This function computes the Cox Model based on sPLSR components computed model with

  • as explanatory variables: a Kernel transform of Xplan.

It uses the package kernlab to compute the Kernel transforms of Xplan, the package spls to perform the first step in SPLSR then mixOmics to perform PLSR step fit.

coxDKsplsDR(Xplan, ...)

# S3 method for default
coxDKsplsDR(
  Xplan,
  time,
  time2,
  event,
  type,
  origin,
  typeres = "deviance",
  collapse,
  weighted,
  scaleX = TRUE,
  scaleY = TRUE,
  ncomp = min(7, ncol(Xplan)),
  modepls = "regression",
  plot = FALSE,
  allres = FALSE,
  eta,
  trace = FALSE,
  kernel = "rbfdot",
  hyperkernel,
  verbose = TRUE,
  ...
)

# S3 method for formula
coxDKsplsDR(
  Xplan,
  time,
  time2,
  event,
  type,
  origin,
  typeres = "deviance",
  collapse,
  weighted,
  scaleX = TRUE,
  scaleY = TRUE,
  ncomp = min(7, ncol(Xplan)),
  modepls = "regression",
  plot = FALSE,
  allres = FALSE,
  dataXplan = NULL,
  subset,
  weights,
  model_frame = FALSE,
  eta,
  trace = FALSE,
  kernel = "rbfdot",
  hyperkernel,
  verbose = TRUE,
  ...
)

Arguments

Xplan

a formula or a matrix with the eXplanatory variables (training) dataset

...

Arguments to be passed on to survival::coxph.

time

for right censored data, this is the follow up time. For interval data, the first argument is the starting time for the interval.

time2

The status indicator, normally 0=alive, 1=dead. Other choices are TRUE/FALSE (TRUE = death) or 1/2 (2=death). For interval censored data, the status indicator is 0=right censored, 1=event at time, 2=left censored, 3=interval censored. Although unusual, the event indicator can be omitted, in which case all subjects are assumed to have an event.

event

ending time of the interval for interval censored or counting process data only. Intervals are assumed to be open on the left and closed on the right, (start, end]. For counting process data, event indicates whether an event occurred at the end of the interval.

type

character string specifying the type of censoring. Possible values are "right", "left", "counting", "interval", or "interval2". The default is "right" or "counting" depending on whether the time2 argument is absent or present, respectively.

origin

for counting process data, the hazard function origin. This option was intended to be used in conjunction with a model containing time dependent strata in order to align the subjects properly when they cross over from one strata to another, but it has rarely proven useful.

typeres

character string indicating the type of residual desired. Possible values are "martingale", "deviance", "score", "schoenfeld", "dfbeta", "dfbetas", and "scaledsch". Only enough of the string to determine a unique match is required.

collapse

vector indicating which rows to collapse (sum) over. In time-dependent models more than one row data can pertain to a single individual. If there were 4 individuals represented by 3, 1, 2 and 4 rows of data respectively, then collapse=c(1,1,1,2,3,3,4,4,4,4) could be used to obtain per subject rather than per observation residuals.

weighted

if TRUE and the model was fit with case weights, then the weighted residuals are returned.

scaleX

Should the Xplan columns be standardized ?

scaleY

Should the time values be standardized ?

ncomp

The number of components to include in the model. The number of components to fit is specified with the argument ncomp. It this is not supplied, the maximal number of components is used.

modepls

character string. What type of algorithm to use, (partially) matching one of "regression", "canonical", "invariant" or "classic". See pls for details

plot

Should the survival function be plotted ?)

allres

FALSE to return only the Cox model and TRUE for additionnal results. See details. Defaults to FALSE.

eta

Thresholding parameter. eta should be between 0 and 1.

trace

Print out the progress of variable selection?

kernel

the kernel function used in training and predicting. This parameter can be set to any function, of class kernel, which computes the inner product in feature space between two vector arguments (see kernels). The kernlab package provides the most popular kernel functions which can be used by setting the kernel parameter to the following strings:

list("rbfdot")

Radial Basis kernel "Gaussian"

list("polydot")

Polynomial kernel

list("vanilladot")

Linear kernel

list("tanhdot")

Hyperbolic tangent kernel

list("laplacedot")

Laplacian kernel

list("besseldot")

Bessel kernel

list("anovadot")

ANOVA RBF kernel

list("splinedot")

Spline kernel

hyperkernel

the list of hyper-parameters (kernel parameters). This is a list which contains the parameters to be used with the kernel function. For valid parameters for existing kernels are :

  • sigma, inverse kernel width for the Radial Basis kernel function "rbfdot" and the Laplacian kernel "laplacedot".

  • degree, scale, offset for the Polynomial kernel "polydot".

  • scale, offset for the Hyperbolic tangent kernel function "tanhdot".

  • sigma, order, degree for the Bessel kernel "besseldot".

  • sigma, degree for the ANOVA kernel "anovadot".

In the case of a Radial Basis kernel function (Gaussian) or Laplacian kernel, if hyperkernel is missing, the heuristics in sigest are used to calculate a good sigma value from the data.

verbose

Should some details be displayed ?

dataXplan

an optional data frame, list or environment (or object coercible by as.data.frame to a data frame) containing the variables in the model. If not found in dataXplan, the variables are taken from environment(Xplan), typically the environment from which coxDKsplsDR is called.

subset

an optional vector specifying a subset of observations to be used in the fitting process.

weights

an optional vector of 'prior weights' to be used in the fitting process. Should be NULL or a numeric vector.

model_frame

If TRUE, the model frame is returned.

Value

If allres=FALSE :

cox_DKsplsDR

Final Cox-model.

If allres=TRUE :
tt_DKsplsDR

sPLSR components.

cox_DKsplsDR

Final Cox-model.

DKsplsDR_mod

The sPLSR model.

Details

If allres=FALSE returns only the final Cox-model. If allres=TRUE returns a list with the sPLS components, the final Cox-model and the sPLSR model. allres=TRUE is useful for evluating model prediction accuracy on a test sample.

References

plsRcox, Cox-Models in a high dimensional setting in R, Frederic Bertrand, Philippe Bastien, Nicolas Meyer and Myriam Maumy-Bertrand (2014). Proceedings of User2014!, Los Angeles, page 152.

Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data, Philippe Bastien, Frederic Bertrand, Nicolas Meyer and Myriam Maumy-Bertrand (2015), Bioinformatics, 31(3):397-404, doi:10.1093/bioinformatics/btu660.

See also

Author

Frédéric Bertrand
frederic.bertrand@math.unistra.fr
http://www-irma.u-strasbg.fr/~fbertran/

