MultiGroupO vignette

 

Introduction

The package contains functions to simulate multigroup data from a multivariate normal with different mean, matrix structures of variances and covariances, it will also consider not only biological signal but also considers noise variables for the different sizes of groups that can be balanced or unbalanced. It also contains functions with the new proposed multigroup methods.

For an overview of supported, methods, and defaults together with some basic examples see

  • README of the released version on CRAN;
  • README of the development version on GitHub.

Installation

You can install the development version from GitHub with

# install.packages("remotes")
remotes::install_github("carolina/MultiGroupO")

Contributors

  • Carolina Millapan (author, maintainer)
  • Ferran Reverter (author)
  • Esteban Vegas (author)

Session Information

library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                      n.var=c(20,50))
    datos1 <- as.data.frame(sim.list$x)
    datos1<-subset(datos1,select=-grp)
    grupos <- sim.list$grp
     pca(datos1,grupos,Plot=TRUE,center=TRUE,scale=FALSE)

# $loadings
#              PC1          PC2          PC3          PC4          PC5
# V1  -0.237508509 -0.055263233  0.042344900 -0.085975266  0.127953411
# V2  -0.239304841 -0.094253099  0.041709926 -0.067142069 -0.078967611
# V3  -0.217942532  0.050168640  0.046220555  0.045420133  0.069587762
# V4  -0.210206265  0.106675815  0.028942653 -0.037591237  0.037596590
# V5  -0.214620053  0.062238043 -0.090074609 -0.045580878 -0.007907739
# V6  -0.240929107 -0.087783568 -0.006775755 -0.005962662 -0.098017987
# V7  -0.216810221 -0.019224296  0.058937566 -0.011131545 -0.066323160
# V8  -0.185479523  0.072328686  0.036861954  0.033115573  0.018489864
# V9  -0.201931796 -0.091172666 -0.035941695 -0.022103105 -0.103570766
# V10 -0.190510041  0.080241759  0.029809754  0.033095311  0.062363243
# V11 -0.224459554  0.016289148 -0.043986710  0.085376846  0.036164799
# V12 -0.230187511  0.028382521  0.075507926  0.049724897  0.012802264
# V13 -0.216018602 -0.042420730 -0.002398147 -0.017648105  0.121147225
# V14 -0.236394201  0.060873502 -0.056271893 -0.062317210  0.046274584
# V15 -0.190226712 -0.051528129 -0.036469624  0.005268334 -0.054045909
# V16 -0.208215212 -0.013590339 -0.004958294 -0.093521234 -0.012049413
# V17 -0.198520690 -0.003908659  0.002640575 -0.031947431 -0.025400759
# V18 -0.239912686 -0.040645051 -0.095990319  0.074566295  0.031037255
# V19 -0.224141196  0.018016758  0.040008251  0.083504180 -0.023520527
# V20 -0.225123703  0.020985013 -0.069492097 -0.106363925  0.013981858
# V21 -0.061069624  0.303476348  0.043777686  0.064364848 -0.038518051
# V22 -0.029199030  0.078644088 -0.144738704 -0.125212969  0.025211011
# V23  0.033419238  0.074530773 -0.357086195 -0.015488827  0.122370816
# V24  0.010803313  0.118779289 -0.035737315 -0.238157040 -0.021812995
# V25  0.001835474  0.122008296 -0.068984456 -0.060227435  0.273816008
# V26 -0.039286397 -0.216207207 -0.036734328 -0.109148637 -0.024584325
# V27  0.012249532 -0.035513007 -0.277594155  0.019675685 -0.087677841
# V28  0.045286428 -0.072002982  0.024923032 -0.066740719 -0.164976860
# V29 -0.057406865  0.069905450  0.044567573  0.087984320  0.019129752
# V30  0.026316337 -0.032752083  0.062959012 -0.264811680 -0.251891003
# V31 -0.030305284 -0.371132609  0.012345781 -0.134366757 -0.081671358
# V32 -0.049300887 -0.072448663  0.051899409  0.113933226 -0.170232824
# V33  0.009769517 -0.217964943 -0.057649869 -0.035121584  0.124700912
# V34 -0.017605671  0.012316249  0.149733891 -0.279905573 -0.024229306
# V35 -0.021217873 -0.034098042 -0.173616738  0.081676346 -0.086149044
# V36 -0.057158319  0.109904899  0.105349561  0.159407546 -0.083927514
# V37  0.022116971  0.098113180 -0.142522050  0.005219464  0.143032933
# V38  0.011907933 -0.046252847  0.288517633 -0.223027914 -0.013363608
# V39 -0.047993892 -0.103744901 -0.217717024  0.102121765 -0.168136981
# V40 -0.052943720 -0.044629299  0.084584947  0.225653590 -0.079078017
# V41  0.037891519 -0.040295359  0.097189184  0.061630216 -0.047110107
# V42 -0.027558426  0.178560974 -0.029122604 -0.211188121 -0.172316161
# V43  0.012141072 -0.086071947  0.036094484  0.272511703 -0.199746337
# V44 -0.021402472  0.073566277 -0.195903890 -0.032024006  0.047774535
# V45 -0.001448101 -0.232296286  0.056853925  0.212056390  0.111772598
# V46  0.004125056  0.103123760  0.131186680  0.075833228  0.143891251
# V47  0.013062777  0.231698679 -0.118905934  0.006473625  0.087497435
# V48  0.015168576 -0.003048856  0.126185112  0.139683706  0.043415738
# V49 -0.041429470  0.163129000 -0.048149674 -0.094798848 -0.355016165
# V50  0.013856615 -0.058588667 -0.083868788 -0.123618617 -0.063555687
# V51 -0.019811337  0.081165369 -0.132293844 -0.019687819  0.133436348
# V52  0.020947373  0.164177083 -0.074820517  0.113753065 -0.041785861
# V53  0.029379669  0.006189909 -0.148070953 -0.043008948  0.072162629
# V54  0.037785908  0.077997206 -0.144827965 -0.229360109 -0.120380868
# V55 -0.027454102  0.043748244 -0.005775005  0.014955126  0.272718377
# V56  0.034125575  0.178976440  0.086523365  0.099656456 -0.056775643
# V57  0.049241916 -0.196382354 -0.053098011 -0.153474154  0.049319372
# V58 -0.014321718  0.132088071  0.101651022  0.160719956  0.168866077
# V59 -0.014374324 -0.226358034 -0.121302631  0.159385841  0.090480750
# V60  0.007488699  0.039561372  0.001984218  0.176414738 -0.189117257
# V61 -0.012473454 -0.224728812 -0.168758325  0.083271543 -0.041298944
# V62  0.010132446 -0.074632310  0.148148626 -0.049417005  0.119045340
# V63  0.014404062  0.056413794  0.299481291 -0.093459371  0.031840906
# V64  0.055309431  0.054756370 -0.044294807 -0.191835266  0.185672458
# V65  0.014203324 -0.190787750 -0.090534814 -0.007148296  0.217586750
# V66 -0.028641409 -0.105699655 -0.002941605 -0.119312203  0.126598746
# V67 -0.049785365 -0.096432530  0.036770127 -0.094993662  0.189620964
# V68  0.018926810  0.073293646 -0.176846151  0.140001857 -0.010386108
# V69  0.023306898 -0.078593228  0.271467602  0.044970610  0.101304850
# V70 -0.030925806  0.047222797  0.115533410 -0.036661881  0.073444784
#              PC6          PC7          PC8           PC9          PC10
# V1  -0.014436782  0.072445850 -0.041769555  1.123267e-01 -0.1571835977
# V2  -0.017609871 -0.016226386 -0.016985178  3.268542e-02  0.0779770045
# V3  -0.010517768  0.042457571  0.022633580  6.568975e-02  0.0289552387
# V4  -0.098201259 -0.038312623  0.104982572 -1.661451e-01 -0.1444356563
# V5  -0.035750257  0.020200668 -0.032621922 -1.462228e-02  0.1230075288
# V6   0.045813679  0.041553621  0.013880081  3.746969e-02 -0.1120214692
# V7   0.035110302  0.096499221  0.099962063  7.471496e-02  0.1083725903
# V8   0.163781983 -0.108165743  0.059331526 -2.626192e-02 -0.0218306885
# V9   0.033758788 -0.024976604 -0.131003209 -5.819943e-02 -0.0905879570
# V10  0.063957953 -0.066025926  0.005571001  1.424502e-01 -0.0084370244
# V11 -0.037471992 -0.045366836  0.105514412 -1.414503e-02  0.0673054486
# V12  0.091192623  0.002031135  0.027308071 -8.089132e-02 -0.0425164591
# V13  0.092897908 -0.021616251 -0.054670500 -2.723635e-02  0.0893834662
# V14 -0.083649588  0.034777047 -0.136381201  8.526322e-02 -0.0041740857
# V15 -0.006776881 -0.110436818 -0.054931329 -1.067854e-02 -0.0845774210
# V16 -0.039734325 -0.012753868 -0.036587926  1.246905e-01  0.0054582336
# V17  0.087239742  0.147562734  0.025273370 -5.455649e-02  0.0874903794
# V18 -0.103067319 -0.043635544  0.078008383 -3.112354e-02 -0.0399904614
# V19  0.041849344 -0.030760124  0.054803339 -1.527837e-01 -0.0850409630
# V20 -0.007355837  0.098444503 -0.029040405  6.271048e-03 -0.0568364284
# V21 -0.344639491  0.076360518 -0.020876377  1.533769e-01  0.1037116220
# V22 -0.166797253 -0.092489020  0.094333418 -1.862975e-01  0.0873122711
# V23  0.075989827 -0.098831879 -0.084725713 -2.188666e-02 -0.0006565362
# V24  0.049016655 -0.010915373  0.042958441  2.041601e-02 -0.1652805817
# V25 -0.005381372 -0.218582990 -0.167482195 -2.525896e-02  0.1550363190
# V26  0.052290068 -0.186998088  0.107884138 -6.005869e-02  0.2025145185
# V27  0.019948423 -0.183219874  0.121224302 -1.908342e-02 -0.0255129031
# V28 -0.033105205  0.076086732  0.141451317 -7.592714e-02 -0.1323553210
# V29  0.014641637  0.169051310 -0.173548370 -3.442397e-02 -0.1491449104
# V30 -0.044168624 -0.011939850 -0.046299232  7.293416e-02 -0.1463618740
# V31 -0.119974395  0.179785226 -0.094580362  1.449943e-01  0.2683510887
# V32 -0.049357934 -0.135337703 -0.132183012  1.696092e-02  0.0487278544
# V33  0.255215851  0.040676720 -0.061248686  4.017032e-02 -0.1362570605
# V34 -0.039192975 -0.123620760  0.048810802  1.020765e-02  0.0881527070
# V35 -0.195241487  0.007719464 -0.075901701  2.764412e-02  0.3494916871
# V36  0.014421059  0.024350644  0.056288986 -1.770506e-01 -0.0491375335
# V37  0.063926521  0.157059991  0.021124663  3.053814e-01 -0.0550280371
# V38  0.054288244 -0.100194801 -0.147955633 -8.936196e-02  0.1992398711
# V39  0.074949231  0.050780888  0.114642280  6.849273e-02  0.1891783457
# V40 -0.057340853  0.144849851 -0.144461095  1.187136e-01 -0.1520982506
# V41 -0.034832071 -0.064445674 -0.245436271  1.839415e-01  0.0048418024
# V42 -0.068779434 -0.146266007  0.052582766  9.847256e-02  0.0081688775
# V43 -0.018020018  0.197984090  0.061835051  1.316847e-02  0.0955842152
# V44  0.312614216 -0.128198587 -0.181309101  2.303130e-01 -0.0449198640
# V45 -0.038066251 -0.199500489 -0.062548663 -3.660876e-05 -0.1138329836
# V46 -0.009045058 -0.115713468  0.230805919  2.801590e-01 -0.1505888740
# V47  0.069434975  0.102059120 -0.288070073 -1.992905e-01  0.0189520978
# V48  0.115194232  0.014607579  0.231300282 -1.398450e-01  0.0936437749
# V49  0.134268208  0.035756194 -0.031910694 -4.662058e-02  0.1445707451
# V50 -0.036428245 -0.133524966 -0.127911299  6.442730e-02 -0.0918286814
# V51 -0.022776463  0.079348408 -0.017491629 -1.016699e-01  0.1396935022
# V52  0.168608771 -0.118907920  0.241639859  2.282067e-01 -0.0041954256
# V53  0.068750774  0.453785777 -0.096038888  1.494687e-02 -0.0032169345
# V54  0.005384525 -0.003438246  0.081250940 -7.465781e-03 -0.0317973225
# V55  0.005028284 -0.122932706  0.011829654  1.153678e-01  0.2895094345
# V56 -0.123264200 -0.035828105 -0.101869980  1.461299e-01  0.0760450448
# V57 -0.224792929  0.042606332  0.115847683 -1.740112e-02 -0.1031782784
# V58 -0.161844714  0.034612398 -0.006156842 -2.845974e-01  0.0679198821
# V59 -0.139310981  0.009861651  0.016399364  1.332953e-01 -0.1336751512
# V60  0.106623954 -0.164971599  0.213203353  2.135490e-01  0.0529073868
# V61 -0.193467567 -0.257172087 -0.240496224 -5.816324e-02 -0.1347870608
# V62  0.085906100  0.047861547 -0.055543774  2.093105e-01  0.1403519459
# V63 -0.092914308 -0.131548543 -0.001431412 -1.829366e-02 -0.1487259511
# V64 -0.096618466  0.195602764  0.084930293  1.122920e-01 -0.1273983366
# V65 -0.070643523  0.063496505  0.290095550 -4.679319e-02  0.1016167339
# V66  0.259410503 -0.021407500  0.123214141 -1.195426e-01  0.0360458057
# V67 -0.208509408 -0.063889194  0.106072727  1.728997e-02 -0.0776158443
# V68 -0.107751095 -0.189305780 -0.108793981 -5.161702e-02 -0.0573032954
# V69  0.259243007 -0.069252014 -0.193420321 -3.214198e-03  0.1175128840
# V70 -0.224351722 -0.026160044  0.016950720  2.268354e-01  0.1272884015
#             PC11         PC12         PC13          PC14         PC15
# V1   0.013878875 -0.023371864  0.035538031 -0.0056046254 -0.049828937
# V2   0.009504647  0.156776518 -0.198401558  0.0057787996 -0.112250061
# V3  -0.097936247 -0.025733581  0.003537743 -0.0177554716 -0.007271134
# V4   0.091143096 -0.037529680 -0.022616976  0.0716849316 -0.067500918
# V5  -0.083681912  0.086619294  0.037783928 -0.0368332993  0.026668714
# V6   0.040504736 -0.105137430  0.042984386  0.0757920511  0.085766213
# V7  -0.021643272 -0.047934668 -0.070069575  0.0941720048  0.001210580
# V8   0.145370856  0.048244810  0.131144133 -0.0540269989  0.041447970
# V9  -0.075214310  0.032103819  0.125743889  0.0938869583  0.013325614
# V10  0.027655083  0.063396720 -0.101579921 -0.0452988947  0.011543637
# V11 -0.197265441  0.053625707  0.089611862  0.0706764303 -0.024076074
# V12  0.080357247  0.018882879  0.004879223  0.0006987063 -0.029225220
# V13 -0.097010737 -0.015331516 -0.077943766 -0.0596220747 -0.058817628
# V14  0.092041611 -0.123110987 -0.024576992  0.0982122681  0.108774733
# V15 -0.007792241  0.134518702  0.110892793  0.0115275724  0.032970554
# V16 -0.014048553  0.008618662  0.110580389  0.0424884168 -0.000113107
# V17  0.111177648  0.013523901 -0.091182342 -0.0832527476  0.074772231
# V18 -0.010622745 -0.083021542  0.009660189  0.0323325192  0.089222443
# V19  0.111467843 -0.037318941 -0.037918146  0.0100396383 -0.036522177
# V20 -0.055890396  0.030904123 -0.008494586 -0.0379030677 -0.009211174
# V21  0.255107349  0.034672942 -0.085332510 -0.2936796328 -0.063994846
# V22 -0.046169570 -0.080092866  0.096128761 -0.0292165691 -0.213791450
# V23  0.147452733  0.106595045 -0.001962097  0.0896604426 -0.116424213
# V24 -0.037333307 -0.001449628  0.198728462 -0.1475692223 -0.151866976
# V25 -0.092579489  0.228854620 -0.059891994 -0.1605614525  0.016279873
# V26  0.084501676  0.043608751  0.159209852 -0.1429670922  0.346434215
# V27  0.085353080  0.030629432 -0.077344874  0.1548084696 -0.179552921
# V28 -0.112800540  0.191676032  0.121531682 -0.0788379418 -0.049690215
# V29  0.215686328 -0.043285921  0.079889277 -0.0991267636 -0.192369017
# V30  0.033133074 -0.025158688  0.173310622 -0.1207627840  0.003955296
# V31 -0.056714108 -0.074803280 -0.238394653  0.0140245293 -0.204029529
# V32  0.050753066  0.115051635  0.049322868  0.1041633550  0.175525169
# V33  0.096680156 -0.133944744  0.164249124 -0.1554619515 -0.020197040
# V34  0.049624321 -0.176478732  0.254335613 -0.0769227337 -0.080561533
# V35 -0.113070335 -0.077949878  0.131495183 -0.1570902429 -0.016573194
# V36 -0.177894667 -0.114074420 -0.247918322 -0.0754899212  0.035828286
# V37 -0.105126779  0.063975875  0.057578683  0.1163327614  0.135558393
# V38 -0.009046750 -0.076232608 -0.030317387  0.0416257456 -0.080930893
# V39  0.005354724 -0.162603497  0.028985886 -0.0697927134  0.026501577
# V40 -0.187714717 -0.235313659  0.037001030 -0.2133722619  0.101382272
# V41  0.134134505  0.046233432 -0.041018246  0.0041011408  0.010918778
# V42 -0.090971926 -0.098515405  0.113084085 -0.0089309229 -0.011264199
# V43  0.043265801  0.265737110  0.156591250  0.0860415247  0.047049945
# V44  0.034765897  0.030440871  0.002611181  0.0135064212 -0.055717017
# V45 -0.157008305 -0.315365359  0.113859817 -0.0651629968 -0.058814759
# V46 -0.034148848 -0.013500559 -0.061756211 -0.1247126235  0.028115919
# V47 -0.118194244 -0.112668830  0.083286809  0.1065595914  0.242814716
# V48  0.052323657  0.136890443  0.024348475 -0.1251460538 -0.145088485
# V49 -0.072690698  0.035611383 -0.027962536  0.1376648361  0.109975366
# V50  0.017915340  0.249280342 -0.004367117 -0.3815909966  0.375707176
# V51  0.238357915  0.095922532 -0.001449835 -0.0298373822  0.062182710
# V52  0.175152986 -0.249587988 -0.115312808  0.0082629442  0.110856260
# V53 -0.101297686  0.075086945  0.011763797 -0.0492622621  0.100257049
# V54 -0.025770786 -0.135046451 -0.192553887  0.0343801926 -0.031752664
# V55 -0.083194575 -0.163290037  0.063750994 -0.0121117123 -0.016392831
# V56 -0.225129882 -0.047164364  0.265580850  0.3173286802  0.048815905
# V57  0.375616705 -0.138390835  0.023531228  0.3495070832  0.284631023
# V58  0.126909789 -0.034721294  0.072244363  0.0004942241  0.170259790
# V59  0.032031329  0.229717199  0.153021471  0.0661418798 -0.191385829
# V60 -0.073135884  0.138933023 -0.036245867  0.0192126985  0.061154111
# V61 -0.018021067 -0.038971441 -0.355420105 -0.0580961797  0.038593743
# V62  0.099724124 -0.112075309 -0.052847764  0.0241661523  0.100477428
# V63 -0.124449821  0.110597009 -0.194280150  0.0809511788  0.221565641
# V64 -0.149049956  0.039175284 -0.139787219  0.0946433030  0.014861146
# V65 -0.044258516 -0.075211795  0.105671497 -0.0997941188  0.188873926
# V66 -0.207320680  0.089463367 -0.177953880  0.1285518420  0.095204952
# V67 -0.204842356  0.192217247  0.117140375  0.0651933881 -0.009248936
# V68 -0.066718928 -0.067500135  0.038735558  0.1540960671 -0.035705568
# V69  0.133770086  0.096217039  0.121531891  0.1762208869 -0.096176112
# V70  0.131179864  0.139165099 -0.030964827  0.1542778404 -0.051362957
#             PC16          PC17          PC18         PC19          PC20
# V1  -0.022472191  0.0709310252 -0.1058443587  0.101667212  0.1353774716
# V2   0.034204451 -0.0184458387  0.0046451348  0.024193589 -0.1544840962
# V3   0.018579828 -0.0446644626  0.0514986897 -0.068052050  0.0740595389
# V4  -0.112664473  0.2036779890 -0.0514304604  0.112619696  0.0489952121
# V5   0.064047895  0.1473211628  0.0686464275 -0.075699874 -0.0060974910
# V6   0.091779418 -0.1190150750  0.0006803417  0.005929388  0.1117145119
# V7   0.107884276  0.0325563001 -0.0588504381  0.061190526 -0.0806035483
# V8  -0.118833529 -0.1655851497 -0.0448529839  0.117770742  0.0941700171
# V9   0.099135040 -0.0433193570 -0.0385241832  0.091744766 -0.1428086570
# V10 -0.033461582 -0.1043945267 -0.0965493514 -0.068621479 -0.0496586988
# V11 -0.139284225  0.0163674140 -0.0631170878  0.056710203 -0.0869023444
# V12 -0.040947853 -0.0124703363  0.1971347745 -0.049888779  0.0380084763
# V13  0.098458620  0.1234019846  0.0711332567 -0.110690844 -0.0491332557
# V14  0.081859426  0.0306144662  0.0028938104 -0.049587858 -0.0023109723
# V15 -0.052081341 -0.0389197452  0.1210715828 -0.064877946  0.0148810041
# V16 -0.005073889 -0.0669901559 -0.0522546281 -0.006159744 -0.0628652246
# V17 -0.011512126  0.0348688659 -0.0015367754  0.011729121  0.0790488701
# V18 -0.042373669 -0.1003900270 -0.0774870367  0.059509418  0.0119734225
# V19  0.114425750 -0.0003858545 -0.0414097127  0.096078966  0.0257316993
# V20 -0.057531500  0.0617911633  0.1274574096 -0.021298792  0.0053462963
# V21  0.080944930 -0.1540022739  0.1556203137 -0.092974988  0.0817446636
# V22 -0.215263637  0.2510239801  0.0803306202 -0.108918967  0.1130198291
# V23 -0.157953988 -0.0062036747  0.2186560649 -0.155059952  0.1066772528
# V24  0.208114998 -0.0833818862 -0.1242991479 -0.295226503 -0.0773835473
# V25  0.091072351  0.0473750551 -0.0503383916  0.084296457 -0.1969919767
# V26 -0.089694111 -0.0199157849  0.1517136460 -0.087287054  0.0075758120
# V27  0.043538116  0.0550513101 -0.1091356470  0.046655025  0.2252975630
# V28  0.052593697  0.0459291549 -0.1656276487  0.117180645 -0.2588338474
# V29 -0.196314067  0.1055093337  0.0387374024 -0.028713491 -0.3358347833
# V30 -0.219678711 -0.0215372930 -0.0720333306  0.046083174 -0.0006880799
# V31 -0.090569694 -0.0417607912 -0.0802549897 -0.097831091 -0.0558792999
# V32 -0.204526475  0.0506298470  0.1469365781 -0.094920591  0.1297569394
# V33  0.154780821 -0.1174896518 -0.0092053118 -0.041861955  0.2114998451
# V34  0.168962090  0.2054266633  0.0220563059  0.038476598 -0.0294147070
# V35 -0.095698537 -0.0070861523  0.0207843229  0.293640225  0.0281807550
# V36  0.226822511 -0.1201482538  0.0244314993  0.014966725  0.0565138408
# V37  0.017065255  0.1033016565  0.1784226085  0.235298781  0.0610834085
# V38  0.050262847 -0.2383171601 -0.0319541994  0.030369354  0.0407334655
# V39  0.150665483  0.2516655902 -0.0094534360 -0.177274507 -0.0496287129
# V40 -0.095638099 -0.0481426003  0.1420240552 -0.066205567 -0.0512729198
# V41  0.067991709  0.3843293911 -0.1239932058  0.172186759  0.1360808354
# V42  0.061020531 -0.1338356579  0.0989096706 -0.070513842  0.0750818259
# V43  0.154538014  0.1225771807 -0.1912015043 -0.146606524  0.2205898457
# V44 -0.065730806 -0.0917673188 -0.1847936598 -0.146061400 -0.2104645302
# V45 -0.196716418 -0.0045580207 -0.1559676694 -0.058197085  0.0857040484
# V46 -0.156356387  0.2093293014 -0.2633139549  0.040471925 -0.0168647552
# V47  0.007670435  0.0030537629 -0.1979592830  0.122993931  0.0568054564
# V48 -0.171388011 -0.2132287800  0.0815089533  0.060848556 -0.0382602170
# V49 -0.237232232 -0.0407367136 -0.3103346780 -0.103617864 -0.0049053411
# V50  0.092802531  0.0060365865  0.0057822818  0.078349443 -0.0312817100
# V51 -0.027577121 -0.0198915930 -0.2317026128  0.137541981  0.0954082598
# V52  0.075971112  0.0593747799 -0.0493828351 -0.034256248 -0.1315041575
# V53 -0.025766353 -0.0645058941 -0.0687131523 -0.241075096  0.1084817674
# V54  0.262138040 -0.0549212848 -0.0388211965  0.101216203  0.1041353593
# V55  0.062278288  0.0403478605 -0.0258116528 -0.222755380  0.0767253359
# V56  0.102177252  0.0199694944  0.1400841284  0.023161222 -0.2253931522
# V57 -0.028642936 -0.0272591483  0.0738508320 -0.111489340 -0.2170248563
# V58  0.080546945 -0.0174789031 -0.2026160916 -0.288173285 -0.1932941018
# V59  0.269969833 -0.0844406373  0.0813620943  0.052923638 -0.0334822204
# V60 -0.055186350 -0.0903423000  0.0451601803 -0.174478477 -0.0388602005
# V61  0.022136383  0.0131048037 -0.1028793856 -0.123600863 -0.1259134308
# V62 -0.135483649 -0.1645896015 -0.0652224489  0.135428093  0.1122333357
# V63  0.050773688  0.1478192909  0.1046055688 -0.140956535  0.2179641933
# V64 -0.194682803 -0.0527917207  0.1076571278 -0.075166288  0.0083681191
# V65  0.082358782 -0.0616735081 -0.0516523288  0.132425882 -0.1230984740
# V66 -0.032823497  0.0690915372  0.1300434403  0.071626543 -0.1542154464
# V67 -0.019179268 -0.0728375773 -0.2713443742 -0.201752197  0.2085891813
# V68  0.056114224 -0.3203133016  0.0114214937  0.117276513  0.0658680117
# V69  0.112065643  0.0839253603  0.0632511449 -0.084400404  0.0238480509
# V70  0.001933019 -0.1741823957 -0.1440038442  0.051871760 -0.0603990055
#             PC21          PC22          PC23         PC24         PC25
# V1  -0.023366021  0.0367774448  0.0117847837  0.023415220 -0.010023771
# V2  -0.079694062  0.1398818023  0.0168358337 -0.062950685 -0.087872601
# V3   0.172481565 -0.0501863992 -0.0183200803  0.010272182  0.083933782
# V4   0.042121321  0.0594994011  0.0741400969  0.047629530  0.042501809
# V5  -0.140567713 -0.0758199659 -0.0512094351  0.024577906 -0.009107759
# V6   0.042062275 -0.0581706871 -0.1125539721  0.044872798  0.064448637
# V7   0.096885088 -0.0137988569 -0.0047507798  0.097463001 -0.203413392
# V8  -0.044672840  0.0493111811 -0.0495313388  0.045154217  0.071244091
# V9  -0.068564709  0.0667981339 -0.1359719906 -0.119335433 -0.083303620
# V10  0.024519946 -0.0540465700  0.1495183463 -0.070096729  0.140991778
# V11 -0.010231555 -0.0295058206 -0.0425718478 -0.038021125  0.051116885
# V12  0.013306534 -0.0060056140 -0.0887917798 -0.003747082 -0.009327635
# V13  0.051628179 -0.0559252932 -0.0048051934  0.097808804 -0.069220720
# V14 -0.093509166  0.0740089857 -0.0272374342 -0.152205081 -0.014551814
# V15 -0.113004535 -0.0767874026  0.0318466159  0.017903951  0.073045779
# V16  0.120695265 -0.1057676333 -0.0650450210 -0.013156878  0.079846352
# V17  0.063783781  0.0506889204 -0.0480202973  0.031956069 -0.071087658
# V18 -0.050903163 -0.0298666749  0.2130165831  0.152623289  0.047571084
# V19  0.021453529  0.0157595484  0.1301953111 -0.094062538 -0.160360688
# V20 -0.091269860  0.1197378363  0.1438018745  0.125612147  0.009876059
# V21 -0.040914194  0.0633424580 -0.0231532065  0.124627447 -0.219386706
# V22 -0.006531460 -0.1288168759 -0.0127756148 -0.003186587  0.056357460
# V23 -0.079486692 -0.0724606373 -0.1259460501  0.068739989 -0.209513786
# V24  0.046437061  0.1093046595 -0.1737064862  0.058687561 -0.088698990
# V25  0.277958468  0.0042482017 -0.2897629692 -0.020100686 -0.107721023
# V26 -0.153491113 -0.0183871941 -0.1474736637  0.184959422  0.029542688
# V27 -0.042682065 -0.1659864474 -0.1098234520 -0.065502089 -0.124303574
# V28 -0.196892444  0.0662133282 -0.1348786662  0.265665127  0.077981315
# V29  0.159449428 -0.2544850756 -0.1440270473  0.098188361  0.201399135
# V30  0.099578232  0.2571352834 -0.0703099073 -0.223709756 -0.174413752
# V31  0.099516832 -0.1159494289  0.1062498935 -0.006710197 -0.026016552
# V32  0.303867763  0.0664218999 -0.1703723537 -0.127626718 -0.220213255
# V33 -0.077208293 -0.0117842362 -0.0720520787  0.106985030  0.068397437
# V34  0.227067024  0.1582742916 -0.0020826465 -0.074413924  0.160999957
# V35 -0.204121169  0.2330613969 -0.1575027353  0.099476542  0.020345924
# V36 -0.055204391  0.0046597992 -0.3295797946 -0.076827298  0.009698285
# V37  0.198756871  0.0421748760  0.0006224061  0.092894769  0.137985178
# V38 -0.070707965 -0.1388804087 -0.1276484218  0.094289306 -0.061100607
# V39 -0.020609124 -0.0008856597 -0.1203260416  0.007573855  0.032893802
# V40 -0.023400632 -0.0587108688 -0.1328026025 -0.233201632  0.019440020
# V41  0.030304169 -0.1378335440 -0.0580355224  0.162848642  0.064396647
# V42 -0.134558035 -0.2839815534  0.2417642013  0.086389045  0.006301128
# V43  0.135282430  0.2010371304  0.0743276300  0.217328825  0.023708359
# V44 -0.097320079  0.1587589361  0.0571473113  0.041367961  0.058230848
# V45  0.024790552  0.0049992470  0.0134206659  0.111109788 -0.066717762
# V46 -0.146816113 -0.0679688209 -0.0464929786  0.037331913 -0.275337871
# V47 -0.053245229  0.1036275378  0.1125627345 -0.159724781 -0.188054777
# V48 -0.019056230  0.1921101939  0.1176099057 -0.036180583  0.075578797
# V49  0.107767351 -0.2174541800 -0.0827410671 -0.058566821  0.165915113
# V50  0.111340278 -0.1579449292  0.2965021210 -0.002112944 -0.001502251
# V51 -0.206891346 -0.0760294532 -0.1152611958 -0.286167782  0.211730183
# V52 -0.045153237  0.0726190040 -0.1885884568  0.067104954 -0.008277903
# V53 -0.096146017 -0.0071014459 -0.0803432899  0.061561652  0.005770405
# V54  0.122663059 -0.0305032487  0.0689592063  0.004747589 -0.030504598
# V55  0.055636508  0.2709423440  0.1625691131 -0.189481279  0.228983338
# V56 -0.236207957 -0.0864403504  0.0709645093  0.070539183 -0.148958899
# V57  0.011740240  0.1391871754 -0.0451843288 -0.017069916 -0.028804620
# V58  0.120035834 -0.1059711576  0.1045442961  0.148978355 -0.085056003
# V59 -0.002559867 -0.1110954997 -0.0224186628 -0.266149746 -0.013840725
# V60  0.081019917 -0.0451511638  0.0601691431 -0.191346135  0.009863483
# V61 -0.132499089  0.1407256150  0.0406479193  0.063143967  0.111509094
# V62  0.007742645 -0.0909749397 -0.0383952990  0.168769114 -0.189305973
# V63 -0.169436386  0.0075170584 -0.1934805474 -0.009180008  0.307200224
# V64  0.024305503  0.0275534299 -0.1056186760  0.048015037  0.039474899
# V65  0.061140946 -0.3220387737 -0.0798727024 -0.159651412 -0.022110390
# V66  0.073730375  0.1135158872  0.0130232052  0.130846255 -0.096266230
# V67  0.030400728  0.0203454970 -0.0982118325  0.003821678 -0.163414579
# V68  0.316596033  0.0488720263 -0.1033648583  0.308354860  0.174395566
# V69 -0.149846236 -0.0868343457  0.0223930197 -0.041085986 -0.054550871
# V70 -0.083560130  0.0533458353 -0.1282525743  0.004962968  0.202005184
#             PC26          PC27         PC28          PC29         PC30
# V1  -0.151028519  0.0978220638  0.236513143 -0.0186838181 -0.034452326
# V2  -0.070975936 -0.2481510593  0.149231522  0.0022616365 -0.064128581
# V3  -0.065417839 -0.0007531375  0.062692561  0.0479803287 -0.037392472
# V4   0.087705775 -0.0741775086  0.058564411  0.1042636276  0.003538247
# V5   0.124720861 -0.0514157534  0.109733555  0.0343913644 -0.072934999
# V6  -0.121423167 -0.0228161970 -0.044501463  0.0707179561  0.119317551
# V7   0.036079569  0.0103426460 -0.099087886 -0.0037026029  0.083971709
# V8  -0.006060245  0.0518457997 -0.029471972  0.0056098859  0.162618685
# V9  -0.027124852 -0.0670709504  0.008366066  0.1794176558  0.047824061
# V10  0.087669946 -0.0228464687  0.004915135 -0.0005829663 -0.269418632
# V11  0.084941915 -0.0539982043  0.047723108 -0.0928386503 -0.239274960
# V12 -0.101268633 -0.0554409619 -0.080241565 -0.0042524652  0.054866284
# V13 -0.063202771  0.0295277672 -0.130271876 -0.0520966372 -0.023162231
# V14  0.250107158  0.0567766916  0.204219367 -0.0344278054  0.154914177
# V15  0.027799469  0.1786353018  0.090532037  0.1678832092 -0.146096171
# V16  0.070839084 -0.0871083408 -0.122222066 -0.1636690879  0.056071332
# V17 -0.175235936  0.1159914862 -0.051508246  0.0682158991 -0.021767282
# V18 -0.095473754 -0.0100576972 -0.035188207  0.0170470830 -0.138372167
# V19  0.131479522 -0.0971386236 -0.054224285 -0.0712758778  0.099260804
# V20 -0.057354737  0.1421289704 -0.216210890 -0.1112420898  0.135276730
# V21 -0.053300679  0.1018378667 -0.017135244 -0.2532520962 -0.073761629
# V22 -0.032822593 -0.1149242589  0.053805779 -0.1614996812 -0.090443817
# V23 -0.179844513  0.0296948855  0.186296361  0.1671785730  0.066380652
# V24  0.139771112  0.0650737072  0.027762537  0.1088296322 -0.014656797
# V25 -0.230947002  0.0894966815 -0.119617164 -0.1059661284  0.002264264
# V26  0.187083857  0.0376177443 -0.033770013  0.1181294644  0.241670090
# V27  0.138316927  0.1356877452 -0.329252708  0.0267054343 -0.281997503
# V28  0.049657610  0.1004066833 -0.083231646 -0.0897218953 -0.095730070
# V29  0.097289229 -0.1069232540 -0.106157292  0.2050424199 -0.030401974
# V30  0.043052556 -0.0753557128  0.080329014 -0.1398784676 -0.217099572
# V31  0.175302814  0.1460686578 -0.008060553 -0.0880741702  0.017408524
# V32  0.178824764  0.0851121008 -0.018893081 -0.0720902227 -0.086941956
# V33  0.022259309  0.0944866252 -0.035662052 -0.2526313702 -0.117090845
# V34 -0.091081693  0.0346251811 -0.076832280  0.0494448009  0.136556240
# V35 -0.077209454 -0.1314189029 -0.070953297  0.0150155152 -0.042266591
# V36  0.047060755 -0.2245293176 -0.024122865 -0.1146487247  0.006817990
# V37 -0.113084437 -0.0381364900  0.122627581 -0.0380945805 -0.225108450
# V38 -0.125892498  0.0885338931  0.286277008  0.2503556692 -0.207732631
# V39 -0.051398977 -0.1898921849  0.078903222 -0.1374151054  0.090618308
# V40 -0.091708203  0.3041354082 -0.180356313  0.1274607835 -0.041507731
# V41  0.105909592  0.0653562291 -0.065319032  0.1093164800  0.088362817
# V42 -0.074882001  0.0234836556 -0.289099605 -0.0629500793 -0.011418531
# V43 -0.054768988  0.0710666741  0.035033620  0.0559528183 -0.054118304
# V44  0.012866052 -0.0382258277  0.030211445 -0.2371619722  0.001605444
# V45 -0.072537345 -0.0196593685  0.147140219 -0.2126633864  0.058772260
# V46 -0.245014415  0.0016127066 -0.003558972  0.0807875440  0.198853500
# V47  0.037695691  0.0049185302 -0.267964917  0.0512880936 -0.025695560
# V48 -0.062820645  0.0259934603 -0.024726324  0.0231843017  0.067190177
# V49 -0.294572090  0.1059968560  0.063229605 -0.1567796345  0.165366249
# V50  0.061457480 -0.2100971315  0.075469255  0.0176213994 -0.027095834
# V51  0.114701244  0.1688084992  0.132320389 -0.1391387934  0.114803107
# V52  0.190208858  0.0515602901  0.057580575  0.1115698734 -0.210315946
# V53 -0.097178933 -0.1767954181 -0.029784682  0.1337693043 -0.080307049
# V54 -0.107678906  0.0245043661  0.130621717  0.0924590321  0.099536597
# V55  0.015520532  0.0367170230 -0.069534931  0.2043116298 -0.030787292
# V56  0.033789539  0.0833854755  0.173562323 -0.0382842390  0.065289934
# V57 -0.295799235 -0.0630670124 -0.125470476 -0.0807960552 -0.124043738
# V58  0.068908319  0.1183737025  0.122459980 -0.1197122613 -0.022675087
# V59 -0.061621785  0.1329472433  0.073936093 -0.1391980876  0.195080021
# V60 -0.025264688 -0.0934287587 -0.019579597  0.0958671435  0.093513517
# V61 -0.124136684 -0.0105711581 -0.067487769  0.1308112508  0.016336029
# V62  0.131502265 -0.1341669592 -0.016835741 -0.0298277647  0.025990457
# V63 -0.038990517  0.0214196421  0.032058935 -0.2226417839 -0.096401376
# V64  0.238830917 -0.1523312641 -0.073267844 -0.0309186484  0.273354327
# V65 -0.054720268 -0.0678899440  0.021073023  0.0083374695 -0.137408285
# V66  0.090464346  0.3449357676 -0.024208450 -0.1212713092 -0.027147101
# V67  0.069849871 -0.1190460967 -0.102251140  0.1617209990  0.013169842
# V68  0.076472184 -0.1159340339  0.034117172 -0.0426676071  0.101247468
# V69 -0.102989010 -0.3352633493 -0.196514442 -0.1318680426 -0.072609729
# V70 -0.009074416  0.0523756154 -0.206907816  0.0779608537 -0.004437291
#             PC31         PC32         PC33          PC34          PC35
# V1  -0.028882184 -0.102442946  0.217283258 -9.228430e-02 -0.1046226993
# V2  -0.026832349  0.020423709 -0.004247129  7.643634e-02  0.1922428421
# V3   0.107505186  0.105820998  0.037607199 -2.177131e-01  0.0988155059
# V4   0.151232402  0.073252856 -0.228299176  5.903591e-03  0.0602263640
# V5   0.132682127 -0.057880002 -0.086167320 -1.511216e-01 -0.0077716290
# V6   0.036104673 -0.126656257  0.038251236  4.386864e-02 -0.0492291578
# V7  -0.091115784 -0.045250949  0.161056515  1.865527e-02  0.0932170552
# V8   0.105490309 -0.070423271 -0.230359919  1.385519e-01 -0.2273934200
# V9   0.017913678 -0.110656519 -0.106119724  1.776786e-01  0.0955165374
# V10 -0.071466842  0.098886145 -0.056782954  2.213711e-01 -0.0372485229
# V11  0.012624208  0.079145318  0.020994526 -1.516789e-01 -0.0563123806
# V12 -0.084174804  0.138741698  0.003192251 -1.867394e-01  0.0945638072
# V13 -0.044076842  0.042739835  0.116202140  3.555980e-02 -0.0976259001
# V14  0.171455298  0.064857601 -0.022926469  2.515135e-05  0.1938604751
# V15 -0.081566778  0.054223482  0.318110193  3.618162e-02 -0.1808023913
# V16  0.076522120 -0.104198642  0.108780831 -1.773339e-01  0.0225924320
# V17 -0.318499699 -0.201511353 -0.131134099  1.124069e-01 -0.0317979151
# V18 -0.113956243 -0.145726613 -0.048035455  1.508349e-01 -0.0299190071
# V19  0.068359960  0.100800717 -0.232244919 -4.912096e-02 -0.0980657832
# V20 -0.051338558  0.239561212 -0.024902477  5.744400e-02  0.0833257481
# V21  0.117006975 -0.076220220  0.132632283 -7.871953e-02 -0.0709288634
# V22 -0.236942703  0.216633669 -0.091473366  1.989293e-01 -0.0978805612
# V23 -0.177278574 -0.074253636  0.013237152 -3.753796e-02  0.2394000304
# V24 -0.127842266  0.190148965 -0.118795746  1.206800e-01 -0.0001451417
# V25  0.098929148  0.046140353 -0.257457243  4.783645e-02 -0.1083144779
# V26 -0.045695527  0.092478364  0.079779915 -5.836028e-02 -0.1990332631
# V27  0.204470783 -0.018728843  0.050742858  2.527573e-03  0.1078832548
# V28 -0.147155513 -0.121907674  0.042263822 -2.995283e-01  0.0175153056
# V29 -0.045457262  0.074963640  0.073890087  2.630317e-02  0.0492337970
# V30 -0.004758007 -0.053841021 -0.015295548  4.956659e-02  0.0560193294
# V31 -0.169258591  0.043072737 -0.143217698  7.290412e-02 -0.1285719473
# V32 -0.113889747 -0.062642604  0.070242801 -2.373123e-02  0.0404066753
# V33  0.143938777  0.183305319 -0.032835068  1.447225e-01  0.3185678681
# V34  0.002516997 -0.024006631  0.218506737  2.128598e-01 -0.0404196378
# V35  0.092303249  0.098610169  0.025726645  1.137235e-01  0.1276774425
# V36 -0.123872016  0.048470536  0.257787658  1.564193e-01  0.0155925799
# V37 -0.074131424 -0.009364020  0.054945347  1.002086e-01 -0.0980532467
# V38  0.121244365  0.126716280  0.047067281  2.290391e-03 -0.0149090057
# V39 -0.019714076 -0.192224791 -0.095272027 -4.094511e-02 -0.0026830222
# V40 -0.104985885  0.023718320 -0.235269746 -1.253985e-01  0.1240761042
# V41 -0.040194069 -0.228207759 -0.004925944  1.759527e-01  0.2083520769
# V42  0.004862895 -0.133270548 -0.044350831  6.456408e-02  0.0658635765
# V43  0.003453716  0.356733100 -0.030264808  2.077959e-02  0.0014996081
# V44 -0.055624241 -0.145287495  0.096808857  1.318940e-02 -0.0495207900
# V45 -0.146633973  0.053967965  0.050436568 -5.011561e-02  0.0975898694
# V46  0.061565612  0.180036652  0.083619645 -2.315724e-03  0.0396490378
# V47 -0.205336825  0.139541521  0.174823911  5.440804e-04 -0.1450308123
# V48 -0.153504503 -0.189418745 -0.087978894  6.915150e-02  0.1914724495
# V49  0.153234437  0.088891202 -0.050449204 -1.002903e-01  0.0205427112
# V50 -0.112289410  0.130762917 -0.077258262 -1.255565e-01  0.2058076931
# V51 -0.216407837  0.048197088  0.080959961  1.167123e-02  0.0975565889
# V52 -0.154532182  0.068473550 -0.159703077 -7.909428e-02 -0.1489768075
# V53  0.146489991 -0.086735364 -0.090116730  1.447371e-01 -0.0452796975
# V54 -0.319703745  0.094602797 -0.049526791 -1.998871e-01  0.0933509389
# V55  0.051252637 -0.099195536 -0.023406829 -2.369559e-01  0.0829392655
# V56 -0.081637731  0.039912649 -0.186466458  1.376296e-01  0.0755275171
# V57  0.032600413  0.084841461 -0.034837752 -2.245265e-02  0.0231461862
# V58  0.008026312 -0.146469790  0.087616461  1.593258e-01  0.1409652778
# V59 -0.033563422  0.059536859 -0.052226313  3.418994e-02 -0.2512327556
# V60  0.020180130  0.095551689  0.167369346  2.894963e-01  0.0994291082
# V61  0.086925342  0.077054010  0.045189918  6.026294e-02 -0.1175772018
# V62 -0.030598519  0.058586491 -0.135984611  4.243467e-02 -0.1432244529
# V63 -0.091107117 -0.090160483 -0.179986420  8.762811e-02 -0.0122681206
# V64  0.031735095  0.084637299  0.092656642  4.172149e-02  0.0332473189
# V65  0.022163371  0.009367070  0.035000927  7.138797e-02  0.1132274308
# V66  0.096904492  0.013002841  0.035759946  6.764366e-02  0.2085810467
# V67 -0.105451133 -0.223206124 -0.072840451 -5.334026e-02  0.0209689903
# V68 -0.068956120  0.004785676 -0.072993241 -4.335399e-02  0.0632653389
# V69 -0.151026346  0.075481827 -0.018739285 -1.769504e-01  0.0204601455
# V70 -0.173265776  0.155779609  0.008523417 -1.926606e-02  0.2086913859
#             PC36         PC37          PC38         PC39          PC40
# V1   0.099629009  0.101737692  0.1825999479 -0.066409816 -0.0960681241
# V2  -0.257001430  0.004693920  0.0753658984 -0.082941605  0.0185356285
# V3  -0.098525173  0.219608009  0.0168117457 -0.074736866  0.0352474953
# V4  -0.066359448 -0.203021669 -0.1658417489 -0.075136895  0.2874124139
# V5   0.088048899  0.223596194 -0.1292520999  0.130423252  0.1055679280
# V6   0.103513284  0.079188077 -0.0544769974 -0.142671635 -0.0221191368
# V7   0.004739673  0.095038168  0.0056445008  0.046411077 -0.0225841859
# V8  -0.184564561 -0.060232765  0.1437952820 -0.011606980 -0.1672731555
# V9   0.170320785  0.068882909  0.0979093140  0.095236978  0.1437959255
# V10  0.148706527  0.041333717  0.1331871729  0.079917719  0.0393954794
# V11  0.180928995 -0.132762808  0.0316643021 -0.155867251 -0.0005815588
# V12 -0.040200477  0.050473409 -0.0965680601  0.115781949 -0.1774626894
# V13 -0.097690286  0.040222651  0.0477311791 -0.044707000 -0.0446063316
# V14  0.075764004 -0.079276189 -0.0004735149 -0.002819955 -0.2451997932
# V15  0.059454918 -0.221742532 -0.1386136379  0.153246778 -0.1889154430
# V16  0.175840880 -0.038855668  0.1024123135  0.053515227  0.2146575418
# V17  0.075942253 -0.014365533 -0.0626114638  0.014938055 -0.0007105639
# V18 -0.167433249 -0.083137624 -0.0026077593  0.013613665 -0.0651301969
# V19 -0.229274523  0.095806387  0.0800166542  0.108094091  0.0650375814
# V20  0.139653921 -0.083996329 -0.2441529867 -0.047749082  0.0227939229
# V21 -0.082393398 -0.072939977  0.0882555436 -0.247433606  0.0642200277
# V22  0.037015564  0.161725243  0.1588492822 -0.084403973 -0.0245216453
# V23 -0.014046865 -0.078305096  0.0736463264 -0.087157996  0.0238602161
# V24 -0.067566849  0.195517510  0.0826897654 -0.046677491  0.2016564934
# V25  0.149266636 -0.114595249  0.0151491316  0.182983685 -0.0619066178
# V26 -0.186462076  0.004848422  0.1565382101  0.009741999  0.1523626998
# V27 -0.149468820 -0.050068768 -0.0617494494  0.045419846  0.0109916200
# V28 -0.150731515  0.089788606 -0.0101796841  0.008654102 -0.0314470053
# V29 -0.122285166  0.007532898 -0.1329922734 -0.044924045 -0.0346182133
# V30 -0.017567406  0.003765540 -0.0910980798 -0.108498308 -0.2001094474
# V31 -0.188065188 -0.124326630 -0.1283264401  0.096024579 -0.0584517001
# V32 -0.020747383  0.099731304 -0.0631355024  0.298303208 -0.0064929489
# V33 -0.129579137 -0.084591737 -0.0172422448  0.094348962 -0.1295496312
# V34 -0.024159913 -0.176142266 -0.0194282863 -0.052017631 -0.0979757536
# V35 -0.044285680  0.194913062 -0.0693543350 -0.014291949 -0.0602229850
# V36 -0.131315083 -0.127022634  0.0210463957  0.196285463  0.0712501924
# V37 -0.374449934 -0.010648683 -0.0067383124  0.098935700  0.1897053447
# V38 -0.028010599 -0.030964584 -0.3317832501 -0.060650005  0.2042642911
# V39  0.100019999 -0.247287674 -0.2924021055 -0.095480868  0.0675056555
# V40 -0.071910949 -0.190199121  0.1386392905 -0.173511009  0.1793162535
# V41 -0.025652664  0.182053643  0.0804287323 -0.110425906  0.0330443930
# V42  0.131767296  0.105297310 -0.0729700351  0.142897235  0.0568228907
# V43  0.186480237 -0.164599195  0.0986252254  0.020004646  0.0884778877
# V44 -0.027605655 -0.119798669 -0.0482194619  0.050501866  0.2500263222
# V45  0.070413181  0.180054477  0.0158715462  0.115379522  0.1172869379
# V46 -0.065810716 -0.056898036 -0.2329240367  0.191154361 -0.0281864161
# V47 -0.058519695  0.094804102 -0.2117140504 -0.203675213  0.0344593631
# V48  0.073245479  0.081458663 -0.1682459232  0.075655405 -0.0174568914
# V49 -0.214073250  0.074708837  0.0548530814 -0.061135207 -0.1432077003
# V50 -0.039527778 -0.011562750 -0.1298789625 -0.029103354 -0.0678218333
# V51 -0.006124401 -0.066638924 -0.0237677797 -0.009956645  0.1761210883
# V52  0.097362275  0.131768527 -0.1022828587 -0.099485431 -0.2899110753
# V53  0.031542900  0.143812663 -0.0307552873  0.116667468 -0.1552523758
# V54  0.018145808 -0.016500222  0.1230158804  0.087084264 -0.0363525142
# V55 -0.195276844  0.105271128 -0.0429017073  0.088875337 -0.0192829146
# V56 -0.136094146 -0.156203125  0.0961006821  0.077379603 -0.1286743602
# V57 -0.037408716  0.068316959 -0.0282535919  0.065073270  0.1641842937
# V58 -0.081593694  0.092039060 -0.0800772959  0.009416284 -0.0641113298
# V59 -0.069694337  0.289882294 -0.3075373247 -0.136926207 -0.0271927011
# V60 -0.026634309  0.101424076 -0.0305687743 -0.269296218  0.1147032461
# V61  0.013476551  0.028710110  0.1121224713 -0.092180637 -0.0984200560
# V62  0.142162165  0.043126822 -0.0183131672 -0.133201236  0.1159517051
# V63 -0.005498101  0.074274035 -0.1725189191 -0.077350931  0.0203151476
# V64  0.024069176 -0.041471320 -0.0118986241  0.019671481 -0.0735748194
# V65  0.073968225 -0.073768913  0.1100310264 -0.103370503 -0.0780826611
# V66  0.027309307  0.095395571  0.0220417688 -0.302384507 -0.0061982275
# V67 -0.146759838 -0.205832549 -0.0183741519 -0.181143425 -0.0716783594
# V68  0.013271833 -0.061622449 -0.1820355272 -0.149146693 -0.0939105071
# V69 -0.028399221 -0.080803297  0.0835928635 -0.195272050 -0.1453495732
# V70  0.086871550  0.037823211  0.0629138122  0.085308879 -0.0562201291
#              PC41         PC42         PC43          PC44         PC45
# V1  -0.0321603951  0.069025948  0.010407926  0.0878530797  0.174291583
# V2  -0.0481287003 -0.008005156 -0.096452402 -0.1226085529  0.029587699
# V3  -0.0064080456 -0.226804364  0.095141276 -0.0516559473  0.124237782
# V4   0.1113701340  0.009003342 -0.051653422  0.0408690014 -0.048696552
# V5   0.0843875268  0.108980882  0.015934354  0.0488547897  0.059575215
# V6  -0.1003813595  0.267939905  0.125679986 -0.1979258158  0.076335922
# V7  -0.0993834051  0.179576571 -0.133063757 -0.1343383546 -0.013725495
# V8  -0.0021296681  0.054502165 -0.194307747  0.1136194430 -0.106437275
# V9  -0.1898412533 -0.162652437 -0.077225707  0.1780425639  0.105029098
# V10  0.0618236795  0.059538392  0.139386346  0.2127406329  0.062296974
# V11 -0.0990950853 -0.100450265 -0.120036187 -0.1240086004  0.171720133
# V12 -0.0418001238 -0.054842617 -0.102153325 -0.0422510780 -0.085299299
# V13  0.3516820168 -0.061849788 -0.071421567 -0.1000210215  0.032997375
# V14  0.1159644460  0.133905107  0.161099237  0.0109065214 -0.029304508
# V15  0.0085923030  0.010457255  0.126827610  0.0413027123 -0.184378208
# V16  0.2585786419 -0.241130290  0.061036810  0.1729059693 -0.072359982
# V17 -0.0282827673 -0.036879760 -0.102113270 -0.3412957862 -0.085798758
# V18 -0.1312701768 -0.070303316  0.206517128  0.2084571019 -0.083009598
# V19 -0.1113292318 -0.015206809  0.021861475 -0.0072746203 -0.141124937
# V20 -0.0646963964  0.054794190 -0.134021677  0.0268716118  0.070953274
# V21 -0.0739994691 -0.040161858 -0.132169172  0.1720248215 -0.086848804
# V22  0.0312060391 -0.094146692  0.085524988 -0.1305836490  0.024787350
# V23 -0.0587787475  0.017825810  0.105905241  0.1492410257  0.110051953
# V24  0.0208572087  0.281002129 -0.036738833  0.1755178666 -0.060801795
# V25 -0.0927211141  0.058271499  0.172668691 -0.1190405941  0.015960606
# V26  0.0326271303 -0.138977397  0.108871749 -0.0591360775 -0.072965905
# V27 -0.2154136743 -0.184062964 -0.084139368  0.0017613360  0.031046813
# V28 -0.1632185170  0.098190588  0.112899348  0.0254198163  0.165025057
# V29 -0.1066840140 -0.012585829  0.088537823  0.0228978630 -0.085723802
# V30  0.0720084644 -0.075344352  0.220862927 -0.1804304135 -0.292000473
# V31  0.0682796928  0.106531614  0.045068264  0.1781324578  0.141662543
# V32 -0.0410605459  0.129045151 -0.184265390  0.1920798516  0.098561153
# V33  0.0072940273 -0.014907653  0.060345970 -0.1159116448  0.219090719
# V34 -0.1527123755 -0.230476441 -0.153749406  0.1752897739  0.218896105
# V35  0.0722410957  0.098842916  0.019793913  0.1061999021  0.052428763
# V36  0.1604971663 -0.125192316  0.164899080 -0.0024126457  0.024872241
# V37 -0.0006071156  0.125091366 -0.033464602 -0.0409183947 -0.080626774
# V38  0.0243157339 -0.051389866 -0.183047774 -0.0576651820 -0.085177803
# V39 -0.1441156582  0.012990811  0.104034646  0.1110405184 -0.189218339
# V40  0.0399464696 -0.032577723  0.009037610 -0.0150626432  0.053303212
# V41  0.2237017954 -0.084672211 -0.033882436 -0.0122709741 -0.073219158
# V42  0.1075202760  0.109649722 -0.001733736 -0.1433766721 -0.063781873
# V43  0.0387709084 -0.030192713 -0.014605386 -0.0301696326 -0.062150092
# V44  0.0341885504 -0.091372812 -0.176259718 -0.0876486462 -0.024399002
# V45 -0.1362245934 -0.046023856 -0.198368385  0.0049708730 -0.266922623
# V46  0.0975627238  0.030232993  0.141079537  0.1336059879  0.019471828
# V47  0.0150902395  0.008747027  0.015645453  0.1298410215  0.027356912
# V48  0.2370830564 -0.114820157 -0.034699719  0.1661455958  0.163652744
# V49  0.0438554009 -0.009264121 -0.060266800  0.0968182673  0.048578602
# V50 -0.0423923098 -0.126856141 -0.122987895 -0.0149081478  0.090733954
# V51  0.0176341015  0.051381814 -0.047919141 -0.1185954647  0.026363441
# V52  0.1551414653 -0.142941671 -0.204069865 -0.0135174985  0.119087415
# V53 -0.0079701611 -0.275752172 -0.095343737  0.1218234611 -0.150587548
# V54 -0.0608382698 -0.168198825  0.064279820  0.1631127702 -0.089302691
# V55 -0.1470870331  0.048174082  0.093757196 -0.0565264484 -0.065810120
# V56 -0.0031170778 -0.156835971 -0.072935578 -0.0913587657  0.044451971
# V57  0.1873781510 -0.021912342  0.043270457 -0.0035968354  0.136945847
# V58 -0.1332150919 -0.068360020  0.062739038 -0.0758219920  0.070803549
# V59  0.0390171197 -0.203714309  0.014539010  0.0002045986 -0.055875163
# V60 -0.1155228066  0.080348328  0.104491301 -0.0710240814  0.071492249
# V61 -0.0085436527  0.023162931 -0.136269463 -0.0296648401 -0.007138070
# V62 -0.2612085370 -0.152526689  0.258682625 -0.0006602251  0.184974035
# V63 -0.1704181818  0.029613405 -0.027060982  0.1734629022  0.014925987
# V64 -0.1597915663 -0.024349834 -0.235626686 -0.0670988125 -0.001065796
# V65  0.0388793536  0.231301886 -0.283043618  0.1707798280 -0.180751725
# V66  0.0400443427 -0.112777534  0.138589624  0.1568285790 -0.292912541
# V67  0.2081423721 -0.023378057 -0.017744165 -0.0927169217  0.083336100
# V68  0.1450164846  0.107102623  0.016595818  0.0350027357  0.003867456
# V69  0.0181280199  0.157572121 -0.003563157  0.1757304530 -0.070328562
# V70 -0.1142605972 -0.085449946  0.033663406 -0.0432722175 -0.306317386
#             PC46          PC47         PC48          PC49          PC50
# V1  -0.137399681 -0.1446294493 -0.180774033  1.814134e-01  0.1007777708
# V2   0.071118616 -0.1815588268  0.159705764 -1.429348e-02  0.0985731158
# V3   0.071259797 -0.0440069293 -0.066839074 -1.642495e-01 -0.1625165854
# V4   0.032425700  0.1420130786 -0.074698120  2.892447e-01 -0.0350410406
# V5   0.024968417  0.2322849508 -0.152785302 -7.766902e-02  0.0311502303
# V6   0.072410384  0.3896034580  0.055499134 -4.133084e-03  0.1042125023
# V7   0.085135581 -0.2568899160  0.147343357  4.696897e-02  0.0015679061
# V8   0.347573656 -0.0305417512 -0.209561610  1.667293e-01 -0.0641438443
# V9   0.145535088  0.0722169813  0.335419789 -9.005736e-02 -0.1166976506
# V10 -0.095184391 -0.0479481702 -0.061281771 -4.484587e-02  0.0268167086
# V11 -0.195731480  0.1869501954  0.097061131  1.633535e-01 -0.3201926771
# V12  0.038368794 -0.0972878803  0.122812576 -2.344632e-01 -0.1337016301
# V13 -0.187150104  0.1374568083 -0.090622289  1.997405e-02  0.1313374373
# V14 -0.025346492  0.0588568122  0.016599607  8.572917e-03  0.1175958519
# V15  0.139355273 -0.2385603356  0.192790986  5.899095e-02  0.0014858117
# V16  0.248794923 -0.0568195976  0.032983841 -9.469451e-02  0.1743313897
# V17  0.106070312  0.1398801377 -0.188824945 -1.464726e-01 -0.0063775280
# V18 -0.074386894 -0.0498785141 -0.131306796 -1.304043e-01 -0.0002862049
# V19 -0.308601483 -0.1588992701 -0.018504626  1.853511e-02  0.0161645141
# V20 -0.232550605 -0.0700840852  0.004531489 -4.751239e-02  0.0368170628
# V21  0.096863171  0.1559616383  0.106112299 -8.815901e-02 -0.1094991127
# V22  0.293924972 -0.1114660780 -0.007249196  4.747815e-05 -0.0814628313
# V23 -0.113420049 -0.0114072028 -0.092330742  2.923951e-02  0.1553107404
# V24 -0.087343392 -0.0562234245  0.020327518 -1.173477e-01 -0.0239862963
# V25 -0.007639985 -0.0403069738  0.061705395  7.616519e-02  0.0658540675
# V26 -0.187274613  0.1335198862  0.177634895  1.870233e-02  0.0145772529
# V27 -0.030603327  0.0677637662  0.023666087 -1.058113e-01  0.2193445508
# V28  0.064209397 -0.0432806353 -0.198266921  2.597601e-02 -0.0851873734
# V29  0.008472869  0.1250999283 -0.082891265 -7.304636e-02  0.0837668909
# V30 -0.169272981  0.0924273515 -0.022251334 -1.252095e-01 -0.0123255294
# V31  0.126402021  0.1676021941  0.135092637  2.560798e-02 -0.0540244908
# V32 -0.053625470  0.0140434731 -0.262085945  1.111499e-01 -0.2115294368
# V33  0.147219517  0.0690158810 -0.007619400  6.492827e-02 -0.1253018100
# V34 -0.158694483  0.0277486731 -0.055459611 -1.107543e-02 -0.0108859846
# V35  0.031254975 -0.0711562550 -0.007044244  1.881781e-01  0.1517557867
# V36 -0.034315428  0.0004209685 -0.227223724  4.977895e-02  0.0162270634
# V37 -0.114049909  0.0935033035  0.239623147  2.155032e-02  0.0334395760
# V38  0.005387412 -0.1071368167 -0.139328557  