Examples

data(micro.censure) data(Xmicro.censure_compl_imp) X_train_micro <- apply((as.matrix(Xmicro.censure_compl_imp)),FUN="as.numeric",MARGIN=2)[1:80,] X_train_micro_df <- data.frame(X_train_micro) Y_train_micro <- micro.censure$survyear[1:80] C_train_micro <- micro.censure$DC[1:80] (cox_DKsplsDR_fit=coxDKsplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6, validation="CV",eta=.5))
#> Kernel : rbfdot #> Estimated_sigma 0.01243483
#> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 3.688e+00 3.998e+01 1.259e+00 2.930 0.00339 #> dim.2 1.012e+01 2.491e+04 3.384e+00 2.991 0.00278 #> dim.3 6.667e+00 7.859e+02 2.645e+00 2.520 0.01172 #> dim.4 1.486e+01 2.836e+06 4.932e+00 3.012 0.00259 #> dim.5 6.179e+00 4.825e+02 2.778e+00 2.224 0.02614 #> dim.6 1.250e+01 2.676e+05 4.977e+00 2.511 0.01205 #> #> Likelihood ratio test=70.09 on 6 df, p=3.915e-13 #> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6, validation="CV",eta=.5))
#> Warning: non-list contrasts argument ignored
#> Kernel : rbfdot #> Estimated_sigma 0.01331685
#> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 4.853e+00 1.282e+02 1.494e+00 3.248 0.00116 #> dim.2 9.167e+00 9.577e+03 2.963e+00 3.094 0.00197 #> dim.3 7.903e+00 2.706e+03 2.647e+00 2.985 0.00283 #> dim.4 1.376e+01 9.425e+05 4.347e+00 3.165 0.00155 #> dim.5 5.348e+00 2.102e+02 2.348e+00 2.277 0.02276 #> dim.6 9.240e+00 1.030e+04 3.396e+00 2.721 0.00651 #> #> Likelihood ratio test=70.2 on 6 df, p=3.715e-13 #> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6, validation="CV",dataXplan=data.frame(X_train_micro),eta=.5))
#> Warning: non-list contrasts argument ignored
#> Kernel : rbfdot #> Estimated_sigma 0.01256774
#> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 3.727e+00 4.156e+01 1.269e+00 2.937 0.00331 #> dim.2 1.026e+01 2.869e+04 3.441e+00 2.983 0.00285 #> dim.3 6.783e+00 8.830e+02 2.692e+00 2.520 0.01173 #> dim.4 1.498e+01 3.218e+06 4.984e+00 3.007 0.00264 #> dim.5 6.223e+00 5.041e+02 2.789e+00 2.231 0.02567 #> dim.6 1.249e+01 2.653e+05 4.971e+00 2.512 0.01200 #> #> Likelihood ratio test=70.44 on 6 df, p=3.319e-13 #> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6, validation="CV",allres=TRUE,eta=.5))
#> Kernel : rbfdot #> Estimated_sigma 0.01257173
#> $tt_DKsplsDR #> dim.1 dim.2 dim.3 dim.4 dim.5 #> 1 -0.121790684 -0.473691585 -0.145338101 0.102999939 -0.233358691 #> 2 0.099074418 -0.099199263 0.278473115 -0.315555868 -0.231083042 #> 3 0.296838275 -0.006615040 0.081419414 -0.023798090 -0.046039527 #> 4 0.051349559 0.009894263 0.019557261 -0.142891471 -0.052246463 #> 5 0.410079081 -0.074469562 -0.373085930 0.047929694 -0.163834848 #> 6 -0.156761121 0.087317636 -0.291046834 -0.220100026 -0.244601906 #> 7 -0.224021060 0.134006502 -0.114451422 0.098228555 -0.090843228 #> 8 0.534985562 0.168740740 -0.252991364 0.033271225 0.189691009 #> 9 0.014878709 -0.238660642 0.268693740 -0.132566203 -0.147975539 #> 10 0.058561502 -0.009125499 0.128426559 -0.085109923 -0.219708206 #> 11 0.156509356 0.243190777 -0.158265128 0.325679267 0.237948905 #> 12 -0.450081791 0.087981425 -0.169734813 0.273245604 0.257829167 #> 13 0.226330737 -0.307163481 -0.050748146 -0.085549876 0.217211721 #> 14 -0.328958831 0.199516058 -0.227830949 -0.256595682 -0.037946590 #> 15 0.112742982 -0.367899025 0.210453996 0.230858471 0.155935990 #> 16 0.278426225 -0.158602614 -0.179300434 0.030742729 -0.233625061 #> 17 -0.323550165 -0.018016073 0.027489895 -0.048332290 0.101447688 #> 18 -0.267416820 -0.266616149 -0.018270556 0.107443472 -0.072080538 #> 19 0.014338057 0.052042242 0.132870718 -0.083839530 0.334461327 #> 20 -0.420687146 0.184006234 -0.152344545 -0.151331700 0.012213730 #> 21 -0.118591262 -0.103849045 0.163195286 0.148910035 -0.362264380 #> 22 -0.006505229 -0.248397401 -0.134724657 0.156406826 0.056385585 #> 23 0.117981295 -0.054902764 0.220486736 -0.054098192 0.038377210 #> 24 0.136973301 0.286319404 -0.272183193 -0.159496650 -0.300619784 #> 25 -0.514037233 -0.103014201 -0.222564390 0.105079833 0.010009963 #> 26 -0.412700166 0.265811678 -0.065615652 -0.054082576 -0.079049367 #> 27 0.326985750 -0.029937477 -0.065600623 -0.037960895 0.028073167 #> 28 0.356681120 -0.093455701 -0.151944343 0.021127082 -0.229659001 #> 29 -0.295828632 0.197219190 0.354474571 -0.017996266 -0.246097656 #> 30 -0.296114761 0.155242497 -0.105866362 -0.009234395 -0.225396832 #> 31 0.282660495 0.078794236 0.312855348 0.315467727 0.049202379 #> 32 -0.265763773 -0.095942399 -0.073271019 0.027212258 -0.079107733 #> 33 -0.329337516 -0.204220965 0.410390218 -0.039009757 -0.054404757 #> 34 -0.140970600 0.155575282 -0.049718042 -0.187780690 0.379468020 #> 35 0.333005428 -0.007374591 -0.185629140 0.128427466 0.077189234 #> 36 -0.056341404 -0.020350586 -0.030940291 -0.023235420 0.301668462 #> 37 0.260019327 0.403335796 -0.035832327 0.148332646 -0.128590374 #> 38 -0.238798007 0.131807007 0.045651749 0.157652159 -0.082534443 #> 39 -0.431403586 0.171688665 0.139138157 0.012849329 -0.353682105 #> 40 0.137037111 -0.079947150 0.099575155 0.225762032 -0.159761050 #> 41 -0.095971276 0.045510774 0.157109424 0.018327008 -0.208301055 #> 42 0.404904475 -0.220050189 -0.203952074 0.098205073 -0.022783745 #> 43 -0.416457083 -0.005624456 0.088139415 0.356575181 0.134291283 #> 44 -0.096492233 -0.005152557 0.225870634 -0.090455898 -0.550936561 #> 45 -0.311530965 0.193101967 0.150504900 -0.153277399 -0.010190549 #> 46 0.122192016 0.074676200 -0.523806438 0.027168940 -0.213641503 #> 47 0.022045188 -0.046514704 -0.041531788 -0.115848724 -0.204960015 #> 48 0.213921304 -0.046241427 -0.133679853 -0.347626396 -0.248325731 #> 49 0.319703840 -0.047307082 -0.128460341 0.082772617 -0.118676672 #> 50 0.027866882 -0.094093273 0.048712517 -0.022607172 0.219172254 #> 51 -0.127104009 -0.265198421 0.148833550 0.023051843 0.268338494 #> 52 0.567214126 -0.175908179 0.163686695 -0.174565133 -0.130308155 #> 53 0.139286803 -0.223770445 0.339343315 0.012422355 -0.199749917 #> 54 0.170550917 0.487789062 0.371923192 0.100483714 0.033624576 #> 55 0.438442634 0.315811577 0.459896079 0.061367993 -0.048697503 #> 56 -0.309262076 -0.276120034 0.106997206 0.222452196 0.040636563 #> 57 -0.466446033 -0.273615461 0.063918980 0.077830741 0.173104756 #> 58 -0.178648012 0.418597719 0.302543294 -0.106694295 0.007634432 #> 59 -0.250864672 0.256080928 -0.253786359 0.152442248 -0.232254646 #> 60 -0.334968550 0.048586538 -0.144967233 0.094824934 0.265873307 #> 61 0.123727199 0.309379329 -0.074290074 -0.117792291 0.218404663 #> 62 0.197568646 -0.218401777 0.222556905 0.006512711 0.399223532 #> 63 0.648443652 0.227320920 0.094177788 0.292515495 0.165030254 #> 64 0.321681297 -0.361570147 -0.138225739 -0.302993948 -0.119931423 #> 65 0.404508970 0.061746872 0.324196799 -0.128960798 0.143942309 #> 66 -0.076074023 0.066506122 -0.031856339 -0.154649863 0.242256400 #> 67 -0.330545736 -0.267460541 -0.314506700 -0.025503388 0.192087662 #> 68 0.044352078 -0.035682178 -0.093801762 0.136742299 0.079872699 #> 69 0.265740009 0.124744748 0.071201908 -0.002059521 0.308829157 #> 70 -0.136215446 -0.017988929 -0.089477792 -0.047630338 0.067506690 #> 71 -0.017513188 0.006268883 -0.033798094 0.238910488 -0.214005839 #> 72 0.063135828 0.329508021 0.008886557 0.041255815 0.074567182 #> 73 0.219750363 -0.031968837 0.094673547 -0.227657877 0.299370802 #> 74 -0.141029123 -0.052865064 -0.075645077 -0.143425574 0.094549645 #> 75 0.404834134 -0.127589716 -0.076198776 -0.124383448 0.136513883 #> 76 0.381904725 0.109252249 -0.444454405 0.131196957 -0.095193096 #> 77 -0.208337508 -0.094780426 -0.016699842 -0.261358910 0.365336904 #> 78 -0.092212860 -0.097867875 -0.074708084 -0.038869578 0.152102291 #> 79 -0.342310407 0.163159969 -0.093461140 -0.259218059 0.361049301 #> 80 -0.375590390 -0.203308575 0.178281546 0.101459155 -0.197965070 #> dim.6 #> 1 -0.144350053 #> 2 0.049008586 #> 3 -0.123856670 #> 4 -0.149502425 #> 5 -0.056488454 #> 6 0.153377044 #> 7 -0.127110912 #> 8 0.104683812 #> 9 -0.042168675 #> 10 -0.117226258 #> 11 0.213781770 #> 12 0.070576160 #> 13 0.008145596 #> 14 0.159433422 #> 15 -0.166701351 #> 16 0.260236354 #> 17 0.135652883 #> 18 0.215387595 #> 19 -0.143452680 #> 20 0.092625910 #> 21 -0.026396006 #> 22 0.340937235 #> 23 -0.214356779 #> 24 -0.124542478 #> 25 0.129289737 #> 26 -0.072428199 #> 27 -0.156275184 #> 28 -0.343245060 #> 29 -0.086350277 #> 30 -0.070378707 #> 31 0.132805426 #> 32 0.010992262 #> 33 -0.007119609 #> 34 0.011088086 #> 35 0.185045561 #> 36 -0.204298731 #> 37 0.044586415 #> 38 0.013622053 #> 39 0.110694855 #> 40 0.117254299 #> 41 -0.039158463 #> 42 -0.261952536 #> 43 0.097739147 #> 44 -0.057677521 #> 45 0.157595842 #> 46 -0.053304135 #> 47 -0.046435322 #> 48 0.069385446 #> 49 0.066972770 #> 50 -0.188561998 #> 51 -0.129068312 #> 52 0.185317634 #> 53 -0.181910408 #> 54 0.087538092 #> 55 0.131093829 #> 56 -0.119155309 #> 57 0.019290061 #> 58 0.094353840 #> 59 -0.180782586 #> 60 -0.213037352 #> 61 -0.304698361 #> 62 -0.034878295 #> 63 0.119240808 #> 64 0.247289201 #> 65 0.086342696 #> 66 -0.159410959 #> 67 0.054686030 #> 68 0.043708883 #> 69 -0.014920963 #> 70 0.135574455 #> 71 -0.264727795 #> 72 -0.100053862 #> 73 0.078585059 #> 74 -0.020185933 #> 75 0.233752033 #> 76 -0.033688545 #> 77 -0.055878041 #> 78 0.076148743 #> 79 0.023527757 #> 80 0.268367816 #> #> $cox_DKsplsDR #> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 3.728e+00 4.161e+01 1.269e+00 2.937 0.00331 #> dim.2 1.027e+01 2.881e+04 3.443e+00 2.983 0.00286 #> dim.3 6.787e+00 8.861e+02 2.693e+00 2.520 0.01173 #> dim.4 1.499e+01 3.230e+06 4.985e+00 3.007 0.00264 #> dim.5 6.224e+00 5.047e+02 2.789e+00 2.231 0.02565 #> dim.6 1.249e+01 2.652e+05 4.971e+00 2.512 0.01200 #> #> Likelihood ratio test=70.45 on 6 df, p=3.303e-13 #> n= 80, number of events= 17 #> #> $DKsplsDR_mod #> $x #> [,1] [,2] [,3] [,4] [,5] #> [1,] 0.6340306910 -0.0469599797 0.026396788 -0.065565697 0.125680596 #> [2,] -0.0442163360 0.6312870474 0.097206575 0.075571045 -0.076299977 #> [3,] 0.0658644183 0.1339305611 0.594563061 0.019259758 0.090367958 #> [4,] -0.0525828126 0.0858102857 -0.007224988 0.621047807 -0.018470496 #> [5,] 0.1557316800 -0.0489925366 0.080951412 -0.001402296 0.603979607 #> [6,] -0.1064615622 -0.1116879593 -0.115136578 -0.075696828 0.004526298 #> [7,] 0.0270686268 -0.0790588661 -0.071831451 0.036285175 -0.035814199 #> [8,] -0.0742902094 -0.0754661957 0.089959918 0.005713492 0.060541444 #> [9,] 0.1372895023 0.0969862455 0.049755766 -0.014358533 -0.060668481 #> [10,] 0.0272818210 0.1955113879 -0.003603994 -0.015363520 -0.030428476 #> [11,] -0.0214923733 -0.1832633191 -0.130981415 -0.091646196 -0.004541978 #> [12,] -0.0431409377 -0.1192663572 -0.038310825 -0.019566382 -0.035641384 #> [13,] -0.0759068757 0.0015640600 -0.035738548 -0.091563423 -0.044479594 #> [14,] -0.0806385095 -0.0094671486 -0.009461455 -0.061521016 -0.011856671 #> [15,] 0.1354059264 -0.0072761090 0.021582781 -0.006958785 -0.053107507 #> [16,] 0.0710598473 -0.0182196646 -0.044608243 -0.069728147 0.205981535 #> [17,] -0.1011330084 -0.0227718847 -0.108674325 -0.074491369 -0.101183238 #> [18,] 0.1840281376 -0.0181545943 -0.032503681 -0.013442838 0.020302012 #> [19,] -0.0424746101 -0.0101790420 0.033027557 0.052303132 -0.013047969 #> [20,] 0.0086339165 -0.0728140338 -0.052090679 -0.066257657 -0.078094538 #> [21,] 0.1041591946 0.0990735787 0.024301970 0.016619647 0.036164914 #> [22,] 0.0093188058 -0.0413255706 0.006559695 -0.142805527 0.064640683 #> [23,] -0.0700431073 0.0749043136 0.079264088 0.010513678 -0.077235853 #> [24,] -0.0140265648 -0.0582025933 0.026467953 0.021587566 0.040781795 #> [25,] -0.0231853064 -0.1236019421 -0.009844506 -0.119795594 -0.041641762 #> [26,] -0.0395865780 -0.1003542262 -0.059695720 0.025253352 -0.096947437 #> [27,] -0.1430209307 -0.0972610534 -0.088448549 -0.078290179 -0.051974924 #> [28,] -0.0327259343 -0.1238111449 0.069337347 -0.077920865 -0.017588447 #> [29,] -0.0656681589 0.0223466841 -0.025214506 -0.080863886 -0.132385843 #> [30,] -0.0905818900 -0.0471717515 -0.122418188 -0.026461108 -0.036765976 #> [31,] 0.0407295785 0.0609414558 0.132711078 -0.076637953 0.052650086 #> [32,] -0.0880264365 0.0681780860 -0.079690869 0.061241503 -0.085457647 #> [33,] -0.0051073771 0.1276074766 -0.037215852 -0.025997392 -0.144717324 #> [34,] -0.0690756946 -0.0777483204 -0.080516194 -0.019164208 -0.095841323 #> [35,] -0.0086736704 -0.1416466079 -0.111723321 -0.089387188 0.037646043 #> [36,] 0.0061459903 -0.0278985581 0.038955988 -0.021646422 0.008313405 #> [37,] -0.0289788324 -0.0958475334 0.018384194 -0.044087115 0.116511111 #> [38,] -0.0363729584 -0.0948457678 -0.068663641 -0.066692434 -0.109131208 #> [39,] -0.0258840970 -0.0238150420 -0.107917654 -0.121499354 -0.081331218 #> [40,] 0.0379610959 -0.0061439992 0.083783149 -0.030142460 0.065652260 #> [41,] -0.0993215605 0.0584209257 -0.065031471 0.137777984 -0.105406780 #> [42,] 0.0699784047 -0.1240577386 0.002443048 -0.028643844 0.070039192 #> [43,] -0.0211938000 -0.0285031535 -0.053818786 0.017292574 -0.013266754 #> [44,] -0.0005631914 0.0701230888 -0.002888151 -0.063713809 -0.096654352 #> [45,] -0.0604630800 -0.0286983342 -0.069191287 -0.050327597 -0.151457980 #> [46,] -0.0559271692 -0.1554568727 -0.042642220 -0.034769671 0.206930186 #> [47,] 0.0935936855 0.0628501641 0.091607762 0.018480825 0.069309780 #> [48,] -0.0997777988 0.0332009250 -0.088026180 0.128016432 -0.049113183 #> [49,] 0.0650196001 -0.0638078748 -0.062610476 -0.084374899 0.184002438 #> [50,] 0.0365838902 -0.0008335115 -0.069975188 0.065554596 -0.034215201 #> [51,] 0.0450878907 0.0653420060 -0.046938819 0.189375682 -0.034832800 #> [52,] -0.0491117319 0.1519222921 0.085004662 -0.067707499 0.005728801 #> [53,] 0.1177436486 0.0374400712 -0.004157191 -0.062641022 -0.081242279 #> [54,] -0.0900247714 0.1016230611 0.001180025 0.096659447 0.032590121 #> [55,] -0.0239673152 0.1478593990 0.103193128 0.072004013 0.057226558 #> [56,] 0.1651457793 -0.0376373021 -0.030275339 0.106950399 -0.060452536 #> [57,] 0.1433945211 0.0167536227 -0.051970657 -0.003146024 -0.042524533 #> [58,] -0.0957513151 0.1053812556 -0.109181758 0.004090644 -0.073850645 #> [59,] 0.0112322928 -0.1384550869 -0.087316158 -0.020595765 -0.008559188 #> [60,] -0.0639766542 -0.1095397275 -0.032515050 -0.012732538 -0.020426464 #> [61,] -0.1204479819 -0.0674304256 0.014821265 0.026682399 -0.051539676 #> [62,] -0.0044138176 0.0807365351 0.008153613 0.061787500 -0.014004790 #> [63,] -0.0879360510 -0.1039605472 0.056796906 -0.006888509 0.010798204 #> [64,] 0.0587899228 0.1447569555 0.076370556 -0.005876775 0.138597516 #> [65,] 0.0344160589 0.1450110045 0.063306794 0.119947530 -0.037461388 #> [66,] -0.0068962652 -0.0064825133 0.186140800 0.009363498 -0.045167844 #> [67,] 0.0092693778 -0.0468653132 0.075786334 0.048596252 -0.053113600 #> [68,] 0.0866329299 -0.0695440035 0.001238434 -0.058603024 0.067377024 #> [69,] 0.0907514922 0.0653822990 0.113954772 0.038408541 0.171677022 #> [70,] -0.0476950397 -0.0733820596 -0.075544806 0.009122073 -0.088466238 #> [71,] -0.0158250218 -0.0218539481 -0.053005954 0.106434635 0.036980988 #> [72,] -0.0608365439 -0.1307572942 -0.012523672 -0.087858142 -0.029364727 #> [73,] -0.0761837045 0.0213490933 -0.039539347 -0.032213366 -0.062912724 #> [74,] -0.0321988710 0.1129511459 0.052720445 0.157913942 0.001160198 #> [75,] 0.0158477592 0.0736517828 0.053828929 -0.022371186 0.064830891 #> [76,] -0.0005021283 -0.1401826963 -0.055134341 -0.046457651 0.317754615 #> [77,] -0.1046175075 0.0371796045 -0.012250842 0.091888215 -0.103001296 #> [78,] -0.0206734347 0.0379614011 0.126233326 -0.028640696 -0.001207294 #> [79,] -0.1028185442 0.0023145974 -0.039435344 0.018012121 -0.101183651 #> [80,] 0.0362215845 0.0603477916 -0.040501898 -0.063239074 -0.074663891 #> [,6] [,7] [,8] [,9] [,10] #> [1,] -0.111843216 0.0232658642 -0.082833778 0.105567440 0.0524753246 #> [2,] -0.114325969 -0.0801179850 -0.081266121 0.068007827 0.2234485351 #> [3,] -0.081050601 -0.0361665835 0.120883980 0.057501334 0.0610571394 #> [4,] -0.068095597 0.0454652965 0.010152808 -0.033097711 0.0228128680 #> [5,] 0.029195729 -0.0095658776 0.082048960 -0.062339458 0.0248161117 #> [6,] 0.628649038 -0.0404984890 -0.004837050 -0.062132401 -0.0703222759 #> [7,] -0.042077380 0.6302279285 -0.007044736 -0.011334325 -0.0415706588 #> [8,] -0.001675135 -0.0023039303 0.625487122 -0.095037317 -0.0655470078 #> [9,] -0.035791993 0.0165849743 -0.071858824 0.602308629 -0.0305214801 #> [10,] -0.100897433 -0.0705669249 -0.099284080 -0.087437046 0.6592241946 #> [11,] 0.026260945 0.1079690531 0.094817131 -0.080931090 -0.1038581950 #> [12,] 0.063354837 0.0799338776 -0.042434113 -0.121988856 -0.0946707348 #> [13,] -0.021726356 -0.1615107250 0.006647546 -0.021056117 -0.0101752742 #> [14,] 0.138855213 0.0236025794 -0.020578971 -0.069360354 -0.0734538499 #> [15,] -0.119836903 -0.0382876163 -0.002618455 0.192210963 -0.0197772954 #> [16,] 0.024684845 -0.1040343484 0.021685298 0.005414650 -0.0635465689 #> [17,] 0.018100633 -0.0650350538 -0.109018968 -0.013462828 -0.1005225765 #> [18,] 0.037259769 -0.0226475872 -0.028672191 0.071417591 -0.0354248714 #> [19,] -0.059643137 -0.0103045149 -0.023780204 0.156793894 -0.0651017043 #> [20,] 0.021158401 0.1799189766 -0.016205423 0.052874610 -0.0851734939 #> [21,] -0.054784752 0.0602253030 -0.108061579 -0.032770707 0.1860947894 #> [22,] 0.038619824 -0.0344714277 0.007645962 -0.013873905 -0.0787440183 #> [23,] -0.058500112 -0.0439435306 -0.015837182 -0.033484382 0.0692253050 #> [24,] -0.013584242 0.0459342070 0.055959626 -0.073623949 -0.0552056896 #> [25,] 0.151438310 0.1224053301 -0.013444825 -0.031421192 -0.1071437467 #> [26,] 0.079583811 0.1033150958 -0.070059326 -0.071639950 -0.0311086801 #> [27,] 0.047979081 -0.1159831887 -0.002796755 -0.074853343 -0.0775525452 #> [28,] -0.060903311 -0.0571143169 0.080390449 -0.002195942 -0.1268393512 #> [29,] 0.062481349 -0.0620917169 -0.156123828 0.084929956 -0.0518597442 #> [30,] 0.024844571 0.0758615066 -0.130677435 -0.131544486 0.0156284265 #> [31,] -0.046194876 -0.0285808489 -0.043584172 -0.014332508 -0.0125593173 #> [32,] -0.093037459 0.0132785328 -0.087766961 -0.173544682 0.0963758846 #> [33,] 0.002762269 -0.1097243642 -0.143642146 0.121248707 0.0644939915 #> [34,] -0.046003792 -0.0682229345 0.028337544 -0.051383879 -0.1205350803 #> [35,] 0.025243978 -0.1501593705 0.013698844 -0.150602327 -0.0446123010 #> [36,] -0.044917112 -0.0336835337 0.034632681 -0.059135647 0.0383414080 #> [37,] 0.004984584 0.0037875949 0.003605908 -0.025564991 -0.0607112827 #> [38,] 0.102673811 -0.0380426670 -0.088645556 -0.031159256 -0.0771930308 #> [39,] 0.148166827 0.0790357698 -0.160608176 0.021371758 -0.0166291271 #> [40,] 0.001918361 -0.0367138148 0.004748244 0.074327223 -0.0770108924 #> [41,] 0.020593840 0.0286047526 -0.047179056 0.030733107 -0.0616845629 #> [42,] -0.061112299 -0.0289069432 0.187336505 -0.058893924 -0.0078729138 #> [43,] -0.028829321 0.0104889596 -0.086805203 -0.128502601 0.0511149624 #> [44,] 0.082989644 -0.0536126036 -0.124248993 0.069889165 0.0322378170 #> [45,] 0.031650142 0.0508150670 -0.040472730 0.180839840 -0.1081642756 #> [46,] 0.169238637 -0.0094305823 0.129083728 -0.173137233 -0.0457023237 #> [47,] -0.024505640 0.0249964117 -0.024052445 0.074902287 0.0754656911 #> [48,] 0.050387580 -0.0491877953 0.013588366 0.004048375 0.0006135201 #> [49,] 0.097551761 -0.0586402643 -0.023176831 -0.030228890 0.0282234794 #> [50,] -0.103862411 0.0359822827 -0.007307321 -0.046483999 0.0961799163 #> [51,] -0.076757215 -0.0333127876 -0.042795427 0.057239399 0.0820258809 #> [52,] -0.049411673 -0.1531358922 0.019158425 0.095882123 0.0275227669 #> [53,] -0.022705762 -0.0596069447 -0.060688369 0.327672846 -0.0273569839 #> [54,] 0.048341939 -0.0435905364 0.018114620 -0.120334269 0.2486519848 #> [55,] -0.044021915 -0.0610487821 0.001292198 0.025853869 0.0894421884 #> [56,] -0.097572559 0.0565742937 -0.093790080 -0.010998686 0.0639402423 #> [57,] -0.084055636 -0.0036971365 -0.108348078 0.008788960 0.0099919095 #> [58,] 0.103482183 0.0356580218 -0.079025398 -0.061020291 0.1243522051 #> [59,] 0.022472698 0.2165853370 0.020853059 -0.150345705 0.0077459874 #> [60,] 0.083822939 0.0993554452 -0.028053784 -0.114633033 -0.0343869746 #> [61,] -0.059305678 0.0912138496 0.090753047 -0.063314600 -0.0401605694 #> [62,] -0.065370959 -0.0687276038 -0.030289777 0.041111372 0.0980812485 #> [63,] -0.076071990 -0.0283321648 0.165920439 -0.021661274 -0.1410570698 #> [64,] -0.019113810 -0.1346276570 -0.011057442 0.048251722 -0.0095419600 #> [65,] -0.053220427 -0.0234071899 0.107227447 0.155539254 0.0549291298 #> [66,] -0.057826529 -0.0100438075 0.061468287 0.005427310 0.0667061055 #> [67,] -0.096031155 0.0188103444 0.011501511 -0.036952960 -0.0801131764 #> [68,] -0.095178445 0.1289082399 0.036864004 0.104791185 -0.0422920483 #> [69,] -0.120900249 0.1031770690 0.096702345 0.037463365 0.0844550582 #> [70,] 0.081579638 0.0352585684 0.084593478 -0.008143631 -0.1313738273 #> [71,] -0.053554831 0.0581115386 -0.049161894 -0.127638201 0.0167566725 #> [72,] -0.004326625 -0.0293297854 0.071092469 0.030807900 -0.1379298889 #> [73,] 0.030429883 -0.1023334872 -0.008140976 -0.005946004 0.0716961861 #> [74,] -0.051766809 -0.0352399052 -0.010619180 -0.015176619 0.0903800226 #> [75,] -0.001571570 -0.0674854382 0.186187915 0.092565983 -0.0431715998 #> [76,] 0.014835059 -0.0223499647 0.094948618 -0.135899852 -0.0553913567 #> [77,] 0.020545004 -0.0044947611 -0.010188634 -0.033822896 -0.0168757103 #> [78,] -0.054012211 -0.1012694645 0.025081638 -0.032776150 -0.0521841200 #> [79,] -0.014575369 -0.0009669887 -0.007666019 -0.060884268 -0.0410570670 #> [80,] 0.054413334 -0.0028022350 -0.107761708 0.060321092 -0.0608197312 #> [,11] [,12] [,13] [,14] [,15] #> [1,] 0.0038446070 -7.534130e-02 -0.0801103848 -0.1111460727 1.160750e-01 #> [2,] -0.1551826952 -1.487231e-01 0.0001041947 -0.0372310682 -2.386338e-02 #> [3,] -0.0661768050 -3.104356e-02 -0.0004744267 -0.0005013875 4.171949e-02 #> [4,] -0.0533263318 -3.878386e-02 -0.0827840479 -0.0790456948 -1.330682e-02 #> [5,] 0.0508460861 -3.779066e-02 -0.0186320186 -0.0123131500 -4.238734e-02 #> [6,] 0.0569795788 3.653613e-02 -0.0205482112 0.1137293030 -1.337862e-01 #> [7,] 0.1371087960 5.153628e-02 -0.1619114715 -0.0031022212 -5.381577e-02 #> [8,] 0.1286976801 -6.609091e-02 0.0109876058 -0.0425429656 -1.340581e-02 #> [9,] -0.0238720481 -1.224672e-01 0.0064624356 -0.0681458553 2.046021e-01 #> [10,] -0.1037147183 -1.520646e-01 -0.0395722869 -0.1291549167 -6.430172e-02 #> [11,] 0.6593676713 5.704480e-02 0.0033767935 -0.1227637687 -2.199600e-02 #> [12,] 0.1145821440 6.018303e-01 0.0030391227 0.0857363706 -3.438187e-02 #> [13,] 0.0329172828 -2.495773e-02 0.6298271820 -0.1067422786 1.471935e-01 #> [14,] -0.0669192252 8.404357e-02 -0.0804382245 0.6035231278 -1.613666e-01 #> [15,] 0.0226718966 -4.725132e-02 0.1623209223 -0.1725432046 6.146998e-01 #> [16,] -0.0218445058 -1.313223e-01 -0.0356017556 0.0062426195 -2.316623e-02 #> [17,] -0.0192295480 1.425934e-01 0.1120537767 0.0410531124 -1.955763e-02 #> [18,] -0.0337732899 1.408343e-02 -0.0779954656 -0.0180664176 7.082802e-02 #> [19,] -0.0195858212 -3.998455e-02 0.0563897330 -0.0420396164 1.059419e-01 #> [20,] 0.0531150504 3.471433e-02 -0.1243833448 0.1953452385 -7.123187e-02 #> [21,] -0.0951337690 -1.092008e-01 -0.1148158464 -0.0081223299 -5.289928e-02 #> [22,] 0.0035757647 5.682156e-02 0.0667323021 0.0674915151 2.447348e-03 #> [23,] -0.0873468082 -3.986584e-02 0.0711011282 -0.0303209521 3.154102e-02 #> [24,] 0.0001446614 -4.543325e-02 -0.1551790689 0.1420484723 -1.160924e-01 #> [25,] -0.0209637599 1.909751e-01 -0.0691400705 0.1526019842 -3.662476e-02 #> [26,] 0.1093678457 1.734290e-01 -0.1150718033 0.0335062043 -1.147445e-01 #> [27,] 0.0819691714 3.054274e-02 0.3164105997 -0.1157067937 1.887375e-02 #> [28,] 0.0033484909 -4.724890e-02 0.0037235549 -0.1417412049 1.098365e-01 #> [29,] -0.0554245543 2.169365e-02 -0.0431591216 -0.0059529121 -9.993877e-04 #> [30,] -0.0218915241 6.748183e-02 -0.1246649378 0.0373272252 -1.497200e-01 #> [31,] -0.0506033642 -3.405752e-04 0.0004070924 0.0136028739 3.563580e-02 #> [32,] -0.1050466786 2.925089e-05 -0.1000812883 -0.0312542733 -1.213765e-01 #> [33,] -0.1113183963 -9.343794e-02 0.0812635337 -0.0449071032 4.804616e-02 #> [34,] -0.0230099688 4.100571e-02 0.0001210561 0.1008723061 -4.232520e-02 #> [35,] -0.0154088565 -9.973486e-02 0.0174771933 -0.1194516788 -7.775867e-02 #> [36,] 0.0065132577 9.379340e-02 0.0117300673 -0.0042840486 1.170320e-02 #> [37,] 0.0379241814 -1.553543e-02 -0.0925640816 0.0648708970 -7.131646e-02 #> [38,] 0.0874235814 1.599994e-01 -0.0082478553 0.0196847224 -1.537094e-02 #> [39,] 0.0085775296 4.570304e-02 -0.1035593902 0.1027371349 -1.288296e-01 #> [40,] -0.0880991023 -3.588071e-02 -0.0507444351 0.0533338660 1.732592e-02 #> [41,] -0.0660407889 -2.366572e-02 -0.0725254420 -0.0307802131 1.763220e-03 #> [42,] 0.0771615247 -9.534876e-02 0.0656216173 -0.1715313386 1.356620e-01 #> [43,] -0.0044720913 1.291244e-01 -0.0016284467 0.0161503254 -3.159273e-02 #> [44,] -0.1035680151 -6.599993e-02 -0.0773335080 -0.0291957443 -7.409856e-02 #> [45,] 0.0593203072 1.296292e-02 -0.0319429256 0.0240027221 5.912892e-03 #> [46,] 0.0877921032 9.379697e-02 -0.0543113683 0.0322041028 -1.581922e-01 #> [47,] 0.0042895292 -6.396916e-02 -0.0363910807 -0.0437731415 -3.331867e-05 #> [48,] 0.0069124009 -1.115073e-01 -0.0134886824 -0.1548275137 -3.810653e-02 #> [49,] 0.1336488972 -1.752623e-02 0.1261897392 -0.0513252510 -6.222215e-02 #> [50,] 0.0464178440 -2.427099e-02 0.0285043310 -0.1225538999 2.929607e-02 #> [51,] -0.0163858707 -3.668951e-02 0.1053568065 -0.1407460120 1.693132e-01 #> [52,] -0.1065185070 -1.990276e-01 0.1209228625 -0.0916019374 4.977361e-02 #> [53,] -0.0647540527 -1.001782e-01 0.0709395627 -0.1104135578 2.293083e-01 #> [54,] -0.0311965930 -3.049456e-02 -0.0430700321 0.0177248695 -1.023259e-01 #> [55,] -0.1225698615 -1.459164e-01 -0.0594893948 0.0290388160 -6.094922e-02 #> [56,] -0.0586123427 -1.952298e-02 -0.0757321575 -0.1169947363 8.086034e-02 #> [57,] -0.0711694214 -4.253607e-02 -0.0598217449 -0.0021310161 1.725388e-02 #> [58,] -0.0151866005 2.976704e-03 -0.0302767008 0.1495925740 -1.191877e-01 #> [59,] 0.1091835736 1.299011e-01 -0.1413239840 0.0340451617 -1.172700e-01 #> [60,] 0.0358667755 2.178834e-01 0.0248969137 0.1152144275 -1.357595e-02 #> [61,] 0.0640126157 2.102221e-02 -0.0260112638 -0.0050652572 -3.316196e-02 #> [62,] -0.0251196657 1.510720e-02 0.2661820908 -0.0658588897 1.477406e-01 #> [63,] 0.0059699799 -8.965506e-02 -0.0421734402 -0.1079165493 4.817117e-02 #> [64,] -0.1008224530 -1.059232e-01 0.0857078937 -0.0304661900 -2.114028e-02 #> [65,] 0.0062957707 -1.415817e-01 -0.0061939549 -0.0759314321 7.075882e-02 #> [66,] 0.0015129724 4.007088e-02 -0.0440628821 0.0523192410 -9.620343e-03 #> [67,] -0.0451536997 1.321196e-01 -0.0223388259 0.0511655462 1.637875e-02 #> [68,] 0.0429597926 -6.581960e-02 -0.0589765926 -0.0010925859 9.363781e-02 #> [69,] 0.0145646521 -8.418912e-02 -0.0166282100 0.0192237894 2.254127e-02 #> [70,] -0.0392193141 4.541113e-03 -0.0864147148 0.0622054723 9.098229e-03 #> [71,] 0.0302958474 8.025759e-02 -0.0571182268 -0.1056731511 -5.408411e-02 #> [72,] 0.0217969196 -4.659726e-03 -0.0647264850 0.0469766439 -1.694824e-03 #> [73,] 0.0577815745 -6.546344e-02 0.2535006768 -0.0237793178 2.027174e-02 #> [74,] -0.0647158507 6.179796e-02 0.0027034384 0.0078392969 -2.943677e-02 #> [75,] -0.0240332616 -1.198643e-01 0.1003822381 0.0489345644 3.080941e-02 #> [76,] 0.1489956325 3.182492e-02 -0.0090707257 -0.0571790468 -9.833076e-02 #> [77,] -0.0730157310 3.699935e-02 0.0878564530 0.0956036266 4.834556e-03 #> [78,] -0.1245973261 3.879027e-02 0.0019114791 0.0980687734 -3.492517e-02 #> [79,] -0.0349604543 9.795654e-02 0.0023629878 0.1936459296 -6.882753e-02 #> [80,] -0.1237703182 5.318838e-03 -0.0658370575 0.0582538400 -2.645433e-02 #> [,16] [,17] [,18] [,19] [,20] #> [1,] 0.066732549 -1.193919e-01 0.150032169 -0.0688325241 -9.368591e-03 #> [2,] -0.019803319 -3.828711e-02 -0.049406919 -0.0337933122 -8.807290e-02 #> [3,] -0.009467911 -8.746556e-02 -0.027032020 0.0461372730 -3.062556e-02 #> [4,] -0.061072560 -7.976735e-02 -0.034455923 0.0389281019 -7.127728e-02 #> [5,] 0.231705322 -8.939102e-02 0.016357127 -0.0093547991 -6.604596e-02 #> [6,] 0.025739200 5.223420e-03 0.008645454 -0.0806193974 8.537547e-03 #> [7,] -0.104558884 -7.949116e-02 -0.052840793 -0.0328596662 1.657192e-01 #> [8,] 0.025901569 -1.187343e-01 -0.054124591 -0.0415945493 -2.566436e-02 #> [9,] 0.032809414 3.678323e-07 0.069143684 0.1621580420 6.659416e-02 #> [10,] -0.093067370 -1.439749e-01 -0.094614344 -0.1166531218 -1.283695e-01 #> [11,] -0.051508784 -6.282539e-02 -0.093106239 -0.0712807154 9.775563e-03 #> [12,] -0.103449251 1.565349e-01 0.012287824 -0.0341421035 4.891219e-02 #> [13,] -0.035725544 9.799842e-02 -0.107787925 0.0342353282 -1.381823e-01 #> [14,] 0.032422885 5.330181e-02 -0.021554823 -0.0378899671 2.078503e-01 #> [15,] -0.008162608 -1.848557e-02 0.056162971 0.0989149227 -6.990346e-02 #> [16,] 0.629703393 -2.674299e-02 0.130422215 -0.1339142873 -5.174995e-02 #> [17,] -0.012811417 6.157718e-01 0.092237789 0.0114582369 -8.655495e-05 #> [18,] 0.160090886 1.079749e-01 0.600034722 -0.0649923777 -3.123965e-03 #> [19,] -0.111883671 1.955728e-02 -0.072630433 0.6076727771 4.231975e-02 #> [20,] -0.038074739 -3.429138e-04 -0.019117427 0.0339643430 6.160282e-01 #> [21,] 0.123764549 -9.830630e-02 0.077656634 -0.1699679447 -5.470587e-02 #> [22,] 0.068507674 -8.884158e-03 -0.028811748 -0.0979773612 -3.664632e-02 #> [23,] -0.035743051 5.009094e-02 -0.018052139 -0.0036294148 -8.800060e-02 #> [24,] 0.118488187 -8.855836e-02 -0.024691600 -0.0730008076 1.031075e-01 #> [25,] -0.063617663 9.048618e-02 0.073763214 -0.0447772926 6.526312e-02 #> [26,] -0.113828421 8.305328e-02 -0.029740142 -0.0491805337 1.004649e-01 #> [27,] -0.068657311 9.825385e-02 -0.108114872 -0.0016691638 -1.758277e-01 #> [28,] -0.002068177 -6.233652e-02 -0.043529419 -0.0407058374 -1.284620e-01 #> [29,] -0.030942022 1.984005e-01 0.044186058 0.0341319975 5.743462e-03 #> [30,] -0.060514030 6.308462e-02 0.005199030 -0.1051866631 8.093991e-03 #> [31,] 0.011449106 -3.035753e-02 -0.048436646 -0.0377712048 -8.447609e-02 #> [32,] -0.075688574 -8.439695e-02 -0.105625368 -0.1382824947 -7.919107e-02 #> [33,] -0.036043812 4.871004e-02 -0.042901370 0.0307912855 -1.573967e-02 #> [34,] -0.061622758 1.143295e-01 -0.015459888 0.1382219679 5.833701e-02 #> [35,] 0.037373359 -1.202787e-01 -0.108886193 -0.1248657310 -1.147024e-01 #> [36,] -0.071937734 5.360549e-02 -0.023296687 0.0881228821 -6.376996e-02 #> [37,] 0.046153653 -4.405819e-02 -0.015599958 0.0416352392 6.939364e-02 #> [38,] -0.045919223 1.027596e-01 0.092328850 -0.0248205173 2.127025e-03 #> [39,] 0.032018563 1.098786e-01 0.076114500 -0.1238552427 7.544011e-02 #> [40,] 0.157643820 -8.069175e-02 -0.040622380 -0.0459251652 -1.070886e-02 #> [41,] -0.049123666 -3.404555e-02 0.020176278 -0.0176913696 -1.654269e-02 #> [42,] 0.012438532 -1.196370e-01 0.007537345 -0.0433052342 -1.282009e-01 #> [43,] -0.026019419 5.158033e-02 -0.031897668 -0.0547623019 3.759565e-02 #> [44,] -0.024994162 -3.528158e-02 -0.031175666 -0.1349457839 -3.181047e-02 #> [45,] -0.086461139 1.721366e-01 0.085239008 0.0648259739 2.491214e-01 #> [46,] 0.073721242 -5.428658e-02 0.014903149 -0.1337017847 -6.340892e-02 #> [47,] 0.005743536 -3.432575e-02 0.074427590 -0.0369973760 2.350828e-02 #> [48,] -0.070420040 -7.047723e-02 -0.021990860 -0.0411322696 -8.654528e-02 #> [49,] 0.164416815 1.043908e-02 0.015348696 -0.0945181913 -1.235570e-01 #> [50,] -0.096009890 -3.911557e-02 -0.018668210 -0.0108175247 -9.514991e-02 #> [51,] -0.078551059 9.069644e-04 0.020695003 0.1711549310 -6.183346e-02 #> [52,] 0.130836410 -5.492362e-02 -0.075297692 -0.0720882708 -1.349736e-01 #> [53,] 0.005416491 -1.269505e-02 0.066192116 0.0856951113 -5.552807e-02 #> [54,] -0.003240604 -1.357321e-02 -0.007645427 -0.0651769212 -4.886226e-02 #> [55,] 0.104150438 -7.723812e-02 0.044751853 -0.0209178160 -7.404517e-02 #> [56,] -0.022015678 -5.375275e-02 0.103490070 -0.0359872708 4.523021e-02 #> [57,] 0.034627329 3.810035e-02 0.129886900 0.0642681871 6.305516e-02 #> [58,] -0.036329830 5.175277e-02 -0.042668740 -0.0436078875 6.867420e-02 #> [59,] -0.101926459 -9.850033e-02 -0.012427732 -0.1158759908 1.164156e-01 #> [60,] -0.108546551 1.656018e-02 -0.034341599 0.0935743374 -2.959747e-03 #> [61,] -0.131633146 2.025154e-02 -0.103231799 0.1806497326 4.487911e-02 #> [62,] -0.062656485 5.198803e-02 -0.054112485 0.1059885686 -1.176179e-01 #> [63,] 0.006622028 -1.600518e-01 -0.155409037 -0.0209002130 -7.099044e-02 #> [64,] 0.138372166 1.519794e-02 0.030698488 -0.0779866875 -1.137002e-01 #> [65,] 0.036246209 -2.100498e-02 0.104017664 0.0237870380 -6.577417e-02 #> [66,] -0.098057290 -6.185947e-02 -0.088530967 0.0838805115 5.792773e-02 #> [67,] -0.042742371 5.475528e-02 0.107028830 -0.0006282298 5.168282e-02 #> [68,] 0.124816448 -2.089862e-02 0.019767772 0.0049532633 1.499305e-01 #> [69,] 0.010351267 -3.830362e-02 -0.043596870 0.1739526155 6.914722e-02 #> [70,] -0.050867966 -3.809423e-03 0.085151324 -0.0002841670 7.435571e-02 #> [71,] -0.096398209 -9.723004e-02 -0.108033037 -0.0907321567 -1.116791e-01 #> [72,] -0.029812152 -2.292551e-02 -0.016493989 0.1367858259 6.553771e-02 #> [73,] -0.061735290 4.634510e-02 -0.106552643 0.0445044181 -4.635836e-02 #> [74,] -0.076201947 -5.647866e-03 -0.014771858 0.0574582046 1.680396e-02 #> [75,] 0.081222345 -1.173939e-01 -0.047874083 0.0553463103 1.793443e-02 #> [76,] 0.138262608 -3.537002e-02 -0.035590668 -0.0851046057 -7.473803e-02 #> [77,] -0.142543872 -1.737936e-03 -0.139687747 0.1745053414 2.012205e-02 #> [78,] 0.005725747 4.359610e-03 -0.010034862 0.0773841790 -1.947318e-02 #> [79,] -0.103893453 1.068366e-01 -0.094372695 0.1434846762 2.614534e-01 #> [80,] 0.042875772 5.662827e-02 0.140961847 -0.1038673740 -8.632889e-03 #> [,21] [,22] [,23] [,24] [,25] #> [1,] 0.090653183 -0.0018549181 -0.102172406 -0.020620189 -0.045690688 #> [2,] 0.088311211 -0.0497556509 0.045518659 -0.062052573 -0.143363680 #> [3,] 0.050263589 0.0348536016 0.086602419 0.059341960 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0.0033316712 0.0511285430 -0.077219379 0.123653651 #> [32,] -0.103906480 0.0588702073 -0.0262356784 -0.004149248 -0.033836486 #> [33,] -0.156268042 0.1066466149 0.0536742375 0.051333599 0.154917913 #> [34,] -0.023126713 0.1504672468 0.1558076578 0.254133404 -0.030423684 #> [35,] 0.111539175 -0.0910833377 -0.0671536296 -0.038779399 -0.150229411 #> [36,] 0.017003265 0.1361654118 0.1936754112 0.091465240 -0.023401187 #> [37,] 0.121933859 -0.1306632267 0.0103952497 -0.019084561 -0.057953701 #> [38,] -0.039363378 -0.0833313354 -0.0100868454 -0.028560311 0.012782454 #> [39,] -0.035606983 -0.1230769078 -0.0913476574 -0.072790453 0.211029750 #> [40,] -0.015970036 -0.0259357988 0.1030743480 -0.075398242 0.118352932 #> [41,] -0.143190741 -0.0371517577 -0.1002696961 -0.063678007 0.053058495 #> [42,] 0.057485307 -0.0787852030 -0.1390624913 -0.153826059 -0.131065079 #> [43,] -0.039300242 0.0268213406 -0.0130629501 0.028574798 -0.001008495 #> [44,] -0.114495963 -0.0850071074 -0.0553285254 -0.102864320 0.167691125 #> [45,] -0.110356969 -0.0564845505 -0.0853821143 0.052819464 0.041774836 #> [46,] 0.340473339 -0.1059572893 -0.0036353542 -0.071926144 -0.037180481 #> [47,] 0.029831552 -0.0975860926 -0.0313116639 -0.033946559 0.029005154 #> [48,] -0.036476817 -0.0449707026 -0.1331957671 -0.115142856 -0.051459494 #> [49,] 0.234851913 -0.1321027358 -0.1036423629 -0.146773630 -0.033664971 #> [50,] 0.006197003 0.0487094268 -0.0379643351 -0.027322765 -0.083648270 #> [51,] -0.059754068 0.0903509383 -0.0012523441 0.040670877 -0.072123194 #> [52,] -0.034001563 -0.0286898716 -0.0253718168 -0.105550936 0.017899037 #> [53,] -0.105029785 -0.0392470400 -0.0007088853 -0.105163281 0.103288624 #> [54,] 0.003588740 -0.0237508885 -0.0878688768 0.004003968 -0.058709423 #> [55,] 0.024937442 -0.0520058915 0.0309087711 -0.062089431 0.046337655 #> [56,] -0.049954039 -0.0410645790 -0.0429037877 0.014985481 -0.004660522 #> [57,] -0.066551127 0.0166638672 0.1061162353 0.129378337 0.057380728 #> [58,] -0.029820253 0.0629526798 -0.0561957889 0.139993098 0.059529109 #> [59,] 0.037736712 -0.1233430873 -0.0964351787 -0.048664471 -0.052118853 #> [60,] 0.027111350 0.1835673419 0.0307133962 0.104419218 -0.030887941 #> [61,] -0.008255748 0.0727063880 -0.0467066632 0.165952992 -0.178042593 #> [62,] -0.043554299 0.1987811258 0.0066250718 0.011295659 -0.024518676 #> [63,] 0.048566798 -0.0556483265 -0.0167565869 -0.061880012 -0.092177093 #> [64,] 0.008777199 -0.0332505631 0.0509721605 -0.079454728 0.053546701 #> [65,] -0.065334161 -0.0035252225 -0.0731250215 -0.054671722 -0.064007173 #> [66,] -0.065366155 0.1490969477 0.0976869362 0.133408226 -0.083382904 #> [67,] -0.038569055 -0.0009336277 0.0930005833 0.078916150 -0.055899100 #> [68,] 0.105818387 -0.0741301950 -0.0003010493 0.004407281 0.012023760 #> [69,] 0.034147302 0.0574251258 0.0167557067 0.116977478 -0.106606554 #> [70,] -0.050563588 0.1049039249 0.0140433237 0.044366721 0.117306438 #> [71,] 0.085816664 -0.0287760910 -0.0299162908 -0.112430361 0.021494220 #> [72,] 0.012042180 -0.0672705485 0.0987665776 0.032892162 -0.064960928 #> [73,] -0.055963515 0.1681675862 -0.0862567683 0.047909640 -0.111755677 #> [74,] 0.054279988 0.0931680296 0.1511488880 0.106210642 0.003434866 #> [75,] 0.022314913 0.0497647872 0.1003675792 0.012708101 0.013271512 #> [76,] 0.625486343 -0.1431851809 -0.0152604855 -0.083342667 -0.080303180 #> [77,] -0.118110581 0.6004117428 0.0953135630 0.247915179 -0.016241291 #> [78,] 0.008879829 0.0943792780 0.6013460278 0.130717326 0.117227521 #> [79,] -0.056000124 0.2501831218 0.1339195535 0.598143800 -0.061858830 #> [80,] -0.063813041 -0.0248257521 0.1095773457 -0.072711233 0.608996204 #> attr(,"scaled:center") #> [1] 0.3659693 0.3687130 0.4054369 0.3789522 0.3960204 0.3713510 0.3697721 #> [8] 0.3745129 0.3976914 0.3407758 0.3406323 0.3981697 0.3701728 0.3964769 #> [15] 0.3853002 0.3702966 0.3842282 0.3999653 0.3923272 0.3839718 0.3794753 #> [22] 0.3771430 0.3980986 0.3725629 0.3884747 0.3750235 0.3636380 0.3563959 #> [29] 0.3723002 0.3641653 0.3995765 0.3411732 0.3843096 0.3902665 0.3239239 #> [36] 0.4133588 0.3774766 0.3834619 0.3789578 0.3855780 0.3725148 0.3631459 #> [43] 0.3861785 0.3669268 0.3807972 0.3794865 0.3919303 0.3506442 0.3809565 #> [50] 0.3779789 0.3942410 0.3718866 0.3964180 0.3996274 0.4041731 0.3801186 #> [57] 0.3910684 0.3954690 0.3660235 0.4018754 0.3837985 0.4173118 0.3456438 #> [64] 0.3860567 0.4043647 0.3997507 0.3860025 0.3861651 0.4117573 0.3834826 #> [71] 0.3649813 0.3772668 0.3875451 0.4037679 0.3968612 0.3745137 0.3995883 #> [78] 0.3986540 0.4018562 0.3910038 #> #> $y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $betahat #> [,1] #> [1,] -1.9005518974 #> [2,] -0.9020676622 #> [3,] -0.4963468393 #> [4,] -0.6115730438 #> [5,] -1.5521350167 #> [6,] -0.8159570154 #> [7,] 0.0000000000 #> [8,] 1.4584405744 #> [9,] -0.7304096232 #> [10,] 0.0000000000 #> [11,] 3.4377371093 #> [12,] 1.1441377675 #> [13,] -0.6001611942 #> [14,] -1.1098472955 #> [15,] 0.2286134633 #> [16,] -0.0004585089 #> [17,] 0.0000000000 #> [18,] 0.4774739378 #> [19,] 0.8490270451 #> [20,] -0.7763232429 #> [21,] -0.4507038700 #> [22,] 0.8411312623 #> [23,] -0.5909638715 #> [24,] -1.8383123218 #> [25,] -0.3580495390 #> [26,] 0.1345470525 #> [27,] -0.7874198828 #> [28,] -1.4862460542 #> [29,] 0.0197926212 #> [30,] 0.0000000000 #> [31,] 3.0874217338 #> [32,] 0.0000000000 #> [33,] -0.1873832419 #> [34,] -0.4162965330 #> [35,] 1.9665657147 #> [36,] -0.6529463976 #> [37,] 1.8396649543 #> [38,] 0.0000000000 #> [39,] 0.1231077531 #> [40,] 1.4935298535 #> [41,] 0.0000000000 #> [42,] -1.1199810362 #> [43,] 1.3543740454 #> [44,] -1.1702487695 #> [45,] 0.4206345010 #> [46,] -1.3831902250 #> [47,] 0.0000000000 #> [48,] -1.1653878518 #> [49,] 0.0000000000 #> [50,] -0.2339686544 #> [51,] -0.1697123256 #> [52,] 0.2076756398 #> [53,] -0.6884254422 #> [54,] 2.6348417723 #> [55,] 2.9696841751 #> [56,] 0.1529453382 #> [57,] -0.1812271116 #> [58,] 0.3882048407 #> [59,] -0.6120768605 #> [60,] -0.7946943546 #> [61,] -0.6606265292 #> [62,] 1.5787625460 #> [63,] 2.7146115505 #> [64,] -0.8536561236 #> [65,] 1.2380773177 #> [66,] -0.3977636454 #> [67,] 0.0899806873 #> [68,] -0.1952252417 #> [69,] 1.2409580219 #> [70,] 0.0000000000 #> [71,] -1.2138179388 #> [72,] 0.9228259067 #> [73,] -0.2149470743 #> [74,] 0.0000000000 #> [75,] -0.1942112269 #> [76,] -0.0096681930 #> [77,] -0.9106410053 #> [78,] 0.0000000000 #> [79,] -0.5409512727 #> [80,] 0.5592776786 #> #> $A #> [1] 1 2 3 4 5 6 8 9 11 12 13 14 15 16 18 19 20 21 22 23 24 25 26 27 28 #> [26] 29 31 33 34 35 36 37 39 40 42 43 44 45 46 48 50 51 52 53 54 55 56 57 58 59 #> [51] 60 61 62 63 64 65 66 67 68 69 71 72 73 75 76 77 79 80 #> #> $betamat #> $betamat[[1]] #> [,1] #> [1,] 0.0000000 #> [2,] 0.0000000 #> [3,] 0.0000000 #> [4,] 0.0000000 #> [5,] 0.0000000 #> [6,] 0.0000000 #> [7,] 0.0000000 #> [8,] 0.8734776 #> [9,] 0.0000000 #> [10,] 0.0000000 #> [11,] 0.0000000 #> [12,] 0.0000000 #> [13,] 0.0000000 #> [14,] 0.0000000 #> [15,] 0.0000000 #> [16,] 0.0000000 #> [17,] 0.0000000 #> [18,] 0.0000000 #> [19,] 0.0000000 #> [20,] -0.6223434 #> [21,] 0.0000000 #> [22,] 0.0000000 #> [23,] 0.0000000 #> [24,] 0.0000000 #> [25,] -0.8764292 #> [26,] 0.0000000 #> [27,] 0.0000000 #> [28,] 0.0000000 #> [29,] 0.0000000 #> [30,] 0.0000000 #> [31,] 0.6690045 #> [32,] 0.0000000 #> [33,] 0.0000000 #> [34,] 0.0000000 #> [35,] 0.0000000 #> [36,] 0.0000000 #> [37,] 0.6639563 #> [38,] 0.0000000 #> [39,] 0.0000000 #> [40,] 0.0000000 #> [41,] 0.0000000 #> [42,] 0.0000000 #> [43,] 0.0000000 #> [44,] 0.0000000 #> [45,] 0.0000000 #> [46,] 0.0000000 #> [47,] 0.0000000 #> [48,] 0.0000000 #> [49,] 0.0000000 #> [50,] 0.0000000 #> [51,] 0.0000000 #> [52,] 0.7455150 #> [53,] 0.0000000 #> [54,] 0.6591164 #> [55,] 1.0222355 #> [56,] 0.0000000 #> [57,] -0.8344305 #> [58,] 0.0000000 #> [59,] 0.0000000 #> [60,] 0.0000000 #> [61,] 0.0000000 #> [62,] 0.0000000 #> [63,] 1.2407276 #> [64,] 0.0000000 #> [65,] 0.7061783 #> [66,] 0.0000000 #> [67,] -0.7020905 #> [68,] 0.0000000 #> [69,] 0.0000000 #> [70,] 0.0000000 #> [71,] 0.0000000 #> [72,] 0.0000000 #> [73,] 0.0000000 #> [74,] 0.0000000 #> [75,] 0.0000000 #> [76,] 0.0000000 #> [77,] 0.0000000 #> [78,] 0.0000000 #> [79,] 0.0000000 #> [80,] 0.0000000 #> #> $betamat[[2]] #> [,1] #> [1,] -0.86140694 #> [2,] -0.36727387 #> [3,] 0.00000000 #> [4,] 0.00000000 #> [5,] 0.00000000 #> [6,] 0.00000000 #> [7,] 0.00000000 #> [8,] 1.04122756 #> [9,] -0.48106356 #> [10,] 0.00000000 #> [11,] 1.17798235 #> [12,] -0.23111448 #> [13,] 0.00000000 #> [14,] 0.00000000 #> [15,] 0.00000000 #> [16,] 0.00000000 #> [17,] 0.00000000 #> [18,] 0.00000000 #> [19,] 0.00000000 #> [20,] -0.49015665 #> [21,] 0.00000000 #> [22,] 0.00000000 #> [23,] 0.00000000 #> [24,] 0.00000000 #> [25,] -0.90515084 #> [26,] -0.12427457 #> [27,] 0.00000000 #> [28,] 0.00000000 #> [29,] 0.00000000 #> [30,] 0.00000000 #> [31,] 0.83861003 #> [32,] 0.00000000 #> [33,] 0.00000000 #> [34,] 0.00000000 #> [35,] 0.00000000 #> [36,] 0.00000000 #> [37,] 1.09858519 #> [38,] 0.00000000 #> [39,] 0.00000000 #> [40,] 0.00000000 #> [41,] 0.00000000 #> [42,] 0.00000000 #> [43,] 0.00000000 #> [44,] 0.00000000 #> [45,] 0.00000000 #> [46,] 0.00000000 #> [47,] 0.00000000 #> [48,] 0.00000000 #> [49,] 0.00000000 #> [50,] 0.00000000 #> [51,] 0.00000000 #> [52,] 0.31723112 #> [53,] -0.23687947 #> [54,] 1.11365245 #> [55,] 1.18731510 #> [56,] 0.00000000 #> [57,] -1.00583355 #> [58,] 0.00000000 #> [59,] 0.06861889 #> [60,] 0.00000000 #> [61,] 0.00000000 #> [62,] 0.00000000 #> [63,] 1.50957609 #> [64,] -0.40252515 #> [65,] 0.62287654 #> [66,] 0.00000000 #> [67,] -0.77357779 #> [68,] 0.00000000 #> [69,] 0.00000000 #> [70,] 0.00000000 #> [71,] 0.00000000 #> [72,] 0.62436706 #> [73,] 0.00000000 #> [74,] 0.00000000 #> [75,] 0.08701665 #> [76,] 0.00000000 #> [77,] 0.00000000 #> [78,] 0.00000000 #> [79,] 0.00000000 #> [80,] 0.00000000 #> #> $betamat[[3]] #> [,1] #> [1,] -1.162612544 #> [2,] -0.239339979 #> [3,] 0.000000000 #> [4,] 0.000000000 #> [5,] -0.542012935 #> [6,] -0.677818862 #> [7,] 0.000000000 #> [8,] 0.782077405 #> [9,] -0.284662253 #> [10,] 0.000000000 #> [11,] 1.511351292 #> [12,] -0.125121564 #> [13,] 0.000000000 #> [14,] 0.000000000 #> [15,] 0.000000000 #> [16,] 0.000000000 #> [17,] 0.000000000 #> [18,] 0.000000000 #> [19,] 0.000000000 #> [20,] -0.479827539 #> [21,] 0.000000000 #> [22,] 0.000000000 #> [23,] 0.000000000 #> [24,] -0.248675687 #> [25,] -1.114084257 #> [26,] 0.131529612 #> [27,] 0.000000000 #> [28,] 0.000000000 #> [29,] 0.495596478 #> [30,] 0.000000000 #> [31,] 1.305896551 #> [32,] 0.000000000 #> [33,] -0.277317521 #> [34,] 0.000000000 #> [35,] 0.000000000 #> [36,] 0.000000000 #> [37,] 1.222465808 #> [38,] 0.000000000 #> [39,] 0.000000000 #> [40,] 0.000000000 #> [41,] 0.000000000 #> [42,] 0.000000000 #> [43,] 0.000000000 #> [44,] 0.000000000 #> [45,] 0.000000000 #> [46,] -0.751246514 #> [47,] 0.000000000 #> [48,] -0.504149770 #> [49,] 0.000000000 #> [50,] 0.000000000 #> [51,] 0.000000000 #> [52,] 0.245657598 #> [53,] -0.004173067 #> [54,] 1.784883708 #> [55,] 1.762007314 #> [56,] -0.235819617 #> [57,] -0.731643681 #> [58,] 0.000000000 #> [59,] -0.087197921 #> [60,] 0.000000000 #> [61,] 0.000000000 #> [62,] 0.000000000 #> [63,] 1.766159752 #> [64,] -0.924151286 #> [65,] 0.951024112 #> [66,] 0.000000000 #> [67,] -0.954837771 #> [68,] 0.000000000 #> [69,] 0.000000000 #> [70,] 0.000000000 #> [71,] 0.000000000 #> [72,] 0.817040921 #> [73,] 0.000000000 #> [74,] 0.000000000 #> [75,] -0.302193170 #> [76,] 0.066210833 #> [77,] 0.000000000 #> [78,] 0.000000000 #> [79,] 0.000000000 #> [80,] 0.000000000 #> #> $betamat[[4]] #> [,1] #> [1,] -1.11140934 #> [2,] -0.43330597 #> [3,] 0.00000000 #> [4,] -0.33040246 #> [5,] -0.63721170 #> [6,] -0.94874752 #> [7,] 0.00000000 #> [8,] 0.91732924 #> [9,] -0.36098750 #> [10,] 0.00000000 #> [11,] 2.03784092 #> [12,] 0.41881176 #> [13,] 0.00000000 #> [14,] -0.84455910 #> [15,] 0.00000000 #> [16,] -0.13944719 #> [17,] 0.00000000 #> [18,] -0.18827767 #> [19,] 0.00000000 #> [20,] -0.46646356 #> [21,] 0.00000000 #> [22,] 0.18280868 #> [23,] -0.06716948 #> [24,] -0.66725417 #> [25,] -0.59167384 #> [26,] 0.09732859 #> [27,] -0.34976419 #> [28,] -0.51427996 #> [29,] 0.39079401 #> [30,] 0.00000000 #> [31,] 2.16157247 #> [32,] 0.00000000 #> [33,] -0.20318864 #> [34,] -0.25279243 #> [35,] 0.97848114 #> [36,] -0.25104010 #> [37,] 1.59116597 #> [38,] 0.00000000 #> [39,] 0.00000000 #> [40,] 0.94222907 #> [41,] 0.00000000 #> [42,] 0.00000000 #> [43,] 0.80663573 #> [44,] 0.00000000 #> [45,] 0.19178887 #> [46,] -0.91638708 #> [47,] 0.00000000 #> [48,] -0.94645859 #> [49,] 0.00000000 #> [50,] 0.00000000 #> [51,] 0.00000000 #> [52,] 0.12037551 #> [53,] -0.18210133 #> [54,] 2.06695015 #> [55,] 2.20119495 #> [56,] 0.00172942 #> [57,] -0.36754520 #> [58,] 0.52475669 #> [59,] -0.06184861 #> [60,] 0.00000000 #> [61,] 0.13681778 #> [62,] 0.00000000 #> [63,] 2.15446972 #> [64,] -0.96079966 #> [65,] 0.92964764 #> [66,] -0.07373451 #> [67,] -0.59825346 #> [68,] 0.15010508 #> [69,] 0.00000000 #> [70,] 0.00000000 #> [71,] 0.00000000 #> [72,] 0.92958547 #> [73,] -0.18808497 #> [74,] 0.00000000 #> [75,] -0.25151554 #> [76,] 0.06722918 #> [77,] -0.81951883 #> [78,] 0.00000000 #> [79,] -0.46601169 #> [80,] -0.04501410 #> #> $betamat[[5]] #> [,1] #> [1,] -1.4314010543 #> [2,] -0.6751799596 #> [3,] 0.0000000000 #> [4,] -0.4526309340 #> [5,] -1.1524105786 #> [6,] -1.0267841497 #> [7,] 0.0000000000 #> [8,] 1.0352379391 #> [9,] -0.4966036966 #> [10,] 0.0000000000 #> [11,] 2.6422809488 #> [12,] 0.7974759675 #> [13,] -0.4711791419 #> [14,] -1.1365031060 #> [15,] 0.0000000000 #> [16,] -0.1851503877 #> [17,] 0.0000000000 #> [18,] 0.0319301626 #> [19,] 0.7526785517 #> [20,] -0.6846053806 #> [21,] -0.2007952838 #> [22,] 0.4354621699 #> [23,] -0.2552559830 #> [24,] -1.2429774014 #> [25,] -0.5765267906 #> [26,] 0.1155632326 #> [27,] -0.3456078221 #> [28,] -0.8162850584 #> [29,] 0.3961774289 #> [30,] 0.0000000000 #> [31,] 2.5867262470 #> [32,] 0.0000000000 #> [33,] -0.0001442987 #> [34,] -0.3059541199 #> [35,] 1.3915903279 #> [36,] -0.3925206122 #> [37,] 1.6449688371 #> [38,] 0.0000000000 #> [39,] 0.0000000000 #> [40,] 1.1890377043 #> [41,] 0.0000000000 #> [42,] 0.0000000000 #> [43,] 1.1837766330 #> [44,] -0.6865367942 #> [45,] 0.2993548028 #> [46,] -1.1975269606 #> [47,] 0.0000000000 #> [48,] -1.1372390291 #> [49,] 0.0000000000 #> [50,] 0.0000000000 #> [51,] -0.0764700681 #> [52,] 0.0896650567 #> [53,] -0.2508718150 #> [54,] 2.2873217039 #> [55,] 2.4404632436 #> [56,] 0.1869101202 #> [57,] -0.2676207449 #> [58,] 0.4497220182 #> [59,] -0.2683152460 #> [60,] 0.0000000000 #> [61,] -0.2358497796 #> [62,] 1.1119452539 #> [63,] 2.4497641178 #> [64,] -1.0735978475 #> [65,] 0.9881184878 #> [66,] -0.2507408722 #> [67,] -0.4228605343 #> [68,] -0.0462723270 #> [69,] 1.0590581045 #> [70,] 0.0000000000 #> [71,] -0.4625440678 #> [72,] 0.9630273831 #> [73,] -0.1536847616 #> [74,] 0.0000000000 #> [75,] -0.3173085855 #> [76,] -0.0227914710 #> [77,] -0.9054678502 #> [78,] 0.0000000000 #> [79,] -0.5481084630 #> [80,] 0.2152028228 #> #> $betamat[[6]] #> [,1] #> [1,] -1.9005518974 #> [2,] -0.9020676622 #> [3,] -0.4963468393 #> [4,] -0.6115730438 #> [5,] -1.5521350167 #> [6,] -0.8159570154 #> [7,] 0.0000000000 #> [8,] 1.4584405744 #> [9,] -0.7304096232 #> [10,] 0.0000000000 #> [11,] 3.4377371093 #> [12,] 1.1441377675 #> [13,] -0.6001611942 #> [14,] -1.1098472955 #> [15,] 0.2286134633 #> [16,] -0.0004585089 #> [17,] 0.0000000000 #> [18,] 0.4774739378 #> [19,] 0.8490270451 #> [20,] -0.7763232429 #> [21,] -0.4507038700 #> [22,] 0.8411312623 #> [23,] -0.5909638715 #> [24,] -1.8383123218 #> [25,] -0.3580495390 #> [26,] 0.1345470525 #> [27,] -0.7874198828 #> [28,] -1.4862460542 #> [29,] 0.0197926212 #> [30,] 0.0000000000 #> [31,] 3.0874217338 #> [32,] 0.0000000000 #> [33,] -0.1873832419 #> [34,] -0.4162965330 #> [35,] 1.9665657147 #> [36,] -0.6529463976 #> [37,] 1.8396649543 #> [38,] 0.0000000000 #> [39,] 0.1231077531 #> [40,] 1.4935298535 #> [41,] 0.0000000000 #> [42,] -1.1199810362 #> [43,] 1.3543740454 #> [44,] -1.1702487695 #> [45,] 0.4206345010 #> [46,] -1.3831902250 #> [47,] 0.0000000000 #> [48,] -1.1653878518 #> [49,] 0.0000000000 #> [50,] -0.2339686544 #> [51,] -0.1697123256 #> [52,] 0.2076756398 #> [53,] -0.6884254422 #> [54,] 2.6348417723 #> [55,] 2.9696841751 #> [56,] 0.1529453382 #> [57,] -0.1812271116 #> [58,] 0.3882048407 #> [59,] -0.6120768605 #> [60,] -0.7946943546 #> [61,] -0.6606265292 #> [62,] 1.5787625460 #> [63,] 2.7146115505 #> [64,] -0.8536561236 #> [65,] 1.2380773177 #> [66,] -0.3977636454 #> [67,] 0.0899806873 #> [68,] -0.1952252417 #> [69,] 1.2409580219 #> [70,] 0.0000000000 #> [71,] -1.2138179388 #> [72,] 0.9228259067 #> [73,] -0.2149470743 #> [74,] 0.0000000000 #> [75,] -0.1942112269 #> [76,] -0.0096681930 #> [77,] -0.9106410053 #> [78,] 0.0000000000 #> [79,] -0.5409512727 #> [80,] 0.5592776786 #> #> #> $new2As #> $new2As[[1]] #> [1] 8 20 25 31 37 52 54 55 57 63 65 67 #> #> $new2As[[2]] #> [1] 1 2 9 11 12 26 53 59 64 72 75 #> #> $new2As[[3]] #> [1] 5 6 24 29 33 46 48 56 76 #> #> $new2As[[4]] #> [1] 4 14 16 18 22 23 27 28 34 35 36 40 43 45 58 61 66 68 73 77 79 80 #> #> $new2As[[5]] #> [1] 13 19 21 44 51 62 69 71 #> #> $new2As[[6]] #> [1] 3 15 39 42 50 60 #> #> #> $mu #> [,1] #> [1,] -0.1434088 #> #> $meanx #> [1] 0.3659693 0.3687130 0.4054369 0.3789522 0.3960204 0.3713510 0.3697721 #> [8] 0.3745129 0.3976914 0.3407758 0.3406323 0.3981697 0.3701728 0.3964769 #> [15] 0.3853002 0.3702966 0.3842282 0.3999653 0.3923272 0.3839718 0.3794753 #> [22] 0.3771430 0.3980986 0.3725629 0.3884747 0.3750235 0.3636380 0.3563959 #> [29] 0.3723002 0.3641653 0.3995765 0.3411732 0.3843096 0.3902665 0.3239239 #> [36] 0.4133588 0.3774766 0.3834619 0.3789578 0.3855780 0.3725148 0.3631459 #> [43] 0.3861785 0.3669268 0.3807972 0.3794865 0.3919303 0.3506442 0.3809565 #> [50] 0.3779789 0.3942410 0.3718866 0.3964180 0.3996274 0.4041731 0.3801186 #> [57] 0.3910684 0.3954690 0.3660235 0.4018754 0.3837985 0.4173118 0.3456438 #> [64] 0.3860567 0.4043647 0.3997507 0.3860025 0.3861651 0.4117573 0.3834826 #> [71] 0.3649813 0.3772668 0.3875451 0.4037679 0.3968612 0.3745137 0.3995883 #> [78] 0.3986540 0.4018562 0.3910038 #> #> $normx #> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [77] 1 1 1 1 #> #> $normy #> [1] 1 #> #> $eta #> [1] 0.5 #> #> $K #> [1] 6 #> #> $kappa #> [1] 0.5 #> #> $select #> [1] "pls2" #> #> $fit #> [1] "regression" #> #> $projection #> [1] NA #> #> attr(,"class") #> [1] "spls" #> #> $DKsplsDR_modplsr #> $call #> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE, #> scale.Y = FALSE) #> #> $X #> [,1] [,2] [,3] [,4] [,5] #> 1 0.6340306910 -0.0469599797 0.026396788 -0.065565697 0.125680596 #> 2 -0.0442163360 0.6312870474 0.097206575 0.075571045 -0.076299977 #> 3 0.0658644183 0.1339305611 0.594563061 0.019259758 0.090367958 #> 4 -0.0525828126 0.0858102857 -0.007224988 0.621047807 -0.018470496 #> 5 0.1557316800 -0.0489925366 0.080951412 -0.001402296 0.603979607 #> 6 -0.1064615622 -0.1116879593 -0.115136578 -0.075696828 0.004526298 #> 7 0.0270686268 -0.0790588661 -0.071831451 0.036285175 -0.035814199 #> 8 -0.0742902094 -0.0754661957 0.089959918 0.005713492 0.060541444 #> 9 0.1372895023 0.0969862455 0.049755766 -0.014358533 -0.060668481 #> 10 0.0272818210 0.1955113879 -0.003603994 -0.015363520 -0.030428476 #> 11 -0.0214923733 -0.1832633191 -0.130981415 -0.091646196 -0.004541978 #> 12 -0.0431409377 -0.1192663572 -0.038310825 -0.019566382 -0.035641384 #> 13 -0.0759068757 0.0015640600 -0.035738548 -0.091563423 -0.044479594 #> 14 -0.0806385095 -0.0094671486 -0.009461455 -0.061521016 -0.011856671 #> 15 0.1354059264 -0.0072761090 0.021582781 -0.006958785 -0.053107507 #> 16 0.0710598473 -0.0182196646 -0.044608243 -0.069728147 0.205981535 #> 17 -0.1011330084 -0.0227718847 -0.108674325 -0.074491369 -0.101183238 #> 18 0.1840281376 -0.0181545943 -0.032503681 -0.013442838 0.020302012 #> 19 -0.0424746101 -0.0101790420 0.033027557 0.052303132 -0.013047969 #> 20 0.0086339165 -0.0728140338 -0.052090679 -0.066257657 -0.078094538 #> 21 0.1041591946 0.0990735787 0.024301970 0.016619647 0.036164914 #> 22 0.0093188058 -0.0413255706 0.006559695 -0.142805527 0.064640683 #> 23 -0.0700431073 0.0749043136 0.079264088 0.010513678 -0.077235853 #> 24 -0.0140265648 -0.0582025933 0.026467953 0.021587566 0.040781795 #> 25 -0.0231853064 -0.1236019421 -0.009844506 -0.119795594 -0.041641762 #> 26 -0.0395865780 -0.1003542262 -0.059695720 0.025253352 -0.096947437 #> 27 -0.1430209307 -0.0972610534 -0.088448549 -0.078290179 -0.051974924 #> 28 -0.0327259343 -0.1238111449 0.069337347 -0.077920865 -0.017588447 #> 29 -0.0656681589 0.0223466841 -0.025214506 -0.080863886 -0.132385843 #> 30 -0.0905818900 -0.0471717515 -0.122418188 -0.026461108 -0.036765976 #> 31 0.0407295785 0.0609414558 0.132711078 -0.076637953 0.052650086 #> 32 -0.0880264365 0.0681780860 -0.079690869 0.061241503 -0.085457647 #> 33 -0.0051073771 0.1276074766 -0.037215852 -0.025997392 -0.144717324 #> 34 -0.0690756946 -0.0777483204 -0.080516194 -0.019164208 -0.095841323 #> 35 -0.0086736704 -0.1416466079 -0.111723321 -0.089387188 0.037646043 #> 36 0.0061459903 -0.0278985581 0.038955988 -0.021646422 0.008313405 #> 37 -0.0289788324 -0.0958475334 0.018384194 -0.044087115 0.116511111 #> 38 -0.0363729584 -0.0948457678 -0.068663641 -0.066692434 -0.109131208 #> 39 -0.0258840970 -0.0238150420 -0.107917654 -0.121499354 -0.081331218 #> 40 0.0379610959 -0.0061439992 0.083783149 -0.030142460 0.065652260 #> 41 -0.0993215605 0.0584209257 -0.065031471 0.137777984 -0.105406780 #> 42 0.0699784047 -0.1240577386 0.002443048 -0.028643844 0.070039192 #> 43 -0.0211938000 -0.0285031535 -0.053818786 0.017292574 -0.013266754 #> 44 -0.0005631914 0.0701230888 -0.002888151 -0.063713809 -0.096654352 #> 45 -0.0604630800 -0.0286983342 -0.069191287 -0.050327597 -0.151457980 #> 46 -0.0559271692 -0.1554568727 -0.042642220 -0.034769671 0.206930186 #> 47 0.0935936855 0.0628501641 0.091607762 0.018480825 0.069309780 #> 48 -0.0997777988 0.0332009250 -0.088026180 0.128016432 -0.049113183 #> 49 0.0650196001 -0.0638078748 -0.062610476 -0.084374899 0.184002438 #> 50 0.0365838902 -0.0008335115 -0.069975188 0.065554596 -0.034215201 #> 51 0.0450878907 0.0653420060 -0.046938819 0.189375682 -0.034832800 #> 52 -0.0491117319 0.1519222921 0.085004662 -0.067707499 0.005728801 #> 53 0.1177436486 0.0374400712 -0.004157191 -0.062641022 -0.081242279 #> 54 -0.0900247714 0.1016230611 0.001180025 0.096659447 0.032590121 #> 55 -0.0239673152 0.1478593990 0.103193128 0.072004013 0.057226558 #> 56 0.1651457793 -0.0376373021 -0.030275339 0.106950399 -0.060452536 #> 57 0.1433945211 0.0167536227 -0.051970657 -0.003146024 -0.042524533 #> 58 -0.0957513151 0.1053812556 -0.109181758 0.004090644 -0.073850645 #> 59 0.0112322928 -0.1384550869 -0.087316158 -0.020595765 -0.008559188 #> 60 -0.0639766542 -0.1095397275 -0.032515050 -0.012732538 -0.020426464 #> 61 -0.1204479819 -0.0674304256 0.014821265 0.026682399 -0.051539676 #> 62 -0.0044138176 0.0807365351 0.008153613 0.061787500 -0.014004790 #> 63 -0.0879360510 -0.1039605472 0.056796906 -0.006888509 0.010798204 #> 64 0.0587899228 0.1447569555 0.076370556 -0.005876775 0.138597516 #> 65 0.0344160589 0.1450110045 0.063306794 0.119947530 -0.037461388 #> 66 -0.0068962652 -0.0064825133 0.186140800 0.009363498 -0.045167844 #> 67 0.0092693778 -0.0468653132 0.075786334 0.048596252 -0.053113600 #> 68 0.0866329299 -0.0695440035 0.001238434 -0.058603024 0.067377024 #> 69 0.0907514922 0.0653822990 0.113954772 0.038408541 0.171677022 #> 70 -0.0476950397 -0.0733820596 -0.075544806 0.009122073 -0.088466238 #> 71 -0.0158250218 -0.0218539481 -0.053005954 0.106434635 0.036980988 #> 72 -0.0608365439 -0.1307572942 -0.012523672 -0.087858142 -0.029364727 #> 73 -0.0761837045 0.0213490933 -0.039539347 -0.032213366 -0.062912724 #> 74 -0.0321988710 0.1129511459 0.052720445 0.157913942 0.001160198 #> 75 0.0158477592 0.0736517828 0.053828929 -0.022371186 0.064830891 #> 76 -0.0005021283 -0.1401826963 -0.055134341 -0.046457651 0.317754615 #> 77 -0.1046175075 0.0371796045 -0.012250842 0.091888215 -0.103001296 #> 78 -0.0206734347 0.0379614011 0.126233326 -0.028640696 -0.001207294 #> 79 -0.1028185442 0.0023145974 -0.039435344 0.018012121 -0.101183651 #> 80 0.0362215845 0.0603477916 -0.040501898 -0.063239074 -0.074663891 #> [,6] [,7] [,8] [,9] [,10] #> 1 -0.111843216 -0.082833778 0.105567440 0.0038446070 -7.534130e-02 #> 2 -0.114325969 -0.081266121 0.068007827 -0.1551826952 -1.487231e-01 #> 3 -0.081050601 0.120883980 0.057501334 -0.0661768050 -3.104356e-02 #> 4 -0.068095597 0.010152808 -0.033097711 -0.0533263318 -3.878386e-02 #> 5 0.029195729 0.082048960 -0.062339458 0.0508460861 -3.779066e-02 #> 6 0.628649038 -0.004837050 -0.062132401 0.0569795788 3.653613e-02 #> 7 -0.042077380 -0.007044736 -0.011334325 0.1371087960 5.153628e-02 #> 8 -0.001675135 0.625487122 -0.095037317 0.1286976801 -6.609091e-02 #> 9 -0.035791993 -0.071858824 0.602308629 -0.0238720481 -1.224672e-01 #> 10 -0.100897433 -0.099284080 -0.087437046 -0.1037147183 -1.520646e-01 #> 11 0.026260945 0.094817131 -0.080931090 0.6593676713 5.704480e-02 #> 12 0.063354837 -0.042434113 -0.121988856 0.1145821440 6.018303e-01 #> 13 -0.021726356 0.006647546 -0.021056117 0.0329172828 -2.495773e-02 #> 14 0.138855213 -0.020578971 -0.069360354 -0.0669192252 8.404357e-02 #> 15 -0.119836903 -0.002618455 0.192210963 0.0226718966 -4.725132e-02 #> 16 0.024684845 0.021685298 0.005414650 -0.0218445058 -1.313223e-01 #> 17 0.018100633 -0.109018968 -0.013462828 -0.0192295480 1.425934e-01 #> 18 0.037259769 -0.028672191 0.071417591 -0.0337732899 1.408343e-02 #> 19 -0.059643137 -0.023780204 0.156793894 -0.0195858212 -3.998455e-02 #> 20 0.021158401 -0.016205423 0.052874610 0.0531150504 3.471433e-02 #> 21 -0.054784752 -0.108061579 -0.032770707 -0.0951337690 -1.092008e-01 #> 22 0.038619824 0.007645962 -0.013873905 0.0035757647 5.682156e-02 #> 23 -0.058500112 -0.015837182 -0.033484382 -0.0873468082 -3.986584e-02 #> 24 -0.013584242 0.055959626 -0.073623949 0.0001446614 -4.543325e-02 #> 25 0.151438310 -0.013444825 -0.031421192 -0.0209637599 1.909751e-01 #> 26 0.079583811 -0.070059326 -0.071639950 0.1093678457 1.734290e-01 #> 27 0.047979081 -0.002796755 -0.074853343 0.0819691714 3.054274e-02 #> 28 -0.060903311 0.080390449 -0.002195942 0.0033484909 -4.724890e-02 #> 29 0.062481349 -0.156123828 0.084929956 -0.0554245543 2.169365e-02 #> 30 0.024844571 -0.130677435 -0.131544486 -0.0218915241 6.748183e-02 #> 31 -0.046194876 -0.043584172 -0.014332508 -0.0506033642 -3.405752e-04 #> 32 -0.093037459 -0.087766961 -0.173544682 -0.1050466786 2.925089e-05 #> 33 0.002762269 -0.143642146 0.121248707 -0.1113183963 -9.343794e-02 #> 34 -0.046003792 0.028337544 -0.051383879 -0.0230099688 4.100571e-02 #> 35 0.025243978 0.013698844 -0.150602327 -0.0154088565 -9.973486e-02 #> 36 -0.044917112 0.034632681 -0.059135647 0.0065132577 9.379340e-02 #> 37 0.004984584 0.003605908 -0.025564991 0.0379241814 -1.553543e-02 #> 38 0.102673811 -0.088645556 -0.031159256 0.0874235814 1.599994e-01 #> 39 0.148166827 -0.160608176 0.021371758 0.0085775296 4.570304e-02 #> 40 0.001918361 0.004748244 0.074327223 -0.0880991023 -3.588071e-02 #> 41 0.020593840 -0.047179056 0.030733107 -0.0660407889 -2.366572e-02 #> 42 -0.061112299 0.187336505 -0.058893924 0.0771615247 -9.534876e-02 #> 43 -0.028829321 -0.086805203 -0.128502601 -0.0044720913 1.291244e-01 #> 44 0.082989644 -0.124248993 0.069889165 -0.1035680151 -6.599993e-02 #> 45 0.031650142 -0.040472730 0.180839840 0.0593203072 1.296292e-02 #> 46 0.169238637 0.129083728 -0.173137233 0.0877921032 9.379697e-02 #> 47 -0.024505640 -0.024052445 0.074902287 0.0042895292 -6.396916e-02 #> 48 0.050387580 0.013588366 0.004048375 0.0069124009 -1.115073e-01 #> 49 0.097551761 -0.023176831 -0.030228890 0.1336488972 -1.752623e-02 #> 50 -0.103862411 -0.007307321 -0.046483999 0.0464178440 -2.427099e-02 #> 51 -0.076757215 -0.042795427 0.057239399 -0.0163858707 -3.668951e-02 #> 52 -0.049411673 0.019158425 0.095882123 -0.1065185070 -1.990276e-01 #> 53 -0.022705762 -0.060688369 0.327672846 -0.0647540527 -1.001782e-01 #> 54 0.048341939 0.018114620 -0.120334269 -0.0311965930 -3.049456e-02 #> 55 -0.044021915 0.001292198 0.025853869 -0.1225698615 -1.459164e-01 #> 56 -0.097572559 -0.093790080 -0.010998686 -0.0586123427 -1.952298e-02 #> 57 -0.084055636 -0.108348078 0.008788960 -0.0711694214 -4.253607e-02 #> 58 0.103482183 -0.079025398 -0.061020291 -0.0151866005 2.976704e-03 #> 59 0.022472698 0.020853059 -0.150345705 0.1091835736 1.299011e-01 #> 60 0.083822939 -0.028053784 -0.114633033 0.0358667755 2.178834e-01 #> 61 -0.059305678 0.090753047 -0.063314600 0.0640126157 2.102221e-02 #> 62 -0.065370959 -0.030289777 0.041111372 -0.0251196657 1.510720e-02 #> 63 -0.076071990 0.165920439 -0.021661274 0.0059699799 -8.965506e-02 #> 64 -0.019113810 -0.011057442 0.048251722 -0.1008224530 -1.059232e-01 #> 65 -0.053220427 0.107227447 0.155539254 0.0062957707 -1.415817e-01 #> 66 -0.057826529 0.061468287 0.005427310 0.0015129724 4.007088e-02 #> 67 -0.096031155 0.011501511 -0.036952960 -0.0451536997 1.321196e-01 #> 68 -0.095178445 0.036864004 0.104791185 0.0429597926 -6.581960e-02 #> 69 -0.120900249 0.096702345 0.037463365 0.0145646521 -8.418912e-02 #> 70 0.081579638 0.084593478 -0.008143631 -0.0392193141 4.541113e-03 #> 71 -0.053554831 -0.049161894 -0.127638201 0.0302958474 8.025759e-02 #> 72 -0.004326625 0.071092469 0.030807900 0.0217969196 -4.659726e-03 #> 73 0.030429883 -0.008140976 -0.005946004 0.0577815745 -6.546344e-02 #> 74 -0.051766809 -0.010619180 -0.015176619 -0.0647158507 6.179796e-02 #> 75 -0.001571570 0.186187915 0.092565983 -0.0240332616 -1.198643e-01 #> 76 0.014835059 0.094948618 -0.135899852 0.1489956325 3.182492e-02 #> 77 0.020545004 -0.010188634 -0.033822896 -0.0730157310 3.699935e-02 #> 78 -0.054012211 0.025081638 -0.032776150 -0.1245973261 3.879027e-02 #> 79 -0.014575369 -0.007666019 -0.060884268 -0.0349604543 9.795654e-02 #> 80 0.054413334 -0.107761708 0.060321092 -0.1237703182 5.318838e-03 #> [,11] [,12] [,13] [,14] [,15] #> 1 -0.0801103848 -0.1111460727 1.160750e-01 0.066732549 0.150032169 #> 2 0.0001041947 -0.0372310682 -2.386338e-02 -0.019803319 -0.049406919 #> 3 -0.0004744267 -0.0005013875 4.171949e-02 -0.009467911 -0.027032020 #> 4 -0.0827840479 -0.0790456948 -1.330682e-02 -0.061072560 -0.034455923 #> 5 -0.0186320186 -0.0123131500 -4.238734e-02 0.231705322 0.016357127 #> 6 -0.0205482112 0.1137293030 -1.337862e-01 0.025739200 0.008645454 #> 7 -0.1619114715 -0.0031022212 -5.381577e-02 -0.104558884 -0.052840793 #> 8 0.0109876058 -0.0425429656 -1.340581e-02 0.025901569 -0.054124591 #> 9 0.0064624356 -0.0681458553 2.046021e-01 0.032809414 0.069143684 #> 10 -0.0395722869 -0.1291549167 -6.430172e-02 -0.093067370 -0.094614344 #> 11 0.0033767935 -0.1227637687 -2.199600e-02 -0.051508784 -0.093106239 #> 12 0.0030391227 0.0857363706 -3.438187e-02 -0.103449251 0.012287824 #> 13 0.6298271820 -0.1067422786 1.471935e-01 -0.035725544 -0.107787925 #> 14 -0.0804382245 0.6035231278 -1.613666e-01 0.032422885 -0.021554823 #> 15 0.1623209223 -0.1725432046 6.146998e-01 -0.008162608 0.056162971 #> 16 -0.0356017556 0.0062426195 -2.316623e-02 0.629703393 0.130422215 #> 17 0.1120537767 0.0410531124 -1.955763e-02 -0.012811417 0.092237789 #> 18 -0.0779954656 -0.0180664176 7.082802e-02 0.160090886 0.600034722 #> 19 0.0563897330 -0.0420396164 1.059419e-01 -0.111883671 -0.072630433 #> 20 -0.1243833448 0.1953452385 -7.123187e-02 -0.038074739 -0.019117427 #> 21 -0.1148158464 -0.0081223299 -5.289928e-02 0.123764549 0.077656634 #> 22 0.0667323021 0.0674915151 2.447348e-03 0.068507674 -0.028811748 #> 23 0.0711011282 -0.0303209521 3.154102e-02 -0.035743051 -0.018052139 #> 24 -0.1551790689 0.1420484723 -1.160924e-01 0.118488187 -0.024691600 #> 25 -0.0691400705 0.1526019842 -3.662476e-02 -0.063617663 0.073763214 #> 26 -0.1150718033 0.0335062043 -1.147445e-01 -0.113828421 -0.029740142 #> 27 0.3164105997 -0.1157067937 1.887375e-02 -0.068657311 -0.108114872 #> 28 0.0037235549 -0.1417412049 1.098365e-01 -0.002068177 -0.043529419 #> 29 -0.0431591216 -0.0059529121 -9.993877e-04 -0.030942022 0.044186058 #> 30 -0.1246649378 0.0373272252 -1.497200e-01 -0.060514030 0.005199030 #> 31 0.0004070924 0.0136028739 3.563580e-02 0.011449106 -0.048436646 #> 32 -0.1000812883 -0.0312542733 -1.213765e-01 -0.075688574 -0.105625368 #> 33 0.0812635337 -0.0449071032 4.804616e-02 -0.036043812 -0.042901370 #> 34 0.0001210561 0.1008723061 -4.232520e-02 -0.061622758 -0.015459888 #> 35 0.0174771933 -0.1194516788 -7.775867e-02 0.037373359 -0.108886193 #> 36 0.0117300673 -0.0042840486 1.170320e-02 -0.071937734 -0.023296687 #> 37 -0.0925640816 0.0648708970 -7.131646e-02 0.046153653 -0.015599958 #> 38 -0.0082478553 0.0196847224 -1.537094e-02 -0.045919223 0.092328850 #> 39 -0.1035593902 0.1027371349 -1.288296e-01 0.032018563 0.076114500 #> 40 -0.0507444351 0.0533338660 1.732592e-02 0.157643820 -0.040622380 #> 41 -0.0725254420 -0.0307802131 1.763220e-03 -0.049123666 0.020176278 #> 42 0.0656216173 -0.1715313386 1.356620e-01 0.012438532 0.007537345 #> 43 -0.0016284467 0.0161503254 -3.159273e-02 -0.026019419 -0.031897668 #> 44 -0.0773335080 -0.0291957443 -7.409856e-02 -0.024994162 -0.031175666 #> 45 -0.0319429256 0.0240027221 5.912892e-03 -0.086461139 0.085239008 #> 46 -0.0543113683 0.0322041028 -1.581922e-01 0.073721242 0.014903149 #> 47 -0.0363910807 -0.0437731415 -3.331867e-05 0.005743536 0.074427590 #> 48 -0.0134886824 -0.1548275137 -3.810653e-02 -0.070420040 -0.021990860 #> 49 0.1261897392 -0.0513252510 -6.222215e-02 0.164416815 0.015348696 #> 50 0.0285043310 -0.1225538999 2.929607e-02 -0.096009890 -0.018668210 #> 51 0.1053568065 -0.1407460120 1.693132e-01 -0.078551059 0.020695003 #> 52 0.1209228625 -0.0916019374 4.977361e-02 0.130836410 -0.075297692 #> 53 0.0709395627 -0.1104135578 2.293083e-01 0.005416491 0.066192116 #> 54 -0.0430700321 0.0177248695 -1.023259e-01 -0.003240604 -0.007645427 #> 55 -0.0594893948 0.0290388160 -6.094922e-02 0.104150438 0.044751853 #> 56 -0.0757321575 -0.1169947363 8.086034e-02 -0.022015678 0.103490070 #> 57 -0.0598217449 -0.0021310161 1.725388e-02 0.034627329 0.129886900 #> 58 -0.0302767008 0.1495925740 -1.191877e-01 -0.036329830 -0.042668740 #> 59 -0.1413239840 0.0340451617 -1.172700e-01 -0.101926459 -0.012427732 #> 60 0.0248969137 0.1152144275 -1.357595e-02 -0.108546551 -0.034341599 #> 61 -0.0260112638 -0.0050652572 -3.316196e-02 -0.131633146 -0.103231799 #> 62 0.2661820908 -0.0658588897 1.477406e-01 -0.062656485 -0.054112485 #> 63 -0.0421734402 -0.1079165493 4.817117e-02 0.006622028 -0.155409037 #> 64 0.0857078937 -0.0304661900 -2.114028e-02 0.138372166 0.030698488 #> 65 -0.0061939549 -0.0759314321 7.075882e-02 0.036246209 0.104017664 #> 66 -0.0440628821 0.0523192410 -9.620343e-03 -0.098057290 -0.088530967 #> 67 -0.0223388259 0.0511655462 1.637875e-02 -0.042742371 0.107028830 #> 68 -0.0589765926 -0.0010925859 9.363781e-02 0.124816448 0.019767772 #> 69 -0.0166282100 0.0192237894 2.254127e-02 0.010351267 -0.043596870 #> 70 -0.0864147148 0.0622054723 9.098229e-03 -0.050867966 0.085151324 #> 71 -0.0571182268 -0.1056731511 -5.408411e-02 -0.096398209 -0.108033037 #> 72 -0.0647264850 0.0469766439 -1.694824e-03 -0.029812152 -0.016493989 #> 73 0.2535006768 -0.0237793178 2.027174e-02 -0.061735290 -0.106552643 #> 74 0.0027034384 0.0078392969 -2.943677e-02 -0.076201947 -0.014771858 #> 75 0.1003822381 0.0489345644 3.080941e-02 0.081222345 -0.047874083 #> 76 -0.0090707257 -0.0571790468 -9.833076e-02 0.138262608 -0.035590668 #> 77 0.0878564530 0.0956036266 4.834556e-03 -0.142543872 -0.139687747 #> 78 0.0019114791 0.0980687734 -3.492517e-02 0.005725747 -0.010034862 #> 79 0.0023629878 0.1936459296 -6.882753e-02 -0.103893453 -0.094372695 #> 80 -0.0658370575 0.0582538400 -2.645433e-02 0.042875772 0.140961847 #> [,16] [,17] [,18] [,19] [,20] #> 1 -0.0688325241 -9.368591e-03 0.090653183 -0.0018549181 -0.102172406 #> 2 -0.0337933122 -8.807290e-02 0.088311211 -0.0497556509 0.045518659 #> 3 0.0461372730 -3.062556e-02 0.050263589 0.0348536016 0.086602419 #> 4 0.0389281019 -7.127728e-02 0.016096520 -0.1409963666 -0.008632737 #> 5 -0.0093547991 -6.604596e-02 0.052709987 0.0835180437 -0.079314068 #> 6 -0.0806193974 8.537547e-03 -0.062909110 0.0328277539 -0.085247758 #> 7 -0.0328596662 1.657192e-01 0.050522054 -0.0418423890 -0.072270067 #> 8 -0.0415945493 -2.566436e-02 -0.113024022 0.0050158064 -0.039422912 #> 9 0.1621580420 6.659416e-02 -0.014554657 0.0066744333 -0.033891619 #> 10 -0.1166531218 -1.283695e-01 0.147395275 -0.1151112458 0.011902503 #> 11 -0.0712807154 9.775563e-03 -0.133976760 -0.0329349395 -0.144813087 #> 12 -0.0341421035 4.891219e-02 -0.090506415 0.0778482042 -0.039794773 #> 13 0.0342353282 -1.381823e-01 -0.124118349 0.0597620872 0.043175339 #> 14 -0.0378899671 2.078503e-01 0.008879222 0.0868253544 -0.031942688 #> 15 0.0989149227 -6.990346e-02 -0.047074369 0.0106045437 0.018742643 #> 16 -0.1339142873 -5.174995e-02 0.114585835 0.0616612474 -0.063545052 #> 17 0.0114582369 -8.655495e-05 -0.093553449 -0.0017990154 0.036220503 #> 18 -0.0649923777 -3.123965e-03 0.098146591 -0.0059895034 -0.016185468 #> 19 0.6076727771 4.231975e-02 -0.157116042 -0.0827931712 -0.009400800 #> 20 0.0339643430 6.160282e-01 -0.050209371 -0.0298175403 -0.102127396 #> 21 -0.1699679447 -5.470587e-02 0.620524680 0.0060532414 0.040534344 #> 22 -0.0979773612 -3.664632e-02 0.003720954 0.6228569671 -0.013457561 #> 23 -0.0036294148 -8.800060e-02 0.059157632 0.0074980135 0.601901392 #> 24 -0.0730008076 1.031075e-01 0.027024275 -0.0879455533 -0.102042048 #> 25 -0.0447772926 6.526312e-02 -0.009569086 0.1411389902 -0.028707851 #> 26 -0.0491805337 1.004649e-01 -0.067069141 -0.0495555645 -0.044009815 #> 27 -0.0016691638 -1.758277e-01 -0.141228715 0.0569267517 0.063930576 #> 28 -0.0407058374 -1.284620e-01 -0.087792609 0.0580836533 0.021866021 #> 29 0.0341319975 5.743462e-03 -0.049321432 -0.0561486891 -0.009356098 #> 30 -0.1051866631 8.093991e-03 0.054134461 -0.0546890059 -0.043708049 #> 31 -0.0377712048 -8.447609e-02 0.042958500 0.1597814749 0.054720877 #> 32 -0.1382824947 -7.919107e-02 0.059540610 -0.0090609303 0.014120519 #> 33 0.0307912855 -1.573967e-02 0.050795339 -0.0300813065 0.041458811 #> 34 0.1382219679 5.833701e-02 -0.155999448 -0.0808012845 -0.030463968 #> 35 -0.1248657310 -1.147024e-01 -0.103023817 -0.1113426854 -0.080829996 #> 36 0.0881228821 -6.376996e-02 -0.084528625 0.0387207118 0.132617762 #> 37 0.0416352392 6.939364e-02 -0.035482963 -0.0204467366 -0.120307211 #> 38 -0.0248205173 2.127025e-03 -0.012342422 0.0039205072 -0.054578729 #> 39 -0.1238552427 7.544011e-02 0.110053546 0.0032919206 -0.026996955 #> 40 -0.0459251652 -1.070886e-02 0.038843570 0.1723311438 -0.023701637 #> 41 -0.0176913696 -1.654269e-02 0.031776967 -0.0101641559 0.006050753 #> 42 -0.0433052342 -1.282009e-01 -0.060507281 -0.0396336735 0.063986924 #> 43 -0.0547623019 3.759565e-02 0.125863134 0.1046111432 -0.017701887 #> 44 -0.1349457839 -3.181047e-02 0.061174346 0.0562771479 0.016557802 #> 45 0.0648259739 2.491214e-01 -0.103393312 -0.0496166319 -0.054372328 #> 46 -0.1337017847 -6.340892e-02 0.007583415 0.0373180570 -0.043302386 #> 47 -0.0369973760 2.350828e-02 0.140768033 -0.0576628680 -0.001951678 #> 48 -0.0411322696 -8.654528e-02 -0.090945269 -0.0712271235 -0.102207798 #> 49 -0.0945181913 -1.235570e-01 0.012448965 0.0426359268 0.029898025 #> 50 -0.0108175247 -9.514991e-02 -0.025289517 -0.1182759590 0.064527936 #> 51 0.1711549310 -6.183346e-02 -0.045067837 -0.1042669159 -0.047689691 #> 52 -0.0720882708 -1.349736e-01 0.023938041 0.0565396697 0.108849552 #> 53 0.0856951113 -5.552807e-02 -0.047994204 0.0184102725 0.034914760 #> 54 -0.0651769212 -4.886226e-02 0.108779419 -0.0639153093 0.060593784 #> 55 -0.0209178160 -7.404517e-02 0.182943878 -0.0774752544 0.121022877 #> 56 -0.0359872708 4.523021e-02 0.156175208 -0.1325455810 0.026165918 #> 57 0.0642681871 6.305516e-02 0.083588348 -0.0931167048 -0.035155015 #> 58 -0.0436078875 6.867420e-02 0.035686327 -0.0918546560 -0.029057051 #> 59 -0.1158759908 1.164156e-01 0.020754241 -0.0344079589 -0.132773532 #> 60 0.0935743374 -2.959747e-03 -0.026492677 -0.0437364921 0.067801391 #> 61 0.1806497326 4.487911e-02 -0.108760085 -0.1247597762 0.077422200 #> 62 0.1059885686 -1.176179e-01 -0.026705049 0.0585077458 0.204688091 #> 63 -0.0209002130 -7.099044e-02 -0.125940397 -0.0508143715 -0.045565545 #> 64 -0.0779866875 -1.137002e-01 0.018101110 0.1438988392 0.008396643 #> 65 0.0237870380 -6.577417e-02 0.005697923 -0.0887075710 0.080149552 #> 66 0.0838805115 5.792773e-02 -0.055980679 0.0066645434 0.096642321 #> 67 -0.0006282298 5.168282e-02 0.003470981 -0.0002494483 0.049601839 #> 68 0.0049532633 1.499305e-01 0.055508536 -0.0220030442 -0.072416289 #> 69 0.1739526155 6.914722e-02 -0.008895077 -0.0221341319 0.017412533 #> 70 -0.0002841670 7.435571e-02 -0.104156648 -0.0103569671 -0.089423829 #> 71 -0.0907321567 -1.116791e-01 0.029484692 0.0011572678 -0.069797165 #> 72 0.1367858259 6.553771e-02 -0.129863748 -0.0497053284 -0.101014727 #> 73 0.0445044181 -4.635836e-02 -0.080007447 0.0223100906 0.106434810 #> 74 0.0574582046 1.680396e-02 0.014465805 -0.0415685998 -0.065898657 #> 75 0.0553463103 1.793443e-02 -0.055432613 0.0964994724 -0.065751215 #> 76 -0.0851046057 -7.473803e-02 -0.040110334 -0.0476803915 -0.117314875 #> 77 0.1745053414 2.012205e-02 -0.102679930 0.0068239826 0.097537823 #> 78 0.0773841790 -1.947318e-02 -0.043165374 0.0481297906 -0.029258283 #> 79 0.1434846762 2.614534e-01 -0.119015292 -0.0728861333 -0.002375464 #> 80 -0.1038673740 -8.632889e-03 0.131277167 0.0917531429 -0.022019735 #> [,21] [,22] [,23] [,24] [,25] #> 1 -0.020620189 -0.045690688 -0.048640789 -0.140689653 -2.315252e-02 #> 2 -0.062052573 -0.143363680 -0.106664794 -0.092186133 -1.114941e-01 #> 3 0.059341960 0.007117742 -0.029282301 -0.046649642 1.183784e-01 #> 4 0.027976827 -0.129318091 0.029182025 -0.062976017 -5.536457e-02 #> 5 0.064239256 -0.034096060 -0.075950565 -0.019592563 2.203605e-02 #> 6 -0.014796213 0.134314582 0.075911253 0.055692012 -4.594824e-02 #> 7 0.043143346 0.103702711 0.098063647 -0.109849149 -4.373814e-02 #> 8 0.057909570 -0.027406638 -0.070569969 0.008078090 9.850743e-02 #> 9 -0.048495511 -0.022204512 -0.048972100 -0.040800004 3.909953e-02 #> 10 -0.086992817 -0.154842632 -0.065356395 -0.100414772 -1.424594e-01 #> 11 -0.031785943 -0.068806122 0.074976654 0.058963468 -1.241508e-02 #> 12 -0.019826506 0.200670087 0.196575139 0.065074380 -5.475121e-03 #> 13 -0.157569184 -0.087441943 -0.119922506 0.322945386 1.750048e-02 #> 14 0.165962412 0.160604166 0.054959556 -0.082867953 -1.016602e-01 #> 15 -0.103355119 -0.039799225 -0.104467829 0.040535946 1.387408e-01 #> 16 0.116221861 -0.081795747 -0.118555335 -0.061998736 1.183253e-02 #> 17 -0.076893119 0.086239663 0.092257934 0.118843993 -3.450424e-02 #> 18 0.002710745 0.085253801 -0.004798385 -0.071787626 3.996357e-05 #> 19 -0.053236517 -0.040924760 -0.031876831 0.027020027 -4.774510e-03 #> 20 0.114516354 0.060760244 0.109413207 -0.155493910 -1.008861e-01 #> 21 0.033936663 -0.018568457 -0.062617341 -0.125391426 -6.471318e-02 #> 22 -0.083365453 0.129807332 -0.047436052 0.070431753 7.883079e-02 #> 23 -0.076506374 -0.019083934 -0.020934727 0.098391152 6.356873e-02 #> 24 0.627437067 -0.060064680 0.020509909 -0.108688632 2.464434e-02 #> 25 -0.044152922 0.611525309 0.063400095 -0.056097176 -1.368251e-02 #> 26 0.022970497 0.049948925 0.624976480 -0.004426103 3.753996e-03 #> 27 -0.117613533 -0.080933835 -0.015811591 0.636361968 1.881794e-01 #> 28 0.008477306 -0.045761302 -0.014873630 0.180937271 6.436041e-01 #> 29 -0.049176037 0.002388926 0.166557138 0.035126989 4.205574e-02 #> 30 -0.001150717 0.004203870 0.132158266 -0.035554729 -6.068010e-02 #> 31 0.044652703 0.017200790 -0.046292560 0.065678301 1.176415e-01 #> 32 -0.056221336 -0.051848354 -0.002229701 -0.127589542 -1.194200e-01 #> 33 -0.133768536 -0.018974464 -0.035330413 -0.057542217 -1.062752e-01 #> 34 0.056199173 -0.017634198 0.037635134 -0.011845938 -3.981592e-02 #> 35 -0.006184510 -0.168075615 -0.106007109 -0.002339439 3.783297e-03 #> 36 -0.022793848 0.048265109 0.091464165 0.062504735 6.705355e-02 #> 37 0.249773070 -0.019859881 -0.050979807 -0.015517227 -1.052951e-02 #> 38 0.061297429 0.037311645 0.091412839 0.088015337 5.002573e-02 #> 39 0.004206216 0.119255647 0.096031151 -0.053604738 -1.027325e-01 #> 40 0.032603004 0.067387588 -0.109795284 -0.077857673 3.265432e-02 #> 41 -0.057634801 -0.023730097 -0.023303961 -0.011761624 3.491358e-02 #> 42 -0.069120299 -0.071592398 -0.110344597 0.048105551 1.492981e-01 #> 43 -0.054513265 0.035437175 0.116736162 -0.038597546 -6.317312e-02 #> 44 -0.029301740 -0.008354426 0.062814764 -0.025046084 1.985649e-02 #> 45 -0.060831833 0.036158903 0.131068872 -0.034460760 -5.864874e-02 #> 46 0.026083632 0.091740239 -0.006718862 0.018776992 -1.155486e-02 #> 47 0.065574936 -0.023629087 -0.017859871 -0.072664578 -1.543091e-03 #> 48 -0.076462981 -0.124694331 -0.045105201 0.015811443 -4.762685e-02 #> 49 -0.055932975 -0.066053334 -0.075513941 0.168168077 -3.646805e-02 #> 50 -0.123765905 -0.096084372 -0.035054056 -0.013689666 -9.853101e-02 #> 51 -0.138903943 -0.096370595 -0.046914749 0.001902741 -5.955010e-02 #> 52 -0.038571894 -0.112528903 -0.162271286 0.046783139 5.424172e-02 #> 53 -0.082383874 -0.029234923 -0.090822772 0.073337008 1.281921e-01 #> 54 0.002763054 -0.079510410 0.088715445 0.013951394 -7.859120e-02 #> 55 0.047320530 -0.101758198 -0.101288135 -0.036735414 -3.065135e-02 #> 56 -0.027833131 -0.066226802 -0.017002688 -0.108626210 -4.391061e-02 #> 57 0.024927388 -0.015846457 -0.037102136 -0.145096081 -9.003456e-02 #> 58 -0.004153516 -0.011649437 0.043180467 -0.061371254 -1.741852e-01 #> 59 0.085288644 0.061249240 0.149102747 -0.067459925 -2.861369e-02 #> 60 -0.033219834 0.190140202 0.035519651 0.028196127 -3.534060e-02 #> 61 0.059813617 -0.035660658 0.037949744 0.052876957 6.052456e-02 #> 62 -0.105523256 -0.059175944 -0.061671286 0.239140314 7.641042e-03 #> 63 0.039037162 -0.104428404 -0.162275948 -0.014952108 1.168057e-01 #> 64 -0.033409888 -0.088911579 -0.093233776 0.053874698 5.963777e-02 #> 65 -0.023008965 -0.122498607 -0.038113871 0.009618304 1.570236e-02 #> 66 0.025849673 0.020537609 0.153662686 -0.053650984 2.300079e-02 #> 67 0.025371573 0.057421742 0.011626785 -0.054069195 6.320623e-02 #> 68 0.096116282 0.053236898 -0.094054551 -0.127985346 -3.768483e-02 #> 69 0.036598558 -0.048773924 -0.046976558 -0.061628202 -2.395028e-02 #> 70 -0.001683960 0.171717748 -0.015522784 -0.074697428 -3.485411e-02 #> 71 -0.096977166 -0.023742076 -0.025377411 -0.005864257 -6.509113e-02 #> 72 0.058739391 0.019055035 0.002689967 -0.010969050 1.187237e-01 #> 73 -0.095315679 -0.107075600 0.014429648 0.206596562 -4.586022e-02 #> 74 -0.006197598 -0.022600512 0.036042324 -0.047368115 -7.279862e-02 #> 75 -0.004797812 -0.055892976 -0.166718507 -0.009329543 -3.010155e-03 #> 76 0.082043308 -0.044822953 -0.053249028 0.033806634 -2.784444e-04 #> 77 -0.077326416 0.058762960 0.019880776 0.010394319 -7.897068e-02 #> 78 0.070163268 0.057900192 -0.083128987 -0.053616416 -1.582559e-02 #> 79 0.057684788 0.007147229 0.048619252 -0.076119882 -9.688358e-02 #> 80 -0.033523575 0.230878513 -0.060532902 -0.088420402 -8.032292e-02 #> [,26] [,27] [,28] [,29] [,30] #> 1 -0.071999026 0.0071223845 -0.023447633 -0.093372864 0.033371714 #> 2 0.018759460 0.0300779054 0.112010864 -0.099301846 -0.096857580 #> 3 0.007922257 0.1385715140 -0.016088478 -0.065345733 -0.030210306 #> 4 -0.074211869 -0.0972622626 -0.031354764 -0.030478493 -0.034358919 #> 5 -0.108665627 0.0490939758 -0.133006496 -0.090087408 0.109742512 #> 6 0.061532135 -0.0744204165 -0.010196334 -0.064919308 0.072671016 #> 7 -0.064619822 -0.0583852803 -0.124261858 -0.088717341 -0.104311223 #> 8 -0.153911127 -0.0686477977 -0.153438834 0.012583944 0.064287797 #> 9 0.110321150 -0.0162176401 0.134630512 -0.043958986 -0.076834881 #> 10 -0.083384115 -0.0713600149 0.020960232 -0.170025753 -0.027760420 #> 11 -0.087092402 -0.1095475385 -0.154995633 -0.072644118 0.001299548 #> 12 0.047563150 -0.0017474042 -0.079577831 0.048908911 -0.025489109 #> 13 -0.045286480 -0.0289965926 0.067126787 -0.019972604 0.063726087 #> 14 0.018223784 0.0105032431 -0.032739796 0.107082700 -0.046898731 #> 15 0.012000664 0.0213595218 0.049036825 -0.047291446 -0.016382367 #> 16 -0.032945592 -0.0178307899 -0.050056771 -0.081592629 0.083746041 #> 17 0.210328468 -0.0457058611 0.048628650 0.108291223 -0.059974438 #> 18 0.071851160 -0.0480478717 -0.027245658 -0.005761088 -0.032844839 #> 19 0.054159044 -0.0450204849 0.038808943 0.140282713 -0.056462433 #> 20 0.017415102 -0.1000807773 -0.016077415 0.052042349 -0.054654469 #> 21 -0.042146288 0.0228573172 0.045961094 -0.166790606 -0.047472421 #> 22 -0.051305833 0.1373480048 -0.037247839 -0.093924730 -0.058123577 #> 23 0.016442334 0.0532429815 0.055247854 -0.022631839 -0.006655313 #> 24 -0.048913280 0.0176391322 -0.145515169 0.038495628 0.042454499 #> 25 0.018563440 0.0060989774 -0.014809338 -0.019425985 -0.103524848 #> 26 0.169280482 -0.0708455427 -0.044616458 0.022392176 -0.054907514 #> 27 0.026464844 0.0297398300 -0.078213751 -0.038474384 0.037374668 #> 28 0.026151458 0.0744609282 -0.134188841 -0.073686503 0.036255267 #> 29 0.627699824 0.0023316327 0.144800874 -0.016651438 -0.079188063 #> 30 0.048405578 -0.0592873221 -0.110051203 -0.060142141 -0.105323478 #> 31 0.029607959 0.6004234970 -0.016621170 -0.042151294 0.022405382 #> 32 -0.106507558 -0.0461793529 -0.020169028 -0.122495006 -0.071555367 #> 33 0.156810263 -0.0318881079 0.615690435 -0.008718890 -0.013121997 #> 34 0.001314864 -0.0514613193 -0.002761977 0.609733522 0.044128786 #> 35 -0.127564314 -0.0532471965 -0.073507637 -0.022213767 0.676076075 #> 36 0.004334721 0.0848776353 -0.002385727 0.203112973 0.017964670 #> 37 -0.004684237 0.0435235625 -0.119443090 -0.061732289 -0.040221368 #> 38 0.187469311 0.0242967378 0.014048857 0.004016672 -0.008328025 #> 39 0.199844709 -0.0168050958 0.048644300 -0.067484151 -0.096189697 #> 40 -0.024472517 0.0810984812 0.077659077 -0.097261132 -0.001090971 #> 41 0.055923372 -0.0141825026 0.020742822 -0.112780118 -0.101920772 #> 42 -0.143465275 -0.0485480854 -0.118624006 -0.075952030 0.086763106 #> 43 0.019010316 0.0009936196 0.074380615 -0.071164566 -0.036453857 #> 44 0.134549967 0.1109960972 0.144387000 -0.150858515 0.006524762 #> 45 0.189177041 -0.1127438715 0.029405079 0.077867590 -0.126843833 #> 46 -0.132025754 -0.0671049851 -0.135113694 -0.089053389 0.064371973 #> 47 -0.029116793 -0.0371570422 -0.049058598 -0.063449651 -0.011496692 #> 48 -0.073381489 -0.0738022139 -0.086317052 -0.100795843 -0.083862797 #> 49 -0.051898373 0.0249538139 -0.057503731 -0.108133857 0.132932761 #> 50 -0.112929215 -0.1142933438 -0.018887574 0.077022789 -0.002227403 #> 51 -0.025452284 -0.1060010372 0.135635077 0.021859998 -0.001965218 #> 52 -0.058210015 0.1141206727 0.058576422 -0.106141603 0.033267928 #> 53 0.129988876 0.0639806583 0.139067436 -0.012518393 0.008440111 #> 54 0.047657187 -0.0115106858 0.005011387 -0.030074507 0.013951902 #> 55 -0.001795176 0.0789825802 0.031262419 -0.002575215 0.005531437 #> 56 -0.029051751 -0.0772737133 0.095520735 -0.059114679 0.073036246 #> 57 0.024122138 -0.0620011663 0.175555813 0.129816018 0.018761980 #> 58 0.078120801 -0.0547899170 0.114154658 0.089110562 -0.023589006 #> 59 -0.068654982 -0.0551390176 -0.151027975 -0.089933528 -0.049598468 #> 60 -0.011241534 -0.0137725282 -0.026176762 0.078807361 0.002071065 #> 61 -0.032438990 -0.0904587491 -0.113616996 0.116952831 0.003887376 #> 62 -0.059067481 0.0782135873 0.068146450 0.042335073 0.013469500 #> 63 -0.112140821 0.0673718973 -0.125858625 -0.055318569 0.114254983 #> 64 -0.064691461 0.1148447050 -0.025232316 -0.043068000 0.044875918 #> 65 -0.002357758 -0.0165679596 0.003442656 0.073238989 -0.002040473 #> 66 -0.019383399 0.0116135942 0.013297352 0.106996123 -0.038312314 #> 67 -0.052430769 -0.0968523669 -0.101059199 0.014913767 -0.079903011 #> 68 -0.093926214 -0.0370495666 -0.077052564 0.010433866 -0.018549439 #> 69 -0.075551783 0.0193789760 -0.065301045 0.073262156 -0.014426069 #> 70 -0.052143788 -0.0032139411 -0.013582224 0.099498285 -0.043039035 #> 71 -0.098359585 0.0637291397 -0.031492336 -0.140389662 -0.046307671 #> 72 0.085493645 -0.0546067459 -0.067916269 0.208666426 -0.015266813 #> 73 -0.025171363 0.0112346458 0.069203882 0.060727782 0.050311340 #> 74 -0.068802414 -0.0595899814 0.018058150 0.040390740 -0.063537250 #> 75 -0.120849856 0.0424853168 -0.007635947 0.008591328 0.019836369 #> 76 -0.138653196 -0.0116131762 -0.166063950 -0.038879534 0.162128908 #> 77 -0.057261239 0.0033434254 0.121925307 0.159789026 -0.015419005 #> 78 -0.020197619 0.0502060122 0.068018645 0.164195152 0.007576418 #> 79 0.007532420 -0.0749396820 0.068880234 0.265723126 0.039152876 #> 80 0.044318543 0.1150809442 0.161612144 -0.029686366 -0.083149540 #> [,31] [,32] [,33] [,34] [,35] #> 1 -0.041243531 -0.0404861585 -0.038872632 0.0183523847 0.072801785 #> 2 -0.072544436 -0.1046112158 -0.034059933 -0.0230090667 -0.118490715 #> 3 0.031034096 0.0463444979 -0.081438559 0.1036420681 0.044734058 #> 4 -0.056053060 -0.0426115574 -0.121505005 -0.0367682875 -0.012837580 #> 5 -0.009025033 0.1350548686 -0.064268669 0.0760946329 0.102913656 #> 6 -0.086924981 -0.0011410890 0.140559945 -0.0123086971 -0.052907266 #> 7 -0.077270293 -0.0039169686 0.069849997 -0.0525197634 -0.022280801 #> 8 -0.004213272 0.0006421507 -0.165053143 -0.0063168982 0.198703454 #> 9 -0.074803107 -0.0053502553 0.040105285 0.0864405733 -0.024348483 #> 10 -0.034241617 -0.0974121124 -0.054811166 -0.1218131072 -0.030243038 #> 11 -0.066213244 0.0010798752 -0.029747986 -0.1330447937 0.054647924 #> 12 0.078604248 0.0051576128 0.064914869 -0.0232890527 -0.060325012 #> 13 -0.031455945 -0.0998678986 -0.112344416 -0.0661496372 0.072648506 #> 14 -0.021166007 0.0838711342 0.120256163 0.0642327181 -0.138200396 #> 15 -0.016355404 -0.0634928625 -0.122487256 0.0170481324 0.157816273 #> 16 -0.114999957 0.0389736244 0.023357326 0.1423624070 0.019589210 #> 17 0.024474833 -0.0373066516 0.115148923 -0.0820415906 -0.098554754 #> 18 -0.036690240 0.0068886850 0.097121933 -0.0262351220 0.044356694 #> 19 0.067091274 0.0564858270 -0.110485864 -0.0391759624 -0.014123940 #> 20 -0.093156971 0.0758888206 0.080454087 -0.0123150594 -0.107375000 #> 21 -0.118412135 -0.0334842774 0.110571022 0.0327408701 -0.044177890 #> 22 0.002504914 -0.0207803387 0.001477110 0.1638961566 -0.025636570 #> 23 0.117357539 -0.0996852380 -0.007856191 -0.0111810492 0.098939603 #> 24 -0.063589746 0.2448593680 -0.002188696 0.0195879164 -0.059703295 #> 25 0.023380969 -0.0088618254 0.128772494 0.0702842584 -0.046263636 #> 26 0.053128854 -0.0534329222 0.092096827 -0.1203497842 -0.098467006 #> 27 0.012783936 -0.0293558300 -0.068924550 -0.0997976615 0.048597654 #> 28 0.010090619 -0.0316102541 -0.125294473 0.0034721903 0.142548018 #> 29 -0.036723933 -0.0098606954 0.193187042 -0.0377503611 -0.134311028 #> 30 -0.034100579 -0.0080859982 0.214807147 -0.0987463242 -0.050798694 #> 31 0.071095308 0.0656234304 0.003813563 0.0950969640 -0.012117512 #> 32 -0.010410385 -0.1429073426 -0.027093042 -0.0137249579 -0.051802676 #> 33 -0.031434993 -0.1126101595 0.053996021 0.0763906218 -0.097460370 #> 34 0.180020621 -0.0489424459 -0.056175517 -0.0925726741 -0.048831481 #> 35 -0.071470237 -0.0937740788 -0.151223616 -0.0627450671 0.047541101 #> 36 0.586641169 -0.0693884518 -0.049942298 -0.0561715548 0.012335192 #> 37 -0.105270647 0.6225233650 0.001221161 0.0903341571 -0.056292850 #> 38 -0.073585791 0.1289712982 0.111754969 -0.0077732177 -0.059391433 #> 39 -0.084343285 0.0027023697 0.621042156 -0.0115000340 -0.113058476 #> 40 -0.083952365 0.0984355422 -0.004879858 0.6144219798 0.007619943 #> 41 -0.109165537 -0.0220432134 -0.010423159 0.0577208334 -0.065648765 #> 42 -0.037877710 -0.0706235554 -0.128870390 -0.0148121479 0.636854071 #> 43 -0.018401420 -0.0263066382 0.003301665 0.0031407540 -0.067864955 #> 44 -0.076858556 -0.0167512014 0.124558283 0.1392654906 -0.115173015 #> 45 -0.078299188 -0.0152570890 0.156046957 -0.0994321276 -0.102162446 #> 46 -0.010096320 0.0917932066 0.006599371 0.0322953195 0.056484461 #> 47 -0.037527385 -0.0018088099 0.079981695 -0.0756600623 -0.036832425 #> 48 -0.127394336 -0.0249900768 -0.063462644 -0.1085674373 0.009917372 #> 49 -0.064136874 0.0382236645 0.089245180 0.0115558832 0.095728183 #> 50 0.165894660 -0.1587618090 -0.056912879 -0.1331432185 0.081609307 #> 51 0.038420219 -0.0877033443 -0.124431414 -0.0877439597 0.014960670 #> 52 -0.083592196 -0.0303399659 -0.076321786 0.0855653593 0.058571638 #> 53 -0.044655620 -0.0176744177 0.023343365 0.1442833401 0.071465419 #> 54 -0.008310627 0.0431302709 0.022569764 -0.0777378140 -0.024881741 #> 55 -0.038637714 0.0619967893 0.011951218 0.0463074559 -0.006042524 #> 56 -0.068996366 -0.0737272908 -0.041131105 -0.0579632875 0.045077773 #> 57 0.031005441 -0.0611374053 0.012327618 -0.0437978059 -0.012209511 #> 58 -0.045752973 -0.0132793358 0.215612309 -0.0751296638 -0.104761873 #> 59 -0.055815896 0.0964638203 0.026848514 -0.0775309863 -0.047188561 #> 60 0.095466616 -0.0336758509 0.009107082 -0.0610012056 0.044774258 #> 61 0.045574451 0.0570993215 -0.114984796 -0.1078143471 0.035493316 #> 62 0.144209559 -0.0687789127 -0.080540479 -0.0325147961 0.103552219 #> 63 -0.076452635 0.0266968577 -0.155466137 0.0956987726 0.061059881 #> 64 0.025531950 -0.0646669200 -0.082367820 0.0002432595 -0.044740657 #> 65 0.012466811 -0.0630591324 -0.056929731 -0.0691926824 0.097476078 #> 66 0.303860902 -0.0707943391 -0.074628100 -0.0484416593 -0.023478508 #> 67 0.014894552 -0.0343742698 -0.077824189 -0.0543983997 0.002614172 #> 68 -0.044041975 0.0446668395 0.021346991 0.0203540869 0.014715009 #> 69 0.106193641 0.0688012044 -0.095007015 -0.0420233645 0.025212105 #> 70 -0.047874160 0.0219490628 -0.037966358 0.0609445041 0.040213903 #> 71 -0.014197726 0.0049764228 -0.047393347 0.0715266903 -0.042183301 #> 72 0.068889239 0.0642903530 -0.018017110 0.0104002705 -0.046912786 #> 73 0.038869250 -0.0743324139 -0.075506685 -0.1330491293 0.025411837 #> 74 0.045541712 0.0097652125 -0.088097887 -0.0560747509 -0.091208629 #> 75 -0.071020843 0.0428467958 -0.111446563 0.1077795340 0.057672143 #> 76 -0.021841908 0.1189708814 -0.040051170 -0.0270343989 0.068853035 #> 77 0.122394838 -0.1085516046 -0.102446495 -0.0119255617 -0.042342875 #> 78 0.178970553 0.0315725868 -0.071651529 0.1161503001 -0.103554448 #> 79 0.079962609 0.0052950035 -0.049892098 -0.0591200626 -0.115115788 #> 80 -0.045756222 -0.0444265394 0.223075702 0.1237787082 -0.103207212 #> [,36] [,37] [,38] [,39] [,40] #> 1 -0.0414030046 -0.001520639 -0.0752909347 -0.069444315 -0.0844527166 #> 2 -0.0459687145 0.071909285 -0.0407825453 -0.166230375 0.0512696509 #> 3 -0.0345603606 0.035622031 -0.0445515113 -0.016691736 -0.0332334674 #> 4 0.0100662533 -0.051688373 -0.0521725677 -0.035303933 0.1563243983 #> 5 -0.0034248746 -0.067560716 -0.1362347502 0.223464124 -0.0037370167 #> 6 -0.0436568718 0.087413850 0.0222039409 0.161103144 0.0710943156 #> 7 -0.0059174824 -0.050767289 0.0397899749 -0.019144966 -0.0300599506 #> 8 -0.0984708389 -0.116662873 -0.0467570164 0.124110151 0.0374570166 #> 9 -0.1169897434 0.100653779 0.1977340467 -0.154932318 0.0510955190 #> 10 0.0057122542 0.006086865 -0.1481856340 -0.084412974 -0.0092549013 #> 11 -0.0500182762 -0.129862443 0.0191554722 0.048937977 -0.0030994971 #> 12 0.1411155193 -0.034757015 0.0303354256 0.112480191 -0.0639818057 #> 13 -0.0176341423 -0.074087447 -0.0425672713 -0.063625005 0.0060399088 #> 14 0.0264486840 0.000354371 0.0396824305 0.049194520 -0.1089948683 #> 15 -0.0324710176 -0.055725090 0.0104159564 -0.152378444 -0.0034505316 #> 16 -0.0419013263 -0.021624312 -0.0969616955 0.064531393 -0.0507676595 #> 17 0.0496299938 -0.017980164 0.1755676367 -0.049544860 -0.0368932819 #> 18 -0.0181109037 0.001862855 0.1044071220 0.035381972 0.0273301912 #> 19 -0.0486135926 -0.109545318 0.0763560331 -0.120861017 0.0005507265 #> 20 0.0353889562 -0.014765412 0.2522960193 -0.058923559 -0.0532176908 #> 21 0.1191599406 0.073722909 -0.1047151556 0.007572280 -0.0621141760 #> 22 0.0955756625 0.066493424 -0.0532707628 0.034974635 -0.0447283174 #> 23 -0.0057817926 0.047729653 -0.0370708840 -0.024690234 -0.0547534172 #> 24 -0.0681288455 -0.023665564 -0.0690660641 0.019160109 -0.0545442751 #> 25 0.0377333525 0.013193508 0.0438364298 0.100728475 -0.0868638671 #> 26 0.1055811684 0.070911527 0.1252952286 -0.011181797 -0.0207259079 #> 27 -0.0611380280 -0.028334809 -0.0516198922 0.002928568 0.0288052485 #> 28 -0.0929557370 0.009325627 -0.0830500066 -0.034645421 -0.0418751797 #> 29 0.0051319788 0.139923387 0.1806800535 -0.139212033 -0.0517255396 #> 30 0.1248701649 -0.046580243 -0.0025302332 0.020250645 0.0398752763 #> 31 0.0143916090 0.143645843 -0.0939645322 -0.047014937 -0.0248699377 #> 32 0.2188960225 -0.029720532 -0.1707041187 -0.036708484 -0.0513154853 #> 33 0.0725116668 0.161769808 0.0329174803 -0.130290584 -0.0526517136 #> 34 -0.0670766019 -0.127518794 0.0873369046 -0.078273366 -0.0611735914 #> 35 -0.0987084461 -0.036478070 -0.1837170721 0.008809442 -0.1105830997 #> 36 0.0087788967 -0.030426482 -0.0457375206 0.023776055 -0.0646797325 #> 37 -0.0350085168 -0.006201323 -0.0185776177 0.089783386 0.0018423315 #> 38 0.0829714061 0.051455327 0.0650645991 0.008386718 -0.0041317538 #> 39 -0.0039190047 0.136589370 0.1542076375 0.006070760 -0.0351490272 #> 40 0.0025402606 0.157916754 -0.0946512711 0.038386884 -0.0736336439 #> 41 0.0693672083 0.131454889 0.0462505317 -0.056512561 0.0892394052 #> 42 -0.0908975393 -0.118953843 -0.1198136803 0.040143935 0.0224190748 #> 43 0.6138214864 -0.001410840 -0.0568633985 0.002341504 -0.0481614274 #> 44 -0.0206625972 0.633073243 0.0141061701 -0.049578338 -0.0057886874 #> 45 -0.0622447484 0.027976577 0.6192028363 -0.107630031 0.0732113095 #> 46 -0.0043505543 -0.037018640 -0.1089407396 0.620513545 -0.0029281830 #> 47 -0.0488580204 0.037882392 0.0814826963 -0.001661861 0.0462937432 #> 48 -0.0836957143 -0.022071218 0.0430583726 -0.031770411 0.6493557732 #> 49 -0.0850380706 0.003900725 -0.0830712631 0.198928604 -0.0011904321 #> 50 -0.0962497076 -0.119236207 -0.0266230767 -0.023133320 -0.0099699214 #> 51 0.0525025477 -0.091166230 -0.0162112451 -0.085451686 0.0835576777 #> 52 -0.1320486850 0.087305526 -0.0920178338 -0.082505154 0.0526107974 #> 53 -0.1205668114 0.152676813 0.0776241268 -0.123710257 0.0545869572 #> 54 0.1311587933 0.037352199 -0.0265315529 0.050285868 0.0737074015 #> 55 -0.0908802183 0.064962702 -0.0180938907 0.031516548 0.0311726698 #> 56 0.0668389531 -0.034897972 -0.0546768209 -0.042616496 -0.0617561339 #> 57 0.0887039597 -0.082713671 -0.0397800677 -0.091758753 -0.1032268083 #> 58 0.0033517644 0.012637707 0.0892619949 -0.024089350 0.0271398959 #> 59 0.1143342412 -0.001435634 -0.0025171830 0.143101864 -0.0264999797 #> 60 0.0618824418 -0.118887787 -0.0576505290 0.080521892 -0.0987223816 #> 61 -0.0675344894 -0.131572499 -0.0085158078 -0.030880710 -0.0516072689 #> 62 0.0053427075 -0.037908546 -0.0695444654 -0.066222479 0.0204292184 #> 63 -0.1678317518 -0.070894603 -0.1100458460 -0.043847563 -0.0295294552 #> 64 -0.0807730470 0.082275211 -0.0681491987 -0.022059283 0.0869635764 #> 65 -0.1408588239 -0.039196731 0.0704406444 -0.086568372 0.1408007120 #> 66 -0.0069026714 -0.028334985 0.0000902947 -0.025901218 -0.0833947549 #> 67 0.0663341084 -0.123979194 -0.0013325924 0.004360235 -0.0568032594 #> 68 -0.0334864041 -0.121043215 0.0351064248 -0.036315415 -0.0518170457 #> 69 -0.0161988104 -0.110986908 -0.0257016204 -0.034942521 -0.0158267199 #> 70 -0.0710747147 -0.021760110 0.0517984366 -0.002463993 0.0651044823 #> 71 0.1205577346 0.027921165 -0.1284890441 0.095590137 0.0372998063 #> 72 -0.0969349110 -0.065741665 0.1412283894 -0.013066617 -0.0865106741 #> 73 -0.0381535527 -0.054038028 0.0096689305 -0.077647136 0.0605851556 #> 74 0.0951835760 -0.043786615 0.0016164953 0.019889792 0.1022027788 #> 75 -0.0955311136 -0.064468582 -0.0354705546 -0.003339146 0.0908810545 #> 76 -0.0509650979 -0.106909062 -0.1166404750 0.335500541 -0.0126073867 #> 77 0.0402310842 -0.052345607 -0.0376934570 -0.085855487 0.0039733278 #> 78 -0.0005874916 -0.023601310 -0.0675253058 0.015532163 -0.0851860217 #> 79 0.0442524843 -0.067934878 0.0738785003 -0.049556399 -0.0639308830 #> 80 0.0038167875 0.191768165 0.0519814690 -0.025663140 -0.0110999238 #> [,41] [,42] [,43] [,44] [,45] #> 1 0.024574275 0.0168162052 -0.0550289802 0.0872949528 -0.123682885 #> 2 -0.010099483 0.0398139642 0.1487486875 0.0097350190 0.070708592 #> 3 -0.042517173 -0.0357428743 0.1185550434 0.0048617429 0.006989542 #> 4 0.066527865 0.1740868808 -0.0606418636 -0.0801068342 0.075984218 #> 5 -0.016173731 -0.0330534014 0.0298626370 -0.0816398908 0.028983092 #> 6 -0.110490373 -0.0996472474 -0.0499472676 -0.0477728049 0.020065479 #> 7 0.027775431 -0.0577817105 -0.1552503779 -0.0862528780 -0.073445887 #> 8 -0.010773367 -0.0625235442 0.0217847454 -0.0825934962 -0.006999925 #> 9 -0.026771552 0.0606897755 0.1216869366 0.3289462118 -0.122270320 #> 10 0.058976798 0.0285606917 -0.0035879850 -0.0829991834 0.189800368 #> 11 0.009071249 -0.0699945365 -0.1377727355 -0.1205397288 -0.090191687 #> 12 -0.004080240 -0.0327608274 -0.1727444992 -0.0984265227 -0.031952307 #> 13 0.020698225 0.0812886301 0.1192091233 0.0446943760 -0.072524636 #> 14 -0.104055951 -0.1385101343 -0.0670116225 -0.1103546904 0.014574319 #> 15 0.036617371 0.1603724119 0.0631872764 0.2181905077 -0.116653114 #> 16 -0.103692207 -0.1024954471 0.1292464594 -0.0207049069 -0.032571420 #> 17 -0.032866322 -0.0091058550 -0.0425820025 -0.0248848815 -0.028972461 #> 18 0.003318144 0.0264192859 -0.0472189714 0.0697393893 -0.007307572 #> 19 0.003530775 0.1692411594 -0.0516476052 0.0816043294 -0.072477121 #> 20 -0.089157014 -0.0721026384 -0.1228883882 -0.0679742567 -0.064517863 #> 21 -0.023793121 -0.0598335108 0.0315268039 -0.0649368884 0.088627317 #> 22 -0.119111850 -0.1213648775 0.0617961452 -0.0008646994 -0.086399699 #> 23 0.084647620 -0.0438320780 0.1350616026 0.0365953625 0.059064969 #> 24 -0.129181896 -0.1605820044 -0.0378955190 -0.1062389466 -0.024301436 #> 25 -0.085588605 -0.1021368989 -0.0959407694 -0.0371782370 -0.090663142 #> 26 -0.038009460 -0.0661322231 -0.1591343227 -0.1122172567 0.064111543 #> 27 -0.028030558 -0.0287002213 0.0385346131 0.0405570350 -0.022037996 #> 28 -0.120114040 -0.0973951967 0.0387510577 0.0881699758 -0.121822729 #> 29 -0.118607962 -0.0473931018 -0.0577963957 0.1058710478 0.020329941 #> 30 -0.021652748 -0.0670316270 -0.1370259740 -0.1184894381 0.082281738 #> 31 -0.092695765 -0.1006655287 0.1418106184 0.0671391565 -0.011561605 #> 32 -0.029053625 -0.0455911669 -0.0819400812 -0.1553771014 0.032249356 #> 33 -0.012556932 0.1257036478 0.0709994298 0.1269589960 -0.010306471 #> 34 0.089310343 0.0178854816 -0.0877616818 -0.0186699201 -0.039435452 #> 35 -0.056282403 -0.0722822882 -0.0146947050 -0.0640539692 -0.061751596 #> 36 0.201274567 0.0575380551 -0.0421199224 -0.0277147943 0.005420782 #> 37 -0.159264098 -0.1044677038 -0.0247498882 -0.0366157875 0.020979484 #> 38 -0.124311524 -0.0788185926 -0.1038113780 0.0552206527 -0.039833947 #> 39 -0.055933959 -0.1397145641 -0.0692504996 0.0058832046 0.001900186 #> 40 -0.125544122 -0.0964069340 0.0992568221 0.1334433554 -0.091787216 #> 41 -0.099106035 0.0424959506 -0.0790827486 0.0564674536 0.048192105 #> 42 0.066776312 -0.0161343953 0.0498310094 0.0381933432 -0.061363234 #> 43 -0.088050118 0.0444400668 -0.1177567287 -0.1308063026 0.117709885 #> 44 -0.130288374 -0.1184804674 0.0823457260 0.1231855655 0.004651534 #> 45 -0.023804837 -0.0296550758 -0.0831072275 0.0620032857 -0.045361812 #> 46 -0.021625789 -0.1002062253 -0.0749052561 -0.1406418064 0.030144901 #> 47 0.047589616 -0.0403869371 0.0393091939 -0.0032407801 0.009151751 #> 48 -0.037304618 0.0399609100 0.0313684669 0.0088131791 0.024724206 #> 49 0.024863091 -0.0794304051 0.0667837913 0.0260557801 -0.012495131 #> 50 0.622021076 0.1739261186 -0.0737979252 -0.0301669530 -0.008846820 #> 51 0.190188189 0.6057590055 -0.0839387234 0.0145214245 0.020214066 #> 52 -0.079890292 -0.1062931606 0.6281134427 0.1061512783 -0.026470566 #> 53 -0.011727872 0.0166984349 0.1306827258 0.6035819952 -0.106114537 #> 54 0.012801678 0.0256004936 0.0012702989 -0.1029051194 0.600372578 #> 55 0.061759736 -0.0259727944 0.1609644583 0.0582564021 0.191234562 #> 56 0.066811794 0.1652062151 -0.0865091108 -0.0121780043 -0.026601059 #> 57 0.050688610 0.1405813429 -0.0716339570 -0.0309924390 -0.046071862 #> 58 0.084563008 -0.0001039762 -0.0362399873 -0.0669111142 0.260478074 #> 59 -0.062981095 -0.0622624177 -0.2094536454 -0.1230450591 0.041112738 #> 60 0.091468353 0.0281368462 -0.1331586730 -0.0861153498 -0.009196938 #> 61 0.052857417 0.0018877648 -0.0740784616 -0.0698980348 0.032325611 #> 62 0.188208574 0.1449781604 0.1383230258 0.0840827029 0.052227758 #> 63 -0.085664979 -0.1147162098 0.0881166338 0.0198207480 -0.122596048 #> 64 -0.016587101 -0.0094679266 0.2439845880 0.0164838528 -0.033004988 #> 65 0.187628416 0.1152876007 0.1303158299 0.1017877629 0.084851561 #> 66 0.083314914 -0.0069259232 -0.0337720547 -0.0764602665 0.014800258 #> 67 -0.018449037 0.0191550946 -0.0966767173 -0.0829089271 -0.094107168 #> 68 0.008925975 -0.0315407328 -0.0035030678 -0.0248031998 -0.101954490 #> 69 0.103120044 0.1189576121 0.0111965287 -0.0499795574 0.073466606 #> 70 -0.046617545 0.0028664338 -0.0220127115 0.0334067852 -0.057396451 #> 71 0.016624656 0.0596100735 -0.1044350629 -0.0656246502 0.006348829 #> 72 -0.025544048 -0.0547319691 -0.1165809501 0.0754083355 -0.077302937 #> 73 0.073195538 0.0458299496 0.1411096878 -0.0353397506 0.056493753 #> 74 0.049435204 0.1896965653 -0.0449190108 -0.0949418721 0.085559276 #> 75 -0.052805373 0.0105814031 0.1798041007 0.1037755978 -0.068520739 #> 76 0.002731737 -0.0794814056 -0.0313744634 -0.1269341320 -0.021525025 #> 77 0.070318760 0.0956982010 -0.0009881718 -0.0360767877 -0.023790054 #> 78 -0.017289287 0.0031606336 0.0013955980 0.0015270821 -0.088842327 #> 79 -0.003445489 0.0482860820 -0.0755812933 -0.0997250860 0.006232746 #> 80 -0.070623397 -0.0753603918 0.0370162765 0.0978744156 -0.067333049 #> [,46] [,47] [,48] [,49] [,50] #> 1 -0.062171087 0.1509964691 0.1182954163 -0.125250966 0.0111780819 #> 2 0.112399271 -0.0490429686 -0.0056018384 0.078625248 -0.1357656541 #> 3 0.104456987 -0.0049570188 -0.0376021315 -0.099213779 -0.0479027385 #> 4 0.046783126 0.1057839729 -0.0152622446 -0.012426123 -0.0076670916 #> 5 0.049073870 -0.0445507619 -0.0375725533 -0.073299212 0.0214376857 #> 6 -0.076844033 -0.1063402162 -0.1037730872 0.079364185 0.0278001407 #> 7 -0.095449791 0.0462277461 -0.0249934787 0.009961133 0.2203338888 #> 8 -0.028368005 -0.0993958215 -0.1249036145 -0.099981480 0.0293424170 #> 9 0.019372160 0.0065740654 0.0154119171 -0.058797881 -0.1186778540 #> 10 0.026044913 0.0245974286 -0.0403006988 0.069659051 -0.0175017270 #> 11 -0.186110613 -0.0980986331 -0.1216055064 -0.070023232 0.0837923825 #> 12 -0.151919801 -0.0014719228 -0.0354348070 0.005677418 0.1620472045 #> 13 -0.093489657 -0.0856779586 -0.0807173406 -0.055572843 -0.1371746858 #> 14 0.021342608 -0.1006364833 0.0032774423 0.150600486 0.0644985141 #> 15 -0.079822069 0.0860419471 0.0114856909 -0.129356441 -0.0979932850 #> 16 0.070273964 -0.0318376903 0.0138555224 -0.061502183 -0.0976533718 #> 17 -0.097183026 -0.0496431927 0.0312601073 0.040511990 -0.0802956782 #> 18 0.040544050 0.1233367289 0.1387837643 -0.038172422 0.0215140257 #> 19 -0.032763674 -0.0237786671 0.0655269962 -0.046749625 -0.0895722877 #> 20 -0.094246430 0.0490834079 0.0559585659 0.057177058 0.1343638586 #> 21 0.158246118 0.1555319087 0.0719952540 0.019692687 0.0342060415 #> 22 -0.104505302 -0.1355211672 -0.1070420857 -0.110180583 -0.0232884458 #> 23 0.114948404 0.0441459062 -0.0281248211 -0.026427403 -0.1006984438 #> 24 0.015710383 -0.0353888178 0.0064219068 -0.027059544 0.0918280567 #> 25 -0.117456588 -0.0578707307 -0.0184401796 -0.018643706 0.0837004108 #> 26 -0.130437695 -0.0220977869 -0.0531470299 0.022735027 0.1581027478 #> 27 -0.077270462 -0.1251067974 -0.1725264631 -0.093202182 -0.0698454126 #> 28 -0.078428534 -0.0676333390 -0.1247070800 -0.213258269 -0.0382413183 #> 29 -0.033668080 -0.0368701942 0.0053539007 0.054952017 -0.0623783259 #> 30 -0.066061255 -0.0570124774 -0.0166991691 0.075081208 0.1198526025 #> 31 0.074386003 -0.0578158294 -0.0534930771 -0.050682374 -0.0215860344 #> 32 -0.116477265 0.0008584718 0.0505294426 0.003028325 -0.0097044769 #> 33 0.011398904 0.0997116812 0.1687969643 0.102995263 -0.1327419296 #> 34 -0.016481817 -0.0489668201 0.1290140821 0.083908080 -0.0656905698 #> 35 -0.074717719 0.0168415512 -0.0483825088 -0.095134042 -0.0916980631 #> 36 -0.029451964 -0.0357561547 0.0532958584 -0.027863102 -0.0084805855 #> 37 0.035300344 -0.0763692750 -0.0747291840 -0.031271661 0.1079169355 #> 38 -0.076251071 -0.0027428346 0.0038274717 -0.034302561 0.0889390139 #> 39 -0.013264018 -0.0422918802 0.0002170482 0.199101193 0.0397828377 #> 40 0.027712396 -0.0525038865 -0.0492881994 -0.085020604 -0.0579764859 #> 41 0.020512022 -0.0053626177 -0.0718380017 -0.035684444 0.0982602200 #> 42 -0.047069675 0.0281050827 -0.0401319957 -0.137084903 -0.0500661519 #> 43 -0.108874785 0.0728988475 0.0838140596 -0.005938682 0.1344892350 #> 44 0.027716378 -0.0480898346 -0.1068553274 -0.015904496 -0.0005323972 #> 45 -0.041469807 -0.0539982764 -0.0500513177 0.074590199 0.0122564609 #> 46 0.006829923 -0.0432486598 -0.1033407114 -0.040071854 0.1565647994 #> 47 0.057043959 0.0210342468 -0.0083465820 -0.013873776 0.0219455656 #> 48 -0.022356184 -0.0912305263 -0.1436509952 -0.017684837 -0.0418792727 #> 49 0.046253098 -0.0425298157 -0.1006264437 -0.001501085 -0.0470110271 #> 50 0.035565580 0.0646720983 0.0375991199 0.067072972 -0.0510256911 #> 51 -0.035904880 0.1793285904 0.1437539237 -0.001331942 -0.0340449430 #> 52 0.128677935 -0.0947411726 -0.0908158135 -0.059822390 -0.2035906079 #> 53 0.050501327 0.0041213813 -0.0256428479 -0.065962069 -0.0926505741 #> 54 0.186688904 -0.0070922562 -0.0375128537 0.264636537 0.0747166401 #> 55 0.595826920 0.0204676154 -0.0107630606 0.129680546 -0.0585002597 #> 56 -0.003586846 0.6198813809 0.2418291087 -0.049043279 0.0300387027 #> 57 -0.023867727 0.2527789033 0.6089315863 0.050405169 -0.0597255184 #> 58 0.120976426 -0.0336929387 0.0548057150 0.604531040 0.0071683079 #> 59 -0.096649820 0.0159436033 -0.0847704124 -0.022277132 0.6339764802 #> 60 -0.042382202 0.0332339706 0.0889887189 0.087134830 0.0636254350 #> 61 -0.034112836 -0.0249704102 -0.0194629725 -0.013964922 0.0064098121 #> 62 0.021936983 0.0346909400 0.0034572342 0.006368093 -0.1056791464 #> 63 0.005139835 -0.0705497333 -0.1526060803 -0.125351248 -0.1121349451 #> 64 0.069526328 -0.0692486136 -0.0638203380 -0.095690341 -0.1261670835 #> 65 0.212597204 0.0270674837 -0.0023246408 0.041168085 -0.1092539606 #> 66 -0.020018908 0.0025423337 0.0088691588 -0.026121174 -0.0080826366 #> 67 -0.089667982 0.0763668183 0.0843440655 -0.127887856 0.0166813168 #> 68 -0.024942856 0.0358387880 0.0463253593 -0.032497129 -0.0134227580 #> 69 0.080887606 0.0128387115 0.0662189646 0.027532334 0.0025149455 #> 70 -0.046796548 -0.0223624318 0.0233484880 0.022560487 0.0044319207 #> 71 -0.058995645 -0.0165178110 -0.1080603680 -0.051508376 0.1283286411 #> 72 0.019411342 -0.1073875174 -0.0410626306 -0.040308918 0.0507320223 #> 73 -0.010338454 -0.0292237745 -0.0566157772 0.061737440 -0.1214969826 #> 74 0.023806234 0.0267628979 0.0349773782 0.038955464 0.0268446948 #> 75 0.069144585 -0.0701046038 -0.0311858178 -0.031270423 -0.0744970305 #> 76 -0.004721981 -0.0555590005 -0.0831058839 -0.050775556 0.0462268498 #> 77 -0.056590715 -0.0215949410 0.0251837106 0.067071977 -0.0897783499 #> 78 0.025389663 -0.0243684346 0.1137017937 -0.053010777 -0.0638047263 #> 79 -0.064406312 0.0367230616 0.1401661234 0.146380338 -0.0128317910 #> 80 0.033168371 0.0062246556 0.0573161110 0.055063946 -0.0271385764 #> [,51] [,52] [,53] [,54] [,55] #> 1 -0.0998827646 -0.138277186 -0.055756305 -0.0676104954 0.0387025192 #> 2 -0.1427021942 -0.082515986 0.032137692 -0.0808913479 0.1274131956 #> 3 -0.0289535302 0.036459691 -0.003721244 0.1165900921 0.0957507824 #> 4 -0.0356557644 0.021836079 0.023427897 0.0264199309 -0.0129812943 #> 5 -0.0262814903 -0.039317796 -0.035296193 0.0611748439 0.1485611970 #> 6 0.0532984824 -0.071753229 -0.111331793 -0.0503647808 -0.0338195601 #> 7 0.0672520974 0.077187408 -0.116267328 -0.0042038467 -0.1509122980 #> 8 -0.0554163254 0.081467411 -0.073088696 0.1947895631 -0.0226012769 #> 9 -0.1188170817 -0.049421743 0.021490946 0.0303863429 0.0598863799 #> 10 -0.0954865885 -0.083183277 0.021545258 -0.1459250179 -0.0548228672 #> 11 -0.0253763151 0.020846431 -0.101799133 0.0009585552 -0.1462468368 #> 12 0.2141776737 0.035393375 -0.004034925 -0.0371291437 -0.0938102116 #> 13 -0.0068056876 -0.039636959 0.219043113 -0.0176443755 0.0698239991 #> 14 0.1098158804 0.007613102 -0.086693814 -0.0570834305 -0.0200460304 #> 15 -0.0301511375 -0.031660243 0.115729054 0.0878276484 -0.0218967610 #> 16 -0.1401253638 -0.145135053 -0.109671674 0.0312748811 0.1226120604 #> 17 -0.0010870682 0.020681206 0.018904410 -0.1214673799 0.0133693982 #> 18 -0.0362517402 -0.087065034 -0.071459003 -0.1010875122 0.0446070536 #> 19 0.0840261409 0.189178442 0.081003995 0.0257832565 -0.0717161772 #> 20 -0.0208633500 0.045052414 -0.150957894 -0.0326623738 -0.1157851296 #> 21 -0.0488927762 -0.113083278 -0.064541525 -0.0921088301 0.0115197175 #> 22 -0.0684688786 -0.131415257 0.018338982 -0.0193150920 0.1349851595 #> 23 0.0640245789 0.091722295 0.185474902 0.0068893094 0.0204385382 #> 24 -0.0625323206 0.048578036 -0.150272120 0.0659563417 -0.0469036683 #> 25 0.1767394738 -0.030984481 -0.088013049 -0.0615974667 -0.0864936008 #> 26 0.0086677522 0.029174751 -0.103959562 -0.1328961811 -0.1042669683 #> 27 -0.0100412601 0.032716476 0.185466549 0.0030421703 0.0314560169 #> 28 -0.0808201224 0.033121943 -0.053274859 0.1275578222 0.0299769533 #> 29 -0.0408167771 -0.043937327 -0.104079101 -0.0854843978 -0.0784479971 #> 30 0.0431758676 -0.005323066 -0.102553451 -0.1579876076 -0.1059470891 #> 31 -0.0160714445 -0.074680759 0.060478294 0.1213046469 0.1283644954 #> 32 -0.0033447832 -0.106126834 -0.025648550 -0.1268291378 -0.1008822135 #> 33 -0.0437426160 -0.113105944 0.035144219 -0.0871928134 -0.0269794632 #> 34 0.0671984202 0.123420795 0.015289755 -0.0106958444 -0.0388582343 #> 35 -0.0758804297 -0.055987213 -0.079918372 0.0925351546 -0.0172568703 #> 36 0.1069500273 0.075134769 0.140256593 -0.0087375572 0.0528340685 #> 37 -0.0580746352 0.050777443 -0.108614074 0.0585297393 -0.0732469975 #> 38 0.0425323112 0.006707403 -0.086109925 -0.0797063965 -0.1168380886 #> 39 -0.0138104935 -0.119825465 -0.118894431 -0.1221520459 -0.0894666881 #> 40 -0.0772986048 -0.106034840 -0.064248572 0.1356330394 -0.0002354329 #> 41 -0.0579705163 -0.032154414 -0.042011693 -0.0276109142 -0.0344565621 #> 42 0.0060447677 0.014840732 0.049386352 0.0785620562 -0.0676514405 #> 43 0.0461855360 -0.065154489 -0.025790575 -0.1272969915 -0.0806512460 #> 44 -0.1538364492 -0.148444256 -0.088293586 -0.0496115997 0.0631452557 #> 45 -0.0787287846 -0.011517157 -0.106059098 -0.0748924357 -0.0734087476 #> 46 0.0581329279 -0.035192768 -0.104047820 -0.0100048617 -0.0286295406 #> 47 -0.0835736786 -0.003712493 -0.041314196 -0.0392807012 0.1099867219 #> 48 -0.1499535742 -0.084761555 -0.046238351 -0.0245289818 0.0515510906 #> 49 -0.0264476579 -0.091354328 0.045303534 0.0172435601 0.0544848534 #> 50 0.0675718569 0.047037828 0.148875702 -0.0533298082 -0.0246648894 #> 51 0.0205024213 0.012330246 0.121907359 -0.0661189687 -0.0012836447 #> 52 -0.1631475351 -0.085990418 0.092897787 0.1143594377 0.2298144328 #> 53 -0.0915727644 -0.057278543 0.063188912 0.0705949995 0.0268451451 #> 54 -0.0114449351 0.048154520 0.034543384 -0.0686123793 -0.0194342782 #> 55 -0.0400845411 -0.013738269 0.008798267 0.0636691619 0.0876426959 #> 56 0.0114771704 -0.028650304 -0.002502237 -0.0360748675 -0.0751867070 #> 57 0.0781817133 -0.012193072 -0.022786148 -0.1071814200 -0.0588086368 #> 58 0.0807283703 -0.002294475 -0.015474743 -0.0755260418 -0.0862780939 #> 59 0.0277735354 -0.011365181 -0.156967423 -0.0917551787 -0.1462002763 #> 60 0.5981245807 0.158410787 0.047742519 -0.0165121021 -0.1502306610 #> 61 0.1403338810 0.616201487 0.037063070 0.0355793224 -0.1172526984 #> 62 0.0631788960 0.070576352 0.582688204 0.0083012276 0.1245181157 #> 63 -0.0727437681 -0.002575437 -0.063366815 0.6543562466 -0.0399094359 #> 64 -0.1660493677 -0.114994499 0.093263032 0.0005035233 0.6139432874 #> 65 -0.0965013121 0.056318837 0.090876992 0.0373462115 0.1161400157 #> 66 0.0649319889 0.092418968 0.076249804 0.0069626796 -0.0184612477 #> 67 0.1033314063 0.092872994 -0.014761341 -0.0573620828 -0.0232667846 #> 68 -0.0241954520 -0.003572422 -0.076986812 0.1152434423 -0.0483901534 #> 69 -0.0095129262 0.154994725 0.063873326 0.0501006001 0.0732308863 #> 70 0.0367224907 -0.002042637 -0.061099686 0.0141194453 -0.0694676104 #> 71 -0.0080754085 -0.081235104 -0.026153042 -0.0058349333 -0.0629021111 #> 72 0.0205553207 0.075176879 -0.131069341 0.0588584856 -0.1032177574 #> 73 -0.0053818372 0.042271617 0.249924954 -0.0271613916 0.0798106788 #> 74 0.0223077445 0.037990176 0.045093113 -0.0784034841 0.0480755072 #> 75 -0.0522334136 -0.042250516 0.042034750 0.1659165857 0.1148009677 #> 76 -0.0002504116 -0.017540604 -0.086352438 0.0774367015 -0.0027658563 #> 77 0.1812801797 0.088496132 0.181057587 -0.0017038227 -0.0197190185 #> 78 0.0274919490 -0.031851204 -0.012032752 0.0362536319 0.0635694201 #> 79 0.1043999984 0.184010678 -0.004159937 -0.0056675653 -0.0636552411 #> 80 -0.0417595644 -0.170837310 -0.050826676 -0.0468170499 0.0584937850 #> [,56] [,57] [,58] [,59] [,60] #> 1 -0.003979373 -0.0406776906 -1.076380e-02 0.066437157 0.0449635272 #> 2 0.109359216 -0.0375202950 -6.415485e-02 -0.086996132 0.0223379777 #> 3 0.064378993 0.1918270049 9.522078e-02 0.020510292 0.1076344374 #> 4 0.094534982 -0.0114350431 4.154596e-02 -0.065815912 0.0056034605 #> 5 -0.045805736 -0.0488981849 -4.309570e-02 0.077232336 0.1559401414 #> 6 -0.086234206 -0.0862263010 -1.106827e-01 -0.109992565 -0.1613065609 #> 7 -0.057999859 -0.0400224704 2.579927e-03 0.112515230 0.0611918665 #> 8 0.077375584 0.0362304299 1.189992e-05 0.025211800 0.0594579488 #> 9 0.148865884 0.0033679461 -2.526408e-02 0.116317474 0.0233974614 #> 10 -0.008659806 0.0077311765 -1.253399e-01 -0.087681324 0.0134735895 #> 11 -0.057436641 -0.0576054332 -9.052386e-02 -0.002572960 -0.0565602932 #> 12 -0.147776795 0.0384898198 1.442868e-01 -0.053815011 -0.0977767164 #> 13 -0.040385878 -0.0736407985 -3.816850e-02 -0.074968856 -0.0582126660 #> 14 -0.083819301 0.0490453787 6.163993e-02 0.009219205 0.0039433876 #> 15 0.051694308 -0.0240708488 1.567649e-02 0.092772957 -0.0039157780 #> 16 0.002178075 -0.1275114178 -5.844825e-02 0.108947973 -0.0311093997 #> 17 -0.041141549 -0.0773820254 5.298097e-02 -0.022835531 -0.0658327217 #> 18 0.099618201 -0.0883164239 1.209916e-01 0.033567968 -0.0553888660 #> 19 0.011749520 0.0764570000 5.696504e-03 0.011115405 0.1545225644 #> 20 -0.086167092 0.0421488083 4.965215e-02 0.147737228 0.0413617638 #> 21 -0.019191497 -0.0762560934 -3.056187e-03 0.048818775 -0.0411770309 #> 22 -0.115929279 -0.0159431581 -9.108904e-03 -0.031025093 -0.0567483730 #> 23 0.073883418 0.0949901938 6.169796e-02 -0.060482763 0.0037538666 #> 24 -0.054810773 -0.0013381290 1.193202e-02 0.082514133 -0.0025957829 #> 25 -0.138388657 0.0092615657 5.989394e-02 0.055546507 -0.0720565077 #> 26 -0.067455092 0.1289354723 6.478167e-04 -0.105196112 -0.0837103112 #> 27 -0.031108405 -0.0897636861 -7.643365e-02 -0.150512395 -0.1097474439 #> 28 -0.032266486 -0.0203540529 3.359963e-02 -0.067454021 -0.0793116592 #> 29 -0.034422322 -0.0468339565 -6.613308e-02 -0.107791119 -0.1150088806 #> 30 -0.099090506 -0.1099899153 4.678175e-02 -0.043855347 -0.0814330298 #> 31 -0.021356197 0.0114393628 -8.327835e-02 -0.023638145 0.0071982050 #> 32 -0.144362036 -0.0295973825 1.409992e-02 -0.096698605 -0.0701068313 #> 33 -0.016612520 -0.0021438168 -1.027521e-01 -0.078908081 -0.0927487544 #> 34 0.059140726 0.0975118668 1.917776e-02 0.014535263 0.0517713599 #> 35 -0.082481289 -0.1141391241 -1.419816e-01 -0.080790596 -0.1022594180 #> 36 0.021460901 0.3174689983 4.225089e-02 -0.016848226 0.1077951974 #> 37 -0.089947238 -0.0930684384 -4.290012e-02 0.035978393 0.0345205654 #> 38 -0.081831317 -0.0883982564 2.738290e-02 -0.106476993 -0.1740295927 #> 39 -0.082336628 -0.0954209907 -8.486883e-02 0.014139753 -0.1278064445 #> 40 -0.087979403 -0.0626143735 -5.482287e-02 0.019767025 -0.0682026183 #> 41 -0.019754382 -0.0992316885 -2.132808e-02 -0.112698337 -0.0899202455 #> 42 0.056257266 -0.0600833130 -2.024239e-02 -0.008304144 -0.0233992395 #> 43 -0.159045051 -0.0204748922 6.651013e-02 -0.033472972 -0.0417775708 #> 44 -0.076634715 -0.0611589626 -1.430549e-01 -0.140281539 -0.1558174248 #> 45 0.046873067 -0.0188632760 -6.537917e-03 0.029738507 -0.0566617307 #> 46 -0.111446658 -0.0461654975 -2.155798e-03 -0.042994041 -0.0672133400 #> 47 0.028260070 -0.0042423562 3.763128e-02 0.123151853 0.0621908493 #> 48 0.087080198 -0.1325012625 -9.216152e-02 -0.087337901 -0.0769397671 #> 49 0.006789764 -0.1135142737 -1.067873e-01 -0.030759087 -0.0495646456 #> 50 0.161242599 0.0615431034 -2.647260e-02 0.000739817 0.0693416933 #> 51 0.105163854 -0.0124356631 2.739360e-02 -0.023464820 0.1014413326 #> 52 0.097837646 -0.0616362318 -1.107926e-01 -0.017781592 -0.0286741880 #> 53 0.093841027 -0.0797929960 -7.249341e-02 -0.014550277 -0.0653188266 #> 54 0.080114242 0.0146769459 -8.048223e-02 -0.088492150 0.0613367542 #> 55 0.212405543 -0.0155965621 -7.149739e-02 -0.006934858 0.0733034124 #> 56 0.002821362 -0.0170897815 7.048295e-02 0.029792326 -0.0187999433 #> 57 -0.015620968 0.0001868381 8.940999e-02 0.051228691 0.0455301044 #> 58 0.032272304 -0.0304029487 -1.184214e-01 -0.023193251 0.0112440201 #> 59 -0.147595182 -0.0418098512 -3.297652e-03 -0.033564320 -0.0432188087 #> 60 -0.098990634 0.0670566739 1.192043e-01 -0.008485114 -0.0193947809 #> 61 0.035752610 0.0764667468 9.066902e-02 -0.005938991 0.1270359647 #> 62 0.103824047 0.0938108662 1.654797e-02 -0.045840097 0.0694278483 #> 63 -0.021374776 -0.0471443014 -9.772082e-02 0.074722114 -0.0160129205 #> 64 0.097831987 -0.0321552695 -2.321256e-02 -0.048498522 0.0475303249 #> 65 0.595635259 0.0335862974 -3.526122e-02 0.002952479 0.1366832046 #> 66 0.028972291 0.6002492656 5.974139e-02 0.011317123 0.0960950071 #> 67 -0.053623473 0.0459931480 6.139975e-01 0.047468113 0.0003586193 #> 68 -0.015247180 -0.0022685294 4.763071e-02 0.613834918 0.1678181930 #> 69 0.144075738 0.1081015468 2.611340e-02 0.193410385 0.5882427260 #> 70 0.025215279 -0.0588490305 -1.293289e-02 -0.016558062 -0.0643245806 #> 71 -0.115454936 -0.1032549863 -6.972389e-02 -0.095199383 -0.0754392202 #> 72 -0.027327161 0.0449673874 -2.663249e-02 0.054777905 0.0035179153 #> 73 0.128989709 0.1063810913 -8.381476e-02 -0.076650189 0.0160957453 #> 74 -0.016695489 0.0946558767 1.571202e-01 -0.014602133 0.0249200747 #> 75 0.069161935 -0.0330460927 1.448267e-02 0.041329803 0.0730132328 #> 76 -0.095185244 -0.0906032319 -5.005789e-02 0.094166963 -0.0030963151 #> 77 -0.008301706 0.1489344705 1.265214e-02 -0.060707019 0.0452561090 #> 78 -0.078835790 0.0965901740 1.056521e-01 0.012187841 0.0036524049 #> 79 -0.057180263 0.1355136910 9.476986e-02 0.020098399 0.1070764035 #> 80 -0.077368117 -0.0921298424 -5.089779e-02 0.016862475 -0.1273600318 #> [,61] [,62] [,63] [,64] [,65] #> 1 -0.0148370427 -0.0721340415 -0.097759520 -1.504411e-02 -0.009046477 #> 2 -0.0181223254 -0.1393111481 0.002516922 4.550356e-02 -0.145983401 #> 3 -0.0125503446 0.0156464602 -0.021647532 6.240469e-02 -0.024211059 #> 4 0.1204054986 -0.0861727551 -0.040806297 -4.028017e-02 -0.042019115 #> 5 0.0680200508 -0.0106111401 -0.054437455 6.399011e-02 0.339261351 #> 6 -0.0471851981 -0.0102424694 0.014235721 -2.708178e-02 0.011672364 #> 7 0.0629022802 -0.0368245204 -0.120106540 -9.457454e-02 -0.027091550 #> 8 -0.0396303462 0.0683385398 -0.021173223 1.638396e-01 0.094947839 #> 9 -0.0949281597 0.0512324640 0.004200243 9.339618e-02 -0.112722139 #> 10 -0.0074488521 -0.1744208901 0.024926867 -9.925697e-02 -0.089129209 #> 11 0.0059468462 -0.0148375582 0.010868779 -8.026211e-02 0.115114304 #> 12 0.1134459349 0.0162431415 -0.054838890 -1.185558e-01 0.055480941 #> 13 -0.0519267387 -0.0718204735 0.236128371 7.369388e-02 -0.013411565 #> 14 -0.0741776088 0.0661867095 -0.014847570 4.855026e-02 -0.035215832 #> 15 -0.0337652100 0.0063385974 0.018026845 1.924846e-02 -0.087544191 #> 16 -0.0910829318 -0.0367823518 -0.078983807 5.465778e-02 0.134045557 #> 17 -0.0779831933 -0.0159641374 0.043028155 -1.300269e-01 -0.025655498 #> 18 -0.0730490891 0.0062044824 -0.094132489 -4.476998e-02 -0.010139048 #> 19 -0.0633862637 0.1518462422 0.049286517 5.081236e-02 -0.067291040 #> 20 -0.0926885687 0.0722427218 -0.049931664 5.045072e-03 -0.065279869 #> 21 0.0439786818 -0.1276552346 -0.088077251 -7.281847e-02 -0.035148671 #> 22 0.0133189708 -0.0498291021 0.011907999 7.678133e-02 -0.045051016 #> 23 -0.0366798875 -0.0801829264 0.116988293 -6.451378e-02 -0.093729925 #> 24 -0.0893955635 0.0540355170 -0.110297871 -2.909606e-02 0.080092583 #> 25 -0.0002487155 0.0302629188 -0.106146034 -6.427946e-02 -0.030861919 #> 26 -0.0153352208 0.0004466804 0.001908044 -1.885562e-01 -0.052739165 #> 27 -0.0072075547 -0.0245978248 0.182689470 -4.255269e-02 0.022931009 #> 28 -0.0736765653 0.0978527557 -0.077009447 -4.347544e-02 -0.018396207 #> 29 -0.0910407383 0.0805270148 -0.040416311 -1.454109e-01 -0.140866677 #> 30 0.0733250857 -0.0463139449 -0.101016283 -1.438804e-01 0.014422158 #> 31 0.0983243127 -0.0322970495 0.023266025 4.520064e-02 0.013449670 #> 32 0.0694474544 -0.1786398409 -0.119826003 -1.104310e-01 -0.103906480 #> 33 -0.0121641012 -0.0608735107 0.065968323 -2.018756e-02 -0.156268042 #> 34 -0.1151045137 0.2216660976 0.063449136 1.996629e-03 -0.023126713 #> 35 -0.0873650768 -0.0686096951 -0.013309859 -5.310088e-02 0.111539175 #> 36 0.0341797749 0.1049812627 0.064682957 -5.452319e-02 0.017003265 #> 37 0.0174717280 0.0645001815 -0.084400903 2.346225e-02 0.121933859 #> 38 0.0075826977 0.0648975049 -0.038197806 -8.803912e-02 -0.039363378 #> 39 -0.0334168333 -0.0163260729 -0.084093965 -1.293499e-01 -0.035606983 #> 40 0.0921233806 0.0187114841 -0.135016233 9.649638e-02 -0.015970036 #> 41 0.0907038841 0.0008876627 -0.120485622 -2.565306e-02 -0.143190741 #> 42 -0.0440187018 -0.0610336631 0.001012642 2.395690e-02 0.057485307 #> 43 0.1417549183 -0.0880232040 -0.039520163 -1.062138e-01 -0.039300242 #> 44 0.0298665917 -0.0760817152 -0.074656395 -9.440300e-02 -0.114495963 #> 45 -0.1126732103 0.1447587465 0.002920970 -5.153457e-02 -0.110356969 #> 46 0.1100952623 -0.0108469679 -0.085705805 -2.071387e-02 0.340473339 #> 47 -0.0497124806 0.0325387887 -0.078280172 -4.659015e-02 0.029831552 #> 48 0.0229627032 -0.1131332539 0.023684258 4.466410e-02 -0.036476817 #> 49 0.0333789308 -0.0950158496 0.081600892 1.712512e-02 0.234851913 #> 50 0.0296222497 -0.0248319306 0.063629338 -7.168763e-02 0.006197003 #> 51 0.0888697381 -0.0377577812 0.052525820 7.961221e-03 -0.059754068 #> 52 -0.0975298355 -0.1219611994 0.125451121 1.548295e-01 -0.034001563 #> 53 -0.0341879753 0.0945595337 -0.026466870 1.033324e-01 -0.105029785 #> 54 0.0409949218 -0.0549423212 0.068576051 -6.575449e-02 0.003588740 #> 55 -0.0198038948 0.0463176156 0.006289502 7.645649e-02 0.024937442 #> 56 -0.0013805218 -0.1045357048 -0.036650279 -8.684716e-02 -0.049954039 #> 57 -0.0819732842 -0.0272610235 -0.053092488 -3.697858e-02 -0.066551127 #> 58 -0.0210207464 -0.0221067649 0.069661276 -3.266264e-02 -0.029820253 #> 59 0.1293708310 0.0394887356 -0.143018587 -1.053347e-01 0.037736712 #> 60 0.0288186810 0.0451639335 0.008948458 -4.721917e-02 0.027111350 #> 61 -0.0624179209 0.0817085857 0.038525006 -5.531318e-02 -0.008255748 #> 62 0.0261774243 -0.0910243511 0.279691626 6.248537e-02 -0.043554299 #> 63 -0.0251725098 0.0272354324 -0.069062762 1.146992e-01 0.048566798 #> 64 -0.0418267284 -0.0944278514 0.078322267 1.039965e-01 0.008777199 #> 65 -0.0760715248 -0.0002292269 0.145809325 7.666550e-02 -0.065334161 #> 66 -0.0684855818 0.0674513152 0.118586702 -3.015653e-02 -0.065366155 #> 67 -0.0487027350 -0.0178968053 -0.085357399 3.623985e-03 -0.038569055 #> 68 -0.0740156311 0.0636761804 -0.078030232 3.063371e-02 0.105818387 #> 69 -0.0286632761 0.0380083827 0.040307895 8.790933e-02 0.034147302 #> 70 0.0015817616 0.0215518610 -0.045287570 9.800136e-02 -0.050563588 #> 71 0.6350186701 -0.0986637585 -0.112221120 -3.843819e-02 0.085816664 #> 72 -0.0863782818 0.6227331934 -0.115709029 -1.791149e-04 0.012042180 #> 73 -0.0896573259 -0.1054307112 0.612454876 4.122448e-02 -0.055963515 #> 74 0.1180605092 -0.0287565211 0.017408691 6.022705e-02 0.054279988 #> 75 -0.0065583390 0.0194152551 0.050540532 6.031388e-01 0.022314913 #> 76 0.0953489910 0.0092890309 -0.068994982 -3.260612e-05 0.625486343 #> 77 0.0058308363 -0.0449490979 0.180210719 5.249187e-02 -0.118110581 #> 78 0.0037563514 0.1201537432 -0.075147920 1.021604e-01 0.008879829 #> 79 -0.0755554911 0.0574815556 0.062220716 1.770312e-02 -0.056000124 #> 80 0.0475166863 -0.0512239380 -0.108297004 7.414131e-03 -0.063813041 #> [,66] [,67] [,68] #> 1 -0.1382364557 -0.138705435 0.011187097 #> 2 0.0063043000 -0.030828650 0.038056948 #> 3 -0.0064021603 -0.035854605 -0.026068756 #> 4 0.0712521513 -0.004891886 -0.075290678 #> 5 -0.1065691599 -0.107019458 -0.069647294 #> 6 -0.0076922908 -0.045080607 0.034760500 #> 7 -0.0343109468 -0.033051117 -0.024033960 #> 8 -0.0352640139 -0.035009342 -0.124252627 #> 9 -0.0357197826 -0.065049097 0.067008666 #> 10 -0.0756881621 -0.102137461 -0.111047722 #> 11 -0.1319716595 -0.096184325 -0.174141786 #> 12 0.0355807644 0.094270013 0.012484716 #> 13 0.0584410139 -0.029320394 -0.086668036 #> 14 0.0924922416 0.188266602 0.063726916 #> 15 -0.0094534728 -0.085383499 -0.032157899 #> 16 -0.1718355224 -0.135453046 0.022168583 #> 17 -0.0170980178 0.089208539 0.049852651 #> 18 -0.1393107263 -0.096263617 0.149923328 #> 19 0.1672443071 0.133955699 -0.102543948 #> 20 0.0045056098 0.243568973 -0.015664869 #> 21 -0.1227928665 -0.141396172 0.119748691 #> 22 -0.0156212417 -0.097599300 0.077892379 #> 23 0.0960481739 -0.006133056 -0.014924924 #> 24 -0.1043517409 0.028391521 -0.051964439 #> 25 0.0476493934 -0.006234280 0.228349408 #> 26 -0.0046839613 0.021786573 -0.076513178 #> 27 -0.0255559066 -0.114338050 -0.115786167 #> 28 -0.1221630386 -0.142343888 -0.114930818 #> 29 -0.0845493198 -0.022023604 0.025614923 #> 30 -0.0819994031 -0.055325094 -0.037015200 #> 31 0.0033316712 -0.077219379 0.123653651 #> 32 0.0588702073 -0.004149248 -0.033836486 #> 33 0.1066466149 0.051333599 0.154917913 #> 34 0.1504672468 0.254133404 -0.030423684 #> 35 -0.0910833377 -0.038779399 -0.150229411 #> 36 0.1361654118 0.091465240 -0.023401187 #> 37 -0.1306632267 -0.019084561 -0.057953701 #> 38 -0.0833313354 -0.028560311 0.012782454 #> 39 -0.1230769078 -0.072790453 0.211029750 #> 40 -0.0259357988 -0.075398242 0.118352932 #> 41 -0.0371517577 -0.063678007 0.053058495 #> 42 -0.0787852030 -0.153826059 -0.131065079 #> 43 0.0268213406 0.028574798 -0.001008495 #> 44 -0.0850071074 -0.102864320 0.167691125 #> 45 -0.0564845505 0.052819464 0.041774836 #> 46 -0.1059572893 -0.071926144 -0.037180481 #> 47 -0.0975860926 -0.033946559 0.029005154 #> 48 -0.0449707026 -0.115142856 -0.051459494 #> 49 -0.1321027358 -0.146773630 -0.033664971 #> 50 0.0487094268 -0.027322765 -0.083648270 #> 51 0.0903509383 0.040670877 -0.072123194 #> 52 -0.0286898716 -0.105550936 0.017899037 #> 53 -0.0392470400 -0.105163281 0.103288624 #> 54 -0.0237508885 0.004003968 -0.058709423 #> 55 -0.0520058915 -0.062089431 0.046337655 #> 56 -0.0410645790 0.014985481 -0.004660522 #> 57 0.0166638672 0.129378337 0.057380728 #> 58 0.0629526798 0.139993098 0.059529109 #> 59 -0.1233430873 -0.048664471 -0.052118853 #> 60 0.1835673419 0.104419218 -0.030887941 #> 61 0.0727063880 0.165952992 -0.178042593 #> 62 0.1987811258 0.011295659 -0.024518676 #> 63 -0.0556483265 -0.061880012 -0.092177093 #> 64 -0.0332505631 -0.079454728 0.053546701 #> 65 -0.0035252225 -0.054671722 -0.064007173 #> 66 0.1490969477 0.133408226 -0.083382904 #> 67 -0.0009336277 0.078916150 -0.055899100 #> 68 -0.0741301950 0.004407281 0.012023760 #> 69 0.0574251258 0.116977478 -0.106606554 #> 70 0.1049039249 0.044366721 0.117306438 #> 71 -0.0287760910 -0.112430361 0.021494220 #> 72 -0.0672705485 0.032892162 -0.064960928 #> 73 0.1681675862 0.047909640 -0.111755677 #> 74 0.0931680296 0.106210642 0.003434866 #> 75 0.0497647872 0.012708101 0.013271512 #> 76 -0.1431851809 -0.083342667 -0.080303180 #> 77 0.6004117428 0.247915179 -0.016241291 #> 78 0.0943792780 0.130717326 0.117227521 #> 79 0.2501831218 0.598143800 -0.061858830 #> 80 -0.0248257521 -0.072711233 0.608996204 #> #> $Y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $ncomp #> [1] 6 #> #> $mode #> [1] "regression" #> #> $mat.c #> comp 1 comp 2 comp 3 comp 4 comp 5 #> X1 0.004826905 -0.2869509540 0.0013557238 0.183994838 -9.704877e-02 #> X2 0.043081138 -0.1245220078 0.3431610839 -0.304653101 -7.542560e-02 #> X3 0.129749112 -0.0600542404 0.0759526973 -0.045583150 2.426865e-02 #> X4 0.007044153 0.0004109244 0.0781714941 -0.125072083 5.726862e-02 #> X5 0.199468386 -0.0340963722 -0.2521909059 0.159448397 -8.342851e-02 #> X6 -0.079570646 0.1381707079 -0.1369201838 -0.080644022 -1.316346e-01 #> X7 0.216523889 0.0882652038 -0.2093214151 0.009087884 1.469848e-01 #> X8 0.028102068 -0.2077712689 0.2851164433 -0.144746919 -5.164731e-02 #> X9 0.038412025 0.1574655522 -0.2146508319 0.210364972 9.207526e-02 #> X10 -0.230094679 0.1286636779 -0.1958387381 0.189991245 1.370671e-01 #> X11 0.134781702 -0.2317033500 0.0662311353 -0.106660881 2.301209e-01 #> X12 -0.175231399 0.2221339384 -0.1139387679 -0.167069594 3.004361e-02 #> X13 0.081907539 -0.3135661877 0.1806203896 0.111104183 1.423625e-01 #> X14 0.144964851 -0.1150125940 -0.0807434641 0.094404676 -1.928291e-01 #> X15 -0.102853534 -0.1532666452 0.0233262264 0.083599263 -1.167982e-01 #> X16 -0.007466201 0.0061209740 0.1197975881 -0.183124631 3.304505e-01 #> X17 -0.216282545 0.2080455059 -0.0812564249 -0.109505177 5.642643e-02 #> X18 -0.051868054 -0.0907722941 0.1392042634 0.146853306 -2.666059e-01 #> X19 0.018139831 -0.1567412660 -0.0700254820 0.122959878 -3.344794e-02 #> X20 0.050692818 -0.0911449289 0.2006664447 -0.097422568 1.103201e-01 #> X21 0.022644149 0.2365191094 -0.1713598871 -0.013929328 -9.968303e-02 #> X22 -0.230476143 0.0237714107 -0.1421963128 0.121849512 2.883891e-03 #> X23 -0.230239880 0.2445392093 -0.0524049175 -0.034773358 -3.860839e-05 #> X24 0.144130285 -0.0450401430 -0.0014986711 -0.017378124 1.210699e-01 #> X25 0.162012700 -0.0730484824 -0.0515135577 0.112964299 -2.325235e-02 #> X26 -0.174158264 0.1066869613 0.2645982675 -0.061594479 -1.155537e-01 #> X27 0.102911287 -0.0535531089 0.1306037447 0.141749291 -5.407499e-02 #> X28 -0.133192784 -0.1838046134 0.3725186448 -0.127323403 1.098233e-02 #> X29 -0.089829768 0.1284621816 -0.0041904684 -0.241239596 3.713085e-01 #> X30 0.154631488 -0.0302141861 -0.1207147366 0.089299327 5.401127e-02 #> X31 -0.031335733 -0.0105735572 -0.0086860427 -0.078353950 3.024696e-01 #> X32 0.061181049 0.2434893007 -0.1142414963 0.119387522 -1.003620e-01 #> X33 -0.227207725 0.1473004863 0.0945007284 0.032020238 -2.690294e-01 #> X34 0.059569437 -0.1042760529 0.0473542797 0.172567738 -1.560320e-01 #> X35 0.204563869 -0.1615759306 -0.0990884116 0.149465828 8.211120e-02 #> X36 -0.213334640 0.0084956390 0.0004675207 0.217587467 1.986118e-02 #> X37 -0.049762370 -0.0311279728 0.2349559424 -0.026758798 -3.315743e-01 #> X38 -0.175181024 0.1435217540 0.1352173064 -0.197649261 1.228661e-02 #> X39 0.051285516 0.1274442002 -0.3684335240 0.184730890 -9.952330e-02 #> X40 0.089975127 -0.0165444131 0.0442044595 -0.228679199 -7.720976e-02 #> X41 0.019154988 -0.0807143867 0.0816743477 -0.079901233 2.501325e-01 #> X42 -0.038448802 -0.2010242965 0.1672385713 -0.083378172 2.501767e-01 #> X43 0.270919975 -0.2161897959 0.2124865671 -0.184038947 -6.307532e-02 #> X44 0.079031608 -0.2286658715 0.2983174093 -0.017489314 -8.253538e-02 #> X45 0.006304190 0.2330965010 0.1652769786 -0.072315143 -3.078679e-02 #> X46 0.153855352 0.0695271945 0.2574963262 -0.099676324 -8.469670e-02 #> X47 -0.115501757 -0.1844115321 0.1009165805 0.147899310 4.395558e-02 #> X48 -0.192016242 -0.1551595019 0.0971699571 0.006728679 1.454787e-01 #> X49 -0.138477731 0.2497222494 0.1817397905 -0.195844288 2.210894e-02 #> X50 -0.154221500 0.2526056661 -0.2202153617 0.227351420 -1.171357e-01 #> X51 -0.164756619 0.0958122895 -0.1224788322 0.070249681 2.615177e-01 #> X52 0.008746761 0.2176948196 -0.0576836085 -0.127811153 2.981592e-01 #> X53 0.104801929 -0.2210405427 0.1891143752 -0.141559908 2.956940e-01 #> X54 0.259849572 0.0406793581 -0.0236262963 0.139264217 9.090736e-02 #> X55 0.184226226 -0.2542543356 0.0604489137 -0.218703091 -5.146013e-02 #> X56 0.166773058 -0.0619241276 0.2495646968 -0.240300996 1.079474e-01 #> X57 -0.040892432 0.0548882791 0.0209367185 -0.182234577 2.809144e-01 #> X58 -0.133652613 -0.0906013681 -0.1476794212 -0.006382036 1.702564e-01 #> X59 0.017655740 -0.0204802468 -0.0794103439 0.101372036 6.071648e-02 #> X60 0.099771037 0.0360240177 0.0259444401 -0.105018625 2.355549e-01 #> X61 -0.024294216 0.0059691271 -0.0410729547 0.253261602 -8.083274e-02 #> X62 -0.016626889 0.2080147957 -0.0387979806 -0.011561372 1.147765e-01 #> X63 0.103045786 -0.0622989225 0.1401427483 -0.286137152 2.775446e-01 #> X64 0.192712197 -0.1230012287 0.0004564656 -0.137935047 1.032123e-01 #> X65 0.162200818 0.1005632569 -0.3537371450 0.213168594 -3.724658e-02 #> X66 -0.093066126 -0.0360001689 0.0814482211 -0.289858087 3.767829e-01 #> X67 -0.181142587 0.1655824689 -0.0206845259 -0.287732706 3.514949e-01 #> X68 -0.159531097 -0.1393732061 0.1605307260 0.050644140 -1.963947e-01 #> comp 6 #> X1 -0.0622303849 #> X2 0.0761809028 #> X3 -0.0795778158 #> X4 -0.1852588356 #> X5 0.0542561321 #> X6 0.2206622442 #> X7 0.0164920036 #> X8 0.0250451212 #> X9 -0.0127924197 #> X10 -0.0302119303 #> X11 0.0014407956 #> X12 0.2416985652 #> X13 -0.1781030615 #> X14 0.3141044074 #> X15 0.1543948237 #> X16 -0.2193975350 #> X17 0.1056439758 #> X18 0.0536176025 #> X19 0.2793552998 #> X20 -0.1686556764 #> X21 0.0305108689 #> X22 0.1420467019 #> X23 -0.1047674207 #> X24 -0.1004604676 #> X25 -0.2112084814 #> X26 0.0071308956 #> X27 0.0958973134 #> X28 0.0537112437 #> X29 -0.0213590680 #> X30 0.0528958634 #> X31 -0.2201349932 #> X32 0.0662198130 #> X33 0.2039117985 #> X34 0.1776639204 #> X35 -0.2031954541 #> X36 0.0017207450 #> X37 0.1087181765 #> X38 0.1184265785 #> X39 0.0477821764 #> X40 0.0631892812 #> X41 -0.2545990671 #> X42 -0.2236899806 #> X43 0.2145563278 #> X44 -0.0421054750 #> X45 -0.0002697228 #> X46 0.0890708592 #> X47 -0.1725192432 #> X48 -0.0263125243 #> X49 0.1288893386 #> X50 -0.1283991821 #> X51 -0.1934079891 #> X52 -0.3076413420 #> X53 -0.1428828043 #> X54 0.0289698471 #> X55 0.2367452728 #> X56 -0.0089880355 #> X57 -0.2033567346 #> X58 -0.0834832841 #> X59 0.0587915193 #> X60 -0.1060406189 #> X61 -0.1463234152 #> X62 -0.0865419536 #> X63 0.0189685235 #> X64 0.2251644236 #> X65 0.0291376974 #> X66 -0.0894745631 #> X67 -0.0100078616 #> X68 0.3079002559 #> #> $mat.d #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 1.628618 1.807529 1.324851 1.956047 0.868788 1.688759 #> #> $mat.e #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] NA NA NA NA NA NA #> #> $variates #> $variates$X #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.121790684 -0.473691585 -0.145338101 0.102999939 -0.233358691 #> 2 0.099074418 -0.099199263 0.278473115 -0.315555868 -0.231083042 #> 3 0.296838275 -0.006615040 0.081419414 -0.023798090 -0.046039527 #> 4 0.051349559 0.009894263 0.019557261 -0.142891471 -0.052246463 #> 5 0.410079081 -0.074469562 -0.373085930 0.047929694 -0.163834848 #> 6 -0.156761121 0.087317636 -0.291046834 -0.220100026 -0.244601906 #> 7 -0.224021060 0.134006502 -0.114451422 0.098228555 -0.090843228 #> 8 0.534985562 0.168740740 -0.252991364 0.033271225 0.189691009 #> 9 0.014878709 -0.238660642 0.268693740 -0.132566203 -0.147975539 #> 10 0.058561502 -0.009125499 0.128426559 -0.085109923 -0.219708206 #> 11 0.156509356 0.243190777 -0.158265128 0.325679267 0.237948905 #> 12 -0.450081791 0.087981425 -0.169734813 0.273245604 0.257829167 #> 13 0.226330737 -0.307163481 -0.050748146 -0.085549876 0.217211721 #> 14 -0.328958831 0.199516058 -0.227830949 -0.256595682 -0.037946590 #> 15 0.112742982 -0.367899025 0.210453996 0.230858471 0.155935990 #> 16 0.278426225 -0.158602614 -0.179300434 0.030742729 -0.233625061 #> 17 -0.323550165 -0.018016073 0.027489895 -0.048332290 0.101447688 #> 18 -0.267416820 -0.266616149 -0.018270556 0.107443472 -0.072080538 #> 19 0.014338057 0.052042242 0.132870718 -0.083839530 0.334461327 #> 20 -0.420687146 0.184006234 -0.152344545 -0.151331700 0.012213730 #> 21 -0.118591262 -0.103849045 0.163195286 0.148910035 -0.362264380 #> 22 -0.006505229 -0.248397401 -0.134724657 0.156406826 0.056385585 #> 23 0.117981295 -0.054902764 0.220486736 -0.054098192 0.038377210 #> 24 0.136973301 0.286319404 -0.272183193 -0.159496650 -0.300619784 #> 25 -0.514037233 -0.103014201 -0.222564390 0.105079833 0.010009963 #> 26 -0.412700166 0.265811678 -0.065615652 -0.054082576 -0.079049367 #> 27 0.326985750 -0.029937477 -0.065600623 -0.037960895 0.028073167 #> 28 0.356681120 -0.093455701 -0.151944343 0.021127082 -0.229659001 #> 29 -0.295828632 0.197219190 0.354474571 -0.017996266 -0.246097656 #> 30 -0.296114761 0.155242497 -0.105866362 -0.009234395 -0.225396832 #> 31 0.282660495 0.078794236 0.312855348 0.315467727 0.049202379 #> 32 -0.265763773 -0.095942399 -0.073271019 0.027212258 -0.079107733 #> 33 -0.329337516 -0.204220965 0.410390218 -0.039009757 -0.054404757 #> 34 -0.140970600 0.155575282 -0.049718042 -0.187780690 0.379468020 #> 35 0.333005428 -0.007374591 -0.185629140 0.128427466 0.077189234 #> 36 -0.056341404 -0.020350586 -0.030940291 -0.023235420 0.301668462 #> 37 0.260019327 0.403335796 -0.035832327 0.148332646 -0.128590374 #> 38 -0.238798007 0.131807007 0.045651749 0.157652159 -0.082534443 #> 39 -0.431403586 0.171688665 0.139138157 0.012849329 -0.353682105 #> 40 0.137037111 -0.079947150 0.099575155 0.225762032 -0.159761050 #> 41 -0.095971276 0.045510774 0.157109424 0.018327008 -0.208301055 #> 42 0.404904475 -0.220050189 -0.203952074 0.098205073 -0.022783745 #> 43 -0.416457083 -0.005624456 0.088139415 0.356575181 0.134291283 #> 44 -0.096492233 -0.005152557 0.225870634 -0.090455898 -0.550936561 #> 45 -0.311530965 0.193101967 0.150504900 -0.153277399 -0.010190549 #> 46 0.122192016 0.074676200 -0.523806438 0.027168940 -0.213641503 #> 47 0.022045188 -0.046514704 -0.041531788 -0.115848724 -0.204960015 #> 48 0.213921304 -0.046241427 -0.133679853 -0.347626396 -0.248325731 #> 49 0.319703840 -0.047307082 -0.128460341 0.082772617 -0.118676672 #> 50 0.027866882 -0.094093273 0.048712517 -0.022607172 0.219172254 #> 51 -0.127104009 -0.265198421 0.148833550 0.023051843 0.268338494 #> 52 0.567214126 -0.175908179 0.163686695 -0.174565133 -0.130308155 #> 53 0.139286803 -0.223770445 0.339343315 0.012422355 -0.199749917 #> 54 0.170550917 0.487789062 0.371923192 0.100483714 0.033624576 #> 55 0.438442634 0.315811577 0.459896079 0.061367993 -0.048697503 #> 56 -0.309262076 -0.276120034 0.106997206 0.222452196 0.040636563 #> 57 -0.466446033 -0.273615461 0.063918980 0.077830741 0.173104756 #> 58 -0.178648012 0.418597719 0.302543294 -0.106694295 0.007634432 #> 59 -0.250864672 0.256080928 -0.253786359 0.152442248 -0.232254646 #> 60 -0.334968550 0.048586538 -0.144967233 0.094824934 0.265873307 #> 61 0.123727199 0.309379329 -0.074290074 -0.117792291 0.218404663 #> 62 0.197568646 -0.218401777 0.222556905 0.006512711 0.399223532 #> 63 0.648443652 0.227320920 0.094177788 0.292515495 0.165030254 #> 64 0.321681297 -0.361570147 -0.138225739 -0.302993948 -0.119931423 #> 65 0.404508970 0.061746872 0.324196799 -0.128960798 0.143942309 #> 66 -0.076074023 0.066506122 -0.031856339 -0.154649863 0.242256400 #> 67 -0.330545736 -0.267460541 -0.314506700 -0.025503388 0.192087662 #> 68 0.044352078 -0.035682178 -0.093801762 0.136742299 0.079872699 #> 69 0.265740009 0.124744748 0.071201908 -0.002059521 0.308829157 #> 70 -0.136215446 -0.017988929 -0.089477792 -0.047630338 0.067506690 #> 71 -0.017513188 0.006268883 -0.033798094 0.238910488 -0.214005839 #> 72 0.063135828 0.329508021 0.008886557 0.041255815 0.074567182 #> 73 0.219750363 -0.031968837 0.094673547 -0.227657877 0.299370802 #> 74 -0.141029123 -0.052865064 -0.075645077 -0.143425574 0.094549645 #> 75 0.404834134 -0.127589716 -0.076198776 -0.124383448 0.136513883 #> 76 0.381904725 0.109252249 -0.444454405 0.131196957 -0.095193096 #> 77 -0.208337508 -0.094780426 -0.016699842 -0.261358910 0.365336904 #> 78 -0.092212860 -0.097867875 -0.074708084 -0.038869578 0.152102291 #> 79 -0.342310407 0.163159969 -0.093461140 -0.259218059 0.361049301 #> 80 -0.375590390 -0.203308575 0.178281546 0.101459155 -0.197965070 #> comp 6 #> 1 -0.144350053 #> 2 0.049008586 #> 3 -0.123856670 #> 4 -0.149502425 #> 5 -0.056488454 #> 6 0.153377044 #> 7 -0.127110912 #> 8 0.104683812 #> 9 -0.042168675 #> 10 -0.117226258 #> 11 0.213781770 #> 12 0.070576160 #> 13 0.008145596 #> 14 0.159433422 #> 15 -0.166701351 #> 16 0.260236354 #> 17 0.135652883 #> 18 0.215387595 #> 19 -0.143452680 #> 20 0.092625910 #> 21 -0.026396006 #> 22 0.340937235 #> 23 -0.214356779 #> 24 -0.124542478 #> 25 0.129289737 #> 26 -0.072428199 #> 27 -0.156275184 #> 28 -0.343245060 #> 29 -0.086350277 #> 30 -0.070378707 #> 31 0.132805426 #> 32 0.010992262 #> 33 -0.007119609 #> 34 0.011088086 #> 35 0.185045561 #> 36 -0.204298731 #> 37 0.044586415 #> 38 0.013622053 #> 39 0.110694855 #> 40 0.117254299 #> 41 -0.039158463 #> 42 -0.261952536 #> 43 0.097739147 #> 44 -0.057677521 #> 45 0.157595842 #> 46 -0.053304135 #> 47 -0.046435322 #> 48 0.069385446 #> 49 0.066972770 #> 50 -0.188561998 #> 51 -0.129068312 #> 52 0.185317634 #> 53 -0.181910408 #> 54 0.087538092 #> 55 0.131093829 #> 56 -0.119155309 #> 57 0.019290061 #> 58 0.094353840 #> 59 -0.180782586 #> 60 -0.213037352 #> 61 -0.304698361 #> 62 -0.034878295 #> 63 0.119240808 #> 64 0.247289201 #> 65 0.086342696 #> 66 -0.159410959 #> 67 0.054686030 #> 68 0.043708883 #> 69 -0.014920963 #> 70 0.135574455 #> 71 -0.264727795 #> 72 -0.100053862 #> 73 0.078585059 #> 74 -0.020185933 #> 75 0.233752033 #> 76 -0.033688545 #> 77 -0.055878041 #> 78 0.076148743 #> 79 0.023527757 #> 80 0.268367816 #> #> $variates$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.823348791 -0.6321173395 -0.216144421 -0.047957848 -0.339876410 #> 2 -0.247783768 -0.3125258930 -0.291047128 -0.385741912 -0.158021531 #> 3 -0.054061897 -0.3161678000 -0.422330966 -0.341195308 -0.714609225 #> 4 -0.120728911 -0.1550460084 -0.225032347 -0.165663055 -0.051269459 #> 5 -0.511432588 -0.8302997266 -1.031198958 -0.445746716 -1.111495933 #> 6 -0.149370660 0.0066589477 -0.110044768 0.122594558 0.771565401 #> 7 -0.149370660 0.0672614451 -0.091062035 0.015841872 -0.185490862 #> 8 1.054635189 0.4682143029 0.408579653 0.448088847 0.933948007 #> 9 -0.247783768 -0.2366639410 0.002724151 -0.180143935 -0.107119674 #> 10 -0.009029154 -0.0609004800 -0.070637968 -0.134828449 -0.111939599 #> 11 1.379980578 1.1023710886 1.172202280 0.901139245 1.295628902 #> 12 -0.054061897 0.3568215370 0.366785630 0.363390809 0.202958915 #> 13 -0.149370660 -0.3385141796 -0.042772582 0.005401932 0.204774955 #> 14 -0.585472769 -0.2311239887 -0.587533534 -0.243630256 0.029191223 #> 15 -0.009029154 -0.1097190349 0.352241746 0.096034300 -0.303552114 #> 16 -0.009029154 -0.2590028212 -0.136978642 0.028664985 -0.004677971 #> 17 -0.247783768 0.0682669793 0.117718236 0.061112582 0.246411472 #> 18 -0.149370660 0.1063618594 0.508863699 0.357033447 0.561943485 #> 19 0.493175729 0.4314419463 0.517624988 0.260598020 0.775489629 #> 20 -0.585472769 -0.1484750137 -0.453612904 -0.204052155 -0.118698341 #> 21 -0.179824412 -0.0551722452 0.066411038 -0.065552966 -0.482856277 #> 22 -0.089770605 -0.0750237047 0.236538291 0.251460209 0.214009515 #> 23 -0.149370660 -0.2408892504 -0.253746252 -0.321202875 -0.601377264 #> 24 -0.511432588 -0.5842261695 -1.187708206 -0.620094498 -1.037020656 #> 25 -0.585472769 -0.0643647915 0.052730406 0.186459994 0.183224711 #> 26 -0.009029154 0.3637153417 0.133572542 0.134912210 0.425515442 #> 27 -0.179824412 -0.4566456974 -0.582169240 -0.349877232 -0.702269204 #> 28 -0.179824412 -0.4834017965 -0.532013707 -0.257424886 -0.627150443 #> 29 -0.149370660 0.1319614483 -0.089032852 -0.300392134 -0.635804855 #> 30 -0.054061897 0.2180942828 0.085750343 0.129783963 0.312995186 #> 31 1.500742117 1.0975149547 1.389867452 0.729471363 0.932115346 #> 32 -0.212960311 0.0475769338 0.195807198 0.182249441 0.349061033 #> 33 -0.247783768 0.0734814943 0.378876764 -0.021344386 0.039772992 #> 34 -0.362908878 -0.1999706541 -0.485080665 -0.294875578 -0.241120561 #> 35 0.892927695 0.5045007250 0.698364947 0.598738277 1.058889068 #> 36 -0.511432588 -0.4100459045 -0.531671565 -0.339150436 -0.711272098 #> 37 1.132709772 0.7863108653 0.522502953 0.378166222 0.517462612 #> 38 -0.247783768 -0.0080963437 -0.190873819 -0.160201197 -0.715636204 #> 39 -0.009029154 0.3805674826 0.284978860 0.098779406 0.193468696 #> 40 0.749443665 0.5517900773 0.861895703 0.516327539 0.654198525 #> 41 -0.009029154 0.0783365235 0.044785033 -0.076078464 -0.212550764 #> 42 -0.212960311 -0.5567080488 -0.459311166 -0.172957337 -0.610513100 #> 43 -0.120728911 0.2664567678 0.371207565 0.191724967 -0.371154746 #> 44 -0.511432588 -0.3738692358 -0.503049855 -0.493705337 -0.907902630 #> 45 -0.009029154 0.2725599470 0.108406611 -0.028513604 0.280901514 #> 46 -0.473220701 -0.5364783026 -0.833814150 -0.209971409 -0.533913568 #> 47 -0.585472769 -0.5473853569 -0.683350996 -0.434710744 -0.717907178 #> 48 -0.179824412 -0.3547724582 -0.420936994 -0.194562213 0.344618891 #> 49 -0.149370660 -0.4226451405 -0.512083578 -0.259831960 -0.771362753 #> 50 0.027657206 -0.0001889222 0.128116174 0.053780913 0.171985219 #> 51 -0.399431097 -0.2453719414 0.027049787 -0.082485394 -0.237613561 #> 52 0.375729280 -0.1725315264 0.004606856 -0.107746409 0.150440123 #> 53 -0.120728911 -0.2342791562 -0.014337311 -0.239551522 -0.567310762 #> 54 1.287638756 1.0065176149 0.707714998 0.227435240 0.285827116 #> 55 1.687927930 1.1258102677 1.105102503 0.437004940 0.845734029 #> 56 -0.247783768 0.0553931365 0.452292131 0.233871801 0.025710859 #> 57 -0.585472769 -0.1072453773 0.226983078 0.110444989 0.073429890 #> 58 -0.009029154 0.1528298517 -0.362594086 -0.450504382 -0.774076916 #> 59 -0.212960311 0.0341525580 -0.302782708 -0.033185730 -0.417935186 #> 60 -0.511432588 -0.1589974903 -0.283212346 -0.093634835 -0.424310870 #> 61 -0.089770605 -0.1923656255 -0.684543828 -0.413331138 -0.665395832 #> 62 0.977642803 0.7028618093 1.256904124 0.700573999 1.562655786 #> 63 1.209621875 0.5056323655 0.379707620 0.193392289 -0.223172585 #> 64 -0.149370660 -0.4244268677 -0.085757075 0.035537565 0.762192385 #> 65 0.683260102 0.2511601274 0.258421482 -0.044550298 0.190047419 #> 66 -0.009029154 0.0604087163 -0.008318850 0.015942183 0.384082287 #> 67 -0.179824412 0.1358028094 0.550182788 0.585663074 1.376020858 #> 68 -0.212960311 -0.2318434082 -0.267627922 -0.117734244 -0.572945429 #> 69 0.817817987 0.4974328697 0.508468200 0.296164952 0.671442432 #> 70 -0.511432588 -0.3380778572 -0.436705738 -0.235181055 -0.422264169 #> 71 -0.511432588 -0.4450308728 -0.615720118 -0.394141766 -1.425295986 #> 72 0.618088895 0.5000233804 0.232638587 0.151549548 0.248322653 #> 73 -0.179824412 -0.3600245525 -0.447575035 -0.367270536 -0.314333234 #> 74 -0.212960311 -0.0648113830 -0.016298677 0.040195927 0.413417671 #> 75 -0.149370660 -0.4993491721 -0.507201197 -0.291922368 -0.377208278 #> 76 0.556129621 0.1569799800 0.065116197 0.345137405 0.481679765 #> 77 -0.511432588 -0.2730944929 -0.243278568 -0.153464099 0.242921558 #> 78 -0.179824412 -0.0789396921 0.025824218 0.068091561 0.240819429 #> 79 -0.247783768 0.0851703181 -0.106403330 -0.008765878 0.563884712 #> 80 -0.179824412 0.1763889090 0.518031257 0.230115970 0.289666518 #> comp 6 #> 1 -0.0547984185 #> 2 0.0375867535 #> 3 -0.3439480546 #> 4 0.0005026232 #> 5 -0.4875276094 #> 6 0.5227708782 #> 7 -0.0486918112 #> 8 0.3828856547 #> 9 0.0210184448 #> 10 0.0554419426 #> 11 0.5441272293 #> 12 -0.0282281957 #> 13 -0.0063981385 #> 14 0.0345392863 #> 15 -0.2363852866 #> 16 0.1177826431 #> 17 0.0745771329 #> 18 0.3261759094 #> 19 0.2268885757 #> 20 -0.0673481799 #> 21 -0.0620389295 #> 22 0.0810901901 #> 23 -0.3291239603 #> 24 -0.3788440430 #> 25 0.0891109418 #> 26 0.2595751569 #> 27 -0.3757272256 #> 28 -0.2044908833 #> 29 -0.2004862522 #> 30 0.2769776849 #> 31 0.4542177099 #> 32 0.2202729416 #> 33 0.0484500770 #> 34 -0.3192639983 #> 35 0.5050389645 #> 36 -0.5211108671 #> 37 0.3323642524 #> 38 -0.3257014486 #> 39 0.2814836721 #> 40 0.4187443928 #> 41 -0.0021862780 #> 42 -0.3023594536 #> 43 -0.2600285038 #> 44 -0.1836424615 #> 45 0.1497533451 #> 46 -0.1647651011 #> 47 -0.2638874887 #> 48 0.3050424660 #> 49 -0.3357766714 #> 50 -0.0242755377 #> 51 -0.2602888308 #> 52 0.1444319483 #> 53 -0.1890929816 #> 54 0.1297464919 #> 55 0.4601434770 #> 56 -0.0076785813 #> 57 -0.0512780890 #> 58 -0.4021541781 #> 59 -0.0955240134 #> 60 -0.3550677001 #> 61 -0.4546743020 #> 62 0.5985318533 #> 63 -0.1997123287 #> 64 0.4538117245 #> 65 0.0237189376 #> 66 0.0729628313 #> 67 0.6090786353 #> 68 -0.3358446034 #> 69 0.1865476864 #> 70 -0.2519643569 #> 71 -0.6231525163 #> 72 0.0893891185 #> 73 -0.3157222199 #> 74 0.1640427881 #> 75 -0.2642861895 #> 76 0.2967742914 #> 77 -0.0629770088 #> 78 0.0456408463 #> 79 0.1043493974 #> 80 0.2508638018 #> #> #> $loadings #> $loadings$X #> comp 1 comp 2 comp 3 comp 4 comp 5 #> X1 -0.1243330776 -0.2442938393 0.0559961270 0.061129454 -0.159274706 #> X2 0.0090968080 -0.0642781325 0.0790823223 -0.295440546 0.011942559 #> X3 0.0976096235 -0.0607887908 -0.0009642465 -0.086051539 -0.052460592 #> X4 -0.0005520149 -0.0143674293 -0.0193995908 -0.109158549 0.020629271 #> X5 0.1038980161 -0.1807622767 -0.1925287888 0.066747543 -0.120171369 #> X6 -0.0755359294 0.0076312840 -0.1713595077 -0.038529311 0.054594778 #> X7 0.2232606559 0.0127419555 -0.0991396028 0.123266917 0.148014285 #> X8 -0.0271488269 -0.1045018209 0.1355621255 -0.167315270 -0.029256145 #> X9 0.1421248757 0.1961630067 0.0507982688 0.296973625 0.112273835 #> X10 -0.1546266812 0.1427405501 0.0184787538 0.239769667 0.064529514 #> X11 0.0334145879 -0.1917262692 0.0524780383 -0.015386404 0.118322306 #> X12 -0.1358070267 0.0745674551 -0.1937109815 -0.089245898 0.100885587 #> X13 0.0120996439 -0.1320350038 0.2382965494 0.064525735 -0.060381275 #> X14 0.0763363945 -0.1298042073 -0.0194169967 0.068609550 -0.033439126 #> X15 -0.1337998874 -0.0585320873 0.1243583487 0.113030617 0.038152896 #> X16 0.0270640000 0.0653105950 0.0776983995 -0.047098855 0.176334984 #> X17 -0.1590708264 0.1082105324 -0.1310536801 -0.055711138 0.069735100 #> X18 -0.0562088362 -0.0082101764 0.1083795485 -0.034485433 -0.235075768 #> X19 -0.0293400613 -0.0898037066 0.0878691424 0.176646065 0.069595286 #> X20 0.0338971826 -0.0317673483 0.0779451348 -0.137295595 -0.051688804 #> X21 0.0371665246 0.0274676934 -0.2744224437 -0.115302184 -0.131413189 #> X22 -0.2240150797 0.0122204867 -0.0151629338 0.142119762 0.026277036 #> X23 -0.1290960523 0.1913039443 -0.0698820978 -0.019552756 0.019731000 #> X24 0.1016661148 -0.0803169449 -0.0463079675 -0.050130813 -0.042458459 #> X25 0.0930870105 -0.1303663957 -0.0752414030 -0.026545745 -0.180851763 #> X26 -0.0759286710 0.1857919448 0.1038413578 -0.179848273 -0.153296540 #> X27 0.1709973718 0.1287783635 0.2393470907 0.121657619 -0.026045539 #> X28 -0.1340801828 -0.0016784305 0.2390776065 -0.149288390 -0.028473984 #> X29 -0.0550000811 0.0658770452 -0.0821557031 -0.087224324 0.199655398 #> X30 0.1541262272 -0.0009556531 0.0384077672 0.178019766 0.115011417 #> X31 -0.0450313359 -0.0259039317 -0.0201242302 -0.012796578 0.084984321 #> X32 0.1697070596 0.2052666409 -0.0501750045 0.071674978 -0.061851445 #> X33 -0.1361274343 0.1722697189 0.0327771893 -0.069053778 -0.131025791 #> X34 0.0653119147 0.0108613511 0.1511412282 0.116112604 -0.073184770 #> X35 0.1030344467 -0.1920332595 -0.0399814304 0.066126479 -0.108035721 #> X36 -0.1429477301 0.1331301546 0.1636081160 0.182515043 -0.045465613 #> X37 -0.0463300715 0.0064918670 0.0493836806 -0.207610676 -0.234444632 #> X38 -0.0909860303 0.1592468333 0.0206423604 -0.128181776 0.090053137 #> X39 0.0119786683 -0.0743451682 -0.2648895312 0.115840795 -0.089304645 #> X40 0.0364897249 -0.1011625581 -0.1110785021 -0.173724243 0.071240037 #> X41 -0.0015143158 -0.0390940244 0.0546351789 -0.030250319 0.064364221 #> X42 -0.0820803774 -0.0825249801 0.1555544210 -0.013071751 0.091140679 #> X43 0.1905534468 -0.1520056557 0.0842547204 -0.143460559 0.052603188 #> X44 0.0271282958 -0.0981701857 0.1713020924 -0.142099555 -0.161536626 #> X45 0.1684699953 0.3067212190 0.0966473962 -0.076779977 -0.005787921 #> X46 0.2612831504 0.2031894780 0.1754588950 -0.091780131 0.010236111 #> X47 -0.1359959617 -0.0387628416 0.1911934888 0.100998122 -0.060799655 #> X48 -0.2132802375 -0.0402188283 0.1508829795 0.060091938 0.069176665 #> X49 -0.0078995394 0.2469762468 -0.0036046861 -0.207355840 -0.014922828 #> X50 -0.0805152141 0.1394084399 -0.1485943507 0.080126665 -0.190852613 #> X51 -0.1377871591 0.0510101721 -0.0588118788 0.071227990 0.001268217 #> X52 0.0632481536 0.1030842068 -0.1504497077 -0.103782927 0.031148631 #> X53 0.0741253404 -0.0580218528 0.2139951411 0.027835586 0.219593319 #> X54 0.3171296637 0.1083398538 0.0888181431 0.125798252 -0.017456403 #> X55 0.0433073071 -0.2665347509 -0.0161205394 -0.085662781 0.172464821 #> X56 0.1804990087 0.0259613328 0.1153675172 -0.150134330 0.116886211 #> X57 -0.0296797883 0.0212076511 -0.0442126651 -0.072886473 0.141751782 #> X58 -0.1794541575 -0.0866292718 0.0052141832 0.171051128 0.230012832 #> X59 0.0014091417 -0.0307288982 -0.0134534365 0.073789897 -0.035755694 #> X60 0.1302897738 0.0577232918 0.0284847046 0.002841944 0.139823439 #> X61 -0.0273363666 -0.0057539383 -0.0153889044 0.028734268 -0.291062658 #> X62 0.0761300526 0.1754409451 -0.0427597949 -0.004432316 0.009241644 #> X63 0.0736439262 -0.0556108261 0.0087794849 -0.146963860 0.180415219 #> X64 0.1149339761 -0.1471101181 -0.0316478141 -0.035916958 0.132249626 #> X65 0.1370445646 -0.0475806639 -0.1944689854 0.178182720 -0.045353416 #> X66 -0.1176783419 -0.0465516680 -0.0138509857 -0.106616865 0.237542023 #> X67 -0.1355128032 0.0863044015 -0.1040685656 -0.093286662 0.252067226 #> X68 -0.1575597647 0.0037285869 0.1878501685 0.030563878 -0.026030749 #> comp 6 #> X1 -0.063548589 #> X2 0.089225223 #> X3 -0.078360169 #> X4 -0.037418138 #> X5 -0.037523851 #> X6 0.190187790 #> X7 0.001051341 #> X8 0.022867103 #> X9 0.020627906 #> X10 -0.074079375 #> X11 -0.114174927 #> X12 0.072347766 #> X13 -0.207053203 #> X14 0.162777925 #> X15 0.158244673 #> X16 -0.157391301 #> X17 0.013591552 #> X18 0.032200304 #> X19 0.105233483 #> X20 -0.165452491 #> X21 -0.032404601 #> X22 0.023890382 #> X23 0.020189825 #> X24 -0.167004310 #> X25 -0.160949289 #> X26 -0.038545123 #> X27 0.028625240 #> X28 -0.040294981 #> X29 -0.175301729 #> X30 0.062296747 #> X31 -0.222108097 #> X32 0.039329107 #> X33 0.140936951 #> X34 0.084608189 #> X35 -0.194188620 #> X36 -0.066715355 #> X37 0.099194256 #> X38 0.079419511 #> X39 0.010435861 #> X40 0.151605191 #> X41 -0.189716859 #> X42 -0.162416420 #> X43 0.118137334 #> X44 -0.080680469 #> X45 0.025530238 #> X46 0.096950670 #> X47 -0.106981876 #> X48 -0.077923897 #> X49 -0.037818906 #> X50 -0.075283818 #> X51 -0.265781283 #> X52 -0.272686013 #> X53 -0.077718271 #> X54 -0.110667105 #> X55 0.228684623 #> X56 0.009128764 #> X57 -0.142120575 #> X58 0.061026580 #> X59 -0.098522758 #> X60 -0.097766297 #> X61 -0.214698492 #> X62 -0.107778035 #> X63 -0.099193931 #> X64 0.029654515 #> X65 -0.008279149 #> X66 -0.142200490 #> X67 -0.101541035 #> X68 0.173985177 #> #> $loadings$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6 #> Y 1.628618 1.807529 1.324851 1.956047 0.868788 1.688759 #> #> #> $names #> $names$X #> [1] "X1" "X2" "X3" "X4" "X5" "X6" "X7" "X8" "X9" "X10" "X11" "X12" #> [13] "X13" "X14" "X15" "X16" "X17" "X18" "X19" "X20" "X21" "X22" "X23" "X24" #> [25] "X25" "X26" "X27" "X28" "X29" "X30" "X31" "X32" "X33" "X34" "X35" "X36" #> [37] "X37" "X38" "X39" "X40" "X41" "X42" "X43" "X44" "X45" "X46" "X47" "X48" #> [49] "X49" "X50" "X51" "X52" "X53" "X54" "X55" "X56" "X57" "X58" "X59" "X60" #> [61] "X61" "X62" "X63" "X64" "X65" "X66" "X67" "X68" #> #> $names$Y #> [1] "Y" #> #> $names$indiv #> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15" #> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30" #> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45" #> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60" #> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75" #> [76] "76" "77" "78" "79" "80" #> #> #> attr(,"class") #> [1] "pls" #> #> $XplanScal #> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 #> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253 #> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 #> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888 #> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197 #> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325 #> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283 #> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973 #> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag #> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421 #> Siege T N M STADE #> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003 #> #> $XplanCent #> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346 #> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500 #> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138 #> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750 #> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790 #> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500 #> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275 #> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750 #> D10S192 sexe Agediag Siege T N M STADE #> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250 #> #> $CoeffCFull #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 4.176906 5.161013 4.944046 5.066173 5.015312 3.728372 #> [2,] NA 6.355571 6.748275 6.475995 6.304447 10.268566 #> [3,] NA NA 2.922938 5.242806 5.211587 6.786792 #> [4,] NA NA NA 8.539513 9.714931 14.988062 #> [5,] NA NA NA NA 2.967054 6.223951 #> [6,] NA NA NA NA NA 12.488381 #> #> $kernDKsplsDR_mod #> Gaussian Radial Basis kernel function. #> Hyperparameter : sigma = 0.0125717279288816 #>
(cox_DKsplsDR_fit=coxDKsplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6, validation="CV",allres=TRUE,eta=.5))
#> Warning: non-list contrasts argument ignored
#> Kernel : rbfdot #> Estimated_sigma 0.01249951