4.515343e-02 -0.0021386439
# V39 -0.028396668 -0.1852310643 -0.087091381  5.067190e-02 -0.0425815909
# V40 -0.030210513 -0.1952013804  0.016109874  1.733540e-01  0.0441558538
# V41 -0.049139562 -0.1297152645  0.005043026 -3.597510e-02 -0.1706174941
# V42 -0.124533235 -0.1150867182 -0.003187981  1.337708e-01 -0.1171290734
# V43  0.047935944 -0.0181606619 -0.085190786 -1.296005e-01  0.1517639399
# V44  0.050455306  0.0179582108 -0.118473921  7.084283e-03  0.0123933252
# V45 -0.006901441  0.1268907214  0.104485311  5.036181e-02  0.1804217857
# V46  0.069249411  0.0936085335  0.065334581 -1.061272e-01 -0.2230677088
# V47  0.177413280  0.0695231273  0.006221445 -3.988413e-02  0.0757547244
# V48 -0.132518640  0.1015718249  0.083768502 -9.750178e-02  0.1337590461
# V49 -0.133153504 -0.0385264487  0.052055195 -4.859607e-02  0.1415831160
# V50  0.118524268 -0.0025258347 -0.072030422  7.061662e-02  0.1203194337
# V51 -0.109609349 -0.0840890624  0.069620972 -1.298990e-01 -0.2556288434
# V52  0.008266694 -0.0656369468  0.138142242  8.841708e-02  0.1276402451
# V53 -0.133179014  0.0050134215  0.046931224  1.672849e-01 -0.2517837121
# V54  0.048304468  0.2109118290  0.006042154  2.078339e-01 -0.1033031395
# V55  0.103165487 -0.0502154846 -0.101364366 -1.028141e-01 -0.0574522066
# V56  0.002578239  0.1254316136 -0.192824189 -2.177577e-01 -0.0019327136
# V57  0.079846880 -0.1006685421 -0.059394348  3.309357e-02 -0.0644734110
# V58 -0.032996565 -0.0029217918  0.140492105  2.478384e-01  0.0634182082
# V59 -0.028893065 -0.0349573100 -0.096208760  1.022827e-01  0.0398353123
# V60  0.081489661  0.0739106401 -0.078638775  1.533558e-01 -0.1042914343
# V61 -0.102220868  0.0686877857 -0.113646777 -1.595746e-01 -0.1730565670
# V62 -0.106282547 -0.1445680039 -0.114204144 -1.449230e-01  0.0199234943
# V63  0.032154439  0.0148651908  0.112822814 -9.881583e-02  0.1703007761
# V64  0.048486113 -0.0951916439 -0.139662505  2.287157e-02  0.1082007820
# V65 -0.046043362  0.0240356037 -0.146627307 -2.344544e-01  0.0230461935
# V66  0.089319409  0.0029401312 -0.062495593  3.580760e-02 -0.1319882253
# V67 -0.001481478 -0.0581147589  0.069972240  1.731460e-02  0.0454222526
# V68 -0.070641558 -0.1081977073  0.077920163 -1.212454e-01 -0.2127488430
# V69 -0.056092651  0.0847679444  0.056899529  1.348047e-01 -0.0932688753
# V70 -0.074614607  0.1485762667 -0.089821147  2.404633e-01  0.0737560067
#             PC51          PC52          PC53          PC54          PC55
# V1   0.303904501 -0.1366261944 -0.0923479126 -0.0416472214  0.0530648690
# V2   0.001293070  0.0593847654 -0.0597084236 -0.0887438804 -0.0259306685
# V3   0.242859829  0.1928972060  0.0780140847 -0.1364758764  0.0501607347
# V4   0.008286556 -0.1980200114  0.3364107243 -0.0462878653 -0.2190442386
# V5   0.004806016  0.2510081652  0.0526024756 -0.1329663307  0.0180184516
# V6  -0.060276632  0.1155560358  0.0884472624 -0.0822733716  0.0669061767
# V7  -0.203225015 -0.3013131821  0.0480982525 -0.0949490008  0.1608246843
# V8   0.111097358  0.1254726214 -0.2350472926  0.0157464442  0.0112647723
# V9  -0.093875308 -0.0140441982  0.0067372256 -0.1284967837 -0.1944596004
# V10  0.004004728 -0.0964712325 -0.0589455974  0.0333679981  0.0507413828
# V11 -0.029956573 -0.0744869317 -0.1921583871  0.2291086390  0.0724137748
# V12  0.276483685  0.1093710813 -0.0938041278  0.2032659693 -0.2178791597
# V13 -0.277054652  0.0765104046 -0.1058641550 -0.1127940226 -0.1821651947
# V14 -0.087718562  0.0008356890  0.0097716354  0.2892944838  0.0515619183
# V15 -0.112561655  0.2118807768  0.3419856403  0.1115482934  0.0319499635
# V16 -0.016289604 -0.2034125714 -0.0937263724 -0.0233966850  0.1085632864
# V17  0.110169399 -0.1793321576  0.1016187413  0.1703566836  0.1366419193
# V18 -0.117749446 -0.1362507098 -0.1129039222 -0.2641920292 -0.1316176731
# V19 -0.171975365  0.2653323869  0.0002419336  0.0827381071  0.1229814762
# V20  0.128238954 -0.0230345786  0.0742799310 -0.0711519173 -0.0492351598
# V21 -0.162529043 -0.0205945769  0.0602736370  0.0677868071 -0.0701842079
# V22 -0.098882791 -0.0201973602  0.1796217250 -0.0094480710  0.1168544614
# V23 -0.048602917 -0.0017224112 -0.0830625893 -0.0163849179 -0.2069598433
# V24  0.160676153 -0.1299134626  0.0285990797  0.1749434741  0.0816417492
# V25 -0.010451949  0.0236399036 -0.0146446670 -0.0412919776 -0.0870562681
# V26  0.118526272 -0.1877509391  0.0064651845 -0.1099809074  0.0571976717
# V27  0.217209929 -0.0441104248  0.0273348692  0.0043565649  0.1752870506
# V28 -0.140813547  0.0488291398  0.1004500345  0.0705895382 -0.2047201443
# V29 -0.165700183  0.0278329686 -0.2525606238  0.0406087744  0.1891800421
# V30  0.060009487  0.0074864508 -0.0122626139 -0.2771230723 -0.0573245596
# V31  0.224718386  0.0841502515 -0.0551677262 -0.0086083449 -0.1631457014
# V32 -0.149683400 -0.0457187756  0.0305459405 -0.0619827347  0.0926956409
# V33 -0.204649745 -0.1192580985  0.0092260161  0.0002025621 -0.0045944280
# V34 -0.031931821  0.1541297024  0.0206142574  0.0534447957 -0.0166682272
# V35  0.059051958  0.1162022797 -0.0201630820  0.0025397133  0.2182374738
# V36  0.120338428 -0.0594489871  0.0665222634  0.0916244328 -0.1455295357
# V37 -0.007405411  0.0125922620 -0.0093135217  0.1290178427  0.0645210342
# V38 -0.097364071 -0.0470976993 -0.1210022148 -0.0362029009  0.0521092751
# V39  0.049577643 -0.0356370527 -0.1493072360  0.1116570846  0.0722116785
# V40  0.006308652  0.0878086707  0.0914428615 -0.1377388582  0.1214364089
# V41  0.044961444  0.0986011431  0.0924999877  0.0906352130 -0.1309208126
# V42 -0.023552384  0.1043214567 -0.1905556255 -0.0127740637 -0.0771022172
# V43 -0.079777358  0.1379120093 -0.1284475076 -0.1452706737 -0.0239357454
# V44  0.071505332  0.2575027556  0.2348870241 -0.0722725917  0.1156487242
# V45 -0.060737670  0.0643198108 -0.0784622291  0.1579910152 -0.1775151169
# V46  0.008564270 -0.0347690423 -0.0302460464 -0.1158955461  0.1712416531
# V47  0.012746311  0.0034014041 -0.0818153510  0.0730980925 -0.0945200527
# V48 -0.096770428 -0.0006935755  0.1161418970  0.1110905764  0.2126851869
# V49 -0.128137923 -0.1185592700  0.1891001811  0.1167988100 -0.0624033365
# V50  0.039393689 -0.1016897371 -0.0244711261  0.1096321120 -0.0006248118
# V51 -0.096373452  0.0705433303 -0.1861674406 -0.1760884401  0.0009849279
# V52 -0.056208853  0.0029785117 -0.0162571319 -0.1436703593 -0.1569263736
# V53 -0.031560460 -0.0536173214  0.0754941909  0.0221600602 -0.0131539738
# V54 -0.120353043  0.1893226470  0.0019580315 -0.0790445401  0.2574192904
# V55 -0.145082099 -0.1675733158  0.0709446501 -0.0203408820 -0.1018951059
# V56  0.057032460 -0.0956430414  0.0140133216  0.0268980067  0.0975876060
# V57 -0.003525743  0.1088635909 -0.0701793625  0.1380295972  0.0054311360
# V58  0.226352950  0.0921869538  0.0639689354 -0.1554206101  0.1149500461
# V59 -0.067273654 -0.1544566389  0.0649884958 -0.0235315018 -0.0014183168
# V60  0.009690811  0.0837915257 -0.0451027575  0.0521892394 -0.1382121633
# V61 -0.061303703 -0.0711491173  0.0508425076  0.0454296094  0.1937886138
# V62 -0.121699186  0.1187127167  0.2218580927  0.1746645609 -0.0221002565
# V63 -0.057093268  0.0378585657 -0.0874111386 -0.0532379926  0.0982275039
# V64 -0.082743982  0.0432758480 -0.0036263845 -0.2330839941  0.0191301734
# V65  0.025583763  0.1324027940  0.2480242840 -0.0593945783 -0.0741260499
# V66 -0.025417942  0.0610965971 -0.0860517045  0.0722721178  0.0843997156
# V67 -0.109600360  0.1581363136 -0.0953514438  0.1761546319  0.0863777891
# V68  0.083342621 -0.0435686459  0.0653164331 -0.1382815414  0.0310558006
# V69  0.071639443 -0.0689015747  0.1537427297 -0.1761433024  0.1306893145
# V70  0.076354760 -0.0157662563  0.0749593971  0.0696594938 -0.1127032733
#              PC56         PC57          PC58         PC59        PC60
# V1   1.864292e-01 -0.148077374 -0.0216839008 -0.059182894 -0.04329834
# V2  -2.889545e-02  0.101315108  0.3938725540 -0.134168344  0.01314967
# V3   1.235214e-01 -0.053790841  0.2252537894 -0.102385769  0.15656257
# V4   1.419621e-01 -0.006670336  0.0715128290  0.002800840  0.03485461
# V5   5.454682e-02 -0.059824334 -0.1658607253  0.036592227  0.34040226
# V6  -1.957778e-01  0.116534216  0.1500472087  0.001910991 -0.06701677
# V7   1.715754e-02 -0.188512928 -0.2088349239  0.275697102  0.30253571
# V8  -6.405286e-02 -0.105960218  0.1144969147  0.283385466  0.03257445
# V9  -7.542051e-03 -0.116858344 -0.1210116168 -0.075481457 -0.14283537
# V10 -2.246265e-02 -0.067541641 -0.1299989148 -0.042964993 -0.29933774
# V11 -3.166370e-01  0.015339355 -0.0412638531  0.182910258  0.10044655
# V12 -1.447052e-01  0.138057119 -0.1933649587  0.012150348 -0.14883926
# V13 -1.306641e-01 -0.374183869  0.1131590798 -0.082058597 -0.25101876
# V14 -2.858985e-02 -0.047234376  0.0925727534  0.073384476 -0.10818486
# V15  6.753773e-02 -0.123326882  0.0967595915  0.011709020  0.07309676
# V16  1.335461e-01  0.351439845  0.0857819454  0.166261161 -0.10993826
# V17  1.284506e-01  0.010334733 -0.0927640685 -0.144717872 -0.06260788
# V18 -1.586008e-01  0.096121610 -0.0560837621 -0.173885029  0.20715703
# V19  7.078819e-02  0.112945644 -0.1776232424 -0.011424532 -0.07098144
# V20  2.047534e-01  0.159843137 -0.0599995926  0.127310217 -0.15667978
# V21  5.320521e-02 -0.071705800 -0.0531218590 -0.034548896 -0.02942304
# V22 -1.090453e-01  0.034818857 -0.0003956638  0.004465499 -0.08490337
# V23 -8.745373e-02  0.139186661 -0.0687225372  0.236527511  0.10506086
# V24 -1.413044e-01 -0.055324768  0.1467509092 -0.034912664  0.13430967
# V25  1.486602e-01 -0.017315044  0.0901759224  0.072243467  0.04319189
# V26  2.904161e-02 -0.018836747 -0.0287121227 -0.019637088 -0.06250485
# V27  1.476175e-02 -0.241845172  0.1033104471  0.093676973 -0.09959410
# V28  8.153935e-02  0.017744688  0.1047757017  0.140597776 -0.26989094
# V29  1.907627e-01 -0.036991306 -0.0790918717 -0.002516776  0.06385176
# V30 -3.586886e-05 -0.039906374 -0.0447623255  0.260995125 -0.01116656
# V31  3.063818e-02 -0.003527575 -0.0504610830  0.120857461  0.06416280
# V32 -7.885216e-03  0.151494641  0.1598464877 -0.189701628 -0.06956181
# V33  5.530140e-02  0.133459738 -0.0507399348 -0.121485604  0.05603366
# V34  1.247254e-03  0.049590606 -0.0017830236 -0.012152180  0.16740901
# V35  2.402776e-02  0.051560968 -0.1966211645 -0.082891503 -0.08142115
# V36 -2.153556e-02  0.023907711 -0.0675679610  0.189551511  0.15389903
# V37  2.257332e-02  0.157519650  0.1015679213  0.130884799 -0.03264678
# V38 -6.878346e-02  0.087791558 -0.0481607024  0.074436147 -0.18406500
# V39 -6.704284e-02 -0.087318836  0.1966759251 -0.140110309 -0.08807947
# V40 -1.298404e-01 -0.057294639  0.0003503133  0.048997877  0.01327739
# V41 -1.759637e-01  0.025036280 -0.0242363896  0.161118885 -0.06613379
# V42  5.472232e-02  0.093860441  0.1933530695  0.052722583  0.09863075
# V43 -5.850786e-02  0.027515634  0.0229602817  0.153439997  0.04241197
# V44 -1.440664e-01  0.002712578 -0.2337655599 -0.050854803  0.01531069
# V45  2.024858e-01 -0.135320260  0.1001879138  0.049918549  0.06696345
# V46 -1.439597e-01 -0.009489839  0.0201927412 -0.029417023 -0.06439708
# V47 -3.864434e-02  0.042511957  0.1462255442 -0.014478343  0.02156955
# V48 -3.803435e-02 -0.095407913  0.2366320890  0.173163508  0.05698037
# V49 -3.490788e-02  0.007226372 -0.0708465565 -0.079058172  0.05952699
# V50 -9.534014e-02 -0.171870022 -0.0314492260  0.019870602  0.08455408
# V51  2.008170e-01 -0.088362111  0.1264384190  0.005786690  0.05811218
# V52  1.458447e-01  0.194005858  0.0285216535 -0.040792358  0.07534866
# V53  1.441203e-01 -0.078212033  0.0831103179  0.098409783 -0.02052994
# V54  6.619399e-02 -0.010216459 -0.0382522655  0.115946129 -0.17643315
# V55 -2.728579e-02 -0.035415244 -0.0596511914  0.208052310 -0.12904852
# V56  1.695780e-01 -0.080168536  0.0625047748  0.019887973 -0.03457888
# V57  4.961956e-03 -0.236991160 -0.0554163171  0.077570271  0.03437344
# V58 -1.078441e-01  0.155172528  0.0186910743  0.138200477 -0.15533071
# V59 -1.164359e-01  0.079630867 -0.0512005178  0.038656948  0.02145161
# V60  3.332778e-01 -0.048438086 -0.1033437536  0.087615133 -0.12758869
# V61  9.624995e-02  0.218574285  0.1467957766  0.189763863  0.08338305
# V62 -9.209353e-03 -0.023676201  0.1368960937  0.103483130  0.04349544
# V63  1.178117e-02 -0.075836414 -0.0936260765  0.077993310  0.01513456
# V64 -1.662926e-01 -0.043678370  0.0637227503  0.014437984 -0.10398993
# V65  1.049163e-02  0.088834493 -0.0112135616  0.082750183 -0.07546008
# V66  2.405289e-02  0.028642427 -0.0284509556 -0.101810233  0.12021834
# V67  1.953182e-01  0.116215690 -0.1914940744 -0.160789092  0.03020678
# V68  3.518131e-02 -0.240411418 -0.0548144100 -0.037230787 -0.08477048
# V69  9.593401e-02 -0.014430773  0.0408231887  0.056880808  0.02962739
# V70 -1.426958e-01  0.010804724  0.0356671671 -0.222643857  0.12874442
#             PC61         PC62         PC63         PC64         PC65
# V1  -0.209832790  0.093881969  0.146971311  0.049193705  0.156214007
# V2  -0.068085829 -0.093688880 -0.146054975  0.075649466 -0.013585626
# V3   0.180468406 -0.017035258 -0.162647270 -0.347784787 -0.096224903
# V4  -0.111546069  0.140703760 -0.187222330  0.093175863 -0.174528993
# V5  -0.051866885 -0.223434193  0.127306906  0.349548650  0.174524735
# V6  -0.266472271  0.001724968  0.067125834 -0.171051488 -0.132369701
# V7  -0.095314329  0.039812275  0.008042723 -0.082716439 -0.247882294
# V8   0.106457297 -0.197567485  0.066865570 -0.003703265 -0.084566217
# V9   0.089172525 -0.106231614  0.121045097  0.055180340  0.122618040
# V10 -0.206814870 -0.274175844 -0.311805132  0.086574145 -0.183037893
# V11  0.105522101 -0.009464303 -0.166047243 -0.112553802  0.133846434
# V12 -0.158710484  0.244806920  0.024113771  0.320477957 -0.232474691
# V13  0.055631457  0.043827721  0.082106432  0.028104311 -0.091597656
# V14  0.272046069  0.313748737  0.088988536  0.020750045  0.020242872
# V15  0.008967605 -0.082788166 -0.146610770 -0.031931841  0.131277282
# V16 -0.054467676  0.084471641  0.040911380 -0.016780747  0.125181178
# V17  0.135064325  0.035573302 -0.255972833  0.086489619  0.304027530
# V18  0.318491362  0.268616379  0.095984083  0.030775200  0.052610230
# V19 -0.252008100  0.049536704  0.023499690 -0.272771917  0.339004897
# V20  0.283593434 -0.338949030  0.231928322 -0.194756818 -0.093663811
# V21 -0.052305164 -0.042946369 -0.014491018 -0.003574482  0.059365282
# V22 -0.090079121  0.050663991  0.325737745 -0.045512963  0.028518839
# V23 -0.135461404 -0.037446914 -0.144907462 -0.157208610  0.026779276
# V24  0.132910814  0.076081158 -0.031728651  0.005241592  0.040206095
# V25  0.014634123  0.129048243 -0.043242919 -0.044962088  0.043130812
# V26 -0.044337401  0.018099849 -0.094466499 -0.031268301 -0.009844668
# V27  0.013899041  0.060740341  0.062817538  0.077610908  0.007799347
# V28 -0.025728704  0.094194079 -0.009107185  0.004999530  0.027948292
# V29  0.026889780 -0.006787868 -0.043109158 -0.021980662 -0.076382732
# V30 -0.030568068 -0.086843377 -0.032450215  0.016169436 -0.019784316
# V31 -0.116056036  0.098031036 -0.023973699 -0.105965698  0.109161839
# V32  0.024200029  0.023520959  0.059714552 -0.030889443 -0.121148829
# V33 -0.080846541 -0.110312466 -0.078744872  0.014574989  0.114868056
# V34 -0.147046303  0.070034269 -0.053195146  0.109977499  0.006432828
# V35  0.072009140  0.127663148 -0.220193239  0.016816039 -0.093008382
# V36  0.038199365 -0.122250222  0.050953691 -0.013899142  0.012792917
# V37  0.040896096 -0.051461111  0.185298056  0.169926255  0.049880045
# V38  0.017709388  0.053564762  0.146859023 -0.050172422  0.100323417
# V39 -0.092918611 -0.187587427  0.068766137 -0.019752332  0.002625977
# V40 -0.070951747  0.057116938  0.069564656  0.164196460  0.043525934
# V41  0.086676944 -0.085768526 -0.092474164 -0.116016090  0.118130553
# V42 -0.060295018  0.111802300 -0.165042125  0.123134944  0.019834968
# V43 -0.052082355  0.130173866 -0.061623678  0.070121590  0.034375116
# V44  0.002301065  0.226720763  0.015697172 -0.114683030 -0.144129076
# V45  0.050025086 -0.040603771 -0.095687815  0.040527272  0.006312182
# V46 -0.072221743  0.006210310  0.003334534 -0.001712762  0.099523491
# V47 -0.153880236 -0.014896702 -0.094387156 -0.066488436  0.082422864
# V48 -0.068047127  0.060264689  0.106567267 -0.012486121  0.109760398
# V49  0.042264810 -0.135328188 -0.049161287  0.108642270  0.060545911
# V50 -0.088156038  0.027454051  0.148803714 -0.046197512  0.018837428
# V51 -0.050753595  0.064514170  0.048509006  0.098477600 -0.093657878
# V52 -0.012798678  0.011151004  0.035805337 -0.023708810  0.060819814
# V53 -0.153330349  0.186919721  0.055397363 -0.093605890 -0.079327290
# V54  0.168399426 -0.034823418 -0.111329665  0.095256833 -0.132729199
# V55 -0.047339545 -0.095335483 -0.015709672 -0.001565416  0.053466520
# V56 -0.188882266 -0.019465741 -0.026432468 -0.068015359 -0.075138062
# V57  0.039508383 -0.058587023 -0.044214758 -0.027842345  0.078187525
# V58  0.038369263 -0.077712648  0.010351753  0.165764187  0.010974119
# V59  0.056612267 -0.024285226 -0.156330289  0.114068593 -0.089049149
# V60  0.072601315  0.196125293  0.092702234  0.032871635  0.161590730
# V61 -0.086212450 -0.001306013  0.057253342  0.166823732 -0.014087489
# V62  0.046859137 -0.019117189  0.043487260  0.243580329 -0.156047825
# V63 -0.033563020  0.153108501 -0.125097106 -0.167488306 -0.058935436
# V64  0.023977715 -0.011541804 -0.219717701  0.158393547  0.316513495
# V65 -0.014871807  0.038337322 -0.052372878 -0.106897336 -0.027226215
# V66 -0.158550344 -0.015038261  0.035071184  0.105375678 -0.012556462
# V67  0.043034911 -0.133035498  0.075288147  0.049944779 -0.170720073
# V68 -0.155648644  0.006396236  0.032412767  0.054963396  0.163791736
# V69  0.144092253  0.038911695 -0.022878251  0.126261630  0.137425841
# V70 -0.135310743 -0.113457919  0.241507383 -0.090473186  0.031484644
#             PC66         PC67         PC68         PC69         PC70
# V1  -0.118181160 -0.156121732  0.089085640  0.185061825 -0.234014067
# V2  -0.128660601 -0.166132621 -0.209328983 -0.267060617 -0.236326454
# V3   0.216785594  0.008912156  0.007701960  0.224356374  0.227526513
# V4   0.027140854  0.019661021  0.110486971  0.098480721 -0.033086678
# V5   0.063426732 -0.149712005 -0.007295884 -0.229739587  0.045376731
# V6  -0.350470889  0.124189724  0.058837004 -0.027179314  0.161355083
# V7   0.183638514 -0.090538004  0.029359836 -0.012833896  0.120463196
# V8   0.096326718  0.041866287 -0.046443742 -0.021932479 -0.020952658
# V9   0.061889431  0.077901254 -0.066582524  0.381995349 -0.079326361
# V10  0.005680831 -0.090928563 -0.113107578 -0.020796546  0.354801237
# V11 -0.057795713 -0.002705175  0.050856925 -0.069157518 -0.133549790
# V12 -0.004244319 -0.080567179  0.223100005 -0.002646398  0.032369384
# V13  0.212172717  0.221955963  0.140985474 -0.034192502 -0.135924466
# V14  0.090409872 -0.143779035 -0.312154670  0.064110089  0.124043842
# V15 -0.053175564  0.118038253  0.166358852 -0.034560449 -0.062301898
# V16  0.078845786  0.199222445  0.115203750 -0.217380029 -0.046745945
# V17  0.108076314  0.155101950 -0.167909997 -0.038137996 -0.006543583
# V18 -0.137031924 -0.084290603  0.136541898 -0.113447765  0.134170343
# V19  0.043513937  0.099933806  0.040495343  0.012895177  0.022194774
# V20 -0.140880121 -0.019928553 -0.059690802 -0.105294958 -0.055871477
# V21 -0.111909328 -0.080717034  0.007732087  0.096980596  0.030886506
# V22 -0.032065115 -0.099936639 -0.126721736  0.066696670  0.052520092
# V23  0.165092405  0.147557811 -0.095501281  0.002878630  0.032898913
# V24 -0.077922876  0.152262912  0.193337119 -0.058055770 -0.057068199
# V25 -0.150584819 -0.195995069  0.117595093 -0.002764567  0.095658634
# V26 -0.007135023 -0.275891816 -0.097925567  0.034909380 -0.016368687
# V27 -0.081644482  0.003973193 -0.049766334 -0.037851761  0.045691924
# V28  0.090251273 -0.017597504 -0.140620181 -0.027438963  0.173432846
# V29 -0.122663661 -0.094699870 -0.072507868  0.142450405 -0.215153194
# V30  0.095256199  0.002711017  0.080059835  0.059331657 -0.009787031
# V31 -0.006211601  0.055730669  0.002509461  0.086744784 -0.011494901
# V32 -0.051070437 -0.009914857 -0.027402772  0.020176591 -0.074314597
# V33  0.143551482 -0.161027783  0.176422288 -0.004052745 -0.098422973
# V34  0.058320470  0.071618701 -0.194180077 -0.148065482  0.161499881
# V35 -0.042894353  0.243940293  0.111873170  0.062587582 -0.019537458
# V36 -0.211357945  0.050734218 -0.123592899  0.158791075 -0.029503711
# V37  0.129816809  0.037367392 -0.025667793  0.158216630  0.109430543
# V38 -0.018287562 -0.095402075 -0.002263782  0.030269414  0.190678615
# V39  0.124603771 -0.095756840  0.178294432  0.138697179  0.078023206
# V40  0.015842527 -0.035114424 -0.083883236 -0.098108164  0.060238600
# V41 -0.173694780 -0.185963000  0.161723891 -0.063288113  0.040365204
# V42 -0.022928303 -0.032800181 -0.193065454  0.309962514 -0.135337667
# V43 -0.065950160 -0.050496907 -0.121383575  0.168133361 -0.077996416
# V44 -0.039688393 -0.122606369 -0.083843043  0.085417565 -0.077195955
# V45 -0.103961750 -0.004262058 -0.078384028 -0.086739101  0.177955106
# V46  0.032564426  0.097625342 -0.176442582 -0.040626291 -0.063321253
# V47  0.133553888 -0.274346464  0.037771676 -0.010001473 -0.026379882
# V48 -0.024614615 -0.222556214  0.158749557  0.146578783  0.046917795
# V49 -0.069341868  0.005563494  0.033853575  0.087757118 -0.024589065
# V50 -0.132810745  0.212146285 -0.015093346  0.078760632  0.071122445
# V51 -0.118818240  0.229046718  0.072455507 -0.011361480  0.108430349
# V52 -0.105304938  0.057376308 -0.010050616  0.072199748  0.031825621
# V53 -0.085050320  0.023651500 -0.115600166 -0.221601443  0.033063750
# V54 -0.044175489 -0.169509731  0.153231534 -0.069388806 -0.124345327
# V55 -0.233456922  0.076049726 -0.039834525  0.077274028 -0.210901646
# V56 -0.112012703  0.026269328  0.192612379 -0.024001717 -0.001528840
# V57 -0.143111276 -0.022211208  0.035788684 -0.034210379  0.038580122
# V58  0.106684130  0.118869391  0.040533860  0.027241992 -0.055449976
# V59 -0.035083946 -0.039223551 -0.106104641  0.045299950 -0.023868661
# V60  0.079457220 -0.070515030  0.171359567 -0.159757968 -0.004100410
# V61  0.187922780  0.034558289  0.123146328  0.165837186  0.046046084
# V62  0.041344717  0.117427779  0.028403349  0.012135220 -0.218829010
# V63  0.154166344  0.006991286  0.001221465 -0.035465812 -0.218446190
# V64 -0.089484517 -0.042029704  0.183390094  0.151604974  0.207542161
# V65  0.065609549 -0.120084712 -0.051879629  0.050647992 -0.196958902
# V66 -0.195660007  0.146550435 -0.113909092  0.118942957  0.009009599
# V67 -0.051802695 -0.052157528  0.012400195  0.113860956  0.074683743
# V68  0.051995107  0.003475657 -0.221442560 -0.159523592 -0.100712322
# V69 -0.082839005  0.102121720 -0.054516932  0.094030967  0.178729619
# V70  0.248408856 -0.012709311  0.019987009 -0.006692728 -0.039521634
# 
# $variates
#              PC1         PC2         PC3         PC4         PC5          PC6
# 1   -1.049911178  0.69513121 -1.98938374  0.59105890 -1.48509918  1.516026944
# 2   -0.690940929 -1.70220754  0.51567981 -2.52498115 -1.73078456  0.917742812
# 3    0.793444868  2.86738247  0.41179723 -1.65225593  0.07043260  0.870372646
# 4    2.712692070 -1.28778688 -0.70582862 -1.06193328 -1.14326212 -3.049574251
# 5    1.540604531  1.53237822  0.74771702 -0.58791072  0.66421603 -1.757523373
# 6   -2.706786760  0.68616620 -0.15002197 -2.96269523 -1.12745493  2.623353901
# 7   -5.798535992 -1.64233730 -0.63397123  2.39821038  0.05223844 -0.256264854
# 8   -6.212835500 -0.84914422 -2.12288280 -0.19408856  1.23959625  0.519046026
# 9    4.148488468  2.58797971 -2.73795645  0.37546110 -1.31657922 -0.897695683
# 10  -0.786777393 -0.98943657 -0.76125017  0.09867118 -0.43728996 -1.111406247
# 11  -1.199469122  3.45482100  0.41632177 -0.34804889  0.51260149 -1.925500694
# 12   0.230348958 -2.59212651  0.54852843  1.60735905  1.83452790  0.469069403
# 13  -4.179493107  1.87660099  1.91280595 -0.80616147  1.37425437  1.834262097
# 14   0.406217047  0.03694904  1.13125724  0.89094140  1.92869608 -0.182735557
# 15  -2.320584591  0.15444715 -0.13545034 -0.55327331 -0.61927903  0.724539868
# 16   1.665427895  0.99058921  1.06124390  0.43479001 -0.48825267  0.053400095
# 17  -2.564785262  1.07737278  1.52280337 -0.08723052 -1.27818177 -2.002667698
# 18   3.014320060  0.08344847 -0.29777015  0.55646209  1.40987212  0.099118969
# 19  -1.285481151  2.62640152  1.51071754 -0.58881209  0.97962256  0.151551799
# 20   0.919845370 -0.16036254 -0.73999772 -0.64574884 -1.17287592  2.213170578
# 21  -1.883526238 -0.91781665 -1.51560959 -0.78660365  0.07110181  2.041591662
# 22   0.940610379  1.67552904 -0.13322646  1.12830046 -1.52798687 -1.475579878
# 23   2.505425062 -0.69301569 -2.49072307  1.33703256  0.32534132 -0.744669982
# 24  -1.249154928 -1.44009940 -1.29583065  1.17588424 -0.12934166 -0.413485545
# 25   2.519765446 -1.56409371  1.11605234  2.56178705  0.68415230  1.050564512
# 26   2.049359132  0.04652685 -1.01007177  0.34012662  1.89855753  3.032158796
# 27   5.143400295  0.10460142  0.79918804 -0.62680748  1.13898769  1.267389534
# 28   2.173623435  1.53555165  2.39466341  1.78810518  1.11992618  1.204344948
# 29   5.925638770 -0.28260478 -0.52993978 -1.20943139 -1.10133585 -2.285934634
# 30   5.852545604  1.47085508  0.21336744 -4.51658429  2.36517712 -1.928398570
# 31  -2.758645143 -0.16520329  1.66857829  0.30325944 -2.71829697  0.867641306
# 32  -3.518100292 -1.78392917  0.61902977 -1.83888851  0.16397784  3.130267352
# 33   0.179668471 -3.38045161  0.82030437 -0.16756909  0.85603074 -0.782002772
# 34  -1.276584454  0.35287194 -2.56699671  0.79134133 -3.02809644  0.181579442
# 35  -3.622130537 -1.89544037  3.98200038 -1.34149483  0.15689807 -1.993520922
# 36   2.175830744 -0.27326920  3.21247040 -1.35988369 -2.21182366 -1.730222148
# 37  -5.975168665  1.90636908 -0.97996434  0.41423332  0.76819216  1.804575090
# 38   1.096232461 -1.36262686  0.19599373 -1.20047124 -1.50801288 -2.093984289
# 39   5.806432671 -1.29857710  1.94870133 -0.65042767  2.08436438  0.703534590
# 40  -1.290426160 -0.12089061  2.80127269 -0.75118652 -0.03348026 -0.604294350
# 41   2.094551732 -0.62799688 -2.71715857 -2.32472013  0.64803865  0.360295768
# 42  -5.544554724  0.87871356  0.47467373 -2.29909317 -1.95388095 -0.125902944
# 43   4.551227945  2.48709402  1.08995374 -0.01310311  2.39343148 -0.265888907
# 44   3.312134951  1.67467947 -1.90745650  0.27063832  0.18667294  2.785328132
# 45   4.498600110 -3.74542965  0.06268143 -1.28810397  1.70906433 -0.535612267
# 46   1.983003774  3.84625343 -0.53693915 -0.34179162 -0.56391114  3.314566908
# 47   6.398241468  2.44993736  2.13377925  1.82452471  0.21533199  2.816057525
# 48   2.613038286  0.51370356 -0.35464999 -0.33849364  0.32159805 -3.369166887
# 49 -10.353196439  0.33763503 -2.66832273 -2.96570985 -1.15629308 -3.878641065
# 50  -3.902128753  0.48084043  1.04564800 -0.36106048 -2.35247199 -0.744121436
# 51   1.367718839 -1.35475430 -2.02934948 -1.11002538 -0.23501664 -1.040731243
# 52   0.857630517  1.22734543  1.42264735  2.96553461 -2.77883978  0.443950653
# 53   1.233334319  1.76692279  1.96988475 -0.84685472  0.86626558 -0.728003103
# 54  -0.007759696  0.01590991 -1.40441731  1.81683589  4.09888872  1.095573224
# 55  -8.385634267  0.98544835  0.71635966 -1.70656972  2.32118162  0.074170505
# 56   6.883258425  1.02778635 -1.26644419  0.30068454 -2.93665647 -0.345410492
# 57  -1.291800005 -1.80739877 -0.24499283  2.13827781 -1.61402079  0.778752766
# 58   1.679328575  3.30480192  0.61179795  1.57948973 -0.07875060  0.588529149
# 59  -2.626801886 -1.83726740 -2.47381735  1.56867363 -3.01842441  1.815964454
# 60  -1.617813495 -0.39648675 -0.42870043  0.53076578 -1.10964012  0.771977323
# 61   0.661798447 -1.15371352 -0.64679167  0.84496470  1.78229187 -1.539641942
# 62   1.593826976  0.47578993  1.16744840 -2.60548276 -0.86283921  0.439106696
# 63  -2.707366165 -0.66066100  1.42602526  1.44856778 -1.85001041 -0.018822910
# 64   8.281359180 -0.22645167  0.69004878  1.40236391 -1.23810154  0.789504223
# 65   2.667697311 -4.50285777  3.55810664  0.47097348  0.13193841 -0.002354014
# 66   1.132881419 -1.81580230 -1.30329376  4.65810773  2.80819765 -2.801390004
# 67  -2.339116285 -1.85600212 -0.42313778 -1.29222743  2.29148200  0.342981683
# 68  -0.677822239  1.38026700 -0.60771634  3.59605333 -0.08773709 -0.631861005
# 69  -0.251221702 -4.23425955 -2.69751735 -1.48070653  1.62814040  1.147263634
# 70   4.414814595 -0.41590610 -0.20219746 -0.27101163 -1.01276253 -1.566658311
# 71  -0.246688898 -3.14977754 -1.22482319 -0.23803349  0.30717771 -0.092329958
# 72  -2.444535173 -1.96748345 -0.07130800  0.90030061  1.04403270  0.339221953
# 73  -6.959250545  2.97425362 -2.33222377  0.54976961  1.90924845 -0.874177830
# 74   0.519152674 -1.27885991 -1.39691849  3.96333614 -2.37743009 -1.214855821
# 75  -5.131496151  0.85077666 -0.70574234 -0.27748849  1.21872884  0.418938218
# 76  -1.315533799  0.21154563  2.04819773  0.94774222 -0.35046594  1.211124666
# 77   3.855254857 -0.64272001  1.37734835  0.18870640  0.72442924 -0.484145646
# 78   0.419038883 -1.35365061 -0.18977672 -1.83245365  2.42526638  3.860488041
# 79  -3.329664253  0.61587960  1.34358696 -0.64735020 -0.17670988 -1.503550991
# 80   2.052414915  2.44901211 -0.02244954  0.07053600  2.16600296 -2.259616929
# 81  -1.661946573  3.14803874 -1.43189809  2.12634185  2.63487230 -2.005928197
# 82  -1.454644639  2.38009792  1.07972295 -1.00372809 -1.76311215  0.495686206
# 83   4.058045939 -0.43276651 -5.21764963 -2.25281725 -0.05892038 -0.058446664
# 84   1.234011374 -0.25769940 -1.90213086  1.76478626 -2.72200100  1.248460831
# 85   3.349803214  2.11918762  0.64047073  0.21883703 -0.38212905 -0.766688802
# 86  -3.637715350  0.34642339  0.54522978 -1.58794096 -2.00140624  1.127107117
# 87  -3.252723918  0.76001940 -1.79441848  0.39543228  1.39275586 -1.157618819
# 88   6.085328305 -2.93925529  1.31354819 -1.38456953 -1.88227958  0.243864269
# 89 -10.852050369 -1.93937859  4.24570038  2.94867143  0.54559201 -0.194073342
# 90   0.763383957 -1.47233719  0.48576307 -1.35211594  0.15184993 -0.343115330
#            PC7          PC8         PC9        PC10        PC11       PC12
# 1  -1.03179471 -1.126709514  3.49206929  0.39934388 -1.35995744 -3.1201183
# 2  -1.97566558 -0.057740500 -0.30328927 -0.59688663  1.02232497  0.3841189
# 3   0.39258843  4.344498207 -0.14848805 -0.82581826 -0.32515184 -0.6567466
# 4   0.63352029 -0.688181448 -0.10844271  0.48653713  1.86317395  0.1537723
# 5   1.52015021  0.560114559  0.67580714 -1.24371434 -1.25642962  0.4778615
# 6  -1.81075359  1.967508220  0.04717413  1.75377104  0.70655727  1.3750425
# 7  -0.05075910 -0.552067615  0.46891272 -0.78880486  1.20537846 -0.6507401
# 8  -0.19459610  1.675184153 -2.58703476  2.45502137 -0.48226484  3.4976941
# 9   4.52548543  1.720666200  3.29717274  0.28155308 -0.77550784  1.4534926
# 10 -1.53261164  0.168729141 -0.27957934  0.22700122 -1.50671596  2.4754944
# 11 -0.34441210 -2.357292299 -1.44863693 -0.23101257  1.19239178  1.4353340
# 12  1.12746300 -0.805096603  0.18090656 -1.60394325  1.05452277  1.1629053
# 13 -1.12748744  0.169096924 -1.27457229 -1.61983661 -0.65556813  0.3899926
# 14 -0.20769461  0.932160646 -3.52573700 -2.83294527 -1.89848126 -3.0171057
# 15  0.69642915 -1.913219509 -0.14636155 -0.14555081 -0.72653078 -0.4620297
# 16 -1.43301415 -3.068335531  0.14579625 -0.14085619 -1.27377328  1.3518577
# 17  3.52822454  0.553219946  1.13782983  0.21779517 -1.24871373  1.8501159
# 18  0.58365360 -0.479670637 -1.41784018  1.46403683  1.76503746 -0.7692264
# 19  0.71286678  0.064914452 -0.80741142  0.84692111 -0.62648886  0.2892769
# 20  0.39213724  2.384102752  0.37785502  1.88855998 -0.80997299  0.7932266
# 21  1.10190517 -0.616851746 -0.04322990 -0.30885715  0.94645521  0.9227053
# 22 -0.60554663 -0.501693775 -0.10925383 -0.98544884 -0.38267547  1.1046856
# 23  1.05653298  2.017336290 -0.79962872 -1.07024824 -1.24655902 -0.8158096
# 24 -0.15713191 -0.901238071  1.16237244  1.39964779 -1.70493722 -0.8495422
# 25 -1.60385419  0.125646788  1.93008323 -0.83978227 -1.57337231  2.8826635
# 26 -0.23707975 -2.587921810 -0.36965774  0.83692587 -2.70317340 -0.3816103
# 27  0.44758355 -0.946527079 -0.25130630  1.98102880 -1.66181258 -0.5177435
# 28 -0.45349824 -2.398197599 -0.30502550 -1.41550096  0.95544020 -0.2476212
# 29 -2.85291992 -0.464537953 -0.27727741 -0.65156982  0.37064102 -0.8296592
# 30  1.02452530 -1.841537311  0.19541826  2.72347017 -0.25844877  0.4645498
# 31 -0.08576694  0.246416949 -0.58558426  1.36915680  3.48168634  0.8435491
# 32 -2.03231218 -0.758160242  1.13363522 -2.91753179  0.19676174 -0.1923712
# 33 -0.36237021  2.064067930 -0.11571609 -0.59720868  1.37255707 -0.6026927
# 34 -1.20459520  0.004914316 -0.30811000 -0.90390689 -0.19529853  0.7030808
# 35  0.42429207 -0.394926845  0.66694754  1.96907257 -3.16079617  0.4209083
# 36  2.76978623 -3.085042823 -0.01531362 -1.32606657 -0.29403250  1.7183541
# 37  1.39120505 -0.671316056  2.84343122  0.35309845 -0.55966855 -1.5609006
# 38 -0.04151471 -0.713563138 -1.30125489 -0.01485367  1.35970114 -1.3195092
# 39 -2.15533954  0.546380011  1.08767722 -1.21399683 -0.03684676  1.3328956
# 40 -0.14700177  0.840639647 -0.26637737  2.21493529 -0.94477341  0.2502478
# 41  1.83945376 -0.065282568 -1.12180460 -2.82836357  1.81168215  1.7255578
# 42 -1.61693575 -1.792691095 -0.97478142 -0.68689073 -0.15489133 -1.3516280
# 43  0.66819249  1.103665446  0.34362207  1.46073446  2.06771163 -1.0119900
# 44 -0.82393698  2.293870617 -0.11693117  0.23352902 -0.37482050  0.6965869
# 45  0.49759220  0.039158458  2.62358444  2.01798695 -1.56031114 -1.0590294
# 46  0.86670490 -1.327311420 -0.21922585  0.64771374  0.65315797  0.5346051
# 47 -0.94162352  2.259393085 -0.89510484 -0.44570196 -0.66775033 -0.6816619
# 48  0.92192499  1.015914590 -1.69898844 -0.20931719  2.39139746 -0.1723306
# 49 -1.40292032  1.546392416  0.55468460 -0.19136863 -2.59266076 -0.3342799
# 50  1.19023786 -0.341894037  1.93958274 -0.29856445  1.23242101 -0.5456179
# 51  0.87640604  3.047692943 -1.56328803 -0.72931570 -1.00201763 -2.1619824
# 52  2.89430776 -0.308228809 -3.53769749 -0.02291191 -1.19912915 -0.1659046
# 53 -2.29413757  1.507744779  1.38856424  2.07887551  3.86356305 -0.8068077
# 54  1.28987741  0.193725206 -1.57283579  0.14317317  1.30006549 -1.6245827
# 55  0.32383021  1.953492538  1.05845106 -0.60530420  1.10062856 -0.2093718
# 56 -0.97437930 -0.460610147 -1.35129494  0.67561538 -0.77364785 -2.7127293
# 57 -0.98602754  2.163945047  2.34489502  2.52515174  1.28666016 -0.9238739
# 58 -0.74300212 -0.229630068 -0.24722140  0.59611357 -2.01898267 -1.8794361
# 59  0.34550732 -2.267802020 -0.83710797  2.17788759  3.65513269 -2.0316808
# 60  2.56791674 -2.769624911 -0.43348880 -0.87817524 -0.55054045  1.3346201
# 61  1.19486398 -0.704851075 -1.24230626 -1.45875089  1.59101324  0.1765138
# 62 -1.17709742 -0.370158891 -1.77343581  1.04183411  0.47835855 -0.8119812
# 63 -0.24449043  0.285322207 -0.74377045  2.59699825 -1.20432394  0.5598207
# 64 -1.51003097  1.032585832 -1.24886654 -1.27016517 -1.41047290  2.5180755
# 65 -0.26411969  1.467787827 -1.04180990  1.19637256 -0.02732661 -0.8854406
# 66 -1.35017481  0.035539071  3.25571176  0.55582912  1.07133470  2.0108939
# 67  2.48539390 -1.238369454  0.28817552 -0.82664447 -0.62443483  0.2964278
# 68  0.04099374  0.846214830 -0.16568231  0.48191333 -1.32613122 -0.4191262
# 69 -3.17000647 -1.928736070 -3.16462527  0.37293299 -1.20296661  1.2488233
# 70 -3.41839496 -0.931310890  3.05664336 -2.65403200 -1.98943997 -1.2603669
# 71  1.56242851  1.722368515 -1.77068708  0.77785520 -1.38801541 -1.5358871
# 72  0.32466353 -0.795393275  0.84185453  1.51937935  0.80915619  0.3542973
# 73 -2.17848303 -0.664437366  0.12262470  0.90276568 -0.55164714  0.5322609
# 74 -0.57655588 -1.291412101 -0.95346175  0.03342695  0.07894178  0.5610493
# 75  0.48580514  1.810998205 -1.82304802  0.77344570 -0.21360501  2.0349641
# 76 -0.39699017  0.028482326  1.54924913  1.31850596  0.29938616 -0.8915515
# 77  3.31780772  0.399572388  0.22613480  0.37199212 -0.01333003 -1.2901251
# 78  2.11738404 -1.595208745  2.46265457 -1.60592547  0.96822944  0.5349455
# 79 -1.10712419  1.005574631  0.37898878 -1.22476148  0.02762514  1.0483989
# 80 -1.49709590  0.729382839  1.86288927 -1.37175599  0.74251718 -0.6906082
# 81 -1.70413704 -2.240485439 -0.72251523 -0.12594379  1.60009599 -1.0902288
# 82 -0.39213856  1.286050732  0.24109799 -3.53559863  1.08942324 -0.0536602
# 83  0.25549319  0.726635172  0.29333182 -0.54015415  0.46645345 -0.5023545
# 84  0.44034579  2.133398754  1.08320421 -2.23291984  1.09042740  2.0412907
# 85 -1.47727938 -0.858975952 -0.22845832  2.42518352  0.97759825  2.5224575
# 86  1.50812652 -1.553615674  0.99485164  0.10645436 -0.33139116 -1.6006832
# 87  1.24701216 -1.428081251 -0.48238788 -0.32397319 -1.25262931 -1.3024621
# 88  1.25565187  0.498653602  0.82572943 -1.20889229  0.69699737 -0.3344182
# 89  0.27951825  1.585815085 -0.53052101 -1.97839050  0.34765098 -1.3008505
# 90 -1.23098681 -1.011034915  0.67686120 -0.37138493  0.90815863 -0.8293364
#             PC13          PC14        PC15         PC16         PC17
# 1   3.3785620520  0.2606014645 -1.34699804 -0.065782618 -0.400282180
# 2   2.3649698922 -1.1642898404  0.15705440  0.150984354  1.424466676
# 3   0.4998994885 -0.7839954045 -0.75847960  2.554068949  1.224777607
# 4   1.5613527162  0.5276393050 -1.83572555 -1.834509081  0.243216410
# 5  -0.0931515134 -0.6363277491  1.21507078  0.733230635  0.551032594
# 6  -0.3738675251  0.5836836584 -0.79651873 -1.185518601  0.122026517
# 7   0.0003973162 -0.3824128765 -0.83365860 -0.386885276  0.334481379
# 8  -0.9682214626 -0.8897720588 -1.09703356  1.190061789  0.295478924
# 9   0.3222431746 -0.6013971351  0.13971118  