#> $tt_DKsplsDR #> dim.1 dim.2 dim.3 dim.4 dim.5 #> 1 -0.121385071 -0.473128832 -0.145754292 0.103061459 -0.232986450 #> 2 0.098685359 -0.099105818 0.279638084 -0.314045771 -0.231616169 #> 3 0.296456153 -0.006604447 0.081858563 -0.023180701 -0.045695879 #> 4 0.051369216 0.010068457 0.020073740 -0.142411742 -0.052591295 #> 5 0.409958718 -0.073669489 -0.372337159 0.047784666 -0.163734943 #> 6 -0.156471698 0.087657828 -0.290844741 -0.220497812 -0.245752291 #> 7 -0.224105429 0.134038620 -0.114548631 0.098315437 -0.090300836 #> 8 0.534711748 0.168617506 -0.253223583 0.032341710 0.189552509 #> 9 0.014908844 -0.238483032 0.268615126 -0.131782298 -0.147804331 #> 10 0.058345045 -0.009231962 0.129031717 -0.084344427 -0.219879237 #> 11 0.156250176 0.242575909 -0.159831033 0.323672146 0.237515976 #> 12 -0.449694628 0.087582648 -0.170719297 0.271816750 0.258089510 #> 13 0.226490929 -0.306768210 -0.050872503 -0.085634126 0.217081423 #> 14 -0.328581329 0.199759346 -0.226909011 -0.256301230 -0.038605745 #> 15 0.112909396 -0.367862572 0.209646372 0.230916153 0.157288117 #> 16 0.278429218 -0.158007656 -0.179060436 0.030512424 -0.234258547 #> 17 -0.323561652 -0.018226298 0.027323668 -0.048544427 0.101450259 #> 18 -0.267143561 -0.266515626 -0.019201632 0.106478841 -0.072814628 #> 19 0.014438199 0.051733982 0.132773151 -0.083993101 0.334040200 #> 20 -0.420338351 0.183986344 -0.151835627 -0.150958572 0.011989618 #> 21 -0.118780143 -0.103903187 0.163084190 0.149365899 -0.361853409 #> 22 -0.006430677 -0.248337294 -0.135641892 0.155218565 0.055794806 #> 23 0.117731509 -0.055002109 0.220837613 -0.053238296 0.038979183 #> 24 0.136978449 0.286810020 -0.271042936 -0.158732094 -0.300439501 #> 25 -0.513517510 -0.103106664 -0.223396301 0.103992999 0.009837532 #> 26 -0.412720044 0.265456282 -0.065662489 -0.054151696 -0.079161638 #> 27 0.327147300 -0.029346968 -0.065322653 -0.037585223 0.028672466 #> 28 0.356837442 -0.093158727 -0.151915621 0.021816952 -0.228335626 #> 29 -0.295946745 0.196907138 0.354853362 -0.016712217 -0.244886175 #> 30 -0.296366966 0.155305397 -0.105848645 -0.009157951 -0.225381715 #> 31 0.282119783 0.078333480 0.312156069 0.314847625 0.049327771 #> 32 -0.266025950 -0.096188896 -0.073523476 0.027169810 -0.079133113 #> 33 -0.329274209 -0.204377006 0.410393407 -0.038208516 -0.053917377 #> 34 -0.140603199 0.155409293 -0.049212502 -0.187471018 0.379538035 #> 35 0.333107379 -0.007554175 -0.186547630 0.126877010 0.076024146 #> 36 -0.056119620 -0.020404339 -0.030737257 -0.023025481 0.301932040 #> 37 0.259620814 0.403189083 -0.035613914 0.148024176 -0.128627030 #> 38 -0.238897042 0.131656510 0.045310738 0.157530536 -0.082076589 #> 39 -0.431413804 0.171429949 0.139084488 0.013336276 -0.353443164 #> 40 0.136808318 -0.080083871 0.098905423 0.225207599 -0.159720376 #> 41 -0.096168892 0.045542207 0.157460235 0.018939033 -0.208004904 #> 42 0.405099323 -0.219766108 -0.204187227 0.098280312 -0.021669437 #> 43 -0.416448081 -0.006089506 0.087229741 0.355798261 0.135086186 #> 44 -0.096596555 -0.004974832 0.226297914 -0.089204518 -0.550654239 #> 45 -0.311480305 0.192737630 0.150658176 -0.152803917 -0.010179136 #> 46 0.122274140 0.075311915 -0.523404957 0.026642193 -0.213567195 #> 47 0.022001951 -0.046342342 -0.041259325 -0.115672003 -0.205489847 #> 48 0.214059542 -0.045686627 -0.132841356 -0.346967449 -0.249448619 #> 49 0.319776380 -0.046954627 -0.128351846 0.082521014 -0.118908571 #> 50 0.027839261 -0.094268055 0.048578152 -0.022544744 0.219421966 #> 51 -0.126850983 -0.265191444 0.148374424 0.022849524 0.268246079 #> 52 0.566950999 -0.175632096 0.164114291 -0.174094432 -0.131231388 #> 53 0.139276953 -0.223619815 0.339073164 0.013323163 -0.198672685 #> 54 0.169791285 0.486988164 0.372176280 0.100891977 0.033988566 #> 55 0.437455145 0.315043248 0.459925190 0.061536564 -0.049114364 #> 56 -0.308885742 -0.276084448 0.106143911 0.221851847 0.040840846 #> 57 -0.465939545 -0.273599774 0.063305825 0.077231179 0.172889938 #> 58 -0.178947111 0.418082647 0.303318276 -0.105621621 0.008247435 #> 59 -0.250883625 0.256142983 -0.253887940 0.152409848 -0.231402935 #> 60 -0.334430574 0.048551123 -0.145093914 0.094493140 0.266649285 #> 61 0.123834743 0.309317063 -0.073679769 -0.117393099 0.218927187 #> 62 0.197384110 -0.218443639 0.222195788 0.006276056 0.398485899 #> 63 0.648128162 0.226826512 0.093502095 0.291670522 0.165718288 #> 64 0.321595035 -0.360949283 -0.137843474 -0.303056972 -0.121967702 #> 65 0.403949279 0.061436150 0.324374738 -0.128518252 0.143454115 #> 66 -0.075956027 0.066440102 -0.031272400 -0.154141056 0.242133302 #> 67 -0.330072789 -0.267527642 -0.315375279 -0.026923096 0.190785035 #> 68 0.044439306 -0.035587716 -0.093875421 0.136618276 0.080620889 #> 69 0.265434144 0.124511960 0.071488458 -0.002149671 0.308454945 #> 70 -0.136092260 -0.018032793 -0.089726292 -0.048082154 0.067315221 #> 71 -0.017420815 0.006493805 -0.033585423 0.239578897 -0.212124377 #> 72 0.063048655 0.329164108 0.008897887 0.041419519 0.075291669 #> 73 0.219644092 -0.031753549 0.095141454 -0.227359322 0.298667764 #> 74 -0.141028662 -0.052839490 -0.075465488 -0.143643099 0.093908216 #> 75 0.404655784 -0.127396604 -0.076096060 -0.124694366 0.135805381 #> 76 0.381833804 0.109846283 -0.444045731 0.130554612 -0.094953029 #> 77 -0.207911235 -0.094737055 -0.016244362 -0.261178353 0.364527261 #> 78 -0.092096715 -0.098011054 -0.074831347 -0.039280983 0.151716953 #> 79 -0.341722012 0.163134118 -0.092624747 -0.258845397 0.360402526 #> 80 -0.375466530 -0.203532133 0.177453911 0.100978235 -0.198294056 #> dim.6 #> 1 -0.144224020 #> 2 0.048120627 #> 3 -0.123512059 #> 4 -0.150235260 #> 5 -0.056487959 #> 6 0.151639159 #> 7 -0.127061663 #> 8 0.104987338 #> 9 -0.042441068 #> 10 -0.117699971 #> 11 0.212957445 #> 12 0.071041212 #> 13 0.008798555 #> 14 0.158996633 #> 15 -0.165049016 #> 16 0.259448769 #> 17 0.135687006 #> 18 0.214177252 #> 19 -0.143600148 #> 20 0.092204572 #> 21 -0.026330847 #> 22 0.340636130 #> 23 -0.213361023 #> 24 -0.124653918 #> 25 0.129064277 #> 26 -0.073295123 #> 27 -0.155283340 #> 28 -0.342094773 #> 29 -0.085933171 #> 30 -0.070838539 #> 31 0.132788195 #> 32 0.011022251 #> 33 -0.006657135 #> 34 0.012274010 #> 35 0.183645978 #> 36 -0.203062726 #> 37 0.043982090 #> 38 0.013538617 #> 39 0.110051989 #> 40 0.116915864 #> 41 -0.039412414 #> 42 -0.260557762 #> 43 0.098772177 #> 44 -0.058337516 #> 45 0.156998033 #> 46 -0.053376073 #> 47 -0.047467113 #> 48 0.067641330 #> 49 0.066692844 #> 50 -0.187746825 #> 51 -0.128734237 #> 52 0.184443538 #> 53 -0.181215335 #> 54 0.087781714 #> 55 0.130339640 #> 56 -0.119085413 #> 57 0.019466659 #> 58 0.095171524 #> 59 -0.180519087 #> 60 -0.211500945 #> 61 -0.303797601 #> 62 -0.034740001 #> 63 0.120388833 #> 64 0.244994986 #> 65 0.086058135 #> 66 -0.158947672 #> 67 0.053231718 #> 68 0.044776777 #> 69 -0.014765500 #> 70 0.135511587 #> 71 -0.262785353 #> 72 -0.099423695 #> 73 0.078804521 #> 74 -0.020744529 #> 75 0.233641354 #> 76 -0.033602840 #> 77 -0.055619747 #> 78 0.076152044 #> 79 0.023732313 #> 80 0.267623726 #> #> $cox_DKsplsDR #> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 3.707e+00 4.073e+01 1.264e+00 2.933 0.00335 #> dim.2 1.019e+01 2.669e+04 3.412e+00 2.987 0.00282 #> dim.3 6.723e+00 8.317e+02 2.668e+00 2.520 0.01173 #> dim.4 1.492e+01 3.019e+06 4.958e+00 3.009 0.00262 #> dim.5 6.201e+00 4.932e+02 2.784e+00 2.228 0.02591 #> dim.6 1.249e+01 2.668e+05 4.975e+00 2.511 0.01202 #> #> Likelihood ratio test=70.26 on 6 df, p=3.612e-13 #> n= 80, number of events= 17 #> #> $DKsplsDR_mod #> $x #> 1 2 3 4 5 #> 1 0.6319808271 -0.0468895392 0.026432882 -0.065528291 0.125596242 #> 2 -0.0441634531 0.6292547409 0.097144705 0.075576080 -0.076236750 #> 3 0.0659026160 0.1338883528 0.592511093 0.019313196 0.090347968 #> 4 -0.0525368631 0.0858414215 -0.007165111 0.618989399 -0.018389992 #> 5 0.1556354142 -0.0489236644 0.080917406 -0.001342248 0.601941655 #> 6 -0.1064926735 -0.1117065224 -0.115118635 -0.075669541 0.004599051 #> 7 0.0271328541 -0.0790221348 -0.071772983 0.036328523 -0.035733147 #> 8 -0.0742683270 -0.0754247144 0.089910848 0.005771979 0.060564400 #> 9 0.1372286219 0.0970028449 0.049766413 -0.014297631 -0.060595071 #> 10 0.0273459634 0.1953370541 -0.003545919 -0.015302661 -0.030347091 #> 11 -0.0214268797 -0.1834919048 -0.130987316 -0.091638809 -0.004465239 #> 12 -0.0430872549 -0.1193010705 -0.038243445 -0.019505877 -0.035560314 #> 13 -0.0758871492 0.0016510091 -0.035671232 -0.091555920 -0.044400051 #> 14 -0.0806253918 -0.0093805587 -0.009400559 -0.061480100 -0.011777593 #> 15 0.1353484444 -0.0071892947 0.021623230 -0.006898053 -0.053030687 #> 16 0.0710929988 -0.0181347414 -0.044541145 -0.069694667 0.205701141 #> 17 -0.1011538284 -0.0226883229 -0.108648102 -0.074462777 -0.101145380 #> 18 0.1838703555 -0.0180696541 -0.032436591 -0.013381911 0.020365035 #> 19 -0.0424204422 -0.0100925414 0.033057147 0.052333325 -0.012968586 #> 20 0.0087029304 -0.0727692086 -0.052024738 -0.066220882 -0.078032758 #> 21 0.1041520477 0.0990872915 0.024339997 0.016674279 0.036214693 #> 22 0.0093877335 -0.0412511677 0.006611718 -0.142897915 0.064658383 #> 23 -0.0700158059 0.0749481147 0.079232798 0.010570684 -0.077173373 #> 24 -0.0139588371 -0.0581417647 0.026503980 0.021639867 0.040827087 #> 25 -0.0231204481 -0.1236464885 -0.009783444 -0.119835949 -0.041561592 #> 26 -0.0395303980 -0.1003510251 -0.059631887 0.025303705 -0.096904435 #> 27 -0.1431403735 -0.0972523961 -0.088401563 -0.078265792 -0.051897676 #> 28 -0.0326655612 -0.1238561769 0.069321347 -0.077896057 -0.017508095 #> 29 -0.0656356419 0.0224292246 -0.025148515 -0.080842504 -0.132397018 #> 30 -0.0905841409 -0.0471014711 -0.122410567 -0.026401797 -0.036685030 #> 31 0.0407870418 0.0609992210 0.132577993 -0.076611703 0.052682562 #> 32 -0.0880245433 0.0682289338 -0.079637224 0.061262863 -0.085402414 #> 33 -0.0050381717 0.1275764708 -0.037148486 -0.025937976 -0.144753605 #> 34 -0.0690472080 -0.0777098269 -0.080463119 -0.019103657 -0.095797035 #> 35 -0.0086049022 -0.1417369154 -0.111700903 -0.089376679 0.037694414 #> 36 0.0062152567 -0.0278169418 0.038979277 -0.021586196 0.008384142 #> 37 -0.0289165129 -0.0958364503 0.018427365 -0.044034414 0.116444826 #> 38 -0.0363147122 -0.0948329911 -0.068603532 -0.066656059 -0.109103953 #> 39 -0.0258203508 -0.0237318404 -0.107890515 -0.121543145 -0.081272194 #> 40 0.0380201457 -0.0060570990 0.083744510 -0.030084102 0.065668630 #> 41 -0.0993390231 0.0584809366 -0.064969690 0.137683086 -0.105374401 #> 42 0.0700126359 -0.1241033443 0.002497697 -0.028585070 0.070049651 #> 43 -0.0211281994 -0.0284217958 -0.053753241 0.017346911 -0.013187317 #> 44 -0.0004937222 0.0701719596 -0.002830454 -0.063674760 -0.096611007 #> 45 -0.0604248349 -0.0286170612 -0.069131439 -0.050278500 -0.151509447 #> 46 -0.0558843486 -0.1555877527 -0.042574966 -0.034712829 0.206647092 #> 47 0.0936009016 0.0629061722 0.091555835 0.018534625 0.069321238 #> 48 -0.0997961003 0.0332786194 -0.087978841 0.127940196 -0.049034949 #> 49 0.0650585845 -0.0637527076 -0.062547705 -0.084357824 0.183782175 #> 50 0.0366436888 -0.0007464779 -0.069915738 0.065571320 -0.034134002 #> 51 0.0451426375 0.0653956474 -0.046871985 0.189165024 -0.034751653 #> 52 -0.0490627519 0.1518457317 0.084963995 -0.067672074 0.005800936 #> 53 0.1177160372 0.0375154134 -0.004098829 -0.062601049 -0.081183176 #> 54 -0.0900261072 0.1016331758 0.001235433 0.096635763 0.032643182 #> 55 -0.0239027665 0.1477909120 0.103120231 0.072013357 0.057253608 #> 56 0.1650300010 -0.0375606078 -0.030208499 0.106910739 -0.060379015 #> 57 0.1433223491 0.0168379879 -0.051904690 -0.003085710 -0.042444543 #> 58 -0.0957623674 0.1053859218 -0.109156156 0.004149554 -0.073785537 #> 59 0.0113009416 -0.1385367175 -0.087268234 -0.020535389 -0.008481065 #> 60 -0.0639422193 -0.1095539482 -0.032447959 -0.012671600 -0.020345665 #> 61 -0.1205091364 -0.0673792317 0.014867304 0.026731941 -0.051462269 #> 62 -0.0043445508 0.0807737521 0.008204555 0.061808287 -0.013925176 #> 63 -0.0879340137 -0.1039639668 0.056798518 -0.006827782 0.010867508 #> 64 0.0588344139 0.1446945103 0.076343844 -0.005816139 0.138486145 #> 65 0.0344769812 0.1449480685 0.063299504 0.119885909 -0.037380530 #> 66 -0.0068272537 -0.0063956366 0.185875492 0.009420890 -0.045088473 #> 67 0.0093383120 -0.0467948016 0.075760535 0.048629798 -0.053036782 #> 68 0.0866488490 -0.0694952434 0.001293807 -0.058559760 0.067391099 #> 69 0.0907623355 0.0654359015 0.113861041 0.038450347 0.171488402 #> 70 -0.0476448858 -0.0733379391 -0.075488483 0.009179543 -0.088413967 #> 71 -0.0157577483 -0.0217700842 -0.052940216 0.106395806 0.037029994 #> 72 -0.0607986927 -0.1308190384 -0.012461500 -0.087845577 -0.029283330 #> 73 -0.0761643523 0.0214319931 -0.039471973 -0.032155642 -0.062840514 #> 74 -0.0321382095 0.1129443202 0.052727363 0.157777228 0.001234570 #> 75 0.0159155067 0.0736969407 0.053834425 -0.022311073 0.064848342 #> 76 -0.0004326578 -0.1402689919 -0.055069130 -0.046406239 0.317100550 #> 77 -0.1046449866 0.0372550986 -0.012188778 0.091871507 -0.102965753 #> 78 -0.0206076511 0.0380364365 0.126114262 -0.028581922 -0.001131881 #> 79 -0.1028425521 0.0024015016 -0.039367968 0.018066135 -0.101145794 #> 80 0.0362815756 0.0604060934 -0.040434546 -0.063199613 -0.074599396 #> 6 7 8 9 10 #> 1 -0.111881000 0.023328670 -0.082810757 0.105524493 0.0525583813 #> 2 -0.114368763 -0.080100233 -0.081241059 0.068024802 0.2232755582 #> 3 -0.081037228 -0.036107433 0.120838152 0.057532019 0.0611362331 #> 4 -0.068066439 0.045515767 0.010220977 -0.033010332 0.0229011852 #> 5 0.029249896 -0.009498159 0.082061141 -0.062260027 0.0249044991 #> 6 0.626592501 -0.040441863 -0.004766491 -0.062052864 -0.0703140005 #> 7 -0.042026006 0.628176643 -0.006974117 -0.011249844 -0.0415204994 #> 8 -0.001612387 -0.002235870 0.623438397 -0.094984214 -0.0655306060 #> 9 -0.035737062 0.016650101 -0.071822516 0.600276698 -0.0304595405 #> 10 -0.100914745 -0.070537101 -0.099285454 -0.087376087 0.6571932451 #> 11 0.026316534 0.107949290 0.094812256 -0.080864259 -0.1039211793 #> 12 0.063383616 0.079951816 -0.042373256 -0.121972656 -0.0947116311 #> 13 -0.021665896 -0.161676510 0.006716580 -0.020969447 -0.0100975049 #> 14 0.138774777 0.023665251 -0.020509664 -0.069284967 -0.0734511666 #> 15 -0.119891312 -0.038229661 -0.002548032 0.191970272 -0.0197060715 #> 16 0.024741145 -0.104054910 0.021749337 0.005492084 -0.0635269050 #> 17 0.018159515 -0.064999044 -0.109037423 -0.013377746 -0.1005773084 #> 18 0.037309400 -0.022582617 -0.028605082 0.071429823 -0.0353678754 #> 19 -0.059605405 -0.010236877 -0.023711638 0.156643511 -0.0650845691 #> 20 0.021216163 0.179760485 -0.016135372 0.052910892 -0.0851936328 #> 21 -0.054742691 0.060263777 -0.108078264 -0.032683317 0.1860068425 #> 22 0.038668600 -0.034411377 0.007714768 -0.013788714 -0.0787512627 #> 23 -0.058461323 -0.043889147 -0.015767082 -0.033397018 0.0692996489 #> 24 -0.013522078 0.045984342 0.056000224 -0.073551437 -0.0551733126 #> 25 0.151333165 0.122362436 -0.013374462 -0.031333776 -0.1072151240 #> 26 0.079595051 0.103302260 -0.070021060 -0.071566060 -0.0310473088 #> 27 0.048021271 -0.116027467 -0.002726319 -0.074781721 -0.0775575004 #> 28 -0.060866773 -0.057070453 0.080404696 -0.002114800 -0.1269667575 #> 29 0.062510974 -0.062052652 -0.156255463 0.084922004 -0.0518226635 #> 30 0.024900800 0.075884102 -0.130741378 -0.131544937 0.0157159680 #> 31 -0.046146206 -0.028518053 -0.043523984 -0.014247200 -0.0124830217 #> 32 -0.093041649 0.013344564 -0.087750682 -0.173642777 0.0964278272 #> 33 0.002824666 -0.109755825 -0.143738559 0.121175912 0.0645712017 #> 34 -0.045954990 -0.068190419 0.028398321 -0.051299819 -0.1206434597 #> 35 0.025300030 -0.150289934 0.013765952 -0.150641957 -0.0445657929 #> 36 -0.044867571 -0.033623082 0.034689790 -0.059054653 0.0384286363 #> 37 0.005046693 0.003855305 0.003675542 -0.025477793 -0.0606871374 #> 38 0.102654349 -0.037984570 -0.088630528 -0.031071839 -0.0771973015 #> 39 0.148068274 0.079054754 -0.160753457 0.021438759 -0.0165555777 #> 40 0.001980849 -0.036654965 0.004817669 0.074335295 -0.0770148172 #> 41 0.020651819 0.028665235 -0.047121108 0.030792355 -0.0616619372 #> 42 -0.061075962 -0.028844284 0.187151590 -0.058812819 -0.0077938151 #> 43 -0.028771238 0.010555626 -0.086787571 -0.128497540 0.0511985492 #> 44 0.082996774 -0.053565637 -0.124298321 0.069903541 0.0323259175 #> 45 0.031703027 0.050861532 -0.040410785 0.180629507 -0.1082383139 #> 46 0.169095582 -0.009362849 0.129023372 -0.173234177 -0.0456571677 #> 47 -0.024446011 0.025058510 -0.023983950 0.074909525 0.0755357756 #> 48 0.050427880 -0.049137226 0.013655510 0.004126536 0.0006967334 #> 49 0.097539678 -0.058597823 -0.023108113 -0.030141475 0.0283118415 #> 50 -0.103885013 0.036038878 -0.007236699 -0.046398518 0.0962320560 #> 51 -0.076738249 -0.033252151 -0.042734778 0.057270408 0.0820909088 #> 52 -0.049365323 -0.153275357 0.019223536 0.095856216 0.0276111490 #> 53 -0.022645581 -0.059565427 -0.060640887 0.326980033 -0.0272920908 #> 54 0.048383849 -0.043535913 0.018180147 -0.120315381 0.2484135674 #> 55 -0.043971781 -0.061008674 0.001362194 0.025917306 0.0895007968 #> 56 -0.097584163 0.056616010 -0.093782694 -0.010914306 0.0640177674 #> 57 -0.084046393 -0.003629077 -0.108365291 0.008864486 0.0100782608 #> 58 0.103461527 0.035714804 -0.078997502 -0.060940195 0.1243709420 #> 59 0.022529936 0.216334892 0.020917462 -0.150384753 0.0078317199 #> 60 0.083829041 0.099348297 -0.027986469 -0.114605316 -0.0343288946 #> 61 -0.059267632 0.091217790 0.090753820 -0.063235680 -0.0401087778 #> 62 -0.065338891 -0.068695659 -0.030223238 0.041160652 0.0981314545 #> 63 -0.076052165 -0.028269266 0.165785543 -0.021574515 -0.1412313668 #> 64 -0.019052686 -0.134715474 -0.010986908 0.048293325 -0.0094638159 #> 65 -0.053177064 -0.023342466 0.107204083 0.155391837 0.0550111622 #> 66 -0.057787128 -0.009976140 0.061503623 0.005504737 0.0667820148 #> 67 -0.096040191 0.018874771 0.011569299 -0.036865833 -0.0801230898 #> 68 -0.095186082 0.128854128 0.036919679 0.104749643 -0.0422427387 #> 69 -0.120956978 0.103164435 0.096694781 0.037516311 0.0845180650 #> 70 0.081588488 0.035315579 0.084602422 -0.008060176 -0.1315155791 #> 71 -0.053511742 0.058151912 -0.049105278 -0.127631610 0.0168443904 #> 72 -0.004263814 -0.029267306 0.071117655 0.030867080 -0.1380933858 #> 73 0.030483416 -0.102350928 -0.008070355 -0.005863343 0.0717689082 #> 74 -0.051722275 -0.035180257 -0.010548624 -0.015091103 0.0904377667 #> 75 -0.001508826 -0.067452097 0.186005803 0.092545661 -0.0431233399 #> 76 0.014894985 -0.022284901 0.094943557 -0.135908543 -0.0553592473 #> 77 0.020603001 -0.004426716 -0.010118060 -0.033735547 -0.0168023366 #> 78 -0.053969502 -0.101284984 0.025144092 -0.032688761 -0.0521474854 #> 79 -0.014513355 -0.000898956 -0.007595397 -0.060804105 -0.0410063087 #> 80 0.054450299 -0.002734172 -0.107777843 0.060348232 -0.0607957543 #> 11 12 13 14 15 #> 1 0.0039179744 -0.0752723516 -0.0800756497 -0.1111193389 1.160238e-01 #> 2 -0.1554209646 -0.1487600810 0.0001885948 -0.0371484196 -2.378783e-02 #> 3 -0.0661727271 -0.0309588070 -0.0003899980 -0.0004247717 4.176834e-02 #> 4 -0.0533025270 -0.0386995457 -0.0827529922 -0.0789826190 -1.323125e-02 #> 5 0.0509187877 -0.0377062385 -0.0185493793 -0.0122323678 -4.231614e-02 #> 6 0.0570497142 0.0365868456 -0.0204660704 0.1136691561 -1.338276e-01 #> 7 0.1370983280 0.0515709035 -0.1620608263 -0.0030245121 -5.375010e-02 #> 8 0.1286995404 -0.0660159220 0.0110705097 -0.0424611804 -1.333022e-02 #> 9 -0.0238152762 -0.1224536234 0.0065461814 -0.0680747849 2.043498e-01 #> 10 -0.1037887432 -0.1521091457 -0.0394984234 -0.1291575317 -6.424311e-02 #> 11 0.6573256812 0.0570727916 0.0034609345 -0.1227551924 -2.192032e-02 #> 12 0.1146027423 0.5997957305 0.0031232981 0.0857247432 -3.430810e-02 #> 13 0.0329942891 -0.0248732981 0.6277923266 -0.1067093795 1.470811e-01 #> 14 -0.0669163913 0.0840335936 -0.0804039329 0.6014868800 -1.614769e-01 #> 15 0.0227491582 -0.0471685754 0.1622172144 -0.1726462215 6.126562e-01 #> 16 -0.0217860615 -0.1313241472 -0.0355256567 0.0063159452 -2.309062e-02 #> 17 -0.0191690561 0.1424719024 0.1120435208 0.0410993748 -1.948185e-02 #> 18 -0.0337257661 0.0141526512 -0.0779579205 -0.0179843575 7.084591e-02 #> 19 -0.0195256011 -0.0399003899 0.0564476922 -0.0419577299 1.059083e-01 #> 20 0.0531868665 0.0347668050 -0.1244288725 0.1950949807 -7.117901e-02 #> 21 -0.0951871022 -0.1091672617 -0.1148404014 -0.0080427905 -5.283308e-02 #> 22 0.0036490344 0.0568498323 0.0667805868 0.0675065260 2.519767e-03 #> 23 -0.0873828609 -0.0397816589 0.0711449022 -0.0302378546 3.159805e-02 #> 24 0.0002165783 -0.0453500674 -0.1553071161 0.1419302773 -1.160990e-01 #> 25 -0.0209046122 0.1907338095 -0.0690917088 0.1524599487 -3.655160e-02 #> 26 0.1093947348 0.1732338702 -0.1150968922 0.0335597291 -1.147487e-01 #> 27 0.0820233218 0.0305990636 0.3158604120 -0.1156868572 1.893896e-02 #> 28 0.0034216771 -0.0471661559 0.0038076587 -0.1417684508 1.097963e-01 #> 29 -0.0554037407 0.0217573717 -0.0430875131 -0.0058741182 -9.259593e-04 #> 30 -0.0218331177 0.0674962062 -0.1247111148 0.0373771672 -1.497990e-01 #> 31 -0.0505758090 -0.0002631462 0.0004914755 0.0136718692 3.568971e-02 #> 32 -0.1051240742 0.0001065066 -0.1000775545 -0.0311711923 -1.213927e-01 #> 33 -0.1114122502 -0.0933852463 0.0812958593 -0.0448258492 4.808923e-02 #> 34 -0.0229524767 0.0410519464 0.0002054553 0.1008355677 -4.225396e-02 #> 35 -0.0153455925 -0.0996892534 0.0175583523 -0.1194376421 -7.771203e-02 #> 36 0.0065875294 0.0937675610 0.0118128035 -0.0042058753 1.177204e-02 #> 37 0.0380004730 -0.0154526034 -0.0925477140 0.0648893998 -7.126367e-02 #> 38 0.0874730971 0.1598375053 -0.0081635504 0.0197495666 -1.529523e-02 #> 39 0.0086524200 0.0457442716 -0.1035619071 0.1026971182 -1.288606e-01 #> 40 -0.0881367637 -0.0357961148 -0.0506783431 0.0533667195 1.739198e-02 #> 41 -0.0660364843 -0.0235814244 -0.0724810361 -0.0306971220 1.835853e-03 #> 42 0.0772194253 -0.0952981339 0.0656710089 -0.1716314959 1.355735e-01 #> 43 -0.0044023085 0.1290318851 -0.0015439765 0.0162176446 -3.151831e-02 #> 44 -0.1036416714 -0.0659248923 -0.0772951016 -0.0291126450 -7.404833e-02 #> 45 0.0593893195 0.0130328811 -0.0318650067 0.0240643089 5.984117e-03 #> 46 0.0878412913 0.0937711227 -0.0542482270 0.0322588041 -1.582937e-01 #> 47 0.0043630556 -0.0638930030 -0.0363154045 -0.0436916214 3.984443e-05 #> 48 0.0069867978 -0.1114769617 -0.0134050011 -0.1548841692 -3.803382e-02 #> 49 0.1336436041 -0.0174429561 0.1261561114 -0.0512459015 -6.216199e-02 #> 50 0.0464920560 -0.0241866265 0.0285810998 -0.1225449708 2.935471e-02 #> 51 -0.0163232910 -0.0366049781 0.1053567976 -0.1407711823 1.691509e-01 #> 52 -0.1065996776 -0.1992075811 0.1208982162 -0.0915507435 4.981500e-02 #> 53 -0.0647476232 -0.1001331140 0.0709835080 -0.1103857715 2.289857e-01 #> 54 -0.0311464880 -0.0304098109 -0.0429983648 0.0177911074 -1.023100e-01 #> 55 -0.1226957365 -0.1459472634 -0.0594309496 0.0290962823 -6.088814e-02 #> 56 -0.0585962435 -0.0194393079 -0.0756917028 -0.1169767963 8.086505e-02 #> 57 -0.0711739329 -0.0424523041 -0.0597636180 -0.0020537038 1.731997e-02 #> 58 -0.0151231833 0.0030525076 -0.0301980285 0.1494574562 -1.191999e-01 #> 59 0.1092106787 0.1298069559 -0.1414119627 0.0340981929 -1.172786e-01 #> 60 0.0359434071 0.2175655205 0.0249753139 0.1151514561 -1.350035e-02 #> 61 0.0640791403 0.0210864514 -0.0259308764 -0.0049867883 -3.308788e-02 #> 62 -0.0250639600 0.0151757271 0.2658016631 -0.0657864083 1.476270e-01 #> 63 0.0060440771 -0.0895984733 -0.0421011895 -0.1078852563 4.821412e-02 #> 64 -0.1008893068 -0.1058852778 0.0857347982 -0.0303830942 -2.106455e-02 #> 65 0.0063699732 -0.1416034769 -0.0061095249 -0.0758658557 7.077679e-02 #> 66 0.0015854525 0.0401180724 -0.0439918773 0.0523532759 -9.545169e-03 #> 67 -0.0451190789 0.1320208526 -0.0222572054 0.0512009086 1.644531e-02 #> 68 0.0430349817 -0.0657444613 -0.0589176603 -0.0010157129 9.362394e-02 #> 69 0.0146409415 -0.0841273642 -0.0165451137 0.0192889661 2.260434e-02 #> 70 -0.0391776564 0.0046160953 -0.0863888848 0.0622274391 9.168202e-03 #> 71 0.0303730745 0.0802534740 -0.0570575700 -0.1056388135 -5.401859e-02 #> 72 0.0218741267 -0.0045804191 -0.0646732943 0.0470166822 -1.621213e-03 #> 73 0.0578513340 -0.0653880970 0.2531595878 -0.0236964858 2.033616e-02 #> 74 -0.0647093586 0.0618199214 0.0027876462 0.0079117483 -2.936194e-02 #> 75 -0.0239766259 -0.1198465178 0.1003894910 0.0489724452 3.086697e-02 #> 76 0.1489662968 0.0318800910 -0.0089864897 -0.0571020320 -9.830901e-02 #> 77 -0.0730235532 0.0370496151 0.0878806475 0.0955759329 4.906172e-03 #> 78 -0.1247293219 0.0388387564 0.0019957566 0.0980368878 -3.485154e-02 #> 79 -0.0349141615 0.0979235813 0.0024472267 0.1934003207 -6.877257e-02 #> 80 -0.1238998042 0.0053933996 -0.0657850472 0.0582807787 -2.637905e-02 #> 16 17 18 19 20 #> 1 0.066771811 -1.194117e-01 0.149871372 -0.0687661350 -9.285192e-03 #> 2 -0.019729843 -3.822010e-02 -0.049342551 -0.0337121480 -8.803125e-02 #> 3 -0.009392598 -8.743623e-02 -0.026965840 0.0461811889 -3.054313e-02 #> 4 -0.061024426 -7.972922e-02 -0.034389466 0.0389790602 -7.121758e-02 #> 5 0.231419126 -8.936407e-02 0.016405224 -0.0092751064 -6.598171e-02 #> 6 0.025808284 5.289975e-03 0.008698744 -0.0805627715 8.616367e-03 #> 7 -0.104571914 -7.945273e-02 -0.052777417 -0.0327783864 1.655765e-01 #> 8 0.025970580 -1.187529e-01 -0.054061635 -0.0415149003 -2.558106e-02 #> 9 0.032875026 6.851677e-05 0.069134969 0.1620019466 6.662690e-02 #> 10 -0.093060511 -1.440476e-01 -0.094579277 -0.1166426799 -1.283942e-01 #> 11 -0.051452103 -6.277178e-02 -0.093069603 -0.0712161480 9.853890e-03 #> 12 -0.103460238 1.563991e-01 0.012338765 -0.0340609860 4.896378e-02 #> 13 -0.035658344 9.797416e-02 -0.107768403 0.0342904999 -1.382285e-01 #> 14 0.032488705 5.333546e-02 -0.021489394 -0.0378094756 2.076008e-01 #> 15 -0.008087186 -1.841510e-02 0.056171543 0.0988872436 -6.984251e-02 #> 16 0.627659639 -2.667319e-02 0.130304964 -0.1339353695 -5.167576e-02 #> 17 -0.012736511 6.137230e-01 0.092193258 0.0115295879 -4.930873e-06 #> 18 0.159982760 1.079344e-01 0.597981844 -0.0649233455 -3.041617e-03 #> 19 -0.111910864 1.961741e-02 -0.072576636 0.6056351343 4.237732e-02 #> 20 -0.038008828 -2.746743e-04 -0.019052478 0.0340197490 6.139927e-01 #> 21 0.123725987 -9.829134e-02 0.077635458 -0.1700768583 -5.463344e-02 #> 22 0.068545130 -8.814237e-03 -0.028745424 -0.0979398088 -3.656548e-02 #> 23 -0.035675860 5.012776e-02 -0.017987428 -0.0035513838 -8.795886e-02 #> 24 0.118458480 -8.853038e-02 -0.024625685 -0.0729375842 1.030888e-01 #> 25 -0.063572088 9.047337e-02 0.073747846 -0.0446985469 6.529741e-02 #> 26 -0.113859574 8.305114e-02 -0.029673762 -0.0491033141 1.004505e-01 #> 27 -0.068617162 9.822918e-02 -0.108095779 -0.0015918133 -1.759781e-01 #> 28 -0.001992597 -6.228253e-02 -0.043463801 -0.0406259659 -1.284869e-01 #> 29 -0.030872488 1.981624e-01 0.044208703 0.0341872587 5.823311e-03 #> 30 -0.060465351 6.310774e-02 0.005254372 -0.1051587437 8.172982e-03 #> 31 0.011522980 -3.028838e-02 -0.048372033 -0.0376906900 -8.443012e-02 #> 32 -0.075656807 -8.436398e-02 -0.105603064 -0.1383125898 -7.913921e-02 #> 33 -0.035976781 4.874819e-02 -0.042835652 0.0308493611 -1.565581e-02 #> 34 -0.061575167 1.142781e-01 -0.015395828 0.1381196109 5.837906e-02 #> 35 0.037436350 -1.203002e-01 -0.108868119 -0.1248694873 -1.147007e-01 #> 36 -0.071901376 5.363883e-02 -0.023230969 0.0881126091 -6.370388e-02 #> 37 0.046210781 -4.399341e-02 -0.015535860 0.0416836335 6.942302e-02 #> 38 -0.045858314 1.027277e-01 0.092284165 -0.0247388150 2.208034e-03 #> 39 0.032084598 1.098348e-01 0.076095646 -0.1238571746 7.546191e-02 #> 40 0.157540840 -8.065461e-02 -0.040556350 -0.0458467863 -1.062531e-02 #> 41 -0.049065113 -3.397727e-02 0.020221498 -0.0176101386 -1.645882e-02 #> 42 0.012512172 -1.196573e-01 0.007591313 -0.0432260500 -1.282252e-01 #> 43 -0.025947888 5.161570e-02 -0.031831210 -0.0546874842 3.765715e-02 #> 44 -0.024922266 -3.521364e-02 -0.031109226 -0.1349689558 -3.172831e-02 #> 45 -0.086444093 1.719648e-01 0.085206001 0.0648484929 2.487506e-01 #> 46 0.073753157 -5.422712e-02 0.014952288 -0.1337224394 -6.334256e-02 #> 47 0.005818471 -3.425754e-02 0.074411244 -0.0369167149 2.357966e-02 #> 48 -0.070381902 -7.042995e-02 -0.021925354 -0.0410525033 -8.650176e-02 #> 49 0.164299435 1.050365e-02 0.015397519 -0.0944763789 -1.235720e-01 #> 50 -0.096007857 -3.904885e-02 -0.018603359 -0.0107374860 -9.511748e-02 #> 51 -0.078522979 9.748657e-04 0.020739817 0.1709770915 -6.176590e-02 #> 52 0.130785472 -5.486455e-02 -0.075245703 -0.0720243278 -1.350125e-01 #> 53 0.005491472 -1.262474e-02 0.066187515 0.0856885636 -5.545616e-02 #> 54 -0.003165010 -1.350284e-02 -0.007583933 -0.0651080101 -4.878650e-02 #> 55 0.104143136 -7.719734e-02 0.044773874 -0.0208362743 -7.398807e-02 #> 56 -0.021942821 -5.369297e-02 0.103425819 -0.0359064332 4.528521e-02 #> 57 0.034691933 3.814784e-02 0.129770781 0.0642914091 6.309200e-02 #> 58 -0.036262952 5.178797e-02 -0.042602986 -0.0435287906 6.870445e-02 #> 59 -0.101934685 -9.848564e-02 -0.012364561 -0.1158642790 1.163742e-01 #> 60 -0.108567146 1.662189e-02 -0.034275139 0.0935554437 -2.877434e-03 #> 61 -0.131704582 2.031129e-02 -0.103206522 0.1804480531 4.493443e-02 #> 62 -0.062609929 5.202300e-02 -0.054049524 0.1059487409 -1.176215e-01 #> 63 0.006696832 -1.601667e-01 -0.155475445 -0.0208186725 -7.093047e-02 #> 64 0.138307411 1.526033e-02 0.030734759 -0.0779276620 -1.136968e-01 #> 65 0.036309875 -2.093460e-02 0.103952452 0.0238505214 -6.570969e-02 #> 66 -0.098058724 -6.180512e-02 -0.088489833 0.0838767020 5.797021e-02 #> 67 -0.042679307 5.478744e-02 0.106958077 -0.0005512637 5.173173e-02 #> 68 0.124776082 -2.082824e-02 0.019813310 0.0050278985 1.498231e-01 #> 69 0.010425384 -3.823662e-02 -0.043531263 0.1737678460 6.917690e-02 #> 70 -0.050810772 -3.740368e-03 0.085118458 -0.0002073314 7.437890e-02 #> 71 -0.096396827 -9.721354e-02 -0.108013836 -0.0906859466 -1.116721e-01 #> 72 -0.029742123 -2.285526e-02 -0.016429657 0.1366864990 6.557169e-02 #> 73 -0.061687810 4.638547e-02 -0.106531520 0.0445499891 -4.628135e-02 #> 74 -0.076170829 -5.578453e-03 -0.014707987 0.0574896927 1.687907e-02 #> 75 0.081245674 -1.174100e-01 -0.047809334 0.0553802420 1.800896e-02 #> 76 0.138198058 -3.530210e-02 -0.035524245 -0.0850523628 -7.468161e-02 #> 77 -0.142643739 -1.669347e-03 -0.139720347 0.1743191934 2.019539e-02 #> 78 0.005800685 4.426457e-03 -0.009972487 0.0773898461 -1.938935e-02 #> 79 -0.103905254 1.067980e-01 -0.094337373 0.1433710253 2.610433e-01 #> 80 0.042935215 5.665848e-02 0.140821699 -0.1038376147 -8.549583e-03 #> 21 22 23 24 25 #> 1 0.090655069 -0.0017921732 -0.102149726 -0.020555754 -0.045615012 #> 2 0.088316399 -0.0497049882 0.045540281 -0.062012595 -0.143414967 #> 3 0.050312753 0.0349015452 0.086568612 0.059376798 0.007191726 #> 4 0.016168729 -0.1410863938 -0.008571808 0.028034378 -0.129339085 #> 5 0.052756887 0.0835176485 -0.079268121 0.064269342 -0.034016984 #> 6 -0.062851343 0.0328770200 -0.085206916 -0.014730668 0.134226927 #> 7 0.050570982 -0.0417871003 -0.072218882 0.043191609 0.103672055 #> 8 -0.113032813 0.0050772916 -0.039358572 0.057945738 -0.027326596 #> 9 -0.014476168 0.0067355076 -0.033826809 -0.048444225 -0.022124212 #> 10 0.147297446 -0.1151435873 0.011953311 -0.086982647 -0.154922106 #> 11 -0.134028935 -0.0328757264 -0.144861635 -0.031725193 -0.068744031 #> 12 -0.090479144 0.0778550223 -0.039730482 -0.019761888 0.200424342 #> 13 -0.124148880 0.0597891806 0.043199483 -0.157715532 -0.087397773 #> 14 0.008954178 0.0868205664 -0.031877827 0.165827308 0.160459332 #> 15 -0.047005434 0.0106644803 0.018788754 -0.103371251 -0.039721545 #> 16 0.114550195 0.0616864106 -0.063488592 0.116182751 -0.081745464 #> 17 -0.093530449 -0.0017362779 0.036251710 -0.076869428 0.086236673 #> 18 0.098137463 -0.0059263478 -0.016122364 0.002776381 0.085252265 #> 19 -0.157228144 -0.0827740226 -0.009339611 -0.053188808 -0.040847418 #> 20 -0.050142296 -0.0297572685 -0.102104661 0.114480038 0.060790971 #> 21 0.618483848 0.0061144744 0.040561245 0.033990951 -0.018488229 #> 22 0.003797402 0.6208009205 -0.013395145 -0.083350194 0.129728730 #> 23 0.059198186 0.0075588685 0.599846907 -0.076482204 -0.019003683 #> 24 0.027090889 -0.0879331842 -0.102019207 0.625383910 -0.059996358 #> 25 -0.009490643 0.1410433879 -0.028643039 -0.044098711 0.609486263 #> 26 -0.067015055 -0.0495047714 -0.043946235 0.023030396 0.049991479 #> 27 -0.141298261 0.0569566385 0.063929942 -0.117657240 -0.080882673 #> 28 -0.087761690 0.0581124131 0.021909772 0.008541935 -0.045685653 #> 29 -0.049253813 -0.0561025655 -0.009294924 -0.049125240 0.002464798 #> 30 0.054180006 -0.0546417820 -0.043644409 -0.001084690 0.004279056 #> 31 0.043013945 0.1596469944 0.054731912 0.044699866 0.017269670 #> 32 0.059580771 -0.0089976406 0.014169875 -0.056176085 -0.051775396 #> 33 0.050844017 -0.0300211179 0.041484758 -0.133849052 -0.018894218 #> 34 -0.156108351 -0.0807796545 -0.030399110 0.056236893 -0.017554022 #> 35 -0.103015293 -0.1113678924 -0.080785293 -0.006118319 -0.168191627 #> 36 -0.084493509 0.0387659723 0.132498208 -0.022729970 0.048309369 #> 37 -0.035408614 -0.0203842445 -0.120310181 0.249417743 -0.019779604 #> 38 -0.012263905 0.0039822411 -0.054518209 0.061330407 0.037366081 #> 39 0.110025533 0.0033537891 -0.026932234 0.004271639 0.119197355 #> 40 0.038902235 0.1721683937 -0.023637219 0.032658066 0.067410324 #> 41 0.031840618 -0.0101008541 0.006105060 -0.057590772 -0.023649829 #> 42 -0.060447533 -0.0395772863 0.063986216 -0.069087556 -0.071532579 #> 43 0.125807487 0.1045804363 -0.017638449 -0.054466588 0.035493193 #> 44 0.061212804 0.0563076597 0.016605484 -0.029239991 -0.008275492 #> 45 -0.103385391 -0.0495658786 -0.054311731 -0.060790700 0.036214317 #> 46 0.007658783 0.0373643147 -0.043238667 0.026142113 0.091728927 #> 47 0.140683734 -0.0576179262 -0.001893375 0.065603672 -0.023548815 #> 48 -0.090918602 -0.0711946321 -0.102185162 -0.076438759 -0.124706323 #> 49 0.012522657 0.0426782606 0.029935098 -0.055887480 -0.065989134 #> 50 -0.025212264 -0.1183145326 0.064526508 -0.123822915 -0.096050740 #> 51 -0.044997801 -0.1042795548 -0.047626969 -0.138997458 -0.096337337 #> 52 0.024006407 0.0565699296 0.108777277 -0.038514407 -0.112519419 #> 53 -0.047925797 0.0184672736 0.034947222 -0.082367284 -0.029155074 #> 54 0.108753507 -0.0638756864 0.060597501 0.002828683 -0.079457825 #> 55 0.182765462 -0.0774496525 0.120927167 0.047365673 -0.101732281 #> 56 0.156058719 -0.1326150615 0.026206203 -0.027770840 -0.066162731 #> 57 0.083599990 -0.0931116710 -0.035090269 0.024986412 -0.015766417 #> 58 0.035747305 -0.0918477824 -0.028992226 -0.004087345 -0.011569911 #> 59 0.020824274 -0.0343493024 -0.132798060 0.085294763 0.061279396 #> 60 -0.026415678 -0.0436822119 0.067795536 -0.033159708 0.189922536 #> 61 -0.108761234 -0.1248118165 0.077402575 0.059848011 -0.035581912 #> 62 -0.026628098 0.0585360881 0.204388931 -0.105543295 -0.059107064 #> 63 -0.125974761 -0.0507644105 -0.045502301 0.039088259 -0.104406341 #> 64 0.018172420 0.1437977205 0.008449606 -0.033349848 -0.088869098 #> 65 0.005773846 -0.0886962492 0.080125818 -0.022945146 -0.122506488 #> 66 -0.055917479 0.0067256203 0.096591863 0.025908266 0.020604481 #> 67 0.003547492 -0.0001869335 0.049618897 0.025430392 0.057456282 #> 68 0.055552749 -0.0219408219 -0.072365205 0.096107893 0.053276015 #> 69 -0.008816670 -0.0220719341 0.017459608 0.036651226 -0.048699529 #> 70 -0.104149980 -0.0102936650 -0.089386968 -0.001617897 0.171546552 #> 71 0.029549811 0.0012195487 -0.069744351 -0.096982384 -0.023661808 #> 72 -0.129906621 -0.0496546329 -0.100990631 0.058774791 0.019122818 #> 73 -0.079966863 0.0223652926 0.106366985 -0.095318194 -0.107057500 #> 74 0.014538701 -0.0415131704 -0.065843490 -0.006131408 -0.022520217 #> 75 -0.055369020 0.0964810623 -0.065695964 -0.004731628 -0.055822154 #> 76 -0.040037873 -0.0476284104 -0.117313155 0.082053491 -0.044746945 #> 77 -0.102670848 0.0068850179 0.097485823 -0.077303264 0.058795985 #> 78 -0.043094358 0.0481676647 -0.029193451 0.070187186 0.057934194 #> 79 -0.119035486 -0.0728553990 -0.002316975 0.057721162 0.007221201 #> 80 0.131211400 0.0917415591 -0.021955537 -0.033463586 0.230546300 #> 26 27 28 29 30 #> 1 -0.048576465 -0.140793907 -0.0230902291 -0.071955957 -0.088776891 #> 2 -0.106671006 -0.092179843 -0.1115547586 0.018834996 -0.042568135 #> 3 -0.029208220 -0.046585363 0.1183664133 0.008000905 -0.081133583 #> 4 0.029249067 -0.062927897 -0.0553292970 -0.074171391 -0.011603118 #> 5 -0.075911330 -0.019512037 0.0221064089 -0.108678161 -0.004838608 #> 6 0.075937310 0.055756064 -0.0459031148 0.061578986 0.032096377 #> 7 0.098060377 -0.109876817 -0.0436909369 -0.064568783 0.081495536 #> 8 -0.070524696 0.008162578 0.0985224589 -0.154033347 -0.120391697 #> 9 -0.048907998 -0.040731125 0.0391646604 0.110305818 -0.098033558 #> 10 -0.065305793 -0.100423452 -0.1426038433 -0.083355396 -0.007689200 #> 11 0.075003814 0.059024934 -0.0123478448 -0.087068910 -0.045370721 #> 12 0.196372900 0.065130627 -0.0054057272 0.047622153 0.101488553 #> 13 -0.119954458 0.322395379 0.0175714913 -0.045219328 -0.118715364 #> 14 0.055007609 -0.082846444 -0.1016991716 0.018299514 0.069678365 #> 15 -0.104470145 0.040610050 0.1386962210 0.012078346 -0.128667161 #> 16 -0.118584453 -0.061949508 0.0119039223 -0.032871616 -0.054336913 #> 17 0.092262937 0.118833516 -0.0344493304 0.210099962 0.083172860 #> 18 -0.004720846 -0.071750329 0.0001105141 0.071887371 0.041060606 #> 19 -0.031803688 0.027100346 -0.0047049410 0.054212637 -0.077005801 #> 20 0.109392588 -0.155643466 -0.1009234235 0.017491118 0.027968355 #> 21 -0.062564143 -0.125454815 -0.0646893788 -0.042077149 0.069484235 #> 22 -0.047370931 0.070483012 0.0788676518 -0.051242974 -0.041654625 #> 23 -0.020858382 0.098410328 0.0636190244 0.016518681 -0.009703239 #> 24 0.020581246 -0.108713857 0.0247141837 -0.048848638 0.007319477 #> 25 0.063439977 -0.056041642 -0.0136157569 0.018639047 0.028580871 #> 26 0.622934760 -0.004341885 0.0038250481 0.169152442 0.142951640 #> 27 -0.015734418 0.634327294 0.1880359919 0.026537115 -0.036021460 #> 28 -0.014796351 0.180807126 0.6415561592 0.026223878 -0.068419220 #> 29 0.166426691 0.035203896 0.0421195255 0.625660512 0.056591489 #> 30 0.132098323 -0.035482244 -0.0606511382 0.048463924 0.633788077 #> 31 -0.046226708 0.065734004 0.1176306466 0.029678652 -0.023809043 #> 32 -0.002152350 -0.127658446 -0.1194998301 -0.106516044 0.121158071 #> 33 -0.035258694 -0.057488167 -0.1063240343 0.156709273 -0.089907822 #> 34 0.037696960 -0.011763057 -0.0397652563 0.001394542 -0.033979153 #> 35 -0.106012144 -0.002255005 0.0038543523 -0.127616737 -0.145693755 #> 36 0.091470267 0.062563238 0.0671010550 0.004414011 0.015164480 #> 37 -0.050917101 -0.015435339 -0.0104616167 -0.004604205 0.005298011 #> 38 0.091419012 0.088047585 0.0500852713 0.187298876 0.066389938 #> 39 0.096030824 -0.053546737 -0.1027737294 0.199643487 0.229333709 #> 40 -0.109807227 -0.077828719 0.0327219254 -0.024395355 -0.077315100 #> 41 -0.023228142 -0.011678723 0.0349803903 0.055975417 0.009484816 #> 42 -0.110357568 0.048175035 0.1492346361 -0.143557748 -0.051769824 #> 43 0.116703537 -0.038527094 -0.0631473074 0.019085759 0.146811258 #> 44 0.062855242 -0.024967816 0.0199272015 0.134493048 -0.043763739 #> 45 0.131010948 -0.034387584 -0.0586173026 0.189002450 0.014173341 #> 46 -0.006641249 0.018859788 -0.0114873192 -0.132088796 0.035636286 #> 47 -0.017782978 -0.072628441 -0.0014728218 -0.029041228 0.019493908 #> 48 -0.045038613 0.015894883 -0.0475833546 -0.073340028 0.026422624 #> 49 -0.075474195 0.168066017 -0.0364146551 -0.051835972 -0.040209476 #> 50 -0.034982216 -0.013607256 -0.0985635042 -0.112950046 -0.007767269 #> 51 -0.046849292 0.001987403 -0.0595197507 -0.025375428 -0.036895962 #> 52 -0.162413154 0.046853488 0.0542986580 -0.058152881 -0.129388598 #> 53 -0.090803155 0.073385403 0.1281649985 0.129940303 -0.086231622 #> 54 0.088725293 0.014035169 -0.0785876114 0.047716117 0.117722334 #> 55 -0.101284992 -0.036663698 -0.0305936827 -0.001715244 -0.025987378 #> 56 -0.016925670 -0.108651305 -0.0438635700 -0.028976162 -0.041002031 #> 57 -0.037031226 -0.145213209 -0.0900506318 0.024195492 0.010276228 #> 58 0.043238331 -0.061321324 -0.1744423088 0.078149873 0.106380361 #> 59 0.149009692 -0.067417124 -0.0285546733 -0.068608174 0.121682990 #> 60 0.035582877 0.028276011 -0.0352863269 -0.011161758 0.080913894 #> 61 0.038011357 0.052943118 0.0605771537 -0.032364789 0.014381821 #> 62 -0.061617223 0.238860988 0.0077123847 -0.059011119 -0.049356540 #> 63 -0.162417831 -0.014870053 0.1167960170 -0.112160088 -0.176743469 #> 64 -0.093217755 0.053940123 0.0596910097 -0.064640495 -0.084047134 #> 65 -0.038043446 0.009702656 0.0157735455 -0.002277797 -0.058849823 #> 66 0.153560179 -0.053593027 0.0230709650 -0.019304894 -0.074381921 #> 67 0.011701390 -0.054011645 0.0632567999 -0.052368784 0.068659486 #> 68 -0.094039781 -0.128055255 -0.0376324077 -0.093913083 -0.021787653 #> 69 -0.046911140 -0.061578558 -0.0238884345 -0.075512921 -0.033779125 #> 70 -0.015445577 -0.074664039 -0.0347994639 -0.052081579 -0.007772480 #> 71 -0.025302128 -0.005780229 -0.0650678244 -0.098353690 0.074176214 #> 72 0.002766676 -0.010885965 0.1187111778 0.085513683 -0.033150133 #> 73 0.014503347 0.206404829 -0.0458150047 -0.025094419 -0.077618384 #> 74 0.036105210 -0.047304443 -0.0727861208 -0.068755766 0.060852858 #> 75 -0.166874584 -0.009246109 -0.0029401830 -0.120887177 -0.111225814 #> 76 -0.053187984 0.033884162 -0.0002079472 -0.138732896 0.024839487 #> 77 0.019952382 0.010478588 -0.0789676937 -0.057203267 -0.046523614 #> 78 -0.083098677 -0.053558426 -0.0157597128 -0.020119302 -0.073372367 #> 79 0.048672820 -0.076088464 -0.0969127670 0.007611146 -0.017564752 #> 80 -0.060477820 -0.088407744 -0.0803221241 0.044379990 -0.010105282 #> 31 32 33 34 35 #> 1 0.007170627 -0.0632166831 -0.023364505 -0.093325958 0.033450099 #> 2 0.030108893 0.0957628802 0.111976224 -0.099262491 -0.096955828 #> 3 0.138431313 -0.0153596297 -0.016005085 -0.065272134 -0.030176167 #> 4 -0.097236690 0.0990621510 -0.031272881 -0.030390979 -0.034330249 #> 5 0.049105320 -0.0305553812 -0.133040767 -0.090036612 0.109788587 #> 6 -0.074374293 -0.0628454627 -0.010113340 -0.064845413 0.072743358 #> 7 -0.058330284 0.0419566077 -0.124277975 -0.088664985 -0.104430748 #> 8 -0.068597968 -0.0544003916 -0.153522462 0.012662002 0.064363384 #> 9 -0.016159486 -0.1171307884 0.134553708 -0.043874440 -0.076882827 #> 10 -0.071311854 0.0960232694 0.021032450 -0.170134628 -0.027723209 #> 11 -0.109537078 -0.1056610681 -0.155083438 -0.072576081 0.001364555 #> 12 -0.001694464 0.0570994634 -0.079526483 0.048958293 -0.025449155 #> 13 -0.028936438 -0.0710811938 0.067158026 -0.019884794 0.063801854 #> 14 0.010549402 0.0241306149 -0.032658236 0.107050765 -0.046888693 #> 15 0.021397913 -0.0772602107 0.049087513 -0.047208095 -0.016332404 #> 16 -0.017772246 -0.0465277588 -0.049981927 -0.081532729 0.083812539 #> 17 -0.045646925 -0.0412982495 0.048679727 0.108257167 -0.059987310 #> 18 -0.047989464 -0.0467962204 -0.027163002 -0.005675595 -0.032814134 #> 19 -0.044961412 -0.0871590368 0.038868721 0.140186554 -0.056468793 #> 20 -0.100058413 -0.0363432224 -0.015994023 0.052088428 -0.054657581 #> 21 0.022894509 0.0978856096 0.046014663 -0.166890122 -0.047463313 #> 22 0.137210487 0.0269901262 -0.037167545 -0.093878498 -0.058132984 #> 23 0.053249418 0.0711116551 0.055292344 -0.022543940 -0.006596371 #> 24 0.017680368 -0.0247713084 -0.145578468 0.038555059 0.042533599 #> 25 0.006147819 -0.0044729711 -0.014725987 -0.019338207 -0.103642061 #> 26 -0.070797055 0.0317015772 -0.044538960 0.022464277 -0.054911076 #> 27 0.029771124 -0.1051970523 -0.078160966 -0.038388274 0.037453530 #> 28 0.074438900 -0.1042673020 -0.134225700 -0.073619338 0.036334022 #> 29 0.002382552 -0.0753878690 0.144703254 -0.016563893 -0.079241421 #> 30 -0.059232708 0.1441586812 -0.110041406 -0.060065153 -0.105446004 #> 31 0.598364413 0.0123037577 -0.016537768 -0.042066178 0.022481133 #> 32 -0.046120517 0.6567886873 -0.020085677 -0.122492002 -0.071591638 #> 33 -0.031827849 0.0230485170 0.613654494 -0.008632662 -0.013068830 #> 34 -0.051403842 -0.0734053918 -0.002680245 0.607702077 0.044207876 #> 35 -0.053190283 -0.0888387798 -0.073450165 -0.022125875 0.674035829 #> 36 0.084839623 0.0618465838 -0.002304081 0.202863234 0.018038790 #> 37 0.043541148 -0.1066800269 -0.119449930 -0.061656287 -0.040201012 #> 38 0.024332749 -0.0608751795 0.014124691 0.004098813 -0.008270504 #> 39 -0.016746795 0.0107710625 0.048695363 -0.067412083 -0.096286107 #> 40 0.081066418 0.0307609009 0.077677067 -0.097219100 -0.001027668 #> 41 -0.014124895 0.0323637657 0.020815165 -0.112760536 -0.102033316 #> 42 -0.048489802 -0.0297741336 -0.118629320 -0.075886829 0.086827711 #> 43 0.001045228 0.2636120052 0.074402879 -0.071095324 -0.036428079 #> 44 0.110912419 -0.0038928002 0.144290249 -0.150915808 0.006593144 #> 45 -0.112737828 -0.1312268474 0.029471962 0.077881679 -0.127036759 #> 46 -0.067054263 0.0016813782 -0.135152599 -0.089001412 0.064447533 #> 47 -0.037096930 -0.0284672761 -0.048983229 -0.063374763 -0.011442002 #> 48 -0.073755666 -0.0418013177 -0.086273318 -0.100758499 -0.083927295 #> 49 0.024989277 -0.0840469258 -0.057433346 -0.108107042 0.132953051 #> 50 -0.114289515 0.0078307853 -0.018804181 0.077038056 -0.002164946 #> 51 -0.105985912 0.0075552345 0.135556267 0.021932457 -0.001902564 #> 52 0.114031011 -0.0511954028 0.058617383 -0.106111822 0.033346297 #> 53 0.063973386 -0.1001922820 0.138981690 -0.012431415 0.008509610 #> 54 -0.011453889 0.0907534867 0.005090909 -0.029986950 0.014024263 #> 55 0.078953773 -0.0534491564 0.031327995 -0.002490658 0.005599214 #> 56 -0.077229639 0.0398835777 0.095513122 -0.059037078 0.073108423 #> 57 -0.061947785 0.1004648286 0.175388516 0.129741428 0.018836418 #> 58 -0.054733533 0.0573976819 0.114116271 0.089108142 -0.023546833 #> 59 -0.055082759 0.0152262071 -0.151105255 -0.089882555 -0.049592864 #> 60 -0.013715038 0.0574310175 -0.026093950 0.078820129 0.002136601 #> 61 -0.090426050 -0.0634883092 -0.113613294 0.116903092 0.003954114 #> 62 0.078185951 0.0505665556 0.068176468 0.042390966 0.013541631 #> 63 0.067359998 -0.1224783391 -0.125877929 -0.055238862 0.114296587 #> 64 0.114753641 -0.0559740581 -0.025149381 -0.042983166 0.044954989 #> 65 -0.016509717 -0.0811888731 0.003522696 0.073259426 -0.001977875 #> 66 0.011659034 0.0290613012 0.013373539 0.106964339 -0.038289175 #> 67 -0.096826340 0.0590020203 -0.101035207 0.014990533 -0.079958040 #> 68 -0.036989447 -0.0516760530 -0.076998585 0.010513049 -0.018501715 #> 69 0.019418905 0.0005534001 -0.065236375 0.073282562 -0.014374160 #> 70 -0.003160333 -0.0085709796 -0.013498935 0.099479268 -0.043022922 #> 71 0.063722205 0.0933030572 -0.031410484 -0.140422562 -0.046296683 #> 72 -0.054550297 -0.1427315312 -0.067853759 0.208401216 -0.015215732 #> 73 0.011280333 -0.0734578376 0.069232620 0.060764044 0.050390014 #> 74 -0.059535499 0.0390220380 0.018131970 0.040448450 -0.063557003 #> 75 0.042504022 -0.0547166136 -0.007553293 0.008671420 0.019911217 #> 76 -0.011556346 -0.0705646414 -0.166183228 -0.038793522 0.162107166 #> 77 0.003393807 0.1173056533 0.121872898 0.159649528 -0.015368075 #> 78 0.050216062 0.0313260857 0.068048817 0.164045310 0.007645421 #> 79 -0.074893921 0.0566077202 0.068909365 0.265282356 0.039231868 #> 80 0.114989421 0.0160746108 0.161477670 -0.029598769 -0.083212303 #> 36 37 38 39 40 #> 1 -0.041164651 -0.0404309151 -0.053812785 -0.038787850 0.0184112983 #> 2 -0.072470763 -0.1046247663 -0.109604978 -0.033973253 -0.0229398602 #> 3 0.031069104 0.0463826969 -0.046631871 -0.081388279 0.1036053973 #> 4 -0.055974676 -0.0425573884 -0.071162704 -0.121519216 -0.0367015216 #> 5 -0.008956593 0.1349695961 -0.096562854 -0.064200521 0.0760989551 #> 6 -0.086859152 -0.0010793830 0.090544602 0.140489102 -0.0122396722 #> 7 -0.077198806 -0.0038549133 -0.051678459 0.069891439 -0.0524596289 #> 8 -0.004147687 0.0007035701 -0.097586171 -0.165178526 -0.0062487479 #> 9 -0.074730431 -0.0052880659 -0.016865783 0.040175388 0.0864305761 #> 10 -0.034163689 -0.0974139575 -0.119907793 -0.054735495 -0.1218360826 #> 11 -0.066137232 0.0011412168 0.044630170 -0.029659933 -0.1330904652 #> 12 0.078572750 0.0052180912 0.174524529 0.064961869 -0.0232198656 #> 13 -0.031378603 -0.0998736156 -0.021473123 -0.112340906 -0.0660986901 #> 14 -0.021091836 0.0838689448 0.032745441 0.120223566 0.0642518192 #> 15 -0.016283249 -0.0634534519 -0.013468683 -0.122503478 0.0171077557 #> 16 -0.114960096 0.0390175667 -0.059035200 0.023438287 0.1422531804 #> 17 0.024516786 -0.0372499446 0.103487526 0.115125209 -0.0820055890 #> 18 -0.036611893 0.0069487212 0.108785076 0.097127130 -0.0261662141 #> 19 0.067078395 0.0565149242 -0.015891195 -0.110478981 -0.0391099409 #> 20 -0.093095664 0.0758967392 0.002698083 0.080482535 -0.0122460339 #> 21 -0.118376438 -0.0334260368 -0.016265000 0.110555013 0.0327903665 #> 22 0.002565972 -0.0207187400 -0.002335925 0.001566197 0.1637394529 #> 23 0.117252221 -0.0996906628 -0.039882363 -0.007765813 -0.0111121469 #> 24 -0.063512960 0.2445002579 0.050429251 -0.002098943 0.0196461354 #> 25 0.023424026 -0.0087994418 0.042362573 0.128724420 0.0702960411 #> 26 0.053136427 -0.0533854364 0.082967006 0.092109392 -0.1203700079 #> 27 0.012836864 -0.0292962071 0.068203045 -0.068860702 -0.0997840329 #> 28 0.010145816 -0.0315513510 0.023011866 -0.125316560 0.0035377459 #> 29 -0.036645582 -0.0097982916 0.176121118 0.192996303 -0.0376838873 #> 30 -0.034022678 -0.0080236410 0.047084615 0.214558960 -0.0987311979 #> 31 0.071076131 0.0656431607 0.040451091 0.003902120 0.0950739851 #> 32 -0.010341184 -0.1430022892 -0.103181113 -0.027004297 -0.0136558067 #> 33 -0.031357655 -0.1126379990 0.014952951 0.054054197 0.0763945526 #> 34 0.179762076 -0.0488919387 0.010879490 -0.056100832 -0.0925491977 #> 35 -0.071396119 -0.0937704154 -0.067823579 -0.151308608 -0.0626915172 #> 36 0.584600920 -0.0693546311 -0.043630733 -0.049863376 -0.0561135618 #> 37 -0.105220136 0.6204664250 0.122913825 0.001310301 0.0903184325 #> 38 -0.073512567 0.1288974959 0.614482754 0.111736991 -0.0077048045 #> 39 -0.084275784 0.0027633979 0.107206416 0.619013328 -0.0114310951 #> 40 -0.083884622 0.0984128778 -0.005594030 -0.004789747 0.6123719797 #> 41 -0.109119074 -0.0219818306 0.063266677 -0.010332661 0.0577472877 #> 42 -0.037799193 -0.0705909876 -0.079676512 -0.128900209 -0.0147429208 #> 43 -0.018328367 -0.0262461753 0.085676779 0.003390345 0.0032064207 #> 44 -0.076786863 -0.0166890851 0.034964286 0.124517971 0.1391626826 #> 45 -0.078228227 -0.0151948466 0.062418142 0.155943873 -0.0994179757 #> 46 -0.010027289 0.0917802021 0.004471870 0.006687189 0.0323451506 #> 47 -0.037448916 -0.0017470092 -0.026808561 0.080010752 -0.0756174980 #> 48 -0.127370693 -0.0249292982 -0.036888715 -0.063393792 -0.1085671764 #> 49 -0.064060239 0.0382681493 0.020974451 0.089261789 0.0116182281 #> 50 0.165674118 -0.1589006877 -0.129843097 -0.056838741 -0.1331891014 #> 51 0.038446741 -0.0876910849 -0.067997227 -0.124451679 -0.0877144747 #> 52 -0.083524231 -0.0302806469 -0.115407070 -0.076265600 0.0855566242 #> 53 -0.044576549 -0.0176123971 0.068188351 0.023424334 0.1441700797 #> 54 -0.008242590 0.0431710656 -0.023604811 0.022651139 -0.0776973028 #> 55 -0.038559100 0.0620203679 -0.055488180 0.012037292 0.0463454688 #> 56 -0.068921300 -0.0736979978 -0.006022977 -0.041047348 -0.0579064302 #> 57 0.031040481 -0.0610959400 0.011491969 0.012413554 -0.0437334831 #> 58 -0.045673879 -0.0132169810 -0.022231750 0.215361894 -0.0750865883 #> 59 -0.055737477 0.0964440792 0.071508188 0.026927536 -0.0774902671 #> 60 0.095405071 -0.0336176813 0.060965725 0.009194136 -0.0609464027 #> 61 0.045592094 0.0571278241 0.007103718 -0.114986205 -0.1078128764 #> 62 0.144043499 -0.0687444842 -0.052206300 -0.080489127 -0.0324469484 #> 63 -0.076380742 0.0267486965 -0.117548796 -0.155562991 0.0956748578 #> 64 0.025572822 -0.0646285714 -0.114261577 -0.082318667 0.0003098291 #> 65 0.012520011 -0.0630193358 -0.060880493 -0.056855605 -0.0691442380 #> 66 0.303191344 -0.0707619467 -0.072070833 -0.074570069 -0.0483794051 #> 67 0.014945633 -0.0343163644 0.029971189 -0.077769685 -0.0543393379 #> 68 -0.043962925 0.0447064108 -0.103774648 0.021428990 0.0204118642 #> 69 0.106111307 0.0688174226 -0.145819571 -0.094974873 -0.0419583473 #> 70 -0.047795075 0.0220033850 -0.006173261 -0.037881188 0.0609673864 #> 71 -0.014126584 0.0050369449 -0.010834127 -0.047312889 0.0715369133 #> 72 0.068873555 0.0643115177 0.058724745 -0.017926861 0.0104631328 #> 73 0.038895234 -0.0743037805 -0.034053009 -0.075449604 -0.1330948101 #> 74 0.045559397 0.0098244152 -0.029641530 -0.088056055 -0.0560166982 #> 75 -0.070946545 0.0428878127 -0.074603696 -0.111441414 0.1077359252 #> 76 -0.021767480 0.1189150214 -0.048255709 -0.039966911 -0.0269655908 #> 77 0.122278707 -0.1085720228 -0.067161989 -0.102425870 -0.0118565763 #> 78 0.178714900 0.0316215422 0.005165598 -0.071590386 0.1160920478 #> 79 0.079928812 0.0053554484 -0.010102335 -0.049813144 -0.0590639684 #> 80 -0.045677127 -0.0443733492 0.020377998 0.222804342 0.1237064134 #> 41 42 43 44 45 #> 1 -0.1058976017 0.072836954 -0.041336651 -0.001444809 -0.0752394018 #> 2 0.0546484442 -0.118552940 -0.045904161 0.071946959 -0.0407055419 #> 3 -0.0320585345 0.044791749 -0.034491958 0.035688193 -0.0444762717 #> 4 0.1441159351 -0.012769325 0.010129888 -0.051634419 -0.0521016393 #> 5 -0.0818938071 0.102913141 -0.003356596 -0.067522922 -0.1362848418 #> 6 0.0194815664 -0.052863318 -0.043591363 0.087434013 0.0222767868 #> 7 0.0259108398 -0.022215783 -0.005848642 -0.050712540 0.0398511491 #> 8 -0.0451372562 0.198518339 -0.098453592 -0.116706978 -0.0466829214 #> 9 0.0559379047 -0.024284372 -0.117001862 0.100656582 0.1975190692 #> 10 -0.0934329338 -0.030181915 0.005777680 0.006162412 -0.1482652987 #> 11 -0.0979399171 0.054698889 -0.049955614 -0.129937613 0.0192298986 #> 12 0.0020450937 -0.060288720 0.141008531 -0.034690883 0.0304034109 #> 13 -0.0748511142 0.072683827 -0.017563927 -0.074057688 -0.0424910730 #> 14 -0.0067617536 -0.138313231 0.026503140 0.000430215 0.0397436891 #> 15 0.0146018949 0.157722435 -0.032402142 -0.055674800 0.0104941707 #> 16 -0.0513025035 0.019657678 -0.041835152 -0.021552165 -0.0969374721 #> 17 -0.0222779784 -0.098575096 0.049665116 -0.017906862 0.1754081341 #> 18 0.0476619027 0.044414614 -0.018040678 0.001938670 0.1043904174 #> 19 0.0021769756 -0.014056039 -0.048550243 -0.109574350 0.0763796189 #> 20 -0.0050292744 -0.107412766 0.035436819 -0.014691272 0.2519241284 #> 21 0.0387790183 -0.044126237 0.119096015 0.073758696 -0.1047029787 #> 22 -0.0054795260 -0.025573062 0.095551892 0.066536479 -0.0532005388 #> 23 0.0316804012 0.098944453 -0.005712980 0.047788317 -0.0369923783 #> 24 -0.0575524333 -0.059666322 -0.068078122 -0.023594161 -0.0690083496 #> 25 -0.0077138430 -0.046213697 0.037779306 0.013267985 0.0438943145 #> 26 -0.0207406544 -0.098487183 0.105541152 0.070950222 0.1252424477 #> 27 -0.0205837682 0.048652886 -0.061082011 -0.028265370 -0.0515486173 #> 28 0.0188464796 0.142483622 -0.092931091 0.009400782 -0.0830072016 #> 29 0.0557371534 -0.134413115 0.005197623 0.139862276 0.1805081981 #> 30 0.0011189870 -0.050752757 0.124795556 -0.046522077 -0.0024484758 #> 31 0.0129329411 -0.012049070 0.014453191 0.143577746 -0.0939359804 #> 32 0.0009973268 -0.051757676 0.218595694 -0.029651747 -0.1708492744 #> 33 0.0325829196 -0.097478669 0.072520761 0.161665496 0.0329837282 #> 34 -0.0950403647 -0.048783762 -0.067025026 -0.127588145 0.0873458620 #> 35 -0.1506468967 0.047597027 -0.098691532 -0.036412945 -0.1839063278 #> 36 -0.0682977452 0.012405032 0.008843089 -0.030358042 -0.0456628861 #> 37 -0.0170260071 -0.056252268 -0.034940224 -0.006125770 -0.0184950114 #> 38 0.0742061719 -0.059354121 0.082966400 0.051511272 0.0651016485 #> 39 -0.0039237411 -0.113108392 -0.003850607 0.136534383 0.1540968047 #> 40 0.0707975564 0.007690244 0.002606817 0.157820443 -0.0946236952 #> 41 0.6254222485 -0.065618610 0.069380275 0.131409085 0.0463063483 #> 42 -0.0750015063 0.634805145 -0.090870285 -0.119003046 -0.1198285910 #> 43 0.0830301475 -0.067837516 0.611772376 -0.001335008 -0.0567956272 #> 44 0.1258015935 -0.115227641 -0.020592372 0.631029740 0.0141829202 #> 45 0.0545623365 -0.102189706 -0.062189512 0.028046400 0.6171662603 #> 46 -0.0495002042 0.056534030 -0.004282056 -0.036953842 -0.1089356534 #> 47 0.0087583481 -0.036775353 -0.048794788 0.037947311 0.0814996386 #> 48 0.0673859724 0.009987492 -0.083659980 -0.021999228 0.0431169070 #> 49 -0.0965054256 0.095737225 -0.085003842 0.003976445 -0.0830284836 #> 50 -0.0936516312 0.081635238 -0.096229408 -0.119286047 -0.0265415709 #> 51 0.0642425022 0.015030106 0.052534774 -0.091161506 -0.0161285115 #> 52 -0.0797007270 0.058619565 -0.132090068 0.087325823 -0.0919865674 #> 53 0.0803731478 0.071501901 -0.120585432 0.152591124 0.0776460999 #> 54 0.0753131830 -0.024817876 0.131071996 0.037417416 -0.0264500288 #> 55 0.0522017687 -0.005972847 -0.090852942 0.065007208 -0.0180112512 #> 56 0.0022971092 0.045135254 0.066855124 -0.034831921 -0.0546075297 #> 57 -0.0532465500 -0.012141093 0.088690657 -0.082695819 -0.0397026357 #> 58 -0.0126742767 -0.104794296 0.003418046 0.012712296 0.0892682345 #> 59 0.0917568211 -0.047139408 0.114279055 -0.001359802 -0.0024354280 #> 60 -0.0285577003 0.044831925 0.061904462 -0.118936841 -0.0575833256 #> 61 -0.0208161328 0.035556032 -0.067483282 -0.131651998 -0.0084332675 #> 62 0.0028411413 0.103550824 0.005408273 -0.037844298 -0.0694872005 #> 63 -0.0544450920 0.061105773 -0.167963898 -0.070860810 -0.1100426763 #> 64 -0.0208600919 -0.044689459 -0.080734155 0.082301520 -0.0680906345 #> 65 0.0121495175 0.097482855 -0.140919691 -0.039133302 0.0704714856 #> 66 -0.0719760746 -0.023414007 -0.006833634 -0.028265546 0.0001715375 #> 67 -0.0077840279 0.002684586 0.066350889 -0.124040009 -0.0012510573 #> 68 -0.0990665980 0.014784487 -0.033417749 -0.121097174 0.0351711273 #> 69 -0.0506379129 0.025278965 -0.016128650 -0.111018900 -0.0256199358 #> 70 0.0314272830 0.040274204 -0.071026485 -0.021688010 0.0518492045 #> 71 0.0831694660 -0.042130081 0.120491228 0.027991011 -0.1285217753 #> 72 0.0056950710 -0.046863397 -0.096915543 -0.065701779 0.1411447549 #> 73 -0.1054850950 0.025478632 -0.038086129 -0.053986170 0.0097474169 #> 74 0.0022233297 -0.091215753 0.095160418 -0.043726343 0.0016973907 #> 75 -0.0012504400 0.057720786 -0.095509848 -0.064427268 -0.0353914724 #> 76 -0.1413013211 0.068892015 -0.050902918 -0.106932801 -0.1166492851 #> 77 -0.0100220544 -0.042289778 0.040274921 -0.052292229 -0.0376151871 #> 78 -0.0741133344 -0.103584455 -0.000519966 -0.023529883 -0.0674661722 #> 79 -0.0342868089 -0.115170285 0.044292736 -0.067897522 0.0739051786 #> 80 0.0715601604 -0.103236530 0.003882907 0.191596138 0.0520320633 #> 46 47 48 49 50 #> 1 -0.069390936 0.067620616 -0.0844806335 0.0500758323 0.024638071 #> 2 -0.166368254 0.039651973 0.0513201724 -0.0760093736 -0.010026010 #> 3 -0.016611819 0.105045283 -0.0331936401 -0.0380607233 -0.042451622 #> 4 -0.035227988 0.005545768 0.1562470913 -0.0863491483 0.066557130 #> 5 0.223179676 0.073380124 -0.0036803102 0.1988385948 -0.016100448 #> 6 0.160977321 -0.045037971 0.0711316731 0.0879452521 -0.110502304 #> 7 -0.019065253 0.002882408 -0.0300175756 -0.0697763911 0.027837444 #> 8 0.124059215 -0.041421805 0.0375134071 -0.0295484348 -0.010699887 #> 9 -0.155036635 0.080633368 0.0511461317 -0.0134200984 -0.026700007 #> 10 -0.084376173 0.024343072 -0.0092002177 -0.0118833287 0.059014020 #> 11 0.048989850 -0.046962084 -0.0030425895 0.0933159978 0.009141584 #> 12 0.112449632 -0.057688192 -0.0639763982 -0.0002406116 -0.004007148 #> 13 -0.063566314 -0.058107190 0.0060989663 0.1153618596 0.020763982 #> 14 0.049246164 -0.039177960 -0.1090747553 -0.0357347066 -0.104056642 #> 15 -0.152475636 -0.006615821 -0.0033937339 -0.0578201209 0.036673713 #> 16 0.064567757 -0.015840627 -0.0507452480 0.1536378707 -0.103692288 #> 17 -0.049475844 -0.041979962 -0.0368566192 0.0137787595 -0.032796605 #> 18 0.035444684 0.082429941 0.0273890963 0.0344137500 0.003390006 #> 19 -0.120883334 -0.036551308 0.0006086564 -0.0831134383 0.003602589 #> 20 -0.058861027 0.015587500 -0.0531981745 -0.1205665822 -0.089134980 #> 21 0.007649175 0.128200427 -0.0621061562 0.0110368840 -0.023720904 #> 22 0.035037634 -0.072418305 -0.0446992586 0.0388754151 -0.119140244 #> 23 -0.024611335 0.004260259 -0.0547357749 0.0470862654 0.084654809 #> 24 0.019232443 0.046220303 -0.0545263749 -0.0642733152 -0.129231616 #> 25 0.100716903 -0.027034537 -0.0868962924 -0.0584773219 -0.085561794 #> 26 -0.011101770 -0.034717197 -0.0206770800 -0.0814108808 -0.037941767 #> 27 0.003006734 -0.100955194 0.0288638833 0.1507367988 -0.027959341 #> 28 -0.034569239 -0.037028440 -0.0418432199 -0.0609727394 -0.120144455 #> 29 -0.139275069 -0.048701199 -0.0517042463 -0.0604984090 -0.118635349 #> 30 0.020322449 -0.008293628 0.0399308403 -0.0569994784 -0.021580138 #> 31 -0.046944436 -0.029460801 -0.0248237847 0.0436229392 -0.092678719 #> 32 -0.036633069 -0.079255422 -0.0512937111 -0.1238375382 -0.028982693 #> 33 -0.130332853 -0.056637182 -0.0526315182 -0.0540897645 -0.012483466 #> 34 -0.078229249 -0.065076298 -0.0611642824 -0.0988110446 0.089311187 #> 35 0.008885944 -0.079477290 -0.1106668293 0.0759152969 -0.056225566 #> 36 0.023846030 -0.016049295 -0.0646753191 -0.0316630843 0.201048407 #> 37 0.089788017 -0.016212893 0.0019005707 0.0347997992 -0.159391904 #> 38 0.008463356 -0.035290774 -0.0040751752 0.0234897724 -0.124350642 #> 39 0.006148101 0.066997965 -0.0351108258 0.0872465357 -0.055876860 #> 40 0.038447411 -0.081988936 -0.0736428622 0.0162443234 -0.125585872 #> 41 -0.056448213 -0.010663359 0.0892600178 -0.1049295992 -0.099098671 #> 42 0.040203125 -0.065579957 0.0224786408 0.0779301549 0.066805302 #> 43 0.002419808 -0.054566622 -0.0481360623 -0.0797781427 -0.088026575 #> 44 -0.049509343 0.012918112 -0.0057326738 -0.0100552199 -0.130340578 #> 45 -0.107627674 0.070333920 0.0732469407 -0.0831966689 -0.023732622 #> 46 0.618474240 -0.014056454 -0.0028712225 0.1972350357 -0.021553174 #> 47 -0.001582756 0.606000541 0.0463466981 -0.0160919793 0.047637418 #> 48 -0.031693277 0.005050945 0.6472962940 -0.0314311816 -0.037236622 #> 49 0.198711201 -0.027089513 -0.0011329626 0.6169980749 0.024926732 #> 50 -0.023054143 0.033662750 -0.0099155373 0.0219495978 0.619975209 #> 51 -0.085416196 -0.038027385 0.0835840040 -0.0660942523 0.189990476 #> 52 -0.082466002 0.019300812 0.0526606024 0.0577497711 -0.079856370 #> 53 -0.123738390 0.001291802 0.0546356597 0.0415681040 -0.011654393 #> 54 0.050336527 0.016885779 0.0737426193 0.0062465430 0.012870760 #> 55 0.031581889 0.069272504 0.0312308019 0.0694926315 0.061794112 #> 56 -0.042543676 0.009263803 -0.0617476213 -0.0433006498 0.066840744 #> 57 -0.091731673 -0.009160230 -0.1032932422 -0.0904898538 0.050733704 #> 58 -0.024010339 -0.010286613 0.0271988334 0.0130796656 0.084570311 #> 59 0.143014359 -0.003914461 -0.0264549617 -0.0618888172 -0.062929715 #> 60 0.080539089 -0.073597678 -0.0987788491 -0.0054553905 0.091466170 #> 61 -0.030803308 -0.011795451 -0.0515858365 -0.0884849914 0.052900539 #> 62 -0.066166081 -0.015883164 0.0204889468 0.0816664775 0.188015810 #> 63 -0.043775360 -0.085547404 -0.0294866720 -0.0179953844 -0.085638267 #> 64 -0.021979936 0.104045757 0.0869865285 0.0596190438 -0.016513851 #> 65 -0.086534314 0.040712668 0.1407508562 0.0302571264 0.187437095 #> 66 -0.025822563 0.003621987 -0.0834207333 -0.0947011832 0.083323868 #> 67 0.004438043 0.031729603 -0.0567881898 -0.1017330038 -0.018375974 #> 68 -0.036239848 0.117295256 -0.0517958601 -0.0254776122 0.008996354 #> 69 -0.034866445 0.081985852 -0.0157751151 -0.0186901163 0.103100538 #> 70 -0.002384757 -0.115816491 0.0651463930 -0.1169501532 -0.046554244 #> 71 0.095586352 -0.076633125 0.0373562475 0.0174701106 0.016692241 #> 72 -0.012986574 0.017911555 -0.0865424310 -0.0986925304 -0.025472208 #> 73 -0.077602314 -0.082642579 0.0606301742 0.0881882012 0.073217163 #> 74 0.019961773 0.028628551 0.1022087869 -0.0992154002 0.049481408 #> 75 -0.003259778 -0.041611262 0.0908999375 0.0330870075 -0.052746021 #> 76 0.334840491 0.012454433 -0.0125541820 0.2281000215 0.002803726 #> 77 -0.085820512 -0.089912985 0.0040320181 -0.1134824736 0.070343751 #> 78 0.015606135 -0.024537804 -0.0852152964 -0.0859142877 -0.017216101 #> 79 -0.049487390 -0.023970479 -0.0639254033 -0.1259096278 -0.003372470 #> 80 -0.025584435 0.028107694 -0.0110460306 -0.0235444606 -0.070579243 #> 51 52 53 54 55 #> 1 1.688345e-02 -0.0549513243 0.0872825144 -0.123684835 -0.062100680 #> 2 3.986254e-02 0.1486832455 0.0098079768 0.070700534 0.112319085 #> 3 -3.566144e-02 0.1185451573 0.0049373827 0.007046439 0.104392052 #> 4 1.738973e-01 -0.0605692182 -0.0800431437 0.075968464 0.046806872 #> 5 -3.297167e-02 0.0299515361 -0.0815775269 0.029023626 0.049094867 #> 6 -9.960911e-02 -0.0498655687 -0.0476907776 0.020113448 -0.076781368 #> 7 -5.770716e-02 -0.1553597454 -0.0861947656 -0.073390457 -0.095402403 #> 8 -6.245154e-02 0.0218773945 -0.0825319791 -0.006936151 -0.028293289 #> 9 6.071535e-02 0.1216717724 0.3282506393 -0.122269980 0.019423521 #> 10 2.861930e-02 -0.0034898413 -0.0829380316 0.189542422 0.026090466 #> 11 -6.992734e-02 -0.1378331041 -0.1205260001 -0.090150070 -0.186238504 #> 12 -3.267907e-02 -0.1729110569 -0.0983815401 -0.031883442 -0.151960080 #> 13 8.128611e-02 0.1191981443 0.0447384857 -0.072468592 -0.093440362 #> 14 -1.385364e-01 -0.0669453689 -0.1103253473 0.014626327 0.021392316 #> 15 1.602163e-01 0.0632510447 0.2178768000 -0.116644070 -0.079761431 #> 16 -1.024610e-01 0.1292180873 -0.0206208633 -0.032502550 0.070266411 #> 17 -9.026459e-03 -0.0424952604 -0.0248003968 -0.028903706 -0.097137384 #> 18 2.647961e-02 -0.0471352926 0.0697529752 -0.007243678 0.040574944 #> 19 1.690636e-01 -0.0515672074 0.0816007336 -0.072421045 -0.032688495 #> 20 -7.203697e-02 -0.1229129799 -0.0679015577 -0.064457105 -0.094197863 #> 21 -5.976001e-02 0.0316148139 -0.0648623411 0.088591758 0.158064528 #> 22 -1.213588e-01 0.0618612638 -0.0007863425 -0.086354507 -0.104467659 #> 23 -4.375224e-02 0.1350226249 0.0366476187 0.059072693 0.114863174 #> 24 -1.606597e-01 -0.0378060624 -0.1062038898 -0.024233127 0.015764677 #> 25 -1.021020e-01 -0.0959134272 -0.0370940322 -0.090621988 -0.117435630 #> 26 -6.606242e-02 -0.1592556599 -0.1121906109 0.064112632 -0.130436839 #> 27 -2.861825e-02 0.0386184488 0.0406054139 -0.021970025 -0.077208078 #> 28 -9.735427e-02 0.0388347535 0.0881561435 -0.121821671 -0.078366928 #> 29 -4.731430e-02 -0.0577211381 0.1058270952 0.020377705 -0.033592843 #> 30 -6.696240e-02 -0.1370844205 -0.1184723947 0.082256356 -0.065992542 #> 31 -1.006287e-01 0.1417588526 0.0671562778 -0.011496202 0.074372275 #> 32 -4.551182e-02 -0.0818918354 -0.1554336650 0.032286899 -0.116454930 #> 33 1.256234e-01 0.0710551440 0.1268745002 -0.010241485 0.011456415 #> 34 1.795202e-02 -0.0877216444 -0.0185861880 -0.039366927 -0.016409821 #> 35 -7.221676e-02 -0.0145972766 -0.0639789148 -0.061689466 -0.074653701 #> 36 5.756746e-02 -0.0420328958 -0.0276301641 0.005478590 -0.029377106 #> 37 -1.044359e-01 -0.0246548172 -0.0365315178 0.021026740 0.035336857 #> 38 -7.875834e-02 -0.1037975689 0.0552529015 -0.039765465 -0.076188020 #> 39 -1.397434e-01 -0.0691866735 0.0059583102 0.001959910 -0.013193122 #> 40 -9.636482e-02 0.0992768992 0.1333454043 -0.091747183 0.027756403 #> 41 4.254189e-02 -0.0790307207 0.0564982036 0.048213034 0.020562434 #> 42 -1.605340e-02 0.0499066751 0.0382440605 -0.061300922 -0.046995078 #> 43 4.448403e-02 -0.1177701893 -0.1308105037 0.117621720 -0.108842404 #> 44 -1.184696e-01 0.0823883377 0.1231086880 0.004709776 0.027760382 #> 45 -2.957314e-02 -0.0830605730 0.0620271440 -0.045294190 -0.041394598 #> 46 -1.001688e-01 -0.0748479871 -0.1406653257 0.030184387 0.006890563 #> 47 -4.030629e-02 0.0393925259 -0.0031614352 0.009207337 0.057054876 #> 48 4.000935e-02 0.0314565632 0.0088866701 0.024768425 -0.022282578 #> 49 -7.937069e-02 0.0668439509 0.0261173334 -0.012429432 0.046277470 #> 50 1.737369e-01 -0.0737393238 -0.0300822977 -0.008782350 0.035601817 #> 51 6.037216e-01 -0.0838932192 0.0145914212 0.020261920 -0.035829554 #> 52 -1.062638e-01 0.6260922547 0.1061068197 -0.026402008 0.128564312 #> 53 1.676575e-02 0.1306517701 0.6015473043 -0.106090886 0.050520577 #> 54 2.566146e-02 0.0013681471 -0.1028656808 0.598322099 0.186433518 #> 55 -2.589083e-02 0.1608736530 0.0582849672 0.190972704 0.593782914 #> 56 1.650385e-01 -0.0864672499 -0.0120956855 -0.026532489 -0.003520167 #> 57 1.404701e-01 -0.0715728200 -0.0309077964 -0.046004386 -0.023793791 #> 58 -2.769883e-05 -0.0361496623 -0.0668377499 0.260004476 0.120878982 #> 59 -6.219026e-02 -0.2097700770 -0.1230354998 0.041141453 -0.096603635 #> 60 2.819580e-02 -0.1332073838 -0.0860571050 -0.009132341 -0.042307058 #> 61 1.963192e-03 -0.0740201955 -0.0698265899 0.032363082 -0.034037575 #> 62 1.448573e-01 0.1382779322 0.0840753035 0.052243960 0.021986182 #> 63 -1.146993e-01 0.0881519550 0.0198870932 -0.122596232 0.005201559 #> 64 -9.388430e-03 0.2436806380 0.0165525427 -0.032936118 0.069519875 #> 65 1.152276e-01 0.1302855364 0.1017510805 0.084822115 0.212267760 #> 66 -6.847173e-03 -0.0336805223 -0.0763935917 0.014852108 -0.019945881 #> 67 1.922077e-02 -0.0966505853 -0.0828476938 -0.094069522 -0.089615174 #> 68 -3.145889e-02 -0.0034049261 -0.0247187212 -0.101925677 -0.024868706 #> 69 1.188906e-01 0.0112926487 -0.0498982146 0.073454567 0.080863702 #> 70 2.941422e-03 -0.0219168351 0.0334620111 -0.057332425 -0.046721910 #> 71 5.963697e-02 -0.1044223825 -0.0655505074 0.006406103 -0.058924045 #> 72 -5.465598e-02 -0.1165919448 0.0754139256 -0.077250241 0.019462671 #> 73 4.587248e-02 0.1410592739 -0.0352553522 0.056504734 -0.010268689 #> 74 1.894665e-01 -0.0448337654 -0.0948928440 0.085528697 0.023853801 #> 75 1.065245e-02 0.1796710445 0.1037353999 -0.068462198 0.069138691 #> 76 -7.942174e-02 -0.0312818572 -0.1269313071 -0.021457141 -0.004654738 #> 77 9.567297e-02 -0.0008901407 -0.0359924604 -0.023721815 -0.056518322 #> 78 3.235487e-03 0.0014934338 0.0016043616 -0.088799408 0.025435812 #> 79 4.832600e-02 -0.0755248495 -0.0996816708 0.006290087 -0.064336847 #> 80 -7.529725e-02 0.0371010753 0.0978445208 -0.067273821 0.033207066 #> 56 57 58 59 60 #> 1 0.1508744426 0.1182290018 -0.125255519 0.0112603014 -0.0998402652 #> 2 -0.0489900800 -0.0055292732 0.078618856 -0.1358512716 -0.1427259079 #> 3 -0.0048943229 -0.0375283028 -0.099179574 -0.0478391394 -0.0288762708 #> 4 0.1057466083 -0.0151876293 -0.012352169 -0.0075846015 -0.0355782179 #> 5 -0.0444954013 -0.0374987183 -0.073239517 0.0215174665 -0.0262045389 #> 6 -0.1063513944 -0.1037514138 0.079356702 0.0278776226 0.0533193216 #> 7 0.0462646355 -0.0249182406 0.010025836 0.2200984355 0.0672544345 #> 8 -0.0993958221 -0.1249162078 -0.099948223 0.0294192524 -0.0553420844 #> 9 0.0066342646 0.0154752671 -0.058729219 -0.1187212644 -0.1187992336 #> 10 0.0246497910 -0.0402275044 0.069665372 -0.0174213383 -0.0954393585 #> 11 -0.0980966560 -0.1216121342 -0.069961189 0.0838251844 -0.0252994929 #> 12 -0.0014097697 -0.0353605547 0.005744452 0.1619514123 0.2138525712 #> 13 -0.0856587607 -0.0806684648 -0.055502680 -0.1372641024 -0.0067342316 #> 14 -0.1006384076 0.0033468960 0.150458251 0.0645514998 0.1097473572 #> 15 0.0860341074 0.0115512465 -0.129368389 -0.0979946623 -0.0300737757 #> 16 -0.0317771917 0.0139197729 -0.061434916 -0.0976541371 -0.1401440039 #> 17 -0.0495906608 0.0313123628 0.040552687 -0.0802684181 -0.0010182853 #> 18 0.1232692434 0.1386764171 -0.038097154 0.0215937824 -0.0361742022 #> 19 -0.0237162988 0.0655437547 -0.046676250 -0.0895592263 0.0840030906 #> 20 0.0491177768 0.0559867707 0.057199423 0.1343217132 -0.0207873577 #> 21 0.1554001392 0.0720036215 0.019751132 0.0342806125 -0.0488167455 #> 22 -0.1355907132 -0.1070251116 -0.110161028 -0.0232100359 -0.0684003512 #> 23 0.0441845640 -0.0280496968 -0.026351458 -0.1007047802 0.0640314099 #> 24 -0.0353294817 0.0064899821 -0.026983580 0.0918510396 -0.0624608372 #> 25 -0.0578237253 -0.0183652000 -0.018568499 0.0837333204 0.1765190541 #> 26 -0.0220351615 -0.0530785066 0.022791245 0.1580151182 0.0087308977 #> 27 -0.1251533294 -0.1726530229 -0.093160943 -0.0698042303 -0.0099685017 #> 28 -0.0675944605 -0.1247193112 -0.213510793 -0.0381706456 -0.0807597049 #> 29 -0.0368114051 0.0054224602 0.054977037 -0.0623284992 -0.0407394891 #> 30 -0.0569648397 -0.0166243699 0.075079958 0.1198350994 0.0432085974 #> 31 -0.0577687832 -0.0534247180 -0.050610270 -0.0215069845 -0.0159966693 #> 32 0.0009201591 0.0505636212 0.003096670 -0.0096222933 -0.0032748886 #> 33 0.0996838967 0.1686215020 0.102949452 -0.1328195615 -0.0436656624 #> 34 -0.0489138867 0.1289268308 0.083893740 -0.0656444456 0.0672008331 #> 35 0.0168978632 -0.0483119313 -0.095094987 -0.0916885055 -0.0758164469 #> 36 -0.0356969508 0.0533270407 -0.027787123 -0.0083982097 0.1068869325 #> 37 -0.0763391541 -0.0746748851 -0.031195731 0.1079178411 -0.0580013252 #> 38 -0.0026804620 0.0038966947 -0.034226829 0.0889656210 0.0425657526 #> 39 -0.0422354074 0.0002877053 0.198836241 0.0398543950 -0.0137364115 #> 40 -0.0524531412 -0.0492179829 -0.084970893 -0.0579220598 -0.0772356012 #> 41 -0.0052998706 -0.0717813186 -0.035608850 0.0982747595 -0.0578971676 #> 42 0.0281553778 -0.0400587582 -0.137111766 -0.0500043662 0.0061095611 #> 43 0.0729080164 0.0838057612 -0.005866655 0.1344468661 0.0462148671 #> 44 -0.0480363924 -0.1068380790 -0.015829769 -0.0004493556 -0.1538838002 #> 45 -0.0539485213 -0.0499814161 0.074589649 0.0123384987 -0.0786668047 #> 46 -0.0431926475 -0.1033184324 -0.039996903 0.1564803064 0.0581476308 #> 47 0.0210885307 -0.0082732914 -0.013799479 0.0220251848 -0.0835154379 #> 48 -0.0912186465 -0.1437020563 -0.017609785 -0.0418110687 -0.1499923618 #> 49 -0.0424734559 -0.1006004488 -0.001430734 -0.0469467052 -0.0263706842 #> 50 0.0646908041 0.0376459745 0.067082777 -0.0509647368 0.0675737418 #> 51 0.1791421360 0.1436359555 -0.001261660 -0.0339717108 0.0205569437 #> 52 -0.0947342359 -0.0907775949 -0.059754242 -0.2039221448 -0.1632168573 #> 53 0.0041822789 -0.0255676208 -0.065897379 -0.0926426171 -0.0915216281 #> 54 -0.0070293195 -0.0374390060 0.264170052 0.0747595406 -0.0113716593 #> 55 0.0205221882 -0.0106892249 0.129583744 -0.0584463619 -0.0400071907 #> 56 0.6178252687 0.2414502998 -0.048970615 0.0301152349 0.0115384441 #> 57 0.2523880886 0.6068874799 0.050435415 -0.0596728763 0.0781678915 #> 58 -0.0336330214 0.0548352202 0.602487675 0.0072510473 0.0807105771 #> 59 0.0160003167 -0.0847255833 -0.022201464 0.6319401869 0.0278218126 #> 60 0.0332809316 0.0889725902 0.087115471 0.0636792183 0.5960827812 #> 61 -0.0249082519 -0.0193879087 -0.013890604 0.0064926221 0.1402019457 #> 62 0.0347368870 0.0035266130 0.006434769 -0.1056950299 0.0631868833 #> 63 -0.0705136203 -0.1526783664 -0.125355978 -0.1121640209 -0.0726777450 #> 64 -0.0692112474 -0.0637578262 -0.095651929 -0.1262281268 -0.1661259611 #> 65 0.0271184084 -0.0022530886 0.041208129 -0.1092770337 -0.0964551416 #> 66 0.0026036335 0.0089360622 -0.026045240 -0.0080002036 0.0649375694 #> 67 0.0763717092 0.0843349800 -0.127897118 0.0167624247 0.1032750333 #> 68 0.0358839155 0.0463639008 -0.032421261 -0.0133413067 -0.0241188171 #> 69 0.0128967225 0.0662348504 0.027584784 0.0025979779 -0.0094403700 #> 70 -0.0222998438 0.0234067169 0.022616836 0.0045148731 0.0367621131 #> 71 -0.0164546558 -0.1080449019 -0.051436573 0.1282970416 -0.0080034231 #> 72 -0.1074004687 -0.0409896369 -0.040234010 0.0507963882 0.0206098003 #> 73 -0.0291625533 -0.0565489921 0.061754169 -0.1215468751 -0.0053110025 #> 74 0.0268140045 0.0350265323 0.038997689 0.0269225598 0.0223607829 #> 75 -0.0700680586 -0.0311109548 -0.031194493 -0.0744617787 -0.0521582120 #> 76 -0.0555103217 -0.0830593558 -0.050703486 0.0462943770 -0.0001820592 #> 77 -0.0215322475 0.0252406305 0.067081783 -0.0897656240 0.1810477857 #> 78 -0.0243061674 0.1136439148 -0.052939547 -0.0637564685 0.0275404813 #> 79 0.0367675454 0.1400558488 0.146247644 -0.0127502083 0.1043416558 #> 80 0.0062849597 0.0573427628 0.055088833 -0.0270617936 -0.0416823692 #> 61 62 63 64 65 #> 1 -0.138333810 -0.055660379 -0.0675952507 0.0387551536 -0.003905825 #> 2 -0.082477819 0.032184010 -0.0808991176 0.1273413362 0.109291349 #> 3 0.036512366 -0.003641539 0.1166070151 0.0957343182 0.064386433 #> 4 0.021898696 0.023483886 0.0265024089 -0.0129039707 0.094494531 #> 5 -0.039247770 -0.035201832 0.0612454436 0.1484460567 -0.045724163 #> 6 -0.071703978 -0.111266393 -0.0503250750 -0.0337436198 -0.086171543 #> 7 0.077197301 -0.116207303 -0.0041263194 -0.1509905502 -0.057921088 #> 8 0.081471577 -0.072996636 0.1946667364 -0.0225237377 0.077363707 #> 9 -0.049356224 0.021548953 0.0304683766 0.0599181936 0.148713160 #> 10 -0.083145869 0.021603208 -0.1461050217 -0.0547554941 -0.008584061 #> 11 0.020909613 -0.101724642 0.0010379860 -0.1463134212 -0.057357687 #> 12 0.035446875 -0.003955005 -0.0370746136 -0.0937794414 -0.147801186 #> 13 -0.039567049 0.218674335 -0.0175739260 0.0698440384 -0.040303830 #> 14 0.007682486 -0.086608290 -0.0570525462 -0.0199684074 -0.083754714 #> 15 -0.031587938 0.115635824 0.0878775013 -0.0218191883 0.051718608 #> 16 -0.145208068 -0.109604570 0.0313567822 0.1225493385 0.002248257 #> 17 0.020744481 0.018965034 -0.1215701172 0.0134389395 -0.041059540 #> 18 -0.087032212 -0.071366370 -0.1011376986 0.0446544815 0.099568630 #> 19 0.188969073 0.080978605 0.0258657833 -0.0716612294 0.011813408 #> 20 0.045097878 -0.150949238 -0.0326035849 -0.1157879444 -0.086104375 #> 21 -0.113088929 -0.064446947 -0.0921390188 0.0115901388 -0.019111981 #> 22 -0.131456583 0.018400166 -0.0192457409 0.1348983669 -0.115899148 #> 23 0.091711821 0.185207022 0.0069703821 0.0205042653 0.073876932 #> 24 0.048620255 -0.150262206 0.0660239388 -0.0468321914 -0.054731034 #> 25 -0.030912021 -0.087928328 -0.0615730133 -0.0864537945 -0.138394730 #> 26 0.029232751 -0.103886985 -0.1330330015 -0.1042509481 -0.067380185 #> 27 0.032771978 0.185198693 0.0031222438 0.0315143966 -0.031026616 #> 28 0.033177148 -0.053178776 0.1275594479 0.0300364173 -0.032184592 #> 29 -0.043869147 -0.104006632 -0.0855010096 -0.0783994400 -0.034340287 #> 30 -0.005250103 -0.102479619 -0.1582119562 -0.1059336449 -0.099039879 #> 31 -0.074634309 0.060486537 0.1213151751 0.1282907948 -0.021276109 #> 32 -0.106120843 -0.025557133 -0.1269474362 -0.1008611785 -0.144379539 #> 33 -0.113111634 0.035186973 -0.0872128327 -0.0269023078 -0.016533776 #> 34 0.123357169 0.015353888 -0.0106213486 -0.0387836763 0.059155370 #> 35 -0.055925561 -0.079829199 0.0925803488 -0.0171792727 -0.082415682 #> 36 0.075147328 0.140107578 -0.0086620715 0.0528734687 0.021517112 #> 37 0.050817553 -0.108545910 0.0586018616 -0.0731934296 -0.089887739 #> 38 0.006777118 -0.086024055 -0.0797119598 -0.1168427644 -0.081765226 #> 39 -0.119843379 -0.118837456 -0.1222567287 -0.0894304282 -0.082270912 #> 40 -0.106028702 -0.064153929 0.1356224682 -0.0001605838 -0.087918196 #> 41 -0.032082227 -0.041916108 -0.0275477504 -0.0343807735 -0.019674710 #> 42 0.014907041 0.049410678 0.0786202187 -0.0675930365 0.056275731 #> 43 -0.065099504 -0.025699104 -0.1274166834 -0.0806049636 -0.159094046 #> 44 -0.148525584 -0.088209039 -0.0495709602 0.0631733469 -0.076565021 #> 45 -0.011443374 -0.105988462 -0.0748893464 -0.0733553279 0.046903247 #> 46 -0.035121394 -0.103975322 -0.0099300091 -0.0285526092 -0.111410532 #> 47 -0.003639838 -0.041218706 -0.0392283549 0.1099467822 0.028310148 #> 48 -0.084725977 -0.046142348 -0.0244633758 0.0515918014 0.087052584 #> 49 -0.091326912 0.045333401 0.0173261308 0.0545225357 0.006857073 #> 50 0.047081484 0.148705600 -0.0532938859 -0.0245874931 0.161059907 #> 51 0.012397709 0.121800675 -0.0661013707 -0.0012084997 0.105103998 #> 52 -0.085956296 0.092850676 0.1143792904 0.2294899501 0.097791303 #> 53 -0.057217740 0.063192998 0.0706593790 0.0269068053 0.093801798 #> 54 0.048197137 0.034586859 -0.0685987413 -0.0193566503 0.080098037 #> 55 -0.013664335 0.008868267 0.0637382353 0.0876385283 0.212082867 #> 56 -0.028577367 -0.002423383 -0.0360192989 -0.0751349493 0.002891161 #> 57 -0.012119235 -0.022695868 -0.1072462562 -0.0587437392 -0.015542547 #> 58 -0.002222125 -0.015387907 -0.0755240630 -0.0862380372 0.032318475 #> 59 -0.011291411 -0.156970218 -0.0917846177 -0.1462667468 -0.147619199 #> 60 0.158275318 0.047769101 -0.0164409360 -0.1503071754 -0.098939901 #> 61 0.614156154 0.037103489 0.0356604114 -0.1172581135 0.035795220 #> 62 0.070594644 0.580664999 0.0083826063 0.1244517972 0.103766708 #> 63 -0.002503025 -0.063271985 0.6523195901 -0.0398352191 -0.021294683 #> 64 -0.115003526 0.093215229 0.0005828042 0.6119015669 0.097785654 #> 65 0.056353352 0.090833685 0.0374268862 0.1160891999 0.593598021 #> 66 0.092407454 0.076232643 0.0070437690 -0.0183836242 0.029021691 #> 67 0.092860798 -0.014674882 -0.0573315836 -0.0231892840 -0.053543417 #> 68 -0.003499797 -0.076896303 0.1152621413 -0.0483193650 -0.015168885 #> 69 0.154866855 0.063876349 0.0501769084 0.0732466016 0.143934188 #> 70 -0.001970344 -0.061004433 0.0142017451 -0.0694107136 0.025268181 #> 71 -0.081195504 -0.026061437 -0.0057581004 -0.0628400465 -0.115424152 #> 72 0.075189384 -0.131028256 0.0589304241 -0.1032001579 -0.027245860 #> 73 0.042319523 0.249454382 -0.0270978609 0.0798176334 0.128881774 #> 74 0.038041640 0.045123260 -0.0784066565 0.0481196597 -0.016616718 #> 75 -0.042181621 0.042068904 0.1658534556 0.1147525557 0.069162503 #> 76 -0.017466591 -0.086266711 0.0774957946 -0.0026903210 -0.095130638 #> 77 0.088490402 0.180802199 -0.0016253180 -0.0196413921 -0.008226119 #> 78 -0.031778944 -0.011947803 0.0363345683 0.0635970167 -0.078767563 #> 79 0.183814397 -0.004079932 -0.0055906592 -0.0635937300 -0.057101227 #> 80 -0.170982138 -0.050730533 -0.0467730420 0.0585271478 -0.077298903 #> 66 67 68 69 70 #> 1 -0.0406019083 -1.070054e-02 0.0664469376 0.0449845417 -0.065170565 #> 2 -0.0374442050 -6.410757e-02 -0.0869710686 0.0223841939 -0.088137532 #> 3 0.1915705719 9.519141e-02 0.0205616304 0.1075529812 -0.053544428 #> 4 -0.0113623363 4.158237e-02 -0.0657702435 0.0056639809 0.004645293 #> 5 -0.0488239555 -4.303647e-02 0.0772283600 0.1557497804 -0.075900474 #> 6 -0.0861734561 -1.106907e-01 -0.1099996666 -0.1613464453 0.069451135 #> 7 -0.0399466112 2.640099e-03 0.1124564006 0.0611908247 0.021594085 #> 8 0.0362713988 7.287294e-05 0.0252601979 0.0594594180 0.075619173 #> 9 0.0034342113 -2.520056e-02 0.1162518603 0.0234426459 0.006118274 #> 10 0.0077949422 -1.253744e-01 -0.0876570681 0.0135278533 -0.174253676 #> 11 -0.0575340563 -9.050279e-02 -0.0025117838 -0.0564817063 -0.082048189 #> 12 0.0385285143 1.441671e-01 -0.0537612761 -0.0977200613 0.019275513 #> 13 -0.0735780315 -3.810756e-02 -0.0749310712 -0.0581344069 -0.099726063 #> 14 0.0490725683 6.165600e-02 0.0092763228 0.0040051195 0.075195707 #> 15 -0.0239952029 1.573107e-02 0.0927466526 -0.0038488298 0.010967144 #> 16 -0.1275121907 -5.839698e-02 0.1088953579 -0.0310312222 -0.064015264 #> 17 -0.0773219113 5.300645e-02 -0.0227722805 -0.0657565517 -0.003008181 #> 18 -0.0882655049 1.209182e-01 0.0336103817 -0.0553100735 0.101591762 #> 19 0.0764477401 5.755573e-03 0.0111716800 0.1543357450 0.008612683 #> 20 0.0421836782 4.968100e-02 0.1476093497 0.0413872291 0.074841340 #> 21 -0.0761951548 -2.994386e-03 0.0488478168 -0.0410974851 -0.108178680 #> 22 -0.0158691277 -9.045883e-03 -0.0309628267 -0.0566698212 -0.016639437 #> 23 0.0949511278 6.171396e-02 -0.0604331965 0.0038157344 -0.074778727 #> 24 -0.0012694720 1.198845e-02 0.0825028983 -0.0025296506 -0.012546658 #> 25 0.0093243910 5.991199e-02 0.0555686679 -0.0719827586 0.176515438 #> 26 0.1288315913 7.086004e-04 -0.1051956253 -0.0836428673 -0.023925189 #> 27 -0.0897141480 -7.639697e-02 -0.1506036328 -0.1097028186 -0.094536184 #> 28 -0.0202790217 3.364261e-02 -0.0674096512 -0.0792415604 -0.061900475 #> 29 -0.0467592341 -6.608733e-02 -0.1077946794 -0.1149703996 -0.063286942 #> 30 -0.1099638260 4.681338e-02 -0.0437968143 -0.0813641693 -0.027105409 #> 31 0.0115007933 -8.324878e-02 -0.0235749440 0.0072575259 0.012930403 #> 32 -0.0295212136 1.415530e-02 -0.0966858246 -0.0700322539 -0.050904519 #> 33 -0.0020747822 -1.027477e-01 -0.0788741630 -0.0926878351 -0.012698281 #> 34 0.0974684342 1.923043e-02 0.0145898871 0.0517835178 0.106232339 #> 35 -0.1141188310 -1.420519e-01 -0.0807586283 -0.1022069549 -0.102603602 #> 36 0.3167965969 4.228668e-02 -0.0167849290 0.1077134202 -0.017940846 #> 37 -0.0930221993 -4.284082e-02 0.0360189015 0.0345540310 0.015992108 #> 38 -0.0883474145 2.743041e-02 -0.1064784864 -0.1740992913 -0.006200867 #> 39 -0.0953772246 -8.484104e-02 0.0141945774 -0.1277851677 -0.042439368 #> 40 -0.0625452124 -5.476935e-02 0.0198188002 -0.0681272936 0.063050555 #> 41 -0.0991921506 -2.126431e-02 -0.1127099307 -0.0898571280 0.020460183 #> 42 -0.0600129791 -2.017859e-02 -0.0082417425 -0.0233231461 0.019924207 #> 43 -0.0203998377 6.652048e-02 -0.0334112095 -0.0416979927 -0.068343712 #> 44 -0.0610891139 -1.431278e-01 -0.1403479980 -0.1558456069 -0.038262602 #> 45 -0.0187885503 -6.475347e-03 0.0297837827 -0.0565831627 0.049138093 #> 46 -0.0460906304 -2.094225e-03 -0.0429351724 -0.0671376510 -0.006403848 #> 47 -0.0041723821 3.767103e-02 0.1230736301 0.0621883442 -0.107361884 #> 48 -0.1325108548 -9.214251e-02 -0.0873132383 -0.0768683757 0.032305247 #> 49 -0.1134930856 -1.067891e-01 -0.0306967714 -0.0494851579 -0.119493080 #> 50 0.0615548318 -2.640921e-02 0.0008000609 0.0693283630 -0.052074305 #> 51 -0.0123626364 2.744110e-02 -0.0234016072 0.1013720244 0.013674934 #> 52 -0.0615666046 -1.108009e-01 -0.0177182651 -0.0285965727 -0.033553941 #> 53 -0.0797347236 -7.245303e-02 -0.0144871098 -0.0652424856 0.046369855 #> 54 0.0147361805 -8.044965e-02 -0.0884688604 0.0613355009 -0.041199376 #> 55 -0.0155226227 -7.145612e-02 -0.0068727039 0.0732838216 -0.026049675 #> 56 -0.0170154628 7.048841e-02 0.0298375625 -0.0187255128 -0.025669964 #> 57 0.0002547548 8.938947e-02 0.0512553367 0.0455504039 0.030974385 #> 58 -0.0303267430 -1.184428e-01 -0.0231300208 0.0113001419 0.034584309 #> 59 -0.0417342180 -3.235791e-03 -0.0335025779 -0.0431391756 -0.012970165 #> 60 0.0670609607 1.191342e-01 -0.0084226825 -0.0193201179 0.055134480 #> 61 0.0764574724 9.064661e-02 -0.0058770347 0.1269137342 -0.001671350 #> 62 0.0937738171 1.660209e-02 -0.0457823862 0.0694143838 -0.027214283 #> 63 -0.0470696487 -9.770920e-02 0.0747214668 -0.0159396484 -0.023662697 #> 64 -0.0320790186 -2.314888e-02 -0.0484420162 0.0475480680 -0.066857132 #> 65 0.0336298424 -3.519947e-02 0.0030120090 0.1365391996 0.046125308 #> 66 0.5982061725 5.975961e-02 0.0113733060 0.0960358414 -0.042529188 #> 67 0.0460238122 6.119420e-01 0.0474984646 0.0004228373 -0.010356209 #> 68 -0.0021994372 4.766152e-02 0.6117789157 0.1675973639 -0.013818544 #> 69 0.1080389805 2.616177e-02 0.1931732463 0.5862030334 -0.035995806 #> 70 -0.0587781641 -1.286939e-02 -0.0164947765 -0.0642479212 0.614455148 #> 71 -0.1032202142 -6.968108e-02 -0.0951845841 -0.0753670610 -0.016862412 #> 72 0.0449991925 -2.656912e-02 0.0548008825 0.0035799516 0.015385372 #> 73 0.1063217204 -8.378579e-02 -0.0766140195 0.0161477380 -0.041172783 #> 74 0.0946173841 1.569725e-01 -0.0145389618 0.0249637505 0.022330588 #> 75 -0.0329698372 1.453787e-02 0.0413658008 0.0729941069 0.111321499 #> 76 -0.0905545125 -5.000176e-02 0.0941385131 -0.0030298705 -0.059490424 #> 77 0.1487864999 1.270824e-02 -0.0606576063 0.0452767547 0.120934067 #> 78 0.0965483460 1.056058e-01 0.0122436170 0.0037143452 0.029255964 #> 79 0.1353957785 9.474119e-02 0.0201499802 0.1069960593 0.062751289 #> 80 -0.0920826456 -5.084210e-02 0.0169158800 -0.1273380999 0.124745053 #> 71 72 73 74 75 #> 1 -0.014778082 -0.0720948118 -0.097727940 -0.0699379472 -1.497338e-02 #> 2 -0.018064332 -0.1393890714 0.002594491 0.0778706687 4.553415e-02 #> 3 -0.012490816 0.0157121153 -0.021565827 0.0543973600 6.241528e-02 #> 4 0.120366900 -0.0861502684 -0.040727802 0.1329689182 -4.020853e-02 #> 5 0.068048832 -0.0105402770 -0.054364930 -0.0065259958 6.399863e-02 #> 6 -0.047143750 -0.0101716064 0.014308155 -0.0841336867 -2.700938e-02 #> 7 0.062935761 -0.0367592416 -0.120110332 -0.0691758106 -9.453679e-02 #> 8 -0.039583181 0.0683639666 -0.021091513 -0.0398059311 1.636594e-01 #> 9 -0.094947815 0.0512750899 0.004277197 -0.0211867116 9.336091e-02 #> 10 -0.007388362 -0.1746019229 0.024992902 0.0274256110 -9.922464e-02 #> 11 0.006007886 -0.0147668465 0.010942892 -0.1278539504 -8.021036e-02 #> 12 0.113418237 0.0163085584 -0.054766588 0.0562052803 -1.185503e-01 #> 13 -0.051889404 -0.0717809130 0.235784500 -0.0308235910 7.368911e-02 #> 14 -0.074165201 0.0662145101 -0.014766127 0.0006059577 4.857751e-02 #> 15 -0.033714304 0.0064072878 0.018097194 -0.0478370538 1.930271e-02 #> 16 -0.091095973 -0.0367170548 -0.078930211 -0.1096493787 5.467798e-02 #> 17 -0.077976009 -0.0158935136 0.043079750 -0.0251203244 -1.300410e-01 #> 18 -0.073035187 0.0062732071 -0.094096125 -0.0185087416 -4.469923e-02 #> 19 -0.063360588 0.1517360726 0.049332094 0.0460356478 5.083705e-02 #> 20 -0.092704334 0.0722636897 -0.049856817 -0.0029325453 5.108199e-03 #> 21 0.044026456 -0.1277057614 -0.088033472 -0.0097640582 -7.276092e-02 #> 22 0.013379121 -0.0497708454 0.011981611 -0.0681330014 7.677209e-02 #> 23 -0.036630765 -0.0801528304 0.116937317 -0.0715093082 -6.445093e-02 #> 24 -0.089405801 0.0540755890 -0.110284865 -0.0373342285 -2.902359e-02 #> 25 -0.000187578 0.0303212633 -0.106126524 -0.0378253902 -6.421647e-02 #> 26 -0.015276396 0.0005166237 0.001985825 0.0073515385 -1.887174e-01 #> 27 -0.007147029 -0.0245285502 0.182494775 -0.0874506472 -4.248146e-02 #> 28 -0.073663491 0.0978397266 -0.076953925 -0.1201611906 -4.340440e-02 #> 29 -0.091053709 0.0805378790 -0.040337692 -0.1002351886 -1.454557e-01 #> 30 0.073348629 -0.0462535021 -0.100989223 0.0212458703 -1.439219e-01 #> 31 0.098318285 -0.0322300016 0.023333159 -0.0637188218 4.523155e-02 #> 32 0.069474863 -0.1788355105 -0.119829286 -0.0235855599 -1.104134e-01 #> 33 -0.012104485 -0.0608235449 0.065995365 -0.0013414345 -2.011584e-02 #> 34 -0.115164146 0.2213838464 0.063479206 0.0269274618 2.061289e-03 #> 35 -0.087372019 -0.0685668525 -0.013228575 -0.1434117426 -5.303267e-02 #> 36 0.034232989 0.1049573429 0.064711553 0.0551395663 -5.445552e-02 #> 37 0.017531013 0.0645298007 -0.084352966 -0.0164609204 2.351333e-02 #> 38 0.007643612 0.0649266990 -0.038118524 -0.0499431947 -8.799450e-02 #> 39 -0.033365724 -0.0162554817 -0.084045693 -0.1128882934 -1.293628e-01 #> 40 0.092125427 0.0187758610 -0.135049551 -0.0742075885 9.645589e-02 #> 41 0.090707711 0.0009575304 -0.120490104 -0.0290178294 -2.558074e-02 #> 42 -0.043974733 -0.0609838336 0.001090726 -0.1318398088 2.400759e-02 #> 43 0.141679345 -0.0880032107 -0.039441266 0.0775691313 -1.061903e-01 #> 44 0.029921764 -0.0760468106 -0.074598671 -0.0805749939 -9.436506e-02 #> 45 -0.112727543 0.1446632026 0.002998396 -0.0212877801 -5.146579e-02 #> 46 0.110072605 -0.0107761059 -0.085659315 -0.0043313774 -2.064207e-02 #> 47 -0.049673174 0.0325957214 -0.078225881 0.0168090989 -4.651986e-02 #> 48 0.023020447 -0.1131540170 0.023751119 0.0490935823 4.469559e-02 #> 49 0.033432529 -0.0950058973 0.081607365 -0.1220323857 1.718088e-02 #> 50 0.029677525 -0.0247627093 0.063659194 0.0236872886 -7.162928e-02 #> 51 0.088875828 -0.0376929098 0.052568079 0.1799259720 8.022757e-03 #> 52 -0.097554144 -0.1219994915 0.125384258 -0.0767449307 1.546707e-01 #> 53 -0.034137319 0.0945513293 -0.026385418 -0.1022590589 1.032800e-01 #> 54 0.041044497 -0.0548876322 0.068599874 0.0813876871 -6.569235e-02 #> 55 -0.019746466 0.0463644651 0.006365636 0.0242519769 7.644772e-02 #> 56 -0.001319432 -0.1045410295 -0.036570583 0.0031698252 -8.680138e-02 #> 57 -0.081971889 -0.0271924088 -0.053019233 0.0223201418 -3.690649e-02 #> 58 -0.020963755 -0.0220369777 0.069683733 0.0306911028 -3.259022e-02 #> 59 0.129317348 0.0395409092 -0.143069823 -0.0108365377 -1.053100e-01 #> 60 0.028874289 0.0452117271 0.009023455 0.0204590911 -4.714905e-02 #> 61 -0.062391164 0.0817179384 0.038580609 0.0180665752 -5.524583e-02 #> 62 0.026234058 -0.0910085468 0.279206622 0.0586393511 6.249585e-02 #> 63 -0.025117198 0.0272955419 -0.069000212 -0.1365451572 1.146258e-01 #> 64 -0.041781120 -0.0944170168 0.078333306 0.0303991823 1.039429e-01 #> 65 -0.076061680 -0.0001591734 0.145700991 -0.0160336503 7.665643e-02 #> 66 -0.068465894 0.0674777280 0.118532787 0.0905923011 -3.008406e-02 #> 67 -0.048662558 -0.0178263796 -0.085310519 0.1392116319 3.687843e-03 #> 68 -0.074003007 0.0637066748 -0.077975696 -0.0321367881 3.067883e-02 #> 69 -0.028609601 0.0380616262 0.040361944 0.0329418065 8.788302e-02 #> 70 0.001642933 0.0216149318 -0.045210692 0.0020565293 9.795830e-02 #> 71 0.632960493 -0.0986594384 -0.112211249 0.0792462439 -3.836627e-02 #> 72 -0.086383653 0.6206847080 -0.115705038 -0.0551919465 -1.134433e-04 #> 73 -0.089667995 -0.1054375694 0.610417239 0.0012432440 4.125955e-02 #> 74 0.118025648 -0.0286883280 0.017479394 0.5941810894 6.024042e-02 #> 75 -0.006497724 0.0194793193 0.050584841 0.0533295634 6.010919e-01 #> 76 0.095346897 0.0093568981 -0.068932376 0.0250655832 3.299944e-05 #> 77 0.005891884 -0.0448878644 0.180022268 0.0889447883 5.251463e-02 #> 78 0.003817494 0.1201046423 -0.075090648 0.1458764834 1.021101e-01 #> 79 -0.075544941 0.0575183447 0.062252232 0.1042280575 1.775848e-02 #> 80 0.047562163 -0.0511666087 -0.108280820 -0.0092667271 7.475975e-03 #> 76 77 78 79 80 #> 1 -0.008962135 -0.138241336 -0.0532877927 -0.138701622 0.0112594878 #> 2 -0.146072383 0.006384835 0.0080823810 -0.030731482 0.0381100918 #> 3 -0.024128873 -0.006315393 0.1329038551 -0.035757304 -0.0259868991 #> 4 -0.041944289 0.071266586 -0.0482706356 -0.004801506 -0.0752302730 #> 5 0.338610245 -0.106522931 -0.0037728509 -0.106965691 -0.0695823114 #> 6 0.011753835 -0.007605022 -0.0812613168 -0.044984098 0.0348165376 #> 7 -0.027010194 -0.034218882 -0.1301609416 -0.032953842 -0.0239520756 #> 8 0.094956510 -0.035171979 0.0010063805 -0.034912036 -0.1242575001 #> 9 -0.112733892 -0.035627767 -0.0336647738 -0.064959046 0.0670302732 #> 10 -0.089101142 -0.075611104 -0.1100400450 -0.102077796 -0.1110302601 #> 11 0.115091966 -0.131964757 -0.1827543176 -0.096118085 -0.1742667461 #> 12 0.055535711 0.035638362 0.0383437114 0.094249608 0.0125564085 #> 13 -0.013327466 0.058472798 -0.0264958846 -0.029223342 -0.0866186345 #> 14 -0.035137562 0.092473531 0.0958506933 0.188035198 0.0637526380 #> 15 -0.087513863 -0.009365557 -0.0482070615 -0.085307023 -0.0320765157 #> 16 0.133989769 -0.171918901 -0.0225582693 -0.135443136 0.0222343149 #> 17 -0.025573710 -0.017007830 -0.0099958188 0.089196757 0.0498942584 #> 18 -0.010054739 -0.139317714 -0.0086536459 -0.096197460 0.1497985947 #> 19 -0.067236147 0.167068537 0.0710553973 0.133857649 -0.1025140097 #> 20 -0.065222964 0.004587168 -0.0340813708 0.243172332 -0.0155835481 #> 21 -0.035070372 -0.122770219 -0.0622775205 -0.141397577 0.1196862912 #> 22 -0.044977981 -0.015531425 0.0266674297 -0.097534562 0.0778993780 #> 23 -0.093708712 0.096023394 -0.0297396732 -0.006042125 -0.0148437052 #> 24 0.080120931 -0.104302697 0.0441039613 0.028459009 -0.0518887567 #> 25 -0.030781858 0.047694200 0.0477486171 -0.006143304 0.2280187759 #> 26 -0.052671395 -0.004597901 -0.1067327519 0.021859817 -0.0764538411 #> 27 0.023008219 -0.025464228 -0.0885850341 -0.114294000 -0.1157762980 #> 28 -0.018312756 -0.122139375 -0.0580151865 -0.142347169 -0.1149195441 #> 29 -0.140942059 -0.084479301 -0.0464791282 -0.021927608 0.0256782175 #> 30 0.014502759 -0.081927214 -0.1078597587 -0.055231072 -0.0369346201 #> 31 0.013530591 0.003413872 0.0511523350 -0.077136576 0.1235837477 #> 32 -0.103901979 0.058901444 -0.0261619162 -0.004059209 -0.0337553372 #> 33 -0.156386372 0.106602882 0.0536950083 0.051376629 0.1547819158 #> 34 -0.023044249 0.150331929 0.1556439188 0.253702036 -0.0303421065 #> 35 0.111522687 -0.091019426 -0.0670897226 -0.038682203 -0.1502893929 #> 36 0.017082950 0.136062265 0.1934146656 0.091449650 -0.0233193077 #> 37 0.121899946 -0.130653970 0.0104558027 -0.018989219 -0.0578810349 #> 38 -0.039287113 -0.083260265 -0.0100164705 -0.028463331 0.0128539833 #> 39 -0.035528890 -0.123054721 -0.0913030289 -0.072704715 0.2107497534 #> 40 -0.015886221 -0.025844078 0.1030207536 -0.075314190 0.1182931729 #> 41 -0.143272220 -0.037059825 -0.1002348974 -0.063587300 0.0530966513 #> 42 0.057538220 -0.078710445 -0.1390889144 -0.153853673 -0.1310829354 #> 43 -0.039223944 0.026887022 -0.0129916564 0.028642118 -0.0009307299 #> 44 -0.114511191 -0.084937491 -0.0552589372 -0.102805504 0.1675251374 #> 45 -0.110364195 -0.056396970 -0.0853317470 0.052860676 0.0418245424 #> 46 0.339817602 -0.105910274 -0.0035674193 -0.071839872 -0.0370999353 #> 47 0.029905242 -0.097529048 -0.0312376596 -0.033849263 0.0290658921 #> 48 -0.036399126 -0.044879798 -0.1332109048 -0.115099940 -0.0513835853 #> 49 0.234553297 -0.132096071 -0.1036116771 -0.146785945 -0.0335837962 #> 50 0.006279867 0.048753020 -0.0378906247 -0.027225922 -0.0835957131 #> 51 -0.059692023 0.090335811 -0.0011854640 0.040726124 -0.0720601489 #> 52 -0.033922762 -0.028597918 -0.0252981355 -0.105495347 0.0179675599 #> 53 -0.105027261 -0.039155287 -0.0006422572 -0.105107218 0.1032559558 #> 54 0.003672109 -0.023659436 -0.0878208216 0.004089745 -0.0586371812 #> 55 0.025013699 -0.051916758 0.0309535836 -0.061998003 0.0463828918 #> 56 -0.049884240 -0.040973039 -0.0428307507 0.015064034 -0.0045815697 #> 57 -0.066495486 0.016737628 0.1060571204 0.129290127 0.0574140223 #> 58 -0.029739811 0.062978586 -0.0561265368 0.139881727 0.0595598972 #> 59 0.037805540 -0.123321333 -0.0963959699 -0.048568638 -0.0520432412 #> 60 0.027186510 0.183349482 0.0307583856 0.104380632 -0.0308064111 #> 61 -0.008171395 0.072718726 -0.0466344128 0.165780001 -0.1781795522 #> 62 -0.043480359 0.198521678 0.0066878839 0.011376827 -0.0244367928 #> 63 0.048627554 -0.055560430 -0.0166843363 -0.061788492 -0.0921338929 #> 64 0.008859462 -0.033158481 0.0509961353 -0.079373539 0.0535843202 #> 65 -0.065277310 -0.003439663 -0.0730648994 -0.054577491 -0.0639381846 #> 66 -0.065309335 0.148964805 0.0976428590 0.133311364 -0.0833300787 #> 67 -0.038492383 -0.000849258 0.0929645122 0.078920977 -0.0558253303 #> 68 0.105810947 -0.074052044 -0.0002346132 0.004492822 0.0120957036 #> 69 0.034218446 0.057458199 0.0168119974 0.116914784 -0.1065823940 #> 70 -0.050494222 0.104863396 0.0141015009 0.044417899 0.1172486443 #> 71 0.085837754 -0.028684132 -0.0298423131 -0.112383676 0.0215604096 #> 72 0.012123540 -0.067188095 0.0987206199 0.032955394 -0.0648925773 #> 73 -0.055898265 0.167989506 -0.0862072013 0.047956751 -0.1117393196 #> 74 0.054335844 0.093148176 0.1509960795 0.106168726 0.0035109228 #> 75 0.022392404 0.049807158 0.1003188081 0.012788290 0.0133427693 #> 76 0.623451350 -0.143199979 -0.0151885979 -0.083264497 -0.0802473275 #> 77 -0.118133107 0.598384478 0.0952735723 0.247504371 -0.0161598972 #> 78 0.008962067 0.094357364 0.5993006855 0.130626260 0.1171698756 #> 79 -0.055934904 0.249767091 0.1338051878 0.596121758 -0.0617884632 #> 80 -0.063754717 -0.024734159 0.1095118217 -0.072625445 0.6069587393 #> attr(,"scaled:center") #> 1 2 3 4 5 6 7 8 #> 0.3680192 0.3707453 0.4074889 0.3810106 0.3980583 0.3734075 0.3718234 0.3765616 #> 9 10 11 12 13 14 15 16 #> 0.3997233 0.3428068 0.3426743 0.4002043 0.3722077 0.3985131 0.3873438 0.3723404 #> 17 18 19 20 21 22 23 24 #> 0.3862770 0.4020182 0.3943649 0.3860073 0.3815162 0.3791991 0.4001531 0.3746161 #> 25 26 27 28 29 30 31 32 #> 0.3905137 0.3770652 0.3656727 0.3584438 0.3743395 0.3662119 0.4016356 0.3432113 #> 33 34 35 36 37 38 39 40 #> 0.3863455 0.3922979 0.3259642 0.4153991 0.3795336 0.3855172 0.3809867 0.3876280 #> 41 42 43 44 45 46 47 48 #> 0.3745778 0.3651949 0.3882276 0.3689703 0.3828337 0.3815258 0.3939995 0.3527037 #> 49 50 51 52 53 54 55 56 #> 0.3830019 0.3800248 0.3962784 0.3739077 0.3984527 0.4016779 0.4062171 0.3821747 #> 57 58 59 60 61 62 63 64 #> 0.3931125 0.3975123 0.3680598 0.4039172 0.3858438 0.4193350 0.3476804 0.3880984 #> 65 66 67 68 69 70 71 72 #> 0.4064020 0.4017938 0.3880580 0.3882211 0.4137970 0.3855449 0.3670395 0.3793153 #> 73 74 75 76 77 78 79 80 #> 0.3895828 0.4058189 0.3989081 0.3765487 0.4016155 0.4006993 0.4038782 0.3930413 #> #> $y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $betahat #> [,1] #> 1 -1.9035888821 #> 2 -0.9029300877 #> 3 -0.4942107782 #> 4 -0.6140307775 #> 5 -1.5517127065 #> 6 -0.8228035805 #> 7 0.0000000000 #> 8 1.4589420981 #> 9 -0.7315114309 #> 10 0.0000000000 #> 11 3.4374110087 #> 12 1.1469109701 #> 13 -0.6015577387 #> 14 -1.1110081046 #> 15 0.2311474504 #> 16 0.0009643318 #> 17 0.0000000000 #> 18 0.4772153224 #> 19 0.8446101713 #> 20 -0.7767180067 #> 21 -0.4506005886 #> 22 0.8439901932 #> 23 -0.5898266545 #> 24 -1.8389568587 #> 25 -0.3592746912 #> 26 0.1311843420 #> 27 -0.7851833690 #> 28 -1.4873244376 #> 29 0.0232907262 #> 30 0.0000000000 #> 31 3.0883882708 #> 32 0.0000000000 #> 33 -0.1872986149 #> 34 -0.4123431570 #> 35 1.9631437648 #> 36 -0.6512089248 #> 37 1.8392039980 #> 38 0.0000000000 #> 39 0.1217290098 #> 40 1.4922433449 #> 41 0.0000000000 #> 42 -1.1193195730 #> 43 1.3614067269 #> 44 -1.1700192890 #> 45 0.4222926451 #> 46 -1.3843561811 #> 47 0.0000000000 #> 48 -1.1699622286 #> 49 0.0000000000 #> 50 -0.2353463536 #> 51 -0.1699496674 #> 52 0.2074591604 #> 53 -0.6886090466 #> 54 2.6401427168 #> 55 2.9703983278 #> 56 0.1516633287 #> 57 -0.1816920214 #> 58 0.3939003497 #> 59 -0.6133103549 #> 60 -0.7940593430 #> 61 -0.6607222975 #> 62 1.5754093589 #> 63 2.7222994281 #> 64 -0.8591706758 #> 65 1.2415037148 #> 66 -0.3992684323 #> 67 0.0823874751 #> 68 -0.1913668048 #> 69 1.2403925734 #> 70 0.0000000000 #> 71 -1.2093377923 #> 72 0.9228759053 #> 73 -0.2130916789 #> 74 0.0000000000 #> 75 -0.1909201542 #> 76 -0.0116552548 #> 77 -0.9136483746 #> 78 0.0000000000 #> 79 -0.5427120211 #> 80 0.5591513219 #> #> $A #> [1] 1 2 3 4 5 6 8 9 11 12 13 14 15 16 18 19 20 21 22 23 24 25 26 27 28 #> [26] 29 31 33 34 35 36 37 39 40 42 43 44 45 46 48 50 51 52 53 54 55 56 57 58 59 #> [51] 60 61 62 63 64 65 66 67 68 69 71 72 73 75 76 77 79 80 #> #> $betamat #> $betamat[[1]] #> [,1] #> [1,] 0.0000000 #> [2,] 0.0000000 #> [3,] 0.0000000 #> [4,] 0.0000000 #> [5,] 0.0000000 #> [6,] 0.0000000 #> [7,] 0.0000000 #> [8,] 0.8739767 #> [9,] 0.0000000 #> [10,] 0.0000000 #> [11,] 0.0000000 #> [12,] 0.0000000 #> [13,] 0.0000000 #> [14,] 0.0000000 #> [15,] 0.0000000 #> [16,] 0.0000000 #> [17,] 0.0000000 #> [18,] 0.0000000 #> [19,] 0.0000000 #> [20,] -0.6226774 #> [21,] 0.0000000 #> [22,] 0.0000000 #> [23,] 0.0000000 #> [24,] 0.0000000 #> [25,] -0.8773080 #> [26,] 0.0000000 #> [27,] 0.0000000 #> [28,] 0.0000000 #> [29,] 0.0000000 #> [30,] 0.0000000 #> [31,] 0.6683782 #> [32,] 0.0000000 #> [33,] 0.0000000 #> [34,] 0.0000000 #> [35,] 0.0000000 #> [36,] 0.0000000 #> [37,] 0.6640140 #> [38,] 0.0000000 #> [39,] 0.0000000 #> [40,] 0.0000000 #> [41,] 0.0000000 #> [42,] 0.0000000 #> [43,] 0.0000000 #> [44,] 0.0000000 #> [45,] 0.0000000 #> [46,] 0.0000000 #> [47,] 0.0000000 #> [48,] 0.0000000 #> [49,] 0.0000000 #> [50,] 0.0000000 #> [51,] 0.0000000 #> [52,] 0.7464148 #> [53,] 0.0000000 #> [54,] 0.6584877 #> [55,] 1.0216020 #> [56,] 0.0000000 #> [57,] -0.8351871 #> [58,] 0.0000000 #> [59,] 0.0000000 #> [60,] 0.0000000 #> [61,] 0.0000000 #> [62,] 0.0000000 #> [63,] 1.2418303 #> [64,] 0.0000000 #> [65,] 0.7063271 #> [66,] 0.0000000 #> [67,] -0.7032370 #> [68,] 0.0000000 #> [69,] 0.0000000 #> [70,] 0.0000000 #> [71,] 0.0000000 #> [72,] 0.0000000 #> [73,] 0.0000000 #> [74,] 0.0000000 #> [75,] 0.0000000 #> [76,] 0.0000000 #> [77,] 0.0000000 #> [78,] 0.0000000 #> [79,] 0.0000000 #> [80,] 0.0000000 #> #> $betamat[[2]] #> [,1] #> [1,] -0.86147440 #> [2,] -0.36768758 #> [3,] 0.00000000 #> [4,] 0.00000000 #> [5,] 0.00000000 #> [6,] 0.00000000 #> [7,] 0.00000000 #> [8,] 1.04174128 #> [9,] -0.48155253 #> [10,] 0.00000000 #> [11,] 1.17698754 #> [12,] -0.23202337 #> [13,] 0.00000000 #> [14,] 0.00000000 #> [15,] 0.00000000 #> [16,] 0.00000000 #> [17,] 0.00000000 #> [18,] 0.00000000 #> [19,] 0.00000000 #> [20,] -0.49015311 #> [21,] 0.00000000 #> [22,] 0.00000000 #> [23,] 0.00000000 #> [24,] 0.00000000 #> [25,] -0.90634112 #> [26,] -0.12535897 #> [27,] 0.00000000 #> [28,] 0.00000000 #> [29,] 0.00000000 #> [30,] 0.00000000 #> [31,] 0.83728489 #> [32,] 0.00000000 #> [33,] 0.00000000 #> [34,] 0.00000000 #> [35,] 0.00000000 #> [36,] 0.00000000 #> [37,] 1.09886221 #> [38,] 0.00000000 #> [39,] 0.00000000 #> [40,] 0.00000000 #> [41,] 0.00000000 #> [42,] 0.00000000 #> [43,] 0.00000000 #> [44,] 0.00000000 #> [45,] 0.00000000 #> [46,] 0.00000000 #> [47,] 0.00000000 #> [48,] 0.00000000 #> [49,] 0.00000000 #> [50,] 0.00000000 #> [51,] 0.00000000 #> [52,] 0.31759954 #> [53,] -0.23704540 #> [54,] 1.11327960 #> [55,] 1.18617166 #> [56,] 0.00000000 #> [57,] -1.00707605 #> [58,] 0.00000000 #> [59,] 0.06897779 #> [60,] 0.00000000 #> [61,] 0.00000000 #> [62,] 0.00000000 #> [63,] 1.51050104 #> [64,] -0.40272260 #> [65,] 0.62287909 #> [66,] 0.00000000 #> [67,] -0.77556984 #> [68,] 0.00000000 #> [69,] 0.00000000 #> [70,] 0.00000000 #> [71,] 0.00000000 #> [72,] 0.62455154 #> [73,] 0.00000000 #> [74,] 0.00000000 #> [75,] 0.08766166 #> [76,] 0.00000000 #> [77,] 0.00000000 #> [78,] 0.00000000 #> [79,] 0.00000000 #> [80,] 0.00000000 #> #> $betamat[[3]] #> [,1] #> [1,] -1.163983005 #> [2,] -0.238486340 #> [3,] 0.000000000 #> [4,] 0.000000000 #> [5,] -0.540618240 #> [6,] -0.679183143 #> [7,] 0.000000000 #> [8,] 0.781515337 #> [9,] -0.285200434 #> [10,] 0.000000000 #> [11,] 1.508971058 #> [12,] -0.126196776 #> [13,] 0.000000000 #> [14,] 0.000000000 #> [15,] 0.000000000 #> [16,] 0.000000000 #> [17,] 0.000000000 #> [18,] 0.000000000 #> [19,] 0.000000000 #> [20,] -0.479305483 #> [21,] 0.000000000 #> [22,] 0.000000000 #> [23,] 0.000000000 #> [24,] -0.245988178 #> [25,] -1.116358229 #> [26,] 0.131105220 #> [27,] 0.000000000 #> [28,] 0.000000000 #> [29,] 0.497494555 #> [30,] 0.000000000 #> [31,] 1.304114113 #> [32,] 0.000000000 #> [33,] -0.277960625 #> [34,] 0.000000000 #> [35,] 0.000000000 #> [36,] 0.000000000 #> [37,] 1.222458034 #> [38,] 0.000000000 #> [39,] 0.000000000 #> [40,] 0.000000000 #> [41,] 0.000000000 #> [42,] 0.000000000 #> [43,] 0.000000000 #> [44,] 0.000000000 #> [45,] 0.000000000 #> [46,] -0.750483990 #> [47,] 0.000000000 #> [48,] -0.503478286 #> [49,] 0.000000000 #> [50,] 0.000000000 #> [51,] 0.000000000 #> [52,] 0.245767132 #> [53,] -0.004124362 #> [54,] 1.785909791 #> [55,] 1.761004765 #> [56,] -0.237462445 #> [57,] -0.733396579 #> [58,] 0.000000000 #> [59,] -0.086760434 #> [60,] 0.000000000 #> [61,] 0.000000000 #> [62,] 0.000000000 #> [63,] 1.766898591 #> [64,] -0.925740220 #> [65,] 0.951854741 #> [66,] 0.000000000 #> [67,] -0.958751692 #> [68,] 0.000000000 #> [69,] 0.000000000 #> [70,] 0.000000000 #> [71,] 0.000000000 #> [72,] 0.817700332 #> [73,] 0.000000000 #> [74,] 0.000000000 #> [75,] -0.302181648 #> [76,] 0.066607562 #> [77,] 0.000000000 #> [78,] 0.000000000 #> [79,] 0.000000000 #> [80,] 0.000000000 #> #> $betamat[[4]] #> [,1] #> [1,] -1.111179e+00 #> [2,] -4.311393e-01 #> [3,] 0.000000e+00 #> [4,] -3.299135e-01 #> [5,] -6.346752e-01 #> [6,] -9.510610e-01 #> [7,] 0.000000e+00 #> [8,] 9.153426e-01 #> [9,] -3.610631e-01 #> [10,] 0.000000e+00 #> [11,] 2.032207e+00 #> [12,] 4.169632e-01 #> [13,] 0.000000e+00 #> [14,] -8.430938e-01 #> [15,] 0.000000e+00 #> [16,] -1.382357e-01 #> [17,] 0.000000e+00 #> [18,] -1.910079e-01 #> [19,] 0.000000e+00 #> [20,] -4.655036e-01 #> [21,] 0.000000e+00 #> [22,] 1.812294e-01 #> [23,] -6.568565e-02 #> [24,] -6.627012e-01 #> [25,] -5.936439e-01 #> [26,] 9.592406e-02 #> [27,] -3.477002e-01 #> [28,] -5.116019e-01 #> [29,] 3.940195e-01 #> [30,] 0.000000e+00 #> [31,] 2.159272e+00 #> [32,] 0.000000e+00 #> [33,] -2.030952e-01 #> [34,] -2.523245e-01 #> [35,] 9.735642e-01 #> [36,] -2.508119e-01 #> [37,] 1.590793e+00 #> [38,] 0.000000e+00 #> [39,] 0.000000e+00 #> [40,] 9.408609e-01 #> [41,] 0.000000e+00 #> [42,] 0.000000e+00 #> [43,] 8.072609e-01 #> [44,] 0.000000e+00 #> [45,] 1.916763e-01 #> [46,] -9.144792e-01 #> [47,] 0.000000e+00 #> [48,] -9.462933e-01 #> [49,] 0.000000e+00 #> [50,] 0.000000e+00 #> [51,] 0.000000e+00 #> [52,] 1.206954e-01 #> [53,] -1.808486e-01 #> [54,] 2.067818e+00 #> [55,] 2.199553e+00 #> [56,] -9.731146e-05 #> [57,] -3.700724e-01 #> [58,] 5.279777e-01 #> [59,] -5.973422e-02 #> [60,] 0.000000e+00 #> [61,] 1.375515e-01 #> [62,] 0.000000e+00 #> [63,] 2.155314e+00 #> [64,] -9.634333e-01 #> [65,] 9.291232e-01 #> [66,] -7.426844e-02 #> [67,] -6.047587e-01 #> [68,] 1.511024e-01 #> [69,] 0.000000e+00 #> [70,] 0.000000e+00 #> [71,] 0.000000e+00 #> [72,] 9.292135e-01 #> [73,] -1.885667e-01 #> [74,] 0.000000e+00 #> [75,] -2.512259e-01 #> [76,] 6.722541e-02 #> [77,] -8.217396e-01 #> [78,] 0.000000e+00 #> [79,] -4.672298e-01 #> [80,] -4.664595e-02 #> #> $betamat[[5]] #> [,1] #> [1,] -1.4308848434 #> [2,] -0.6740809598 #> [3,] 0.0000000000 #> [4,] -0.4530246430 #> [5,] -1.1494387175 #> [6,] -1.0319948623 #> [7,] 0.0000000000 #> [8,] 1.0339825647 #> [9,] -0.4964549552 #> [10,] 0.0000000000 #> [11,] 2.6376397221 #> [12,] 0.7970794103 #> [13,] -0.4719569891 #> [14,] -1.1368148371 #> [15,] 0.0000000000 #> [16,] -0.1845296473 #> [17,] 0.0000000000 #> [18,] 0.0291117573 #> [19,] 0.7493933626 #> [20,] -0.6845086543 #> [21,] -0.1994901914 #> [22,] 0.4346953668 #> [23,] -0.2523387927 #> [24,] -1.2401499360 #> [25,] -0.5785331877 #> [26,] 0.1130141321 #> [27,] -0.3422356475 #> [28,] -0.8129117381 #> [29,] 0.3999465851 #> [30,] 0.0000000000 #> [31,] 2.5851655978 #> [32,] 0.0000000000 #> [33,] 0.0001092634 #> [34,] -0.3038744195 #> [35,] 1.3864692020 #> [36,] -0.3903372982 #> [37,] 1.6441880433 #> [38,] 0.0000000000 #> [39,] 0.0000000000 #> [40,] 1.1870270162 #> [41,] 0.0000000000 #> [42,] 0.0000000000 #> [43,] 1.1865587686 #> [44,] -0.6839275551 #> [45,] 0.2990294921 #> [46,] -1.1967743394 #> [47,] 0.0000000000 #> [48,] -1.1393340835 #> [49,] 0.0000000000 #> [50,] 0.0000000000 #> [51,] -0.0770082888 #> [52,] 0.0895797329 #> [53,] -0.2490092985 #> [54,] 2.2890501713 #> [55,] 2.4386240701 #> [56,] 0.1859309430 #> [57,] -0.2690370414 #> [58,] 0.4531756494 #> [59,] -0.2671876310 #> [60,] 0.0000000000 #> [61,] -0.2334306875 #> [62,] 1.1080311328 #> [63,] 2.4530700543 #> [64,] -1.0779712214 #> [65,] 0.9889812989 #> [66,] -0.2504396486 #> [67,] -0.4298886166 #> [68,] -0.0435187984 #> [69,] 1.0580018782 #> [70,] 0.0000000000 #> [71,] -0.4563182685 #> [72,] 0.9632231351 #> [73,] -0.1528519169 #> [74,] 0.0000000000 #> [75,] -0.3162099265 #> [76,] -0.0233964994 #> [77,] -0.9071100879 #> [78,] 0.0000000000 #> [79,] -0.5493249516 #> [80,] 0.2124504001 #> #> $betamat[[6]] #> [,1] #> [1,] -1.9035888821 #> [2,] -0.9029300877 #> [3,] -0.4942107782 #> [4,] -0.6140307775 #> [5,] -1.5517127065 #> [6,] -0.8228035805 #> [7,] 0.0000000000 #> [8,] 1.4589420981 #> [9,] -0.7315114309 #> [10,] 0.0000000000 #> [11,] 3.4374110087 #> [12,] 1.1469109701 #> [13,] -0.6015577387 #> [14,] -1.1110081046 #> [15,] 0.2311474504 #> [16,] 0.0009643318 #> [17,] 0.0000000000 #> [18,] 0.4772153224 #> [19,] 0.8446101713 #> [20,] -0.7767180067 #> [21,] -0.4506005886 #> [22,] 0.8439901932 #> [23,] -0.5898266545 #> [24,] -1.8389568587 #> [25,] -0.3592746912 #> [26,] 0.1311843420 #> [27,] -0.7851833690 #> [28,] -1.4873244376 #> [29,] 0.0232907262 #> [30,] 0.0000000000 #> [31,] 3.0883882708 #> [32,] 0.0000000000 #> [33,] -0.1872986149 #> [34,] -0.4123431570 #> [35,] 1.9631437648 #> [36,] -0.6512089248 #> [37,] 1.8392039980 #> [38,] 0.0000000000 #> [39,] 0.1217290098 #> [40,] 1.4922433449 #> [41,] 0.0000000000 #> [42,] -1.1193195730 #> [43,] 1.3614067269 #> [44,] -1.1700192890 #> [45,] 0.4222926451 #> [46,] -1.3843561811 #> [47,] 0.0000000000 #> [48,] -1.1699622286 #> [49,] 0.0000000000 #> [50,] -0.2353463536 #> [51,] -0.1699496674 #> [52,] 0.2074591604 #> [53,] -0.6886090466 #> [54,] 2.6401427168 #> [55,] 2.9703983278 #> [56,] 0.1516633287 #> [57,] -0.1816920214 #> [58,] 0.3939003497 #> [59,] -0.6133103549 #> [60,] -0.7940593430 #> [61,] -0.6607222975 #> [62,] 1.5754093589 #> [63,] 2.7222994281 #> [64,] -0.8591706758 #> [65,] 1.2415037148 #> [66,] -0.3992684323 #> [67,] 0.0823874751 #> [68,] -0.1913668048 #> [69,] 1.2403925734 #> [70,] 0.0000000000 #> [71,] -1.2093377923 #> [72,] 0.9228759053 #> [73,] -0.2130916789 #> [74,] 0.0000000000 #> [75,] -0.1909201542 #> [76,] -0.0116552548 #> [77,] -0.9136483746 #> [78,] 0.0000000000 #> [79,] -0.5427120211 #> [80,] 0.5591513219 #> #> #> $new2As #> $new2As[[1]] #> [1] 8 20 25 31 37 52 54 55 57 63 65 67 #> #> $new2As[[2]] #> [1] 1 2 9 11 12 26 53 59 64 72 75 #> #> $new2As[[3]] #> [1] 5 6 24 29 33 46 48 56 76 #> #> $new2As[[4]] #> [1] 4 14 16 18 22 23 27 28 34 35 36 40 43 45 58 61 66 68 73 77 79 80 #> #> $new2As[[5]] #> [1] 13 19 21 44 51 62 69 71 #> #> $new2As[[6]] #> [1] 3 15 39 42 50 60 #> #> #> $mu #> [,1] #> [1,] -0.1434088 #> #> $meanx #> 1 2 3 4 5 6 7 8 #> 0.3680192 0.3707453 0.4074889 0.3810106 0.3980583 0.3734075 0.3718234 0.3765616 #> 9 10 11 12 13 14 15 16 #> 0.3997233 0.3428068 0.3426743 0.4002043 0.3722077 0.3985131 0.3873438 0.3723404 #> 17 18 19 20 21 22 23 24 #> 0.3862770 0.4020182 0.3943649 0.3860073 0.3815162 0.3791991 0.4001531 0.3746161 #> 25 26 27 28 29 30 31 32 #> 0.3905137 0.3770652 0.3656727 0.3584438 0.3743395 0.3662119 0.4016356 0.3432113 #> 33 34 35 36 37 38 39 40 #> 0.3863455 0.3922979 0.3259642 0.4153991 0.3795336 0.3855172 0.3809867 0.3876280 #> 41 42 43 44 45 46 47 48 #> 0.3745778 0.3651949 0.3882276 0.3689703 0.3828337 0.3815258 0.3939995 0.3527037 #> 49 50 51 52 53 54 55 56 #> 0.3830019 0.3800248 0.3962784 0.3739077 0.3984527 0.4016779 0.4062171 0.3821747 #> 57 58 59 60 61 62 63 64 #> 0.3931125 0.3975123 0.3680598 0.4039172 0.3858438 0.4193350 0.3476804 0.3880984 #> 65 66 67 68 69 70 71 72 #> 0.4064020 0.4017938 0.3880580 0.3882211 0.4137970 0.3855449 0.3670395 0.3793153 #> 73 74 75 76 77 78 79 80 #> 0.3895828 0.4058189 0.3989081 0.3765487 0.4016155 0.4006993 0.4038782 0.3930413 #> #> $normx #> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [77] 1 1 1 1 #> #> $normy #> [1] 1 #> #> $eta #> [1] 0.5 #> #> $K #> [1] 6 #> #> $kappa #> [1] 0.5 #> #> $select #> [1] "pls2" #> #> $fit #> [1] "regression" #> #> $projection #> [1] NA #> #> attr(,"class") #> [1] "spls" #> #> $DKsplsDR_modplsr #> $call #> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE, #> scale.Y = FALSE) #> #> $X #> 1 2 3 4 5 #> 1 0.6319808271 -0.0468895392 0.026432882 -0.065528291 0.125596242 #> 2 -0.0441634531 0.6292547409 0.097144705 0.075576080 -0.076236750 #> 3 0.0659026160 0.1338883528 0.592511093 0.019313196 0.090347968 #> 4 -0.0525368631 0.0858414215 -0.007165111 0.618989399 -0.018389992 #> 5 0.1556354142 -0.0489236644 0.080917406 -0.001342248 0.601941655 #> 6 -0.1064926735 -0.1117065224 -0.115118635 -0.075669541 0.004599051 #> 7 0.0271328541 -0.0790221348 -0.071772983 0.036328523 -0.035733147 #> 8 -0.0742683270 -0.0754247144 0.089910848 0.005771979 0.060564400 #> 9 0.1372286219 0.0970028449 0.049766413 -0.014297631 -0.060595071 #> 10 0.0273459634 0.1953370541 -0.003545919 -0.015302661 -0.030347091 #> 11 -0.0214268797 -0.1834919048 -0.130987316 -0.091638809 -0.004465239 #> 12 -0.0430872549 -0.1193010705 -0.038243445 -0.019505877 -0.035560314 #> 13 -0.0758871492 0.0016510091 -0.035671232 -0.091555920 -0.044400051 #> 14 -0.0806253918 -0.0093805587 -0.009400559 -0.061480100 -0.011777593 #> 15 0.1353484444 -0.0071892947 0.021623230 -0.006898053 -0.053030687 #> 16 0.0710929988 -0.0181347414 -0.044541145 -0.069694667 0.205701141 #> 17 -0.1011538284 -0.0226883229 -0.108648102 -0.074462777 -0.101145380 #> 18 0.1838703555 -0.0180696541 -0.032436591 -0.013381911 0.020365035 #> 19 -0.0424204422 -0.0100925414 0.033057147 0.052333325 -0.012968586 #> 20 0.0087029304 -0.0727692086 -0.052024738 -0.066220882 -0.078032758 #> 21 0.1041520477 0.0990872915 0.024339997 0.016674279 0.036214693 #> 22 0.0093877335 -0.0412511677 0.006611718 -0.142897915 0.064658383 #> 23 -0.0700158059 0.0749481147 0.079232798 0.010570684 -0.077173373 #> 24 -0.0139588371 -0.0581417647 0.026503980 0.021639867 0.040827087 #> 25 -0.0231204481 -0.1236464885 -0.009783444 -0.119835949 -0.041561592 #> 26 -0.0395303980 -0.1003510251 -0.059631887 0.025303705 -0.096904435 #> 27 -0.1431403735 -0.0972523961 -0.088401563 -0.078265792 -0.051897676 #> 28 -0.0326655612 -0.1238561769 0.069321347 -0.077896057 -0.017508095 #> 29 -0.0656356419 0.0224292246 -0.025148515 -0.080842504 -0.132397018 #> 30 -0.0905841409 -0.0471014711 -0.122410567 -0.026401797 -0.036685030 #> 31 0.0407870418 0.0609992210 0.132577993 -0.076611703 0.052682562 #> 32 -0.0880245433 0.0682289338 -0.079637224 0.061262863 -0.085402414 #> 33 -0.0050381717 0.1275764708 -0.037148486 -0.025937976 -0.144753605 #> 34 -0.0690472080 -0.0777098269 -0.080463119 -0.019103657 -0.095797035 #> 35 -0.0086049022 -0.1417369154 -0.111700903 -0.089376679 0.037694414 #> 36 0.0062152567 -0.0278169418 0.038979277 -0.021586196 0.008384142 #> 37 -0.0289165129 -0.0958364503 0.018427365 -0.044034414 0.116444826 #> 38 -0.0363147122 -0.0948329911 -0.068603532 -0.066656059 -0.109103953 #> 39 -0.0258203508 -0.0237318404 -0.107890515 -0.121543145 -0.081272194 #> 40 0.0380201457 -0.0060570990 0.083744510 -0.030084102 0.065668630 #> 41 -0.0993390231 0.0584809366 -0.064969690 0.137683086 -0.105374401 #> 42 0.0700126359 -0.1241033443 0.002497697 -0.028585070 0.070049651 #> 43 -0.0211281994 -0.0284217958 -0.053753241 0.017346911 -0.013187317 #> 44 -0.0004937222 0.0701719596 -0.002830454 -0.063674760 -0.096611007 #> 45 -0.0604248349 -0.0286170612 -0.069131439 -0.050278500 -0.151509447 #> 46 -0.0558843486 -0.1555877527 -0.042574966 -0.034712829 0.206647092 #> 47 0.0936009016 0.0629061722 0.091555835 0.018534625 0.069321238 #> 48 -0.0997961003 0.0332786194 -0.087978841 0.127940196 -0.049034949 #> 49 0.0650585845 -0.0637527076 -0.062547705 -0.084357824 0.183782175 #> 50 0.0366436888 -0.0007464779 -0.069915738 0.065571320 -0.034134002 #> 51 0.0451426375 0.0653956474 -0.046871985 0.189165024 -0.034751653 #> 52 -0.0490627519 0.1518457317 0.084963995 -0.067672074 0.005800936 #> 53 0.1177160372 0.0375154134 -0.004098829 -0.062601049 -0.081183176 #> 54 -0.0900261072 0.1016331758 0.001235433 0.096635763 0.032643182 #> 55 -0.0239027665 0.1477909120 0.103120231 0.072013357 0.057253608 #> 56 0.1650300010 -0.0375606078 -0.030208499 0.106910739 -0.060379015 #> 57 0.1433223491 0.0168379879 -0.051904690 -0.003085710 -0.042444543 #> 58 -0.0957623674 0.1053859218 -0.109156156 0.004149554 -0.073785537 #> 59 0.0113009416 -0.1385367175 -0.087268234 -0.020535389 -0.008481065 #> 60 -0.0639422193 -0.1095539482 -0.032447959 -0.012671600 -0.020345665 #> 61 -0.1205091364 -0.0673792317 0.014867304 0.026731941 -0.051462269 #> 62 -0.0043445508 0.0807737521 0.008204555 0.061808287 -0.013925176 #> 63 -0.0879340137 -0.1039639668 0.056798518 -0.006827782 0.010867508 #> 64 0.0588344139 0.1446945103 0.076343844 -0.005816139 0.138486145 #> 65 0.0344769812 0.1449480685 0.063299504 0.119885909 -0.037380530 #> 66 -0.0068272537 -0.0063956366 0.185875492 0.009420890 -0.045088473 #> 67 0.0093383120 -0.0467948016 0.075760535 0.048629798 -0.053036782 #> 68 0.0866488490 -0.0694952434 0.001293807 -0.058559760 0.067391099 #> 69 0.0907623355 0.0654359015 0.113861041 0.038450347 0.171488402 #> 70 -0.0476448858 -0.0733379391 -0.075488483 0.009179543 -0.088413967 #> 71 -0.0157577483 -0.0217700842 -0.052940216 0.106395806 0.037029994 #> 72 -0.0607986927 -0.1308190384 -0.012461500 -0.087845577 -0.029283330 #> 73 -0.0761643523 0.0214319931 -0.039471973 -0.032155642 -0.062840514 #> 74 -0.0321382095 0.1129443202 0.052727363 0.157777228 0.001234570 #> 75 0.0159155067 0.0736969407 0.053834425 -0.022311073 0.064848342 #> 76 -0.0004326578 -0.1402689919 -0.055069130 -0.046406239 0.317100550 #> 77 -0.1046449866 0.0372550986 -0.012188778 0.091871507 -0.102965753 #> 78 -0.0206076511 0.0380364365 0.126114262 -0.028581922 -0.001131881 #> 79 -0.1028425521 0.0024015016 -0.039367968 0.018066135 -0.101145794 #> 80 0.0362815756 0.0604060934 -0.040434546 -0.063199613 -0.074599396 #> 6 8 9 11 12 #> 1 -0.111881000 -0.082810757 0.105524493 0.0039179744 -0.0752723516 #> 2 -0.114368763 -0.081241059 0.068024802 -0.1554209646 -0.1487600810 #> 3 -0.081037228 0.120838152 0.057532019 -0.0661727271 -0.0309588070 #> 4 -0.068066439 0.010220977 -0.033010332 -0.0533025270 -0.0386995457 #> 5 0.029249896 0.082061141 -0.062260027 0.0509187877 -0.0377062385 #> 6 0.626592501 -0.004766491 -0.062052864 0.0570497142 0.0365868456 #> 7 -0.042026006 -0.006974117 -0.011249844 0.1370983280 0.0515709035 #> 8 -0.001612387 0.623438397 -0.094984214 0.1286995404 -0.0660159220 #> 9 -0.035737062 -0.071822516 0.600276698 -0.0238152762 -0.1224536234 #> 10 -0.100914745 -0.099285454 -0.087376087 -0.1037887432 -0.1521091457 #> 11 0.026316534 0.094812256 -0.080864259 0.6573256812 0.0570727916 #> 12 0.063383616 -0.042373256 -0.121972656 0.1146027423 0.5997957305 #> 13 -0.021665896 0.006716580 -0.020969447 0.0329942891 -0.0248732981 #> 14 0.138774777 -0.020509664 -0.069284967 -0.0669163913 0.0840335936 #> 15 -0.119891312 -0.002548032 0.191970272 0.0227491582 -0.0471685754 #> 16 0.024741145 0.021749337 0.005492084 -0.0217860615 -0.1313241472 #> 17 0.018159515 -0.109037423 -0.013377746 -0.0191690561 0.1424719024 #> 18 0.037309400 -0.028605082 0.071429823 -0.0337257661 0.0141526512 #> 19 -0.059605405 -0.023711638 0.156643511 -0.0195256011 -0.0399003899 #> 20 0.021216163 -0.016135372 0.052910892 0.0531868665 0.0347668050 #> 21 -0.054742691 -0.108078264 -0.032683317 -0.0951871022 -0.1091672617 #> 22 0.038668600 0.007714768 -0.013788714 0.0036490344 0.0568498323 #> 23 -0.058461323 -0.015767082 -0.033397018 -0.0873828609 -0.0397816589 #> 24 -0.013522078 0.056000224 -0.073551437 0.0002165783 -0.0453500674 #> 25 0.151333165 -0.013374462 -0.031333776 -0.0209046122 0.1907338095 #> 26 0.079595051 -0.070021060 -0.071566060 0.1093947348 0.1732338702 #> 27 0.048021271 -0.002726319 -0.074781721 0.0820233218 0.0305990636 #> 28 -0.060866773 0.080404696 -0.002114800 0.0034216771 -0.0471661559 #> 29 0.062510974 -0.156255463 0.084922004 -0.0554037407 0.0217573717 #> 30 0.024900800 -0.130741378 -0.131544937 -0.0218331177 0.0674962062 #> 31 -0.046146206 -0.043523984 -0.014247200 -0.0505758090 -0.0002631462 #> 32 -0.093041649 -0.087750682 -0.173642777 -0.1051240742 0.0001065066 #> 33 0.002824666 -0.143738559 0.121175912 -0.1114122502 -0.0933852463 #> 34 -0.045954990 0.028398321 -0.051299819 -0.0229524767 0.0410519464 #> 35 0.025300030 0.013765952 -0.150641957 -0.0153455925 -0.0996892534 #> 36 -0.044867571 0.034689790 -0.059054653 0.0065875294 0.0937675610 #> 37 0.005046693 0.003675542 -0.025477793 0.0380004730 -0.0154526034 #> 38 0.102654349 -0.088630528 -0.031071839 0.0874730971 0.1598375053 #> 39 0.148068274 -0.160753457 0.021438759 0.0086524200 0.0457442716 #> 40 0.001980849 0.004817669 0.074335295 -0.0881367637 -0.0357961148 #> 41 0.020651819 -0.047121108 0.030792355 -0.0660364843 -0.0235814244 #> 42 -0.061075962 0.187151590 -0.058812819 0.0772194253 -0.0952981339 #> 43 -0.028771238 -0.086787571 -0.128497540 -0.0044023085 0.1290318851 #> 44 0.082996774 -0.124298321 0.069903541 -0.1036416714 -0.0659248923 #> 45 0.031703027 -0.040410785 0.180629507 0.0593893195 0.0130328811 #> 46 0.169095582 0.129023372 -0.173234177 0.0878412913 0.0937711227 #> 47 -0.024446011 -0.023983950 0.074909525 0.0043630556 -0.0638930030 #> 48 0.050427880 0.013655510 0.004126536 0.0069867978 -0.1114769617 #> 49 0.097539678 -0.023108113 -0.030141475 0.1336436041 -0.0174429561 #> 50 -0.103885013 -0.007236699 -0.046398518 0.0464920560 -0.0241866265 #> 51 -0.076738249 -0.042734778 0.057270408 -0.0163232910 -0.0366049781 #> 52 -0.049365323 0.019223536 0.095856216 -0.1065996776 -0.1992075811 #> 53 -0.022645581 -0.060640887 0.326980033 -0.0647476232 -0.1001331140 #> 54 0.048383849 0.018180147 -0.120315381 -0.0311464880 -0.0304098109 #> 55 -0.043971781 0.001362194 0.025917306 -0.1226957365 -0.1459472634 #> 56 -0.097584163 -0.093782694 -0.010914306 -0.0585962435 -0.0194393079 #> 57 -0.084046393 -0.108365291 0.008864486 -0.0711739329 -0.0424523041 #> 58 0.103461527 -0.078997502 -0.060940195 -0.0151231833 0.0030525076 #> 59 0.022529936 0.020917462 -0.150384753 0.1092106787 0.1298069559 #> 60 0.083829041 -0.027986469 -0.114605316 0.0359434071 0.2175655205 #> 61 -0.059267632 0.090753820 -0.063235680 0.0640791403 0.0210864514 #> 62 -0.065338891 -0.030223238 0.041160652 -0.0250639600 0.0151757271 #> 63 -0.076052165 0.165785543 -0.021574515 0.0060440771 -0.0895984733 #> 64 -0.019052686 -0.010986908 0.048293325 -0.1008893068 -0.1058852778 #> 65 -0.053177064 0.107204083 0.155391837 0.0063699732 -0.1416034769 #> 66 -0.057787128 0.061503623 0.005504737 0.0015854525 0.0401180724 #> 67 -0.096040191 0.011569299 -0.036865833 -0.0451190789 0.1320208526 #> 68 -0.095186082 0.036919679 0.104749643 0.0430349817 -0.0657444613 #> 69 -0.120956978 0.096694781 0.037516311 0.0146409415 -0.0841273642 #> 70 0.081588488 0.084602422 -0.008060176 -0.0391776564 0.0046160953 #> 71 -0.053511742 -0.049105278 -0.127631610 0.0303730745 0.0802534740 #> 72 -0.004263814 0.071117655 0.030867080 0.0218741267 -0.0045804191 #> 73 0.030483416 -0.008070355 -0.005863343 0.0578513340 -0.0653880970 #> 74 -0.051722275 -0.010548624 -0.015091103 -0.0647093586 0.0618199214 #> 75 -0.001508826 0.186005803 0.092545661 -0.0239766259 -0.1198465178 #> 76 0.014894985 0.094943557 -0.135908543 0.1489662968 0.0318800910 #> 77 0.020603001 -0.010118060 -0.033735547 -0.0730235532 0.0370496151 #> 78 -0.053969502 0.025144092 -0.032688761 -0.1247293219 0.0388387564 #> 79 -0.014513355 -0.007595397 -0.060804105 -0.0349141615 0.0979235813 #> 80 0.054450299 -0.107777843 0.060348232 -0.1238998042 0.0053933996 #> 13 14 15 16 18 #> 1 -0.0800756497 -0.1111193389 1.160238e-01 0.066771811 0.149871372 #> 2 0.0001885948 -0.0371484196 -2.378783e-02 -0.019729843 -0.049342551 #> 3 -0.0003899980 -0.0004247717 4.176834e-02 -0.009392598 -0.026965840 #> 4 -0.0827529922 -0.0789826190 -1.323125e-02 -0.061024426 -0.034389466 #> 5 -0.0185493793 -0.0122323678 -4.231614e-02 0.231419126 0.016405224 #> 6 -0.0204660704 0.1136691561 -1.338276e-01 0.025808284 0.008698744 #> 7 -0.1620608263 -0.0030245121 -5.375010e-02 -0.104571914 -0.052777417 #> 8 0.0110705097 -0.0424611804 -1.333022e-02 0.025970580 -0.054061635 #> 9 0.0065461814 -0.0680747849 2.043498e-01 0.032875026 0.069134969 #> 10 -0.0394984234 -0.1291575317 -6.424311e-02 -0.093060511 -0.094579277 #> 11 0.0034609345 -0.1227551924 -2.192032e-02 -0.051452103 -0.093069603 #> 12 0.0031232981 0.0857247432 -3.430810e-02 -0.103460238 0.012338765 #> 13 0.6277923266 -0.1067093795 1.470811e-01 -0.035658344 -0.107768403 #> 14 -0.0804039329 0.6014868800 -1.614769e-01 0.032488705 -0.021489394 #> 15 0.1622172144 -0.1726462215 6.126562e-01 -0.008087186 0.056171543 #> 16 -0.0355256567 0.0063159452 -2.309062e-02 0.627659639 0.130304964 #> 17 0.1120435208 0.0410993748 -1.948185e-02 -0.012736511 0.092193258 #> 18 -0.0779579205 -0.0179843575 7.084591e-02 0.159982760 0.597981844 #> 19 0.0564476922 -0.0419577299 1.059083e-01 -0.111910864 -0.072576636 #> 20 -0.1244288725 0.1950949807 -7.117901e-02 -0.038008828 -0.019052478 #> 21 -0.1148404014 -0.0080427905 -5.283308e-02 0.123725987 0.077635458 #> 22 0.0667805868 0.0675065260 2.519767e-03 0.068545130 -0.028745424 #> 23 0.0711449022 -0.0302378546 3.159805e-02 -0.035675860 -0.017987428 #> 24 -0.1553071161 0.1419302773 -1.160990e-01 0.118458480 -0.024625685 #> 25 -0.0690917088 0.1524599487 -3.655160e-02 -0.063572088 0.073747846 #> 26 -0.1150968922 0.0335597291 -1.147487e-01 -0.113859574 -0.029673762 #> 27 0.3158604120 -0.1156868572 1.893896e-02 -0.068617162 -0.108095779 #> 28 0.0038076587 -0.1417684508 1.097963e-01 -0.001992597 -0.043463801 #> 29 -0.0430875131 -0.0058741182 -9.259593e-04 -0.030872488 0.044208703 #> 30 -0.1247111148 0.0373771672 -1.497990e-01 -0.060465351 0.005254372 #> 31 0.0004914755 0.0136718692 3.568971e-02 0.011522980 -0.048372033 #> 32 -0.1000775545 -0.0311711923 -1.213927e-01 -0.075656807 -0.105603064 #> 33 0.0812958593 -0.0448258492 4.808923e-02 -0.035976781 -0.042835652 #> 34 0.0002054553 0.1008355677 -4.225396e-02 -0.061575167 -0.015395828 #> 35 0.0175583523 -0.1194376421 -7.771203e-02 0.037436350 -0.108868119 #> 36 0.0118128035 -0.0042058753 1.177204e-02 -0.071901376 -0.023230969 #> 37 -0.0925477140 0.0648893998 -7.126367e-02 0.046210781 -0.015535860 #> 38 -0.0081635504 0.0197495666 -1.529523e-02 -0.045858314 0.092284165 #> 39 -0.1035619071 0.1026971182 -1.288606e-01 0.032084598 0.076095646 #> 40 -0.0506783431 0.0533667195 1.739198e-02 0.157540840 -0.040556350 #> 41 -0.0724810361 -0.0306971220 1.835853e-03 -0.049065113 0.020221498 #> 42 0.0656710089 -0.1716314959 1.355735e-01 0.012512172 0.007591313 #> 43 -0.0015439765 0.0162176446 -3.151831e-02 -0.025947888 -0.031831210 #> 44 -0.0772951016 -0.0291126450 -7.404833e-02 -0.024922266 -0.031109226 #> 45 -0.0318650067 0.0240643089 5.984117e-03 -0.086444093 0.085206001 #> 46 -0.0542482270 0.0322588041 -1.582937e-01 0.073753157 0.014952288 #> 47 -0.0363154045 -0.0436916214 3.984443e-05 0.005818471 0.074411244 #> 48 -0.0134050011 -0.1548841692 -3.803382e-02 -0.070381902 -0.021925354 #> 49 0.1261561114 -0.0512459015 -6.216199e-02 0.164299435 0.015397519 #> 50 0.0285810998 -0.1225449708 2.935471e-02 -0.096007857 -0.018603359 #> 51 0.1053567976 -0.1407711823 1.691509e-01 -0.078522979 0.020739817 #> 52 0.1208982162 -0.0915507435 4.981500e-02 0.130785472 -0.075245703 #> 53 0.0709835080 -0.1103857715 2.289857e-01 0.005491472 0.066187515 #> 54 -0.0429983648 0.0177911074 -1.023100e-01 -0.003165010 -0.007583933 #> 55 -0.0594309496 0.0290962823 -6.088814e-02 0.104143136 0.044773874 #> 56 -0.0756917028 -0.1169767963 8.086505e-02 -0.021942821 0.103425819 #> 57 -0.0597636180 -0.0020537038 1.731997e-02 0.034691933 0.129770781 #> 58 -0.0301980285 0.1494574562 -1.191999e-01 -0.036262952 -0.042602986 #> 59 -0.1414119627 0.0340981929 -1.172786e-01 -0.101934685 -0.012364561 #> 60 0.0249753139 0.1151514561 -1.350035e-02 -0.108567146 -0.034275139 #> 61 -0.0259308764 -0.0049867883 -3.308788e-02 -0.131704582 -0.103206522 #> 62 0.2658016631 -0.0657864083 1.476270e-01 -0.062609929 -0.054049524 #> 63 -0.0421011895 -0.1078852563 4.821412e-02 0.006696832 -0.155475445 #> 64 0.0857347982 -0.0303830942 -2.106455e-02 0.138307411 0.030734759 #> 65 -0.0061095249 -0.0758658557 7.077679e-02 0.036309875 0.103952452 #> 66 -0.0439918773 0.0523532759 -9.545169e-03 -0.098058724 -0.088489833 #> 67 -0.0222572054 0.0512009086 1.644531e-02 -0.042679307 0.106958077 #> 68 -0.0589176603 -0.0010157129 9.362394e-02 0.124776082 0.019813310 #> 69 -0.0165451137 0.0192889661 2.260434e-02 0.010425384 -0.043531263 #> 70 -0.0863888848 0.0622274391 9.168202e-03 -0.050810772 0.085118458 #> 71 -0.0570575700 -0.1056388135 -5.401859e-02 -0.096396827 -0.108013836 #> 72 -0.0646732943 0.0470166822 -1.621213e-03 -0.029742123 -0.016429657 #> 73 0.2531595878 -0.0236964858 2.033616e-02 -0.061687810 -0.106531520 #> 74 0.0027876462 0.0079117483 -2.936194e-02 -0.076170829 -0.014707987 #> 75 0.1003894910 0.0489724452 3.086697e-02 0.081245674 -0.047809334 #> 76 -0.0089864897 -0.0571020320 -9.830901e-02 0.138198058 -0.035524245 #> 77 0.0878806475 0.0955759329 4.906172e-03 -0.142643739 -0.139720347 #> 78 0.0019957566 0.0980368878 -3.485154e-02 0.005800685 -0.009972487 #> 79 0.0024472267 0.1934003207 -6.877257e-02 -0.103905254 -0.094337373 #> 80 -0.0657850472 0.0582807787 -2.637905e-02 0.042935215 0.140821699 #> 19 20 21 22 23 #> 1 -0.0687661350 -9.285192e-03 0.090655069 -0.0017921732 -0.102149726 #> 2 -0.0337121480 -8.803125e-02 0.088316399 -0.0497049882 0.045540281 #> 3 0.0461811889 -3.054313e-02 0.050312753 0.0349015452 0.086568612 #> 4 0.0389790602 -7.121758e-02 0.016168729 -0.1410863938 -0.008571808 #> 5 -0.0092751064 -6.598171e-02 0.052756887 0.0835176485 -0.079268121 #> 6 -0.0805627715 8.616367e-03 -0.062851343 0.0328770200 -0.085206916 #> 7 -0.0327783864 1.655765e-01 0.050570982 -0.0417871003 -0.072218882 #> 8 -0.0415149003 -2.558106e-02 -0.113032813 0.0050772916 -0.039358572 #> 9 0.1620019466 6.662690e-02 -0.014476168 0.0067355076 -0.033826809 #> 10 -0.1166426799 -1.283942e-01 0.147297446 -0.1151435873 0.011953311 #> 11 -0.0712161480 9.853890e-03 -0.134028935 -0.0328757264 -0.144861635 #> 12 -0.0340609860 4.896378e-02 -0.090479144 0.0778550223 -0.039730482 #> 13 0.0342904999 -1.382285e-01 -0.124148880 0.0597891806 0.043199483 #> 14 -0.0378094756 2.076008e-01 0.008954178 0.0868205664 -0.031877827 #> 15 0.0988872436 -6.984251e-02 -0.047005434 0.0106644803 0.018788754 #> 16 -0.1339353695 -5.167576e-02 0.114550195 0.0616864106 -0.063488592 #> 17 0.0115295879 -4.930873e-06 -0.093530449 -0.0017362779 0.036251710 #> 18 -0.0649233455 -3.041617e-03 0.098137463 -0.0059263478 -0.016122364 #> 19 0.6056351343 4.237732e-02 -0.157228144 -0.0827740226 -0.009339611 #> 20 0.0340197490 6.139927e-01 -0.050142296 -0.0297572685 -0.102104661 #> 21 -0.1700768583 -5.463344e-02 0.618483848 0.0061144744 0.040561245 #> 22 -0.0979398088 -3.656548e-02 0.003797402 0.6208009205 -0.013395145 #> 23 -0.0035513838 -8.795886e-02 0.059198186 0.0075588685 0.599846907 #> 24 -0.0729375842 1.030888e-01 0.027090889 -0.0879331842 -0.102019207 #> 25 -0.0446985469 6.529741e-02 -0.009490643 0.1410433879 -0.028643039 #> 26 -0.0491033141 1.004505e-01 -0.067015055 -0.0495047714 -0.043946235 #> 27 -0.0015918133 -1.759781e-01 -0.141298261 0.0569566385 0.063929942 #> 28 -0.0406259659 -1.284869e-01 -0.087761690 0.0581124131 0.021909772 #> 29 0.0341872587 5.823311e-03 -0.049253813 -0.0561025655 -0.009294924 #> 30 -0.1051587437 8.172982e-03 0.054180006 -0.0546417820 -0.043644409 #> 31 -0.0376906900 -8.443012e-02 0.043013945 0.1596469944 0.054731912 #> 32 -0.1383125898 -7.913921e-02 0.059580771 -0.0089976406 0.014169875 #> 33 0.0308493611 -1.565581e-02 0.050844017 -0.0300211179 0.041484758 #> 34 0.1381196109 5.837906e-02 -0.156108351 -0.0807796545 -0.030399110 #> 35 -0.1248694873 -1.147007e-01 -0.103015293 -0.1113678924 -0.080785293 #> 36 0.0881126091 -6.370388e-02 -0.084493509 0.0387659723 0.132498208 #> 37 0.0416836335 6.942302e-02 -0.035408614 -0.0203842445 -0.120310181 #> 38 -0.0247388150 2.208034e-03 -0.012263905 0.0039822411 -0.054518209 #> 39 -0.1238571746 7.546191e-02 0.110025533 0.0033537891 -0.026932234 #> 40 -0.0458467863 -1.062531e-02 0.038902235 0.1721683937 -0.023637219 #> 41 -0.0176101386 -1.645882e-02 0.031840618 -0.0101008541 0.006105060 #> 42 -0.0432260500 -1.282252e-01 -0.060447533 -0.0395772863 0.063986216 #> 43 -0.0546874842 3.765715e-02 0.125807487 0.1045804363 -0.017638449 #> 44 -0.1349689558 -3.172831e-02 0.061212804 0.0563076597 0.016605484 #> 45 0.0648484929 2.487506e-01 -0.103385391 -0.0495658786 -0.054311731 #> 46 -0.1337224394 -6.334256e-02 0.007658783 0.0373643147 -0.043238667 #> 47 -0.0369167149 2.357966e-02 0.140683734 -0.0576179262 -0.001893375 #> 48 -0.0410525033 -8.650176e-02 -0.090918602 -0.0711946321 -0.102185162 #> 49 -0.0944763789 -1.235720e-01 0.012522657 0.0426782606 0.029935098 #> 50 -0.0107374860 -9.511748e-02 -0.025212264 -0.1183145326 0.064526508 #> 51 0.1709770915 -6.176590e-02 -0.044997801 -0.1042795548 -0.047626969 #> 52 -0.0720243278 -1.350125e-01 0.024006407 0.0565699296 0.108777277 #> 53 0.0856885636 -5.545616e-02 -0.047925797 0.0184672736 0.034947222 #> 54 -0.0651080101 -4.878650e-02 0.108753507 -0.0638756864 0.060597501 #> 55 -0.0208362743 -7.398807e-02 0.182765462 -0.0774496525 0.120927167 #> 56 -0.0359064332 4.528521e-02 0.156058719 -0.1326150615 0.026206203 #> 57 0.0642914091 6.309200e-02 0.083599990 -0.0931116710 -0.035090269 #> 58 -0.0435287906 6.870445e-02 0.035747305 -0.0918477824 -0.028992226 #> 59 -0.1158642790 1.163742e-01 0.020824274 -0.0343493024 -0.132798060 #> 60 0.0935554437 -2.877434e-03 -0.026415678 -0.0436822119 0.067795536 #> 61 0.1804480531 4.493443e-02 -0.108761234 -0.1248118165 0.077402575 #> 62 0.1059487409 -1.176215e-01 -0.026628098 0.0585360881 0.204388931 #> 63 -0.0208186725 -7.093047e-02 -0.125974761 -0.0507644105 -0.045502301 #> 64 -0.0779276620 -1.136968e-01 0.018172420 0.1437977205 0.008449606 #> 65 0.0238505214 -6.570969e-02 0.005773846 -0.0886962492 0.080125818 #> 66 0.0838767020 5.797021e-02 -0.055917479 0.0067256203 0.096591863 #> 67 -0.0005512637 5.173173e-02 0.003547492 -0.0001869335 0.049618897 #> 68 0.0050278985 1.498231e-01 0.055552749 -0.0219408219 -0.072365205 #> 69 0.1737678460 6.917690e-02 -0.008816670 -0.0220719341 0.017459608 #> 70 -0.0002073314 7.437890e-02 -0.104149980 -0.0102936650 -0.089386968 #> 71 -0.0906859466 -1.116721e-01 0.029549811 0.0012195487 -0.069744351 #> 72 0.1366864990 6.557169e-02 -0.129906621 -0.0496546329 -0.100990631 #> 73 0.0445499891 -4.628135e-02 -0.079966863 0.0223652926 0.106366985 #> 74 0.0574896927 1.687907e-02 0.014538701 -0.0415131704 -0.065843490 #> 75 0.0553802420 1.800896e-02 -0.055369020 0.0964810623 -0.065695964 #> 76 -0.0850523628 -7.468161e-02 -0.040037873 -0.0476284104 -0.117313155 #> 77 0.1743191934 2.019539e-02 -0.102670848 0.0068850179 0.097485823 #> 78 0.0773898461 -1.938935e-02 -0.043094358 0.0481676647 -0.029193451 #> 79 0.1433710253 2.610433e-01 -0.119035486 -0.0728553990 -0.002316975 #> 80 -0.1038376147 -8.549583e-03 0.131211400 0.0917415591 -0.021955537 #> 24 25 26 27 28 #> 1 -0.020555754 -0.045615012 -0.048576465 -0.140793907 -0.0230902291 #> 2 -0.062012595 -0.143414967 -0.106671006 -0.092179843 -0.1115547586 #> 3 0.059376798 0.007191726 -0.029208220 -0.046585363 0.1183664133 #> 4 0.028034378 -0.129339085 0.029249067 -0.062927897 -0.0553292970 #> 5 0.064269342 -0.034016984 -0.075911330 -0.019512037 0.0221064089 #> 6 -0.014730668 0.134226927 0.075937310 0.055756064 -0.0459031148 #> 7 0.043191609 0.103672055 0.098060377 -0.109876817 -0.0436909369 #> 8 0.057945738 -0.027326596 -0.070524696 0.008162578 0.0985224589 #> 9 -0.048444225 -0.022124212 -0.048907998 -0.040731125 0.0391646604 #> 10 -0.086982647 -0.154922106 -0.065305793 -0.100423452 -0.1426038433 #> 11 -0.031725193 -0.068744031 0.075003814 0.059024934 -0.0123478448 #> 12 -0.019761888 0.200424342 0.196372900 0.065130627 -0.0054057272 #> 13 -0.157715532 -0.087397773 -0.119954458 0.322395379 0.0175714913 #> 14 0.165827308 0.160459332 0.055007609 -0.082846444 -0.1016991716 #> 15 -0.103371251 -0.039721545 -0.104470145 0.040610050 0.1386962210 #> 16 0.116182751 -0.081745464 -0.118584453 -0.061949508 0.0119039223 #> 17 -0.076869428 0.086236673 0.092262937 0.118833516 -0.0344493304 #> 18 0.002776381 0.085252265 -0.004720846 -0.071750329 0.0001105141 #> 19 -0.053188808 -0.040847418 -0.031803688 0.027100346 -0.0047049410 #> 20 0.114480038 0.060790971 0.109392588 -0.155643466 -0.1009234235 #> 21 0.033990951 -0.018488229 -0.062564143 -0.125454815 -0.0646893788 #> 22 -0.083350194 0.129728730 -0.047370931 0.070483012 0.0788676518 #> 23 -0.076482204 -0.019003683 -0.020858382 0.098410328 0.0636190244 #> 24 0.625383910 -0.059996358 0.020581246 -0.108713857 0.0247141837 #> 25 -0.044098711 0.609486263 0.063439977 -0.056041642 -0.0136157569 #> 26 0.023030396 0.049991479 0.622934760 -0.004341885 0.0038250481 #> 27 -0.117657240 -0.080882673 -0.015734418 0.634327294 0.1880359919 #> 28 0.008541935 -0.045685653 -0.014796351 0.180807126 0.6415561592 #> 29 -0.049125240 0.002464798 0.166426691 0.035203896 0.0421195255 #> 30 -0.001084690 0.004279056 0.132098323 -0.035482244 -0.0606511382 #> 31 0.044699866 0.017269670 -0.046226708 0.065734004 0.1176306466 #> 32 -0.056176085 -0.051775396 -0.002152350 -0.127658446 -0.1194998301 #> 33 -0.133849052 -0.018894218 -0.035258694 -0.057488167 -0.1063240343 #> 34 0.056236893 -0.017554022 0.037696960 -0.011763057 -0.0397652563 #> 35 -0.006118319 -0.168191627 -0.106012144 -0.002255005 0.0038543523 #> 36 -0.022729970 0.048309369 0.091470267 0.062563238 0.0671010550 #> 37 0.249417743 -0.019779604 -0.050917101 -0.015435339 -0.0104616167 #> 38 0.061330407 0.037366081 0.091419012 0.088047585 0.0500852713 #> 39 0.004271639 0.119197355 0.096030824 -0.053546737 -0.1027737294 #> 40 0.032658066 0.067410324 -0.109807227 -0.077828719 0.0327219254 #> 41 -0.057590772 -0.023649829 -0.023228142 -0.011678723 0.0349803903 #> 42 -0.069087556 -0.071532579 -0.110357568 0.048175035 0.1492346361 #> 43 -0.054466588 0.035493193 0.116703537 -0.038527094 -0.0631473074 #> 44 -0.029239991 -0.008275492 0.062855242 -0.024967816 0.0199272015 #> 45 -0.060790700 0.036214317 0.131010948 -0.034387584 -0.0586173026 #> 46 0.026142113 0.091728927 -0.006641249 0.018859788 -0.0114873192 #> 47 0.065603672 -0.023548815 -0.017782978 -0.072628441 -0.0014728218 #> 48 -0.076438759 -0.124706323 -0.045038613 0.015894883 -0.0475833546 #> 49 -0.055887480 -0.065989134 -0.075474195 0.168066017 -0.0364146551 #> 50 -0.123822915 -0.096050740 -0.034982216 -0.013607256 -0.0985635042 #> 51 -0.138997458 -0.096337337 -0.046849292 0.001987403 -0.0595197507 #> 52 -0.038514407 -0.112519419 -0.162413154 0.046853488 0.0542986580 #> 53 -0.082367284 -0.029155074 -0.090803155 0.073385403 0.1281649985 #> 54 0.002828683 -0.079457825 0.088725293 0.014035169 -0.0785876114 #> 55 0.047365673 -0.101732281 -0.101284992 -0.036663698 -0.0305936827 #> 56 -0.027770840 -0.066162731 -0.016925670 -0.108651305 -0.0438635700 #> 57 0.024986412 -0.015766417 -0.037031226 -0.145213209 -0.0900506318 #> 58 -0.004087345 -0.011569911 0.043238331 -0.061321324 -0.1744423088 #> 59 0.085294763 0.061279396 0.149009692 -0.067417124 -0.0285546733 #> 60 -0.033159708 0.189922536 0.035582877 0.028276011 -0.0352863269 #> 61 0.059848011 -0.035581912 0.038011357 0.052943118 0.0605771537 #> 62 -0.105543295 -0.059107064 -0.061617223 0.238860988 0.0077123847 #> 63 0.039088259 -0.104406341 -0.162417831 -0.014870053 0.1167960170 #> 64 -0.033349848 -0.088869098 -0.093217755 0.053940123 0.0596910097 #> 65 -0.022945146 -0.122506488 -0.038043446 0.009702656 0.0157735455 #> 66 0.025908266 0.020604481 0.153560179 -0.053593027 0.0230709650 #> 67 0.025430392 0.057456282 0.011701390 -0.054011645 0.0632567999 #> 68 0.096107893 0.053276015 -0.094039781 -0.128055255 -0.0376324077 #> 69 0.036651226 -0.048699529 -0.046911140 -0.061578558 -0.0238884345 #> 70 -0.001617897 0.171546552 -0.015445577 -0.074664039 -0.0347994639 #> 71 -0.096982384 -0.023661808 -0.025302128 -0.005780229 -0.0650678244 #> 72 0.058774791 0.019122818 0.002766676 -0.010885965 0.1187111778 #> 73 -0.095318194 -0.107057500 0.014503347 0.206404829 -0.0458150047 #> 74 -0.006131408 -0.022520217 0.036105210 -0.047304443 -0.0727861208 #> 75 -0.004731628 -0.055822154 -0.166874584 -0.009246109 -0.0029401830 #> 76 0.082053491 -0.044746945 -0.053187984 0.033884162 -0.0002079472 #> 77 -0.077303264 0.058795985 0.019952382 0.010478588 -0.0789676937 #> 78 0.070187186 0.057934194 -0.083098677 -0.053558426 -0.0157597128 #> 79 0.057721162 0.007221201 0.048672820 -0.076088464 -0.0969127670 #> 80 -0.033463586 0.230546300 -0.060477820 -0.088407744 -0.0803221241 #> 29 31 33 34 35 #> 1 -0.071955957 0.007170627 -0.023364505 -0.093325958 0.033450099 #> 2 0.018834996 0.030108893 0.111976224 -0.099262491 -0.096955828 #> 3 0.008000905 0.138431313 -0.016005085 -0.065272134 -0.030176167 #> 4 -0.074171391 -0.097236690 -0.031272881 -0.030390979 -0.034330249 #> 5 -0.108678161 0.049105320 -0.133040767 -0.090036612 0.109788587 #> 6 0.061578986 -0.074374293 -0.010113340 -0.064845413 0.072743358 #> 7 -0.064568783 -0.058330284 -0.124277975 -0.088664985 -0.104430748 #> 8 -0.154033347 -0.068597968 -0.153522462 0.012662002 0.064363384 #> 9 0.110305818 -0.016159486 0.134553708 -0.043874440 -0.076882827 #> 10 -0.083355396 -0.071311854 0.021032450 -0.170134628 -0.027723209 #> 11 -0.087068910 -0.109537078 -0.155083438 -0.072576081 0.001364555 #> 12 0.047622153 -0.001694464 -0.079526483 0.048958293 -0.025449155 #> 13 -0.045219328 -0.028936438 0.067158026 -0.019884794 0.063801854 #> 14 0.018299514 0.010549402 -0.032658236 0.107050765 -0.046888693 #> 15 0.012078346 0.021397913 0.049087513 -0.047208095 -0.016332404 #> 16 -0.032871616 -0.017772246 -0.049981927 -0.081532729 0.083812539 #> 17 0.210099962 -0.045646925 0.048679727 0.108257167 -0.059987310 #> 18 0.071887371 -0.047989464 -0.027163002 -0.005675595 -0.032814134 #> 19 0.054212637 -0.044961412 0.038868721 0.140186554 -0.056468793 #> 20 0.017491118 -0.100058413 -0.015994023 0.052088428 -0.054657581 #> 21 -0.042077149 0.022894509 0.046014663 -0.166890122 -0.047463313 #> 22 -0.051242974 0.137210487 -0.037167545 -0.093878498 -0.058132984 #> 23 0.016518681 0.053249418 0.055292344 -0.022543940 -0.006596371 #> 24 -0.048848638 0.017680368 -0.145578468 0.038555059 0.042533599 #> 25 0.018639047 0.006147819 -0.014725987 -0.019338207 -0.103642061 #> 26 0.169152442 -0.070797055 -0.044538960 0.022464277 -0.054911076 #> 27 0.026537115 0.029771124 -0.078160966 -0.038388274 0.037453530 #> 28 0.026223878 0.074438900 -0.134225700 -0.073619338 0.036334022 #> 29 0.625660512 0.002382552 0.144703254 -0.016563893 -0.079241421 #> 30 0.048463924 -0.059232708 -0.110041406 -0.060065153 -0.105446004 #> 31 0.029678652 0.598364413 -0.016537768 -0.042066178 0.022481133 #> 32 -0.106516044 -0.046120517 -0.020085677 -0.122492002 -0.071591638 #> 33 0.156709273 -0.031827849 0.613654494 -0.008632662 -0.013068830 #> 34 0.001394542 -0.051403842 -0.002680245 0.607702077 0.044207876 #> 35 -0.127616737 -0.053190283 -0.073450165 -0.022125875 0.674035829 #> 36 0.004414011 0.084839623 -0.002304081 0.202863234 0.018038790 #> 37 -0.004604205 0.043541148 -0.119449930 -0.061656287 -0.040201012 #> 38 0.187298876 0.024332749 0.014124691 0.004098813 -0.008270504 #> 39 0.199643487 -0.016746795 0.048695363 -0.067412083 -0.096286107 #> 40 -0.024395355 0.081066418 0.077677067 -0.097219100 -0.001027668 #> 41 0.055975417 -0.014124895 0.020815165 -0.112760536 -0.102033316 #> 42 -0.143557748 -0.048489802 -0.118629320 -0.075886829 0.086827711 #> 43 0.019085759 0.001045228 0.074402879 -0.071095324 -0.036428079 #> 44 0.134493048 0.110912419 0.144290249 -0.150915808 0.006593144 #> 45 0.189002450 -0.112737828 0.029471962 0.077881679 -0.127036759 #> 46 -0.132088796 -0.067054263 -0.135152599 -0.089001412 0.064447533 #> 47 -0.029041228 -0.037096930 -0.048983229 -0.063374763 -0.011442002 #> 48 -0.073340028 -0.073755666 -0.086273318 -0.100758499 -0.083927295 #> 49 -0.051835972 0.024989277 -0.057433346 -0.108107042 0.132953051 #> 50 -0.112950046 -0.114289515 -0.018804181 0.077038056 -0.002164946 #> 51 -0.025375428 -0.105985912 0.135556267 0.021932457 -0.001902564 #> 52 -0.058152881 0.114031011 0.058617383 -0.106111822 0.033346297 #> 53 0.129940303 0.063973386 0.138981690 -0.012431415 0.008509610 #> 54 0.047716117 -0.011453889 0.005090909 -0.029986950 0.014024263 #> 55 -0.001715244 0.078953773 0.031327995 -0.002490658 0.005599214 #> 56 -0.028976162 -0.077229639 0.095513122 -0.059037078 0.073108423 #> 57 0.024195492 -0.061947785 0.175388516 0.129741428 0.018836418 #> 58 0.078149873 -0.054733533 0.114116271 0.089108142 -0.023546833 #> 59 -0.068608174 -0.055082759 -0.151105255 -0.089882555 -0.049592864 #> 60 -0.011161758 -0.013715038 -0.026093950 0.078820129 0.002136601 #> 61 -0.032364789 -0.090426050 -0.113613294 0.116903092 0.003954114 #> 62 -0.059011119 0.078185951 0.068176468 0.042390966 0.013541631 #> 63 -0.112160088 0.067359998 -0.125877929 -0.055238862 0.114296587 #> 64 -0.064640495 0.114753641 -0.025149381 -0.042983166 0.044954989 #> 65 -0.002277797 -0.016509717 0.003522696 0.073259426 -0.001977875 #> 66 -0.019304894 0.011659034 0.013373539 0.106964339 -0.038289175 #> 67 -0.052368784 -0.096826340 -0.101035207 0.014990533 -0.079958040 #> 68 -0.093913083 -0.036989447 -0.076998585 0.010513049 -0.018501715 #> 69 -0.075512921 0.019418905 -0.065236375 0.073282562 -0.014374160 #> 70 -0.052081579 -0.003160333 -0.013498935 0.099479268 -0.043022922 #> 71 -0.098353690 0.063722205 -0.031410484 -0.140422562 -0.046296683 #> 72 0.085513683 -0.054550297 -0.067853759 0.208401216 -0.015215732 #> 73 -0.025094419 0.011280333 0.069232620 0.060764044 0.050390014 #> 74 -0.068755766 -0.059535499 0.018131970 0.040448450 -0.063557003 #> 75 -0.120887177 0.042504022 -0.007553293 0.008671420 0.019911217 #> 76 -0.138732896 -0.011556346 -0.166183228 -0.038793522 0.162107166 #> 77 -0.057203267 0.003393807 0.121872898 0.159649528 -0.015368075 #> 78 -0.020119302 0.050216062 0.068048817 0.164045310 0.007645421 #> 79 0.007611146 -0.074893921 0.068909365 0.265282356 0.039231868 #> 80 0.044379990 0.114989421 0.161477670 -0.029598769 -0.083212303 #> 36 37 39 40 42 #> 1 -0.041164651 -0.0404309151 -0.038787850 0.0184112983 0.072836954 #> 2 -0.072470763 -0.1046247663 -0.033973253 -0.0229398602 -0.118552940 #> 3 0.031069104 0.0463826969 -0.081388279 0.1036053973 0.044791749 #> 4 -0.055974676 -0.0425573884 -0.121519216 -0.0367015216 -0.012769325 #> 5 -0.008956593 0.1349695961 -0.064200521 0.0760989551 0.102913141 #> 6 -0.086859152 -0.0010793830 0.140489102 -0.0122396722 -0.052863318 #> 7 -0.077198806 -0.0038549133 0.069891439 -0.0524596289 -0.022215783 #> 8 -0.004147687 0.0007035701 -0.165178526 -0.0062487479 0.198518339 #> 9 -0.074730431 -0.0052880659 0.040175388 0.0864305761 -0.024284372 #> 10 -0.034163689 -0.0974139575 -0.054735495 -0.1218360826 -0.030181915 #> 11 -0.066137232 0.0011412168 -0.029659933 -0.1330904652 0.054698889 #> 12 0.078572750 0.0052180912 0.064961869 -0.0232198656 -0.060288720 #> 13 -0.031378603 -0.0998736156 -0.112340906 -0.0660986901 0.072683827 #> 14 -0.021091836 0.0838689448 0.120223566 0.0642518192 -0.138313231 #> 15 -0.016283249 -0.0634534519 -0.122503478 0.0171077557 0.157722435 #> 16 -0.114960096 0.0390175667 0.023438287 0.1422531804 0.019657678 #> 17 0.024516786 -0.0372499446 0.115125209 -0.0820055890 -0.098575096 #> 18 -0.036611893 0.0069487212 0.097127130 -0.0261662141 0.044414614 #> 19 0.067078395 0.0565149242 -0.110478981 -0.0391099409 -0.014056039 #> 20 -0.093095664 0.0758967392 0.080482535 -0.0122460339 -0.107412766 #> 21 -0.118376438 -0.0334260368 0.110555013 0.0327903665 -0.044126237 #> 22 0.002565972 -0.0207187400 0.001566197 0.1637394529 -0.025573062 #> 23 0.117252221 -0.0996906628 -0.007765813 -0.0111121469 0.098944453 #> 24 -0.063512960 0.2445002579 -0.002098943 0.0196461354 -0.059666322 #> 25 0.023424026 -0.0087994418 0.128724420 0.0702960411 -0.046213697 #> 26 0.053136427 -0.0533854364 0.092109392 -0.1203700079 -0.098487183 #> 27 0.012836864 -0.0292962071 -0.068860702 -0.0997840329 0.048652886 #> 28 0.010145816 -0.0315513510 -0.125316560 0.0035377459 0.142483622 #> 29 -0.036645582 -0.0097982916 0.192996303 -0.0376838873 -0.134413115 #> 30 -0.034022678 -0.0080236410 0.214558960 -0.0987311979 -0.050752757 #> 31 0.071076131 0.0656431607 0.003902120 0.0950739851 -0.012049070 #> 32 -0.010341184 -0.1430022892 -0.027004297 -0.0136558067 -0.051757676 #> 33 -0.031357655 -0.1126379990 0.054054197 0.0763945526 -0.097478669 #> 34 0.179762076 -0.0488919387 -0.056100832 -0.0925491977 -0.048783762 #> 35 -0.071396119 -0.0937704154 -0.151308608 -0.0626915172 0.047597027 #> 36 0.584600920 -0.0693546311 -0.049863376 -0.0561135618 0.012405032 #> 37 -0.105220136 0.6204664250 0.001310301 0.0903184325 -0.056252268 #> 38 -0.073512567 0.1288974959 0.111736991 -0.0077048045 -0.059354121 #> 39 -0.084275784 0.0027633979 0.619013328 -0.0114310951 -0.113108392 #> 40 -0.083884622 0.0984128778 -0.004789747 0.6123719797 0.007690244 #> 41 -0.109119074 -0.0219818306 -0.010332661 0.0577472877 -0.065618610 #> 42 -0.037799193 -0.0705909876 -0.128900209 -0.0147429208 0.634805145 #> 43 -0.018328367 -0.0262461753 0.003390345 0.0032064207 -0.067837516 #> 44 -0.076786863 -0.0166890851 0.124517971 0.1391626826 -0.115227641 #> 45 -0.078228227 -0.0151948466 0.155943873 -0.0994179757 -0.102189706 #> 46 -0.010027289 0.0917802021 0.006687189 0.0323451506 0.056534030 #> 47 -0.037448916 -0.0017470092 0.080010752 -0.0756174980 -0.036775353 #> 48 -0.127370693 -0.0249292982 -0.063393792 -0.1085671764 0.009987492 #> 49 -0.064060239 0.0382681493 0.089261789 0.0116182281 0.095737225 #> 50 0.165674118 -0.1589006877 -0.056838741 -0.1331891014 0.081635238 #> 51 0.038446741 -0.0876910849 -0.124451679 -0.0877144747 0.015030106 #> 52 -0.083524231 -0.0302806469 -0.076265600 0.0855566242 0.058619565 #> 53 -0.044576549 -0.0176123971 0.023424334 0.1441700797 0.071501901 #> 54 -0.008242590 0.0431710656 0.022651139 -0.0776973028 -0.024817876 #> 55 -0.038559100 0.0620203679 0.012037292 0.0463454688 -0.005972847 #> 56 -0.068921300 -0.0736979978 -0.041047348 -0.0579064302 0.045135254 #> 57 0.031040481 -0.0610959400 0.012413554 -0.0437334831 -0.012141093 #> 58 -0.045673879 -0.0132169810 0.215361894 -0.0750865883 -0.104794296 #> 59 -0.055737477 0.0964440792 0.026927536 -0.0774902671 -0.047139408 #> 60 0.095405071 -0.0336176813 0.009194136 -0.0609464027 0.044831925 #> 61 0.045592094 0.0571278241 -0.114986205 -0.1078128764 0.035556032 #> 62 0.144043499 -0.0687444842 -0.080489127 -0.0324469484 0.103550824 #> 63 -0.076380742 0.0267486965 -0.155562991 0.0956748578 0.061105773 #> 64 0.025572822 -0.0646285714 -0.082318667 0.0003098291 -0.044689459 #> 65 0.012520011 -0.0630193358 -0.056855605 -0.0691442380 0.097482855 #> 66 0.303191344 -0.0707619467 -0.074570069 -0.0483794051 -0.023414007 #> 67 0.014945633 -0.0343163644 -0.077769685 -0.0543393379 0.002684586 #> 68 -0.043962925 0.0447064108 0.021428990 0.0204118642 0.014784487 #> 69 0.106111307 0.0688174226 -0.094974873 -0.0419583473 0.025278965 #> 70 -0.047795075 0.0220033850 -0.037881188 0.0609673864 0.040274204 #> 71 -0.014126584 0.0050369449 -0.047312889 0.0715369133 -0.042130081 #> 72 0.068873555 0.0643115177 -0.017926861 0.0104631328 -0.046863397 #> 73 0.038895234 -0.0743037805 -0.075449604 -0.1330948101 0.025478632 #> 74 0.045559397 0.0098244152 -0.088056055 -0.0560166982 -0.091215753 #> 75 -0.070946545 0.0428878127 -0.111441414 0.1077359252 0.057720786 #> 76 -0.021767480 0.1189150214 -0.039966911 -0.0269655908 0.068892015 #> 77 0.122278707 -0.1085720228 -0.102425870 -0.0118565763 -0.042289778 #> 78 0.178714900 0.0316215422 -0.071590386 0.1160920478 -0.103584455 #> 79 0.079928812 0.0053554484 -0.049813144 -0.0590639684 -0.115170285 #> 80 -0.045677127 -0.0443733492 0.222804342 0.1237064134 -0.103236530 #> 43 44 45 46 48 #> 1 -0.041336651 -0.001444809 -0.0752394018 -0.069390936 -0.0844806335 #> 2 -0.045904161 0.071946959 -0.0407055419 -0.166368254 0.0513201724 #> 3 -0.034491958 0.035688193 -0.0444762717 -0.016611819 -0.0331936401 #> 4 0.010129888 -0.051634419 -0.0521016393 -0.035227988 0.1562470913 #> 5 -0.003356596 -0.067522922 -0.1362848418 0.223179676 -0.0036803102 #> 6 -0.043591363 0.087434013 0.0222767868 0.160977321 0.0711316731 #> 7 -0.005848642 -0.050712540 0.0398511491 -0.019065253 -0.0300175756 #> 8 -0.098453592 -0.116706978 -0.0466829214 0.124059215 0.0375134071 #> 9 -0.117001862 0.100656582 0.1975190692 -0.155036635 0.0511461317 #> 10 0.005777680 0.006162412 -0.1482652987 -0.084376173 -0.0092002177 #> 11 -0.049955614 -0.129937613 0.0192298986 0.048989850 -0.0030425895 #> 12 0.141008531 -0.034690883 0.0304034109 0.112449632 -0.0639763982 #> 13 -0.017563927 -0.074057688 -0.0424910730 -0.063566314 0.0060989663 #> 14 0.026503140 0.000430215 0.0397436891 0.049246164 -0.1090747553 #> 15 -0.032402142 -0.055674800 0.0104941707 -0.152475636 -0.0033937339 #> 16 -0.041835152 -0.021552165 -0.0969374721 0.064567757 -0.0507452480 #> 17 0.049665116 -0.017906862 0.1754081341 -0.049475844 -0.0368566192 #> 18 -0.018040678 0.001938670 0.1043904174 0.035444684 0.0273890963 #> 19 -0.048550243 -0.109574350 0.0763796189 -0.120883334 0.0006086564 #> 20 0.035436819 -0.014691272 0.2519241284 -0.058861027 -0.0531981745 #> 21 0.119096015 0.073758696 -0.1047029787 0.007649175 -0.0621061562 #> 22 0.095551892 0.066536479 -0.0532005388 0.035037634 -0.0446992586 #> 23 -0.005712980 0.047788317 -0.0369923783 -0.024611335 -0.0547357749 #> 24 -0.068078122 -0.023594161 -0.0690083496 0.019232443 -0.0545263749 #> 25 0.037779306 0.013267985 0.0438943145 0.100716903 -0.0868962924 #> 26 0.105541152 0.070950222 0.1252424477 -0.011101770 -0.0206770800 #> 27 -0.061082011 -0.028265370 -0.0515486173 0.003006734 0.0288638833 #> 28 -0.092931091 0.009400782 -0.0830072016 -0.034569239 -0.0418432199 #> 29 0.005197623 0.139862276 0.1805081981 -0.139275069 -0.0517042463 #> 30 0.124795556 -0.046522077 -0.0024484758 0.020322449 0.0399308403 #> 31 0.014453191 0.143577746 -0.0939359804 -0.046944436 -0.0248237847 #> 32 0.218595694 -0.029651747 -0.1708492744 -0.036633069 -0.0512937111 #> 33 0.072520761 0.161665496 0.0329837282 -0.130332853 -0.0526315182 #> 34 -0.067025026 -0.127588145 0.0873458620 -0.078229249 -0.0611642824 #> 35 -0.098691532 -0.036412945 -0.1839063278 0.008885944 -0.1106668293 #> 36 0.008843089 -0.030358042 -0.0456628861 0.023846030 -0.0646753191 #> 37 -0.034940224 -0.006125770 -0.0184950114 0.089788017 0.0019005707 #> 38 0.082966400 0.051511272 0.0651016485 0.008463356 -0.0040751752 #> 39 -0.003850607 0.136534383 0.1540968047 0.006148101 -0.0351108258 #> 40 0.002606817 0.157820443 -0.0946236952 0.038447411 -0.0736428622 #> 41 0.069380275 0.131409085 0.0463063483 -0.056448213 0.0892600178 #> 42 -0.090870285 -0.119003046 -0.1198285910 0.040203125 0.0224786408 #> 43 0.611772376 -0.001335008 -0.0567956272 0.002419808 -0.0481360623 #> 44 -0.020592372 0.631029740 0.0141829202 -0.049509343 -0.0057326738 #> 45 -0.062189512 0.028046400 0.6171662603 -0.107627674 0.0732469407 #> 46 -0.004282056 -0.036953842 -0.1089356534 0.618474240 -0.0028712225 #> 47 -0.048794788 0.037947311 0.0814996386 -0.001582756 0.0463466981 #> 48 -0.083659980 -0.021999228 0.0431169070 -0.031693277 0.6472962940 #> 49 -0.085003842 0.003976445 -0.0830284836 0.198711201 -0.0011329626 #> 50 -0.096229408 -0.119286047 -0.0265415709 -0.023054143 -0.0099155373 #> 51 0.052534774 -0.091161506 -0.0161285115 -0.085416196 0.0835840040 #> 52 -0.132090068 0.087325823 -0.0919865674 -0.082466002 0.0526606024 #> 53 -0.120585432 0.152591124 0.0776460999 -0.123738390 0.0546356597 #> 54 0.131071996 0.037417416 -0.0264500288 0.050336527 0.0737426193 #> 55 -0.090852942 0.065007208 -0.0180112512 0.031581889 0.0312308019 #> 56 0.066855124 -0.034831921 -0.0546075297 -0.042543676 -0.0617476213 #> 57 0.088690657 -0.082695819 -0.0397026357 -0.091731673 -0.1032932422 #> 58 0.003418046 0.012712296 0.0892682345 -0.024010339 0.0271988334 #> 59 0.114279055 -0.001359802 -0.0024354280 0.143014359 -0.0264549617 #> 60 0.061904462 -0.118936841 -0.0575833256 0.080539089 -0.0987788491 #> 61 -0.067483282 -0.131651998 -0.0084332675 -0.030803308 -0.0515858365 #> 62 0.005408273 -0.037844298 -0.0694872005 -0.066166081 0.0204889468 #> 63 -0.167963898 -0.070860810 -0.1100426763 -0.043775360 -0.0294866720 #> 64 -0.080734155 0.082301520 -0.0680906345 -0.021979936 0.0869865285 #> 65 -0.140919691 -0.039133302 0.0704714856 -0.086534314 0.1407508562 #> 66 -0.006833634 -0.028265546 0.0001715375 -0.025822563 -0.0834207333 #> 67 0.066350889 -0.124040009 -0.0012510573 0.004438043 -0.0567881898 #> 68 -0.033417749 -0.121097174 0.0351711273 -0.036239848 -0.0517958601 #> 69 -0.016128650 -0.111018900 -0.0256199358 -0.034866445 -0.0157751151 #> 70 -0.071026485 -0.021688010 0.0518492045 -0.002384757 0.0651463930 #> 71 0.120491228 0.027991011 -0.1285217753 0.095586352 0.0373562475 #> 72 -0.096915543 -0.065701779 0.1411447549 -0.012986574 -0.0865424310 #> 73 -0.038086129 -0.053986170 0.0097474169 -0.077602314 0.0606301742 #> 74 0.095160418 -0.043726343 0.0016973907 0.019961773 0.1022087869 #> 75 -0.095509848 -0.064427268 -0.0353914724 -0.003259778 0.0908999375 #> 76 -0.050902918 -0.106932801 -0.1166492851 0.334840491 -0.0125541820 #> 77 0.040274921 -0.052292229 -0.0376151871 -0.085820512 0.0040320181 #> 78 -0.000519966 -0.023529883 -0.0674661722 0.015606135 -0.0852152964 #> 79 0.044292736 -0.067897522 0.0739051786 -0.049487390 -0.0639254033 #> 80 0.003882907 0.191596138 0.0520320633 -0.025584435 -0.0110460306 #> 50 51 52 53 54 #> 1 0.024638071 1.688345e-02 -0.0549513243 0.0872825144 -0.123684835 #> 2 -0.010026010 3.986254e-02 0.1486832455 0.0098079768 0.070700534 #> 3 -0.042451622 -3.566144e-02 0.1185451573 0.0049373827 0.007046439 #> 4 0.066557130 1.738973e-01 -0.0605692182 -0.0800431437 0.075968464 #> 5 -0.016100448 -3.297167e-02 0.0299515361 -0.0815775269 0.029023626 #> 6 -0.110502304 -9.960911e-02 -0.0498655687 -0.0476907776 0.020113448 #> 7 0.027837444 -5.770716e-02 -0.1553597454 -0.0861947656 -0.073390457 #> 8 -0.010699887 -6.245154e-02 0.0218773945 -0.0825319791 -0.006936151 #> 9 -0.026700007 6.071535e-02 0.1216717724 0.3282506393 -0.122269980 #> 10 0.059014020 2.861930e-02 -0.0034898413 -0.0829380316 0.189542422 #> 11 0.009141584 -6.992734e-02 -0.1378331041 -0.1205260001 -0.090150070 #> 12 -0.004007148 -3.267907e-02 -0.1729110569 -0.0983815401 -0.031883442 #> 13 0.020763982 8.128611e-02 0.1191981443 0.0447384857 -0.072468592 #> 14 -0.104056642 -1.385364e-01 -0.0669453689 -0.1103253473 0.014626327 #> 15 0.036673713 1.602163e-01 0.0632510447 0.2178768000 -0.116644070 #> 16 -0.103692288 -1.024610e-01 0.1292180873 -0.0206208633 -0.032502550 #> 17 -0.032796605 -9.026459e-03 -0.0424952604 -0.0248003968 -0.028903706 #> 18 0.003390006 2.647961e-02 -0.0471352926 0.0697529752 -0.007243678 #> 19 0.003602589 1.690636e-01 -0.0515672074 0.0816007336 -0.072421045 #> 20 -0.089134980 -7.203697e-02 -0.1229129799 -0.0679015577 -0.064457105 #> 21 -0.023720904 -5.976001e-02 0.0316148139 -0.0648623411 0.088591758 #> 22 -0.119140244 -1.213588e-01 0.0618612638 -0.0007863425 -0.086354507 #> 23 0.084654809 -4.375224e-02 0.1350226249 0.0366476187 0.059072693 #> 24 -0.129231616 -1.606597e-01 -0.0378060624 -0.1062038898 -0.024233127 #> 25 -0.085561794 -1.021020e-01 -0.0959134272 -0.0370940322 -0.090621988 #> 26 -0.037941767 -6.606242e-02 -0.1592556599 -0.1121906109 0.064112632 #> 27 -0.027959341 -2.861825e-02 0.0386184488 0.0406054139 -0.021970025 #> 28 -0.120144455 -9.735427e-02 0.0388347535 0.0881561435 -0.121821671 #> 29 -0.118635349 -4.731430e-02 -0.0577211381 0.1058270952 0.020377705 #> 30 -0.021580138 -6.696240e-02 -0.1370844205 -0.1184723947 0.082256356 #> 31 -0.092678719 -1.006287e-01 0.1417588526 0.0671562778 -0.011496202 #> 32 -0.028982693 -4.551182e-02 -0.0818918354 -0.1554336650 0.032286899 #> 33 -0.012483466 1.256234e-01 0.0710551440 0.1268745002 -0.010241485 #> 34 0.089311187 1.795202e-02 -0.0877216444 -0.0185861880 -0.039366927 #> 35 -0.056225566 -7.221676e-02 -0.0145972766 -0.0639789148 -0.061689466 #> 36 0.201048407 5.756746e-02 -0.0420328958 -0.0276301641 0.005478590 #> 37 -0.159391904 -1.044359e-01 -0.0246548172 -0.0365315178 0.021026740 #> 38 -0.124350642 -7.875834e-02 -0.1037975689 0.0552529015 -0.039765465 #> 39 -0.055876860 -1.397434e-01 -0.0691866735 0.0059583102 0.001959910 #> 40 -0.125585872 -9.636482e-02 0.0992768992 0.1333454043 -0.091747183 #> 41 -0.099098671 4.254189e-02 -0.0790307207 0.0564982036 0.048213034 #> 42 0.066805302 -1.605340e-02 0.0499066751 0.0382440605 -0.061300922 #> 43 -0.088026575 4.448403e-02 -0.1177701893 -0.1308105037 0.117621720 #> 44 -0.130340578 -1.184696e-01 0.0823883377 0.1231086880 0.004709776 #> 45 -0.023732622 -2.957314e-02 -0.0830605730 0.0620271440 -0.045294190 #> 46 -0.021553174 -1.001688e-01 -0.0748479871 -0.1406653257 0.030184387 #> 47 0.047637418 -4.030629e-02 0.0393925259 -0.0031614352 0.009207337 #> 48 -0.037236622 4.000935e-02 0.0314565632 0.0088866701 0.024768425 #> 49 0.024926732 -7.937069e-02 0.0668439509 0.0261173334 -0.012429432 #> 50 0.619975209 1.737369e-01 -0.0737393238 -0.0300822977 -0.008782350 #> 51 0.189990476 6.037216e-01 -0.0838932192 0.0145914212 0.020261920 #> 52 -0.079856370 -1.062638e-01 0.6260922547 0.1061068197 -0.026402008 #> 53 -0.011654393 1.676575e-02 0.1306517701 0.6015473043 -0.106090886 #> 54 0.012870760 2.566146e-02 0.0013681471 -0.1028656808 0.598322099 #> 55 0.061794112 -2.589083e-02 0.1608736530 0.0582849672 0.190972704 #> 56 0.066840744 1.650385e-01 -0.0864672499 -0.0120956855 -0.026532489 #> 57 0.050733704 1.404701e-01 -0.0715728200 -0.0309077964 -0.046004386 #> 58 0.084570311 -2.769883e-05 -0.0361496623 -0.0668377499 0.260004476 #> 59 -0.062929715 -6.219026e-02 -0.2097700770 -0.1230354998 0.041141453 #> 60 0.091466170 2.819580e-02 -0.1332073838 -0.0860571050 -0.009132341 #> 61 0.052900539 1.963192e-03 -0.0740201955 -0.0698265899 0.032363082 #> 62 0.188015810 1.448573e-01 0.1382779322 0.0840753035 0.052243960 #> 63 -0.085638267 -1.146993e-01 0.0881519550 0.0198870932 -0.122596232 #> 64 -0.016513851 -9.388430e-03 0.2436806380 0.0165525427 -0.032936118 #> 65 0.187437095 1.152276e-01 0.1302855364 0.1017510805 0.084822115 #> 66 0.083323868 -6.847173e-03 -0.0336805223 -0.0763935917 0.014852108 #> 67 -0.018375974 1.922077e-02 -0.0966505853 -0.0828476938 -0.094069522 #> 68 0.008996354 -3.145889e-02 -0.0034049261 -0.0247187212 -0.101925677 #> 69 0.103100538 1.188906e-01 0.0112926487 -0.0498982146 0.073454567 #> 70 -0.046554244 2.941422e-03 -0.0219168351 0.0334620111 -0.057332425 #> 71 0.016692241 5.963697e-02 -0.1044223825 -0.0655505074 0.006406103 #> 72 -0.025472208 -5.465598e-02 -0.1165919448 0.0754139256 -0.077250241 #> 73 0.073217163 4.587248e-02 0.1410592739 -0.0352553522 0.056504734 #> 74 0.049481408 1.894665e-01 -0.0448337654 -0.0948928440 0.085528697 #> 75 -0.052746021 1.065245e-02 0.1796710445 0.1037353999 -0.068462198 #> 76 0.002803726 -7.942174e-02 -0.0312818572 -0.1269313071 -0.021457141 #> 77 0.070343751 9.567297e-02 -0.0008901407 -0.0359924604 -0.023721815 #> 78 -0.017216101 3.235487e-03 0.0014934338 0.0016043616 -0.088799408 #> 79 -0.003372470 4.832600e-02 -0.0755248495 -0.0996816708 0.006290087 #> 80 -0.070579243 -7.529725e-02 0.0371010753 0.0978445208 -0.067273821 #> 55 56 57 58 59 #> 1 -0.062100680 0.1508744426 0.1182290018 -0.125255519 0.0112603014 #> 2 0.112319085 -0.0489900800 -0.0055292732 0.078618856 -0.1358512716 #> 3 0.104392052 -0.0048943229 -0.0375283028 -0.099179574 -0.0478391394 #> 4 0.046806872 0.1057466083 -0.0151876293 -0.012352169 -0.0075846015 #> 5 0.049094867 -0.0444954013 -0.0374987183 -0.073239517 0.0215174665 #> 6 -0.076781368 -0.1063513944 -0.1037514138 0.079356702 0.0278776226 #> 7 -0.095402403 0.0462646355 -0.0249182406 0.010025836 0.2200984355 #> 8 -0.028293289 -0.0993958221 -0.1249162078 -0.099948223 0.0294192524 #> 9 0.019423521 0.0066342646 0.0154752671 -0.058729219 -0.1187212644 #> 10 0.026090466 0.0246497910 -0.0402275044 0.069665372 -0.0174213383 #> 11 -0.186238504 -0.0980966560 -0.1216121342 -0.069961189 0.0838251844 #> 12 -0.151960080 -0.0014097697 -0.0353605547 0.005744452 0.1619514123 #> 13 -0.093440362 -0.0856587607 -0.0806684648 -0.055502680 -0.1372641024 #> 14 0.021392316 -0.1006384076 0.0033468960 0.150458251 0.0645514998 #> 15 -0.079761431 0.0860341074 0.0115512465 -0.129368389 -0.0979946623 #> 16 0.070266411 -0.0317771917 0.0139197729 -0.061434916 -0.0976541371 #> 17 -0.097137384 -0.0495906608 0.0313123628 0.040552687 -0.0802684181 #> 18 0.040574944 0.1232692434 0.1386764171 -0.038097154 0.0215937824 #> 19 -0.032688495 -0.0237162988 0.0655437547 -0.046676250 -0.0895592263 #> 20 -0.094197863 0.0491177768 0.0559867707 0.057199423 0.1343217132 #> 21 0.158064528 0.1554001392 0.0720036215 0.019751132 0.0342806125 #> 22 -0.104467659 -0.1355907132 -0.1070251116 -0.110161028 -0.0232100359 #> 23 0.114863174 0.0441845640 -0.0280496968 -0.026351458 -0.1007047802 #> 24 0.015764677 -0.0353294817 0.0064899821 -0.026983580 0.0918510396 #> 25 -0.117435630 -0.0578237253 -0.0183652000 -0.018568499 0.0837333204 #> 26 -0.130436839 -0.0220351615 -0.0530785066 0.022791245 0.1580151182 #> 27 -0.077208078 -0.1251533294 -0.1726530229 -0.093160943 -0.0698042303 #> 28 -0.078366928 -0.0675944605 -0.1247193112 -0.213510793 -0.0381706456 #> 29 -0.033592843 -0.0368114051 0.0054224602 0.054977037 -0.0623284992 #> 30 -0.065992542 -0.0569648397 -0.0166243699 0.075079958 0.1198350994 #> 31 0.074372275 -0.0577687832 -0.0534247180 -0.050610270 -0.0215069845 #> 32 -0.116454930 0.0009201591 0.0505636212 0.003096670 -0.0096222933 #> 33 0.011456415 0.0996838967 0.1686215020 0.102949452 -0.1328195615 #> 34 -0.016409821 -0.0489138867 0.1289268308 0.083893740 -0.0656444456 #> 35 -0.074653701 0.0168978632 -0.0483119313 -0.095094987 -0.0916885055 #> 36 -0.029377106 -0.0356969508 0.0533270407 -0.027787123 -0.0083982097 #> 37 0.035336857 -0.0763391541 -0.0746748851 -0.031195731 0.1079178411 #> 38 -0.076188020 -0.0026804620 0.0038966947 -0.034226829 0.0889656210 #> 39 -0.013193122 -0.0422354074 0.0002877053 0.198836241 0.0398543950 #> 40 0.027756403 -0.0524531412 -0.0492179829 -0.084970893 -0.0579220598 #> 41 0.020562434 -0.0052998706 -0.0717813186 -0.035608850 0.0982747595 #> 42 -0.046995078 0.0281553778 -0.0400587582 -0.137111766 -0.0500043662 #> 43 -0.108842404 0.0729080164 0.0838057612 -0.005866655 0.1344468661 #> 44 0.027760382 -0.0480363924 -0.1068380790 -0.015829769 -0.0004493556 #> 45 -0.041394598 -0.0539485213 -0.0499814161 0.074589649 0.0123384987 #> 46 0.006890563 -0.0431926475 -0.1033184324 -0.039996903 0.1564803064 #> 47 0.057054876 0.0210885307 -0.0082732914 -0.013799479 0.0220251848 #> 48 -0.022282578 -0.0912186465 -0.1437020563 -0.017609785 -0.0418110687 #> 49 0.046277470 -0.0424734559 -0.1006004488 -0.001430734 -0.0469467052 #> 50 0.035601817 0.0646908041 0.0376459745 0.067082777 -0.0509647368 #> 51 -0.035829554 0.1791421360 0.1436359555 -0.001261660 -0.0339717108 #> 52 0.128564312 -0.0947342359 -0.0907775949 -0.059754242 -0.2039221448 #> 53 0.050520577 0.0041822789 -0.0255676208 -0.065897379 -0.0926426171 #> 54 0.186433518 -0.0070293195 -0.0374390060 0.264170052 0.0747595406 #> 55 0.593782914 0.0205221882 -0.0106892249 0.129583744 -0.0584463619 #> 56 -0.003520167 0.6178252687 0.2414502998 -0.048970615 0.0301152349 #> 57 -0.023793791 0.2523880886 0.6068874799 0.050435415 -0.0596728763 #> 58 0.120878982 -0.0336330214 0.0548352202 0.602487675 0.0072510473 #> 59 -0.096603635 0.0160003167 -0.0847255833 -0.022201464 0.6319401869 #> 60 -0.042307058 0.0332809316 0.0889725902 0.087115471 0.0636792183 #> 61 -0.034037575 -0.0249082519 -0.0193879087 -0.013890604 0.0064926221 #> 62 0.021986182 0.0347368870 0.0035266130 0.006434769 -0.1056950299 #> 63 0.005201559 -0.0705136203 -0.1526783664 -0.125355978 -0.1121640209 #> 64 0.069519875 -0.0692112474 -0.0637578262 -0.095651929 -0.1262281268 #> 65 0.212267760 0.0271184084 -0.0022530886 0.041208129 -0.1092770337 #> 66 -0.019945881 0.0026036335 0.0089360622 -0.026045240 -0.0080002036 #> 67 -0.089615174 0.0763717092 0.0843349800 -0.127897118 0.0167624247 #> 68 -0.024868706 0.0358839155 0.0463639008 -0.032421261 -0.0133413067 #> 69 0.080863702 0.0128967225 0.0662348504 0.027584784 0.0025979779 #> 70 -0.046721910 -0.0222998438 0.0234067169 0.022616836 0.0045148731 #> 71 -0.058924045 -0.0164546558 -0.1080449019 -0.051436573 0.1282970416 #> 72 0.019462671 -0.1074004687 -0.0409896369 -0.040234010 0.0507963882 #> 73 -0.010268689 -0.0291625533 -0.0565489921 0.061754169 -0.1215468751 #> 74 0.023853801 0.0268140045 0.0350265323 0.038997689 0.0269225598 #> 75 0.069138691 -0.0700680586 -0.0311109548 -0.031194493 -0.0744617787 #> 76 -0.004654738 -0.0555103217 -0.0830593558 -0.050703486 0.0462943770 #> 77 -0.056518322 -0.0215322475 0.0252406305 0.067081783 -0.0897656240 #> 78 0.025435812 -0.0243061674 0.1136439148 -0.052939547 -0.0637564685 #> 79 -0.064336847 0.0367675454 0.1400558488 0.146247644 -0.0127502083 #> 80 0.033207066 0.0062849597 0.0573427628 0.055088833 -0.0270617936 #> 60 61 62 63 64 #> 1 -0.0998402652 -0.138333810 -0.055660379 -0.0675952507 0.0387551536 #> 2 -0.1427259079 -0.082477819 0.032184010 -0.0808991176 0.1273413362 #> 3 -0.0288762708 0.036512366 -0.003641539 0.1166070151 0.0957343182 #> 4 -0.0355782179 0.021898696 0.023483886 0.0265024089 -0.0129039707 #> 5 -0.0262045389 -0.039247770 -0.035201832 0.0612454436 0.1484460567 #> 6 0.0533193216 -0.071703978 -0.111266393 -0.0503250750 -0.0337436198 #> 7 0.0672544345 0.077197301 -0.116207303 -0.0041263194 -0.1509905502 #> 8 -0.0553420844 0.081471577 -0.072996636 0.1946667364 -0.0225237377 #> 9 -0.1187992336 -0.049356224 0.021548953 0.0304683766 0.0599181936 #> 10 -0.0954393585 -0.083145869 0.021603208 -0.1461050217 -0.0547554941 #> 11 -0.0252994929 0.020909613 -0.101724642 0.0010379860 -0.1463134212 #> 12 0.2138525712 0.035446875 -0.003955005 -0.0370746136 -0.0937794414 #> 13 -0.0067342316 -0.039567049 0.218674335 -0.0175739260 0.0698440384 #> 14 0.1097473572 0.007682486 -0.086608290 -0.0570525462 -0.0199684074 #> 15 -0.0300737757 -0.031587938 0.115635824 0.0878775013 -0.0218191883 #> 16 -0.1401440039 -0.145208068 -0.109604570 0.0313567822 0.1225493385 #> 17 -0.0010182853 0.020744481 0.018965034 -0.1215701172 0.0134389395 #> 18 -0.0361742022 -0.087032212 -0.071366370 -0.1011376986 0.0446544815 #> 19 0.0840030906 0.188969073 0.080978605 0.0258657833 -0.0716612294 #> 20 -0.0207873577 0.045097878 -0.150949238 -0.0326035849 -0.1157879444 #> 21 -0.0488167455 -0.113088929 -0.064446947 -0.0921390188 0.0115901388 #> 22 -0.0684003512 -0.131456583 0.018400166 -0.0192457409 0.1348983669 #> 23 0.0640314099 0.091711821 0.185207022 0.0069703821 0.0205042653 #> 24 -0.0624608372 0.048620255 -0.150262206 0.0660239388 -0.0468321914 #> 25 0.1765190541 -0.030912021 -0.087928328 -0.0615730133 -0.0864537945 #> 26 0.0087308977 0.029232751 -0.103886985 -0.1330330015 -0.1042509481 #> 27 -0.0099685017 0.032771978 0.185198693 0.0031222438 0.0315143966 #> 28 -0.0807597049 0.033177148 -0.053178776 0.1275594479 0.0300364173 #> 29 -0.0407394891 -0.043869147 -0.104006632 -0.0855010096 -0.0783994400 #> 30 0.0432085974 -0.005250103 -0.102479619 -0.1582119562 -0.1059336449 #> 31 -0.0159966693 -0.074634309 0.060486537 0.1213151751 0.1282907948 #> 32 -0.0032748886 -0.106120843 -0.025557133 -0.1269474362 -0.1008611785 #> 33 -0.0436656624 -0.113111634 0.035186973 -0.0872128327 -0.0269023078 #> 34 0.0672008331 0.123357169 0.015353888 -0.0106213486 -0.0387836763 #> 35 -0.0758164469 -0.055925561 -0.079829199 0.0925803488 -0.0171792727 #> 36 0.1068869325 0.075147328 0.140107578 -0.0086620715 0.0528734687 #> 37 -0.0580013252 0.050817553 -0.108545910 0.0586018616 -0.0731934296 #> 38 0.0425657526 0.006777118 -0.086024055 -0.0797119598 -0.1168427644 #> 39 -0.0137364115 -0.119843379 -0.118837456 -0.1222567287 -0.0894304282 #> 40 -0.0772356012 -0.106028702 -0.064153929 0.1356224682 -0.0001605838 #> 41 -0.0578971676 -0.032082227 -0.041916108 -0.0275477504 -0.0343807735 #> 42 0.0061095611 0.014907041 0.049410678 0.0786202187 -0.0675930365 #> 43 0.0462148671 -0.065099504 -0.025699104 -0.1274166834 -0.0806049636 #> 44 -0.1538838002 -0.148525584 -0.088209039 -0.0495709602 0.0631733469 #> 45 -0.0786668047 -0.011443374 -0.105988462 -0.0748893464 -0.0733553279 #> 46 0.0581476308 -0.035121394 -0.103975322 -0.0099300091 -0.0285526092 #> 47 -0.0835154379 -0.003639838 -0.041218706 -0.0392283549 0.1099467822 #> 48 -0.1499923618 -0.084725977 -0.046142348 -0.0244633758 0.0515918014 #> 49 -0.0263706842 -0.091326912 0.045333401 0.0173261308 0.0545225357 #> 50 0.0675737418 0.047081484 0.148705600 -0.0532938859 -0.0245874931 #> 51 0.0205569437 0.012397709 0.121800675 -0.0661013707 -0.0012084997 #> 52 -0.1632168573 -0.085956296 0.092850676 0.1143792904 0.2294899501 #> 53 -0.0915216281 -0.057217740 0.063192998 0.0706593790 0.0269068053 #> 54 -0.0113716593 0.048197137 0.034586859 -0.0685987413 -0.0193566503 #> 55 -0.0400071907 -0.013664335 0.008868267 0.0637382353 0.0876385283 #> 56 0.0115384441 -0.028577367 -0.002423383 -0.0360192989 -0.0751349493 #> 57 0.0781678915 -0.012119235 -0.022695868 -0.1072462562 -0.0587437392 #> 58 0.0807105771 -0.002222125 -0.015387907 -0.0755240630 -0.0862380372 #> 59 0.0278218126 -0.011291411 -0.156970218 -0.0917846177 -0.1462667468 #> 60 0.5960827812 0.158275318 0.047769101 -0.0164409360 -0.1503071754 #> 61 0.1402019457 0.614156154 0.037103489 0.0356604114 -0.1172581135 #> 62 0.0631868833 0.070594644 0.580664999 0.0083826063 0.1244517972 #> 63 -0.0726777450 -0.002503025 -0.063271985 0.6523195901 -0.0398352191 #> 64 -0.1661259611 -0.115003526 0.093215229 0.0005828042 0.6119015669 #> 65 -0.0964551416 0.056353352 0.090833685 0.0374268862 0.1160891999 #> 66 0.0649375694 0.092407454 0.076232643 0.0070437690 -0.0183836242 #> 67 0.1032750333 0.092860798 -0.014674882 -0.0573315836 -0.0231892840 #> 68 -0.0241188171 -0.003499797 -0.076896303 0.1152621413 -0.0483193650 #> 69 -0.0094403700 0.154866855 0.063876349 0.0501769084 0.0732466016 #> 70 0.0367621131 -0.001970344 -0.061004433 0.0142017451 -0.0694107136 #> 71 -0.0080034231 -0.081195504 -0.026061437 -0.0057581004 -0.0628400465 #> 72 0.0206098003 0.075189384 -0.131028256 0.0589304241 -0.1032001579 #> 73 -0.0053110025 0.042319523 0.249454382 -0.0270978609 0.0798176334 #> 74 0.0223607829 0.038041640 0.045123260 -0.0784066565 0.0481196597 #> 75 -0.0521582120 -0.042181621 0.042068904 0.1658534556 0.1147525557 #> 76 -0.0001820592 -0.017466591 -0.086266711 0.0774957946 -0.0026903210 #> 77 0.1810477857 0.088490402 0.180802199 -0.0016253180 -0.0196413921 #> 78 0.0275404813 -0.031778944 -0.011947803 0.0363345683 0.0635970167 #> 79 0.1043416558 0.183814397 -0.004079932 -0.0055906592 -0.0635937300 #> 80 -0.0416823692 -0.170982138 -0.050730533 -0.0467730420 0.0585271478 #> 65 66 67 68 69 #> 1 -0.003905825 -0.0406019083 -1.070054e-02 0.0664469376 0.0449845417 #> 2 0.109291349 -0.0374442050 -6.410757e-02 -0.0869710686 0.0223841939 #> 3 0.064386433 0.1915705719 9.519141e-02 0.0205616304 0.1075529812 #> 4 0.094494531 -0.0113623363 4.158237e-02 -0.0657702435 0.0056639809 #> 5 -0.045724163 -0.0488239555 -4.303647e-02 0.0772283600 0.1557497804 #> 6 -0.086171543 -0.0861734561 -1.106907e-01 -0.1099996666 -0.1613464453 #> 7 -0.057921088 -0.0399466112 2.640099e-03 0.1124564006 0.0611908247 #> 8 0.077363707 0.0362713988 7.287294e-05 0.0252601979 0.0594594180 #> 9 0.148713160 0.0034342113 -2.520056e-02 0.1162518603 0.0234426459 #> 10 -0.008584061 0.0077949422 -1.253744e-01 -0.0876570681 0.0135278533 #> 11 -0.057357687 -0.0575340563 -9.050279e-02 -0.0025117838 -0.0564817063 #> 12 -0.147801186 0.0385285143 1.441671e-01 -0.0537612761 -0.0977200613 #> 13 -0.040303830 -0.0735780315 -3.810756e-02 -0.0749310712 -0.0581344069 #> 14 -0.083754714 0.0490725683 6.165600e-02 0.0092763228 0.0040051195 #> 15 0.051718608 -0.0239952029 1.573107e-02 0.0927466526 -0.0038488298 #> 16 0.002248257 -0.1275121907 -5.839698e-02 0.1088953579 -0.0310312222 #> 17 -0.041059540 -0.0773219113 5.300645e-02 -0.0227722805 -0.0657565517 #> 18 0.099568630 -0.0882655049 1.209182e-01 0.0336103817 -0.0553100735 #> 19 0.011813408 0.0764477401 5.755573e-03 0.0111716800 0.1543357450 #> 20 -0.086104375 0.0421836782 4.968100e-02 0.1476093497 0.0413872291 #> 21 -0.019111981 -0.0761951548 -2.994386e-03 0.0488478168 -0.0410974851 #> 22 -0.115899148 -0.0158691277 -9.045883e-03 -0.0309628267 -0.0566698212 #> 23 0.073876932 0.0949511278 6.171396e-02 -0.0604331965 0.0038157344 #> 24 -0.054731034 -0.0012694720 1.198845e-02 0.0825028983 -0.0025296506 #> 25 -0.138394730 0.0093243910 5.991199e-02 0.0555686679 -0.0719827586 #> 26 -0.067380185 0.1288315913 7.086004e-04 -0.1051956253 -0.0836428673 #> 27 -0.031026616 -0.0897141480 -7.639697e-02 -0.1506036328 -0.1097028186 #> 28 -0.032184592 -0.0202790217 3.364261e-02 -0.0674096512 -0.0792415604 #> 29 -0.034340287 -0.0467592341 -6.608733e-02 -0.1077946794 -0.1149703996 #> 30 -0.099039879 -0.1099638260 4.681338e-02 -0.0437968143 -0.0813641693 #> 31 -0.021276109 0.0115007933 -8.324878e-02 -0.0235749440 0.0072575259 #> 32 -0.144379539 -0.0295212136 1.415530e-02 -0.0966858246 -0.0700322539 #> 33 -0.016533776 -0.0020747822 -1.027477e-01 -0.0788741630 -0.0926878351 #> 34 0.059155370 0.0974684342 1.923043e-02 0.0145898871 0.0517835178 #> 35 -0.082415682 -0.1141188310 -1.420519e-01 -0.0807586283 -0.1022069549 #> 36 0.021517112 0.3167965969 4.228668e-02 -0.0167849290 0.1077134202 #> 37 -0.089887739 -0.0930221993 -4.284082e-02 0.0360189015 0.0345540310 #> 38 -0.081765226 -0.0883474145 2.743041e-02 -0.1064784864 -0.1740992913 #> 39 -0.082270912 -0.0953772246 -8.484104e-02 0.0141945774 -0.1277851677 #> 40 -0.087918196 -0.0625452124 -5.476935e-02 0.0198188002 -0.0681272936 #> 41 -0.019674710 -0.0991921506 -2.126431e-02 -0.1127099307 -0.0898571280 #> 42 0.056275731 -0.0600129791 -2.017859e-02 -0.0082417425 -0.0233231461 #> 43 -0.159094046 -0.0203998377 6.652048e-02 -0.0334112095 -0.0416979927 #> 44 -0.076565021 -0.0610891139 -1.431278e-01 -0.1403479980 -0.1558456069 #> 45 0.046903247 -0.0187885503 -6.475347e-03 0.0297837827 -0.0565831627 #> 46 -0.111410532 -0.0460906304 -2.094225e-03 -0.0429351724 -0.0671376510 #> 47 0.028310148 -0.0041723821 3.767103e-02 0.1230736301 0.0621883442 #> 48 0.087052584 -0.1325108548 -9.214251e-02 -0.0873132383 -0.0768683757 #> 49 0.006857073 -0.1134930856 -1.067891e-01 -0.0306967714 -0.0494851579 #> 50 0.161059907 0.0615548318 -2.640921e-02 0.0008000609 0.0693283630 #> 51 0.105103998 -0.0123626364 2.744110e-02 -0.0234016072 0.1013720244 #> 52 0.097791303 -0.0615666046 -1.108009e-01 -0.0177182651 -0.0285965727 #> 53 0.093801798 -0.0797347236 -7.245303e-02 -0.0144871098 -0.0652424856 #> 54 0.080098037 0.0147361805 -8.044965e-02 -0.0884688604 0.0613355009 #> 55 0.212082867 -0.0155226227 -7.145612e-02 -0.0068727039 0.0732838216 #> 56 0.002891161 -0.0170154628 7.048841e-02 0.0298375625 -0.0187255128 #> 57 -0.015542547 0.0002547548 8.938947e-02 0.0512553367 0.0455504039 #> 58 0.032318475 -0.0303267430 -1.184428e-01 -0.0231300208 0.0113001419 #> 59 -0.147619199 -0.0417342180 -3.235791e-03 -0.0335025779 -0.0431391756 #> 60 -0.098939901 0.0670609607 1.191342e-01 -0.0084226825 -0.0193201179 #> 61 0.035795220 0.0764574724 9.064661e-02 -0.0058770347 0.1269137342 #> 62 0.103766708 0.0937738171 1.660209e-02 -0.0457823862 0.0694143838 #> 63 -0.021294683 -0.0470696487 -9.770920e-02 0.0747214668 -0.0159396484 #> 64 0.097785654 -0.0320790186 -2.314888e-02 -0.0484420162 0.0475480680 #> 65 0.593598021 0.0336298424 -3.519947e-02 0.0030120090 0.1365391996 #> 66 0.029021691 0.5982061725 5.975961e-02 0.0113733060 0.0960358414 #> 67 -0.053543417 0.0460238122 6.119420e-01 0.0474984646 0.0004228373 #> 68 -0.015168885 -0.0021994372 4.766152e-02 0.6117789157 0.1675973639 #> 69 0.143934188 0.1080389805 2.616177e-02 0.1931732463 0.5862030334 #> 70 0.025268181 -0.0587781641 -1.286939e-02 -0.0164947765 -0.0642479212 #> 71 -0.115424152 -0.1032202142 -6.968108e-02 -0.0951845841 -0.0753670610 #> 72 -0.027245860 0.0449991925 -2.656912e-02 0.0548008825 0.0035799516 #> 73 0.128881774 0.1063217204 -8.378579e-02 -0.0766140195 0.0161477380 #> 74 -0.016616718 0.0946173841 1.569725e-01 -0.0145389618 0.0249637505 #> 75 0.069162503 -0.0329698372 1.453787e-02 0.0413658008 0.0729941069 #> 76 -0.095130638 -0.0905545125 -5.000176e-02 0.0941385131 -0.0030298705 #> 77 -0.008226119 0.1487864999 1.270824e-02 -0.0606576063 0.0452767547 #> 78 -0.078767563 0.0965483460 1.056058e-01 0.0122436170 0.0037143452 #> 79 -0.057101227 0.1353957785 9.474119e-02 0.0201499802 0.1069960593 #> 80 -0.077298903 -0.0920826456 -5.084210e-02 0.0169158800 -0.1273380999 #> 71 72 73 75 76 #> 1 -0.014778082 -0.0720948118 -0.097727940 -1.497338e-02 -0.008962135 #> 2 -0.018064332 -0.1393890714 0.002594491 4.553415e-02 -0.146072383 #> 3 -0.012490816 0.0157121153 -0.021565827 6.241528e-02 -0.024128873 #> 4 0.120366900 -0.0861502684 -0.040727802 -4.020853e-02 -0.041944289 #> 5 0.068048832 -0.0105402770 -0.054364930 6.399863e-02 0.338610245 #> 6 -0.047143750 -0.0101716064 0.014308155 -2.700938e-02 0.011753835 #> 7 0.062935761 -0.0367592416 -0.120110332 -9.453679e-02 -0.027010194 #> 8 -0.039583181 0.0683639666 -0.021091513 1.636594e-01 0.094956510 #> 9 -0.094947815 0.0512750899 0.004277197 9.336091e-02 -0.112733892 #> 10 -0.007388362 -0.1746019229 0.024992902 -9.922464e-02 -0.089101142 #> 11 0.006007886 -0.0147668465 0.010942892 -8.021036e-02 0.115091966 #> 12 0.113418237 0.0163085584 -0.054766588 -1.185503e-01 0.055535711 #> 13 -0.051889404 -0.0717809130 0.235784500 7.368911e-02 -0.013327466 #> 14 -0.074165201 0.0662145101 -0.014766127 4.857751e-02 -0.035137562 #> 15 -0.033714304 0.0064072878 0.018097194 1.930271e-02 -0.087513863 #> 16 -0.091095973 -0.0367170548 -0.078930211 5.467798e-02 0.133989769 #> 17 -0.077976009 -0.0158935136 0.043079750 -1.300410e-01 -0.025573710 #> 18 -0.073035187 0.0062732071 -0.094096125 -4.469923e-02 -0.010054739 #> 19 -0.063360588 0.1517360726 0.049332094 5.083705e-02 -0.067236147 #> 20 -0.092704334 0.0722636897 -0.049856817 5.108199e-03 -0.065222964 #> 21 0.044026456 -0.1277057614 -0.088033472 -7.276092e-02 -0.035070372 #> 22 0.013379121 -0.0497708454 0.011981611 7.677209e-02 -0.044977981 #> 23 -0.036630765 -0.0801528304 0.116937317 -6.445093e-02 -0.093708712 #> 24 -0.089405801 0.0540755890 -0.110284865 -2.902359e-02 0.080120931 #> 25 -0.000187578 0.0303212633 -0.106126524 -6.421647e-02 -0.030781858 #> 26 -0.015276396 0.0005166237 0.001985825 -1.887174e-01 -0.052671395 #> 27 -0.007147029 -0.0245285502 0.182494775 -4.248146e-02 0.023008219 #> 28 -0.073663491 0.0978397266 -0.076953925 -4.340440e-02 -0.018312756 #> 29 -0.091053709 0.0805378790 -0.040337692 -1.454557e-01 -0.140942059 #> 30 0.073348629 -0.0462535021 -0.100989223 -1.439219e-01 0.014502759 #> 31 0.098318285 -0.0322300016 0.023333159 4.523155e-02 0.013530591 #> 32 0.069474863 -0.1788355105 -0.119829286 -1.104134e-01 -0.103901979 #> 33 -0.012104485 -0.0608235449 0.065995365 -2.011584e-02 -0.156386372 #> 34 -0.115164146 0.2213838464 0.063479206 2.061289e-03 -0.023044249 #> 35 -0.087372019 -0.0685668525 -0.013228575 -5.303267e-02 0.111522687 #> 36 0.034232989 0.1049573429 0.064711553 -5.445552e-02 0.017082950 #> 37 0.017531013 0.0645298007 -0.084352966 2.351333e-02 0.121899946 #> 38 0.007643612 0.0649266990 -0.038118524 -8.799450e-02 -0.039287113 #> 39 -0.033365724 -0.0162554817 -0.084045693 -1.293628e-01 -0.035528890 #> 40 0.092125427 0.0187758610 -0.135049551 9.645589e-02 -0.015886221 #> 41 0.090707711 0.0009575304 -0.120490104 -2.558074e-02 -0.143272220 #> 42 -0.043974733 -0.0609838336 0.001090726 2.400759e-02 0.057538220 #> 43 0.141679345 -0.0880032107 -0.039441266 -1.061903e-01 -0.039223944 #> 44 0.029921764 -0.0760468106 -0.074598671 -9.436506e-02 -0.114511191 #> 45 -0.112727543 0.1446632026 0.002998396 -5.146579e-02 -0.110364195 #> 46 0.110072605 -0.0107761059 -0.085659315 -2.064207e-02 0.339817602 #> 47 -0.049673174 0.0325957214 -0.078225881 -4.651986e-02 0.029905242 #> 48 0.023020447 -0.1131540170 0.023751119 4.469559e-02 -0.036399126 #> 49 0.033432529 -0.0950058973 0.081607365 1.718088e-02 0.234553297 #> 50 0.029677525 -0.0247627093 0.063659194 -7.162928e-02 0.006279867 #> 51 0.088875828 -0.0376929098 0.052568079 8.022757e-03 -0.059692023 #> 52 -0.097554144 -0.1219994915 0.125384258 1.546707e-01 -0.033922762 #> 53 -0.034137319 0.0945513293 -0.026385418 1.032800e-01 -0.105027261 #> 54 0.041044497 -0.0548876322 0.068599874 -6.569235e-02 0.003672109 #> 55 -0.019746466 0.0463644651 0.006365636 7.644772e-02 0.025013699 #> 56 -0.001319432 -0.1045410295 -0.036570583 -8.680138e-02 -0.049884240 #> 57 -0.081971889 -0.0271924088 -0.053019233 -3.690649e-02 -0.066495486 #> 58 -0.020963755 -0.0220369777 0.069683733 -3.259022e-02 -0.029739811 #> 59 0.129317348 0.0395409092 -0.143069823 -1.053100e-01 0.037805540 #> 60 0.028874289 0.0452117271 0.009023455 -4.714905e-02 0.027186510 #> 61 -0.062391164 0.0817179384 0.038580609 -5.524583e-02 -0.008171395 #> 62 0.026234058 -0.0910085468 0.279206622 6.249585e-02 -0.043480359 #> 63 -0.025117198 0.0272955419 -0.069000212 1.146258e-01 0.048627554 #> 64 -0.041781120 -0.0944170168 0.078333306 1.039429e-01 0.008859462 #> 65 -0.076061680 -0.0001591734 0.145700991 7.665643e-02 -0.065277310 #> 66 -0.068465894 0.0674777280 0.118532787 -3.008406e-02 -0.065309335 #> 67 -0.048662558 -0.0178263796 -0.085310519 3.687843e-03 -0.038492383 #> 68 -0.074003007 0.0637066748 -0.077975696 3.067883e-02 0.105810947 #> 69 -0.028609601 0.0380616262 0.040361944 8.788302e-02 0.034218446 #> 70 0.001642933 0.0216149318 -0.045210692 9.795830e-02 -0.050494222 #> 71 0.632960493 -0.0986594384 -0.112211249 -3.836627e-02 0.085837754 #> 72 -0.086383653 0.6206847080 -0.115705038 -1.134433e-04 0.012123540 #> 73 -0.089667995 -0.1054375694 0.610417239 4.125955e-02 -0.055898265 #> 74 0.118025648 -0.0286883280 0.017479394 6.024042e-02 0.054335844 #> 75 -0.006497724 0.0194793193 0.050584841 6.010919e-01 0.022392404 #> 76 0.095346897 0.0093568981 -0.068932376 3.299944e-05 0.623451350 #> 77 0.005891884 -0.0448878644 0.180022268 5.251463e-02 -0.118133107 #> 78 0.003817494 0.1201046423 -0.075090648 1.021101e-01 0.008962067 #> 79 -0.075544941 0.0575183447 0.062252232 1.775848e-02 -0.055934904 #> 80 0.047562163 -0.0511666087 -0.108280820 7.475975e-03 -0.063754717 #> 77 79 80 #> 1 -0.138241336 -0.138701622 0.0112594878 #> 2 0.006384835 -0.030731482 0.0381100918 #> 3 -0.006315393 -0.035757304 -0.0259868991 #> 4 0.071266586 -0.004801506 -0.0752302730 #> 5 -0.106522931 -0.106965691 -0.0695823114 #> 6 -0.007605022 -0.044984098 0.0348165376 #> 7 -0.034218882 -0.032953842 -0.0239520756 #> 8 -0.035171979 -0.034912036 -0.1242575001 #> 9 -0.035627767 -0.064959046 0.0670302732 #> 10 -0.075611104 -0.102077796 -0.1110302601 #> 11 -0.131964757 -0.096118085 -0.1742667461 #> 12 0.035638362 0.094249608 0.0125564085 #> 13 0.058472798 -0.029223342 -0.0866186345 #> 14 0.092473531 0.188035198 0.0637526380 #> 15 -0.009365557 -0.085307023 -0.0320765157 #> 16 -0.171918901 -0.135443136 0.0222343149 #> 17 -0.017007830 0.089196757 0.0498942584 #> 18 -0.139317714 -0.096197460 0.1497985947 #> 19 0.167068537 0.133857649 -0.1025140097 #> 20 0.004587168 0.243172332 -0.0155835481 #> 21 -0.122770219 -0.141397577 0.1196862912 #> 22 -0.015531425 -0.097534562 0.0778993780 #> 23 0.096023394 -0.006042125 -0.0148437052 #> 24 -0.104302697 0.028459009 -0.0518887567 #> 25 0.047694200 -0.006143304 0.2280187759 #> 26 -0.004597901 0.021859817 -0.0764538411 #> 27 -0.025464228 -0.114294000 -0.1157762980 #> 28 -0.122139375 -0.142347169 -0.1149195441 #> 29 -0.084479301 -0.021927608 0.0256782175 #> 30 -0.081927214 -0.055231072 -0.0369346201 #> 31 0.003413872 -0.077136576 0.1235837477 #> 32 0.058901444 -0.004059209 -0.0337553372 #> 33 0.106602882 0.051376629 0.1547819158 #> 34 0.150331929 0.253702036 -0.0303421065 #> 35 -0.091019426 -0.038682203 -0.1502893929 #> 36 0.136062265 0.091449650 -0.0233193077 #> 37 -0.130653970 -0.018989219 -0.0578810349 #> 38 -0.083260265 -0.028463331 0.0128539833 #> 39 -0.123054721 -0.072704715 0.2107497534 #> 40 -0.025844078 -0.075314190 0.1182931729 #> 41 -0.037059825 -0.063587300 0.0530966513 #> 42 -0.078710445 -0.153853673 -0.1310829354 #> 43 0.026887022 0.028642118 -0.0009307299 #> 44 -0.084937491 -0.102805504 0.1675251374 #> 45 -0.056396970 0.052860676 0.0418245424 #> 46 -0.105910274 -0.071839872 -0.0370999353 #> 47 -0.097529048 -0.033849263 0.0290658921 #> 48 -0.044879798 -0.115099940 -0.0513835853 #> 49 -0.132096071 -0.146785945 -0.0335837962 #> 50 0.048753020 -0.027225922 -0.0835957131 #> 51 0.090335811 0.040726124 -0.0720601489 #> 52 -0.028597918 -0.105495347 0.0179675599 #> 53 -0.039155287 -0.105107218 0.1032559558 #> 54 -0.023659436 0.004089745 -0.0586371812 #> 55 -0.051916758 -0.061998003 0.0463828918 #> 56 -0.040973039 0.015064034 -0.0045815697 #> 57 0.016737628 0.129290127 0.0574140223 #> 58 0.062978586 0.139881727 0.0595598972 #> 59 -0.123321333 -0.048568638 -0.0520432412 #> 60 0.183349482 0.104380632 -0.0308064111 #> 61 0.072718726 0.165780001 -0.1781795522 #> 62 0.198521678 0.011376827 -0.0244367928 #> 63 -0.055560430 -0.061788492 -0.0921338929 #> 64 -0.033158481 -0.079373539 0.0535843202 #> 65 -0.003439663 -0.054577491 -0.0639381846 #> 66 0.148964805 0.133311364 -0.0833300787 #> 67 -0.000849258 0.078920977 -0.0558253303 #> 68 -0.074052044 0.004492822 0.0120957036 #> 69 0.057458199 0.116914784 -0.1065823940 #> 70 0.104863396 0.044417899 0.1172486443 #> 71 -0.028684132 -0.112383676 0.0215604096 #> 72 -0.067188095 0.032955394 -0.0648925773 #> 73 0.167989506 0.047956751 -0.1117393196 #> 74 0.093148176 0.106168726 0.0035109228 #> 75 0.049807158 0.012788290 0.0133427693 #> 76 -0.143199979 -0.083264497 -0.0802473275 #> 77 0.598384478 0.247504371 -0.0161598972 #> 78 0.094357364 0.130626260 0.1171698756 #> 79 0.249767091 0.596121758 -0.0617884632 #> 80 -0.024734159 -0.072625445 0.6069587393 #> #> $Y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $ncomp #> [1] 6 #> #> $mode #> [1] "regression" #> #> $mat.c #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 0.004929077 -0.2867997473 1.045581e-03 0.184505652 -0.0968926943 #> 2 0.042865189 -0.1247946022 3.436241e-01 -0.304177141 -0.0757560677 #> 3 0.129625855 -0.0601488845 7.608344e-02 -0.045351056 0.0242355468 #> 4 0.007007422 0.0004019413 7.841760e-02 -0.124987507 0.0572070590 #> 5 0.199380167 -0.0336868690 -2.516596e-01 0.159271958 -0.0834829872 #> 6 -0.079514057 0.1384351530 -1.366357e-01 -0.081132082 -0.1318760060 #> 8 0.216519199 0.0883640403 -2.091555e-01 0.008244313 0.1469801934 #> 9 0.028094937 -0.2078118967 2.847906e-01 -0.144327014 -0.0515465564 #> 11 0.038421301 0.1575716639 -2.150254e-01 0.209883527 0.0923089658 #> 12 -0.229955752 0.1285944293 -1.960997e-01 0.189407888 0.1372979731 #> 13 0.134853545 -0.2316166125 6.617594e-02 -0.107098287 0.2299931908 #> 14 -0.175175165 0.2221945462 -1.133605e-01 -0.167596417 0.0297013988 #> 15 0.081995687 -0.3136722953 1.799849e-01 0.111491217 0.1428653691 #> 16 0.144937546 -0.1147311049 -8.052896e-02 0.094409718 -0.1932002656 #> 18 -0.102785745 -0.1531693587 2.292708e-02 0.083430499 -0.1169918481 #> 19 -0.007384918 0.0059418476 1.198417e-01 -0.183477778 0.3304672806 #> 20 -0.216226681 0.2079811926 -8.095014e-02 -0.109699595 0.0563817455 #> 21 -0.051996228 -0.0908847841 1.390292e-01 0.147824135 -0.2666051027 #> 22 0.018161403 -0.1566427559 -7.031401e-02 0.122570675 -0.0337288930 #> 23 0.050591252 -0.0913524769 2.006493e-01 -0.097032574 0.1103816363 #> 24 0.022577498 0.2367585952 -1.708021e-01 -0.013859009 -0.0996662011 #> 25 -0.230326191 0.0237825963 -1.424305e-01 0.121371481 0.0029836204 #> 26 -0.230302613 0.2444339468 -5.232923e-02 -0.034821297 0.0002102155 #> 27 0.144174204 -0.0447575493 -1.482881e-03 -0.017431586 0.1212523927 #> 28 0.162081536 -0.0729629933 -5.169339e-02 0.113469701 -0.0226562828 #> 29 -0.174242866 0.1063912430 2.644646e-01 -0.060778269 -0.1150303070 #> 31 0.102774772 -0.0536609418 1.302745e-01 0.142130673 -0.0540447466 #> 33 -0.133213449 -0.1841420822 3.722736e-01 -0.126850117 0.0110997704 #> 34 -0.089684902 0.1282517500 -3.919077e-03 -0.242038644 0.3711425336 #> 35 0.154793532 -0.0301439552 -1.207538e-01 0.088770245 0.0538695587 #> 36 -0.031255235 -0.0107243954 -8.598124e-03 -0.078617540 0.3023620435 #> 37 0.061065145 0.2436013021 -1.139724e-01 0.119528485 -0.1002584055 #> 39 -0.227275583 0.1471765061 9.436868e-02 0.032686150 -0.2688484280 #> 40 0.059511426 -0.1042806217 4.704507e-02 0.172933887 -0.1559415367 #> 42 0.204673145 -0.1614879959 -9.926706e-02 0.149612415 0.0825434937 #> 43 -0.213372143 0.0082845589 7.098571e-05 0.217690607 0.0200794387 #> 44 -0.049874170 -0.0311775537 2.348745e-01 -0.025723418 -0.3314919606 #> 45 -0.175180516 0.1433047749 1.352259e-01 -0.197737917 0.0124156805 #> 46 0.051249005 0.1278793000 -3.679914e-01 0.184312075 -0.0994295027 #> 48 0.089965855 -0.0163648818 4.465005e-02 -0.228786220 -0.0775695727 #> 50 0.019156876 -0.0808879203 8.162367e-02 -0.080053288 0.2502064586 #> 51 -0.038370807 -0.2011335726 1.669853e-01 -0.083546491 0.2501206069 #> 52 0.270867068 -0.2161975585 2.126705e-01 -0.183993415 -0.0635715585 #> 53 0.079030023 -0.2287113236 2.977707e-01 -0.016714850 -0.0821075049 #> 54 0.006063856 0.2327554406 1.653916e-01 -0.071931477 -0.0308327246 #> 55 0.153588782 0.0692293157 2.575369e-01 -0.099264801 -0.0849489613 #> 56 -0.115397837 -0.1844386170 1.004728e-01 0.148142806 0.0441270612 #> 57 -0.191890672 -0.1552570835 9.689723e-02 0.006462389 0.1453873556 #> 58 -0.138613634 0.2493755737 1.819788e-01 -0.195659154 0.0220702888 #> 59 -0.154302796 0.2527790221 -2.202095e-01 0.227758225 -0.1166300138 #> 60 -0.164590999 0.0957688466 -1.224930e-01 0.069886805 0.2617877369 #> 61 0.008788420 0.2176665703 -5.734994e-02 -0.128155800 0.2984166893 #> 62 0.104757343 -0.2211028762 1.889522e-01 -0.141696121 0.2952999206 #> 63 0.259909736 0.0405810641 -2.382039e-02 0.139055844 0.0911496942 #> 64 0.184174937 -0.2540524240 6.078648e-02 -0.219137157 -0.0522647528 #> 65 0.166625112 -0.0621123080 2.495649e-01 -0.240340043 0.1075854907 #> 66 -0.040854098 0.0547137439 2.126534e-02 -0.182479721 0.2807710098 #> 67 -0.133508559 -0.0905940780 -1.477452e-01 -0.007203228 0.1700851768 #> 68 0.017683403 -0.0204578233 -7.944844e-02 0.101275148 0.0608714486 #> 69 0.099706570 0.0359007295 2.622188e-02 -0.105275986 0.2353055025 #> 71 -0.024325892 0.0059817462 -4.116756e-02 0.254009206 -0.0802887366 #> 72 -0.016619310 0.2079289921 -3.878759e-02 -0.011559940 0.1151807782 #> 73 0.103014325 -0.0622708392 1.403605e-01 -0.286693731 0.2770502220 #> 75 0.192692181 -0.1229323587 6.038247e-04 -0.138638258 0.1027222107 #> 76 0.162151745 0.1010035687 -3.532630e-01 0.212759238 -0.0370684965 #> 77 -0.092942741 -0.0361685486 8.175210e-02 -0.290550345 0.3763640564 #> 79 -0.180969860 0.1654035539 -2.015823e-02 -0.288466148 0.3510957934 #> 80 -0.159519202 -0.1395155458 1.600955e-01 0.050803135 -0.1964976162 #> comp 6 #> 1 -0.0625395111 #> 2 0.0756715636 #> 3 -0.0798171576 #> 4 -0.1864847104 #> 5 0.0542202171 #> 6 0.2207126853 #> 8 0.0170393565 #> 9 0.0249472587 #> 11 -0.0128864369 #> 12 -0.0298068400 #> 13 0.0024586377 #> 14 0.2425475360 #> 15 -0.1775139056 #> 16 0.3147019543 #> 18 0.1540188707 #> 19 -0.2194346890 #> 20 0.1058665385 #> 21 0.0532522150 #> 22 0.2804396720 #> 23 -0.1685157879 #> 24 0.0303515855 #> 25 0.1426998478 #> 26 -0.1056259837 #> 27 -0.0999413997 #> 28 -0.2111707763 #> 29 0.0071582010 #> 31 0.0965165114 #> 33 0.0543382003 #> 34 -0.0202867938 #> 35 0.0528472699 #> 36 -0.2196827804 #> 37 0.0662608644 #> 39 0.2040263796 #> 40 0.1784296062 #> 42 -0.2029612057 #> 43 0.0021419868 #> 44 0.1083689259 #> 45 0.1183905053 #> 46 0.0479244920 #> 48 0.0622678527 #> 50 -0.2547858502 #> 51 -0.2240818695 #> 52 0.2149445902 #> 53 -0.0417994014 #> 54 -0.0005542606 #> 55 0.0887863200 #> 56 -0.1731281783 #> 57 -0.0260802058 #> 58 0.1295230464 #> 59 -0.1289568938 #> 60 -0.1928179368 #> 61 -0.3079451935 #> 62 -0.1424972691 #> 63 0.0298872176 #> 64 0.2363682375 #> 65 -0.0093931838 #> 66 -0.2033217885 #> 67 -0.0840588953 #> 68 0.0595755161 #> 69 -0.1060354301 #> 71 -0.1461396949 #> 72 -0.0860606203 #> 73 0.0195264216 #> 75 0.2259997324 #> 76 0.0294285523 #> 77 -0.0888223593 #> 79 -0.0093589563 #> 80 0.3085413639 #> #> $mat.d #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 1.628244 1.806355 1.321927 1.958291 0.8682655 1.69605 #> #> $mat.e #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] NA NA NA NA NA NA #> #> $variates #> $variates$X #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.121385071 -0.473128832 -0.145754292 0.103061459 -0.232986450 #> 2 0.098685359 -0.099105818 0.279638084 -0.314045771 -0.231616169 #> 3 0.296456153 -0.006604447 0.081858563 -0.023180701 -0.045695879 #> 4 0.051369216 0.010068457 0.020073740 -0.142411742 -0.052591295 #> 5 0.409958718 -0.073669489 -0.372337159 0.047784666 -0.163734943 #> 6 -0.156471698 0.087657828 -0.290844741 -0.220497812 -0.245752291 #> 7 -0.224105429 0.134038620 -0.114548631 0.098315437 -0.090300836 #> 8 0.534711748 0.168617506 -0.253223583 0.032341710 0.189552509 #> 9 0.014908844 -0.238483032 0.268615126 -0.131782298 -0.147804331 #> 10 0.058345045 -0.009231962 0.129031717 -0.084344427 -0.219879237 #> 11 0.156250176 0.242575909 -0.159831033 0.323672146 0.237515976 #> 12 -0.449694628 0.087582648 -0.170719297 0.271816750 0.258089510 #> 13 0.226490929 -0.306768210 -0.050872503 -0.085634126 0.217081423 #> 14 -0.328581329 0.199759346 -0.226909011 -0.256301230 -0.038605745 #> 15 0.112909396 -0.367862572 0.209646372 0.230916153 0.157288117 #> 16 0.278429218 -0.158007656 -0.179060436 0.030512424 -0.234258547 #> 17 -0.323561652 -0.018226298 0.027323668 -0.048544427 0.101450259 #> 18 -0.267143561 -0.266515626 -0.019201632 0.106478841 -0.072814628 #> 19 0.014438199 0.051733982 0.132773151 -0.083993101 0.334040200 #> 20 -0.420338351 0.183986344 -0.151835627 -0.150958572 0.011989618 #> 21 -0.118780143 -0.103903187 0.163084190 0.149365899 -0.361853409 #> 22 -0.006430677 -0.248337294 -0.135641892 0.155218565 0.055794806 #> 23 0.117731509 -0.055002109 0.220837613 -0.053238296 0.038979183 #> 24 0.136978449 0.286810020 -0.271042936 -0.158732094 -0.300439501 #> 25 -0.513517510 -0.103106664 -0.223396301 0.103992999 0.009837532 #> 26 -0.412720044 0.265456282 -0.065662489 -0.054151696 -0.079161638 #> 27 0.327147300 -0.029346968 -0.065322653 -0.037585223 0.028672466 #> 28 0.356837442 -0.093158727 -0.151915621 0.021816952 -0.228335626 #> 29 -0.295946745 0.196907138 0.354853362 -0.016712217 -0.244886175 #> 30 -0.296366966 0.155305397 -0.105848645 -0.009157951 -0.225381715 #> 31 0.282119783 0.078333480 0.312156069 0.314847625 0.049327771 #> 32 -0.266025950 -0.096188896 -0.073523476 0.027169810 -0.079133113 #> 33 -0.329274209 -0.204377006 0.410393407 -0.038208516 -0.053917377 #> 34 -0.140603199 0.155409293 -0.049212502 -0.187471018 0.379538035 #> 35 0.333107379 -0.007554175 -0.186547630 0.126877010 0.076024146 #> 36 -0.056119620 -0.020404339 -0.030737257 -0.023025481 0.301932040 #> 37 0.259620814 0.403189083 -0.035613914 0.148024176 -0.128627030 #> 38 -0.238897042 0.131656510 0.045310738 0.157530536 -0.082076589 #> 39 -0.431413804 0.171429949 0.139084488 0.013336276 -0.353443164 #> 40 0.136808318 -0.080083871 0.098905423 0.225207599 -0.159720376 #> 41 -0.096168892 0.045542207 0.157460235 0.018939033 -0.208004904 #> 42 0.405099323 -0.219766108 -0.204187227 0.098280312 -0.021669437 #> 43 -0.416448081 -0.006089506 0.087229741 0.355798261 0.135086186 #> 44 -0.096596555 -0.004974832 0.226297914 -0.089204518 -0.550654239 #> 45 -0.311480305 0.192737630 0.150658176 -0.152803917 -0.010179136 #> 46 0.122274140 0.075311915 -0.523404957 0.026642193 -0.213567195 #> 47 0.022001951 -0.046342342 -0.041259325 -0.115672003 -0.205489847 #> 48 0.214059542 -0.045686627 -0.132841356 -0.346967449 -0.249448619 #> 49 0.319776380 -0.046954627 -0.128351846 0.082521014 -0.118908571 #> 50 0.027839261 -0.094268055 0.048578152 -0.022544744 0.219421966 #> 51 -0.126850983 -0.265191444 0.148374424 0.022849524 0.268246079 #> 52 0.566950999 -0.175632096 0.164114291 -0.174094432 -0.131231388 #> 53 0.139276953 -0.223619815 0.339073164 0.013323163 -0.198672685 #> 54 0.169791285 0.486988164 0.372176280 0.100891977 0.033988566 #> 55 0.437455145 0.315043248 0.459925190 0.061536564 -0.049114364 #> 56 -0.308885742 -0.276084448 0.106143911 0.221851847 0.040840846 #> 57 -0.465939545 -0.273599774 0.063305825 0.077231179 0.172889938 #> 58 -0.178947111 0.418082647 0.303318276 -0.105621621 0.008247435 #> 59 -0.250883625 0.256142983 -0.253887940 0.152409848 -0.231402935 #> 60 -0.334430574 0.048551123 -0.145093914 0.094493140 0.266649285 #> 61 0.123834743 0.309317063 -0.073679769 -0.117393099 0.218927187 #> 62 0.197384110 -0.218443639 0.222195788 0.006276056 0.398485899 #> 63 0.648128162 0.226826512 0.093502095 0.291670522 0.165718288 #> 64 0.321595035 -0.360949283 -0.137843474 -0.303056972 -0.121967702 #> 65 0.403949279 0.061436150 0.324374738 -0.128518252 0.143454115 #> 66 -0.075956027 0.066440102 -0.031272400 -0.154141056 0.242133302 #> 67 -0.330072789 -0.267527642 -0.315375279 -0.026923096 0.190785035 #> 68 0.044439306 -0.035587716 -0.093875421 0.136618276 0.080620889 #> 69 0.265434144 0.124511960 0.071488458 -0.002149671 0.308454945 #> 70 -0.136092260 -0.018032793 -0.089726292 -0.048082154 0.067315221 #> 71 -0.017420815 0.006493805 -0.033585423 0.239578897 -0.212124377 #> 72 0.063048655 0.329164108 0.008897887 0.041419519 0.075291669 #> 73 0.219644092 -0.031753549 0.095141454 -0.227359322 0.298667764 #> 74 -0.141028662 -0.052839490 -0.075465488 -0.143643099 0.093908216 #> 75 0.404655784 -0.127396604 -0.076096060 -0.124694366 0.135805381 #> 76 0.381833804 0.109846283 -0.444045731 0.130554612 -0.094953029 #> 77 -0.207911235 -0.094737055 -0.016244362 -0.261178353 0.364527261 #> 78 -0.092096715 -0.098011054 -0.074831347 -0.039280983 0.151716953 #> 79 -0.341722012 0.163134118 -0.092624747 -0.258845397 0.360402526 #> 80 -0.375466530 -0.203532133 0.177453911 0.100978235 -0.198294056 #> comp 6 #> 1 -0.144224020 #> 2 0.048120627 #> 3 -0.123512059 #> 4 -0.150235260 #> 5 -0.056487959 #> 6 0.151639159 #> 7 -0.127061663 #> 8 0.104987338 #> 9 -0.042441068 #> 10 -0.117699971 #> 11 0.212957445 #> 12 0.071041212 #> 13 0.008798555 #> 14 0.158996633 #> 15 -0.165049016 #> 16 0.259448769 #> 17 0.135687006 #> 18 0.214177252 #> 19 -0.143600148 #> 20 0.092204572 #> 21 -0.026330847 #> 22 0.340636130 #> 23 -0.213361023 #> 24 -0.124653918 #> 25 0.129064277 #> 26 -0.073295123 #> 27 -0.155283340 #> 28 -0.342094773 #> 29 -0.085933171 #> 30 -0.070838539 #> 31 0.132788195 #> 32 0.011022251 #> 33 -0.006657135 #> 34 0.012274010 #> 35 0.183645978 #> 36 -0.203062726 #> 37 0.043982090 #> 38 0.013538617 #> 39 0.110051989 #> 40 0.116915864 #> 41 -0.039412414 #> 42 -0.260557762 #> 43 0.098772177 #> 44 -0.058337516 #> 45 0.156998033 #> 46 -0.053376073 #> 47 -0.047467113 #> 48 0.067641330 #> 49 0.066692844 #> 50 -0.187746825 #> 51 -0.128734237 #> 52 0.184443538 #> 53 -0.181215335 #> 54 0.087781714 #> 55 0.130339640 #> 56 -0.119085413 #> 57 0.019466659 #> 58 0.095171524 #> 59 -0.180519087 #> 60 -0.211500945 #> 61 -0.303797601 #> 62 -0.034740001 #> 63 0.120388833 #> 64 0.244994986 #> 65 0.086058135 #> 66 -0.158947672 #> 67 0.053231718 #> 68 0.044776777 #> 69 -0.014765500 #> 70 0.135511587 #> 71 -0.262785353 #> 72 -0.099423695 #> 73 0.078804521 #> 74 -0.020744529 #> 75 0.233641354 #> 76 -0.033602840 #> 77 -0.055619747 #> 78 0.076152044 #> 79 0.023732313 #> 80 0.267623726 #> #> $variates$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.823537988 -0.6329187901 -0.218346016 -0.049002384 -0.342965730 #> 2 -0.247840707 -0.3123576835 -0.291399384 -0.385473652 -0.161098884 #> 3 -0.054074320 -0.3159672447 -0.422730786 -0.340618453 -0.715951069 #> 4 -0.120756653 -0.1551538048 -0.225769024 -0.165953922 -0.053097179 #> 5 -0.511550110 -0.8306456305 -1.034374920 -0.446902573 -1.115720655 #> 6 -0.149404984 0.0063699175 -0.111076388 0.121350993 0.771007907 #> 7 -0.149404984 0.0673347846 -0.091147885 0.015796461 -0.186113809 #> 8 1.054877534 0.4688760692 0.410290246 0.447898979 0.937250433 #> 9 -0.247840707 -0.2368417532 0.002242735 -0.179812261 -0.108327075 #> 10 -0.009031228 -0.0607327955 -0.070373645 -0.134606777 -0.113362014 #> 11 1.380297684 1.1033532002 1.176214670 0.901885507 1.304105989 #> 12 -0.054074320 0.3566111042 0.367615666 0.363398123 0.206553196 #> 13 -0.149404984 -0.3388315857 -0.043813206 0.004765314 0.203887458 #> 14 -0.585607305 -0.2316825378 -0.589546538 -0.244795167 0.025950847 #> 15 -0.009031228 -0.1099169577 0.352471445 0.096412767 -0.303359768 #> 16 -0.009031228 -0.2591160898 -0.138160270 0.027609286 -0.006547757 #> 17 -0.247840707 0.0682546604 0.118172462 0.061326652 0.247803910 #> 18 -0.149404984 0.1061292439 0.509202980 0.356694730 0.564338464 #> 19 0.493289056 0.4316349015 0.519118056 0.260798617 0.777645371 #> 20 -0.585607305 -0.1489729996 -0.454974437 -0.204631098 -0.121053349 #> 21 -0.179865734 -0.0550623907 0.066738820 -0.065037066 -0.483565773 #> 22 -0.089791234 -0.0751409863 0.236665209 0.251322524 0.216753463 #> 23 -0.149404984 -0.2407961314 -0.253879437 -0.320453430 -0.602678665 #> 24 -0.511550110 -0.5845819352 -1.190719146 -0.620819066 -1.042193813 #> 25 -0.585607305 -0.0649815509 0.052096306 0.185968780 0.184888684 #> 26 -0.009031228 0.3638840352 0.134497237 0.135116004 0.426875540 #> 27 -0.179865734 -0.4570202133 -0.584396859 -0.350396325 -0.705516092 #> 28 -0.179865734 -0.4837828293 -0.533770819 -0.257767880 -0.630577359 #> 29 -0.149404984 0.1320923575 -0.088566574 -0.299326596 -0.637410218 #> 30 -0.054074320 0.2184019537 0.086218696 0.129653312 0.313075783 #> 31 1.501086973 1.0987738151 1.394387263 0.730550330 0.937578452 #> 32 -0.213009247 0.0477891168 0.196739682 0.182438688 0.350194389 #> 33 -0.247840707 0.0734039446 0.379575568 -0.020803302 0.039255827 #> 34 -0.362992270 -0.2004609229 -0.486281146 -0.295039215 -0.242609978 #> 35 0.893132881 0.5048055123 0.700117192 0.598535028 1.063780409 #> 36 -0.511550110 -0.4105238440 -0.533081308 -0.339102785 -0.712882706 #> 37 1.132970057 0.7872347075 0.524781615 0.378289908 0.519342755 #> 38 -0.247840707 -0.0080617954 -0.190918977 -0.159464722 -0.714953064 #> 39 -0.009031228 0.3807345418 0.286005608 0.099177767 0.193607429 #> 40 0.749615880 0.5523831231 0.864238594 0.516631200 0.657278592 #> 41 -0.009031228 0.0785456601 0.045097781 -0.075849253 -0.213786086 #> 42 -0.213009247 -0.5571614371 -0.461036019 -0.173383442 -0.612712110 #> 43 -0.120756653 0.2665354742 0.372530159 0.192589454 -0.368102151 #> 44 -0.511550110 -0.3740380418 -0.504308799 -0.493189421 -0.911150046 #> 45 -0.009031228 0.2726268016 0.109165073 -0.028009542 0.281462005 #> 46 -0.473329442 -0.5368755003 -0.836527434 -0.211370482 -0.536815258 #> 47 -0.585607305 -0.5476973833 -0.685079823 -0.434605175 -0.719323846 #> 48 -0.179865734 -0.3550832064 -0.422776946 -0.195718385 0.341128075 #> 49 -0.149404984 -0.4229188459 -0.513738726 -0.260151910 -0.772866631 #> 50 0.027663561 -0.0001583752 0.128596778 0.054015846 0.172675228 #> 51 -0.399522883 -0.2457857326 0.026517059 -0.082258707 -0.237061755 #> 52 0.375815619 -0.1722889280 0.004568294 -0.107700075 0.149746244 #> 53 -0.120756653 -0.2343936078 -0.014721918 -0.238826154 -0.568699130 #> 54 1.287934643 1.0078914779 0.711791686 0.229254292 0.289509161 #> 55 1.688315798 1.1275224993 1.110217502 0.438973914 0.851274532 #> 56 -0.247840707 0.0550258343 0.452447776 0.233769276 0.026878642 #> 57 -0.585607305 -0.1078682033 0.226464971 0.110139099 0.074220726 #> 58 -0.009031228 0.1531617289 -0.362002894 -0.449119008 -0.774726129 #> 59 -0.213009247 0.0341398643 -0.303357591 -0.033394038 -0.419063233 #> 60 -0.511550110 -0.1596550835 -0.284504710 -0.094107991 -0.425372156 #> 61 -0.089791234 -0.1925618931 -0.685795729 -0.413203315 -0.667172188 #> 62 0.977867455 0.7035256319 1.259830844 0.700446113 1.565635435 #> 63 1.209899834 0.5063795053 0.381996987 0.194745854 -0.218604494 #> 64 -0.149404984 -0.4245581767 -0.086918782 0.034376250 0.761048973 #> 65 0.683417108 0.2519115647 0.260276356 -0.043269030 0.192271623 #> 66 -0.009031228 0.0603258375 -0.008354876 0.015470266 0.382542424 #> 67 -0.179865734 0.1353962435 0.550577937 0.584553847 1.379128875 #> 68 -0.213009247 -0.2320634476 -0.268475528 -0.117862215 -0.573956872 #> 69 0.818005913 0.4980867375 0.510473659 0.296332970 0.673199592 #> 70 -0.511550110 -0.3384367169 -0.437818004 -0.234976146 -0.421521865 #> 71 -0.511550110 -0.4454068447 -0.617502551 -0.394167949 -1.429356554 #> 72 0.618230925 0.5004398366 0.234040821 0.151980691 0.249360351 #> 73 -0.179865734 -0.3601171047 -0.448694494 -0.367111513 -0.315197955 #> 74 -0.213009247 -0.0648831095 -0.016457082 0.039833088 0.413813327 #> 75 -0.149404984 -0.4994289165 -0.508365948 -0.291799859 -0.376890762 #> 76 0.556257414 0.1572249821 0.064740928 0.343451809 0.480169653 #> 77 -0.511550110 -0.2736992822 -0.244544087 -0.154111654 0.241478894 #> 78 -0.179865734 -0.0791147627 0.025820959 0.067944424 0.241836845 #> 79 -0.247840707 0.0846243612 -0.107280162 -0.009893005 0.561488764 #> 80 -0.179865734 0.1763140421 0.519043251 0.230586779 0.292319912 #> comp 6 #> 1 -0.0563021319 #> 2 0.0361001953 #> 3 -0.3431264141 #> 4 -0.0002589792 #> 5 -0.4873538447 #> 6 0.5205141061 #> 7 -0.0490499176 #> 8 0.3827719821 #> 9 0.0202097491 #> 10 0.0545297869 #> 11 0.5460236815 #> 12 -0.0263831910 #> 13 -0.0067544391 #> 14 0.0330487141 #> 15 -0.2358213103 #> 16 0.1165728936 #> 17 0.0749234086 #> 18 0.3261803254 #> 19 0.2270965658 #> 20 -0.0681092171 #> 21 -0.0623086961 #> 22 0.0824002075 #> 23 -0.3284864628 #> 24 -0.3797292453 #> 25 0.0896146345 #> 26 0.2590576321 #> 27 -0.3758560784 #> 28 -0.2059212159 #> 29 -0.2009463998 #> 30 0.2756546955 #> 31 0.4547257156 #> 32 0.2197873411 #> 33 0.0476985298 #> 34 -0.3184987151 #> 35 0.5056660054 #> 36 -0.5195181626 #> 37 0.3317177580 #> 38 -0.3239909795 #> 39 0.2800537933 #> 40 0.4182495420 #> 41 -0.0029595837 #> 42 -0.3025748343 #> 43 -0.2575992135 #> 44 -0.1845500573 #> 45 0.1493010133 #> 46 -0.1654816708 #> 47 -0.2630490898 #> 48 0.3023362836 #> 49 -0.3347833597 #> 50 -0.0239312438 #> 51 -0.2586842559 #> 52 0.1438420004 #> 53 -0.1894291142 #> 54 0.1308096775 #> 55 0.4609396804 #> 56 -0.0071477267 #> 57 -0.0505121231 #> 58 -0.4008307809 #> 59 -0.0960696850 #> 60 -0.3542692980 #> 61 -0.4536243897 #> 62 0.5975035198 #> 63 -0.1967478956 #> 64 0.4520462505 #> 65 0.0249913414 #> 66 0.0718802022 #> 67 0.6083536041 #> 68 -0.3351006057 #> 69 0.1867251827 #> 70 -0.2502523203 #> 71 -0.6231425262 #> 72 0.0891116751 #> 73 -0.3142587277 #> 74 0.1637702998 #> 75 -0.2624665825 #> 76 0.2944248499 #> 77 -0.0629926415 #> 78 0.0461354358 #> 79 0.1029428801 #> 80 0.2511619665 #> #> #> $loadings #> $loadings$X #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.1241718223 -0.244399165 0.0556648356 0.061182286 -0.159560554 #> 2 0.0090432069 -0.064027936 0.0797764148 -0.295551482 0.011160212 #> 3 0.0976273840 -0.060575872 -0.0005605623 -0.085853523 -0.052403663 #> 4 -0.0005197704 -0.014249626 -0.0192350450 -0.109386550 0.020185123 #> 5 0.1041348313 -0.180307656 -0.1924884396 0.066281110 -0.120315165 #> 6 -0.0755215630 0.007558137 -0.1718195160 -0.039411538 0.053979658 #> 8 0.2232174181 0.012680309 -0.0993600138 0.122988525 0.148460512 #> 9 -0.0271100368 -0.104507789 0.1356209235 -0.167093807 -0.029456559 #> 11 0.1418489755 0.195797530 0.0501841346 0.297077038 0.112814346 #> 12 -0.1547354091 0.142398614 0.0181225730 0.239963170 0.065410384 #> 13 0.0335368882 -0.191801191 0.0522709536 -0.015575802 0.118415340 #> 14 -0.1357011991 0.074727630 -0.1935992655 -0.089880236 0.100552208 #> 15 0.0121618479 -0.132201495 0.2382406476 0.065255697 -0.059821309 #> 16 0.0764820252 -0.129592221 -0.0195101462 0.068350812 -0.033716023 #> 18 -0.1338695055 -0.058844246 0.1238330126 0.113030752 0.038297955 #> 19 0.0269805189 0.065056744 0.0776079188 -0.047308563 0.176181011 #> 20 -0.1590345088 0.108269728 -0.1309043878 -0.055956734 0.069534597 #> 21 -0.0563093613 -0.008165135 0.1085969907 -0.034088925 -0.235366172 #> 22 -0.0293917510 -0.090022232 0.0874615461 0.176733815 0.070078371 #> 23 0.0338768897 -0.031641732 0.0783901678 -0.136949731 -0.051646366 #> 24 0.0373586326 0.027981966 -0.2740886098 -0.115697437 -0.131762508 #> 25 -0.2240682582 0.011846808 -0.0156696825 0.141992325 0.026680048 #> 26 -0.1293173369 0.191173860 -0.0699215382 -0.019706200 0.019556499 #> 27 0.1019474573 -0.079938882 -0.0461871747 -0.050075947 -0.042236541 #> 28 0.0932919743 -0.130224589 -0.0751748471 -0.026302977 -0.180843312 #> 29 -0.0759942781 0.185993072 0.1045038175 -0.179181602 -0.153194824 #> 31 0.1707066920 0.128600998 0.2392792810 0.122102705 -0.025912961 #> 33 -0.1341767284 -0.001823572 0.2393535487 -0.148891686 -0.028518238 #> 34 -0.0548602888 0.065926003 -0.0818232257 -0.087265086 0.200252031 #> 35 0.1540971711 -0.001318272 0.0378432756 0.177654073 0.115001344 #> 36 -0.0449419095 -0.025910059 -0.0199362230 -0.012700482 0.085286046 #> 37 0.1695920567 0.205450827 -0.0500851590 0.071563954 -0.062058369 #> 39 -0.1362967318 0.172230832 0.0328921172 -0.068863564 -0.131388958 #> 40 0.0651362037 0.010648190 0.1508822047 0.116314166 -0.073256790 #> 42 0.1032623076 -0.191979483 -0.0400301961 0.066354742 -0.107722007 #> 43 -0.1431348511 0.132965266 0.1636848046 0.183273602 -0.044530056 #> 44 -0.0463011901 0.006763959 0.0498108266 -0.207300883 -0.234931966 #> 45 -0.0910693683 0.159229676 0.0209067173 -0.128055739 0.090157505 #> 46 0.0121319891 -0.074051894 -0.2651017046 0.115252926 -0.089351405 #> 48 0.0366343588 -0.100961133 -0.1110606542 -0.174420849 0.070340025 #> 50 -0.0015697277 -0.039237253 0.0546803233 -0.030180849 0.064526896 #> 51 -0.0820691123 -0.082724670 0.1554509799 -0.012920328 0.091378869 #> 52 0.1906375619 -0.151881391 0.0844363135 -0.143642768 0.052207233 #> 53 0.0271884001 -0.098140675 0.1714173078 -0.141535958 -0.161498391 #> 54 0.1681806149 0.306901042 0.0973407076 -0.076227895 -0.005558872 #> 55 0.2609215708 0.203190251 0.1758681831 -0.091482026 0.010069656 #> 56 -0.1360247513 -0.039048533 0.1908727339 0.101262388 -0.060655704 #> 57 -0.2133103859 -0.040549370 0.1505919404 0.060146650 0.069458779 #> 58 -0.0079972662 0.247268078 -0.0027667879 -0.206944610 -0.014601560 #> 59 -0.0805723868 0.139578040 -0.1486138559 0.080198537 -0.190918447 #> 60 -0.1376860331 0.050933426 -0.0588613679 0.071277590 0.001799451 #> 61 0.0633690647 0.103325879 -0.1501101015 -0.103906187 0.031375089 #> 62 0.0739641680 -0.058294142 0.2137404923 0.027766853 0.219257767 #> 63 0.3171688276 0.108396411 0.0890301481 0.126410622 -0.016360878 #> 64 0.0433554691 -0.266583429 -0.0164511019 -0.086518421 0.171587264 #> 65 0.1803990009 0.026075163 0.1157753211 -0.149865719 0.117059189 #> 66 -0.0296527865 0.021205050 -0.0439912803 -0.073097835 0.141522526 #> 67 -0.1796097800 -0.087273597 0.0043592337 0.170381206 0.229765628 #> 68 0.0014999825 -0.030636615 -0.0133630419 0.074026195 -0.035255752 #> 69 0.1301947730 0.057716805 0.0286408394 0.002709621 0.139715966 #> 71 -0.0271900943 -0.005422182 -0.0149714405 0.029343834 -0.290680771 #> 72 0.0760714641 0.175471649 -0.0426110339 -0.004282866 0.009415361 #> 73 0.0737429243 -0.055413292 0.0090028064 -0.147141640 0.180557907 #> 75 0.1150324432 -0.147016598 -0.0316185569 -0.036094212 0.132675463 #> 76 0.1371527450 -0.047325269 -0.1947308238 0.177581396 -0.045514456 #> 77 -0.1176189869 -0.046714268 -0.0138447558 -0.107083745 0.237376202 #> 79 -0.1354115081 0.086245900 -0.1039206897 -0.093827325 0.251831257 #> 80 -0.1577425446 0.003363367 0.1875759884 0.030782493 -0.025903482 #> comp 6 #> 1 -0.064035677 #> 2 0.088813355 #> 3 -0.078311972 #> 4 -0.037829994 #> 5 -0.037636094 #> 6 0.189912236 #> 8 0.001512629 #> 9 0.022572144 #> 11 0.020952941 #> 12 -0.073456641 #> 13 -0.114013201 #> 14 0.072397232 #> 15 -0.207110611 #> 16 0.162965220 #> 18 0.158679231 #> 19 -0.157653793 #> 20 0.013439932 #> 21 0.031920766 #> 22 0.106073009 #> 23 -0.165564500 #> 24 -0.032796856 #> 25 0.024213636 #> 26 0.019768545 #> 27 -0.167057318 #> 28 -0.161639693 #> 29 -0.038997513 #> 31 0.028745803 #> 33 -0.040482729 #> 34 -0.174620437 #> 35 0.062466076 #> 36 -0.221813998 #> 37 0.039033808 #> 39 0.140459724 #> 40 0.084489463 #> 42 -0.194418323 #> 43 -0.066019691 #> 44 0.098667557 #> 45 0.079438654 #> 46 0.010298067 #> 48 0.151137941 #> 50 -0.189732291 #> 51 -0.162206508 #> 52 0.118305833 #> 53 -0.081123708 #> 54 0.025825491 #> 55 0.097092538 #> 56 -0.107069802 #> 57 -0.077585829 #> 58 -0.037472266 #> 59 -0.075909887 #> 60 -0.265662911 #> 61 -0.272870174 #> 62 -0.077701885 #> 63 -0.109857148 #> 64 0.228737915 #> 65 0.009680476 #> 66 -0.142287785 #> 67 0.060983064 #> 68 -0.098225317 #> 69 -0.097675918 #> 71 -0.214984148 #> 72 -0.108073902 #> 73 -0.098598401 #> 75 0.030607026 #> 76 -0.008630305 #> 77 -0.142021467 #> 79 -0.101431130 #> 80 0.174317601 #> #> $loadings$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6 #> Y 1.628244 1.806355 1.321927 1.958291 0.8682655 1.69605 #> #> #> $names #> $names$X #> [1] "1" "2" "3" "4" "5" "6" "8" "9" "11" "12" "13" "14" "15" "16" "18" #> [16] "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "31" "33" "34" "35" #> [31] "36" "37" "39" "40" "42" "43" "44" "45" "46" "48" "50" "51" "52" "53" "54" #> [46] "55" "56" "57" "58" "59" "60" "61" "62" "63" "64" "65" "66" "67" "68" "69" #> [61] "71" "72" "73" "75" "76" "77" "79" "80" #> #> $names$Y #> [1] "Y" #> #> $names$indiv #> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15" #> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30" #> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45" #> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60" #> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75" #> [76] "76" "77" "78" "79" "80" #> #> #> attr(,"class") #> [1] "pls" #> #> $XplanScal #> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173 #> 0.5025253 0.5006325 0.5025253 #> X_train_microD20S107 X_train_microTP53 X_train_microD9S171 #> 0.4929888 0.5017375 0.5025253 #> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928 #> 0.5025253 0.5025253 0.4871774 #> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282 #> 0.5031546 0.5017375 0.5029973 #> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207 #> 0.5017375 0.4929888 0.4992082 #> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179 #> 0.5029973 0.5006325 0.5029973 #> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197 #> 0.5029973 0.5029973 0.5006325 #> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790 #> 0.5006325 0.4974619 0.4974619 #> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414 #> 0.5025253 0.5017375 0.5025253 #> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159 #> 0.5029973 0.5029973 0.4929888 #> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192 #> 0.4974619 0.5029973 0.4953901 #> X_train_microsexe X_train_microAgediag X_train_microSiege #> 0.4611488 13.5030421 0.7458747 #> X_train_microT X_train_microN X_train_microM #> 0.8999824 0.7778581 0.4357447 #> X_train_microSTADE #> 1.2143003 #> #> $XplanCent #> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173 #> 0.52500 0.45000 0.47500 #> X_train_microD20S107 X_train_microTP53 X_train_microD9S171 #> 0.60000 0.53750 0.47500 #> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928 #> 0.52500 0.47500 0.37500 #> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282 #> 0.50000 0.46250 0.51250 #> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207 #> 0.46250 0.40000 0.43750 #> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179 #> 0.48750 0.45000 0.51250 #> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197 #> 0.51250 0.51250 0.45000 #> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790 #> 0.55000 0.42500 0.42500 #> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414 #> 0.47500 0.46250 0.52500 #> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159 #> 0.51250 0.48750 0.40000 #> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192 #> 0.57500 0.48750 0.41250 #> X_train_microsexe X_train_microAgediag X_train_microSiege #> 0.70000 64.23634 1.77500 #> X_train_microT X_train_microN X_train_microM #> 2.51250 0.55000 0.25000 #> X_train_microSTADE #> 2.36250 #> #> $CoeffCFull #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 4.176197 5.157328 4.945225 5.065614 5.012711 3.706963 #> [2,] NA 6.346109 6.747861 6.463881 6.288039 10.191918 #> [3,] NA NA 2.925413 5.224357 5.186839 6.723418 #> [4,] NA NA NA 8.520772 9.675657 14.920345 #> [5,] NA NA NA NA 2.962270 6.200873 #> [6,] NA NA NA NA NA 12.494206 #> #> $kernDKsplsDR_mod #> Gaussian Radial Basis kernel function. #> Hyperparameter : sigma = 0.0124995104865493 #>
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6, validation="CV",allres=TRUE,dataXplan=data.frame(X_train_micro),eta=.5))
#> Warning: non-list contrasts argument ignored
#> Kernel : rbfdot #> Estimated_sigma 0.01240445
#> $tt_DKsplsDR #> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6 #> 1 -0.12084841 -0.472367117 -0.146292099 0.103140838 -0.232483704 -0.144043449 #> 2 0.09816753 -0.098981404 0.281151604 -0.312054304 -0.232293415 0.046962484 #> 3 0.29593869 -0.006592617 0.082427428 -0.022373858 -0.045243043 -0.123055924 #> 4 0.05139214 0.010295911 0.020750945 -0.141774063 -0.053038152 -0.151187245 #> 5 0.40977854 -0.072619155 -0.371334491 0.047601360 -0.163591549 -0.056478056 #> 6 -0.15608349 0.088101430 -0.290561439 -0.221003036 -0.247242740 0.149358663 #> 7 -0.22420506 0.134074202 -0.114671766 0.098425420 -0.089584399 -0.126988662 #> 8 0.53432715 0.168446993 -0.253515932 0.031122039 0.189352249 0.105372068 #> 9 0.01494675 -0.238238683 0.268497850 -0.130754563 -0.147566538 -0.042790358 #> 10 0.05805674 -0.009372533 0.129820216 -0.083335690 -0.220090724 -0.118312799 #> 11 0.15590562 0.241760767 -0.161876562 0.321026418 0.236922349 0.211851086 #> 12 -0.44916272 0.087057337 -0.172002475 0.269930842 0.258404772 0.071632594 #> 13 0.22668973 -0.306235093 -0.051030563 -0.085736293 0.216902081 0.009655111 #> 14 -0.32807032 0.200068674 -0.225686859 -0.255897808 -0.039459452 0.158422772 #> 15 0.11312211 -0.367796497 0.208576010 0.230976992 0.159052161 -0.162869499 #> 16 0.27841821 -0.157219550 -0.178732767 0.030215143 -0.235071942 0.258411531 #> 17 -0.32355987 -0.018500915 0.027103506 -0.048822508 0.101447705 0.135722696 #> 18 -0.26677146 -0.266367835 -0.020419480 0.105208973 -0.073779049 0.212572383 #> 19 0.01457038 0.051328973 0.132641186 -0.084186154 0.333473757 -0.143789600 #> 20 -0.41986019 0.183950863 -0.151161613 -0.150458983 0.011705118 0.091657323 #> 21 -0.11902315 -0.103969346 0.162928554 0.149951400 -0.361297814 -0.026239998 #> 22 -0.00633225 -0.248244379 -0.136836473 0.153653702 0.055008842 0.340213989 #> 23 0.11739707 -0.055131801 0.221283690 -0.052112938 0.039768177 -0.212042681 #> 24 0.13697728 0.287437711 -0.269533945 -0.157718208 -0.300180077 -0.124783923 #> 25 -0.51280918 -0.103220582 -0.224475460 0.102564588 0.009604217 0.128753819 #> 26 -0.41272518 0.264977579 -0.065722209 -0.054239832 -0.079303829 -0.074427100 #> 27 0.32734282 -0.028571880 -0.064953833 -0.037089320 0.029459830 -0.153970879 #> 28 0.35702453 -0.092767057 -0.151874525 0.022718419 -0.226584618 -0.340555807 #> 29 -0.29608783 0.196486763 0.355328703 -0.015037447 -0.243276677 -0.085369212 #> 30 -0.29668381 0.155380907 -0.105820126 -0.009056587 -0.225349327 -0.071434190 #> 31 0.28139732 0.077727670 0.311225839 0.314017167 0.049486918 0.132758292 #> 32 -0.26635786 -0.096508566 -0.073853070 0.027112036 -0.079166714 0.011060466 #> 33 -0.32917578 -0.204571879 0.410376482 -0.037162175 -0.053269109 -0.006041355 #> 34 -0.14011368 0.155182786 -0.048549816 -0.187056426 0.379610191 0.013820890 #> 35 0.33322752 -0.007786337 -0.187738562 0.124843307 0.074482201 0.181789435 #> 36 -0.05582590 -0.020474648 -0.030471542 -0.022747590 0.302261353 -0.201435628 #> 37 0.25908570 0.402977580 -0.035322955 0.147616383 -0.128665014 0.043194071 #> 38 -0.23901447 0.131452499 0.044858654 0.157359106 -0.081473381 0.013428707 #> 39 -0.43140599 0.171083166 0.139005690 0.013969167 -0.353105507 0.109215354 #> 40 0.13650169 -0.080257263 0.098024617 0.224469533 -0.159658034 0.116472654 #> 41 -0.09642448 0.045580613 0.157911942 0.019737839 -0.207601611 -0.039736976 #> 42 0.40533486 -0.219384522 -0.204488111 0.098374134 -0.020210027 -0.258711106 #> 43 -0.41641507 -0.006698473 0.086029054 0.354755543 0.136106847 0.100108472 #> 44 -0.09673022 -0.004742514 0.226845007 -0.087566547 -0.550247850 -0.059186215 #> 45 -0.31139833 0.192249544 0.150848840 -0.152181662 -0.010157408 0.156211473 #> 46 0.12237516 0.076140438 -0.522851587 0.025958768 -0.213456987 -0.053458175 #> 47 0.02194350 -0.046113638 -0.040898285 -0.115432743 -0.206171176 -0.048816435 #> 48 0.21422957 -0.044957056 -0.131731895 -0.346081399 -0.250897502 0.065361759 #> 49 0.31985470 -0.046489853 -0.128199992 0.082191186 -0.119206168 0.066325510 #> 50 0.02780187 -0.094493419 0.048397777 -0.022462406 0.219733755 -0.186674948 #> 51 -0.12651227 -0.265167950 0.147765942 0.022583912 0.268106237 -0.128299352 #> 52 0.56657735 -0.175262512 0.164669211 -0.173470434 -0.132431735 0.183289196 #> 53 0.13925634 -0.223411747 0.338700120 0.014494786 -0.197244688 -0.180284306 #> 54 0.16878734 0.485913072 0.372486046 0.101412739 0.034458498 0.088090417 #> 55 0.43613891 0.314020216 0.459939478 0.061746343 -0.049662693 0.129336401 #> 56 -0.30837620 -0.276021592 0.105021706 0.221054616 0.041100044 -0.118993586 #> 57 -0.46525168 -0.273563224 0.062501052 0.076443101 0.172593911 0.019688308 #> 58 -0.17933033 0.417385376 0.304315287 -0.104219755 0.009051805 0.096237861 #> 59 -0.25089650 0.256211774 -0.254011477 0.152361294 -0.230274024 -0.180156905 #> 60 -0.33370737 0.048502998 -0.145253478 0.094056043 0.267646948 -0.209484772 #> 61 0.12397054 0.309219177 -0.072877219 -0.116863107 0.219599584 -0.302608597 #> 62 0.19713254 -0.218486359 0.221714358 0.005970305 0.397500487 -0.034557926 #> 63 0.64768409 0.226166427 0.092608583 0.290539186 0.166593094 0.121867991 #> 64 0.32146460 -0.360117126 -0.137330417 -0.303117417 -0.124624797 0.241974814 #> 65 0.40319513 0.061024536 0.324589477 -0.127939458 0.142801037 0.085666697 #> 66 -0.07579767 0.066348948 -0.030506422 -0.153462985 0.241965336 -0.158329140 #> 67 -0.32943416 -0.267599237 -0.316494733 -0.028773743 0.189063632 0.051315992 #> 68 0.04455123 -0.035462880 -0.093968490 0.136448712 0.081596571 0.046174977 #> 69 0.26502009 0.124200573 0.071862166 -0.002263574 0.307948250 -0.014566874 #> 70 -0.13592292 -0.018088810 -0.090048095 -0.048673967 0.067057035 0.135417375 #> 71 -0.01729996 0.006786043 -0.033308660 0.240439728 -0.209648102 -0.260217209 #> 72 0.06293227 0.328696782 0.008910179 0.041631091 0.076242391 -0.098584888 #> 73 0.21949326 -0.031470711 0.095751443 -0.226956067 0.297730131 0.079077671 #> 74 -0.14102093 -0.052802608 -0.075223907 -0.143917771 0.093061061 -0.021480030 #> 75 0.40440114 -0.127138181 -0.075957707 -0.125098380 0.134860897 0.233466992 #> 76 0.38172148 0.110618437 -0.443485160 0.129717310 -0.094628748 -0.033476012 #> 77 -0.20734156 -0.094675159 -0.015644397 -0.260923132 0.363451580 -0.055280773 #> 78 -0.09193920 -0.098193554 -0.074988469 -0.039817301 0.151200824 0.076147180 #> 79 -0.34093272 0.163092512 -0.091522059 -0.258337418 0.359544728 0.024001668 #> 80 -0.37528532 -0.203813019 0.176360474 0.100337578 -0.198718280 0.266633450 #> #> $cox_DKsplsDR #> Call: #> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR) #> #> coef exp(coef) se(coef) z p #> dim.1 3.680e+00 3.964e+01 1.257e+00 2.928 0.00341 #> dim.2 1.009e+01 2.411e+04 3.371e+00 2.993 0.00276 #> dim.3 6.640e+00 7.654e+02 2.635e+00 2.520 0.01172 #> dim.4 1.483e+01 2.753e+06 4.920e+00 3.014 0.00258 #> dim.5 6.168e+00 4.774e+02 2.775e+00 2.222 0.02625 #> dim.6 1.250e+01 2.677e+05 4.978e+00 2.510 0.01206 #> #> Likelihood ratio test=70.01 on 6 df, p=4.067e-13 #> n= 80, number of events= 17 #> #> $DKsplsDR_mod #> $x #> 1 2 3 4 5 #> 1 0.6292638185 -0.0467945817 0.026478849 -0.065475925 0.125478907 #> 2 -0.0440917745 0.6265610113 0.097058345 0.075578743 -0.076149925 #> 3 0.0659494013 0.1338260909 0.589793266 0.019382364 0.090316964 #> 4 -0.0524738923 0.0858779687 -0.007086155 0.616261785 -0.018283359 #> 5 0.1555009704 -0.0488306689 0.080868475 -0.001263329 0.599241755 #> 6 -0.1065285555 -0.1117256072 -0.115089443 -0.075629992 0.004694315 #> 7 0.0272158462 -0.0789699629 -0.071692600 0.036383555 -0.035624909 #> 8 -0.0742359667 -0.0753664642 0.089841671 0.005848481 0.060591341 #> 9 0.1371415858 0.0970197200 0.049777742 -0.014216929 -0.060495629 #> 10 0.0274288330 0.1950981967 -0.003469518 -0.015221964 -0.030238690 #> 11 -0.0213397507 -0.1837847306 -0.130988751 -0.091624676 -0.004364268 #> 12 -0.0430145777 -0.1193410774 -0.038153034 -0.019425432 -0.035452062 #> 13 -0.0758575484 0.0017652346 -0.035581037 -0.091541638 -0.044293359 #> 14 -0.0806042622 -0.0092662439 -0.009320150 -0.061423316 -0.011673173 #> 15 0.1352659675 -0.0070747963 0.021675168 -0.006817951 -0.052927140 #> 16 0.0711328856 -0.0180221749 -0.044450785 -0.069647261 0.205322439 #> 17 -0.1011764068 -0.0225773168 -0.108608324 -0.074421570 -0.101090716 #> 18 0.1836537113 -0.0179570685 -0.032346859 -0.013301221 0.020446700 #> 19 -0.0423471598 -0.0099783080 0.033094228 0.052370244 -0.012863703 #> 20 0.0087931594 -0.0727066862 -0.051935519 -0.066169311 -0.077947746 #> 21 0.1041372858 0.0991002672 0.024388613 0.016745154 0.036278136 #> 22 0.0094778141 -0.0411512778 0.006679640 -0.143012798 0.064678209 #> 23 -0.0699765195 0.0750018643 0.079187520 0.010644993 -0.077087484 #> 24 -0.0138691470 -0.0580588972 0.026549856 0.021707422 0.040884394 #> 25 -0.0230340691 -0.1236992501 -0.009702795 -0.119883342 -0.041454217 #> 26 -0.0394546124 -0.1003419792 -0.059545057 0.025368512 -0.096843207 #> 27 -0.1432909771 -0.0972363118 -0.088335457 -0.078229933 -0.051793623 #> 28 -0.0325846025 -0.1239095686 0.069296663 -0.077859662 -0.017401707 #> 29 -0.0655897046 0.0225365907 -0.025060599 -0.080810475 -0.132405416 #> 30 -0.0905827678 -0.0470067134 -0.122394611 -0.026322571 -0.036576885 #> 31 0.0408604408 0.0610720392 0.132396316 -0.076573473 0.052722419 #> 32 -0.0880178361 0.0682922891 -0.079562792 0.061287714 -0.085325653 #> 33 -0.0049469908 0.1275292448 -0.037058151 -0.025858636 -0.144794497 #> 34 -0.0690064089 -0.0776553987 -0.080389394 -0.019023171 -0.095734167 #> 35 -0.0085141149 -0.1418491622 -0.111665985 -0.089358546 0.037755928 #> 36 0.0063059446 -0.0277082362 0.039007772 -0.021506012 0.008476563 #> 37 -0.0288331820 -0.0958172392 0.018483045 -0.043962995 0.116351686 #> 38 -0.0362363688 -0.0948115976 -0.068521148 -0.066604995 -0.109062858 #> 39 -0.0257352987 -0.0236212556 -0.107849569 -0.121594984 -0.081190648 #> 40 0.0380957725 -0.0059425451 0.083689349 -0.030005944 0.065686658 #> 41 -0.0993572657 0.0585568358 -0.064885291 0.137551305 -0.105326742 #> 42 0.0700539972 -0.1241574805 0.002569284 -0.028506443 0.070059688 #> 43 -0.0210409446 -0.0283133998 -0.053664455 0.017417363 -0.013082353 #> 44 -0.0004024256 0.0702326169 -0.002754588 -0.063620322 -0.096549341 #> 45 -0.0603716142 -0.0285087670 -0.069049373 -0.050211510 -0.151570034 #> 46 -0.0558253299 -0.1557528764 -0.042484502 -0.034636430 0.206264799 #> 47 0.0936055517 0.0629765830 0.091482820 0.018604311 0.069332625 #> 48 -0.0998154261 0.0333790578 -0.087912292 0.127833421 -0.048929744 #> 49 0.0651064472 -0.0636770144 -0.062462125 -0.084331292 0.183483481 #> 50 0.0367203705 -0.0006320191 -0.069834155 0.065589857 -0.034025652 #> 51 0.0452122417 0.0654628197 -0.046781853 0.188878659 -0.034643340 #> 52 -0.0489959655 0.1517374417 0.084906108 -0.067622208 0.005895327 #> 53 0.1176736966 0.0376125420 -0.004022022 -0.062545449 -0.081101532 #> 54 -0.0900235559 0.1016412937 0.001308081 0.096599615 0.032711119 #> 55 -0.0238167554 0.1476934302 0.103019085 0.072021866 0.057286102 #> 56 0.1648694584 -0.0374578879 -0.030119208 0.106853077 -0.060279438 #> 57 0.1432201726 0.0169480396 -0.051815444 -0.003006353 -0.042337363 #> 58 -0.0957723376 0.1053866894 -0.109117171 0.004226696 -0.073696359 #> 59 0.0113905579 -0.1386376712 -0.087200949 -0.020455062 -0.008378072 #> 60 -0.0638938405 -0.1095674139 -0.032358225 -0.012590933 -0.020238545 #> 61 -0.1205839451 -0.0673085901 0.014926939 0.026795609 -0.051358029 #> 62 -0.0042533244 0.0808185504 0.008270974 0.061832356 -0.013819942 #> 63 -0.0879271212 -0.1039634694 0.056797613 -0.006747691 0.010957917 #> 64 0.0588898341 0.1446051202 0.076304728 -0.005736218 0.138332680 #> 65 0.0345552513 0.1448580211 0.063286571 0.119798738 -0.037272463 #> 66 -0.0067362367 -0.0062810965 0.185517571 0.009495766 -0.044981972 #> 67 0.0094284036 -0.0466997550 0.075722648 0.048671314 -0.052933237 #> 68 0.0866652916 -0.0694277015 0.001366408 -0.058500031 0.067406023 #> 69 0.0907718973 0.0655030205 0.113731987 0.038503242 0.171231858 #> 70 -0.0475766251 -0.0732763164 -0.075410735 0.009254535 -0.088340957 #> 71 -0.0156685646 -0.0216587272 -0.052851219 0.106339262 0.037092379 #> 72 -0.0607459720 -0.1308941330 -0.012379255 -0.087824813 -0.029174967 #> 73 -0.0761352309 0.0215398827 -0.039381508 -0.032078214 -0.062742538 #> 74 -0.0320568979 0.1129296040 0.052733641 0.157589519 0.001332135 #> 75 0.0160037017 0.0737525376 0.053838777 -0.022231002 0.064867831 #> 76 -0.0003413625 -0.1403760165 -0.054980717 -0.046336398 0.316226272 #> 77 -0.1046761713 0.0373524403 -0.012106689 0.091844768 -0.102914048 #> 78 -0.0205201817 0.0381331349 0.125951323 -0.028503293 -0.001032827 #> 79 -0.1028692498 0.0025156299 -0.039277507 0.018136127 -0.101091131 #> 80 0.0363585289 0.0604796473 -0.040344059 -0.063144658 -0.074510983 #> 6 7 8 9 10 #> 1 -0.111925395 0.0234099924 -0.082776463 0.105462596 0.0526649312 #> 2 -0.114419640 -0.0800730095 -0.081204154 0.068043537 0.2230371021 #> 3 -0.081015730 -0.0360279011 0.120771727 0.057569305 0.0612371326 #> 4 -0.068024798 0.0455797343 0.010310018 -0.032893885 0.0230161675 #> 5 0.029319538 -0.0094086999 0.082072908 -0.062152556 0.0250194717 #> 6 0.623866979 -0.0403654360 -0.004673541 -0.061945263 -0.0702997573 #> 7 -0.041956422 0.6254579647 -0.006880975 -0.011138319 -0.0414525023 #> 8 -0.001529884 -0.0021463320 0.620723322 -0.094909762 -0.0655058897 #> 9 -0.035663113 0.0167348172 -0.071771268 0.597584829 -0.0303765827 #> 10 -0.100932695 -0.0704944542 -0.099282485 -0.087291671 0.6544999167 #> 11 0.026388194 0.1079177617 0.094800958 -0.080772437 -0.1039992476 #> 12 0.063418132 0.0799712589 -0.042291166 -0.121945476 -0.0947610158 #> 13 -0.021585385 -0.1618873657 0.006806937 -0.020854547 -0.0099947308 #> 14 0.138661955 0.0237463794 -0.020417560 -0.069182463 -0.0734441390 #> 15 -0.119957231 -0.0381515960 -0.002455376 0.191644403 -0.0196114297 #> 16 0.024813821 -0.1040769890 0.021832358 0.005593486 -0.0634979891 #> 17 0.018235923 -0.0649485270 -0.109056482 -0.013265322 -0.1006446543 #> 18 0.037372665 -0.0224961111 -0.028515461 0.071442152 -0.0352911819 #> 19 -0.059552897 -0.0101474885 -0.023620347 0.156437950 -0.0650589084 #> 20 0.021290942 0.1795431203 -0.016042512 0.052955772 -0.0852161128 #> 21 -0.054684727 0.0603112187 -0.108095039 -0.032566874 0.1858819037 #> 22 0.038730670 -0.0343307470 0.007804775 -0.013676128 -0.0787570600 #> 23 -0.058407480 -0.0438154961 -0.015674177 -0.033280571 0.0693938851 #> 24 -0.013439736 0.0460478445 0.056050673 -0.073452504 -0.0551280599 #> 25 0.151187256 0.1222997846 -0.013281333 -0.031217367 -0.1073041038 #> 26 0.079605686 0.1032800703 -0.069967324 -0.071465413 -0.0309650700 #> 27 0.048074203 -0.1160802242 -0.002633636 -0.074683896 -0.0775603389 #> 28 -0.060815774 -0.0570099900 0.080419263 -0.002008134 -0.1271287186 #> 29 0.062546648 -0.0619982588 -0.156421504 0.084907126 -0.0517713806 #> 30 0.024973376 0.0759098731 -0.130819348 -0.131539230 0.0158302952 #> 31 -0.046079973 -0.0284341078 -0.043442716 -0.014134435 -0.0123820671 #> 32 -0.093042697 0.0134306374 -0.087725023 -0.173763795 0.0964912259 #> 33 0.002906482 -0.1097919915 -0.143858728 0.121074021 0.0646694488 #> 34 -0.045888592 -0.0681443428 0.028476712 -0.051186811 -0.1207806127 #> 35 0.025372351 -0.1504548459 0.013853416 -0.150686968 -0.0445024529 #> 36 -0.044800256 -0.0335419631 0.034763036 -0.058945286 0.0385413945 #> 37 0.005128015 0.0039440718 0.003766843 -0.025361967 -0.0606524571 #> 38 0.102623462 -0.0379063300 -0.088606474 -0.030955441 -0.0771992553 #> 39 0.147931188 0.0790756160 -0.160937293 0.021525625 -0.0164580328 #> 40 0.002062826 -0.0365758020 0.004908637 0.074342010 -0.0770163242 #> 41 0.020726912 0.0287432276 -0.047042607 0.030868550 -0.0616292110 #> 42 -0.061025217 -0.0287605021 0.186899171 -0.058703318 -0.0076894075 #> 43 -0.028693494 0.0106426774 -0.086760179 -0.128484719 0.0513058657 #> 44 0.083001833 -0.0535012644 -0.124357334 0.069918764 0.0324401345 #> 45 0.031770856 0.0509199592 -0.040327361 0.180344049 -0.1083307544 #> 46 0.168898995 -0.0092733791 0.128937447 -0.173353694 -0.0455955542 #> 47 -0.024366452 0.0251388124 -0.023892738 0.074915114 0.0756240924 #> 48 0.050478204 -0.0490683339 0.013743027 0.004228963 0.0008061271 #> 49 0.097518747 -0.0585391564 -0.023016652 -0.030025128 0.0284266072 #> 50 -0.103909788 0.0361113835 -0.007143541 -0.046283887 0.0962957239 #> 51 -0.076709599 -0.0331708067 -0.042652943 0.057308134 0.0821722423 #> 52 -0.049301983 -0.1534518731 0.019308096 0.095817194 0.0277259768 #> 53 -0.022565386 -0.0595079277 -0.060575485 0.326054537 -0.0272054029 #> 54 0.048436395 -0.0434619655 0.018265306 -0.120284741 0.2480879586 #> 55 -0.043903731 -0.0609529583 0.001454090 0.025999258 0.0895733120 #> 56 -0.097594754 0.0566678999 -0.093768453 -0.010802931 0.0641164568 #> 57 -0.084030188 -0.0035394696 -0.108382747 0.008963205 0.0101913083 #> 58 0.103429031 0.0357875722 -0.078956975 -0.060831915 0.1243892731 #> 59 0.022603959 0.2159949892 0.021001003 -0.150429008 0.0079440671 #> 60 0.083832707 0.0993337812 -0.027896608 -0.114563328 -0.0342508256 #> 61 -0.059214726 0.0912182620 0.090750150 -0.063128831 -0.0400387014 #> 62 -0.065293554 -0.0686503093 -0.030134284 0.041223216 0.0981924836 #> 63 -0.076022417 -0.0281851979 0.165599867 -0.021459467 -0.1414545536 #> 64 -0.018971433 -0.1348247377 -0.010893674 0.048345434 -0.0093605803 #> 65 -0.053117464 -0.0232562442 0.107167861 0.155190233 0.0551162395 #> 66 -0.057732513 -0.0098867255 0.061546873 0.005606129 0.0668784382 #> 67 -0.096047475 0.0189584530 0.011657769 -0.036749522 -0.0801323381 #> 68 -0.095191564 0.1287764120 0.036990925 0.104689631 -0.0421758248 #> 69 -0.121025906 0.1031425167 0.096679855 0.037583879 0.0845966173 #> 70 0.081595879 0.0353886681 0.084609804 -0.007950164 -0.1316962589 #> 71 -0.053452487 0.0582019571 -0.049028430 -0.127616815 0.0169588924 #> 72 -0.004181093 -0.0291837392 0.071147073 0.030943184 -0.1383024608 #> 73 0.030552161 -0.1023689764 -0.007977155 -0.005754488 0.0718608857 #> 74 -0.051661207 -0.0351001162 -0.010455384 -0.014978020 0.0905090978 #> 75 -0.001426335 -0.0674049710 0.185757120 0.092514144 -0.0430577646 #> 76 0.014972933 -0.0221982869 0.094932008 -0.135913483 -0.0553143379 #> 77 0.020678121 -0.0043370868 -0.010024818 -0.033619102 -0.0167050108 #> 78 -0.053910722 -0.1013005535 0.025224853 -0.032572317 -0.0520967742 #> 79 -0.014431161 -0.0008095222 -0.007502219 -0.060695744 -0.0409375484 #> 80 0.054496033 -0.0026446041 -0.107793907 0.060380717 -0.0607612904 #> 11 12 13 14 15 #> 1 0.0040142563 -0.0751779956 -0.0800261226 -0.1110787760 0.1159505888 #> 2 -0.1557279165 -0.1488016882 0.0002994675 -0.0370379506 -0.0236873679 #> 3 -0.0661641911 -0.0308458996 -0.0002790582 -0.0003241109 0.0418303424 #> 4 -0.0532686364 -0.0385868165 -0.0827081791 -0.0788957967 -0.0131312962 #> 5 0.0510118021 -0.0375934164 -0.0184398700 -0.0121256241 -0.0422204554 #> 6 0.0571390403 0.0366515540 -0.0203571196 0.1135842805 -0.1338757703 #> 7 0.1370776224 0.0516136948 -0.1622500861 -0.0029222807 -0.0536611209 #> 8 0.1286954614 -0.0659140868 0.0111788592 -0.0423515775 -0.0132302579 #> 9 -0.0237394400 -0.1224299042 0.0066558691 -0.0679779869 0.2040080137 #> 10 -0.1038813389 -0.1521605320 -0.0393994032 -0.1291547511 -0.0641629066 #> 11 0.6546178254 0.0571065813 0.0035712995 -0.1227379786 -0.0218197780 #> 12 0.1146240061 0.5971004006 0.0032337255 0.0857050229 -0.0342094472 #> 13 0.0330938806 -0.0247611182 0.6250952443 -0.1066609134 0.1469258659 #> 14 -0.0669094578 0.0840161189 -0.0803549737 0.5987893046 -0.1616145968 #> 15 0.0228496076 -0.0470574864 0.1620726704 -0.1727737319 0.6099484398 #> 16 -0.0217081253 -0.1313202389 -0.0354238948 0.0064119347 -0.0229901199 #> 17 -0.0190885559 0.1423049917 0.1120242654 0.0411580052 -0.0193813215 #> 18 -0.0336616102 0.0142428318 -0.0779047972 -0.0178756392 0.0708657170 #> 19 -0.0194454407 -0.0397878006 0.0565209215 -0.0418480192 0.1058586904 #> 20 0.0532786004 0.0348339123 -0.1244829526 0.1947564197 -0.0711060223 #> 21 -0.0952528263 -0.1091178875 -0.1148672962 -0.0079378954 -0.0527434523 #> 22 0.0037452014 0.0568839966 0.0668405701 0.0675227352 0.0026147592 #> 23 -0.0874261799 -0.0396690544 0.0711987334 -0.0301271468 0.0316713258 #> 24 0.0003111387 -0.0452384972 -0.1554685727 0.1417677422 -0.1161019868 #> 25 -0.0208257943 0.1904072233 -0.0690247803 0.1522655809 -0.0364536410 #> 26 0.1094245321 0.1729687693 -0.1151244782 0.0336282914 -0.1147486632 #> 27 0.0820903524 0.0306714460 0.3151224073 -0.1156550235 0.0190236411 #> 28 0.0035177458 -0.0470550662 0.0039179572 -0.1417975201 0.1097377529 #> 29 -0.0553736863 0.0218399272 -0.0429912801 -0.0057703144 -0.0008294621 #> 30 -0.0217552291 0.0675115693 -0.1247660374 0.0374408246 -0.1498959383 #> 31 -0.0505371133 -0.0001614380 0.0006023104 0.0137617882 0.0357586664 #> 32 -0.1052210512 0.0002079679 -0.1000678852 -0.0310604588 -0.1214082480 #> 33 -0.1115306348 -0.0933113877 0.0813341249 -0.0447168252 0.0481432924 #> 34 -0.0228757356 0.0411105261 0.0003163260 0.1007820906 -0.0421582565 #> 35 -0.0152616355 -0.0996244149 0.0176640753 -0.1194133966 -0.0776468996 #> 36 0.0066848660 0.0937287442 0.0119208945 -0.0041029731 0.0118618507 #> 37 0.0380988689 -0.0153430252 -0.0925217678 0.0649103313 -0.0711907805 #> 38 0.0875337560 0.1596167431 -0.0080523775 0.0198337167 -0.0151950012 #> 39 0.0087504659 0.0457960408 -0.1035603046 0.1026392404 -0.1288951938 #> 40 -0.0881821667 -0.0356831724 -0.0505889904 0.0534070987 0.0174778512 #> 41 -0.0660276564 -0.0234694959 -0.0724191486 -0.0305863993 0.0019311628 #> 42 0.0772916323 -0.0952269072 0.0657325039 -0.1717552820 0.1354502894 #> 43 -0.0043103230 0.1289037669 -0.0014329233 0.0163052294 -0.0314189502 #> 44 -0.1037337881 -0.0658229933 -0.0772408766 -0.0290019922 -0.0739786718 #> 45 0.0594770490 0.0131240954 -0.0317610344 0.0241439556 0.0060773636 #> 46 0.0879015007 0.0937322979 -0.0541625796 0.0323289795 -0.1584198031 #> 47 0.0044595242 -0.0637897294 -0.0362141591 -0.0435823048 0.0001359433 #> 48 0.0070842788 -0.1114317094 -0.0132943819 -0.1549513793 -0.0379363780 #> 49 0.1336298738 -0.0173326807 0.1261054345 -0.0511390578 -0.0620798422 #> 50 0.0465872829 -0.0240745762 0.0286804856 -0.1225273025 0.0294302188 #> 51 -0.0162401854 -0.0364920774 0.1053513458 -0.1407975638 0.1689289931 #> 52 -0.1067015629 -0.1994354125 0.1208596050 -0.0914789369 0.0498667765 #> 53 -0.0647360587 -0.1000689483 0.0710375725 -0.1103438585 0.2285505149 #> 54 -0.0310790622 -0.0302969380 -0.0429020591 0.0178771902 -0.1022840316 #> 55 -0.1228558308 -0.1459809204 -0.0593512257 0.0291702546 -0.0608048517 #> 56 -0.0585722423 -0.0193284123 -0.0756348597 -0.1169475292 0.0808670272 #> 57 -0.0711764697 -0.0423401133 -0.0596842965 -0.0019520437 0.0174058960 #> 58 -0.0150390357 0.0031519089 -0.0300931492 0.1492723221 -0.1192101300 #> 59 0.1092407693 0.1296766702 -0.1415212130 0.0341660788 -0.1172843972 #> 60 0.0360423553 0.2171370746 0.0250770294 0.1150627956 -0.0134003598 #> 61 0.0641633586 0.0211697217 -0.0258239560 -0.0048834573 -0.0329889022 #> 62 -0.0249894648 0.0152649432 0.2652887674 -0.0656878684 0.1474702375 #> 63 0.0061412116 -0.0895196718 -0.0420041611 -0.1078388476 0.0482680210 #> 64 -0.1009725848 -0.1058302865 0.0857657126 -0.0302723812 -0.0209639991 #> 65 0.0064672297 -0.1416253218 -0.0059982920 -0.0757758979 0.0707967209 #> 66 0.0016806848 0.0401779623 -0.0438963935 0.0523952596 -0.0094459354 #> 67 -0.0450713476 0.1318843286 -0.0221488484 0.0512446958 0.0165318799 #> 68 0.0431316705 -0.0656424364 -0.0588373207 -0.0009146837 0.0936008699 #> 69 0.0147405243 -0.0840420411 -0.0164351047 0.0193735770 0.0226860234 #> 70 -0.0391209533 0.0047143368 -0.0863507759 0.0622530586 0.0092596393 #> 71 0.0304730901 0.0802438886 -0.0569750530 -0.1055885057 -0.0539298059 #> 72 0.0219745490 -0.0044760206 -0.0646002272 0.0470668290 -0.0015244410 #> 73 0.0579401246 -0.0652858257 0.2526989268 -0.0235864609 0.0204197270 #> 74 -0.0646977136 0.0618455403 0.0028981334 0.0080065065 -0.0292621413 #> 75 -0.0239009608 -0.1198173897 0.1003938340 0.0490196565 0.0309409856 #> 76 0.1489201990 0.0319508845 -0.0088753656 -0.0569979643 -0.0982756339 #> 77 -0.0730303623 0.0371137044 0.0879078909 0.0955346047 0.0049999864 #> 78 -0.1248973969 0.0389004170 0.0021063758 0.0979899278 -0.0347530459 #> 79 -0.0348515672 0.0978752073 0.0025577723 0.1930679454 -0.0686969544 #> 80 -0.1240646064 0.0054910475 -0.0657134789 0.0583131336 -0.0262788153 #> 16 17 18 19 20 #> 1 0.066819944 -0.1194320511 0.149652446 -0.0686754793 -0.0091751606 #> 2 -0.019632309 -0.0381301539 -0.049255526 -0.0336038205 -0.0879721990 #> 3 -0.009293173 -0.0873934160 -0.026877571 0.0462364608 -0.0304332864 #> 4 -0.060958170 -0.0796751811 -0.034300453 0.0390439578 -0.0711355984 #> 5 0.231031561 -0.0893242975 0.016467498 -0.0091699601 -0.0658940032 #> 6 0.025897720 0.0053771183 0.008768239 -0.0804843772 0.0087194614 #> 7 -0.104584076 -0.0793983176 -0.052691522 -0.0326699543 0.1653806541 #> 8 0.026059914 -0.1187716301 -0.053976229 -0.0414081700 -0.0254703353 #> 9 0.032959535 0.0001580231 0.069119877 0.1617886200 0.0666664416 #> 10 -0.093047028 -0.1441363968 -0.094528545 -0.1166233262 -0.1284205310 #> 11 -0.051375073 -0.0626982071 -0.093016882 -0.0711277672 0.0099562735 #> 12 -0.103469762 0.1562127653 0.012404985 -0.0339527023 0.0490290102 #> 13 -0.035568262 0.0979371953 -0.107737488 0.0343611761 -0.1382826984 #> 14 0.032573507 0.0533768748 -0.021402390 -0.0377018249 0.2072626136 #> 15 -0.007987682 -0.0183215870 0.056179831 0.0988457495 -0.0697589636 #> 16 0.624950877 -0.0265801522 0.130144202 -0.1339567141 -0.0515757040 #> 17 -0.012637449 0.6110081742 0.092129937 0.0116227006 0.0001022929 #> 18 0.159832526 0.1078755573 0.595262553 -0.0648294040 -0.0029332859 #> 19 -0.111941336 0.0196953759 -0.072502349 0.6029354989 0.0424507466 #> 20 -0.037920325 -0.0001850314 -0.018966231 0.0340907470 0.6112954985 #> 21 0.123668954 -0.0982668943 0.077603562 -0.1702122929 -0.0545355460 #> 22 0.068590799 -0.0087219473 -0.028656874 -0.0978856654 -0.0364574325 #> 23 -0.035585789 0.0501735292 -0.017901548 -0.0034487153 -0.0878997033 #> 24 0.118413350 -0.0884892735 -0.024537883 -0.0728508863 0.1030590132 #> 25 -0.063509073 0.0904518475 0.073723778 -0.0445928437 0.0653390743 #> 26 -0.113895170 0.0830440060 -0.029585091 -0.0489993959 0.1004264431 #> 27 -0.068561041 0.0981916836 -0.108065412 -0.0014901399 -0.1761679374 #> 28 -0.001893198 -0.0622084979 -0.043375431 -0.0405189879 -0.1285134848 #> 29 -0.030779577 0.1978396650 0.044236096 0.0342580578 0.0059279014 #> 30 -0.060398404 0.0631348303 0.005326742 -0.1051169309 0.0082763239 #> 31 0.011619447 -0.0301959996 -0.048284735 -0.0375830147 -0.0843655693 #> 32 -0.075611374 -0.0843165076 -0.105568592 -0.1383456024 -0.0790671564 #> 33 -0.035886906 0.0487957746 -0.042747181 0.0309240308 -0.0155448564 #> 34 -0.061509597 0.1142045166 -0.015310937 0.1379780460 0.0584312580 #> 35 0.037517180 -0.1203226913 -0.108839056 -0.1248684394 -0.1146930351 #> 36 -0.071850085 0.0536798258 -0.023143498 0.0880945309 -0.0636138867 #> 37 0.046283454 -0.0439060905 -0.015450912 0.0417450221 0.0694580100 #> 38 -0.045776000 0.1026805330 0.092220638 -0.0246302364 0.0023143361 #> 39 0.032169705 0.1097716796 0.076066879 -0.1238537720 0.0754866280 #> 40 0.157397486 -0.0806018416 -0.040467586 -0.0457415075 -0.0105150147 #> 41 -0.048985738 -0.0338858487 0.020279795 -0.0175025433 -0.0163478054 #> 42 0.012608281 -0.1196782300 0.007661757 -0.0431198444 -0.1282511108 #> 43 -0.025852598 0.0516594729 -0.031742326 -0.0545864444 0.0377359766 #> 44 -0.024826547 -0.0351226109 -0.031020403 -0.1349930046 -0.0316187575 #> 45 -0.086417517 0.1717303892 0.085158175 0.0648746893 0.2482511704 #> 46 0.073791278 -0.0541462967 0.015016007 -0.1337432308 -0.0632522178 #> 47 0.005916624 -0.0341662098 0.074385857 -0.0368088863 0.0236722109 #> 48 -0.070328343 -0.0703643453 -0.021838228 -0.0409456420 -0.0864403391 #> 49 0.164136831 0.0105879012 0.015460799 -0.0944167972 -0.1235857091 #> 50 -0.096000591 -0.0389592369 -0.018517265 -0.0106318099 -0.0950702452 #> 51 -0.078482261 0.0010640002 0.020797553 0.1707347687 -0.0616740614 #> 52 0.130711824 -0.0547842114 -0.075173663 -0.0719367283 -0.1350573058 #> 53 0.005589702 -0.0125317409 0.066177979 0.0856755032 -0.0553589014 #> 54 -0.003065531 -0.0134097234 -0.007502817 -0.0650142187 -0.0486845173 #> 55 0.104128170 -0.0771399416 0.044800418 -0.0207281057 -0.0739093924 #> 56 -0.021845989 -0.0536117451 0.103336022 -0.0357984239 0.0453551155 #> 57 0.034775023 0.0382082485 0.129611531 0.0643185577 0.0631371050 #> 58 -0.036173264 0.0518315108 -0.042514480 -0.0434226844 0.0687406263 #> 59 -0.101940645 -0.0984615589 -0.012280993 -0.1158432903 0.1163139264 #> 60 -0.108589082 0.0167020980 -0.034186130 0.0935257626 -0.0027691584 #> 61 -0.131792428 0.0203887058 -0.103168253 0.1801739614 0.0450047643 #> 62 -0.062545671 0.0520662148 -0.053964114 0.1058909293 -0.1176206687 #> 63 0.006794768 -0.1603105716 -0.155555441 -0.0207105065 -0.0708481614 #> 64 0.138215233 0.0153415003 0.030780751 -0.0778462403 -0.1136868529 #> 65 0.036391650 -0.0208410839 0.103861367 0.0239326590 -0.0656217067 #> 66 -0.098055923 -0.0617306472 -0.088431418 0.0838673315 0.0580230100 #> 67 -0.042594314 0.0548268339 0.106859561 -0.0004501491 0.0517932900 #> 68 0.124716626 -0.0207347163 0.019872044 0.0051256626 0.1496744301 #> 69 0.010522226 -0.0381466817 -0.043442904 0.1735162861 0.0692122974 #> 70 -0.050733099 -0.0036494762 0.085070821 -0.0001064060 0.0744055004 #> 71 -0.096390398 -0.0971871368 -0.107983332 -0.0906207620 -0.1116576478 #> 72 -0.029648618 -0.0227618277 -0.016344356 0.1365489856 0.0656129130 #> 73 -0.061622382 0.0464360821 -0.106498558 0.0446075200 -0.0461778541 #> 74 -0.076126225 -0.0054869948 -0.014623381 0.0575280522 0.0169768631 #> 75 0.081272126 -0.1174256117 -0.047721887 0.0554219210 0.0181059254 #> 76 0.138106155 -0.0352110987 -0.035435218 -0.0849795153 -0.0746037848 #> 77 -0.142768561 -0.0015791723 -0.139756538 0.1740657963 0.0202906964 #> 78 0.005898842 0.0045140275 -0.009890091 0.0773932580 -0.0192782413 #> 79 -0.103915830 0.1067417146 -0.094286319 0.1432143651 0.2604917374 #> 80 0.043011098 0.0566952089 0.140630340 -0.1037934437 -0.0084397110 #> 21 22 23 24 25 #> 1 0.090652879 -0.0017096701 -0.102114929 -0.0204700641 -0.045513302 #> 2 0.088318668 -0.0496359549 0.045566262 -0.0619570072 -0.143475676 #> 3 0.050374759 0.0349627081 0.086519663 0.0594194912 0.007288525 #> 4 0.016262781 -0.1411982489 -0.008491383 0.0281085375 -0.129360541 #> 5 0.052815792 0.0835127880 -0.079203830 0.0643055397 -0.033911387 #> 6 -0.062772294 0.0329400253 -0.085149050 -0.0146438138 0.134104863 #> 7 0.050632666 -0.0417123775 -0.072148052 0.0432527811 0.103626406 #> 8 -0.113038949 0.0051577870 -0.039272090 0.0579902527 -0.027220069 #> 9 -0.014372290 0.0068153779 -0.033739991 -0.0483744310 -0.022017610 #> 10 0.147161399 -0.1151806425 0.012019378 -0.0869650753 -0.155019435 #> 11 -0.134091240 -0.0327962898 -0.144918596 -0.0316437854 -0.068659034 #> 12 -0.090438876 0.0778599303 -0.039644046 -0.0196759964 0.200091408 #> 13 -0.124183129 0.0598216600 0.043228898 -0.1579009157 -0.087335439 #> 14 0.009052212 0.0868097648 -0.031791042 0.1656413389 0.160260862 #> 15 -0.046912480 0.0107426536 0.018848295 -0.1033875253 -0.039617495 #> 16 0.114497489 0.0617162559 -0.063411257 0.1161253736 -0.081675364 #> 17 -0.093495657 -0.0016537873 0.036290764 -0.0768345463 0.086228259 #> 18 0.098120420 -0.0058430936 -0.016038693 0.0028624650 0.085245810 #> 19 -0.157368380 -0.0827448301 -0.009258805 -0.0531234839 -0.040743757 #> 20 -0.050051633 -0.0296765968 -0.102069793 0.1144264161 0.060828161 #> 21 0.615779412 0.0061945852 0.040594419 0.0340605149 -0.018381907 #> 22 0.003897663 0.6180763342 -0.013312517 -0.0833260984 0.129618782 #> 23 0.059248421 0.0076384082 0.597125409 -0.0764467131 -0.018897306 #> 24 0.027177025 -0.0879126655 -0.101984205 0.6226629013 -0.059903600 #> 25 -0.009387081 0.1409105305 -0.028556482 -0.0440252844 0.606784586 #> 26 -0.066940642 -0.0494355766 -0.043860521 0.0231078992 0.050044766 #> 27 -0.141383122 0.0569929346 0.063925734 -0.1177091633 -0.080811457 #> 28 -0.087716751 0.0581471686 0.021966051 0.0086263984 -0.045583976 #> 29 -0.049162478 -0.0560391855 -0.009214140 -0.0490560548 0.002564321 #> 30 0.054237058 -0.0545770269 -0.043558631 -0.0009978955 0.004377584 #> 31 0.043084583 0.1594621422 0.054743510 0.0447595143 0.017359240 #> 32 0.059630468 -0.0089140536 0.014233919 -0.0561138481 -0.051676950 #> 33 0.050905358 -0.0299405425 0.041516629 -0.1339487239 -0.018787851 #> 34 -0.156244419 -0.0807472929 -0.030312402 0.0562835349 -0.017447816 #> 35 -0.102999105 -0.1113957292 -0.080722563 -0.0060310539 -0.168336523 #> 36 -0.084443207 0.0388234098 0.132334307 -0.0226449005 0.048364984 #> 37 -0.035309120 -0.0203011274 -0.120308274 0.2489385528 -0.019673152 #> 38 -0.012160105 0.0040631195 -0.054435986 0.0613705571 0.037435634 #> 39 0.109983076 0.0034348766 -0.026845885 0.0043573667 0.119114615 #> 40 0.038977316 0.1719457929 -0.023551437 0.0327287158 0.067436675 #> 41 0.031922617 -0.0100171947 0.006176026 -0.0575300706 -0.023543191 #> 42 -0.060365996 -0.0395012294 0.063981906 -0.0690411423 -0.071450435 #> 43 0.125727928 0.1045346738 -0.017554261 -0.0544025576 0.035564919 #> 44 0.061260180 0.0563448106 0.016667202 -0.0291573941 -0.008171394 #> 45 -0.103369978 -0.0494967330 -0.054229416 -0.0607336513 0.036285214 #> 46 0.007757426 0.0374231349 -0.043152805 0.0262175934 0.091709296 #> 47 0.140565790 -0.0575560258 -0.001816745 0.0656380258 -0.023442178 #> 48 -0.090879108 -0.0711484444 -0.102150420 -0.0764031989 -0.124716141 #> 49 0.012618847 0.0427316501 0.029982186 -0.0558249351 -0.065901500 #> 50 -0.025109468 -0.1183596474 0.064521226 -0.1238920751 -0.096001855 #> 51 -0.044903499 -0.1042911768 -0.047542196 -0.1391140270 -0.096288931 #> 52 0.024095007 0.0566067359 0.108676668 -0.0384369497 -0.112501534 #> 53 -0.047833492 0.0185411873 0.034987992 -0.0823414820 -0.029048707 #> 54 0.108713874 -0.0638204747 0.060599180 0.0029147553 -0.079384807 #> 55 0.182521821 -0.0774122255 0.120795164 0.0474225278 -0.101693278 #> 56 0.155897726 -0.1327002290 0.026257704 -0.0276876047 -0.066075258 #> 57 0.083610981 -0.0931005587 -0.035003472 0.0250626654 -0.015660482 #> 58 0.035825589 -0.0918343090 -0.028905634 -0.0040002065 -0.011464866 #> 59 0.020915227 -0.0342705236 -0.132823949 0.0852983863 0.061315812 #> 60 -0.026313155 -0.0436087209 0.067784271 -0.0330790495 0.189626979 #> 61 -0.108757508 -0.1248743674 0.077372725 0.0598900972 -0.035476670 #> 62 -0.026525626 0.0585702731 0.203985660 -0.1055646118 -0.059013616 #> 63 -0.126013973 -0.0506962476 -0.045416949 0.0391533657 -0.104372282 #> 64 0.018265189 0.1436574790 0.008518684 -0.0332692921 -0.088808918 #> 65 0.005873315 -0.0886770722 0.080090432 -0.0228601435 -0.122510996 #> 66 -0.055831624 0.0068054944 0.096520530 0.0259839042 0.020691241 #> 67 0.003647847 -0.0001048152 0.049638672 0.0255063508 0.057498654 #> 68 0.055607980 -0.0218579806 -0.072294498 0.0960919002 0.053324617 #> 69 -0.008713189 -0.0219891184 0.017520485 0.0367185240 -0.048599348 #> 70 -0.104136181 -0.0102099956 -0.089334133 -0.0015310275 0.171312916 #> 71 0.029633857 0.0013012875 -0.069671499 -0.0969845905 -0.023555170 #> 72 -0.129956861 -0.0495855589 -0.100954027 0.0588182555 0.019210852 #> 73 -0.079909583 0.0224366411 0.106272345 -0.0953169212 -0.107028531 #> 74 0.014633740 -0.0414382762 -0.065767738 -0.0060441416 -0.022413601 #> 75 -0.055282675 0.0964518686 -0.065620109 -0.0046444401 -0.055726316 #> 76 -0.039940630 -0.0475577463 -0.117305217 0.0820626203 -0.044644842 #> 77 -0.102653942 0.0069648291 0.097412419 -0.0772690711 0.058836298 #> 78 -0.042998862 0.0482149102 -0.029106840 0.0702149733 0.057975836 #> 79 -0.119056357 -0.0728114422 -0.002240079 0.0577659593 0.007317981 #> 80 0.131118275 0.0917215767 -0.021870129 -0.0333830916 0.230098400 #> 26 27 28 29 30 #> 1 -0.048489500 -0.140924653 -0.0230071972 -0.071895825 -0.088771264 #> 2 -0.106674060 -0.092167180 -0.1116293562 0.018933278 -0.042492402 #> 3 -0.029109393 -0.046498580 0.1183446209 0.008103834 -0.081112555 #> 4 0.029335657 -0.062861575 -0.0552802237 -0.074114562 -0.011509034 #> 5 -0.075856032 -0.019405235 0.0221977610 -0.108689473 -0.004743318 #> 6 0.075967637 0.055837367 -0.0458415292 0.061637368 0.032181719 #> 7 0.098051036 -0.109908046 -0.0436267310 -0.064498525 0.081527231 #> 8 -0.070461715 0.008273186 0.0985371649 -0.154187128 -0.120467348 #> 9 -0.048821311 -0.040638581 0.0392482607 0.110279995 -0.098048736 #> 10 -0.065236056 -0.100430113 -0.1427874115 -0.083313599 -0.007594299 #> 11 0.075035637 0.059102670 -0.0122588559 -0.087033813 -0.045297732 #> 12 0.196097299 0.065201188 -0.0053142430 0.047697225 0.101486491 #> 13 -0.119990792 0.321657306 0.0176639366 -0.045128826 -0.118785959 #> 14 0.055067917 -0.082814185 -0.1017456009 0.018398079 0.069726842 #> 15 -0.104468173 0.040705344 0.1386305369 0.012179797 -0.128769056 #> 16 -0.118617117 -0.061881775 0.0119971486 -0.032772756 -0.054273959 #> 17 0.092264762 0.118813652 -0.0343754484 0.209789189 0.083201978 #> 18 -0.004618714 -0.071697822 0.0002032395 0.071931241 0.041139511 #> 19 -0.031705964 0.027204504 -0.0046132630 0.054280257 -0.076977108 #> 20 0.109359875 -0.155833293 -0.1009677595 0.017590101 0.028056148 #> 21 -0.062491124 -0.125532391 -0.0646549393 -0.041984191 0.069532968 #> 22 -0.047282980 0.070546743 0.0789120582 -0.051157821 -0.041578039 #> 23 -0.020757000 0.098430467 0.0636818658 0.016618149 -0.009608718 #> 24 0.020673928 -0.108741922 0.0248047208 -0.048761258 0.007414525 #> 25 0.063489111 -0.055965900 -0.0135273375 0.018737434 0.028668321 #> 26 0.620228930 -0.004230995 0.0039182450 0.168975611 0.142859192 #> 27 -0.015632208 0.631630143 0.1878380360 0.026630709 -0.035940038 #> 28 -0.014694048 0.180626955 0.6388412237 0.026317686 -0.068376012 #> 29 0.166246843 0.035303154 0.0422012110 0.622957698 0.056655711 #> 30 0.132012800 -0.035385217 -0.0606101108 0.048538087 0.631075322 #> 31 -0.046137851 0.065803821 0.1176103210 0.029770010 -0.023719632 #> 32 -0.002050596 -0.127743189 -0.1195993150 -0.106522127 0.121116465 #> 33 -0.035162669 -0.057414305 -0.1063833157 0.156568589 -0.089904609 #> 34 0.037776261 -0.011653549 -0.0396966912 0.001499163 -0.033896158 #> 35 -0.106013679 -0.002143936 0.0039475517 -0.127679714 -0.145856655 #> 36 0.091473577 0.062636897 0.0671600501 0.004517967 0.015257769 #> 37 -0.050832149 -0.015326950 -0.0103718459 -0.004498811 0.005393311 #> 38 0.091422418 0.088085431 0.0501609731 0.187065472 0.066442656 #> 39 0.096025454 -0.053467871 -0.1028230877 0.199369048 0.228972851 #> 40 -0.109817681 -0.077786901 0.0328091205 -0.024292732 -0.077286966 #> 41 -0.023127333 -0.011569192 0.0350664164 0.056040914 0.009579503 #> 42 -0.110369348 0.048263868 0.1491437004 -0.143672779 -0.051703799 #> 43 0.116654680 -0.038432589 -0.0631103026 0.019183906 0.146709059 #> 44 0.062905191 -0.024863710 0.0200191305 0.134411367 -0.043689155 #> 45 0.130928132 -0.034289703 -0.0585731155 0.188763504 0.014266921 #> 46 -0.006538924 0.018967626 -0.0113979639 -0.132165560 0.035719268 #> 47 -0.017681032 -0.072577419 -0.0013803862 -0.028940472 0.019585699 #> 48 -0.044948848 0.016003718 -0.0475238389 -0.073281945 0.026511250 #> 49 -0.075418247 0.167923368 -0.0363426608 -0.051751392 -0.040131579 #> 50 -0.034886046 -0.013498274 -0.0986015817 -0.112972086 -0.007672382 #> 51 -0.046760924 0.002098554 -0.0594769526 -0.025273160 -0.036815243 #> 52 -0.162592434 0.046943526 0.0543707160 -0.058074918 -0.129492883 #> 53 -0.090772957 0.073445222 0.1281228553 0.129869816 -0.086220690 #> 54 0.088733666 0.014144540 -0.0785791149 0.047791088 0.117688076 #> 55 -0.101275985 -0.036567624 -0.0305163603 -0.001610131 -0.025899145 #> 56 -0.016823602 -0.108679200 -0.0437995643 -0.028875376 -0.040924847 #> 57 -0.036936176 -0.145360732 -0.0900674805 0.024290632 0.010370759 #> 58 0.043312138 -0.061252698 -0.1747732050 0.078184041 0.106369040 #> 59 0.148879824 -0.067357583 -0.0284756713 -0.068543285 0.121640244 #> 60 0.035664126 0.028379536 -0.0352132377 -0.011056368 0.080946470 #> 61 0.038090361 0.053027337 0.0606431766 -0.032265660 0.014475341 #> 62 -0.061543113 0.238482097 0.0078057649 -0.058934129 -0.049287773 #> 63 -0.162597130 -0.014761473 0.1167773449 -0.112180103 -0.177044080 #> 64 -0.093192175 0.054023325 0.0597579280 -0.064570329 -0.084031791 #> 65 -0.037948985 0.009813007 0.0158663094 -0.002172616 -0.058792659 #> 66 0.153417670 -0.053514217 0.0231620314 -0.019200764 -0.074348589 #> 67 0.011798824 -0.053933349 0.0633200289 -0.052284726 0.068709297 #> 68 -0.094015809 -0.128141305 -0.0375616289 -0.093891299 -0.021697242 #> 69 -0.046822822 -0.061510297 -0.0238059488 -0.075458152 -0.033695982 #> 70 -0.015343336 -0.074616535 -0.0347259116 -0.051997238 -0.007677594 #> 71 -0.025201919 -0.005669515 -0.0650340239 -0.098341222 0.074218586 #> 72 0.002867334 -0.010776232 0.1186886952 0.085535601 -0.033066528 #> 73 0.014599446 0.206142520 -0.0457533125 -0.024992046 -0.077590800 #> 74 0.036185984 -0.047218424 -0.0727661702 -0.068691080 0.060912287 #> 75 -0.167072406 -0.009136001 -0.0028480637 -0.120930568 -0.111274874 #> 76 -0.053105107 0.033984304 -0.0001152758 -0.138831311 0.024928919 #> 77 0.020045451 0.010588792 -0.0789599794 -0.057124249 -0.046451807 #> 78 -0.083054775 -0.053479574 -0.0156723371 -0.020015375 -0.073337298 #> 79 0.048740700 -0.076043487 -0.0969465640 0.007714200 -0.017472544 #> 80 -0.060402425 -0.088386873 -0.0803172292 0.044458441 -0.010010847 #> 31 32 33 34 35 #> 1 0.007233560 -0.063195689 -0.023254074 -0.093259747 0.0335514979 #> 2 0.030147965 0.095817243 0.111924969 -0.099205930 -0.0970807422 #> 3 0.138239988 -0.015270093 -0.015894682 -0.065172180 -0.0301298191 #> 4 -0.097198321 0.099111894 -0.031163687 -0.030274477 -0.0342909001 #> 5 0.049117601 -0.030481443 -0.133079517 -0.089965443 0.1098436039 #> 6 -0.074310014 -0.062823710 -0.010003761 -0.064745091 0.0728348036 #> 7 -0.058255135 0.042058638 -0.124293221 -0.088591828 -0.1045833794 #> 8 -0.068529101 -0.054362380 -0.153625315 0.012763870 0.0644595258 #> 9 -0.016082326 -0.117262658 0.134445927 -0.043761159 -0.0769423654 #> 10 -0.071245046 0.096077274 0.021126267 -0.170270049 -0.0276729383 #> 11 -0.109518001 -0.105752911 -0.155191725 -0.072483081 0.0014499704 #> 12 -0.001624901 0.057193533 -0.079455053 0.049020605 -0.0253953842 #> 13 -0.028855996 -0.071077164 0.067195616 -0.019768438 0.0638982623 #> 14 0.010609421 0.024236202 -0.032549395 0.107003266 -0.0468732699 #> 15 0.021447164 -0.077270722 0.049151588 -0.047096216 -0.0162659081 #> 16 -0.017694493 -0.046476286 -0.049881048 -0.081449994 0.0838957344 #> 17 -0.045567236 -0.041238717 0.048744335 0.108206822 -0.0600014342 #> 18 -0.047910351 -0.046745180 -0.027053000 -0.005563011 -0.0327721787 #> 19 -0.044881576 -0.087195136 0.038945267 0.140053027 -0.0564745070 #> 20 -0.100024130 -0.036276690 -0.015883620 0.052146240 -0.0546591023 #> 21 0.022942108 0.097937022 0.046082682 -0.167013351 -0.0474490854 #> 22 0.137022745 0.027095577 -0.037060142 -0.093813147 -0.0581426322 #> 23 0.053255038 0.071194475 0.055347955 -0.022427332 -0.0065185411 #> 24 0.017733550 -0.024690784 -0.145654890 0.038631114 0.0426354761 #> 25 0.006211592 -0.004375570 -0.014615702 -0.019221921 -0.1037916776 #> 26 -0.070729844 0.031806439 -0.044434865 0.022557811 -0.0549131785 #> 27 0.029810616 -0.105287367 -0.078087713 -0.038273212 0.0375553520 #> 28 0.074406035 -0.104354573 -0.134267804 -0.073527435 0.0364357593 #> 29 0.002449249 -0.075393860 0.144567625 -0.016448055 -0.0793079812 #> 30 -0.059158016 0.144127108 -0.110023197 -0.059961001 -0.1056025463 #> 31 0.595636937 0.012408093 -0.016427325 -0.041952238 0.0225796219 #> 32 -0.046040935 0.654085965 -0.019975119 -0.122482190 -0.0716360416 #> 33 -0.031747123 0.023154111 0.610956735 -0.008518960 -0.0129982785 #> 34 -0.051325781 -0.073406705 -0.002572705 0.605010480 0.0443096544 #> 35 -0.053112872 -0.088879508 -0.073370975 -0.022009297 0.6713294313 #> 36 0.084785228 0.061937253 -0.002196674 0.202524950 0.0181353574 #> 37 0.043561918 -0.106775252 -0.119453186 -0.061553351 -0.0401723233 #> 38 0.024378722 -0.060849462 0.014223616 0.004206489 -0.0081944597 #> 39 -0.016669413 0.010875019 0.048759950 -0.067314036 -0.0964086307 #> 40 0.081020031 0.030865917 0.077696706 -0.097159116 -0.0009443756 #> 41 -0.014048558 0.032468508 0.020909156 -0.112729357 -0.1021768513 #> 42 -0.048410828 -0.029699258 -0.118630604 -0.075797398 0.0869082623 #> 43 0.001112900 0.263218811 0.074428301 -0.071000813 -0.0363924347 #> 44 0.110796713 -0.003795056 0.144155782 -0.150984106 0.0066827367 #> 45 -0.112724412 -0.131414020 0.029558331 0.077896131 -0.1272852135 #> 46 -0.066984299 0.001782041 -0.135197357 -0.088928738 0.0645436339 #> 47 -0.037016128 -0.028390867 -0.048881710 -0.063273206 -0.0113695259 #> 48 -0.073690858 -0.041742530 -0.086211580 -0.100704514 -0.0840083173 #> 49 0.025034495 -0.084074671 -0.057337960 -0.108066564 0.1329729919 #> 50 -0.114278941 0.007933873 -0.018693635 0.077054099 -0.0020827092 #> 51 -0.105960868 0.007658231 0.135445802 0.022026488 -0.0018200806 #> 52 0.113907287 -0.051151716 0.058668185 -0.106067535 0.0334476804 #> 53 0.063960444 -0.100266541 0.138861942 -0.012316534 0.0086005767 #> 54 -0.011378755 0.090814503 0.005195146 -0.029870411 0.0141187195 #> 55 0.078911772 -0.053409432 0.031412550 -0.002379469 0.0056880610 #> 56 -0.077167913 0.039986350 0.095498210 -0.058932171 0.0731996336 #> 57 -0.061874579 0.100512551 0.175159857 0.129636755 0.0189333623 #> 58 -0.054656740 0.057491550 0.114059986 0.089100332 -0.0234902353 #> 59 -0.055006113 0.015331126 -0.151199849 -0.089811160 -0.0495831489 #> 60 -0.013638876 0.057524863 -0.025983796 0.078832797 0.0022226727 #> 61 -0.090378639 -0.063467873 -0.113602942 0.116831709 0.0040416769 #> 62 0.078145526 0.050664603 0.068212400 0.042462173 0.0136358096 #> 63 0.067340802 -0.122630376 -0.125897298 -0.055131373 0.1143454956 #> 64 0.114628039 -0.055938932 -0.025039114 -0.042869551 0.0450567044 #> 65 -0.016432424 -0.081209198 0.003627695 0.073282456 -0.0018954624 #> 66 0.011718050 0.029166549 0.013472965 0.106917043 -0.0382569146 #> 67 -0.096787394 0.059094778 -0.100998740 0.015090583 -0.0800267674 #> 68 -0.036908640 -0.051633200 -0.076923816 0.010616505 -0.0184380594 #> 69 0.019470280 0.000653528 -0.065148119 0.073305549 -0.0143051987 #> 70 -0.003089817 -0.008476222 -0.013388796 0.099449124 -0.0429996832 #> 71 0.063709719 0.093360742 -0.031301323 -0.140459202 -0.0462800366 #> 72 -0.054473428 -0.142969126 -0.067768216 0.208042353 -0.0151478185 #> 73 0.011339694 -0.073459273 0.069266814 0.060808508 0.0504909304 #> 74 -0.059460965 0.039125093 0.018228041 0.040522143 -0.0635800228 #> 75 0.042526316 -0.054679176 -0.007444291 0.008776168 0.0200086472 #> 76 -0.011481164 -0.070559445 -0.166332512 -0.038678570 0.1620703943 #> 77 0.003459745 0.117326515 0.121797800 0.159458115 -0.0153003532 #> 78 0.050226586 0.031431011 0.068084957 0.163840097 0.0077357785 #> 79 -0.074830092 0.056702117 0.068944093 0.264690353 0.0393337703 #> 80 0.114863205 0.016179666 0.161292803 -0.029482198 -0.0832910751 #> 36 37 38 39 40 #> 1 -0.041059015 -0.0403563258 -0.053740846 -0.038674485 0.0184877154 #> 2 -0.072370389 -0.1046375758 -0.109613268 -0.033857635 -0.0228477950 #> 3 0.031113365 0.0464304541 -0.046555073 -0.081318202 0.1035518445 #> 4 -0.055868939 -0.0424841057 -0.071107439 -0.121532138 -0.0366119685 #> 5 -0.008866334 0.1348506051 -0.096545273 -0.064107771 0.0761006643 #> 6 -0.086768376 -0.0009982891 0.090515825 0.140388842 -0.0121483913 #> 7 -0.077101069 -0.0037732181 -0.051604953 0.069942283 -0.0523780054 #> 8 -0.004061427 0.0007841962 -0.097570455 -0.165335983 -0.0061589231 #> 9 -0.074631255 -0.0052061213 -0.016780928 0.040265429 0.0864129423 #> 10 -0.034059663 -0.0974116991 -0.119939831 -0.054633318 -0.1218604796 #> 11 -0.066034100 0.0012217183 0.044675272 -0.029542728 -0.1331442308 #> 12 0.078527203 0.0052972489 0.174275684 0.065020272 -0.0231278116 #> 13 -0.031275491 -0.0998763373 -0.021388280 -0.112330917 -0.0660284733 #> 14 -0.020993419 0.0838617014 0.032803753 0.120174568 0.0642735555 #> 15 -0.016187730 -0.0633985455 -0.013384100 -0.122519002 0.0171851728 #> 16 -0.114902103 0.0390732513 -0.058967536 0.023543460 0.1421023704 #> 17 0.024570511 -0.0371735900 0.103431700 0.115088137 -0.0819542545 #> 18 -0.036507193 0.0070272091 0.108717426 0.097128957 -0.0260743778 #> 19 0.067057891 0.0565501980 -0.015806394 -0.110464639 -0.0390212450 #> 20 -0.093010526 0.0759031863 0.002778179 0.080515761 -0.0121547518 #> 21 -0.118323760 -0.0333478577 -0.016180175 0.110528296 0.0328536658 #> 22 0.002645935 -0.0206367868 -0.002253873 0.001683174 0.1635252200 #> 23 0.117107757 -0.0996930084 -0.039802054 -0.007646662 -0.0110210849 #> 24 -0.063408943 0.2440163262 0.050466997 -0.001980903 0.0197215759 #> 25 0.023479257 -0.0087170627 0.042410390 0.128654661 0.0703078506 #> 26 0.053143506 -0.0533204047 0.082952829 0.092121155 -0.1203908500 #> 27 0.012905613 -0.0292164183 0.068214629 -0.068773382 -0.0997612826 #> 28 0.010217685 -0.0314723949 0.023079091 -0.125339679 0.0036236581 #> 29 -0.036540872 -0.0097158350 0.175867115 0.192735982 -0.0375946686 #> 30 -0.033918695 -0.0079413363 0.047126675 0.214222161 -0.0987065267 #> 31 0.071047150 0.0656656557 0.040501126 0.004018281 0.0950388544 #> 32 -0.010249853 -0.1431205426 -0.103176086 -0.026886315 -0.0135642874 #> 33 -0.031254550 -0.1126692461 0.015026223 0.054127847 0.0763957325 #> 34 0.179413329 -0.0488231559 0.010955351 -0.055999884 -0.0925138342 #> 35 -0.071295215 -0.0937610798 -0.067764550 -0.151413430 -0.0626180455 #> 36 0.581898859 -0.0693067895 -0.043552249 -0.049757165 -0.0560345727 #> 37 -0.105148605 0.6177406747 0.122812545 0.001427361 0.0902930752 #> 38 -0.073412731 0.1287938783 0.611759341 0.111707626 -0.0076145596 #> 39 -0.084182938 0.0028434043 0.107142335 0.616324632 -0.0113399685 #> 40 -0.083791475 0.0983779886 -0.005510980 -0.004671098 0.6096557613 #> 41 -0.109052679 -0.0219000973 0.063286067 -0.010213221 0.0577790206 #> 42 -0.037694208 -0.0705447339 -0.079632070 -0.128933346 -0.0146512461 #> 43 -0.018231561 -0.0261654358 0.085657486 0.003506694 0.0032924961 #> 44 -0.076688876 -0.0166066560 0.035020325 0.124458621 0.1390204578 #> 45 -0.078131131 -0.0151123277 0.062438832 0.155800492 -0.0993945543 #> 46 -0.009936199 0.0917583436 0.004551158 0.006802236 0.0324089128 #> 47 -0.037344012 -0.0016657565 -0.026724287 0.080044803 -0.0755578410 #> 48 -0.127333447 -0.0248482103 -0.036807171 -0.063300156 -0.1085616042 #> 49 -0.063956395 0.0383245857 0.021043320 0.089279012 0.0116995049 #> 50 0.165375952 -0.1590761393 -0.129900921 -0.056738476 -0.1332431409 #> 51 0.038479473 -0.0876707265 -0.067938387 -0.124472438 -0.0876714376 #> 52 -0.083430811 -0.0302012080 -0.115428365 -0.076187999 0.0855406933 #> 53 -0.044470488 -0.0175300468 0.068199959 0.023529517 0.1440138760 #> 54 -0.008152897 0.0432223996 -0.023520124 0.022756896 -0.0776402451 #> 55 -0.038453948 0.0620481063 -0.055417544 0.012149772 0.0463929780 #> 56 -0.068819272 -0.0736559012 -0.005939810 -0.040935218 -0.0578288455 #> 57 0.031084785 -0.0610384466 0.011567460 0.012525832 -0.0436467885 #> 58 -0.045567732 -0.0131344148 -0.022146952 0.215022131 -0.0750262847 #> 59 -0.055631706 0.0964131313 0.071514318 0.027029982 -0.0774329458 #> 60 0.095319200 -0.0335395859 0.060988612 0.009308049 -0.0608713692 #> 61 0.045612792 0.0571622850 0.007181694 -0.114982570 -0.1078057471 #> 62 0.143817933 -0.0686958728 -0.052133172 -0.080417681 -0.0323561876 #> 63 -0.076282513 0.0268153918 -0.117575132 -0.155683260 0.0956384668 #> 64 0.025625071 -0.0645750045 -0.114280231 -0.082250027 0.0003972398 #> 65 0.012589134 -0.0629639430 -0.060814491 -0.056755356 -0.0690771634 #> 66 0.302297440 -0.0707159156 -0.072016637 -0.074490123 -0.0482951980 #> 67 0.015011847 -0.0342385812 0.030032219 -0.077694224 -0.0542590315 #> 68 -0.043856923 0.0447560580 -0.103770805 0.021535630 0.0204866849 #> 69 0.105997589 0.0688351393 -0.145925087 -0.094928013 -0.0418708287 #> 70 -0.047688832 0.0220735885 -0.006090055 -0.037767360 0.0609942599 #> 71 -0.014032508 0.0051161693 -0.010749916 -0.047204784 0.0715466097 #> 72 0.068849275 0.0643359662 0.058750952 -0.017807363 0.0105451489 #> 73 0.038927236 -0.0742625224 -0.033970476 -0.075370865 -0.1331485877 #> 74 0.045580151 0.0099016597 -0.029557803 -0.087996772 -0.0559376352 #> 75 -0.070845427 0.0429394533 -0.074552591 -0.111429310 0.1076730481 #> 76 -0.021668692 0.1188354785 -0.048179907 -0.039854177 -0.0268738450 #> 77 0.122119791 -0.1085936888 -0.067102246 -0.102393816 -0.0117653669 #> 78 0.178370000 0.0316841967 0.005244553 -0.071506491 0.1160095107 #> 79 0.079880175 0.0054345551 -0.010018253 -0.049706894 -0.0589873299 #> 80 -0.045570980 -0.0443012631 0.020447333 0.222436723 0.1236050451 #> 41 42 43 44 45 #> 1 -0.105932788 0.072879428 -0.0412474041 -0.0013450867 -0.0751679632 #> 2 0.054684120 -0.118629243 -0.0458170523 0.0719927629 -0.0406023088 #> 3 -0.031990261 0.044865267 -0.0344003620 0.0357733039 -0.0443751692 #> 4 0.143977815 -0.012678979 0.0102129368 -0.0515609500 -0.0520058263 #> 5 -0.081880202 0.102907181 -0.0032667491 -0.0674699396 -0.1363443199 #> 6 0.019548229 -0.052802947 -0.0435031142 0.0874560119 0.0223713472 #> 7 0.025973559 -0.022129218 -0.0057579285 -0.0506380718 0.0399294640 #> 8 -0.045077633 0.198265098 -0.0984261415 -0.1167594982 -0.0465832138 #> 9 0.055972017 -0.024198898 -0.1170121885 0.1006550930 0.1972266899 #> 10 -0.093440832 -0.030100075 0.0058633079 0.0062613751 -0.1483632016 #> 11 -0.097957186 0.054763056 -0.0498707896 -0.1300304561 0.0193266931 #> 12 0.002118399 -0.060238059 0.1408607252 -0.0346022365 0.0304911643 #> 13 -0.074826097 0.072726508 -0.0174708088 -0.0740149636 -0.0423888092 #> 14 -0.006687408 -0.138455338 0.0265732837 0.0005298605 0.0398221205 #> 15 0.014671019 0.157591098 -0.0323100311 -0.0556059542 0.0105963933 #> 16 -0.051248319 0.019746652 -0.0417461163 -0.0214562672 -0.0969009251 #> 17 -0.022205727 -0.098597155 0.0497086576 -0.0178096278 0.1751896845 #> 18 0.047705537 0.044488452 -0.0179475203 0.0020382014 0.1043630908 #> 19 0.002250254 -0.013966094 -0.0484645844 -0.1096073461 0.0764066599 #> 20 -0.004955008 -0.107457361 0.0354978370 -0.0145930986 0.2514231414 #> 21 0.038831500 -0.044056159 0.1190058749 0.0738019255 -0.1046819201 #> 22 -0.005405233 -0.025488315 0.0955156985 0.0665896338 -0.0531055977 #> 23 0.031738913 0.098945746 -0.0056223109 0.0478629501 -0.0368873562 #> 24 -0.057504676 -0.059614795 -0.0680081001 -0.0234991380 -0.0689290832 #> 25 -0.007639480 -0.046145772 0.0378376925 0.0133651778 0.0439680979 #> 26 -0.020667967 -0.098509030 0.1054831087 0.0709974180 0.1251666710 #> 27 -0.020511040 0.048722974 -0.0610053734 -0.0281726955 -0.0514523761 #> 28 0.018913488 0.142391725 -0.0928941674 0.0094990641 -0.0829468698 #> 29 0.055771511 -0.134541228 0.0052835666 0.1397748261 0.1802732756 #> 30 0.001192476 -0.050689873 0.1246910957 -0.0464433196 -0.0023409320 #> 31 0.013002801 -0.011958516 0.0145333214 0.1434809328 -0.0938938800 #> 32 0.001070839 -0.051695975 0.2181902047 -0.0295598636 -0.1710325158 #> 33 0.032640717 -0.097498091 0.0725289251 0.1615202044 0.0330690651 #> 34 -0.095051541 -0.048718630 -0.0669539341 -0.1276734291 0.0873531204 #> 35 -0.150817987 0.047668080 -0.0986645071 -0.0363255372 -0.1841471753 #> 36 -0.068263242 0.012496181 0.0089269389 -0.0302665778 -0.0455625201 #> 37 -0.016952476 -0.056196160 -0.0348487517 -0.0060261734 -0.0183855329 #> 38 0.074215021 -0.059302163 0.0829555040 0.0515821413 0.0651469600 #> 39 -0.003849557 -0.113168729 -0.0037605788 0.1364551461 0.1539433295 #> 40 0.070811555 0.007782241 0.0026940936 0.1576858538 -0.0945828461 #> 41 0.622688296 -0.065575767 0.0693938202 0.1313421707 0.0463772896 #> 42 -0.074976720 0.632089249 -0.0908300292 -0.1190621763 -0.1198424880 #> 43 0.083024757 -0.067798139 0.6090573589 -0.0012352880 -0.0567037338 #> 44 0.125709309 -0.115294085 -0.0204990865 0.6283211574 0.0142830288 #> 45 0.054598116 -0.102220709 -0.0621138444 0.0281367167 0.6144674695 #> 46 -0.049444338 0.056596269 -0.0041918731 -0.0368668374 -0.1089237297 #> 47 0.008829807 -0.036698513 -0.0487092713 0.0380306720 0.0815176879 #> 48 0.067404926 0.010079132 -0.0836089160 -0.0219035135 0.0431915845 #> 49 -0.096519652 0.095744190 -0.0849546924 0.0040757474 -0.0829681843 #> 50 -0.093659971 0.081665119 -0.0961980469 -0.1193460030 -0.0264331312 #> 51 0.064265845 0.015120589 0.0525743610 -0.0911509172 -0.0160189861 #> 52 -0.079683431 0.058679538 -0.1321382295 0.0873480019 -0.0919409876 #> 53 0.080372182 0.071546169 -0.1206041514 0.1524707477 0.0776709569 #> 54 0.075320318 -0.024732699 0.1309512103 0.0375011963 -0.0263415696 #> 55 0.052240331 -0.005880976 -0.0908126590 0.0650623479 -0.0179017537 #> 56 0.002370362 0.045208478 0.0668728768 -0.0347433736 -0.0545137457 #> 57 -0.053194265 -0.012050565 0.0886685673 -0.0826683509 -0.0395988893 #> 58 -0.012600131 -0.104831977 0.0035049190 0.0128096636 0.0892718238 #> 59 0.091736077 -0.047072471 0.1142006398 -0.0012600817 -0.0023278879 #> 60 -0.028487762 0.044905408 0.0619301558 -0.1189957789 -0.0574921401 #> 61 -0.020743466 0.035636630 -0.0674126524 -0.1317504686 -0.0083243883 #> 62 0.002914275 0.103543676 0.0054941026 -0.0377579708 -0.0694085020 #> 63 -0.054394023 0.061162944 -0.1681300456 -0.0708129310 -0.1100332238 #> 64 -0.020787437 -0.044619951 -0.0806790767 0.0823318568 -0.0680102952 #> 65 0.012219703 0.097486753 -0.1409931129 -0.0390479890 0.0705083635 #> 66 -0.071946763 -0.023328062 -0.0067426126 -0.0281728721 0.0002782708 #> 67 -0.007709665 0.002776986 0.0663694698 -0.1241142056 -0.0011438670 #> 68 -0.099086297 0.014875038 -0.0333258771 -0.1211624731 0.0352543204 #> 69 -0.050583099 0.025365538 -0.0160356768 -0.1110557283 -0.0255113076 #> 70 0.031485992 0.040351385 -0.0709595985 -0.0215921676 0.0519132254 #> 71 0.083163840 -0.042058041 0.1203976269 0.0280813617 -0.1285587402 #> 72 0.005767485 -0.046796163 -0.0968853742 -0.0656461304 0.1410276504 #> 73 -0.105519309 0.025565108 -0.0379956404 -0.0539153444 0.0098500356 #> 74 0.002296598 -0.091220756 0.0951250491 -0.0436449556 0.0018035891 #> 75 -0.001176560 0.057781744 -0.0954772489 -0.0643698042 -0.0352857728 #> 76 -0.141438805 0.068939701 -0.0508186810 -0.1069589477 -0.1166552967 #> 77 -0.009947729 -0.042217892 0.0403303969 -0.0522194862 -0.0375104438 #> 78 -0.074087195 -0.103619009 -0.0004312549 -0.0234348309 -0.0673851146 #> 79 -0.034219736 -0.115236562 0.0443432954 -0.0678450979 0.0739364102 #> 80 0.071573024 -0.103270193 0.0039695432 0.1913604321 0.0520958468 #> 46 47 48 49 50 #> 1 -0.069317381 0.067601134 -0.0845133685 0.0501302631 0.024720609 #> 2 -0.166542120 0.039674972 0.0513839226 -0.0759503913 -0.009928974 #> 3 -0.016506000 0.104948955 -0.0331396815 -0.0379677566 -0.042363364 #> 4 -0.035126448 0.005601927 0.1561375115 -0.0863054431 0.066592129 #> 5 0.222794811 0.073350271 -0.0036056235 0.1985293595 -0.016003351 #> 6 0.160803784 -0.044974030 0.0711771013 0.0879394030 -0.110512710 #> 7 -0.018959576 0.002940248 -0.0299604226 -0.0697094867 0.027917475 #> 8 0.123985893 -0.041356659 0.0375855812 -0.0294523395 -0.010602806 #> 9 -0.155166755 0.080589686 0.0512100106 -0.0133223220 -0.026604659 #> 10 -0.084323703 0.024383576 -0.0091279136 -0.0117856751 0.059059864 #> 11 0.049055443 -0.046898901 -0.0029676706 0.0932996828 0.009233514 #> 12 0.112403665 -0.057630729 -0.0639662339 -0.0001454469 -0.003910920 #> 13 -0.063486056 -0.058050003 0.0061762498 0.1152978246 0.020849298 #> 14 0.049311442 -0.039112209 -0.1091748078 -0.0356407280 -0.104052550 #> 15 -0.152596475 -0.006553096 -0.0033189417 -0.0577406475 0.036745836 #> 16 0.064612168 -0.015774852 -0.0507133440 0.1534735885 -0.103687411 #> 17 -0.049382703 -0.041914983 -0.0368066434 0.0138673614 -0.032703354 #> 18 0.035525221 0.082382704 0.0274650950 0.0344858794 0.003484239 #> 19 -0.120906962 -0.036484985 0.0006847352 -0.0830646617 0.003696748 #> 20 -0.058775949 0.015636113 -0.0531699615 -0.1205935731 -0.089101687 #> 21 0.007749781 0.128045779 -0.0620926435 0.0111270699 -0.023624823 #> 22 0.035118568 -0.072372959 -0.0446589026 0.0389429503 -0.119171925 #> 23 -0.024506447 0.004317246 -0.0547099534 0.0471444116 0.084659874 #> 24 0.019326460 0.046234525 -0.0545002242 -0.0642002020 -0.129290920 #> 25 0.100696478 -0.026967363 -0.0869348510 -0.0583984513 -0.085522384 #> 26 -0.010996087 -0.034650562 -0.0206119027 -0.0813595426 -0.037850919 #> 27 0.003109251 -0.100948161 0.0289394511 0.1505808591 -0.027864360 #> 28 -0.034467420 -0.036962209 -0.0417991866 -0.0608962502 -0.120178749 #> 29 -0.139351491 -0.048638769 -0.0516737672 -0.0604214558 -0.118665727 #> 30 0.020415713 -0.008230223 0.0400018039 -0.0569192664 -0.021483647 #> 31 -0.046849469 -0.029393664 -0.0247619196 0.0436851922 -0.092651821 #> 32 -0.036532157 -0.079217432 -0.0512626191 -0.1238730021 -0.028888036 #> 33 -0.130382324 -0.056579045 -0.0526024390 -0.0540070603 -0.012386313 #> 34 -0.078167450 -0.065024285 -0.0611491181 -0.0987894095 0.089307676 #> 35 0.008985970 -0.079439557 -0.1107718726 0.0759311951 -0.056148084 #> 36 0.023936710 -0.015983470 -0.0646664298 -0.0315676192 0.200741149 #> 37 0.089789436 -0.016147031 0.0019769911 0.0348715454 -0.159552757 #> 38 0.008563584 -0.035224228 -0.0040006367 0.0235716128 -0.124396206 #> 39 0.006249371 0.066979572 -0.0350589117 0.0872420141 -0.055799051 #> 40 0.038524919 -0.081954202 -0.0736514895 0.0163313779 -0.125634846 #> 41 -0.056360866 -0.010599088 0.0892825068 -0.1049203131 -0.099084210 #> 42 0.040278787 -0.065528361 0.0225557595 0.0779425759 0.066839927 #> 43 0.002522536 -0.054507230 -0.0481003988 -0.0797244169 -0.087991349 #> 44 -0.049416227 0.012968915 -0.0056587948 -0.0099577755 -0.130403104 #> 45 -0.107619432 0.070309619 0.0732899910 -0.0831480193 -0.023636544 #> 46 0.615771768 -0.013991137 -0.0027962427 0.1969314109 -0.021456679 #> 47 -0.001478770 0.603259401 0.0464139024 -0.0159941050 0.047697752 #> 48 -0.031590351 0.005107427 0.6445658761 -0.0313356427 -0.037145410 #> 49 0.198415544 -0.027022339 -0.0010574010 0.6142876344 0.025009052 #> 50 -0.022948968 0.033693096 -0.0098435911 0.0220326294 0.617264057 #> 51 -0.085365400 -0.037961365 0.0836142937 -0.0660231129 0.189721109 #> 52 -0.082410531 0.019346158 0.0527233417 0.0577939498 -0.079807878 #> 53 -0.123769547 0.001350582 0.0546968483 0.0416326928 -0.011557266 #> 54 0.050400456 0.016933278 0.0737851009 0.0063391476 0.012960852 #> 55 0.031666079 0.069250103 0.0313055878 0.0695191639 0.061836073 #> 56 -0.042445880 0.009317389 -0.0617334771 -0.0432104012 0.066875316 #> 57 -0.091691641 -0.009096495 -0.1033758348 -0.0904530309 0.050790319 #> 58 -0.023905334 -0.010222471 0.0272748845 0.0131686851 0.084575528 #> 59 0.142892046 -0.003852947 -0.0263945085 -0.0618132391 -0.062859080 #> 60 0.080557494 -0.073553521 -0.0988485204 -0.0053587731 0.091458570 #> 61 -0.030700077 -0.011730805 -0.0515551802 -0.0884447808 0.052954452 #> 62 -0.066088714 -0.015817379 0.0205663804 0.0816722737 0.187753040 #> 63 -0.043678311 -0.085517181 -0.0294290083 -0.0178975306 -0.085598985 #> 64 -0.021874593 0.103951765 0.0870122089 0.0596605709 -0.016416778 #> 65 -0.086485348 0.040734301 0.1406781224 0.0303332101 0.187176248 #> 66 -0.025717935 0.003679374 -0.0834509655 -0.0946718181 0.083331319 #> 67 0.004540016 0.031762183 -0.0567656550 -0.1017171395 -0.018279052 #> 68 -0.036138756 0.117169066 -0.0517655183 -0.0253805744 0.009088351 #> 69 -0.034764751 0.081939499 -0.0157065304 -0.0185922888 0.103069587 #> 70 -0.002280558 -0.115837673 0.0651981136 -0.1169681378 -0.046468741 #> 71 0.095576419 -0.076592181 0.0374284964 0.0175563527 0.016780170 #> 72 -0.012880774 0.017958153 -0.0865801262 -0.0986706661 -0.025376535 #> 73 -0.077539617 -0.082608650 0.0606862121 0.0881818886 0.073241782 #> 74 0.020055289 0.028664577 0.1022114191 -0.0991945500 0.049539548 #> 75 -0.003155360 -0.041546172 0.0909200693 0.0331604334 -0.052665403 #> 76 0.333957510 0.012505603 -0.0124836544 0.2276826173 0.002898157 #> 77 -0.085770374 -0.089888724 0.0041089236 -0.1134921744 0.070372940 #> 78 0.015702492 -0.024470720 -0.0852497849 -0.0858698853 -0.017119077 #> 79 -0.049394258 -0.023903433 -0.0639151464 -0.1259506219 -0.003276370 #> 80 -0.025479753 0.028144283 -0.0109746732 -0.0234470988 -0.070517741 #> 51 52 53 54 55 #> 1 1.697087e-02 -0.0548464780 0.0872616103 -0.123681445 -0.062005076 #> 2 3.992425e-02 0.1485897363 0.0099032628 0.070686212 0.112207917 #> 3 -3.555267e-02 0.1185261485 0.0050364447 0.007120745 0.104301318 #> 4 1.736393e-01 -0.0604706872 -0.0799555022 0.075943760 0.046835579 #> 5 -3.286265e-02 0.0300668771 -0.0814915550 0.029075294 0.049119844 #> 6 -9.955413e-02 -0.0497556554 -0.0475806329 0.020175346 -0.076695211 #> 7 -5.760633e-02 -0.1554965319 -0.0861141602 -0.073314001 -0.095335425 #> 8 -6.235382e-02 0.0219980800 -0.0824470743 -0.006852086 -0.028193734 #> 9 6.074575e-02 0.1216456711 0.3273214409 -0.122263640 0.019489927 #> 10 2.869477e-02 -0.0033606340 -0.0828535874 0.189193972 0.026148893 #> 11 -6.983557e-02 -0.1379060824 -0.1205021520 -0.090090958 -0.186398158 #> 12 -3.257003e-02 -0.1731225071 -0.0983176168 -0.031791409 -0.152005823 #> 13 8.127855e-02 0.1191776667 0.0447940603 -0.072391374 -0.093370972 #> 14 -1.385644e-01 -0.0668549355 -0.1102814309 0.014693815 0.021456448 #> 15 1.600030e-01 0.0633316426 0.2174538072 -0.116626542 -0.079677793 #> 16 -1.024107e-01 0.1291742528 -0.0205094430 -0.032410478 0.070252791 #> 17 -8.921729e-03 -0.0423790796 -0.0246881830 -0.028811968 -0.097072618 #> 18 2.655744e-02 -0.0470229103 0.0697671578 -0.007159441 0.040613363 #> 19 1.688217e-01 -0.0514589213 0.0815917365 -0.072343788 -0.032588106 #> 20 -7.194712e-02 -0.1229394984 -0.0678026678 -0.064374086 -0.094129393 #> 21 -5.966047e-02 0.0317289008 -0.0647611717 0.088540391 0.157817907 #> 22 -1.213451e-01 0.0619437077 -0.0006834147 -0.086290879 -0.104413061 #> 23 -4.364516e-02 0.1349645652 0.0367143153 0.059079700 0.114745253 #> 24 -1.607545e-01 -0.0376865451 -0.1061526512 -0.024142216 0.015835125 #> 25 -1.020511e-01 -0.0958728134 -0.0369815606 -0.090563463 -0.117402366 #> 26 -6.596741e-02 -0.1594080585 -0.1121501556 0.064110665 -0.130429417 #> 27 -2.850914e-02 0.0387266885 0.0406668115 -0.021879673 -0.077122269 #> 28 -9.729573e-02 0.0389427982 0.0881333637 -0.121814409 -0.078282086 #> 29 -4.720841e-02 -0.0576193105 0.1057638495 0.020439319 -0.033492331 #> 30 -6.686812e-02 -0.1371548997 -0.1184442804 0.082218684 -0.065898969 #> 31 -1.005754e-01 0.1416836553 0.0671752387 -0.011409763 0.074350333 #> 32 -4.540529e-02 -0.0818243753 -0.1555007743 0.032334468 -0.116419899 #> 33 1.255115e-01 0.0711247562 0.1267569392 -0.010155659 0.011531313 #> 34 1.803845e-02 -0.0876647088 -0.0184752814 -0.039274961 -0.016314451 #> 35 -7.212707e-02 -0.0144684450 -0.0638771224 -0.061604782 -0.074565872 #> 36 5.760306e-02 -0.0419163637 -0.0275176148 0.005554173 -0.029277309 #> 37 -1.043890e-01 -0.0245285768 -0.0364189894 0.021087655 0.035382930 #> 38 -7.867528e-02 -0.1037744008 0.0552923497 -0.039673535 -0.076101387 #> 39 -1.397746e-01 -0.0690993252 0.0060566176 0.002038193 -0.013099362 #> 40 -9.630475e-02 0.0992982379 0.1332098468 -0.091690077 0.027812715 #> 41 4.259999e-02 -0.0789584210 0.0565356185 0.048237951 0.020627533 #> 42 -1.594621e-02 0.0500035955 0.0383086524 -0.061216018 -0.046894727 #> 43 4.453945e-02 -0.1177822825 -0.1308097782 0.117499781 -0.108794520 #> 44 -1.184496e-01 0.0824401504 0.1230013225 0.004785969 0.027816689 #> 45 -2.946401e-02 -0.0829951512 0.0620552196 -0.045203109 -0.041293725 #> 46 -1.001147e-01 -0.0747689921 -0.1406895822 0.030234618 0.006969810 #> 47 -4.019832e-02 0.0395000636 -0.0030570866 0.009279807 0.057066200 #> 48 4.007086e-02 0.0315707716 0.0089827044 0.024825154 -0.022184790 #> 49 -7.928830e-02 0.0669196214 0.0261967905 -0.012342557 0.046307028 #> 50 1.734795e-01 -0.0736586292 -0.0299695903 -0.008697275 0.035647514 #> 51 6.010224e-01 -0.0838292713 0.0146825691 0.020323659 -0.035728811 #> 52 -1.062201e-01 0.6234133059 0.1060428953 -0.026310658 0.128408413 #> 53 1.685328e-02 0.1306044691 0.5988517321 -0.106054639 0.050543185 #> 54 2.574017e-02 0.0014967180 -0.1028088363 0.595605930 0.186088616 #> 55 -2.578186e-02 0.1607462203 0.0583194194 0.190619048 0.591075498 #> 56 1.648098e-01 -0.0864079739 -0.0119869691 -0.026441115 -0.003432447 #> 57 1.403168e-01 -0.0714888939 -0.0307950636 -0.045913463 -0.023695491 #> 58 7.246961e-05 -0.0360290859 -0.0667380381 0.259369607 0.120744718 #> 59 -6.209236e-02 -0.2101778494 -0.1230170220 0.041176966 -0.096538180 #> 60 2.827174e-02 -0.1332652092 -0.0859763322 -0.009047083 -0.042206225 #> 61 2.062140e-03 -0.0739399285 -0.0697292537 0.032410553 -0.033937010 #> 62 1.446911e-01 0.1382116746 0.0840611829 0.052262459 0.022049615 #> 63 -1.146716e-01 0.0881938924 0.0199731690 -0.122590568 0.005282317 #> 64 -9.283550e-03 0.2432692919 0.0166418721 -0.032844024 0.069507740 #> 65 1.151428e-01 0.1302391238 0.1016975918 0.084778972 0.211824391 #> 66 -6.743403e-03 -0.0335584816 -0.0763022047 0.014919377 -0.019848974 #> 67 1.930601e-02 -0.0966115296 -0.0827631469 -0.094015444 -0.089541348 #> 68 -3.134979e-02 -0.0032757258 -0.0246065195 -0.101882837 -0.024770069 #> 69 1.187965e-01 0.0114184399 -0.0497888587 0.073434873 0.080828061 #> 70 3.039743e-03 -0.0217896736 0.0335327744 -0.057245466 -0.046621517 #> 71 5.966917e-02 -0.1044006714 -0.0654498356 0.006480936 -0.058827031 #> 72 -5.455342e-02 -0.1166008445 0.0754173131 -0.077177189 0.019529033 #> 73 4.592593e-02 0.1409858877 -0.0351427195 0.056516154 -0.010176567 #> 74 1.891547e-01 -0.0447194367 -0.0948237666 0.085484029 0.023914994 #> 75 1.074519e-02 0.1794871893 0.1036771926 -0.068381896 0.069127310 #> 76 -7.933940e-02 -0.0311585246 -0.1269215123 -0.021366930 -0.004566217 #> 77 9.563484e-02 -0.0007612141 -0.0358798838 -0.023631021 -0.056420387 #> 78 3.333616e-03 0.0016219819 0.0017057504 -0.088738649 0.025495058 #> 79 4.837590e-02 -0.0754469076 -0.0996197470 0.006365015 -0.064242369 #> 80 -7.521056e-02 0.0372106590 0.0978001469 -0.067192675 0.033256117 #> 56 57 58 59 60 #> 1 0.150706362 0.1181356395 -0.125255484 0.0113678097 -9.977950e-02 #> 2 -0.048918178 -0.0054336864 0.078606350 -0.1359576122 -1.427503e-01 #> 3 -0.004811753 -0.0374294240 -0.099129764 -0.0477531441 -2.877333e-02 #> 4 0.105692013 -0.0150888530 -0.012254417 -0.0074757770 -3.547456e-02 #> 5 -0.044420472 -0.0373998327 -0.073157443 0.0216212432 -2.610214e-02 #> 6 -0.106361011 -0.1037178811 0.079342724 0.0279780509 5.334389e-02 #> 7 0.046310657 -0.0248181490 0.010110280 0.2197780948 6.725397e-02 #> 8 -0.099391053 -0.1249267830 -0.099899625 0.0295187517 -5.524177e-02 #> 9 0.006712962 0.0155576613 -0.058636072 -0.1187727667 -1.187700e-01 #> 10 0.024717262 -0.0401293231 0.069670029 -0.0173147793 -9.537258e-02 #> 11 -0.098089346 -0.1216150097 -0.069876189 0.0838640142 -2.519731e-02 #> 12 -0.001328091 -0.0352612285 0.005832181 0.1618173399 2.134148e-01 #> 13 -0.085629382 -0.0806002555 -0.055407721 -0.1373753870 -6.640057e-03 #> 14 -0.100636112 0.0034379370 0.150263690 0.0646178446 1.096516e-01 #> 15 0.086019309 0.0116367416 -0.129377898 -0.0979917666 -2.997064e-02 #> 16 -0.031696145 0.0140034308 -0.061343469 -0.0976504516 -1.401618e-01 #> 17 -0.049519198 0.0313793597 0.040604009 -0.0802286628 -9.279179e-04 #> 18 0.123174190 0.1385282632 -0.037996361 0.0216975236 -3.607052e-02 #> 19 -0.023633201 0.0655623442 -0.046577511 -0.0895377189 8.396842e-02 #> 20 0.049160339 0.0560208918 0.057225800 0.1342594983 -2.068650e-02 #> 21 0.155219036 0.0720108545 0.019826849 0.0343768855 -4.871441e-02 #> 22 -0.135675842 -0.1069976076 -0.110129971 -0.0231057876 -6.830690e-02 #> 23 0.044233017 -0.0279495954 -0.026250371 -0.1007082875 6.403702e-02 #> 24 -0.035249784 0.0065790495 -0.026882436 0.0918765553 -6.236379e-02 #> 25 -0.057759122 -0.0182657823 -0.018468780 0.0837722963 1.762206e-01 #> 26 -0.021951811 -0.0529858213 0.022863880 0.1578919640 8.813353e-03 #> 27 -0.125208621 -0.1728115896 -0.093102169 -0.0697466556 -9.872449e-03 #> 28 -0.067540066 -0.1247294189 -0.213833757 -0.0380758248 -8.067630e-02 #> 29 -0.036732353 0.0055122190 0.055007015 -0.0622599126 -4.063591e-02 #> 30 -0.056899447 -0.0165252783 0.075074390 0.1198059923 4.324931e-02 #> 31 -0.057704129 -0.0533322312 -0.050513005 -0.0214019802 -1.589766e-02 #> 32 0.001001106 0.0506058710 0.003186257 -0.0095137686 -3.182944e-03 #> 33 0.099642197 0.1683824071 0.102883923 -0.1329155142 -4.356237e-02 #> 34 -0.048841929 0.1288055603 0.083870524 -0.0655805697 6.720048e-02 #> 35 0.016970924 -0.0482167836 -0.095038994 -0.0916715099 -7.572860e-02 #> 36 -0.035617409 0.0533652110 -0.027685919 -0.0082894944 1.067985e-01 #> 37 -0.076295854 -0.0745998360 -0.031094417 0.1079135268 -5.790210e-02 #> 38 -0.002598430 0.0039874040 -0.034125621 0.0889960466 4.260743e-02 #> 39 -0.042159129 0.0003804853 0.198478172 0.0399464199 -1.363843e-02 #> 40 -0.052383885 -0.0491232645 -0.084901374 -0.0578476369 -7.714897e-02 #> 41 -0.005217212 -0.0717032757 -0.035507754 0.0982888518 -5.779790e-02 #> 42 0.028219951 -0.0399605287 -0.137140553 -0.0499206494 6.194318e-03 #> 43 0.072916240 0.0837904937 -0.005771768 0.1343843512 4.625096e-02 #> 44 -0.047963809 -0.1068102229 -0.015730822 -0.0003401688 -1.539388e-01 #> 45 -0.053880494 -0.0498870735 0.074585027 0.0124457129 -7.858145e-02 #> 46 -0.043116926 -0.1032841236 -0.039896429 0.1563613489 5.816389e-02 #> 47 0.021158710 -0.0081766104 -0.013701200 0.0221287231 -8.343476e-02 #> 48 -0.091198632 -0.1437624256 -0.017510319 -0.0417193143 -1.500362e-01 #> 49 -0.042397314 -0.1005613800 -0.001338277 -0.0468598032 -2.626825e-02 #> 50 0.064711981 0.0377055474 0.067092143 -0.0508820667 6.757267e-02 #> 51 0.178888040 0.1434736044 -0.001169303 -0.0338737326 2.062746e-02 #> 52 -0.094720558 -0.0907229145 -0.059661720 -0.2043500850 -1.633004e-01 #> 53 0.004262020 -0.0254675104 -0.065809098 -0.0926276839 -9.144991e-02 #> 54 -0.006946323 -0.0373401068 0.263544350 0.0748121068 -1.127485e-02 #> 55 0.020592776 -0.0105917035 0.129449892 -0.0583726082 -3.990357e-02 #> 56 0.615100722 0.2409407219 -0.048872695 0.0302142999 1.161830e-02 #> 57 0.251862158 0.6041792853 0.050472496 -0.0596007149 7.814564e-02 #> 58 -0.033552645 0.0548711091 0.599780672 0.0073594441 8.068298e-02 #> 59 0.016073951 -0.0846624998 -0.022100954 0.6292410703 2.788374e-02 #> 60 0.033340858 0.0889467713 0.087085497 0.0637466562 5.933782e-01 #> 61 -0.024825370 -0.0192883280 -0.013792294 0.0066011505 1.400214e-01 #> 62 0.034795406 0.0036175462 0.006521991 -0.1057108764 6.319406e-02 #> 63 -0.070462721 -0.1527662911 -0.125356170 -0.1121969423 -7.258737e-02 #> 64 -0.069158763 -0.0636725143 -0.095596755 -0.1263025178 -1.662189e-01 #> 65 0.027183862 -0.0021590017 0.041258559 -0.1093021827 -9.638971e-02 #> 66 0.002683985 0.0090234636 -0.025944184 -0.0078914332 6.494149e-02 #> 67 0.076374133 0.0843186512 -0.127903157 0.0168681899 1.031956e-01 #> 68 0.035941299 0.0464121001 -0.032319967 -0.0132335567 -2.401694e-02 #> 69 0.012972222 0.0662522578 0.027652218 0.0027069973 -9.344610e-03 #> 70 -0.022216529 0.0234819719 0.022689652 0.0046236895 3.681221e-02 #> 71 -0.016370892 -0.1080193340 -0.051339660 0.1282489858 -7.908487e-03 #> 72 -0.107412370 -0.0408916809 -0.040133582 0.0508783976 2.068025e-02 #> 73 -0.029080688 -0.0564584190 0.061772907 -0.1216067876 -5.217718e-03 #> 74 0.026879713 0.0350892620 0.039051098 0.0270235408 2.242925e-02 #> 75 -0.070016613 -0.0310110411 -0.031093179 -0.0744117840 -5.205680e-02 #> 76 -0.055443632 -0.0829941183 -0.050606259 0.0463807735 -9.230082e-05 #> 77 -0.021448833 0.0253140706 0.067091151 -0.0897445485 1.807333e-01 #> 78 -0.024223173 0.1135619962 -0.052843314 -0.0636898767 2.760276e-02 #> 79 0.036824037 0.1399037812 0.146065821 -0.0126423154 1.042596e-01 #> 80 0.006363813 0.0573747735 0.055118632 -0.0269594916 -4.157886e-02 #> 61 62 63 64 65 #> 1 -0.138401761 -0.055531591 -0.0675719337 3.882228e-02 -0.003809054 #> 2 -0.082423599 0.032243091 -0.0809054747 1.272404e-01 0.109196523 #> 3 0.036579675 -0.003536740 0.1166233536 9.570773e-02 0.064392818 #> 4 0.021979826 0.023556122 0.0266095296 -1.280174e-02 0.094436466 #> 5 -0.039153782 -0.035076146 0.0613351676 1.482872e-01 -0.045614705 #> 6 -0.071635703 -0.111174981 -0.0502703895 -3.364214e-02 -0.086084929 #> 7 0.077206300 -0.116122722 -0.0040241566 -1.510864e-01 -0.057814695 #> 8 0.081472831 -0.072872054 0.1944955515 -2.242073e-02 0.077344052 #> 9 -0.049267657 0.021623939 0.0305747104 5.995687e-02 0.148504918 #> 10 -0.083092616 0.021678118 -0.1463354643 -5.466423e-02 -0.008484164 #> 11 0.020991536 -0.101621739 0.0011423922 -1.463941e-01 -0.057251082 #> 12 0.035515324 -0.003849906 -0.0370010664 -9.373442e-02 -0.147826209 #> 13 -0.039473198 0.218179075 -0.0174803994 6.986674e-02 -0.040194023 #> 14 0.007773240 -0.086491621 -0.0570091462 -1.986542e-02 -0.083665689 #> 15 -0.031491340 0.115507349 0.0879385872 -2.171617e-02 0.051747795 #> 16 -0.145297303 -0.109510997 0.0314628963 1.224606e-01 0.002340286 #> 17 0.020826534 0.019043592 -0.1216997398 1.352959e-02 -0.040949745 #> 18 -0.086984804 -0.071241116 -0.1011989887 4.471446e-02 0.099498327 #> 19 0.188684465 0.080940982 0.0259730006 -7.158547e-02 0.011896674 #> 20 0.045155268 -0.150930616 -0.0325246539 -1.157861e-01 -0.086017692 #> 21 -0.113090918 -0.064319486 -0.0921743790 1.168204e-02 -0.019006583 #> 22 -0.131504699 0.018479490 -0.0191535758 1.347774e-01 -0.115853893 #> 23 0.091693318 0.184845803 0.0070766477 2.058954e-02 0.073864536 #> 24 0.048673198 -0.150241962 0.0661094703 -4.673593e-02 -0.054623531 #> 25 -0.030815253 -0.087812650 -0.0615378613 -8.639724e-02 -0.138396068 #> 26 0.029307433 -0.103786491 -0.1332070545 -1.042248e-01 -0.067278402 #> 27 0.032843196 0.184837505 0.0032273902 3.158945e-02 -0.030917622 #> 28 0.033247955 -0.053049907 0.1275551272 3.011297e-02 -0.032075401 #> 29 -0.043777356 -0.103906275 -0.0855187959 -7.833176e-02 -0.034230801 #> 30 -0.005153979 -0.102377544 -0.1585003963 -1.059108e-01 -0.098968468 #> 31 -0.074569574 0.060494140 0.1213228704 1.281874e-01 -0.021169848 #> 32 -0.106107836 -0.025435811 -0.1270973349 -1.008286e-01 -0.144395650 #> 33 -0.113113674 0.035241217 -0.0872350271 -2.679958e-02 -0.016429526 #> 34 0.123267231 0.015437245 -0.0105228469 -3.868376e-02 0.059171489 #> 35 -0.055841752 -0.079708070 0.0926350703 -1.707646e-02 -0.082325380 #> 36 0.075159935 0.139904625 -0.0085623659 5.292248e-02 0.021589788 #> 37 0.050867613 -0.108450996 0.0586937230 -7.311941e-02 -0.089805104 #> 38 0.006868356 -0.085906961 -0.0797154671 -1.168433e-01 -0.081674319 #> 39 -0.119861200 -0.118756761 -0.1223888855 -8.937839e-02 -0.082180475 #> 40 -0.106015506 -0.064026397 0.1356017115 -6.225482e-05 -0.087833411 #> 41 -0.031985759 -0.041788469 -0.0274633130 -3.427947e-02 -0.019569079 #> 42 0.014993383 0.049439978 0.0786927017 -6.751293e-02 0.056297018 #> 43 -0.065024009 -0.025577705 -0.1275683985 -8.054017e-02 -0.159150958 #> 44 -0.148625624 -0.088093577 -0.0495150824 6.320697e-02 -0.076469633 #> 45 -0.011345855 -0.105890420 -0.0748816873 -7.328150e-02 0.046940407 #> 46 -0.035025842 -0.103874930 -0.0098310728 -2.845009e-02 -0.111357602 #> 47 -0.003544203 -0.041091228 -0.0391575755 1.098886e-01 0.028374414 #> 48 -0.084675054 -0.046013944 -0.0243758784 5.164260e-02 0.087011760 #> 49 -0.091286413 0.045370191 0.0174338410 5.456920e-02 0.006945089 #> 50 0.047136397 0.148474535 -0.0532440361 -2.448457e-02 0.160811705 #> 51 0.012485697 0.121654223 -0.0660750266 -1.109728e-03 0.105019906 #> 52 -0.085907232 0.092783920 0.1143995925 2.290523e-01 0.097725331 #> 53 -0.057134983 0.063195002 0.0707404428 2.698641e-02 0.093745373 #> 54 0.048250626 0.034642081 -0.0685774916 -1.925369e-02 0.080072556 #> 55 -0.013566505 0.008959668 0.0638258248 8.762851e-02 0.211648406 #> 56 -0.028480089 -0.002319764 -0.0359444370 -7.506322e-02 0.002982654 #> 57 -0.012021611 -0.022576188 -0.1073265705 -5.865553e-02 -0.015438774 #> 58 -0.002126963 -0.015273129 -0.0755178361 -8.618116e-02 0.032377400 #> 59 -0.011193917 -0.156966395 -0.0918190066 -1.463473e-01 -0.147643740 #> 60 0.158089270 0.047801449 -0.0163465233 -1.504008e-01 -0.098868356 #> 61 0.611446002 0.037154566 0.0357652376 -1.172596e-01 0.035849286 #> 62 0.070615017 0.577985552 0.0084892029 1.243583e-01 0.103685989 #> 63 -0.002407766 -0.063144251 0.6496190060 -3.973570e-02 -0.021188415 #> 64 -0.115009873 0.093147545 0.0006870362 6.091963e-01 0.097719696 #> 65 0.056395775 0.090772027 0.0375310772 1.160164e-01 0.590899513 #> 66 0.092387548 0.076206071 0.0071500529 -1.828072e-02 0.029085029 #> 67 0.092839973 -0.014560637 -0.0572886771 -2.308629e-02 -0.053435557 #> 68 -0.003404207 -0.076773565 0.1152808824 -4.822393e-02 -0.015065296 #> 69 0.154690955 0.063876922 0.0502747052 7.326344e-02 0.143740856 #> 70 -0.001875270 -0.060876257 0.0143092577 -6.933250e-02 0.025336313 #> 71 -0.081139460 -0.025939841 -0.0056567688 -6.275536e-02 -0.115378060 #> 72 0.075201918 -0.130967887 0.0590220269 -1.031720e-01 -0.027137700 #> 73 0.042380267 0.248824085 -0.0270129631 7.982263e-02 0.128733338 #> 74 0.038107279 0.045160429 -0.0784070766 4.817516e-02 -0.016512430 #> 75 -0.042088972 0.042111495 0.1657621215 1.146830e-01 0.069159617 #> 76 -0.017368463 -0.086149793 0.0775695585 -2.590960e-03 -0.095054182 #> 77 0.088478295 0.180457593 -0.0015219955 -1.953842e-02 -0.008126446 #> 78 -0.031682396 -0.011835682 0.0364391594 6.362996e-02 -0.078673997 #> 79 0.183547228 -0.003974714 -0.0054892396 -6.350974e-02 -0.056994528 #> 80 -0.171164885 -0.050601711 -0.0467128672 5.856793e-02 -0.077204109 #> 66 67 68 69 70 #> 1 -0.0405003506 -0.0106169197 0.0664563065 0.0450097489 -0.065117738 #> 2 -0.0373424032 -0.0640422712 -0.0869338794 0.0224436794 -0.088114622 #> 3 0.1912240103 0.0951478772 0.0206279753 0.1074403910 -0.053481295 #> 4 -0.0112663149 0.0416280238 -0.0657069833 0.0057431263 0.004715455 #> 5 -0.0487240232 -0.0429564975 0.0772191007 0.1554917727 -0.075860007 #> 6 -0.0860997874 -0.1106959582 -0.1100037093 -0.1613912141 0.069451605 #> 7 -0.0398449856 0.0027189835 0.1123732806 0.0611862221 0.021653409 #> 8 0.0363232555 0.0001529424 0.0253224363 0.0594582029 0.075609187 #> 9 0.0035210049 -0.0251158559 0.1161596359 0.0235007209 0.006187712 #> 10 0.0078782261 -0.1254137596 -0.0876209081 0.0135983707 -0.174473470 #> 11 -0.0574374360 -0.0904706779 -0.0024313215 -0.0563756309 -0.082016073 #> 12 0.0385772663 0.1440024232 -0.0536880036 -0.0976407715 0.019336642 #> 13 -0.0734919333 -0.0380255976 -0.0748777316 -0.0580286789 -0.099723315 #> 14 0.0491056596 0.0616738864 0.0093508450 0.0040859426 0.075186459 #> 15 -0.0238946705 0.0158019353 0.0927072635 -0.0037607463 0.011033905 #> 16 -0.1275070960 -0.0583266966 0.1088205816 -0.0309269816 -0.063961271 #> 17 -0.0772391168 0.0530371548 -0.0226880571 -0.0656531857 -0.002934945 #> 18 -0.0881942672 0.1208155029 0.0336643242 -0.0552037872 0.101530973 #> 19 0.0764315372 0.0058328472 0.0112449971 0.1540824573 0.008680800 #> 20 0.0422272161 0.0497162866 0.1474337650 0.0414184691 0.074832707 #> 21 -0.0761113316 -0.0029130700 0.0488834016 -0.0409909311 -0.108192887 #> 22 -0.0157711352 -0.0089626542 -0.0308794814 -0.0565637825 -0.016563624 #> 23 0.0948948253 0.0617317576 -0.0603650738 0.0038967459 -0.074736837 #> 24 -0.0011792925 0.0120619446 0.0824838323 -0.0024427072 -0.012471223 #> 25 0.0094063602 0.0599325638 0.0555948648 -0.0718822633 0.176251035 #> 26 0.1286884440 0.0007883884 -0.1051899061 -0.0835500819 -0.023849561 #> 27 -0.0896446559 -0.0763449974 -0.1507166146 -0.1096387699 -0.094523973 #> 28 -0.0201794877 0.0336973003 -0.0673480192 -0.0791455024 -0.061844430 #> 29 -0.0466587580 -0.0660239291 -0.1077941637 -0.1149141805 -0.063232231 #> 30 -0.1099242069 0.0468524703 -0.0437177305 -0.0812696342 -0.027030211 #> 31 0.0115808171 -0.0832058365 -0.0234907444 0.0073350127 0.012995951 #> 32 -0.0294197115 0.0142273078 -0.0966643320 -0.0699307671 -0.050839482 #> 33 -0.0019840650 -0.1027369800 -0.0788257179 -0.0926031836 -0.012622826 #> 34 0.0974062677 0.0192985983 0.0146608583 0.0517967394 0.106161349 #> 35 -0.1140866413 -0.1421377035 -0.0807126573 -0.1021329598 -0.102606409 #> 36 0.3158982857 0.0423314829 -0.0167009487 0.1076004003 -0.017864986 #> 37 -0.0929568857 -0.0427607608 0.0360702166 0.0345961347 0.016055619 #> 38 -0.0882762741 0.0274913725 -0.1064753128 -0.1741827577 -0.006126691 #> 39 -0.0953150501 -0.0848003612 0.0142658312 -0.1277509750 -0.042369287 #> 40 -0.0624512547 -0.0546962978 0.0198857569 -0.0680249200 0.063061204 #> 41 -0.0991353540 -0.0211794655 -0.1127197590 -0.0897697250 0.020520402 #> 42 -0.0599176061 -0.0200937674 -0.0081593769 -0.0232220404 0.019984841 #> 43 -0.0203002669 0.0665306060 -0.0333284026 -0.0415913655 -0.068294252 #> 44 -0.0609943248 -0.1432168678 -0.1404287971 -0.1558752156 -0.038190620 #> 45 -0.0186894941 -0.0063928413 0.0298416843 -0.0564771069 0.049168461 #> 46 -0.0459899978 -0.0020132562 -0.0428556901 -0.0670348481 -0.006329620 #> 47 -0.0040803222 0.0377212775 0.1229644984 0.0621817681 -0.107374368 #> 48 -0.1325171370 -0.0921130359 -0.0872765610 -0.0767707364 0.032354943 #> 49 -0.1134597479 -0.1067862787 -0.0306133754 -0.0493782531 -0.119533067 #> 50 0.0615669668 -0.0263246140 0.0008791275 0.0693072001 -0.052010092 #> 51 -0.0122661432 0.0275020599 -0.0233174013 0.1012757016 0.013740003 #> 52 -0.0614720830 -0.1108063404 -0.0176341983 -0.0284931959 -0.033480274 #> 53 -0.0796542323 -0.0723963838 -0.0144034183 -0.0651389206 0.046403748 #> 54 0.0148131516 -0.0804028783 -0.0884339337 0.0613306130 -0.041128691 #> 55 -0.0154247676 -0.0713983515 -0.0067907338 0.0732542325 -0.025974310 #> 56 -0.0169170326 0.0704919068 0.0298954103 -0.0186268293 -0.025594545 #> 57 0.0003438829 0.0893578610 0.0512876481 0.0455746426 0.031025392 #> 58 -0.0302251514 -0.1184653343 -0.0230458064 0.0113732160 0.034631685 #> 59 -0.0416327989 -0.0031543852 -0.0334197936 -0.0430324028 -0.012894676 #> 60 0.0670630360 0.1190359489 -0.0083402675 -0.0192210980 0.055156758 #> 61 0.0764412498 0.0906124660 -0.0057953756 0.1267466223 -0.001598567 #> 62 0.0937202238 0.0166723065 -0.0457042834 0.0693930403 -0.027139103 #> 63 -0.0469692485 -0.0976891880 0.0747167098 -0.0158426306 -0.023587043 #> 64 -0.0319772783 -0.0230640646 -0.0483653646 0.0475688454 -0.066806065 #> 65 0.0336852206 -0.0351165751 0.0030900238 0.1363430131 0.046159505 #> 66 0.5954997046 0.0597804167 0.0114464910 0.0959531104 -0.042459152 #> 67 0.0460616261 0.6092184951 0.0475358400 0.0005071123 -0.010281117 #> 68 -0.0021086378 0.0476995017 0.6090548334 0.1672987704 -0.013742955 #> 69 0.1079511449 0.0262239373 0.1928519336 0.5835016701 -0.035922953 #> 70 -0.0586821527 -0.0127853269 -0.0164108267 -0.0641439877 0.611722705 #> 71 -0.1031694935 -0.0696213775 -0.0951605068 -0.0752684870 -0.016786589 #> 72 0.0450385582 -0.0264845349 0.0548281912 0.0036611966 0.015449301 #> 73 0.1062381690 -0.0837435987 -0.0765627225 0.0162151359 -0.041102084 #> 74 0.0945618518 0.1567703997 -0.0144552627 0.0250197646 0.022389318 #> 75 -0.0328680454 0.0146096006 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1.145235e-01 #> 64 -0.0417191313 -9.439819e-02 0.078343715 0.0304432969 1.038672e-01 #> 65 -0.0760450744 -6.712097e-05 0.145551181 -0.0159475392 7.664051e-02 #> 66 -0.0684366995 6.750895e-02 0.118455820 0.0905265514 -2.998734e-02 #> 67 -0.0486073741 -1.773294e-02 -0.085244738 0.1390163088 3.771513e-03 #> 68 -0.0739828416 6.374345e-02 -0.077900200 -0.0320456918 3.073649e-02 #> 69 -0.0285376586 3.812962e-02 0.040430822 0.0329824987 8.784388e-02 #> 70 0.0017232046 2.169669e-02 -0.045107434 0.0021310172 9.789664e-02 #> 71 0.6302324986 -9.864899e-02 -0.112192885 0.0792056574 -3.826986e-02 #> 72 -0.0863865830 6.179701e-01 -0.115694252 -0.0551029599 -2.719352e-05 #> 73 -0.0896777419 -1.054415e-01 0.607717356 0.0013183873 4.130345e-02 #> 74 0.1179737517 -2.859727e-02 0.017571339 0.5914644042 6.025482e-02 #> 75 -0.0064177689 1.956249e-02 0.050640394 0.0533388212 5.983804e-01 #> 76 0.0953392129 9.445589e-03 -0.068846709 0.0251165106 1.191550e-04 #> 77 0.0059717762 -4.480515e-02 0.179765545 0.0888828156 5.254177e-02 #> 78 0.0038976184 1.200340e-01 -0.075011692 0.1456607659 1.020387e-01 #> 79 -0.0755274313 5.756371e-02 0.062290375 0.1041294673 1.783025e-02 #> 80 0.0476194503 -5.108871e-02 -0.108254332 -0.0091842323 7.556804e-03 #> 76 77 78 79 80 #> 1 -0.008850901 -0.1382411532 -0.0531927609 -0.138689997 0.0113539869 #> 2 -0.146182748 0.0064902655 0.0081633629 -0.030602310 0.0381779124 #> 3 -0.024019703 -0.0062011186 0.1327492966 -0.035627701 -0.0258780486 #> 4 -0.041843903 0.0712818190 -0.0481738393 -0.004682587 -0.0751471668 #> 5 0.337738797 -0.1064569673 -0.0036833429 -0.106889815 -0.0694934621 #> 6 0.011860235 -0.0074900207 -0.0811864618 -0.044855068 0.0348883307 #> 7 -0.026901971 -0.0340962150 -0.1301672789 -0.032824416 -0.0238432923 #> 8 0.094962966 -0.0350493036 0.0010927706 -0.034782469 -0.1242579521 #> 9 -0.112744032 -0.0355050943 -0.0335659064 -0.064837501 0.0670551651 #> 10 -0.089059975 -0.0755060909 -0.1100054517 -0.101994394 -0.1110019307 #> 11 0.115056654 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0.0129472680 #> 39 -0.035424529 -0.1230196118 -0.0912398840 -0.072588455 0.2103713679 #> 40 -0.015775326 -0.0257222917 0.1029449886 -0.075200020 0.1182085602 #> 41 -0.143372820 -0.0369371879 -0.1001842517 -0.063464961 0.0531440049 #> 42 0.057604732 -0.0786083038 -0.1391170185 -0.153882740 -0.1311001648 #> 43 -0.039121760 0.0269718746 -0.0128973745 0.028729008 -0.0008285392 #> 44 -0.114525825 -0.0848418070 -0.0551647490 -0.102723184 0.1672985512 #> 45 -0.110368486 -0.0562790767 -0.0852613448 0.052912012 0.0418876538 #> 46 0.338940023 -0.1058433050 -0.0034780364 -0.071722954 -0.0369922442 #> 47 0.030000483 -0.0974492885 -0.0311388813 -0.033719763 0.0291441585 #> 48 -0.036295250 -0.0447581158 -0.1332244216 -0.115037951 -0.0512812728 #> 49 0.234149263 -0.1320809722 -0.1035662804 -0.146795185 -0.0334754568 #> 50 0.006388380 0.0488077199 -0.0377918941 -0.027097356 -0.0835225214 #> 51 -0.059607569 0.0903112337 -0.0010975900 0.040796526 -0.0719737260 #> 52 -0.033817550 -0.0284756835 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0.1487835865 0.0975798687 0.133177241 -0.0832565461 #> 67 -0.038389744 -0.0007384156 0.0929122769 0.078923175 -0.0557256077 #> 68 0.105795681 -0.0739456715 -0.0001473718 0.004604903 0.0121895718 #> 69 0.034310119 0.0574986289 0.0168850264 0.116826359 -0.1065454599 #> 70 -0.050400593 0.1048047136 0.0141771491 0.044482763 0.1171666660 #> 71 0.085860994 -0.0285618858 -0.0297436409 -0.112316858 0.0216462282 #> 72 0.012229776 -0.0670764034 0.0986551046 0.033036690 -0.0647995304 #> 73 -0.055809784 0.1677470256 -0.0861378088 0.048016091 -0.1117124111 #> 74 0.054406386 0.0931172480 0.1507876009 0.106108134 0.0036106399 #> 75 0.022493027 0.0498601974 0.1002495161 0.012892910 0.0134356721 #> 76 0.620754280 -0.1432126276 -0.0150934227 -0.083157669 -0.0801699633 #> 77 -0.118157184 0.5956988366 0.0952160706 0.246952551 -0.0160521561 #> 78 0.009069618 0.0943236679 0.5965912393 0.130499884 0.1170880952 #> 79 -0.055846461 0.2492083161 0.1336480519 0.593443071 -0.0616929189 #> 80 -0.063674960 -0.0246125960 0.1094200581 -0.072509124 0.6042592764 #> attr(,"scaled:center") #> 1 2 3 4 5 6 7 8 #> 0.3707362 0.3734390 0.4102067 0.3837382 0.4007582 0.3761330 0.3745420 0.3792767 #> 9 10 11 12 13 14 15 16 #> 0.4024152 0.3455001 0.3453822 0.4028996 0.3749048 0.4012107 0.3900516 0.3750491 #> 17 18 19 20 21 22 23 24 #> 0.3889918 0.4047374 0.3970645 0.3887045 0.3842206 0.3819237 0.4028746 0.3773371 #> 25 26 27 28 29 30 31 32 #> 0.3932154 0.3797711 0.3683699 0.3611588 0.3770423 0.3689247 0.4043631 0.3459140 #> 33 34 35 36 37 38 39 40 #> 0.3890433 0.3949895 0.3286706 0.4181011 0.3822593 0.3882407 0.3836754 0.3903442 #> 41 42 43 44 45 46 47 48 #> 0.3773117 0.3679108 0.3909426 0.3716788 0.3855325 0.3842282 0.3967406 0.3554341 #> 49 50 51 52 53 54 55 56 #> 0.3857124 0.3827359 0.3989776 0.3765867 0.4011483 0.4043941 0.4089245 0.3848993 #> 57 58 59 60 61 62 63 64 #> 0.3958207 0.4002193 0.3707589 0.4066218 0.3885540 0.4220144 0.3503810 0.3908037 #> 65 66 67 68 69 70 71 72 #> 0.4091005 0.4045003 0.3907815 0.3909452 0.4164983 0.3882773 0.3697675 0.3820299 #> 73 74 75 76 77 78 79 80 #> 0.3922826 0.4085356 0.4016196 0.3792457 0.4043012 0.4034088 0.4065569 0.3957407 #> #> $y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $betahat #> [,1] #> 1 -1.907586718 #> 2 -0.904062888 #> 3 -0.491381381 #> 4 -0.617278198 #> 5 -1.551127945 #> 6 -0.831880019 #> 7 0.000000000 #> 8 1.459619121 #> 9 -0.732961895 #> 10 0.000000000 #> 11 3.436909664 #> 12 1.150533760 #> 13 -0.603393286 #> 14 -1.112520885 #> 15 0.234530102 #> 16 0.002877864 #> 17 0.000000000 #> 18 0.476832880 #> 19 0.838743139 #> 20 -0.777214613 #> 21 -0.450458228 #> 22 0.847728290 #> 23 -0.588305343 #> 24 -1.839772198 #> 25 -0.360955726 #> 26 0.126709388 #> 27 -0.782170209 #> 28 -1.488689352 #> 29 0.027954989 #> 30 0.000000000 #> 31 3.089671827 #> 32 0.000000000 #> 33 -0.187165869 #> 34 -0.407090676 #> 35 1.958553863 #> 36 -0.648914799 #> 37 1.838612630 #> 38 0.000000000 #> 39 0.119906724 #> 40 1.490538382 #> 41 0.000000000 #> 42 -1.118402653 #> 43 1.370678043 #> 44 -1.169695411 #> 45 0.424491940 #> 46 -1.385868349 #> 47 0.000000000 #> 48 -1.175989968 #> 49 0.000000000 #> 50 -0.237176083 #> 51 -0.170299516 #> 52 0.207174021 #> 53 -0.688827102 #> 54 2.647175422 #> 55 2.971320145 #> 56 0.149946124 #> 57 -0.182339711 #> 58 0.401459184 #> 59 -0.614927363 #> 60 -0.793213723 #> 61 -0.660842893 #> 62 1.570987157 #> 63 2.732463618 #> 64 -0.866503120 #> 65 1.246030042 #> 66 -0.401229312 #> 67 0.072263207 #> 68 -0.186239901 #> 69 1.239651255 #> 70 0.000000000 #> 71 -1.203339004 #> 72 0.922969752 #> 73 -0.210645715 #> 74 0.000000000 #> 75 -0.186613437 #> 76 -0.014226283 #> 77 -0.917630858 #> 78 0.000000000 #> 79 -0.545002375 #> 80 0.558931205 #> #> $A #> [1] 1 2 3 4 5 6 8 9 11 12 13 14 15 16 18 19 20 21 22 23 24 25 26 27 28 #> [26] 29 31 33 34 35 36 37 39 40 42 43 44 45 46 48 50 51 52 53 54 55 56 57 58 59 #> [51] 60 61 62 63 64 65 66 67 68 69 71 72 73 75 76 77 79 80 #> #> $betamat #> $betamat[[1]] #> [,1] #> [1,] 0.0000000 #> [2,] 0.0000000 #> [3,] 0.0000000 #> [4,] 0.0000000 #> [5,] 0.0000000 #> [6,] 0.0000000 #> [7,] 0.0000000 #> [8,] 0.8746725 #> [9,] 0.0000000 #> [10,] 0.0000000 #> [11,] 0.0000000 #> [12,] 0.0000000 #> [13,] 0.0000000 #> [14,] 0.0000000 #> [15,] 0.0000000 #> [16,] 0.0000000 #> [17,] 0.0000000 #> [18,] 0.0000000 #> [19,] 0.0000000 #> [20,] -0.6231437 #> [21,] 0.0000000 #> [22,] 0.0000000 #> [23,] 0.0000000 #> [24,] 0.0000000 #> [25,] -0.8785032 #> [26,] 0.0000000 #> [27,] 0.0000000 #> [28,] 0.0000000 #> [29,] 0.0000000 #> [30,] 0.0000000 #> [31,] 0.6675825 #> [32,] 0.0000000 #> [33,] 0.0000000 #> [34,] 0.0000000 #> [35,] 0.0000000 #> [36,] 0.0000000 #> [37,] 0.6641195 #> [38,] 0.0000000 #> [39,] 0.0000000 #> [40,] 0.0000000 #> [41,] 0.0000000 #> [42,] 0.0000000 #> [43,] 0.0000000 #> [44,] 0.0000000 #> [45,] 0.0000000 #> [46,] 0.0000000 #> [47,] 0.0000000 #> [48,] 0.0000000 #> [49,] 0.0000000 #> [50,] 0.0000000 #> [51,] 0.0000000 #> [52,] 0.7476316 #> [53,] 0.0000000 #> [54,] 0.6576876 #> [55,] 1.0208097 #> [56,] 0.0000000 #> [57,] -0.8362189 #> [58,] 0.0000000 #> [59,] 0.0000000 #> [60,] 0.0000000 #> [61,] 0.0000000 #> [62,] 0.0000000 #> [63,] 1.2433374 #> [64,] 0.0000000 #> [65,] 0.7065526 #> [66,] 0.0000000 #> [67,] -0.7047769 #> [68,] 0.0000000 #> [69,] 0.0000000 #> [70,] 0.0000000 #> [71,] 0.0000000 #> [72,] 0.0000000 #> [73,] 0.0000000 #> [74,] 0.0000000 #> [75,] 0.0000000 #> [76,] 0.0000000 #> [77,] 0.0000000 #> [78,] 0.0000000 #> [79,] 0.0000000 #> [80,] 0.0000000 #> #> $betamat[[2]] #> [,1] #> [1,] -0.86159575 #> [2,] -0.36825289 #> [3,] 0.00000000 #> [4,] 0.00000000 #> [5,] 0.00000000 #> [6,] 0.00000000 #> [7,] 0.00000000 #> [8,] 1.04246189 #> [9,] -0.48221494 #> [10,] 0.00000000 #> [11,] 1.17572562 #> [12,] -0.23323132 #> [13,] 0.00000000 #> [14,] 0.00000000 #> [15,] 0.00000000 #> [16,] 0.00000000 #> [17,] 0.00000000 #> [18,] 0.00000000 #> [19,] 0.00000000 #> [20,] -0.49016803 #> [21,] 0.00000000 #> [22,] 0.00000000 #> [23,] 0.00000000 #> [24,] 0.00000000 #> [25,] -0.90794728 #> [26,] -0.12679602 #> [27,] 0.00000000 #> [28,] 0.00000000 #> [29,] 0.00000000 #> [30,] 0.00000000 #> [31,] 0.83557600 #> [32,] 0.00000000 #> [33,] 0.00000000 #> [34,] 0.00000000 #> [35,] 0.00000000 #> [36,] 0.00000000 #> [37,] 1.09927378 #> [38,] 0.00000000 #> [39,] 0.00000000 #> [40,] 0.00000000 #> [41,] 0.00000000 #> [42,] 0.00000000 #> [43,] 0.00000000 #> [44,] 0.00000000 #> [45,] 0.00000000 #> [46,] 0.00000000 #> [47,] 0.00000000 #> [48,] 0.00000000 #> [49,] 0.00000000 #> [50,] 0.00000000 #> [51,] 0.00000000 #> [52,] 0.31809767 #> [53,] -0.23727308 #> [54,] 1.11283325 #> [55,] 1.18471141 #> [56,] 0.00000000 #> [57,] -1.00875254 #> [58,] 0.00000000 #> [59,] 0.06945135 #> [60,] 0.00000000 #> [61,] 0.00000000 #> [62,] 0.00000000 #> [63,] 1.51178176 #> [64,] -0.40299941 #> [65,] 0.62290755 #> [66,] 0.00000000 #> [67,] -0.77822508 #> [68,] 0.00000000 #> [69,] 0.00000000 #> [70,] 0.00000000 #> [71,] 0.00000000 #> [72,] 0.62482193 #> [73,] 0.00000000 #> [74,] 0.00000000 #> [75,] 0.08851186 #> [76,] 0.00000000 #> [77,] 0.00000000 #> [78,] 0.00000000 #> [79,] 0.00000000 #> [80,] 0.00000000 #> #> $betamat[[3]] #> [,1] #> [1,] -1.165828415 #> [2,] -0.237374409 #> [3,] 0.000000000 #> [4,] 0.000000000 #> [5,] -0.538793883 #> [6,] -0.681002468 #> [7,] 0.000000000 #> [8,] 0.780805938 #> [9,] -0.285917192 #> [10,] 0.000000000 #> [11,] 1.505885855 #> [12,] -0.127624415 #> [13,] 0.000000000 #> [14,] 0.000000000 #> [15,] 0.000000000 #> [16,] 0.000000000 #> [17,] 0.000000000 #> [18,] 0.000000000 #> [19,] 0.000000000 #> [20,] -0.478634140 #> [21,] 0.000000000 #> [22,] 0.000000000 #> [23,] 0.000000000 #> [24,] -0.242454448 #> [25,] -1.119403068 #> [26,] 0.130543364 #> [27,] 0.000000000 #> [28,] 0.000000000 #> [29,] 0.500013423 #> [30,] 0.000000000 #> [31,] 1.301818037 #> [32,] 0.000000000 #> [33,] -0.278817357 #> [34,] 0.000000000 #> [35,] 0.000000000 #> [36,] 0.000000000 #> [37,] 1.222500900 #> [38,] 0.000000000 #> [39,] 0.000000000 #> [40,] 0.000000000 #> [41,] 0.000000000 #> [42,] 0.000000000 #> [43,] 0.000000000 #> [44,] 0.000000000 #> [45,] 0.000000000 #> [46,] -0.749503543 #> [47,] 0.000000000 #> [48,] -0.502602808 #> [49,] 0.000000000 #> [50,] 0.000000000 #> [51,] 0.000000000 #> [52,] 0.245922454 #> [53,] -0.004059482 #> [54,] 1.787328288 #> [55,] 1.759744024 #> [56,] -0.239635075 #> [57,] -0.735732981 #> [58,] 0.000000000 #> [59,] -0.086191207 #> [60,] 0.000000000 #> [61,] 0.000000000 #> [62,] 0.000000000 #> [63,] 1.767936744 #> [64,] -0.927866760 #> [65,] 0.952984318 #> [66,] 0.000000000 #> [67,] -0.963949939 #> [68,] 0.000000000 #> [69,] 0.000000000 #> [70,] 0.000000000 #> [71,] 0.000000000 #> [72,] 0.818603278 #> [73,] 0.000000000 #> [74,] 0.000000000 #> [75,] -0.302183048 #> [76,] 0.067145004 #> [77,] 0.000000000 #> [78,] 0.000000000 #> [79,] 0.000000000 #> [80,] 0.000000000 #> #> $betamat[[4]] #> [,1] #> [1,] -1.11089439 #> [2,] -0.42828870 #> [3,] 0.00000000 #> [4,] -0.32926665 #> [5,] -0.63132783 #> [6,] -0.95411243 #> [7,] 0.00000000 #> [8,] 0.91274375 #> [9,] -0.36116480 #> [10,] 0.00000000 #> [11,] 2.02479771 #> [12,] 0.41450598 #> [13,] 0.00000000 #> [14,] -0.84116341 #> [15,] 0.00000000 #> [16,] -0.13662306 #> [17,] 0.00000000 #> [18,] -0.19462321 #> [19,] 0.00000000 #> [20,] -0.46423988 #> [21,] 0.00000000 #> [22,] 0.17913435 #> [23,] -0.06373058 #> [24,] -0.65669773 #> [25,] -0.59627734 #> [26,] 0.09406067 #> [27,] -0.34495166 #> [28,] -0.50807136 #> [29,] 0.39827599 #> [30,] 0.00000000 #> [31,] 2.15627778 #> [32,] 0.00000000 #> [33,] -0.20297764 #> [34,] -0.25170681 #> [35,] 0.96709496 #> [36,] -0.25052073 #> [37,] 1.59034761 #> [38,] 0.00000000 #> [39,] 0.00000000 #> [40,] 0.93906889 #> [41,] 0.00000000 #> [42,] 0.00000000 #> [43,] 0.80806156 #> [44,] 0.00000000 #> [45,] 0.19152884 #> [46,] -0.91196881 #> [47,] 0.00000000 #> [48,] -0.94606275 #> [49,] 0.00000000 #> [50,] 0.00000000 #> [51,] 0.00000000 #> [52,] 0.12112882 #> [53,] -0.17919912 #> [54,] 2.06900054 #> [55,] 2.19742145 #> [56,] -0.00251708 #> [57,] -0.37342336 #> [58,] 0.53223236 #> [59,] -0.05695367 #> [60,] 0.00000000 #> [61,] 0.13853089 #> [62,] 0.00000000 #> [63,] 2.15645186 #> [64,] -0.96691318 #> [65,] 0.92845111 #> [66,] -0.07496113 #> [67,] -0.61336243 #> [68,] 0.15242019 #> [69,] 0.00000000 #> [70,] 0.00000000 #> [71,] 0.00000000 #> [72,] 0.92874856 #> [73,] -0.18918807 #> [74,] 0.00000000 #> [75,] -0.25086101 #> [76,] 0.06724901 #> [77,] -0.82466491 #> [78,] 0.00000000 #> [79,] -0.46881760 #> [80,] -0.04882545 #> #> $betamat[[5]] #> [,1] #> [1,] -1.4302132610 #> [2,] -0.6726297195 #> [3,] 0.0000000000 #> [4,] -0.4535369935 #> [5,] -1.1455156007 #> [6,] -1.0388703683 #> [7,] 0.0000000000 #> [8,] 1.0323414437 #> [9,] -0.4962585539 #> [10,] 0.0000000000 #> [11,] 2.6315116700 #> [12,] 0.7965214621 #> [13,] -0.4729796712 #> [14,] -1.1372162728 #> [15,] 0.0000000000 #> [16,] -0.1836834523 #> [17,] 0.0000000000 #> [18,] 0.0253751998 #> [19,] 0.7450680436 #> [20,] -0.6843682720 #> [21,] -0.1977755525 #> [22,] 0.4336601303 #> [23,] -0.2484967678 #> [24,] -1.2364063540 #> [25,] -0.5812273695 #> [26,] 0.1096387237 #> [27,] -0.3377607331 #> [28,] -0.8084487159 #> [29,] 0.4049313860 #> [30,] 0.0000000000 #> [31,] 2.5831359932 #> [32,] 0.0000000000 #> [33,] 0.0004456187 #> [34,] -0.3011275056 #> [35,] 1.3797091469 #> [36,] -0.3874754660 #> [37,] 1.6431993867 #> [38,] 0.0000000000 #> [39,] 0.0000000000 #> [40,] 1.1843872061 #> [41,] 0.0000000000 #> [42,] 0.0000000000 #> [43,] 1.1901964838 #> [44,] -0.6804856571 #> [45,] 0.2986081152 #> [46,] -1.1957776351 #> [47,] 0.0000000000 #> [48,] -1.1420732268 #> [49,] 0.0000000000 #> [50,] 0.0000000000 #> [51,] -0.0777403804 #> [52,] 0.0894775350 #> [53,] -0.2465506941 #> [54,] 2.2913616492 #> [55,] 2.4362171971 #> [56,] 0.1846230950 #> [57,] -0.2709322982 #> [58,] 0.4577407922 #> [59,] -0.2657006573 #> [60,] 0.0000000000 #> [61,] -0.2302406357 #> [62,] 1.1029005416 #> [63,] 2.4574409718 #> [64,] -1.0837505594 #> [65,] 0.9901279218 #> [66,] -0.2500293623 #> [67,] -0.4391980902 #> [68,] -0.0398828527 #> [69,] 1.0566336339 #> [70,] 0.0000000000 #> [71,] -0.4480945989 #> [72,] 0.9635080774 #> [73,] -0.1517549585 #> [74,] 0.0000000000 #> [75,] -0.3147919151 #> [76,] -0.0241555808 #> [77,] -0.9092831262 #> [78,] 0.0000000000 #> [79,] -0.5509032832 #> [80,] 0.2087884974 #> #> $betamat[[6]] #> [,1] #> [1,] -1.907586718 #> [2,] -0.904062888 #> [3,] -0.491381381 #> [4,] -0.617278198 #> [5,] -1.551127945 #> [6,] -0.831880019 #> [7,] 0.000000000 #> [8,] 1.459619121 #> [9,] -0.732961895 #> [10,] 0.000000000 #> [11,] 3.436909664 #> [12,] 1.150533760 #> [13,] -0.603393286 #> [14,] -1.112520885 #> [15,] 0.234530102 #> [16,] 0.002877864 #> [17,] 0.000000000 #> [18,] 0.476832880 #> [19,] 0.838743139 #> [20,] -0.777214613 #> [21,] -0.450458228 #> [22,] 0.847728290 #> [23,] -0.588305343 #> [24,] -1.839772198 #> [25,] -0.360955726 #> [26,] 0.126709388 #> [27,] -0.782170209 #> [28,] -1.488689352 #> [29,] 0.027954989 #> [30,] 0.000000000 #> [31,] 3.089671827 #> [32,] 0.000000000 #> [33,] -0.187165869 #> [34,] -0.407090676 #> [35,] 1.958553863 #> [36,] -0.648914799 #> [37,] 1.838612630 #> [38,] 0.000000000 #> [39,] 0.119906724 #> [40,] 1.490538382 #> [41,] 0.000000000 #> [42,] -1.118402653 #> [43,] 1.370678043 #> [44,] -1.169695411 #> [45,] 0.424491940 #> [46,] -1.385868349 #> [47,] 0.000000000 #> [48,] -1.175989968 #> [49,] 0.000000000 #> [50,] -0.237176083 #> [51,] -0.170299516 #> [52,] 0.207174021 #> [53,] -0.688827102 #> [54,] 2.647175422 #> [55,] 2.971320145 #> [56,] 0.149946124 #> [57,] -0.182339711 #> [58,] 0.401459184 #> [59,] -0.614927363 #> [60,] -0.793213723 #> [61,] -0.660842893 #> [62,] 1.570987157 #> [63,] 2.732463618 #> [64,] -0.866503120 #> [65,] 1.246030042 #> [66,] -0.401229312 #> [67,] 0.072263207 #> [68,] -0.186239901 #> [69,] 1.239651255 #> [70,] 0.000000000 #> [71,] -1.203339004 #> [72,] 0.922969752 #> [73,] -0.210645715 #> [74,] 0.000000000 #> [75,] -0.186613437 #> [76,] -0.014226283 #> [77,] -0.917630858 #> [78,] 0.000000000 #> [79,] -0.545002375 #> [80,] 0.558931205 #> #> #> $new2As #> $new2As[[1]] #> [1] 8 20 25 31 37 52 54 55 57 63 65 67 #> #> $new2As[[2]] #> [1] 1 2 9 11 12 26 53 59 64 72 75 #> #> $new2As[[3]] #> [1] 5 6 24 29 33 46 48 56 76 #> #> $new2As[[4]] #> [1] 4 14 16 18 22 23 27 28 34 35 36 40 43 45 58 61 66 68 73 77 79 80 #> #> $new2As[[5]] #> [1] 13 19 21 44 51 62 69 71 #> #> $new2As[[6]] #> [1] 3 15 39 42 50 60 #> #> #> $mu #> [,1] #> [1,] -0.1434088 #> #> $meanx #> 1 2 3 4 5 6 7 8 #> 0.3707362 0.3734390 0.4102067 0.3837382 0.4007582 0.3761330 0.3745420 0.3792767 #> 9 10 11 12 13 14 15 16 #> 0.4024152 0.3455001 0.3453822 0.4028996 0.3749048 0.4012107 0.3900516 0.3750491 #> 17 18 19 20 21 22 23 24 #> 0.3889918 0.4047374 0.3970645 0.3887045 0.3842206 0.3819237 0.4028746 0.3773371 #> 25 26 27 28 29 30 31 32 #> 0.3932154 0.3797711 0.3683699 0.3611588 0.3770423 0.3689247 0.4043631 0.3459140 #> 33 34 35 36 37 38 39 40 #> 0.3890433 0.3949895 0.3286706 0.4181011 0.3822593 0.3882407 0.3836754 0.3903442 #> 41 42 43 44 45 46 47 48 #> 0.3773117 0.3679108 0.3909426 0.3716788 0.3855325 0.3842282 0.3967406 0.3554341 #> 49 50 51 52 53 54 55 56 #> 0.3857124 0.3827359 0.3989776 0.3765867 0.4011483 0.4043941 0.4089245 0.3848993 #> 57 58 59 60 61 62 63 64 #> 0.3958207 0.4002193 0.3707589 0.4066218 0.3885540 0.4220144 0.3503810 0.3908037 #> 65 66 67 68 69 70 71 72 #> 0.4091005 0.4045003 0.3907815 0.3909452 0.4164983 0.3882773 0.3697675 0.3820299 #> 73 74 75 76 77 78 79 80 #> 0.3922826 0.4085356 0.4016196 0.3792457 0.4043012 0.4034088 0.4065569 0.3957407 #> #> $normx #> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 #> [77] 1 1 1 1 #> #> $normy #> [1] 1 #> #> $eta #> [1] 0.5 #> #> $K #> [1] 6 #> #> $kappa #> [1] 0.5 #> #> $select #> [1] "pls2" #> #> $fit #> [1] "regression" #> #> $projection #> [1] NA #> #> attr(,"class") #> [1] "spls" #> #> $DKsplsDR_modplsr #> $call #> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE, #> scale.Y = FALSE) #> #> $X #> 1 2 3 4 5 #> 1 0.6292638185 -0.0467945817 0.026478849 -0.065475925 0.125478907 #> 2 -0.0440917745 0.6265610113 0.097058345 0.075578743 -0.076149925 #> 3 0.0659494013 0.1338260909 0.589793266 0.019382364 0.090316964 #> 4 -0.0524738923 0.0858779687 -0.007086155 0.616261785 -0.018283359 #> 5 0.1555009704 -0.0488306689 0.080868475 -0.001263329 0.599241755 #> 6 -0.1065285555 -0.1117256072 -0.115089443 -0.075629992 0.004694315 #> 7 0.0272158462 -0.0789699629 -0.071692600 0.036383555 -0.035624909 #> 8 -0.0742359667 -0.0753664642 0.089841671 0.005848481 0.060591341 #> 9 0.1371415858 0.0970197200 0.049777742 -0.014216929 -0.060495629 #> 10 0.0274288330 0.1950981967 -0.003469518 -0.015221964 -0.030238690 #> 11 -0.0213397507 -0.1837847306 -0.130988751 -0.091624676 -0.004364268 #> 12 -0.0430145777 -0.1193410774 -0.038153034 -0.019425432 -0.035452062 #> 13 -0.0758575484 0.0017652346 -0.035581037 -0.091541638 -0.044293359 #> 14 -0.0806042622 -0.0092662439 -0.009320150 -0.061423316 -0.011673173 #> 15 0.1352659675 -0.0070747963 0.021675168 -0.006817951 -0.052927140 #> 16 0.0711328856 -0.0180221749 -0.044450785 -0.069647261 0.205322439 #> 17 -0.1011764068 -0.0225773168 -0.108608324 -0.074421570 -0.101090716 #> 18 0.1836537113 -0.0179570685 -0.032346859 -0.013301221 0.020446700 #> 19 -0.0423471598 -0.0099783080 0.033094228 0.052370244 -0.012863703 #> 20 0.0087931594 -0.0727066862 -0.051935519 -0.066169311 -0.077947746 #> 21 0.1041372858 0.0991002672 0.024388613 0.016745154 0.036278136 #> 22 0.0094778141 -0.0411512778 0.006679640 -0.143012798 0.064678209 #> 23 -0.0699765195 0.0750018643 0.079187520 0.010644993 -0.077087484 #> 24 -0.0138691470 -0.0580588972 0.026549856 0.021707422 0.040884394 #> 25 -0.0230340691 -0.1236992501 -0.009702795 -0.119883342 -0.041454217 #> 26 -0.0394546124 -0.1003419792 -0.059545057 0.025368512 -0.096843207 #> 27 -0.1432909771 -0.0972363118 -0.088335457 -0.078229933 -0.051793623 #> 28 -0.0325846025 -0.1239095686 0.069296663 -0.077859662 -0.017401707 #> 29 -0.0655897046 0.0225365907 -0.025060599 -0.080810475 -0.132405416 #> 30 -0.0905827678 -0.0470067134 -0.122394611 -0.026322571 -0.036576885 #> 31 0.0408604408 0.0610720392 0.132396316 -0.076573473 0.052722419 #> 32 -0.0880178361 0.0682922891 -0.079562792 0.061287714 -0.085325653 #> 33 -0.0049469908 0.1275292448 -0.037058151 -0.025858636 -0.144794497 #> 34 -0.0690064089 -0.0776553987 -0.080389394 -0.019023171 -0.095734167 #> 35 -0.0085141149 -0.1418491622 -0.111665985 -0.089358546 0.037755928 #> 36 0.0063059446 -0.0277082362 0.039007772 -0.021506012 0.008476563 #> 37 -0.0288331820 -0.0958172392 0.018483045 -0.043962995 0.116351686 #> 38 -0.0362363688 -0.0948115976 -0.068521148 -0.066604995 -0.109062858 #> 39 -0.0257352987 -0.0236212556 -0.107849569 -0.121594984 -0.081190648 #> 40 0.0380957725 -0.0059425451 0.083689349 -0.030005944 0.065686658 #> 41 -0.0993572657 0.0585568358 -0.064885291 0.137551305 -0.105326742 #> 42 0.0700539972 -0.1241574805 0.002569284 -0.028506443 0.070059688 #> 43 -0.0210409446 -0.0283133998 -0.053664455 0.017417363 -0.013082353 #> 44 -0.0004024256 0.0702326169 -0.002754588 -0.063620322 -0.096549341 #> 45 -0.0603716142 -0.0285087670 -0.069049373 -0.050211510 -0.151570034 #> 46 -0.0558253299 -0.1557528764 -0.042484502 -0.034636430 0.206264799 #> 47 0.0936055517 0.0629765830 0.091482820 0.018604311 0.069332625 #> 48 -0.0998154261 0.0333790578 -0.087912292 0.127833421 -0.048929744 #> 49 0.0651064472 -0.0636770144 -0.062462125 -0.084331292 0.183483481 #> 50 0.0367203705 -0.0006320191 -0.069834155 0.065589857 -0.034025652 #> 51 0.0452122417 0.0654628197 -0.046781853 0.188878659 -0.034643340 #> 52 -0.0489959655 0.1517374417 0.084906108 -0.067622208 0.005895327 #> 53 0.1176736966 0.0376125420 -0.004022022 -0.062545449 -0.081101532 #> 54 -0.0900235559 0.1016412937 0.001308081 0.096599615 0.032711119 #> 55 -0.0238167554 0.1476934302 0.103019085 0.072021866 0.057286102 #> 56 0.1648694584 -0.0374578879 -0.030119208 0.106853077 -0.060279438 #> 57 0.1432201726 0.0169480396 -0.051815444 -0.003006353 -0.042337363 #> 58 -0.0957723376 0.1053866894 -0.109117171 0.004226696 -0.073696359 #> 59 0.0113905579 -0.1386376712 -0.087200949 -0.020455062 -0.008378072 #> 60 -0.0638938405 -0.1095674139 -0.032358225 -0.012590933 -0.020238545 #> 61 -0.1205839451 -0.0673085901 0.014926939 0.026795609 -0.051358029 #> 62 -0.0042533244 0.0808185504 0.008270974 0.061832356 -0.013819942 #> 63 -0.0879271212 -0.1039634694 0.056797613 -0.006747691 0.010957917 #> 64 0.0588898341 0.1446051202 0.076304728 -0.005736218 0.138332680 #> 65 0.0345552513 0.1448580211 0.063286571 0.119798738 -0.037272463 #> 66 -0.0067362367 -0.0062810965 0.185517571 0.009495766 -0.044981972 #> 67 0.0094284036 -0.0466997550 0.075722648 0.048671314 -0.052933237 #> 68 0.0866652916 -0.0694277015 0.001366408 -0.058500031 0.067406023 #> 69 0.0907718973 0.0655030205 0.113731987 0.038503242 0.171231858 #> 70 -0.0475766251 -0.0732763164 -0.075410735 0.009254535 -0.088340957 #> 71 -0.0156685646 -0.0216587272 -0.052851219 0.106339262 0.037092379 #> 72 -0.0607459720 -0.1308941330 -0.012379255 -0.087824813 -0.029174967 #> 73 -0.0761352309 0.0215398827 -0.039381508 -0.032078214 -0.062742538 #> 74 -0.0320568979 0.1129296040 0.052733641 0.157589519 0.001332135 #> 75 0.0160037017 0.0737525376 0.053838777 -0.022231002 0.064867831 #> 76 -0.0003413625 -0.1403760165 -0.054980717 -0.046336398 0.316226272 #> 77 -0.1046761713 0.0373524403 -0.012106689 0.091844768 -0.102914048 #> 78 -0.0205201817 0.0381331349 0.125951323 -0.028503293 -0.001032827 #> 79 -0.1028692498 0.0025156299 -0.039277507 0.018136127 -0.101091131 #> 80 0.0363585289 0.0604796473 -0.040344059 -0.063144658 -0.074510983 #> 6 8 9 11 12 #> 1 -0.111925395 -0.082776463 0.105462596 0.0040142563 -0.0751779956 #> 2 -0.114419640 -0.081204154 0.068043537 -0.1557279165 -0.1488016882 #> 3 -0.081015730 0.120771727 0.057569305 -0.0661641911 -0.0308458996 #> 4 -0.068024798 0.010310018 -0.032893885 -0.0532686364 -0.0385868165 #> 5 0.029319538 0.082072908 -0.062152556 0.0510118021 -0.0375934164 #> 6 0.623866979 -0.004673541 -0.061945263 0.0571390403 0.0366515540 #> 7 -0.041956422 -0.006880975 -0.011138319 0.1370776224 0.0516136948 #> 8 -0.001529884 0.620723322 -0.094909762 0.1286954614 -0.0659140868 #> 9 -0.035663113 -0.071771268 0.597584829 -0.0237394400 -0.1224299042 #> 10 -0.100932695 -0.099282485 -0.087291671 -0.1038813389 -0.1521605320 #> 11 0.026388194 0.094800958 -0.080772437 0.6546178254 0.0571065813 #> 12 0.063418132 -0.042291166 -0.121945476 0.1146240061 0.5971004006 #> 13 -0.021585385 0.006806937 -0.020854547 0.0330938806 -0.0247611182 #> 14 0.138661955 -0.020417560 -0.069182463 -0.0669094578 0.0840161189 #> 15 -0.119957231 -0.002455376 0.191644403 0.0228496076 -0.0470574864 #> 16 0.024813821 0.021832358 0.005593486 -0.0217081253 -0.1313202389 #> 17 0.018235923 -0.109056482 -0.013265322 -0.0190885559 0.1423049917 #> 18 0.037372665 -0.028515461 0.071442152 -0.0336616102 0.0142428318 #> 19 -0.059552897 -0.023620347 0.156437950 -0.0194454407 -0.0397878006 #> 20 0.021290942 -0.016042512 0.052955772 0.0532786004 0.0348339123 #> 21 -0.054684727 -0.108095039 -0.032566874 -0.0952528263 -0.1091178875 #> 22 0.038730670 0.007804775 -0.013676128 0.0037452014 0.0568839966 #> 23 -0.058407480 -0.015674177 -0.033280571 -0.0874261799 -0.0396690544 #> 24 -0.013439736 0.056050673 -0.073452504 0.0003111387 -0.0452384972 #> 25 0.151187256 -0.013281333 -0.031217367 -0.0208257943 0.1904072233 #> 26 0.079605686 -0.069967324 -0.071465413 0.1094245321 0.1729687693 #> 27 0.048074203 -0.002633636 -0.074683896 0.0820903524 0.0306714460 #> 28 -0.060815774 0.080419263 -0.002008134 0.0035177458 -0.0470550662 #> 29 0.062546648 -0.156421504 0.084907126 -0.0553736863 0.0218399272 #> 30 0.024973376 -0.130819348 -0.131539230 -0.0217552291 0.0675115693 #> 31 -0.046079973 -0.043442716 -0.014134435 -0.0505371133 -0.0001614380 #> 32 -0.093042697 -0.087725023 -0.173763795 -0.1052210512 0.0002079679 #> 33 0.002906482 -0.143858728 0.121074021 -0.1115306348 -0.0933113877 #> 34 -0.045888592 0.028476712 -0.051186811 -0.0228757356 0.0411105261 #> 35 0.025372351 0.013853416 -0.150686968 -0.0152616355 -0.0996244149 #> 36 -0.044800256 0.034763036 -0.058945286 0.0066848660 0.0937287442 #> 37 0.005128015 0.003766843 -0.025361967 0.0380988689 -0.0153430252 #> 38 0.102623462 -0.088606474 -0.030955441 0.0875337560 0.1596167431 #> 39 0.147931188 -0.160937293 0.021525625 0.0087504659 0.0457960408 #> 40 0.002062826 0.004908637 0.074342010 -0.0881821667 -0.0356831724 #> 41 0.020726912 -0.047042607 0.030868550 -0.0660276564 -0.0234694959 #> 42 -0.061025217 0.186899171 -0.058703318 0.0772916323 -0.0952269072 #> 43 -0.028693494 -0.086760179 -0.128484719 -0.0043103230 0.1289037669 #> 44 0.083001833 -0.124357334 0.069918764 -0.1037337881 -0.0658229933 #> 45 0.031770856 -0.040327361 0.180344049 0.0594770490 0.0131240954 #> 46 0.168898995 0.128937447 -0.173353694 0.0879015007 0.0937322979 #> 47 -0.024366452 -0.023892738 0.074915114 0.0044595242 -0.0637897294 #> 48 0.050478204 0.013743027 0.004228963 0.0070842788 -0.1114317094 #> 49 0.097518747 -0.023016652 -0.030025128 0.1336298738 -0.0173326807 #> 50 -0.103909788 -0.007143541 -0.046283887 0.0465872829 -0.0240745762 #> 51 -0.076709599 -0.042652943 0.057308134 -0.0162401854 -0.0364920774 #> 52 -0.049301983 0.019308096 0.095817194 -0.1067015629 -0.1994354125 #> 53 -0.022565386 -0.060575485 0.326054537 -0.0647360587 -0.1000689483 #> 54 0.048436395 0.018265306 -0.120284741 -0.0310790622 -0.0302969380 #> 55 -0.043903731 0.001454090 0.025999258 -0.1228558308 -0.1459809204 #> 56 -0.097594754 -0.093768453 -0.010802931 -0.0585722423 -0.0193284123 #> 57 -0.084030188 -0.108382747 0.008963205 -0.0711764697 -0.0423401133 #> 58 0.103429031 -0.078956975 -0.060831915 -0.0150390357 0.0031519089 #> 59 0.022603959 0.021001003 -0.150429008 0.1092407693 0.1296766702 #> 60 0.083832707 -0.027896608 -0.114563328 0.0360423553 0.2171370746 #> 61 -0.059214726 0.090750150 -0.063128831 0.0641633586 0.0211697217 #> 62 -0.065293554 -0.030134284 0.041223216 -0.0249894648 0.0152649432 #> 63 -0.076022417 0.165599867 -0.021459467 0.0061412116 -0.0895196718 #> 64 -0.018971433 -0.010893674 0.048345434 -0.1009725848 -0.1058302865 #> 65 -0.053117464 0.107167861 0.155190233 0.0064672297 -0.1416253218 #> 66 -0.057732513 0.061546873 0.005606129 0.0016806848 0.0401779623 #> 67 -0.096047475 0.011657769 -0.036749522 -0.0450713476 0.1318843286 #> 68 -0.095191564 0.036990925 0.104689631 0.0431316705 -0.0656424364 #> 69 -0.121025906 0.096679855 0.037583879 0.0147405243 -0.0840420411 #> 70 0.081595879 0.084609804 -0.007950164 -0.0391209533 0.0047143368 #> 71 -0.053452487 -0.049028430 -0.127616815 0.0304730901 0.0802438886 #> 72 -0.004181093 0.071147073 0.030943184 0.0219745490 -0.0044760206 #> 73 0.030552161 -0.007977155 -0.005754488 0.0579401246 -0.0652858257 #> 74 -0.051661207 -0.010455384 -0.014978020 -0.0646977136 0.0618455403 #> 75 -0.001426335 0.185757120 0.092514144 -0.0239009608 -0.1198173897 #> 76 0.014972933 0.094932008 -0.135913483 0.1489201990 0.0319508845 #> 77 0.020678121 -0.010024818 -0.033619102 -0.0730303623 0.0371137044 #> 78 -0.053910722 0.025224853 -0.032572317 -0.1248973969 0.0389004170 #> 79 -0.014431161 -0.007502219 -0.060695744 -0.0348515672 0.0978752073 #> 80 0.054496033 -0.107793907 0.060380717 -0.1240646064 0.0054910475 #> 13 14 15 16 18 #> 1 -0.0800261226 -0.1110787760 0.1159505888 0.066819944 0.149652446 #> 2 0.0002994675 -0.0370379506 -0.0236873679 -0.019632309 -0.049255526 #> 3 -0.0002790582 -0.0003241109 0.0418303424 -0.009293173 -0.026877571 #> 4 -0.0827081791 -0.0788957967 -0.0131312962 -0.060958170 -0.034300453 #> 5 -0.0184398700 -0.0121256241 -0.0422204554 0.231031561 0.016467498 #> 6 -0.0203571196 0.1135842805 -0.1338757703 0.025897720 0.008768239 #> 7 -0.1622500861 -0.0029222807 -0.0536611209 -0.104584076 -0.052691522 #> 8 0.0111788592 -0.0423515775 -0.0132302579 0.026059914 -0.053976229 #> 9 0.0066558691 -0.0679779869 0.2040080137 0.032959535 0.069119877 #> 10 -0.0393994032 -0.1291547511 -0.0641629066 -0.093047028 -0.094528545 #> 11 0.0035712995 -0.1227379786 -0.0218197780 -0.051375073 -0.093016882 #> 12 0.0032337255 0.0857050229 -0.0342094472 -0.103469762 0.012404985 #> 13 0.6250952443 -0.1066609134 0.1469258659 -0.035568262 -0.107737488 #> 14 -0.0803549737 0.5987893046 -0.1616145968 0.032573507 -0.021402390 #> 15 0.1620726704 -0.1727737319 0.6099484398 -0.007987682 0.056179831 #> 16 -0.0354238948 0.0064119347 -0.0229901199 0.624950877 0.130144202 #> 17 0.1120242654 0.0411580052 -0.0193813215 -0.012637449 0.092129937 #> 18 -0.0779047972 -0.0178756392 0.0708657170 0.159832526 0.595262553 #> 19 0.0565209215 -0.0418480192 0.1058586904 -0.111941336 -0.072502349 #> 20 -0.1244829526 0.1947564197 -0.0711060223 -0.037920325 -0.018966231 #> 21 -0.1148672962 -0.0079378954 -0.0527434523 0.123668954 0.077603562 #> 22 0.0668405701 0.0675227352 0.0026147592 0.068590799 -0.028656874 #> 23 0.0711987334 -0.0301271468 0.0316713258 -0.035585789 -0.017901548 #> 24 -0.1554685727 0.1417677422 -0.1161019868 0.118413350 -0.024537883 #> 25 -0.0690247803 0.1522655809 -0.0364536410 -0.063509073 0.073723778 #> 26 -0.1151244782 0.0336282914 -0.1147486632 -0.113895170 -0.029585091 #> 27 0.3151224073 -0.1156550235 0.0190236411 -0.068561041 -0.108065412 #> 28 0.0039179572 -0.1417975201 0.1097377529 -0.001893198 -0.043375431 #> 29 -0.0429912801 -0.0057703144 -0.0008294621 -0.030779577 0.044236096 #> 30 -0.1247660374 0.0374408246 -0.1498959383 -0.060398404 0.005326742 #> 31 0.0006023104 0.0137617882 0.0357586664 0.011619447 -0.048284735 #> 32 -0.1000678852 -0.0310604588 -0.1214082480 -0.075611374 -0.105568592 #> 33 0.0813341249 -0.0447168252 0.0481432924 -0.035886906 -0.042747181 #> 34 0.0003163260 0.1007820906 -0.0421582565 -0.061509597 -0.015310937 #> 35 0.0176640753 -0.1194133966 -0.0776468996 0.037517180 -0.108839056 #> 36 0.0119208945 -0.0041029731 0.0118618507 -0.071850085 -0.023143498 #> 37 -0.0925217678 0.0649103313 -0.0711907805 0.046283454 -0.015450912 #> 38 -0.0080523775 0.0198337167 -0.0151950012 -0.045776000 0.092220638 #> 39 -0.1035603046 0.1026392404 -0.1288951938 0.032169705 0.076066879 #> 40 -0.0505889904 0.0534070987 0.0174778512 0.157397486 -0.040467586 #> 41 -0.0724191486 -0.0305863993 0.0019311628 -0.048985738 0.020279795 #> 42 0.0657325039 -0.1717552820 0.1354502894 0.012608281 0.007661757 #> 43 -0.0014329233 0.0163052294 -0.0314189502 -0.025852598 -0.031742326 #> 44 -0.0772408766 -0.0290019922 -0.0739786718 -0.024826547 -0.031020403 #> 45 -0.0317610344 0.0241439556 0.0060773636 -0.086417517 0.085158175 #> 46 -0.0541625796 0.0323289795 -0.1584198031 0.073791278 0.015016007 #> 47 -0.0362141591 -0.0435823048 0.0001359433 0.005916624 0.074385857 #> 48 -0.0132943819 -0.1549513793 -0.0379363780 -0.070328343 -0.021838228 #> 49 0.1261054345 -0.0511390578 -0.0620798422 0.164136831 0.015460799 #> 50 0.0286804856 -0.1225273025 0.0294302188 -0.096000591 -0.018517265 #> 51 0.1053513458 -0.1407975638 0.1689289931 -0.078482261 0.020797553 #> 52 0.1208596050 -0.0914789369 0.0498667765 0.130711824 -0.075173663 #> 53 0.0710375725 -0.1103438585 0.2285505149 0.005589702 0.066177979 #> 54 -0.0429020591 0.0178771902 -0.1022840316 -0.003065531 -0.007502817 #> 55 -0.0593512257 0.0291702546 -0.0608048517 0.104128170 0.044800418 #> 56 -0.0756348597 -0.1169475292 0.0808670272 -0.021845989 0.103336022 #> 57 -0.0596842965 -0.0019520437 0.0174058960 0.034775023 0.129611531 #> 58 -0.0300931492 0.1492723221 -0.1192101300 -0.036173264 -0.042514480 #> 59 -0.1415212130 0.0341660788 -0.1172843972 -0.101940645 -0.012280993 #> 60 0.0250770294 0.1150627956 -0.0134003598 -0.108589082 -0.034186130 #> 61 -0.0258239560 -0.0048834573 -0.0329889022 -0.131792428 -0.103168253 #> 62 0.2652887674 -0.0656878684 0.1474702375 -0.062545671 -0.053964114 #> 63 -0.0420041611 -0.1078388476 0.0482680210 0.006794768 -0.155555441 #> 64 0.0857657126 -0.0302723812 -0.0209639991 0.138215233 0.030780751 #> 65 -0.0059982920 -0.0757758979 0.0707967209 0.036391650 0.103861367 #> 66 -0.0438963935 0.0523952596 -0.0094459354 -0.098055923 -0.088431418 #> 67 -0.0221488484 0.0512446958 0.0165318799 -0.042594314 0.106859561 #> 68 -0.0588373207 -0.0009146837 0.0936008699 0.124716626 0.019872044 #> 69 -0.0164351047 0.0193735770 0.0226860234 0.010522226 -0.043442904 #> 70 -0.0863507759 0.0622530586 0.0092596393 -0.050733099 0.085070821 #> 71 -0.0569750530 -0.1055885057 -0.0539298059 -0.096390398 -0.107983332 #> 72 -0.0646002272 0.0470668290 -0.0015244410 -0.029648618 -0.016344356 #> 73 0.2526989268 -0.0235864609 0.0204197270 -0.061622382 -0.106498558 #> 74 0.0028981334 0.0080065065 -0.0292621413 -0.076126225 -0.014623381 #> 75 0.1003938340 0.0490196565 0.0309409856 0.081272126 -0.047721887 #> 76 -0.0088753656 -0.0569979643 -0.0982756339 0.138106155 -0.035435218 #> 77 0.0879078909 0.0955346047 0.0049999864 -0.142768561 -0.139756538 #> 78 0.0021063758 0.0979899278 -0.0347530459 0.005898842 -0.009890091 #> 79 0.0025577723 0.1930679454 -0.0686969544 -0.103915830 -0.094286319 #> 80 -0.0657134789 0.0583131336 -0.0262788153 0.043011098 0.140630340 #> 19 20 21 22 23 #> 1 -0.0686754793 -0.0091751606 0.090652879 -0.0017096701 -0.102114929 #> 2 -0.0336038205 -0.0879721990 0.088318668 -0.0496359549 0.045566262 #> 3 0.0462364608 -0.0304332864 0.050374759 0.0349627081 0.086519663 #> 4 0.0390439578 -0.0711355984 0.016262781 -0.1411982489 -0.008491383 #> 5 -0.0091699601 -0.0658940032 0.052815792 0.0835127880 -0.079203830 #> 6 -0.0804843772 0.0087194614 -0.062772294 0.0329400253 -0.085149050 #> 7 -0.0326699543 0.1653806541 0.050632666 -0.0417123775 -0.072148052 #> 8 -0.0414081700 -0.0254703353 -0.113038949 0.0051577870 -0.039272090 #> 9 0.1617886200 0.0666664416 -0.014372290 0.0068153779 -0.033739991 #> 10 -0.1166233262 -0.1284205310 0.147161399 -0.1151806425 0.012019378 #> 11 -0.0711277672 0.0099562735 -0.134091240 -0.0327962898 -0.144918596 #> 12 -0.0339527023 0.0490290102 -0.090438876 0.0778599303 -0.039644046 #> 13 0.0343611761 -0.1382826984 -0.124183129 0.0598216600 0.043228898 #> 14 -0.0377018249 0.2072626136 0.009052212 0.0868097648 -0.031791042 #> 15 0.0988457495 -0.0697589636 -0.046912480 0.0107426536 0.018848295 #> 16 -0.1339567141 -0.0515757040 0.114497489 0.0617162559 -0.063411257 #> 17 0.0116227006 0.0001022929 -0.093495657 -0.0016537873 0.036290764 #> 18 -0.0648294040 -0.0029332859 0.098120420 -0.0058430936 -0.016038693 #> 19 0.6029354989 0.0424507466 -0.157368380 -0.0827448301 -0.009258805 #> 20 0.0340907470 0.6112954985 -0.050051633 -0.0296765968 -0.102069793 #> 21 -0.1702122929 -0.0545355460 0.615779412 0.0061945852 0.040594419 #> 22 -0.0978856654 -0.0364574325 0.003897663 0.6180763342 -0.013312517 #> 23 -0.0034487153 -0.0878997033 0.059248421 0.0076384082 0.597125409 #> 24 -0.0728508863 0.1030590132 0.027177025 -0.0879126655 -0.101984205 #> 25 -0.0445928437 0.0653390743 -0.009387081 0.1409105305 -0.028556482 #> 26 -0.0489993959 0.1004264431 -0.066940642 -0.0494355766 -0.043860521 #> 27 -0.0014901399 -0.1761679374 -0.141383122 0.0569929346 0.063925734 #> 28 -0.0405189879 -0.1285134848 -0.087716751 0.0581471686 0.021966051 #> 29 0.0342580578 0.0059279014 -0.049162478 -0.0560391855 -0.009214140 #> 30 -0.1051169309 0.0082763239 0.054237058 -0.0545770269 -0.043558631 #> 31 -0.0375830147 -0.0843655693 0.043084583 0.1594621422 0.054743510 #> 32 -0.1383456024 -0.0790671564 0.059630468 -0.0089140536 0.014233919 #> 33 0.0309240308 -0.0155448564 0.050905358 -0.0299405425 0.041516629 #> 34 0.1379780460 0.0584312580 -0.156244419 -0.0807472929 -0.030312402 #> 35 -0.1248684394 -0.1146930351 -0.102999105 -0.1113957292 -0.080722563 #> 36 0.0880945309 -0.0636138867 -0.084443207 0.0388234098 0.132334307 #> 37 0.0417450221 0.0694580100 -0.035309120 -0.0203011274 -0.120308274 #> 38 -0.0246302364 0.0023143361 -0.012160105 0.0040631195 -0.054435986 #> 39 -0.1238537720 0.0754866280 0.109983076 0.0034348766 -0.026845885 #> 40 -0.0457415075 -0.0105150147 0.038977316 0.1719457929 -0.023551437 #> 41 -0.0175025433 -0.0163478054 0.031922617 -0.0100171947 0.006176026 #> 42 -0.0431198444 -0.1282511108 -0.060365996 -0.0395012294 0.063981906 #> 43 -0.0545864444 0.0377359766 0.125727928 0.1045346738 -0.017554261 #> 44 -0.1349930046 -0.0316187575 0.061260180 0.0563448106 0.016667202 #> 45 0.0648746893 0.2482511704 -0.103369978 -0.0494967330 -0.054229416 #> 46 -0.1337432308 -0.0632522178 0.007757426 0.0374231349 -0.043152805 #> 47 -0.0368088863 0.0236722109 0.140565790 -0.0575560258 -0.001816745 #> 48 -0.0409456420 -0.0864403391 -0.090879108 -0.0711484444 -0.102150420 #> 49 -0.0944167972 -0.1235857091 0.012618847 0.0427316501 0.029982186 #> 50 -0.0106318099 -0.0950702452 -0.025109468 -0.1183596474 0.064521226 #> 51 0.1707347687 -0.0616740614 -0.044903499 -0.1042911768 -0.047542196 #> 52 -0.0719367283 -0.1350573058 0.024095007 0.0566067359 0.108676668 #> 53 0.0856755032 -0.0553589014 -0.047833492 0.0185411873 0.034987992 #> 54 -0.0650142187 -0.0486845173 0.108713874 -0.0638204747 0.060599180 #> 55 -0.0207281057 -0.0739093924 0.182521821 -0.0774122255 0.120795164 #> 56 -0.0357984239 0.0453551155 0.155897726 -0.1327002290 0.026257704 #> 57 0.0643185577 0.0631371050 0.083610981 -0.0931005587 -0.035003472 #> 58 -0.0434226844 0.0687406263 0.035825589 -0.0918343090 -0.028905634 #> 59 -0.1158432903 0.1163139264 0.020915227 -0.0342705236 -0.132823949 #> 60 0.0935257626 -0.0027691584 -0.026313155 -0.0436087209 0.067784271 #> 61 0.1801739614 0.0450047643 -0.108757508 -0.1248743674 0.077372725 #> 62 0.1058909293 -0.1176206687 -0.026525626 0.0585702731 0.203985660 #> 63 -0.0207105065 -0.0708481614 -0.126013973 -0.0506962476 -0.045416949 #> 64 -0.0778462403 -0.1136868529 0.018265189 0.1436574790 0.008518684 #> 65 0.0239326590 -0.0656217067 0.005873315 -0.0886770722 0.080090432 #> 66 0.0838673315 0.0580230100 -0.055831624 0.0068054944 0.096520530 #> 67 -0.0004501491 0.0517932900 0.003647847 -0.0001048152 0.049638672 #> 68 0.0051256626 0.1496744301 0.055607980 -0.0218579806 -0.072294498 #> 69 0.1735162861 0.0692122974 -0.008713189 -0.0219891184 0.017520485 #> 70 -0.0001064060 0.0744055004 -0.104136181 -0.0102099956 -0.089334133 #> 71 -0.0906207620 -0.1116576478 0.029633857 0.0013012875 -0.069671499 #> 72 0.1365489856 0.0656129130 -0.129956861 -0.0495855589 -0.100954027 #> 73 0.0446075200 -0.0461778541 -0.079909583 0.0224366411 0.106272345 #> 74 0.0575280522 0.0169768631 0.014633740 -0.0414382762 -0.065767738 #> 75 0.0554219210 0.0181059254 -0.055282675 0.0964518686 -0.065620109 #> 76 -0.0849795153 -0.0746037848 -0.039940630 -0.0475577463 -0.117305217 #> 77 0.1740657963 0.0202906964 -0.102653942 0.0069648291 0.097412419 #> 78 0.0773932580 -0.0192782413 -0.042998862 0.0482149102 -0.029106840 #> 79 0.1432143651 0.2604917374 -0.119056357 -0.0728114422 -0.002240079 #> 80 -0.1037934437 -0.0084397110 0.131118275 0.0917215767 -0.021870129 #> 24 25 26 27 28 #> 1 -0.0204700641 -0.045513302 -0.048489500 -0.140924653 -0.0230071972 #> 2 -0.0619570072 -0.143475676 -0.106674060 -0.092167180 -0.1116293562 #> 3 0.0594194912 0.007288525 -0.029109393 -0.046498580 0.1183446209 #> 4 0.0281085375 -0.129360541 0.029335657 -0.062861575 -0.0552802237 #> 5 0.0643055397 -0.033911387 -0.075856032 -0.019405235 0.0221977610 #> 6 -0.0146438138 0.134104863 0.075967637 0.055837367 -0.0458415292 #> 7 0.0432527811 0.103626406 0.098051036 -0.109908046 -0.0436267310 #> 8 0.0579902527 -0.027220069 -0.070461715 0.008273186 0.0985371649 #> 9 -0.0483744310 -0.022017610 -0.048821311 -0.040638581 0.0392482607 #> 10 -0.0869650753 -0.155019435 -0.065236056 -0.100430113 -0.1427874115 #> 11 -0.0316437854 -0.068659034 0.075035637 0.059102670 -0.0122588559 #> 12 -0.0196759964 0.200091408 0.196097299 0.065201188 -0.0053142430 #> 13 -0.1579009157 -0.087335439 -0.119990792 0.321657306 0.0176639366 #> 14 0.1656413389 0.160260862 0.055067917 -0.082814185 -0.1017456009 #> 15 -0.1033875253 -0.039617495 -0.104468173 0.040705344 0.1386305369 #> 16 0.1161253736 -0.081675364 -0.118617117 -0.061881775 0.0119971486 #> 17 -0.0768345463 0.086228259 0.092264762 0.118813652 -0.0343754484 #> 18 0.0028624650 0.085245810 -0.004618714 -0.071697822 0.0002032395 #> 19 -0.0531234839 -0.040743757 -0.031705964 0.027204504 -0.0046132630 #> 20 0.1144264161 0.060828161 0.109359875 -0.155833293 -0.1009677595 #> 21 0.0340605149 -0.018381907 -0.062491124 -0.125532391 -0.0646549393 #> 22 -0.0833260984 0.129618782 -0.047282980 0.070546743 0.0789120582 #> 23 -0.0764467131 -0.018897306 -0.020757000 0.098430467 0.0636818658 #> 24 0.6226629013 -0.059903600 0.020673928 -0.108741922 0.0248047208 #> 25 -0.0440252844 0.606784586 0.063489111 -0.055965900 -0.0135273375 #> 26 0.0231078992 0.050044766 0.620228930 -0.004230995 0.0039182450 #> 27 -0.1177091633 -0.080811457 -0.015632208 0.631630143 0.1878380360 #> 28 0.0086263984 -0.045583976 -0.014694048 0.180626955 0.6388412237 #> 29 -0.0490560548 0.002564321 0.166246843 0.035303154 0.0422012110 #> 30 -0.0009978955 0.004377584 0.132012800 -0.035385217 -0.0606101108 #> 31 0.0447595143 0.017359240 -0.046137851 0.065803821 0.1176103210 #> 32 -0.0561138481 -0.051676950 -0.002050596 -0.127743189 -0.1195993150 #> 33 -0.1339487239 -0.018787851 -0.035162669 -0.057414305 -0.1063833157 #> 34 0.0562835349 -0.017447816 0.037776261 -0.011653549 -0.0396966912 #> 35 -0.0060310539 -0.168336523 -0.106013679 -0.002143936 0.0039475517 #> 36 -0.0226449005 0.048364984 0.091473577 0.062636897 0.0671600501 #> 37 0.2489385528 -0.019673152 -0.050832149 -0.015326950 -0.0103718459 #> 38 0.0613705571 0.037435634 0.091422418 0.088085431 0.0501609731 #> 39 0.0043573667 0.119114615 0.096025454 -0.053467871 -0.1028230877 #> 40 0.0327287158 0.067436675 -0.109817681 -0.077786901 0.0328091205 #> 41 -0.0575300706 -0.023543191 -0.023127333 -0.011569192 0.0350664164 #> 42 -0.0690411423 -0.071450435 -0.110369348 0.048263868 0.1491437004 #> 43 -0.0544025576 0.035564919 0.116654680 -0.038432589 -0.0631103026 #> 44 -0.0291573941 -0.008171394 0.062905191 -0.024863710 0.0200191305 #> 45 -0.0607336513 0.036285214 0.130928132 -0.034289703 -0.0585731155 #> 46 0.0262175934 0.091709296 -0.006538924 0.018967626 -0.0113979639 #> 47 0.0656380258 -0.023442178 -0.017681032 -0.072577419 -0.0013803862 #> 48 -0.0764031989 -0.124716141 -0.044948848 0.016003718 -0.0475238389 #> 49 -0.0558249351 -0.065901500 -0.075418247 0.167923368 -0.0363426608 #> 50 -0.1238920751 -0.096001855 -0.034886046 -0.013498274 -0.0986015817 #> 51 -0.1391140270 -0.096288931 -0.046760924 0.002098554 -0.0594769526 #> 52 -0.0384369497 -0.112501534 -0.162592434 0.046943526 0.0543707160 #> 53 -0.0823414820 -0.029048707 -0.090772957 0.073445222 0.1281228553 #> 54 0.0029147553 -0.079384807 0.088733666 0.014144540 -0.0785791149 #> 55 0.0474225278 -0.101693278 -0.101275985 -0.036567624 -0.0305163603 #> 56 -0.0276876047 -0.066075258 -0.016823602 -0.108679200 -0.0437995643 #> 57 0.0250626654 -0.015660482 -0.036936176 -0.145360732 -0.0900674805 #> 58 -0.0040002065 -0.011464866 0.043312138 -0.061252698 -0.1747732050 #> 59 0.0852983863 0.061315812 0.148879824 -0.067357583 -0.0284756713 #> 60 -0.0330790495 0.189626979 0.035664126 0.028379536 -0.0352132377 #> 61 0.0598900972 -0.035476670 0.038090361 0.053027337 0.0606431766 #> 62 -0.1055646118 -0.059013616 -0.061543113 0.238482097 0.0078057649 #> 63 0.0391533657 -0.104372282 -0.162597130 -0.014761473 0.1167773449 #> 64 -0.0332692921 -0.088808918 -0.093192175 0.054023325 0.0597579280 #> 65 -0.0228601435 -0.122510996 -0.037948985 0.009813007 0.0158663094 #> 66 0.0259839042 0.020691241 0.153417670 -0.053514217 0.0231620314 #> 67 0.0255063508 0.057498654 0.011798824 -0.053933349 0.0633200289 #> 68 0.0960919002 0.053324617 -0.094015809 -0.128141305 -0.0375616289 #> 69 0.0367185240 -0.048599348 -0.046822822 -0.061510297 -0.0238059488 #> 70 -0.0015310275 0.171312916 -0.015343336 -0.074616535 -0.0347259116 #> 71 -0.0969845905 -0.023555170 -0.025201919 -0.005669515 -0.0650340239 #> 72 0.0588182555 0.019210852 0.002867334 -0.010776232 0.1186886952 #> 73 -0.0953169212 -0.107028531 0.014599446 0.206142520 -0.0457533125 #> 74 -0.0060441416 -0.022413601 0.036185984 -0.047218424 -0.0727661702 #> 75 -0.0046444401 -0.055726316 -0.167072406 -0.009136001 -0.0028480637 #> 76 0.0820626203 -0.044644842 -0.053105107 0.033984304 -0.0001152758 #> 77 -0.0772690711 0.058836298 0.020045451 0.010588792 -0.0789599794 #> 78 0.0702149733 0.057975836 -0.083054775 -0.053479574 -0.0156723371 #> 79 0.0577659593 0.007317981 0.048740700 -0.076043487 -0.0969465640 #> 80 -0.0333830916 0.230098400 -0.060402425 -0.088386873 -0.0803172292 #> 29 31 33 34 35 #> 1 -0.071895825 0.007233560 -0.023254074 -0.093259747 0.0335514979 #> 2 0.018933278 0.030147965 0.111924969 -0.099205930 -0.0970807422 #> 3 0.008103834 0.138239988 -0.015894682 -0.065172180 -0.0301298191 #> 4 -0.074114562 -0.097198321 -0.031163687 -0.030274477 -0.0342909001 #> 5 -0.108689473 0.049117601 -0.133079517 -0.089965443 0.1098436039 #> 6 0.061637368 -0.074310014 -0.010003761 -0.064745091 0.0728348036 #> 7 -0.064498525 -0.058255135 -0.124293221 -0.088591828 -0.1045833794 #> 8 -0.154187128 -0.068529101 -0.153625315 0.012763870 0.0644595258 #> 9 0.110279995 -0.016082326 0.134445927 -0.043761159 -0.0769423654 #> 10 -0.083313599 -0.071245046 0.021126267 -0.170270049 -0.0276729383 #> 11 -0.087033813 -0.109518001 -0.155191725 -0.072483081 0.0014499704 #> 12 0.047697225 -0.001624901 -0.079455053 0.049020605 -0.0253953842 #> 13 -0.045128826 -0.028855996 0.067195616 -0.019768438 0.0638982623 #> 14 0.018398079 0.010609421 -0.032549395 0.107003266 -0.0468732699 #> 15 0.012179797 0.021447164 0.049151588 -0.047096216 -0.0162659081 #> 16 -0.032772756 -0.017694493 -0.049881048 -0.081449994 0.0838957344 #> 17 0.209789189 -0.045567236 0.048744335 0.108206822 -0.0600014342 #> 18 0.071931241 -0.047910351 -0.027053000 -0.005563011 -0.0327721787 #> 19 0.054280257 -0.044881576 0.038945267 0.140053027 -0.0564745070 #> 20 0.017590101 -0.100024130 -0.015883620 0.052146240 -0.0546591023 #> 21 -0.041984191 0.022942108 0.046082682 -0.167013351 -0.0474490854 #> 22 -0.051157821 0.137022745 -0.037060142 -0.093813147 -0.0581426322 #> 23 0.016618149 0.053255038 0.055347955 -0.022427332 -0.0065185411 #> 24 -0.048761258 0.017733550 -0.145654890 0.038631114 0.0426354761 #> 25 0.018737434 0.006211592 -0.014615702 -0.019221921 -0.1037916776 #> 26 0.168975611 -0.070729844 -0.044434865 0.022557811 -0.0549131785 #> 27 0.026630709 0.029810616 -0.078087713 -0.038273212 0.0375553520 #> 28 0.026317686 0.074406035 -0.134267804 -0.073527435 0.0364357593 #> 29 0.622957698 0.002449249 0.144567625 -0.016448055 -0.0793079812 #> 30 0.048538087 -0.059158016 -0.110023197 -0.059961001 -0.1056025463 #> 31 0.029770010 0.595636937 -0.016427325 -0.041952238 0.0225796219 #> 32 -0.106522127 -0.046040935 -0.019975119 -0.122482190 -0.0716360416 #> 33 0.156568589 -0.031747123 0.610956735 -0.008518960 -0.0129982785 #> 34 0.001499163 -0.051325781 -0.002572705 0.605010480 0.0443096544 #> 35 -0.127679714 -0.053112872 -0.073370975 -0.022009297 0.6713294313 #> 36 0.004517967 0.084785228 -0.002196674 0.202524950 0.0181353574 #> 37 -0.004498811 0.043561918 -0.119453186 -0.061553351 -0.0401723233 #> 38 0.187065472 0.024378722 0.014223616 0.004206489 -0.0081944597 #> 39 0.199369048 -0.016669413 0.048759950 -0.067314036 -0.0964086307 #> 40 -0.024292732 0.081020031 0.077696706 -0.097159116 -0.0009443756 #> 41 0.056040914 -0.014048558 0.020909156 -0.112729357 -0.1021768513 #> 42 -0.143672779 -0.048410828 -0.118630604 -0.075797398 0.0869082623 #> 43 0.019183906 0.001112900 0.074428301 -0.071000813 -0.0363924347 #> 44 0.134411367 0.110796713 0.144155782 -0.150984106 0.0066827367 #> 45 0.188763504 -0.112724412 0.029558331 0.077896131 -0.1272852135 #> 46 -0.132165560 -0.066984299 -0.135197357 -0.088928738 0.0645436339 #> 47 -0.028940472 -0.037016128 -0.048881710 -0.063273206 -0.0113695259 #> 48 -0.073281945 -0.073690858 -0.086211580 -0.100704514 -0.0840083173 #> 49 -0.051751392 0.025034495 -0.057337960 -0.108066564 0.1329729919 #> 50 -0.112972086 -0.114278941 -0.018693635 0.077054099 -0.0020827092 #> 51 -0.025273160 -0.105960868 0.135445802 0.022026488 -0.0018200806 #> 52 -0.058074918 0.113907287 0.058668185 -0.106067535 0.0334476804 #> 53 0.129869816 0.063960444 0.138861942 -0.012316534 0.0086005767 #> 54 0.047791088 -0.011378755 0.005195146 -0.029870411 0.0141187195 #> 55 -0.001610131 0.078911772 0.031412550 -0.002379469 0.0056880610 #> 56 -0.028875376 -0.077167913 0.095498210 -0.058932171 0.0731996336 #> 57 0.024290632 -0.061874579 0.175159857 0.129636755 0.0189333623 #> 58 0.078184041 -0.054656740 0.114059986 0.089100332 -0.0234902353 #> 59 -0.068543285 -0.055006113 -0.151199849 -0.089811160 -0.0495831489 #> 60 -0.011056368 -0.013638876 -0.025983796 0.078832797 0.0022226727 #> 61 -0.032265660 -0.090378639 -0.113602942 0.116831709 0.0040416769 #> 62 -0.058934129 0.078145526 0.068212400 0.042462173 0.0136358096 #> 63 -0.112180103 0.067340802 -0.125897298 -0.055131373 0.1143454956 #> 64 -0.064570329 0.114628039 -0.025039114 -0.042869551 0.0450567044 #> 65 -0.002172616 -0.016432424 0.003627695 0.073282456 -0.0018954624 #> 66 -0.019200764 0.011718050 0.013472965 0.106917043 -0.0382569146 #> 67 -0.052284726 -0.096787394 -0.100998740 0.015090583 -0.0800267674 #> 68 -0.093891299 -0.036908640 -0.076923816 0.010616505 -0.0184380594 #> 69 -0.075458152 0.019470280 -0.065148119 0.073305549 -0.0143051987 #> 70 -0.051997238 -0.003089817 -0.013388796 0.099449124 -0.0429996832 #> 71 -0.098341222 0.063709719 -0.031301323 -0.140459202 -0.0462800366 #> 72 0.085535601 -0.054473428 -0.067768216 0.208042353 -0.0151478185 #> 73 -0.024992046 0.011339694 0.069266814 0.060808508 0.0504909304 #> 74 -0.068691080 -0.059460965 0.018228041 0.040522143 -0.0635800228 #> 75 -0.120930568 0.042526316 -0.007444291 0.008776168 0.0200086472 #> 76 -0.138831311 -0.011481164 -0.166332512 -0.038678570 0.1620703943 #> 77 -0.057124249 0.003459745 0.121797800 0.159458115 -0.0153003532 #> 78 -0.020015375 0.050226586 0.068084957 0.163840097 0.0077357785 #> 79 0.007714200 -0.074830092 0.068944093 0.264690353 0.0393337703 #> 80 0.044458441 0.114863205 0.161292803 -0.029482198 -0.0832910751 #> 36 37 39 40 42 #> 1 -0.041059015 -0.0403563258 -0.038674485 0.0184877154 0.072879428 #> 2 -0.072370389 -0.1046375758 -0.033857635 -0.0228477950 -0.118629243 #> 3 0.031113365 0.0464304541 -0.081318202 0.1035518445 0.044865267 #> 4 -0.055868939 -0.0424841057 -0.121532138 -0.0366119685 -0.012678979 #> 5 -0.008866334 0.1348506051 -0.064107771 0.0761006643 0.102907181 #> 6 -0.086768376 -0.0009982891 0.140388842 -0.0121483913 -0.052802947 #> 7 -0.077101069 -0.0037732181 0.069942283 -0.0523780054 -0.022129218 #> 8 -0.004061427 0.0007841962 -0.165335983 -0.0061589231 0.198265098 #> 9 -0.074631255 -0.0052061213 0.040265429 0.0864129423 -0.024198898 #> 10 -0.034059663 -0.0974116991 -0.054633318 -0.1218604796 -0.030100075 #> 11 -0.066034100 0.0012217183 -0.029542728 -0.1331442308 0.054763056 #> 12 0.078527203 0.0052972489 0.065020272 -0.0231278116 -0.060238059 #> 13 -0.031275491 -0.0998763373 -0.112330917 -0.0660284733 0.072726508 #> 14 -0.020993419 0.0838617014 0.120174568 0.0642735555 -0.138455338 #> 15 -0.016187730 -0.0633985455 -0.122519002 0.0171851728 0.157591098 #> 16 -0.114902103 0.0390732513 0.023543460 0.1421023704 0.019746652 #> 17 0.024570511 -0.0371735900 0.115088137 -0.0819542545 -0.098597155 #> 18 -0.036507193 0.0070272091 0.097128957 -0.0260743778 0.044488452 #> 19 0.067057891 0.0565501980 -0.110464639 -0.0390212450 -0.013966094 #> 20 -0.093010526 0.0759031863 0.080515761 -0.0121547518 -0.107457361 #> 21 -0.118323760 -0.0333478577 0.110528296 0.0328536658 -0.044056159 #> 22 0.002645935 -0.0206367868 0.001683174 0.1635252200 -0.025488315 #> 23 0.117107757 -0.0996930084 -0.007646662 -0.0110210849 0.098945746 #> 24 -0.063408943 0.2440163262 -0.001980903 0.0197215759 -0.059614795 #> 25 0.023479257 -0.0087170627 0.128654661 0.0703078506 -0.046145772 #> 26 0.053143506 -0.0533204047 0.092121155 -0.1203908500 -0.098509030 #> 27 0.012905613 -0.0292164183 -0.068773382 -0.0997612826 0.048722974 #> 28 0.010217685 -0.0314723949 -0.125339679 0.0036236581 0.142391725 #> 29 -0.036540872 -0.0097158350 0.192735982 -0.0375946686 -0.134541228 #> 30 -0.033918695 -0.0079413363 0.214222161 -0.0987065267 -0.050689873 #> 31 0.071047150 0.0656656557 0.004018281 0.0950388544 -0.011958516 #> 32 -0.010249853 -0.1431205426 -0.026886315 -0.0135642874 -0.051695975 #> 33 -0.031254550 -0.1126692461 0.054127847 0.0763957325 -0.097498091 #> 34 0.179413329 -0.0488231559 -0.055999884 -0.0925138342 -0.048718630 #> 35 -0.071295215 -0.0937610798 -0.151413430 -0.0626180455 0.047668080 #> 36 0.581898859 -0.0693067895 -0.049757165 -0.0560345727 0.012496181 #> 37 -0.105148605 0.6177406747 0.001427361 0.0902930752 -0.056196160 #> 38 -0.073412731 0.1287938783 0.111707626 -0.0076145596 -0.059302163 #> 39 -0.084182938 0.0028434043 0.616324632 -0.0113399685 -0.113168729 #> 40 -0.083791475 0.0983779886 -0.004671098 0.6096557613 0.007782241 #> 41 -0.109052679 -0.0219000973 -0.010213221 0.0577790206 -0.065575767 #> 42 -0.037694208 -0.0705447339 -0.128933346 -0.0146512461 0.632089249 #> 43 -0.018231561 -0.0261654358 0.003506694 0.0032924961 -0.067798139 #> 44 -0.076688876 -0.0166066560 0.124458621 0.1390204578 -0.115294085 #> 45 -0.078131131 -0.0151123277 0.155800492 -0.0993945543 -0.102220709 #> 46 -0.009936199 0.0917583436 0.006802236 0.0324089128 0.056596269 #> 47 -0.037344012 -0.0016657565 0.080044803 -0.0755578410 -0.036698513 #> 48 -0.127333447 -0.0248482103 -0.063300156 -0.1085616042 0.010079132 #> 49 -0.063956395 0.0383245857 0.089279012 0.0116995049 0.095744190 #> 50 0.165375952 -0.1590761393 -0.056738476 -0.1332431409 0.081665119 #> 51 0.038479473 -0.0876707265 -0.124472438 -0.0876714376 0.015120589 #> 52 -0.083430811 -0.0302012080 -0.076187999 0.0855406933 0.058679538 #> 53 -0.044470488 -0.0175300468 0.023529517 0.1440138760 0.071546169 #> 54 -0.008152897 0.0432223996 0.022756896 -0.0776402451 -0.024732699 #> 55 -0.038453948 0.0620481063 0.012149772 0.0463929780 -0.005880976 #> 56 -0.068819272 -0.0736559012 -0.040935218 -0.0578288455 0.045208478 #> 57 0.031084785 -0.0610384466 0.012525832 -0.0436467885 -0.012050565 #> 58 -0.045567732 -0.0131344148 0.215022131 -0.0750262847 -0.104831977 #> 59 -0.055631706 0.0964131313 0.027029982 -0.0774329458 -0.047072471 #> 60 0.095319200 -0.0335395859 0.009308049 -0.0608713692 0.044905408 #> 61 0.045612792 0.0571622850 -0.114982570 -0.1078057471 0.035636630 #> 62 0.143817933 -0.0686958728 -0.080417681 -0.0323561876 0.103543676 #> 63 -0.076282513 0.0268153918 -0.155683260 0.0956384668 0.061162944 #> 64 0.025625071 -0.0645750045 -0.082250027 0.0003972398 -0.044619951 #> 65 0.012589134 -0.0629639430 -0.056755356 -0.0690771634 0.097486753 #> 66 0.302297440 -0.0707159156 -0.074490123 -0.0482951980 -0.023328062 #> 67 0.015011847 -0.0342385812 -0.077694224 -0.0542590315 0.002776986 #> 68 -0.043856923 0.0447560580 0.021535630 0.0204866849 0.014875038 #> 69 0.105997589 0.0688351393 -0.094928013 -0.0418708287 0.025365538 #> 70 -0.047688832 0.0220735885 -0.037767360 0.0609942599 0.040351385 #> 71 -0.014032508 0.0051161693 -0.047204784 0.0715466097 -0.042058041 #> 72 0.068849275 0.0643359662 -0.017807363 0.0105451489 -0.046796163 #> 73 0.038927236 -0.0742625224 -0.075370865 -0.1331485877 0.025565108 #> 74 0.045580151 0.0099016597 -0.087996772 -0.0559376352 -0.091220756 #> 75 -0.070845427 0.0429394533 -0.111429310 0.1076730481 0.057781744 #> 76 -0.021668692 0.1188354785 -0.039854177 -0.0268738450 0.068939701 #> 77 0.122119791 -0.1085936888 -0.102393816 -0.0117653669 -0.042217892 #> 78 0.178370000 0.0316841967 -0.071506491 0.1160095107 -0.103619009 #> 79 0.079880175 0.0054345551 -0.049706894 -0.0589873299 -0.115236562 #> 80 -0.045570980 -0.0443012631 0.222436723 0.1236050451 -0.103270193 #> 43 44 45 46 48 #> 1 -0.0412474041 -0.0013450867 -0.0751679632 -0.069317381 -0.0845133685 #> 2 -0.0458170523 0.0719927629 -0.0406023088 -0.166542120 0.0513839226 #> 3 -0.0344003620 0.0357733039 -0.0443751692 -0.016506000 -0.0331396815 #> 4 0.0102129368 -0.0515609500 -0.0520058263 -0.035126448 0.1561375115 #> 5 -0.0032667491 -0.0674699396 -0.1363443199 0.222794811 -0.0036056235 #> 6 -0.0435031142 0.0874560119 0.0223713472 0.160803784 0.0711771013 #> 7 -0.0057579285 -0.0506380718 0.0399294640 -0.018959576 -0.0299604226 #> 8 -0.0984261415 -0.1167594982 -0.0465832138 0.123985893 0.0375855812 #> 9 -0.1170121885 0.1006550930 0.1972266899 -0.155166755 0.0512100106 #> 10 0.0058633079 0.0062613751 -0.1483632016 -0.084323703 -0.0091279136 #> 11 -0.0498707896 -0.1300304561 0.0193266931 0.049055443 -0.0029676706 #> 12 0.1408607252 -0.0346022365 0.0304911643 0.112403665 -0.0639662339 #> 13 -0.0174708088 -0.0740149636 -0.0423888092 -0.063486056 0.0061762498 #> 14 0.0265732837 0.0005298605 0.0398221205 0.049311442 -0.1091748078 #> 15 -0.0323100311 -0.0556059542 0.0105963933 -0.152596475 -0.0033189417 #> 16 -0.0417461163 -0.0214562672 -0.0969009251 0.064612168 -0.0507133440 #> 17 0.0497086576 -0.0178096278 0.1751896845 -0.049382703 -0.0368066434 #> 18 -0.0179475203 0.0020382014 0.1043630908 0.035525221 0.0274650950 #> 19 -0.0484645844 -0.1096073461 0.0764066599 -0.120906962 0.0006847352 #> 20 0.0354978370 -0.0145930986 0.2514231414 -0.058775949 -0.0531699615 #> 21 0.1190058749 0.0738019255 -0.1046819201 0.007749781 -0.0620926435 #> 22 0.0955156985 0.0665896338 -0.0531055977 0.035118568 -0.0446589026 #> 23 -0.0056223109 0.0478629501 -0.0368873562 -0.024506447 -0.0547099534 #> 24 -0.0680081001 -0.0234991380 -0.0689290832 0.019326460 -0.0545002242 #> 25 0.0378376925 0.0133651778 0.0439680979 0.100696478 -0.0869348510 #> 26 0.1054831087 0.0709974180 0.1251666710 -0.010996087 -0.0206119027 #> 27 -0.0610053734 -0.0281726955 -0.0514523761 0.003109251 0.0289394511 #> 28 -0.0928941674 0.0094990641 -0.0829468698 -0.034467420 -0.0417991866 #> 29 0.0052835666 0.1397748261 0.1802732756 -0.139351491 -0.0516737672 #> 30 0.1246910957 -0.0464433196 -0.0023409320 0.020415713 0.0400018039 #> 31 0.0145333214 0.1434809328 -0.0938938800 -0.046849469 -0.0247619196 #> 32 0.2181902047 -0.0295598636 -0.1710325158 -0.036532157 -0.0512626191 #> 33 0.0725289251 0.1615202044 0.0330690651 -0.130382324 -0.0526024390 #> 34 -0.0669539341 -0.1276734291 0.0873531204 -0.078167450 -0.0611491181 #> 35 -0.0986645071 -0.0363255372 -0.1841471753 0.008985970 -0.1107718726 #> 36 0.0089269389 -0.0302665778 -0.0455625201 0.023936710 -0.0646664298 #> 37 -0.0348487517 -0.0060261734 -0.0183855329 0.089789436 0.0019769911 #> 38 0.0829555040 0.0515821413 0.0651469600 0.008563584 -0.0040006367 #> 39 -0.0037605788 0.1364551461 0.1539433295 0.006249371 -0.0350589117 #> 40 0.0026940936 0.1576858538 -0.0945828461 0.038524919 -0.0736514895 #> 41 0.0693938202 0.1313421707 0.0463772896 -0.056360866 0.0892825068 #> 42 -0.0908300292 -0.1190621763 -0.1198424880 0.040278787 0.0225557595 #> 43 0.6090573589 -0.0012352880 -0.0567037338 0.002522536 -0.0481003988 #> 44 -0.0204990865 0.6283211574 0.0142830288 -0.049416227 -0.0056587948 #> 45 -0.0621138444 0.0281367167 0.6144674695 -0.107619432 0.0732899910 #> 46 -0.0041918731 -0.0368668374 -0.1089237297 0.615771768 -0.0027962427 #> 47 -0.0487092713 0.0380306720 0.0815176879 -0.001478770 0.0464139024 #> 48 -0.0836089160 -0.0219035135 0.0431915845 -0.031590351 0.6445658761 #> 49 -0.0849546924 0.0040757474 -0.0829681843 0.198415544 -0.0010574010 #> 50 -0.0961980469 -0.1193460030 -0.0264331312 -0.022948968 -0.0098435911 #> 51 0.0525743610 -0.0911509172 -0.0160189861 -0.085365400 0.0836142937 #> 52 -0.1321382295 0.0873480019 -0.0919409876 -0.082410531 0.0527233417 #> 53 -0.1206041514 0.1524707477 0.0776709569 -0.123769547 0.0546968483 #> 54 0.1309512103 0.0375011963 -0.0263415696 0.050400456 0.0737851009 #> 55 -0.0908126590 0.0650623479 -0.0179017537 0.031666079 0.0313055878 #> 56 0.0668728768 -0.0347433736 -0.0545137457 -0.042445880 -0.0617334771 #> 57 0.0886685673 -0.0826683509 -0.0395988893 -0.091691641 -0.1033758348 #> 58 0.0035049190 0.0128096636 0.0892718238 -0.023905334 0.0272748845 #> 59 0.1142006398 -0.0012600817 -0.0023278879 0.142892046 -0.0263945085 #> 60 0.0619301558 -0.1189957789 -0.0574921401 0.080557494 -0.0988485204 #> 61 -0.0674126524 -0.1317504686 -0.0083243883 -0.030700077 -0.0515551802 #> 62 0.0054941026 -0.0377579708 -0.0694085020 -0.066088714 0.0205663804 #> 63 -0.1681300456 -0.0708129310 -0.1100332238 -0.043678311 -0.0294290083 #> 64 -0.0806790767 0.0823318568 -0.0680102952 -0.021874593 0.0870122089 #> 65 -0.1409931129 -0.0390479890 0.0705083635 -0.086485348 0.1406781224 #> 66 -0.0067426126 -0.0281728721 0.0002782708 -0.025717935 -0.0834509655 #> 67 0.0663694698 -0.1241142056 -0.0011438670 0.004540016 -0.0567656550 #> 68 -0.0333258771 -0.1211624731 0.0352543204 -0.036138756 -0.0517655183 #> 69 -0.0160356768 -0.1110557283 -0.0255113076 -0.034764751 -0.0157065304 #> 70 -0.0709595985 -0.0215921676 0.0519132254 -0.002280558 0.0651981136 #> 71 0.1203976269 0.0280813617 -0.1285587402 0.095576419 0.0374284964 #> 72 -0.0968853742 -0.0656461304 0.1410276504 -0.012880774 -0.0865801262 #> 73 -0.0379956404 -0.0539153444 0.0098500356 -0.077539617 0.0606862121 #> 74 0.0951250491 -0.0436449556 0.0018035891 0.020055289 0.1022114191 #> 75 -0.0954772489 -0.0643698042 -0.0352857728 -0.003155360 0.0909200693 #> 76 -0.0508186810 -0.1069589477 -0.1166552967 0.333957510 -0.0124836544 #> 77 0.0403303969 -0.0522194862 -0.0375104438 -0.085770374 0.0041089236 #> 78 -0.0004312549 -0.0234348309 -0.0673851146 0.015702492 -0.0852497849 #> 79 0.0443432954 -0.0678450979 0.0739364102 -0.049394258 -0.0639151464 #> 80 0.0039695432 0.1913604321 0.0520958468 -0.025479753 -0.0109746732 #> 50 51 52 53 54 #> 1 0.024720609 1.697087e-02 -0.0548464780 0.0872616103 -0.123681445 #> 2 -0.009928974 3.992425e-02 0.1485897363 0.0099032628 0.070686212 #> 3 -0.042363364 -3.555267e-02 0.1185261485 0.0050364447 0.007120745 #> 4 0.066592129 1.736393e-01 -0.0604706872 -0.0799555022 0.075943760 #> 5 -0.016003351 -3.286265e-02 0.0300668771 -0.0814915550 0.029075294 #> 6 -0.110512710 -9.955413e-02 -0.0497556554 -0.0475806329 0.020175346 #> 7 0.027917475 -5.760633e-02 -0.1554965319 -0.0861141602 -0.073314001 #> 8 -0.010602806 -6.235382e-02 0.0219980800 -0.0824470743 -0.006852086 #> 9 -0.026604659 6.074575e-02 0.1216456711 0.3273214409 -0.122263640 #> 10 0.059059864 2.869477e-02 -0.0033606340 -0.0828535874 0.189193972 #> 11 0.009233514 -6.983557e-02 -0.1379060824 -0.1205021520 -0.090090958 #> 12 -0.003910920 -3.257003e-02 -0.1731225071 -0.0983176168 -0.031791409 #> 13 0.020849298 8.127855e-02 0.1191776667 0.0447940603 -0.072391374 #> 14 -0.104052550 -1.385644e-01 -0.0668549355 -0.1102814309 0.014693815 #> 15 0.036745836 1.600030e-01 0.0633316426 0.2174538072 -0.116626542 #> 16 -0.103687411 -1.024107e-01 0.1291742528 -0.0205094430 -0.032410478 #> 17 -0.032703354 -8.921729e-03 -0.0423790796 -0.0246881830 -0.028811968 #> 18 0.003484239 2.655744e-02 -0.0470229103 0.0697671578 -0.007159441 #> 19 0.003696748 1.688217e-01 -0.0514589213 0.0815917365 -0.072343788 #> 20 -0.089101687 -7.194712e-02 -0.1229394984 -0.0678026678 -0.064374086 #> 21 -0.023624823 -5.966047e-02 0.0317289008 -0.0647611717 0.088540391 #> 22 -0.119171925 -1.213451e-01 0.0619437077 -0.0006834147 -0.086290879 #> 23 0.084659874 -4.364516e-02 0.1349645652 0.0367143153 0.059079700 #> 24 -0.129290920 -1.607545e-01 -0.0376865451 -0.1061526512 -0.024142216 #> 25 -0.085522384 -1.020511e-01 -0.0958728134 -0.0369815606 -0.090563463 #> 26 -0.037850919 -6.596741e-02 -0.1594080585 -0.1121501556 0.064110665 #> 27 -0.027864360 -2.850914e-02 0.0387266885 0.0406668115 -0.021879673 #> 28 -0.120178749 -9.729573e-02 0.0389427982 0.0881333637 -0.121814409 #> 29 -0.118665727 -4.720841e-02 -0.0576193105 0.1057638495 0.020439319 #> 30 -0.021483647 -6.686812e-02 -0.1371548997 -0.1184442804 0.082218684 #> 31 -0.092651821 -1.005754e-01 0.1416836553 0.0671752387 -0.011409763 #> 32 -0.028888036 -4.540529e-02 -0.0818243753 -0.1555007743 0.032334468 #> 33 -0.012386313 1.255115e-01 0.0711247562 0.1267569392 -0.010155659 #> 34 0.089307676 1.803845e-02 -0.0876647088 -0.0184752814 -0.039274961 #> 35 -0.056148084 -7.212707e-02 -0.0144684450 -0.0638771224 -0.061604782 #> 36 0.200741149 5.760306e-02 -0.0419163637 -0.0275176148 0.005554173 #> 37 -0.159552757 -1.043890e-01 -0.0245285768 -0.0364189894 0.021087655 #> 38 -0.124396206 -7.867528e-02 -0.1037744008 0.0552923497 -0.039673535 #> 39 -0.055799051 -1.397746e-01 -0.0690993252 0.0060566176 0.002038193 #> 40 -0.125634846 -9.630475e-02 0.0992982379 0.1332098468 -0.091690077 #> 41 -0.099084210 4.259999e-02 -0.0789584210 0.0565356185 0.048237951 #> 42 0.066839927 -1.594621e-02 0.0500035955 0.0383086524 -0.061216018 #> 43 -0.087991349 4.453945e-02 -0.1177822825 -0.1308097782 0.117499781 #> 44 -0.130403104 -1.184496e-01 0.0824401504 0.1230013225 0.004785969 #> 45 -0.023636544 -2.946401e-02 -0.0829951512 0.0620552196 -0.045203109 #> 46 -0.021456679 -1.001147e-01 -0.0747689921 -0.1406895822 0.030234618 #> 47 0.047697752 -4.019832e-02 0.0395000636 -0.0030570866 0.009279807 #> 48 -0.037145410 4.007086e-02 0.0315707716 0.0089827044 0.024825154 #> 49 0.025009052 -7.928830e-02 0.0669196214 0.0261967905 -0.012342557 #> 50 0.617264057 1.734795e-01 -0.0736586292 -0.0299695903 -0.008697275 #> 51 0.189721109 6.010224e-01 -0.0838292713 0.0146825691 0.020323659 #> 52 -0.079807878 -1.062201e-01 0.6234133059 0.1060428953 -0.026310658 #> 53 -0.011557266 1.685328e-02 0.1306044691 0.5988517321 -0.106054639 #> 54 0.012960852 2.574017e-02 0.0014967180 -0.1028088363 0.595605930 #> 55 0.061836073 -2.578186e-02 0.1607462203 0.0583194194 0.190619048 #> 56 0.066875316 1.648098e-01 -0.0864079739 -0.0119869691 -0.026441115 #> 57 0.050790319 1.403168e-01 -0.0714888939 -0.0307950636 -0.045913463 #> 58 0.084575528 7.246961e-05 -0.0360290859 -0.0667380381 0.259369607 #> 59 -0.062859080 -6.209236e-02 -0.2101778494 -0.1230170220 0.041176966 #> 60 0.091458570 2.827174e-02 -0.1332652092 -0.0859763322 -0.009047083 #> 61 0.052954452 2.062140e-03 -0.0739399285 -0.0697292537 0.032410553 #> 62 0.187753040 1.446911e-01 0.1382116746 0.0840611829 0.052262459 #> 63 -0.085598985 -1.146716e-01 0.0881938924 0.0199731690 -0.122590568 #> 64 -0.016416778 -9.283550e-03 0.2432692919 0.0166418721 -0.032844024 #> 65 0.187176248 1.151428e-01 0.1302391238 0.1016975918 0.084778972 #> 66 0.083331319 -6.743403e-03 -0.0335584816 -0.0763022047 0.014919377 #> 67 -0.018279052 1.930601e-02 -0.0966115296 -0.0827631469 -0.094015444 #> 68 0.009088351 -3.134979e-02 -0.0032757258 -0.0246065195 -0.101882837 #> 69 0.103069587 1.187965e-01 0.0114184399 -0.0497888587 0.073434873 #> 70 -0.046468741 3.039743e-03 -0.0217896736 0.0335327744 -0.057245466 #> 71 0.016780170 5.966917e-02 -0.1044006714 -0.0654498356 0.006480936 #> 72 -0.025376535 -5.455342e-02 -0.1166008445 0.0754173131 -0.077177189 #> 73 0.073241782 4.592593e-02 0.1409858877 -0.0351427195 0.056516154 #> 74 0.049539548 1.891547e-01 -0.0447194367 -0.0948237666 0.085484029 #> 75 -0.052665403 1.074519e-02 0.1794871893 0.1036771926 -0.068381896 #> 76 0.002898157 -7.933940e-02 -0.0311585246 -0.1269215123 -0.021366930 #> 77 0.070372940 9.563484e-02 -0.0007612141 -0.0358798838 -0.023631021 #> 78 -0.017119077 3.333616e-03 0.0016219819 0.0017057504 -0.088738649 #> 79 -0.003276370 4.837590e-02 -0.0754469076 -0.0996197470 0.006365015 #> 80 -0.070517741 -7.521056e-02 0.0372106590 0.0978001469 -0.067192675 #> 55 56 57 58 59 #> 1 -0.062005076 0.150706362 0.1181356395 -0.125255484 0.0113678097 #> 2 0.112207917 -0.048918178 -0.0054336864 0.078606350 -0.1359576122 #> 3 0.104301318 -0.004811753 -0.0374294240 -0.099129764 -0.0477531441 #> 4 0.046835579 0.105692013 -0.0150888530 -0.012254417 -0.0074757770 #> 5 0.049119844 -0.044420472 -0.0373998327 -0.073157443 0.0216212432 #> 6 -0.076695211 -0.106361011 -0.1037178811 0.079342724 0.0279780509 #> 7 -0.095335425 0.046310657 -0.0248181490 0.010110280 0.2197780948 #> 8 -0.028193734 -0.099391053 -0.1249267830 -0.099899625 0.0295187517 #> 9 0.019489927 0.006712962 0.0155576613 -0.058636072 -0.1187727667 #> 10 0.026148893 0.024717262 -0.0401293231 0.069670029 -0.0173147793 #> 11 -0.186398158 -0.098089346 -0.1216150097 -0.069876189 0.0838640142 #> 12 -0.152005823 -0.001328091 -0.0352612285 0.005832181 0.1618173399 #> 13 -0.093370972 -0.085629382 -0.0806002555 -0.055407721 -0.1373753870 #> 14 0.021456448 -0.100636112 0.0034379370 0.150263690 0.0646178446 #> 15 -0.079677793 0.086019309 0.0116367416 -0.129377898 -0.0979917666 #> 16 0.070252791 -0.031696145 0.0140034308 -0.061343469 -0.0976504516 #> 17 -0.097072618 -0.049519198 0.0313793597 0.040604009 -0.0802286628 #> 18 0.040613363 0.123174190 0.1385282632 -0.037996361 0.0216975236 #> 19 -0.032588106 -0.023633201 0.0655623442 -0.046577511 -0.0895377189 #> 20 -0.094129393 0.049160339 0.0560208918 0.057225800 0.1342594983 #> 21 0.157817907 0.155219036 0.0720108545 0.019826849 0.0343768855 #> 22 -0.104413061 -0.135675842 -0.1069976076 -0.110129971 -0.0231057876 #> 23 0.114745253 0.044233017 -0.0279495954 -0.026250371 -0.1007082875 #> 24 0.015835125 -0.035249784 0.0065790495 -0.026882436 0.0918765553 #> 25 -0.117402366 -0.057759122 -0.0182657823 -0.018468780 0.0837722963 #> 26 -0.130429417 -0.021951811 -0.0529858213 0.022863880 0.1578919640 #> 27 -0.077122269 -0.125208621 -0.1728115896 -0.093102169 -0.0697466556 #> 28 -0.078282086 -0.067540066 -0.1247294189 -0.213833757 -0.0380758248 #> 29 -0.033492331 -0.036732353 0.0055122190 0.055007015 -0.0622599126 #> 30 -0.065898969 -0.056899447 -0.0165252783 0.075074390 0.1198059923 #> 31 0.074350333 -0.057704129 -0.0533322312 -0.050513005 -0.0214019802 #> 32 -0.116419899 0.001001106 0.0506058710 0.003186257 -0.0095137686 #> 33 0.011531313 0.099642197 0.1683824071 0.102883923 -0.1329155142 #> 34 -0.016314451 -0.048841929 0.1288055603 0.083870524 -0.0655805697 #> 35 -0.074565872 0.016970924 -0.0482167836 -0.095038994 -0.0916715099 #> 36 -0.029277309 -0.035617409 0.0533652110 -0.027685919 -0.0082894944 #> 37 0.035382930 -0.076295854 -0.0745998360 -0.031094417 0.1079135268 #> 38 -0.076101387 -0.002598430 0.0039874040 -0.034125621 0.0889960466 #> 39 -0.013099362 -0.042159129 0.0003804853 0.198478172 0.0399464199 #> 40 0.027812715 -0.052383885 -0.0491232645 -0.084901374 -0.0578476369 #> 41 0.020627533 -0.005217212 -0.0717032757 -0.035507754 0.0982888518 #> 42 -0.046894727 0.028219951 -0.0399605287 -0.137140553 -0.0499206494 #> 43 -0.108794520 0.072916240 0.0837904937 -0.005771768 0.1343843512 #> 44 0.027816689 -0.047963809 -0.1068102229 -0.015730822 -0.0003401688 #> 45 -0.041293725 -0.053880494 -0.0498870735 0.074585027 0.0124457129 #> 46 0.006969810 -0.043116926 -0.1032841236 -0.039896429 0.1563613489 #> 47 0.057066200 0.021158710 -0.0081766104 -0.013701200 0.0221287231 #> 48 -0.022184790 -0.091198632 -0.1437624256 -0.017510319 -0.0417193143 #> 49 0.046307028 -0.042397314 -0.1005613800 -0.001338277 -0.0468598032 #> 50 0.035647514 0.064711981 0.0377055474 0.067092143 -0.0508820667 #> 51 -0.035728811 0.178888040 0.1434736044 -0.001169303 -0.0338737326 #> 52 0.128408413 -0.094720558 -0.0907229145 -0.059661720 -0.2043500850 #> 53 0.050543185 0.004262020 -0.0254675104 -0.065809098 -0.0926276839 #> 54 0.186088616 -0.006946323 -0.0373401068 0.263544350 0.0748121068 #> 55 0.591075498 0.020592776 -0.0105917035 0.129449892 -0.0583726082 #> 56 -0.003432447 0.615100722 0.2409407219 -0.048872695 0.0302142999 #> 57 -0.023695491 0.251862158 0.6041792853 0.050472496 -0.0596007149 #> 58 0.120744718 -0.033552645 0.0548711091 0.599780672 0.0073594441 #> 59 -0.096538180 0.016073951 -0.0846624998 -0.022100954 0.6292410703 #> 60 -0.042206225 0.033340858 0.0889467713 0.087085497 0.0637466562 #> 61 -0.033937010 -0.024825370 -0.0192883280 -0.013792294 0.0066011505 #> 62 0.022049615 0.034795406 0.0036175462 0.006521991 -0.1057108764 #> 63 0.005282317 -0.070462721 -0.1527662911 -0.125356170 -0.1121969423 #> 64 0.069507740 -0.069158763 -0.0636725143 -0.095596755 -0.1263025178 #> 65 0.211824391 0.027183862 -0.0021590017 0.041258559 -0.1093021827 #> 66 -0.019848974 0.002683985 0.0090234636 -0.025944184 -0.0078914332 #> 67 -0.089541348 0.076374133 0.0843186512 -0.127903157 0.0168681899 #> 68 -0.024770069 0.035941299 0.0464121001 -0.032319967 -0.0132335567 #> 69 0.080828061 0.012972222 0.0662522578 0.027652218 0.0027069973 #> 70 -0.046621517 -0.022216529 0.0234819719 0.022689652 0.0046236895 #> 71 -0.058827031 -0.016370892 -0.1080193340 -0.051339660 0.1282489858 #> 72 0.019529033 -0.107412370 -0.0408916809 -0.040133582 0.0508783976 #> 73 -0.010176567 -0.029080688 -0.0564584190 0.061772907 -0.1216067876 #> 74 0.023914994 0.026879713 0.0350892620 0.039051098 0.0270235408 #> 75 0.069127310 -0.070016613 -0.0310110411 -0.031093179 -0.0744117840 #> 76 -0.004566217 -0.055443632 -0.0829941183 -0.050606259 0.0463807735 #> 77 -0.056420387 -0.021448833 0.0253140706 0.067091151 -0.0897445485 #> 78 0.025495058 -0.024223173 0.1135619962 -0.052843314 -0.0636898767 #> 79 -0.064242369 0.036824037 0.1399037812 0.146065821 -0.0126423154 #> 80 0.033256117 0.006363813 0.0573747735 0.055118632 -0.0269594916 #> 60 61 62 63 64 #> 1 -9.977950e-02 -0.138401761 -0.055531591 -0.0675719337 3.882228e-02 #> 2 -1.427503e-01 -0.082423599 0.032243091 -0.0809054747 1.272404e-01 #> 3 -2.877333e-02 0.036579675 -0.003536740 0.1166233536 9.570773e-02 #> 4 -3.547456e-02 0.021979826 0.023556122 0.0266095296 -1.280174e-02 #> 5 -2.610214e-02 -0.039153782 -0.035076146 0.0613351676 1.482872e-01 #> 6 5.334389e-02 -0.071635703 -0.111174981 -0.0502703895 -3.364214e-02 #> 7 6.725397e-02 0.077206300 -0.116122722 -0.0040241566 -1.510864e-01 #> 8 -5.524177e-02 0.081472831 -0.072872054 0.1944955515 -2.242073e-02 #> 9 -1.187700e-01 -0.049267657 0.021623939 0.0305747104 5.995687e-02 #> 10 -9.537258e-02 -0.083092616 0.021678118 -0.1463354643 -5.466423e-02 #> 11 -2.519731e-02 0.020991536 -0.101621739 0.0011423922 -1.463941e-01 #> 12 2.134148e-01 0.035515324 -0.003849906 -0.0370010664 -9.373442e-02 #> 13 -6.640057e-03 -0.039473198 0.218179075 -0.0174803994 6.986674e-02 #> 14 1.096516e-01 0.007773240 -0.086491621 -0.0570091462 -1.986542e-02 #> 15 -2.997064e-02 -0.031491340 0.115507349 0.0879385872 -2.171617e-02 #> 16 -1.401618e-01 -0.145297303 -0.109510997 0.0314628963 1.224606e-01 #> 17 -9.279179e-04 0.020826534 0.019043592 -0.1216997398 1.352959e-02 #> 18 -3.607052e-02 -0.086984804 -0.071241116 -0.1011989887 4.471446e-02 #> 19 8.396842e-02 0.188684465 0.080940982 0.0259730006 -7.158547e-02 #> 20 -2.068650e-02 0.045155268 -0.150930616 -0.0325246539 -1.157861e-01 #> 21 -4.871441e-02 -0.113090918 -0.064319486 -0.0921743790 1.168204e-02 #> 22 -6.830690e-02 -0.131504699 0.018479490 -0.0191535758 1.347774e-01 #> 23 6.403702e-02 0.091693318 0.184845803 0.0070766477 2.058954e-02 #> 24 -6.236379e-02 0.048673198 -0.150241962 0.0661094703 -4.673593e-02 #> 25 1.762206e-01 -0.030815253 -0.087812650 -0.0615378613 -8.639724e-02 #> 26 8.813353e-03 0.029307433 -0.103786491 -0.1332070545 -1.042248e-01 #> 27 -9.872449e-03 0.032843196 0.184837505 0.0032273902 3.158945e-02 #> 28 -8.067630e-02 0.033247955 -0.053049907 0.1275551272 3.011297e-02 #> 29 -4.063591e-02 -0.043777356 -0.103906275 -0.0855187959 -7.833176e-02 #> 30 4.324931e-02 -0.005153979 -0.102377544 -0.1585003963 -1.059108e-01 #> 31 -1.589766e-02 -0.074569574 0.060494140 0.1213228704 1.281874e-01 #> 32 -3.182944e-03 -0.106107836 -0.025435811 -0.1270973349 -1.008286e-01 #> 33 -4.356237e-02 -0.113113674 0.035241217 -0.0872350271 -2.679958e-02 #> 34 6.720048e-02 0.123267231 0.015437245 -0.0105228469 -3.868376e-02 #> 35 -7.572860e-02 -0.055841752 -0.079708070 0.0926350703 -1.707646e-02 #> 36 1.067985e-01 0.075159935 0.139904625 -0.0085623659 5.292248e-02 #> 37 -5.790210e-02 0.050867613 -0.108450996 0.0586937230 -7.311941e-02 #> 38 4.260743e-02 0.006868356 -0.085906961 -0.0797154671 -1.168433e-01 #> 39 -1.363843e-02 -0.119861200 -0.118756761 -0.1223888855 -8.937839e-02 #> 40 -7.714897e-02 -0.106015506 -0.064026397 0.1356017115 -6.225482e-05 #> 41 -5.779790e-02 -0.031985759 -0.041788469 -0.0274633130 -3.427947e-02 #> 42 6.194318e-03 0.014993383 0.049439978 0.0786927017 -6.751293e-02 #> 43 4.625096e-02 -0.065024009 -0.025577705 -0.1275683985 -8.054017e-02 #> 44 -1.539388e-01 -0.148625624 -0.088093577 -0.0495150824 6.320697e-02 #> 45 -7.858145e-02 -0.011345855 -0.105890420 -0.0748816873 -7.328150e-02 #> 46 5.816389e-02 -0.035025842 -0.103874930 -0.0098310728 -2.845009e-02 #> 47 -8.343476e-02 -0.003544203 -0.041091228 -0.0391575755 1.098886e-01 #> 48 -1.500362e-01 -0.084675054 -0.046013944 -0.0243758784 5.164260e-02 #> 49 -2.626825e-02 -0.091286413 0.045370191 0.0174338410 5.456920e-02 #> 50 6.757267e-02 0.047136397 0.148474535 -0.0532440361 -2.448457e-02 #> 51 2.062746e-02 0.012485697 0.121654223 -0.0660750266 -1.109728e-03 #> 52 -1.633004e-01 -0.085907232 0.092783920 0.1143995925 2.290523e-01 #> 53 -9.144991e-02 -0.057134983 0.063195002 0.0707404428 2.698641e-02 #> 54 -1.127485e-02 0.048250626 0.034642081 -0.0685774916 -1.925369e-02 #> 55 -3.990357e-02 -0.013566505 0.008959668 0.0638258248 8.762851e-02 #> 56 1.161830e-02 -0.028480089 -0.002319764 -0.0359444370 -7.506322e-02 #> 57 7.814564e-02 -0.012021611 -0.022576188 -0.1073265705 -5.865553e-02 #> 58 8.068298e-02 -0.002126963 -0.015273129 -0.0755178361 -8.618116e-02 #> 59 2.788374e-02 -0.011193917 -0.156966395 -0.0918190066 -1.463473e-01 #> 60 5.933782e-01 0.158089270 0.047801449 -0.0163465233 -1.504008e-01 #> 61 1.400214e-01 0.611446002 0.037154566 0.0357652376 -1.172596e-01 #> 62 6.319406e-02 0.070615017 0.577985552 0.0084892029 1.243583e-01 #> 63 -7.258737e-02 -0.002407766 -0.063144251 0.6496190060 -3.973570e-02 #> 64 -1.662189e-01 -0.115009873 0.093147545 0.0006870362 6.091963e-01 #> 65 -9.638971e-02 0.056395775 0.090772027 0.0375310772 1.160164e-01 #> 66 6.494149e-02 0.092387548 0.076206071 0.0071500529 -1.828072e-02 #> 67 1.031956e-01 0.092839973 -0.014560637 -0.0572886771 -2.308629e-02 #> 68 -2.401694e-02 -0.003404207 -0.076773565 0.1152808824 -4.822393e-02 #> 69 -9.344610e-03 0.154690955 0.063876922 0.0502747052 7.326344e-02 #> 70 3.681221e-02 -0.001875270 -0.060876257 0.0143092577 -6.933250e-02 #> 71 -7.908487e-03 -0.081139460 -0.025939841 -0.0056567688 -6.275536e-02 #> 72 2.068025e-02 0.075201918 -0.130967887 0.0590220269 -1.031720e-01 #> 73 -5.217718e-03 0.042380267 0.248824085 -0.0270129631 7.982263e-02 #> 74 2.242925e-02 0.038107279 0.045160429 -0.0784070766 4.817516e-02 #> 75 -5.205680e-02 -0.042088972 0.042111495 0.1657621215 1.146830e-01 #> 76 -9.230082e-05 -0.017368463 -0.086149793 0.0775695585 -2.590960e-03 #> 77 1.807333e-01 0.088478295 0.180457593 -0.0015219955 -1.953842e-02 #> 78 2.760276e-02 -0.031682396 -0.011835682 0.0364391594 6.362996e-02 #> 79 1.042596e-01 0.183547228 -0.003974714 -0.0054892396 -6.350974e-02 #> 80 -4.157886e-02 -0.171164885 -0.050601711 -0.0467128672 5.856793e-02 #> 65 66 67 68 69 #> 1 -0.003809054 -0.0405003506 -0.0106169197 0.0664563065 0.0450097489 #> 2 0.109196523 -0.0373424032 -0.0640422712 -0.0869338794 0.0224436794 #> 3 0.064392818 0.1912240103 0.0951478772 0.0206279753 0.1074403910 #> 4 0.094436466 -0.0112663149 0.0416280238 -0.0657069833 0.0057431263 #> 5 -0.045614705 -0.0487240232 -0.0429564975 0.0772191007 0.1554917727 #> 6 -0.086084929 -0.0860997874 -0.1106959582 -0.1100037093 -0.1613912141 #> 7 -0.057814695 -0.0398449856 0.0027189835 0.1123732806 0.0611862221 #> 8 0.077344052 0.0363232555 0.0001529424 0.0253224363 0.0594582029 #> 9 0.148504918 0.0035210049 -0.0251158559 0.1161596359 0.0235007209 #> 10 -0.008484164 0.0078782261 -0.1254137596 -0.0876209081 0.0135983707 #> 11 -0.057251082 -0.0574374360 -0.0904706779 -0.0024313215 -0.0563756309 #> 12 -0.147826209 0.0385772663 0.1440024232 -0.0536880036 -0.0976407715 #> 13 -0.040194023 -0.0734919333 -0.0380255976 -0.0748777316 -0.0580286789 #> 14 -0.083665689 0.0491056596 0.0616738864 0.0093508450 0.0040859426 #> 15 0.051747795 -0.0238946705 0.0158019353 0.0927072635 -0.0037607463 #> 16 0.002340286 -0.1275070960 -0.0583266966 0.1088205816 -0.0309269816 #> 17 -0.040949745 -0.0772391168 0.0530371548 -0.0226880571 -0.0656531857 #> 18 0.099498327 -0.0881942672 0.1208155029 0.0336643242 -0.0552037872 #> 19 0.011896674 0.0764315372 0.0058328472 0.0112449971 0.1540824573 #> 20 -0.086017692 0.0422272161 0.0497162866 0.1474337650 0.0414184691 #> 21 -0.019006583 -0.0761113316 -0.0029130700 0.0488834016 -0.0409909311 #> 22 -0.115853893 -0.0157711352 -0.0089626542 -0.0308794814 -0.0565637825 #> 23 0.073864536 0.0948948253 0.0617317576 -0.0603650738 0.0038967459 #> 24 -0.054623531 -0.0011792925 0.0120619446 0.0824838323 -0.0024427072 #> 25 -0.138396068 0.0094063602 0.0599325638 0.0555948648 -0.0718822633 #> 26 -0.067278402 0.1286884440 0.0007883884 -0.1051899061 -0.0835500819 #> 27 -0.030917622 -0.0896446559 -0.0763449974 -0.1507166146 -0.1096387699 #> 28 -0.032075401 -0.0201794877 0.0336973003 -0.0673480192 -0.0791455024 #> 29 -0.034230801 -0.0466587580 -0.0660239291 -0.1077941637 -0.1149141805 #> 30 -0.098968468 -0.1099242069 0.0468524703 -0.0437177305 -0.0812696342 #> 31 -0.021169848 0.0115808171 -0.0832058365 -0.0234907444 0.0073350127 #> 32 -0.144395650 -0.0294197115 0.0142273078 -0.0966643320 -0.0699307671 #> 33 -0.016429526 -0.0019840650 -0.1027369800 -0.0788257179 -0.0926031836 #> 34 0.059171489 0.0974062677 0.0192985983 0.0146608583 0.0517967394 #> 35 -0.082325380 -0.1140866413 -0.1421377035 -0.0807126573 -0.1021329598 #> 36 0.021589788 0.3158982857 0.0423314829 -0.0167009487 0.1076004003 #> 37 -0.089805104 -0.0929568857 -0.0427607608 0.0360702166 0.0345961347 #> 38 -0.081674319 -0.0882762741 0.0274913725 -0.1064753128 -0.1741827577 #> 39 -0.082180475 -0.0953150501 -0.0848003612 0.0142658312 -0.1277509750 #> 40 -0.087833411 -0.0624512547 -0.0546962978 0.0198857569 -0.0680249200 #> 41 -0.019569079 -0.0991353540 -0.0211794655 -0.1127197590 -0.0897697250 #> 42 0.056297018 -0.0599176061 -0.0200937674 -0.0081593769 -0.0232220404 #> 43 -0.159150958 -0.0203002669 0.0665306060 -0.0333284026 -0.0415913655 #> 44 -0.076469633 -0.0609943248 -0.1432168678 -0.1404287971 -0.1558752156 #> 45 0.046940407 -0.0186894941 -0.0063928413 0.0298416843 -0.0564771069 #> 46 -0.111357602 -0.0459899978 -0.0020132562 -0.0428556901 -0.0670348481 #> 47 0.028374414 -0.0040803222 0.0377212775 0.1229644984 0.0621817681 #> 48 0.087011760 -0.1325171370 -0.0921130359 -0.0872765610 -0.0767707364 #> 49 0.006945089 -0.1134597479 -0.1067862787 -0.0306133754 -0.0493782531 #> 50 0.160811705 0.0615669668 -0.0263246140 0.0008791275 0.0693072001 #> 51 0.105019906 -0.0122661432 0.0275020599 -0.0233174013 0.1012757016 #> 52 0.097725331 -0.0614720830 -0.1108063404 -0.0176341983 -0.0284931959 #> 53 0.093745373 -0.0796542323 -0.0723963838 -0.0144034183 -0.0651389206 #> 54 0.080072556 0.0148131516 -0.0804028783 -0.0884339337 0.0613306130 #> 55 0.211648406 -0.0154247676 -0.0713983515 -0.0067907338 0.0732542325 #> 56 0.002982654 -0.0169170326 0.0704919068 0.0298954103 -0.0186268293 #> 57 -0.015438774 0.0003438829 0.0893578610 0.0512876481 0.0455746426 #> 58 0.032377400 -0.0302251514 -0.1184653343 -0.0230458064 0.0113732160 #> 59 -0.147643740 -0.0416327989 -0.0031543852 -0.0334197936 -0.0430324028 #> 60 -0.098868356 0.0670630360 0.1190359489 -0.0083402675 -0.0192210980 #> 61 0.035849286 0.0764412498 0.0906124660 -0.0057953756 0.1267466223 #> 62 0.103685989 0.0937202238 0.0166723065 -0.0457042834 0.0693930403 #> 63 -0.021188415 -0.0469692485 -0.0976891880 0.0747167098 -0.0158426306 #> 64 0.097719696 -0.0319772783 -0.0230640646 -0.0483653646 0.0475688454 #> 65 0.590899513 0.0336852206 -0.0351165751 0.0030900238 0.1363430131 #> 66 0.029085029 0.5954997046 0.0597804167 0.0114464910 0.0959531104 #> 67 -0.053435557 0.0460616261 0.6092184951 0.0475358400 0.0005071123 #> 68 -0.015065296 -0.0021086378 0.0476995017 0.6090548334 0.1672987704 #> 69 0.143740856 0.1079511449 0.0262239373 0.1928519336 0.5835016701 #> 70 0.025336313 -0.0586821527 -0.0127853269 -0.0164108267 -0.0641439877 #> 71 -0.115378060 -0.1031694935 -0.0696213775 -0.0951605068 -0.0752684870 #> 72 -0.027137700 0.0450385582 -0.0264845349 0.0548281912 0.0036611966 #> 73 0.128733338 0.1062381690 -0.0837435987 -0.0765627225 0.0162151359 #> 74 -0.016512430 0.0945618518 0.1567703997 -0.0144552627 0.0250197646 #> 75 0.069159617 -0.0328680454 0.0146096006 0.0414109129 0.0729651433 #> 76 -0.095054182 -0.0904860565 -0.0499255286 0.0940962341 -0.0029424910 #> 77 -0.008126446 0.1485844545 0.0127812430 -0.0605896747 0.0453014625 #> 78 -0.078673997 0.0964883340 0.1055395328 0.0123162223 0.0037954573 #> 79 -0.056994528 0.1352338744 0.0946985989 0.0202166653 0.1068849578 #> 80 -0.077204109 -0.0920161179 -0.0507663890 0.0169851287 -0.1273030662 #> 71 72 73 75 76 #> 1 -0.0146998845 -7.203970e-02 -0.097681694 -1.487971e-02 -0.008850901 #> 2 -0.0179872399 -1.394851e-01 0.002696227 4.557193e-02 -0.146182748 #> 3 -0.0124119860 1.579757e-02 -0.021457418 6.242592e-02 -0.024019703 #> 4 0.1203099749 -8.611651e-02 -0.040622644 -4.011238e-02 -0.041843903 #> 5 0.0680831223 -1.044663e-02 -0.054266938 6.400648e-02 0.337738797 #> 6 -0.0470869668 -1.007798e-02 0.014402538 -2.691291e-02 0.011860235 #> 7 0.0629764910 -3.667161e-02 -0.120109585 -9.448253e-02 -0.026901971 #> 8 -0.0395192534 6.839384e-02 -0.020983121 1.634142e-01 0.094962966 #> 9 -0.0949691451 5.132845e-02 0.004378039 9.330972e-02 -0.112744032 #> 10 -0.0073085257 -1.748323e-01 0.025078325 -9.917727e-02 -0.089059975 #> 11 0.0060877632 -1.467318e-02 0.011039655 -8.013838e-02 0.115056654 #> 12 0.1133759866 1.639367e-02 -0.054668870 -1.185374e-01 0.055604764 #> 13 -0.0518377987 -7.172538e-02 0.235321038 7.367900e-02 -0.013216330 #> 14 -0.0741453117 6.624762e-02 -0.014658410 4.861076e-02 -0.035032989 #> 15 -0.0336457471 6.497212e-03 0.018188643 1.937295e-02 -0.087469794 #> 16 -0.0911087771 -3.662940e-02 -0.078855904 5.470166e-02 0.133909558 #> 17 -0.0779628124 -1.579991e-02 0.043145264 -1.300534e-01 -0.025464993 #> 18 -0.0730133865 6.363183e-03 -0.094043756 -4.460403e-02 -0.009943492 #> 19 -0.0633237623 1.515836e-01 0.049389377 5.086683e-02 -0.067160734 #> 20 -0.0927206477 7.228751e-02 -0.049755997 5.190835e-03 -0.065145003 #> 21 0.0440869441 -1.277662e-01 -0.087971639 -7.268168e-02 -0.034965762 #> 22 0.0134574519 -4.969180e-02 0.012077663 7.675594e-02 -0.044879800 #> 23 -0.0365644095 -8.010934e-02 0.116864291 -6.436511e-02 -0.093676346 #> 24 -0.0894149932 5.412545e-02 -0.110262467 -2.892693e-02 0.080153999 #> 25 -0.0001072571 3.039636e-02 -0.106095761 -6.413049e-02 -0.030675148 #> 26 -0.0151983504 6.084968e-04 0.002087872 -1.889209e-01 -0.052579757 #> 27 -0.0070671594 -2.443628e-02 0.182229733 -4.238574e-02 0.023108441 #> 28 -0.0736427491 9.781756e-02 -0.076877180 -4.330888e-02 -0.018202219 #> 29 -0.0910664215 8.054800e-02 -0.040232388 -1.455079e-01 -0.141034729 #> 30 0.0733757627 -4.617176e-02 -0.100948767 -1.439698e-01 0.014607877 #> 31 0.0983052805 -3.214027e-02 0.023420112 4.526979e-02 0.013636179 #> 32 0.0695072753 -1.790850e-01 -0.119827883 -1.103847e-01 -0.103891130 #> 33 -0.0120255595 -6.075486e-02 0.066027435 -2.002062e-02 -0.156534967 #> 34 -0.1152371833 2.210020e-01 0.063515384 2.146096e-03 -0.022934769 #> 35 -0.0873769693 -6.850716e-02 -0.013121145 -5.294038e-02 0.111495243 #> 36 0.0343011312 1.049205e-01 0.064745732 -5.436388e-02 0.017186729 #> 37 0.0176079931 6.456538e-02 -0.084285841 2.357919e-02 0.121849084 #> 38 0.0077232411 6.496170e-02 -0.038012462 -8.793152e-02 -0.039184969 #> 39 -0.0332969170 -1.616190e-02 -0.083978141 -1.293735e-01 -0.035424529 #> 40 0.0921233469 1.885948e-02 -0.135086993 9.639769e-02 -0.015775326 #> 41 0.0907080431 1.049282e-03 -0.120490249 -2.548445e-02 -0.143372820 #> 42 -0.0439147916 -6.091532e-02 0.001193215 2.407290e-02 0.057604732 #> 43 0.1415727666 -8.797264e-02 -0.039335643 -1.061542e-01 -0.039121760 #> 44 0.0299927029 -7.599719e-02 -0.074519146 -9.431055e-02 -0.114525825 #> 45 -0.1127937111 1.445303e-01 0.003099922 -5.137283e-02 -0.110368486 #> 46 0.1100371497 -1.068245e-02 -0.085594029 -2.054672e-02 0.338940023 #> 47 -0.0496190834 3.266884e-02 -0.078150695 -4.642516e-02 0.030000483 #> 48 0.0230951189 -1.131759e-01 0.023837692 4.473460e-02 -0.036295250 #> 49 0.0335012169 -9.498821e-02 0.081611610 1.725321e-02 0.234149263 #> 50 0.0297486116 -2.467050e-02 0.063695081 -7.154905e-02 0.006388380 #> 51 0.0888792276 -3.760577e-02 0.052620836 8.103153e-03 -0.059607569 #> 52 -0.0975814787 -1.220441e-01 0.125289938 1.544543e-01 -0.033817550 #> 53 -0.0340690692 9.453567e-02 -0.026277096 1.032059e-01 -0.105018964 #> 54 0.0411075050 -5.481303e-02 0.068627580 -6.560742e-02 0.003781420 #> 55 -0.0196700303 4.642363e-02 0.006465291 7.643222e-02 0.025112565 #> 56 -0.0012391152 -1.045430e-01 -0.036464054 -8.673693e-02 -0.049790074 #> 57 -0.0819661208 -2.710087e-02 -0.052920349 -3.680992e-02 -0.066419124 #> 58 -0.0208878335 -2.194416e-02 0.069709591 -3.249344e-02 -0.029632652 #> 59 0.1292404141 3.960742e-02 -0.143130502 -1.052724e-01 0.037893983 #> 60 0.0289458531 4.527219e-02 0.009121480 -4.705455e-02 0.027283821 #> 61 -0.0623529638 8.172601e-02 0.038651621 -5.515457e-02 -0.008060185 #> 62 0.0263071058 -9.098335e-02 0.278555890 6.250635e-02 -0.043381064 #> 63 -0.0250432762 2.737311e-02 -0.068914613 1.145235e-01 0.048704833 #> 64 -0.0417191313 -9.439819e-02 0.078343715 1.038672e-01 0.008967053 #> 65 -0.0760450744 -6.712097e-05 0.145551181 7.664051e-02 -0.065199416 #> 66 -0.0684366995 6.750895e-02 0.118455820 -2.998734e-02 -0.065231481 #> 67 -0.0486073741 -1.773294e-02 -0.085244738 3.771513e-03 -0.038389744 #> 68 -0.0739828416 6.374345e-02 -0.077900200 3.073649e-02 0.105795681 #> 69 -0.0285376586 3.812962e-02 0.040430822 8.784388e-02 0.034310119 #> 70 0.0017232046 2.169669e-02 -0.045107434 9.789664e-02 -0.050400593 #> 71 0.6302324986 -9.864899e-02 -0.112192885 -3.826986e-02 0.085860994 #> 72 -0.0863865830 6.179701e-01 -0.115694252 -2.719352e-05 0.012229776 #> 73 -0.0896777419 -1.054415e-01 0.607717356 4.130345e-02 -0.055809784 #> 74 0.1179737517 -2.859727e-02 0.017571339 6.025482e-02 0.054406386 #> 75 -0.0064177689 1.956249e-02 0.050640394 5.983804e-01 0.022493027 #> 76 0.0953392129 9.445589e-03 -0.068846709 1.191550e-04 0.620754280 #> 77 0.0059717762 -4.480515e-02 0.179765545 5.254177e-02 -0.118157184 #> 78 0.0038976184 1.200340e-01 -0.075011692 1.020387e-01 0.009069618 #> 79 -0.0755274313 5.756371e-02 0.062290375 1.783025e-02 -0.055846461 #> 80 0.0476194503 -5.108871e-02 -0.108254332 7.556804e-03 -0.063674960 #> 77 79 80 #> 1 -0.1382411532 -0.138689997 0.0113539869 #> 2 0.0064902655 -0.030602310 0.0381779124 #> 3 -0.0062011186 -0.035627701 -0.0258780486 #> 4 0.0712818190 -0.004682587 -0.0751471668 #> 5 -0.1064569673 -0.106889815 -0.0694934621 #> 6 -0.0074900207 -0.044855068 0.0348883307 #> 7 -0.0340962150 -0.032824416 -0.0238432923 #> 8 -0.0350493036 -0.034782469 -0.1242579521 #> 9 -0.0355050943 -0.064837501 0.0670551651 #> 10 -0.0755060909 -0.101994394 -0.1110019307 #> 11 -0.1319493511 -0.096026321 -0.1744231553 #> 12 0.0357121404 0.094217878 0.0126499234 #> 13 0.0585114832 -0.029094401 -0.0865494467 #> 14 0.0924441367 0.187721712 0.0637831055 #> 15 -0.0092496168 -0.085202323 -0.0319679786 #> 16 -0.1720206016 -0.135423636 0.0223194974 #> 17 -0.0168885099 0.089176612 0.0499463111 #> 18 -0.1393202550 -0.096105801 0.1496270629 #> 19 0.1668291340 0.133721938 -0.1024696661 #> 20 0.0046940345 0.242639310 -0.0154759330 #> 21 -0.1227345169 -0.141392698 0.1195981397 #> 22 -0.0154126685 -0.097444705 0.0779045189 #> 23 0.0959858465 -0.005922417 -0.0147362617 #> 24 -0.1042331358 0.028546129 -0.0517867165 #> 25 0.0477505491 -0.006023533 0.2275730909 #> 26 -0.0044846430 0.021954841 -0.0763720793 #> 27 -0.0253425147 -0.114230558 -0.1157577399 #> 28 -0.1221023665 -0.142344716 -0.1148991765 #> 29 -0.0843831105 -0.021800427 0.0257600194 #> 30 -0.0818282929 -0.055104795 -0.0368268926 #> 31 0.0035216437 -0.077023958 0.1234855436 #> 32 0.0589393859 -0.003940777 -0.0336470233 #> 33 0.1065399016 0.051430429 0.1545953444 #> 34 0.1501464718 0.253122945 -0.0302334012 #> 35 -0.0909309479 -0.038552590 -0.1503612300 #> 36 0.1359197684 0.091424387 -0.0232105628 #> 37 -0.1306355269 -0.018863048 -0.0577826614 #> 38 -0.0831627509 -0.028334523 0.0129472680 #> 39 -0.1230196118 -0.072588455 0.2103713679 #> 40 -0.0257222917 -0.075200020 0.1182085602 #> 41 -0.0369371879 -0.063464961 0.0531440049 #> 42 -0.0786083038 -0.153882740 -0.1311001648 #> 43 0.0269718746 0.028729008 -0.0008285392 #> 44 -0.0848418070 -0.102723184 0.1672985512 #> 45 -0.0562790767 0.052912012 0.0418876538 #> 46 -0.1058433050 -0.071722954 -0.0369922442 #> 47 -0.0974492885 -0.033719763 0.0291441585 #> 48 -0.0447581158 -0.115037951 -0.0512812728 #> 49 -0.1320809722 -0.146795185 -0.0334754568 #> 50 0.0488077199 -0.027097356 -0.0835225214 #> 51 0.0903112337 0.040796526 -0.0719737260 #> 52 -0.0284756835 -0.105417142 0.0180566296 #> 53 -0.0390327794 -0.105028408 0.1032076912 #> 54 -0.0235381139 0.004202157 -0.0585393280 #> 55 -0.0517970489 -0.061874796 0.0464398949 #> 56 -0.0408507179 0.015166387 -0.0044776320 #> 57 0.0168336218 0.129167567 0.0574547646 #> 58 0.0630093155 0.139728221 0.0595972364 #> 59 -0.1232867822 -0.048440314 -0.0519412854 #> 60 0.1830540183 0.104324507 -0.0306977446 #> 61 0.0727311296 0.165544297 -0.1783516112 #> 62 0.1981708778 0.011482806 -0.0243279858 #> 63 -0.0554421649 -0.061665174 -0.0920725968 #> 64 -0.0330358463 -0.079262933 0.0536309429 #> 65 -0.0033271225 -0.054450970 -0.0638443462 #> 66 0.1487835865 0.133177241 -0.0832565461 #> 67 -0.0007384156 0.078923175 -0.0557256077 #> 68 -0.0739456715 0.004604903 0.0121895718 #> 69 0.0574986289 0.116826359 -0.1065454599 #> 70 0.1048047136 0.044482763 0.1171666660 #> 71 -0.0285618858 -0.112316858 0.0216462282 #> 72 -0.0670764034 0.033036690 -0.0647995304 #> 73 0.1677470256 0.048016091 -0.1117124111 #> 74 0.0931172480 0.106108134 0.0036106399 #> 75 0.0498601974 0.012892910 0.0134356721 #> 76 -0.1432126276 -0.083157669 -0.0801699633 #> 77 0.5956988366 0.246952551 -0.0160521561 #> 78 0.0943236679 0.130499884 0.1170880952 #> 79 0.2492083161 0.593443071 -0.0616929189 #> 80 -0.0246125960 -0.072509124 0.6042592764 #> #> $Y #> [,1] #> 1 -1.34092076 #> 2 -0.40354514 #> 3 -0.08804619 #> 4 -0.19662129 #> 5 -0.83292838 #> 6 -0.24326776 #> 7 -0.24326776 #> 8 1.71759798 #> 9 -0.40354514 #> 10 -0.01470504 #> 11 2.24746138 #> 12 -0.08804619 #> 13 -0.24326776 #> 14 -0.95351156 #> 15 -0.01470504 #> 16 -0.01470504 #> 17 -0.40354514 #> 18 -0.24326776 #> 19 0.80319493 #> 20 -0.95351156 #> 21 -0.29286530 #> 22 -0.14620204 #> 23 -0.24326776 #> 24 -0.83292838 #> 25 -0.95351156 #> 26 -0.01470504 #> 27 -0.29286530 #> 28 -0.29286530 #> 29 -0.24326776 #> 30 -0.08804619 #> 31 2.44413581 #> 32 -0.34683102 #> 33 -0.40354514 #> 34 -0.59103998 #> 35 1.45423823 #> 36 -0.83292838 #> 37 1.84475166 #> 38 -0.40354514 #> 39 -0.01470504 #> 40 1.22055754 #> 41 -0.01470504 #> 42 -0.34683102 #> 43 -0.19662129 #> 44 -0.83292838 #> 45 -0.01470504 #> 46 -0.77069581 #> 47 -0.95351156 #> 48 -0.29286530 #> 49 -0.24326776 #> 50 0.04504303 #> 51 -0.65052072 #> 52 0.61191952 #> 53 -0.19662129 #> 54 2.09707181 #> 55 2.74899002 #> 56 -0.40354514 #> 57 -0.95351156 #> 58 -0.01470504 #> 59 -0.34683102 #> 60 -0.83292838 #> 61 -0.14620204 #> 62 1.59220679 #> 63 1.97001211 #> 64 -0.24326776 #> 65 1.11276978 #> 66 -0.01470504 #> 67 -0.29286530 #> 68 -0.34683102 #> 69 1.33191320 #> 70 -0.83292838 #> 71 -0.83292838 #> 72 1.00663078 #> 73 -0.29286530 #> 74 -0.34683102 #> 75 -0.24326776 #> 76 0.90572278 #> 77 -0.83292838 #> 78 -0.29286530 #> 79 -0.40354514 #> 80 -0.29286530 #> attr(,"scaled:center") #> [1] -0.1434088 #> #> $ncomp #> [1] 6 #> #> $mode #> [1] "regression" #> #> $mat.c #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 0.005062510 -0.2866001193 0.0006402652 0.185175937 -0.0966885112 #> 2 0.042580672 -0.1251544769 0.3442250681 -0.303544852 -0.0761846670 #> 3 0.129463598 -0.0602738670 0.0762525400 -0.045044511 0.0241920585 #> 4 0.006959047 0.0003894966 0.0787382907 -0.124871276 0.0571265719 #> 5 0.199263569 -0.0331508989 -0.2509589174 0.159042671 -0.0835544766 #> 6 -0.079439565 0.1387825117 -0.1362602078 -0.081772325 -0.1321885754 #> 8 0.216513482 0.0884931907 -0.2089348369 0.007132611 0.1469692437 #> 9 0.028085225 -0.2078645602 0.2843595469 -0.143776274 -0.0514104996 #> 11 0.038434417 0.1577127987 -0.2155119406 0.209247038 0.0926139895 #> 12 -0.229772563 0.1285047753 -0.1964378754 0.188636086 0.1375968370 #> 13 0.134947766 -0.2315030051 0.0661041990 -0.107671589 0.2298243517 #> 14 -0.175101396 0.2222731837 -0.1126020488 -0.168285456 0.0292551837 #> 15 0.082111278 -0.3138105675 0.1791506410 0.111994480 0.1435215667 #> 16 0.144900964 -0.1143618084 -0.0802449210 0.094416763 -0.1936845588 #> 18 -0.102696800 -0.1530393396 0.0224061497 0.083205158 -0.1172445615 #> 19 -0.007277822 0.0057069901 0.1198977388 -0.183936380 0.3304900690 #> 20 -0.216153264 0.2078958343 -0.0805498272 -0.109953128 0.0563263440 #> 21 -0.052165079 -0.0910320623 0.1387977717 0.149098477 -0.2666037908 #> 22 0.018189497 -0.1565116594 -0.0706884825 0.122055345 -0.0340978621 #> 23 0.050457611 -0.0916256923 0.2006221913 -0.096518459 0.1104611607 #> 24 0.022489745 0.2370713046 -0.1700703901 -0.013763730 -0.0996422693 #> 25 -0.230128884 0.0237988801 -0.1427336627 0.120739037 0.0031142434 #> 26 -0.230384631 0.2442953530 -0.0522308993 -0.034883832 0.0005384063 #> 27 0.144231815 -0.0443869535 -0.0014619906 -0.017501898 0.1214906577 #> 28 0.162171919 -0.0728513846 -0.0519305097 0.114130089 -0.0218762090 #> 29 -0.174353849 0.1060022082 0.2642833074 -0.059709038 -0.1143395293 #> 31 0.102595382 -0.0538014256 0.1298427042 0.142628524 -0.0540047494 #> 33 -0.133240942 -0.1845851154 0.3719470446 -0.126229634 0.0112558299 #> 34 -0.089494103 0.1279747543 -0.0035657726 -0.243086886 0.3709225300 #> 35 0.155007148 -0.0300506786 -0.1207999903 0.088075443 0.0536827664 #> 36 -0.031149426 -0.0109226295 -0.0084843307 -0.078960792 0.3022170992 #> 37 0.060913131 0.2437475763 -0.1136181414 0.119713965 -0.1001201301 #> 39 -0.227364680 0.1470139810 0.0941932681 0.033558488 -0.2686060049 #> 40 0.059435012 -0.1042855141 0.0466408878 0.173410725 -0.1558212211 #> 42 0.204816577 -0.1613727013 -0.0995001458 0.149801798 0.0831051253 #> 43 -0.213421000 0.0080086582 -0.0004479165 0.217819381 0.0203608560 #> 44 -0.050021566 -0.0312428865 0.2347632709 -0.024363603 -0.3313782971 #> 45 -0.175179444 0.1430195352 0.1352333054 -0.197855935 0.0125898758 #> 46 0.051200846 0.1284492725 -0.3674069377 0.183760664 -0.0993081558 #> 48 0.089953197 -0.0161300642 0.0452330545 -0.228920412 -0.0780373627 #> 50 0.019159408 -0.0811159783 0.0815554417 -0.080251081 0.2502995866 #> 51 -0.038268435 -0.2012758523 0.1666521494 -0.083764783 0.2500443320 #> 52 0.270797311 -0.2162085791 0.2129101632 -0.183930725 -0.0642190142 #> 53 0.079027608 -0.2287702342 0.2970497791 -0.015701938 -0.0815441780 #> 54 0.005748748 0.2323067878 0.1655373309 -0.071427525 -0.0308937829 #> 55 0.153238918 0.0688380666 0.2575860985 -0.098722864 -0.0852775134 #> 56 -0.115261508 -0.1844722671 0.0998918353 0.148461106 0.0443492766 #> 57 -0.191725915 -0.1553835049 0.0965404487 0.006112128 0.1452652721 #> 58 -0.138791702 0.2489193835 0.1822866539 -0.195415845 0.0220202281 #> 59 -0.154409536 0.2530063666 -0.2202005197 0.228290384 -0.1159675173 #> 60 -0.164373099 0.0957121293 -0.1225102051 0.069409534 0.2621368700 #> 61 0.008843610 0.2176283623 -0.0569138437 -0.128604771 0.2987522617 #> 62 0.104698442 -0.2211841617 0.1887376549 -0.141869667 0.2947810895 #> 63 0.259989710 0.0404523072 -0.0240730677 0.138774970 0.0914627517 #> 64 0.184106830 -0.2537873528 0.0612299987 -0.219700218 -0.0533149745 #> 65 0.166430854 -0.0623594507 0.2495607503 -0.240388730 0.1071108552 #> 66 -0.040803714 0.0544833573 0.0216932980 -0.182795988 0.2805817530 #> 67 -0.133319071 -0.0905829245 -0.1478271303 -0.008280144 0.1698595505 #> 68 0.017719705 -0.0204285098 -0.0794971944 0.101144752 0.0610728413 #> 69 0.099621922 0.0357381068 0.0265846207 -0.105608202 0.2349769780 #> 71 -0.024367710 0.0059974783 -0.0412921878 0.254986643 -0.0795797165 #> 72 -0.016608771 0.2078159288 -0.0387756560 -0.011559789 0.1157119380 #> 73 0.102972868 -0.0622346903 0.1406439413 -0.287419308 0.2764014381 #> 75 0.192665745 -0.1228417764 0.0007984091 -0.139561524 0.1020784048 #> 76 0.162087124 0.1015799487 -0.3526365590 0.212220981 -0.0368365218 #> 77 -0.092780739 -0.0363899902 0.0821484081 -0.291453050 0.3758135703 #> 79 -0.180742849 0.1651676893 -0.0194703751 -0.289422963 0.3505722441 #> 80 -0.159503754 -0.1397003998 0.1595250413 0.051006625 -0.1966298154 #> comp 6 #> 1 -0.0629449254 #> 2 0.0749961599 #> 3 -0.0801340255 #> 4 -0.1881069057 #> 5 0.0541732155 #> 6 0.2207798044 #> 8 0.0177545325 #> 9 0.0248224014 #> 11 -0.0130114599 #> 12 -0.0292748176 #> 13 0.0038031802 #> 14 0.2436657158 #> 15 -0.1767291106 #> 16 0.3154901828 #> 18 0.1535158281 #> 19 -0.2194798869 #> 20 0.1061614990 #> 21 0.0527685679 #> 22 0.2818679276 #> 23 -0.1683278465 #> 24 0.0301437084 #> 25 0.1435612877 #> 26 -0.1067577780 #> 27 -0.0992508862 #> 28 -0.2111099234 #> 29 0.0072046125 #> 31 0.0973372748 #> 33 0.0551706841 #> 34 -0.0188769724 #> 35 0.0527801459 #> 36 -0.2190852341 #> 37 0.0663213111 #> 39 0.2041841558 #> 40 0.1794473568 #> 42 -0.2026482684 #> 43 0.0026935672 #> 44 0.1079167180 #> 45 0.1183442337 #> 46 0.0481149672 #> 48 0.0610476173 #> 50 -0.2550359317 #> 51 -0.2246034591 #> 52 0.2154548576 #> 53 -0.0413842517 #> 54 -0.0009363109 #> 55 0.0884054684 #> 56 -0.1739345541 #> 57 -0.0257792137 #> 58 0.1303549584 #> 59 -0.1296878023 #> 60 -0.1920392426 #> 61 -0.3083466132 #> 62 -0.1419899330 #> 63 0.0310941841 #> 64 0.2358626107 #> 65 -0.0099392734 #> 66 -0.2032754218 #> 67 -0.0848235292 #> 68 0.0606101954 #> 69 -0.1060333993 #> 71 -0.1458924225 #> 72 -0.0854158142 #> 73 0.0202547181 #> 75 0.2270907931 #> 76 0.0298167377 #> 77 -0.0879655539 #> 79 -0.0085076995 #> 80 0.3093868759 #> #> $mat.d #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 1.627834 1.804896 1.318141 1.961246 0.8675755 1.705644 #> #> $mat.e #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] NA NA NA NA NA NA #> #> $variates #> $variates$X #> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6 #> 1 -0.12084841 -0.472367117 -0.146292099 0.103140838 -0.232483704 -0.144043449 #> 2 0.09816753 -0.098981404 0.281151604 -0.312054304 -0.232293415 0.046962484 #> 3 0.29593869 -0.006592617 0.082427428 -0.022373858 -0.045243043 -0.123055924 #> 4 0.05139214 0.010295911 0.020750945 -0.141774063 -0.053038152 -0.151187245 #> 5 0.40977854 -0.072619155 -0.371334491 0.047601360 -0.163591549 -0.056478056 #> 6 -0.15608349 0.088101430 -0.290561439 -0.221003036 -0.247242740 0.149358663 #> 7 -0.22420506 0.134074202 -0.114671766 0.098425420 -0.089584399 -0.126988662 #> 8 0.53432715 0.168446993 -0.253515932 0.031122039 0.189352249 0.105372068 #> 9 0.01494675 -0.238238683 0.268497850 -0.130754563 -0.147566538 -0.042790358 #> 10 0.05805674 -0.009372533 0.129820216 -0.083335690 -0.220090724 -0.118312799 #> 11 0.15590562 0.241760767 -0.161876562 0.321026418 0.236922349 0.211851086 #> 12 -0.44916272 0.087057337 -0.172002475 0.269930842 0.258404772 0.071632594 #> 13 0.22668973 -0.306235093 -0.051030563 -0.085736293 0.216902081 0.009655111 #> 14 -0.32807032 0.200068674 -0.225686859 -0.255897808 -0.039459452 0.158422772 #> 15 0.11312211 -0.367796497 0.208576010 0.230976992 0.159052161 -0.162869499 #> 16 0.27841821 -0.157219550 -0.178732767 0.030215143 -0.235071942 0.258411531 #> 17 -0.32355987 -0.018500915 0.027103506 -0.048822508 0.101447705 0.135722696 #> 18 -0.26677146 -0.266367835 -0.020419480 0.105208973 -0.073779049 0.212572383 #> 19 0.01457038 0.051328973 0.132641186 -0.084186154 0.333473757 -0.143789600 #> 20 -0.41986019 0.183950863 -0.151161613 -0.150458983 0.011705118 0.091657323 #> 21 -0.11902315 -0.103969346 0.162928554 0.149951400 -0.361297814 -0.026239998 #> 22 -0.00633225 -0.248244379 -0.136836473 0.153653702 0.055008842 0.340213989 #> 23 0.11739707 -0.055131801 0.221283690 -0.052112938 0.039768177 -0.212042681 #> 24 0.13697728 0.287437711 -0.269533945 -0.157718208 -0.300180077 -0.124783923 #> 25 -0.51280918 -0.103220582 -0.224475460 0.102564588 0.009604217 0.128753819 #> 26 -0.41272518 0.264977579 -0.065722209 -0.054239832 -0.079303829 -0.074427100 #> 27 0.32734282 -0.028571880 -0.064953833 -0.037089320 0.029459830 -0.153970879 #> 28 0.35702453 -0.092767057 -0.151874525 0.022718419 -0.226584618 -0.340555807 #> 29 -0.29608783 0.196486763 0.355328703 -0.015037447 -0.243276677 -0.085369212 #> 30 -0.29668381 0.155380907 -0.105820126 -0.009056587 -0.225349327 -0.071434190 #> 31 0.28139732 0.077727670 0.311225839 0.314017167 0.049486918 0.132758292 #> 32 -0.26635786 -0.096508566 -0.073853070 0.027112036 -0.079166714 0.011060466 #> 33 -0.32917578 -0.204571879 0.410376482 -0.037162175 -0.053269109 -0.006041355 #> 34 -0.14011368 0.155182786 -0.048549816 -0.187056426 0.379610191 0.013820890 #> 35 0.33322752 -0.007786337 -0.187738562 0.124843307 0.074482201 0.181789435 #> 36 -0.05582590 -0.020474648 -0.030471542 -0.022747590 0.302261353 -0.201435628 #> 37 0.25908570 0.402977580 -0.035322955 0.147616383 -0.128665014 0.043194071 #> 38 -0.23901447 0.131452499 0.044858654 0.157359106 -0.081473381 0.013428707 #> 39 -0.43140599 0.171083166 0.139005690 0.013969167 -0.353105507 0.109215354 #> 40 0.13650169 -0.080257263 0.098024617 0.224469533 -0.159658034 0.116472654 #> 41 -0.09642448 0.045580613 0.157911942 0.019737839 -0.207601611 -0.039736976 #> 42 0.40533486 -0.219384522 -0.204488111 0.098374134 -0.020210027 -0.258711106 #> 43 -0.41641507 -0.006698473 0.086029054 0.354755543 0.136106847 0.100108472 #> 44 -0.09673022 -0.004742514 0.226845007 -0.087566547 -0.550247850 -0.059186215 #> 45 -0.31139833 0.192249544 0.150848840 -0.152181662 -0.010157408 0.156211473 #> 46 0.12237516 0.076140438 -0.522851587 0.025958768 -0.213456987 -0.053458175 #> 47 0.02194350 -0.046113638 -0.040898285 -0.115432743 -0.206171176 -0.048816435 #> 48 0.21422957 -0.044957056 -0.131731895 -0.346081399 -0.250897502 0.065361759 #> 49 0.31985470 -0.046489853 -0.128199992 0.082191186 -0.119206168 0.066325510 #> 50 0.02780187 -0.094493419 0.048397777 -0.022462406 0.219733755 -0.186674948 #> 51 -0.12651227 -0.265167950 0.147765942 0.022583912 0.268106237 -0.128299352 #> 52 0.56657735 -0.175262512 0.164669211 -0.173470434 -0.132431735 0.183289196 #> 53 0.13925634 -0.223411747 0.338700120 0.014494786 -0.197244688 -0.180284306 #> 54 0.16878734 0.485913072 0.372486046 0.101412739 0.034458498 0.088090417 #> 55 0.43613891 0.314020216 0.459939478 0.061746343 -0.049662693 0.129336401 #> 56 -0.30837620 -0.276021592 0.105021706 0.221054616 0.041100044 -0.118993586 #> 57 -0.46525168 -0.273563224 0.062501052 0.076443101 0.172593911 0.019688308 #> 58 -0.17933033 0.417385376 0.304315287 -0.104219755 0.009051805 0.096237861 #> 59 -0.25089650 0.256211774 -0.254011477 0.152361294 -0.230274024 -0.180156905 #> 60 -0.33370737 0.048502998 -0.145253478 0.094056043 0.267646948 -0.209484772 #> 61 0.12397054 0.309219177 -0.072877219 -0.116863107 0.219599584 -0.302608597 #> 62 0.19713254 -0.218486359 0.221714358 0.005970305 0.397500487 -0.034557926 #> 63 0.64768409 0.226166427 0.092608583 0.290539186 0.166593094 0.121867991 #> 64 0.32146460 -0.360117126 -0.137330417 -0.303117417 -0.124624797 0.241974814 #> 65 0.40319513 0.061024536 0.324589477 -0.127939458 0.142801037 0.085666697 #> 66 -0.07579767 0.066348948 -0.030506422 -0.153462985 0.241965336 -0.158329140 #> 67 -0.32943416 -0.267599237 -0.316494733 -0.028773743 0.189063632 0.051315992 #> 68 0.04455123 -0.035462880 -0.093968490 0.136448712 0.081596571 0.046174977 #> 69 0.26502009 0.124200573 0.071862166 -0.002263574 0.307948250 -0.014566874 #> 70 -0.13592292 -0.018088810 -0.090048095 -0.048673967 0.067057035 0.135417375 #> 71 -0.01729996 0.006786043 -0.033308660 0.240439728 -0.209648102 -0.260217209 #> 72 0.06293227 0.328696782 0.008910179 0.041631091 0.076242391 -0.098584888 #> 73 0.21949326 -0.031470711 0.095751443 -0.226956067 0.297730131 0.079077671 #> 74 -0.14102093 -0.052802608 -0.075223907 -0.143917771 0.093061061 -0.021480030 #> 75 0.40440114 -0.127138181 -0.075957707 -0.125098380 0.134860897 0.233466992 #> 76 0.38172148 0.110618437 -0.443485160 0.129717310 -0.094628748 -0.033476012 #> 77 -0.20734156 -0.094675159 -0.015644397 -0.260923132 0.363451580 -0.055280773 #> 78 -0.09193920 -0.098193554 -0.074988469 -0.039817301 0.151200824 0.076147180 #> 79 -0.34093272 0.163092512 -0.091522059 -0.258337418 0.359544728 0.024001668 #> 80 -0.37528532 -0.203813019 0.176360474 0.100337578 -0.198718280 0.266633450 #> #> $variates$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.823745489 -0.6339420173 -0.221240375 -0.050372253 -0.347032537 #> 2 -0.247903153 -0.3121207247 -0.291846217 -0.385108136 -0.165145895 #> 3 -0.054087944 -0.3156885879 -0.423237201 -0.339853932 -0.717697201 #> 4 -0.120787079 -0.1552882269 -0.226730121 -0.166330427 -0.055512252 #> 5 -0.511679001 -0.8310614231 -1.038515585 -0.448408105 -1.121281726 #> 6 -0.149442628 0.0059893809 -0.112433927 0.119718350 0.770236640 #> 7 -0.149442628 0.0674281465 -0.091256739 0.015737089 -0.186925696 #> 8 1.055143323 0.4697234717 0.412530171 0.447645286 0.941594743 #> 9 -0.247903153 -0.2370640055 0.001608455 -0.179374639 -0.109910812 #> 10 -0.009033504 -0.0605086126 -0.070019325 -0.134310865 -0.115234761 #> 11 1.380645467 1.1045913682 1.181451857 0.902842358 1.315256313 #> 12 -0.054087944 0.3563174587 0.368690993 0.363396589 0.211289183 #> 13 -0.149442628 -0.3392333080 -0.045183611 0.003929699 0.202699436 #> 14 -0.585754856 -0.2324053640 -0.592175630 -0.246314737 0.021663543 #> 15 -0.009033504 -0.1101720015 0.352758627 0.096904206 -0.303085678 #> 16 -0.009033504 -0.2592523513 -0.139710903 0.026226343 -0.009017103 #> 17 -0.247903153 0.0682346969 0.118764853 0.061604999 0.249633031 #> 18 -0.149442628 0.1058187256 0.509625530 0.356239829 0.567481734 #> 19 0.493413346 0.4318678830 0.521062189 0.261055249 0.780454614 #> 20 -0.585754856 -0.1496202002 -0.456750319 -0.205384197 -0.124164239 #> 21 -0.179911053 -0.0549147263 0.067169236 -0.064359220 -0.484471766 #> 22 -0.089813858 -0.0752919600 0.236819320 0.251131646 0.220359176 #> 23 -0.149442628 -0.2406623922 -0.254042290 -0.319463522 -0.604374201 #> 24 -0.511679001 -0.5850223039 -1.194637167 -0.621755903 -1.049006166 #> 25 -0.585754856 -0.0657896118 0.051253269 0.185315498 0.187067164 #> 26 -0.009033504 0.3640890251 0.135710766 0.135381802 0.428659708 #> 27 -0.179911053 -0.4574916450 -0.587308855 -0.351071438 -0.709789704 #> 28 -0.179911053 -0.4842615438 -0.536063380 -0.258210848 -0.635070248 #> 29 -0.149442628 0.1322591293 -0.087945254 -0.297921565 -0.639489394 #> 30 -0.054087944 0.2187969091 0.086833908 0.129481532 0.313180035 #> 31 1.501465190 1.1003777108 1.400288524 0.731951999 0.944785781 #> 32 -0.213062917 0.0480666441 0.197963135 0.182685916 0.351691170 #> 33 -0.247903153 0.0732996781 0.380482411 -0.020091612 0.038589809 #> 34 -0.363083731 -0.2010964169 -0.487843994 -0.295246781 -0.244575710 #> 35 0.893357917 0.5051809144 0.702392926 0.598251626 1.070189451 #> 36 -0.511679001 -0.4111333561 -0.534918970 -0.339035860 -0.715003002 #> 37 1.133255523 0.7884126895 0.527766429 0.378448740 0.521820896 #> 38 -0.247903153 -0.0080166946 -0.190971597 -0.158499989 -0.714032808 #> 39 -0.009033504 0.3809372274 0.287347795 0.099699771 0.193803075 #> 40 0.749804755 0.5531372806 0.867290936 0.517018927 0.661338767 #> 41 -0.009033504 0.0788178174 0.045510854 -0.075544046 -0.215394754 #> 42 -0.213062917 -0.5577321985 -0.463290813 -0.173939625 -0.615593982 #> 43 -0.120787079 0.2666265256 0.374256924 0.193716090 -0.364046673 #> 44 -0.511679001 -0.3742417974 -0.505945911 -0.492504045 -0.915403935 #> 45 -0.009033504 0.2727024631 0.110162122 -0.027345280 0.282205811 #> 46 -0.473448704 -0.5373728125 -0.840067991 -0.213199097 -0.540641585 #> 47 -0.585754856 -0.5480823991 -0.687332977 -0.434464582 -0.721205131 #> 48 -0.179911053 -0.3554749419 -0.425184193 -0.197227395 0.336500181 #> 49 -0.149442628 -0.4232586886 -0.515899922 -0.260570620 -0.774849223 #> 50 0.027670531 -0.0001184571 0.129225220 0.054323602 0.173582874 #> 51 -0.399623547 -0.2463187266 0.025809759 -0.081965964 -0.236346024 #> 52 0.375910310 -0.1719623688 0.004518801 -0.107636056 0.148825557 #> 53 -0.120787079 -0.2345328427 -0.015227832 -0.237872691 -0.570503308 #> 54 1.288259154 1.0096502597 0.717139925 0.231639647 0.294391663 #> 55 1.688741191 1.1297204639 1.116917471 0.441550667 0.858587745 #> 56 -0.247903153 0.0545405638 0.452630299 0.233625491 0.028417788 #> 57 -0.585754856 -0.1086816663 0.225768097 0.109730727 0.075250191 #> 58 -0.009033504 0.1535904995 -0.361207573 -0.447293617 -0.775554661 #> 59 -0.213062917 0.0341220617 -0.304101759 -0.033665355 -0.420532866 #> 60 -0.511679001 -0.1605123926 -0.286199425 -0.094728860 -0.426768192 #> 61 -0.089813858 -0.1928118830 -0.687418280 -0.413029080 -0.669514426 #> 62 0.978113841 0.7043660783 1.263638221 0.700270301 1.569538391 #> 63 1.210204683 0.5073366324 0.384999165 0.196513822 -0.212554253 #> 64 -0.149442628 -0.4247106487 -0.088446258 0.032854727 0.759500478 #> 65 0.683589304 0.2528871587 0.262712579 -0.041587064 0.195208696 #> 66 -0.009033504 0.0602145197 -0.008399716 0.014857775 0.380506834 #> 67 -0.179911053 0.1348547072 0.551069884 0.583084578 1.383170287 #> 68 -0.213062917 -0.2323418838 -0.269581381 -0.118028290 -0.575272110 #> 69 0.818212020 0.4989231227 0.513097996 0.296551752 0.675503569 #> 70 -0.511679001 -0.3388939496 -0.439270267 -0.234709967 -0.420554006 #> 71 -0.511679001 -0.4458798531 -0.619823825 -0.394193056 -1.434654361 #> 72 0.618386696 0.5009636641 0.235880632 0.152545376 0.250733442 #> 73 -0.179911053 -0.3602222559 -0.450151076 -0.366897558 -0.316352505 #> 74 -0.213062917 -0.0649745775 -0.016666767 0.039355876 0.414309415 #> 75 -0.149442628 -0.4995110116 -0.509880585 -0.291636765 -0.376477589 #> 76 0.556397570 0.1575401513 0.064248703 0.341244651 0.478179869 #> 77 -0.511679001 -0.2744815610 -0.246204304 -0.154957825 0.239545756 #> 78 -0.179911053 -0.0793417042 0.025813355 0.067748255 0.243163288 #> 79 -0.247903153 0.0839032523 -0.108431827 -0.011364946 0.558307330 #> 80 -0.179911053 0.1762078127 0.520352798 0.231195020 0.295817053 #> comp 6 #> 1 -0.058265242 #> 2 0.034154573 #> 3 -0.342043681 #> 4 -0.001258451 #> 5 -0.487128927 #> 6 0.517540694 #> 7 -0.049512633 #> 8 0.382628002 #> 9 0.019153578 #> 10 0.053334966 #> 11 0.548494367 #> 12 -0.023965335 #> 13 -0.007224173 #> 14 0.031090200 #> 15 -0.235066325 #> 16 0.114982751 #> 17 0.075374438 #> 18 0.326177176 #> 19 0.227356728 #> 20 -0.069109923 #> 21 -0.062652407 #> 22 0.084105416 #> 23 -0.327642899 #> 24 -0.380890248 #> 25 0.090266494 #> 26 0.258375557 #> 27 -0.376019136 #> 28 -0.207776139 #> 29 -0.201533524 #> 30 0.273922858 #> 31 0.455393597 #> 32 0.219155781 #> 33 0.046724021 #> 34 -0.317492040 #> 35 0.506466304 #> 36 -0.517431322 #> 37 0.330869535 #> 38 -0.321751233 #> 39 0.278184947 #> 40 0.417599867 #> 41 -0.003963981 #> 42 -0.302841936 #> 43 -0.254402993 #> 44 -0.185736574 #> 45 0.148710496 #> 46 -0.166422384 #> 47 -0.261971924 #> 48 0.298779720 #> 49 -0.333492716 #> 50 -0.023474637 #> 51 -0.256589547 #> 52 0.143061468 #> 53 -0.189857927 #> 54 0.132214955 #> 55 0.461981414 #> 56 -0.006450827 #> 57 -0.049513865 #> 58 -0.399089930 #> 59 -0.096775124 #> 60 -0.353214129 #> 61 -0.452247673 #> 62 0.596156858 #> 63 -0.192853227 #> 64 0.449710153 #> 65 0.026657146 #> 66 0.070469107 #> 67 0.607382124 #> 68 -0.334116130 #> 69 0.186956944 #> 70 -0.248023264 #> 71 -0.623099202 #> 72 0.088754840 #> 73 -0.312353017 #> 74 0.163402915 #> 75 -0.260092224 #> 76 0.291358995 #> 77 -0.063024674 #> 78 0.046776689 #> 79 0.101100560 #> 80 0.251545303 #> #> #> $loadings #> $loadings$X #> comp 1 comp 2 comp 3 comp 4 comp 5 #> 1 -0.1239594050 -0.244535344 5.523121e-02 0.061252647 -0.159935177 #> 2 0.0089716695 -0.063699170 8.069105e-02 -0.295692934 0.010133672 #> 3 0.0976499084 -0.060296514 -2.973501e-05 -0.085590960 -0.052329175 #> 4 -0.0004774699 -0.014094436 -1.901746e-02 -0.109684831 0.019599599 #> 5 0.1044456611 -0.179708460 -1.924306e-01 0.065670464 -0.120506003 #> 6 -0.0755022221 0.007462449 -1.724237e-01 -0.040576544 0.053167201 #> 8 0.2231603742 0.012597861 -9.965085e-02 0.122619849 0.149047623 #> 9 -0.0270590654 -0.104515020 1.356983e-01 -0.166802260 -0.029717297 #> 11 0.1414861054 0.195313952 4.937046e-02 0.297205853 0.113519489 #> 12 -0.1548778973 0.141947922 1.765090e-02 0.240213916 0.066566255 #> 13 0.0336979349 -0.191898890 5.200035e-02 -0.015824932 0.118537131 #> 14 -0.1355615174 0.074939965 -1.934491e-01 -0.090712740 0.100115209 #> 15 0.0122438452 -0.132419804 2.381668e-01 0.066217819 -0.059079277 #> 16 0.0766735276 -0.129311518 -1.962902e-02 0.068012821 -0.034076880 #> 18 -0.1339605397 -0.059254193 1.231403e-01 0.113026629 0.038487537 #> 19 0.0268710321 0.064722353 7.748739e-02 -0.047585657 0.175973999 #> 20 -0.1589863283 0.108348541 -1.307060e-01 -0.056276670 0.069274742 #> 21 -0.0564418821 -0.008105828 1.088825e-01 -0.033565865 -0.235746273 #> 22 -0.0294597706 -0.090309696 8.692343e-02 0.176845206 0.070711696 #> 23 0.0338496084 -0.031477162 7.897525e-02 -0.136491456 -0.051589079 #> 24 0.0376110607 0.028659443 -2.736456e-01 -0.116214390 -0.132222640 #> 25 -0.2241377088 0.011355079 -1.633876e-02 0.141818807 0.027205514 #> 26 -0.1296084071 0.191001262 -6.997534e-02 -0.019909788 0.019325475 #> 27 0.1023178050 -0.079439659 -4.602433e-02 -0.050000262 -0.041942331 #> 28 0.0935613859 -0.130037601 -7.508572e-02 -0.025980824 -0.180826893 #> 29 -0.0760806517 0.186257274 1.053752e-01 -0.178299575 -0.153052735 #> 31 0.1703242731 0.128366625 2.391873e-01 0.122687898 -0.025735336 #> 33 -0.1343036617 -0.002014173 2.397163e-01 -0.148366753 -0.028570126 #> 34 -0.0546759773 0.065990824 -8.138513e-02 -0.087315616 0.201038122 #> 35 0.1540592458 -0.001796560 3.709776e-02 0.177165932 0.114980026 #> 36 -0.0448244125 -0.025918213 -1.968926e-02 -0.012572258 0.085680924 #> 37 0.1694407348 0.205692459 -4.996651e-02 0.071419004 -0.062329391 #> 39 -0.1365192529 0.172179415 3.304231e-02 -0.068613177 -0.131862568 #> 40 0.0649050528 0.010367372 1.505397e-01 0.116577495 -0.073348864 #> 42 0.1035618924 -0.191908088 -4.009308e-02 0.066656480 -0.107307198 #> 43 -0.1433808901 0.132747080 1.637820e-01 0.184270824 -0.043297708 #> 44 -0.0462636688 0.007122345 5.037369e-02 -0.206890538 -0.235568936 #> 45 -0.0911787631 0.159206560 2.125362e-02 -0.127888559 0.090299770 #> 46 0.0123335383 -0.073665242 -2.653771e-01 0.114480464 -0.089412902 #> 48 0.0368246413 -0.100694597 -1.110335e-01 -0.175335734 0.069156290 #> 50 -0.0016428160 -0.039426473 5.473848e-02 -0.030089423 0.064738545 #> 51 -0.0820541562 -0.082987114 1.553136e-01 -0.012722233 0.091687388 #> 52 0.1907476787 -0.151718135 8.467620e-02 -0.143882290 0.051686439 #> 53 0.0272671727 -0.098101597 1.715684e-01 -0.140793790 -0.161443321 #> 54 0.1677997173 0.307135338 9.825017e-02 -0.075498180 -0.005253580 #> 55 0.2604452028 0.203188163 1.764022e-01 -0.091090747 0.009849996 #> 56 -0.1360621500 -0.039423475 1.904496e-01 0.101608490 -0.060467902 #> 57 -0.2133494694 -0.040983140 1.502081e-01 0.060216696 0.069827259 #> 58 -0.0081258424 0.247651114 -1.665242e-03 -0.206399447 -0.014175418 #> 59 -0.0806476741 0.139800920 -1.486392e-01 0.080293934 -0.191003953 #> 60 -0.1375523519 0.050833385 -5.892596e-02 0.071343396 0.002495839 #> 61 0.0635279996 0.103643369 -1.496627e-01 -0.104066977 0.031668433 #> 62 0.0737524362 -0.058651991 2.134054e-01 0.027677882 0.218817764 #> 63 0.3172200194 0.108468653 8.930572e-02 0.127214338 -0.014920131 #> 64 0.0434184442 -0.266646816 -1.688452e-02 -0.087646795 0.170427912 #> 65 0.1802669465 0.026223558 1.163098e-01 -0.149511465 0.117286035 #> 66 -0.0296171291 0.021201943 -4.369862e-02 -0.073371661 0.141222841 #> 67 -0.1798138898 -0.088121670 3.231637e-03 0.169492387 0.229432910 #> 68 0.0016195311 -0.030514672 -1.324317e-02 0.074338968 -0.034595496 #> 69 0.1300697438 0.057707782 2.884627e-02 0.002537632 0.139572820 #> 71 -0.0269977242 -0.004984667 -1.441960e-02 0.030151837 -0.290171398 #> 72 0.0759946059 0.175511258 -4.241615e-02 -0.004084746 0.009647277 #> 73 0.0738727652 -0.055153450 9.297695e-03 -0.147374358 0.180741761 #> 75 0.1151611984 -0.146894432 -3.158123e-02 -0.036330906 0.133229250 #> 76 0.1372950074 -0.046988519 -1.950710e-01 0.176793248 -0.045722968 #> 77 -0.1175405666 -0.046927323 -1.383556e-02 -0.107696837 0.237155441 #> 79 -0.1352773560 0.086170787 -1.037232e-01 -0.094534186 0.251523107 #> 80 -0.1579829409 0.002882398 1.872117e-01 0.031065302 -0.025736235 #> comp 6 #> 1 -0.064675221 #> 2 0.088268014 #> 3 -0.078249621 #> 4 -0.038374596 #> 5 -0.037786152 #> 6 0.189542414 #> 8 0.002125323 #> 9 0.022183188 #> 11 0.021377693 #> 12 -0.072634953 #> 13 -0.113800869 #> 14 0.072460544 #> 15 -0.207176997 #> 16 0.163212744 #> 18 0.159249625 #> 19 -0.158006131 #> 20 0.013240863 #> 21 0.031554498 #> 22 0.107176896 #> 23 -0.165710475 #> 24 -0.033316264 #> 25 0.024635421 #> 26 0.019211413 #> 27 -0.167124456 #> 28 -0.162540910 #> 29 -0.039587622 #> 31 0.028907935 #> 33 -0.040725507 #> 34 -0.173721593 #> 35 0.062681783 #> 36 -0.221427087 #> 37 0.038644320 #> 39 0.139832066 #> 40 0.084335163 #> 42 -0.194713174 #> 43 -0.065096422 #> 44 0.097973411 #> 45 0.079465130 #> 46 0.010118758 #> 48 0.150518322 #> 50 -0.189752316 #> 51 -0.161933758 #> 52 0.118523415 #> 53 -0.081703828 #> 54 0.026219339 #> 55 0.097276159 #> 56 -0.107184689 #> 57 -0.077141935 #> 58 -0.037013198 #> 59 -0.076731286 #> 60 -0.265505553 #> 61 -0.273116462 #> 62 -0.077679112 #> 63 -0.108785757 #> 64 0.228796575 #> 65 0.010405007 #> 66 -0.142506618 #> 67 0.060918945 #> 68 -0.097829202 #> 69 -0.097559055 #> 71 -0.215348324 #> 72 -0.108460347 #> 73 -0.097820346 #> 75 0.031854451 #> 76 -0.009087165 #> 77 -0.141790006 #> 79 -0.101286364 #> 80 0.174753560 #> #> $loadings$Y #> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6 #> Y 1.627834 1.804896 1.318141 1.961246 0.8675755 1.705644 #> #> #> $names #> $names$X #> [1] "1" "2" "3" "4" "5" "6" "8" "9" "11" "12" "13" "14" "15" "16" "18" #> [16] "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "31" "33" "34" "35" #> [31] "36" "37" "39" "40" "42" "43" "44" "45" "46" "48" "50" "51" "52" "53" "54" #> [46] "55" "56" "57" "58" "59" "60" "61" "62" "63" "64" "65" "66" "67" "68" "69" #> [61] "71" "72" "73" "75" "76" "77" "79" "80" #> #> $names$Y #> [1] "Y" #> #> $names$indiv #> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15" #> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30" #> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45" #> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60" #> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75" #> [76] "76" "77" "78" "79" "80" #> #> #> attr(,"class") #> [1] "pls" #> #> $XplanScal #> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 #> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253 #> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 #> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888 #> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197 #> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325 #> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283 #> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973 #> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag #> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421 #> Siege T N M STADE #> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003 #> #> $XplanCent #> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346 #> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500 #> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138 #> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750 #> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790 #> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500 #> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275 #> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750 #> D10S192 sexe Agediag Siege T N M STADE #> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250 #> #> $CoeffCFull #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] 4.175485 5.152737 4.947012 5.065306 5.009874 3.679777 #> [2,] NA 6.333915 6.747604 6.448634 6.267340 10.090575 #> [3,] NA NA 2.928824 5.200803 5.155204 6.640394 #> [4,] NA NA NA 8.496702 9.624836 14.828160 #> [5,] NA NA NA NA 2.956218 6.168335 #> [6,] NA NA NA NA NA 12.497687 #> #> $kernDKsplsDR_mod #> Gaussian Radial Basis kernel function. #> Hyperparameter : sigma = 0.0124044548174821 #>
rm(X_train_micro,Y_train_micro,C_train_micro,cox_DKsplsDR_fit)