1.968406793 -1.347314119
# 10 -0.9609856827 -0.9579658587  0.20356627 -1.959123084 -1.890185944
# 11  0.8793446408 -2.1770331988 -1.06522057  0.422012189 -0.765008446
# 12  0.8436263136  0.0002922912  2.11050183 -0.635993558  0.940250312
# 13  0.5216884367 -0.0987562122  0.40634855  1.560618671  1.239869573
# 14  0.1745656738 -0.6430518749  0.98767777 -0.938790710  1.923868383
# 15  2.3256962432  1.4789871101  1.17419376  0.829953069 -1.383404457
# 16  1.6095593425  0.7331333901  0.56405670 -0.692373604 -2.203646401
# 17  0.5495119520 -1.2199442726 -0.39029836 -2.372698939  0.687089989
# 18 -1.8328315184  0.5528730488 -1.37754958 -0.918965730 -0.264536632
# 19  0.3072027580  1.0943899198 -1.06473242 -1.804433806 -0.561087714
# 20  1.7524011024 -0.6201339475  0.27271763 -1.075482823 -1.152486362
# 21  1.3425561065 -0.3262730168 -1.16463870  0.573683975  2.656489844
# 22  0.2497164229  0.2656688584 -1.78697533  0.534393132 -1.185473577
# 23  0.5993531812  1.1032429978  0.26726149 -0.823746657 -2.742958261
# 24 -2.0948677824 -1.8438039292 -1.00470509  1.794439898  1.955731083
# 25  0.3284967361 -1.2683462207  0.89757111 -0.624080289 -0.320822503
# 26 -1.1485968356  1.9874031448 -1.18664449  0.165746770  0.337366529
# 27 -1.4966357323  0.1503817991 -0.05317404 -0.339763346  0.567252678
# 28 -0.3295680298 -1.3972084515 -2.83636892  1.227240795 -1.782971397
# 29 -1.1771287151  2.4052316221 -1.61255678  0.748190747 -2.074747946
# 30 -0.1185019090  0.9289249521  1.99777123  0.687787792  2.162465515
# 31  1.7090903550  3.7561213793  1.45263504 -1.125655442 -0.955927149
# 32 -1.9909495878 -0.6609671971  1.03433204  0.374186469 -0.976219746
# 33  1.2432550327 -1.0384846221 -0.22648960  0.027780403 -0.565746358
# 34  0.5953366043 -2.8701916081  1.56300948 -1.758247201  1.265496183
# 35  0.3783630920 -0.7813603572  0.56665009  1.045515952 -0.263060227
# 36 -1.4434084924 -0.4403344337  1.53007177  0.737490001 -0.495219555
# 37  0.8644553338 -0.6963175825  2.02177237  0.068227849 -0.882646419
# 38 -3.2197404910 -1.3886999914 -2.01258059 -1.946955031  0.854646214
# 39  0.6891974240  0.0825862307 -1.48246797 -0.869337721  1.725418345
# 40  1.0358275717 -0.9163612747 -2.06843019  1.184482756 -0.421084303
# 41 -0.3972921032  0.5193790613  0.17992284 -0.528542781 -0.594499444
# 42  0.1382431346 -2.9577963761 -0.32482571 -0.319055166  1.505620973
# 43 -1.6995436583 -1.5068819177  2.06644157  0.027983921 -1.139387332
# 44 -1.8715862204  1.6472472454 -1.25936830 -1.576079800  0.952253724
# 45 -1.1285377631  1.0059421549  0.68111906 -2.208171237  1.212405778
# 46 -0.1814811374 -1.6609144524  0.02732738 -2.008054605  1.175572634
# 47  0.6331101299  0.6316362252  1.28373799 -1.439836956  1.547678630
# 48  1.1587977974  0.0063250801 -0.17488764 -1.525654340  0.038162173
# 49  0.4100408576  1.3172867566  1.01808193 -0.761255151  0.954226217
# 50 -2.0628440209  0.4702999927 -2.50578870  1.794036837  1.510538154
# 51 -2.6257337196 -0.8226324137  2.51771473  1.372139326 -1.993761324
# 52  1.0197182116  0.4914030831  0.84055943 -0.083532261  1.356589915
# 53  0.8355703955 -0.8537091120 -0.70216356  1.096679127  1.510230466
# 54  1.6446484053 -1.7403901451 -0.36710534  0.004860444 -0.529016435
# 55 -0.2731704965  0.9486221052 -1.56490822  0.505796828 -2.101936512
# 56  0.0361584821 -2.8835648762 -0.03783948 -1.766569981 -1.059537151
# 57 -0.7529400410  0.6976287675 -1.88965240  0.802028277 -1.488473473
# 58 -0.4855660901  1.0624227392 -0.60910359 -0.076762712 -0.010013957
# 59 -0.4385528505 -0.6406491287  1.21598123  0.984088204 -0.470113438
# 60 -1.3890532711  0.8402254531 -0.65216746 -0.160742626  0.256237082
# 61  0.4884479799 -0.7241980012 -0.59600034  1.346242347 -2.402961763
# 62  2.1980950488  1.2824901056  0.53505457  1.510434860 -0.253630706
# 63 -1.1718171931 -1.6381405285 -0.66441282 -1.529495612 -0.353590133
# 64 -0.4843591016  0.0345870426 -0.80527989  1.103909425 -1.711706311
# 65 -1.4678357768  0.1820127381  0.80826373  0.424888856  0.182242416
# 66  0.8750704697 -1.3240442949 -0.14760761 -0.955062564  0.961994203
# 67  0.1192395558 -1.5658129761 -2.28787301  1.048131310  0.952107380
# 68  0.7283353229  1.3955826587 -1.13185422  1.210076732  0.520891271
# 69 -0.0103200294  0.1081406113  0.06776833  1.396114357 -1.402916953
# 70  0.1924301688 -0.0073093364 -1.16833578  0.906141212  0.499774657
# 71  2.3532909429  0.8233650148 -0.91937236  0.456308242  0.130613375
# 72 -1.9383094717  0.4987718215  1.59226479 -1.310021761  0.102604344
# 73 -1.1051684731  1.8925894173  1.52610854 -0.969027902 -0.453318857
# 74  1.1406013520  1.5950251159  1.49071595  1.403689240  2.064347020
# 75 -0.3619764809 -0.2428187722  0.49715753  2.196158910 -0.371741541
# 76  0.2485178128 -3.1560255801  3.09979980  2.362425276 -2.057835239
# 77  0.0983675230  1.1797658676 -1.02624251 -1.034043408 -0.810448136
# 78  0.9627847335  0.6432838311 -0.41764087 -1.414767672 -0.586333449
# 79  0.7629326600  0.9423966986  0.17336074 -1.422644178 -0.289681873
# 80 -0.9912398081  0.3225826361  1.99574783  0.021975576 -0.005325877
# 81 -1.5978879976  1.5829235669  0.74380707  1.578323219  1.891214935
# 82 -1.0672693960 -0.0556361999 -0.46276475 -1.275436161 -1.403467807
# 83  0.7157318701 -1.3117211477  0.37993740 -1.106429370  1.172357389
# 84 -2.5922061004  1.1530813204  0.86115695  1.897245732  2.088529253
# 85  0.5779609702  1.1777401695  1.20572312  0.653515970  0.407026773
# 86 -2.9485103830  1.6345628980  0.22851760 -0.411914048 -0.858466241
# 87  1.3674379407  1.3371951261 -0.92361996  0.259629311 -0.132116691
# 88  1.1287616352  2.0485685465  0.52866330  2.810535396  1.701714254
# 89 -0.3157697101  1.2300016600  0.20902565 -1.977213613  0.827357415
# 90  0.6464642081  0.2814276901  2.30412867 -0.533204503 -0.918604844
#            PC18         PC19        PC20        PC21         PC22        PC23
# 1  -0.679741468  1.809994934 -0.30327021 -0.84806059  1.421645596 -0.42244944
# 2   1.506915157 -0.105000720 -1.43686129  0.09255958  0.029111171  0.84066130
# 3  -0.235192076 -1.730220742 -1.60019277 -1.03705318  0.342264625  0.44294568
# 4  -2.311823389  0.739809322 -0.67874500 -1.99763373  0.805776145  0.11672934
# 5   0.008763500  0.886285898  1.87882670 -1.38186112  0.198383770 -1.04648619
# 6  -0.519142504  4.025505349 -0.95930044 -0.74524266 -2.566747934 -0.33852420
# 7   0.860290186 -0.957587685 -0.68837909 -0.90712122  0.168831817  0.38227944
# 8  -0.872240078 -1.697895973  0.45698600  0.55685276  0.546985001 -0.81607471
# 9   0.138947163  0.366372290  0.04331354 -1.20733583 -1.693733206  1.05898558
# 10 -0.519501919 -0.773780343  0.05757373  0.04334370 -0.657447467 -0.51877136
# 11 -0.137346643 -0.452674492 -0.31916483 -0.88138470  1.343264980  0.59445417
# 12  1.388093048  1.980702089 -1.07501298 -1.00306666 -1.983338229 -0.15076472
# 13 -1.310813135  0.584946754  1.10261195 -0.30621704  0.146493994  0.23729676
# 14 -0.512733404 -1.090260144  0.58297994 -0.65667064  0.334090019  0.31116438
# 15  1.086817290 -0.049420520  0.50981846 -1.18072891 -1.093321828  0.01444964
# 16  0.986959832  0.350648150  0.28274859 -0.07408443  0.468698148  0.44632735
# 17  3.195589101 -0.494551279  0.41933339  0.34258820 -1.045128938  1.21272407
# 18  1.185951684 -0.840377178  0.70235352  0.69498543 -1.804737366  0.05296599
# 19  0.338171722  0.605500441  0.31117115  0.67886080 -1.319564851  1.47429510
# 20  0.147777441 -0.845041743  0.03799201 -0.26092135 -0.006293103 -0.03794480
# 21  0.029264520  0.184644550  0.67964524 -0.23389746 -0.511441303 -1.16258895
# 22 -2.611638409 -0.553652344  0.58538447  1.35493957  1.760513643  0.60552026
# 23  0.417610400  1.351858028 -1.57513891  0.71473991  2.306924153 -1.50419563
# 24 -1.542425892  0.386109660 -1.14894219  1.55438899  0.160165419 -1.51367332
# 25  2.247300453  0.979733199  1.76770387 -0.15901323  0.946993239  1.28701022
# 26  1.292593812 -0.913946365  0.36291187 -0.65888082  1.081580419  1.14970527
# 27 -2.447569363 -0.115683801  0.60254971  0.52040104 -1.940884282  0.76971387
# 28 -0.330876132  1.972519781 -0.68765777 -0.12106229 -1.594921933 -2.67193722
# 29 -0.049291688  0.997966187 -0.48761132  0.42271453 -0.549528677  1.54903620
# 30 -0.956810151  1.147480229 -0.60524705  1.34321860  2.253195974  0.49471317
# 31 -0.662371770 -0.871883455  1.05761022 -0.83024960  1.142767656 -2.57297248
# 32  1.559856156 -0.819827811 -0.18350042 -1.33828126 -0.835801881  0.75073973
# 33 -0.192560171 -1.990546059  1.83831218  0.03705146 -1.453646088 -1.00557707
# 34 -1.225995013 -1.787308238 -0.64196360 -1.25006577  1.344186576  1.05924543
# 35 -0.454122209  0.008033325 -1.83650715 -1.04715824 -1.036657521 -1.71245082
# 36 -1.929196137 -1.518189780  2.38972559 -0.33795924 -0.042290483  0.90195597
# 37 -1.087754498 -1.203612405 -1.88323842 -0.62223528  0.613815355  0.56310206
# 38  1.203215302 -0.324476435 -1.79250186 -0.23977404  0.264437427  0.54782345
# 39 -0.671300707 -1.751015672  0.72787650  2.63771401 -0.646672640 -2.44583566
# 40  0.982942275 -1.300925675  0.83279712 -0.72772342 -0.934998508  1.36262493
# 41  0.797451231 -0.490790667 -1.71701367  0.84029827  0.593071196 -1.97155086
# 42  1.426245088  0.853670433  2.22235834 -0.27136680  0.629199262 -1.78209881
# 43  3.324203888  0.450482204  0.89885853  1.54804373  0.375665821 -0.06634303
# 44  1.785583377 -0.527988953  1.11641413  0.09696410  0.405470103 -0.07460481
# 45 -0.540799863 -0.380573137 -1.30015629 -1.10069332  0.828020219 -0.17000815
# 46 -1.638756891  0.709818938  0.13701584 -0.38597231  0.235001027  0.02666515
# 47 -1.697079150 -0.417620312 -1.64317775 -0.29759437 -1.713786260  0.99849284
# 48 -2.329276011  0.468006951 -0.19019830 -1.62280425 -1.409934918  0.66540305
# 49  1.109166037  0.794978298  1.01212761  1.50927056 -1.931508171 -0.58735317
# 50 -0.158372785  0.337343494  0.56340032  0.64034595  0.154381074  0.53007658
# 51 -1.001584209 -0.739241394  0.50281286 -0.32827596 -0.214901284 -0.91950396
# 52  1.748830739  0.791735012 -2.28406342  3.77333919  0.404564596 -0.38654054
# 53  2.064006357 -1.958220841 -1.93457910 -1.40397446  0.908527484  0.65279294
# 54 -0.987052464 -0.234450752  1.17544131 -0.27974279 -1.240012344 -0.27323534
# 55 -1.441961285  0.913357016  1.65318923  1.46230623  1.496547004  0.13447703
# 56 -0.229214369  1.544630488  0.84592589  1.13863174  0.061622395  0.92243516
# 57  0.769422277 -0.326318120  0.58761337 -0.35657114  0.223297553  0.90140382
# 58 -0.496246680  0.539061873  2.36825410 -1.90022873 -0.166725594 -0.84907633
# 59 -0.789314643  1.233575105  0.48589616  1.60817757 -2.116955883  0.54639750
# 60  0.993445699  0.714050457  0.46368845 -1.77338292 -0.912880831 -1.53010807
# 61  0.888896925 -1.394078498 -1.16422040  0.30505308 -1.110077292  0.93856207
# 62  0.377101853 -0.567692614  0.55853283  1.38081659  0.200899306 -0.36608109
# 63 -0.106135416 -0.841294119 -0.07632390  0.44144818  1.246476146  0.72237857
# 64  0.933950424  0.513028924 -1.62399196 -1.26785557  1.061186076 -0.81357694
# 65 -0.001436492  2.862491877  0.47826748 -0.27255487  0.594928515  0.32198660
# 66 -1.139669591  0.692457288  1.38167095  1.84699693  0.615893900  0.24296838
# 67  0.701568272  1.603490685 -1.30322797 -0.43597220  0.776774971  1.20406951
# 68  1.310568055 -0.361044806 -0.53560364  0.63683232 -0.015492485 -0.64808129
# 69 -1.199919074 -0.149360784 -0.08574935 -0.92131906  0.436410705  2.26251943
# 70 -0.244091846 -1.191911262 -1.23169848  1.25163686 -1.743935081 -1.77132748
# 71  1.439731164 -0.553734931  2.46275280 -1.30452284  0.945181599 -0.50829172
# 72 -0.191882381 -0.070193718  0.33673442 -1.50459701  0.353126849 -1.79892784
# 73 -0.391694565 -1.735347747 -1.32432695  0.43173387 -1.918638020  1.52692572
# 74 -0.337585202 -2.220105826 -0.54604414  0.15204917 -1.371434507  0.08243970
# 75 -0.522428059  2.400783464 -1.79064071  1.09662274  0.470092038 -0.10246890
# 76 -0.960369571 -0.269506180 -0.63336154  0.83590602  0.357519370 -1.00492715
# 77 -0.850586798 -0.968641855 -1.11683899 -1.28673897  0.651747400 -0.96039529
# 78 -1.244054417 -1.522178679 -0.14994366  2.43364911  0.324061751  0.74011697
# 79 -0.842994690  1.117217934 -1.94464389 -0.63377792 -0.679142032 -0.52357181
# 80  0.213216557  0.802810429  0.76844698 -0.05641370 -0.800032212  0.43469431
# 81  1.230160950  0.312633836 -0.12675967 -2.05202303  1.402824876 -0.62723981
# 82 -0.356933233 -0.699209600  1.01989873  0.80883894  0.770399509  0.33903422
# 83  0.853364575  0.325096246  0.95650077  0.62868724  0.408782992 -0.94827906
# 84 -1.018389945  1.660131402  0.84629957 -0.97708645  0.791304796  0.99291562
# 85  0.302683876 -0.644206241  0.87912235  0.38172966  0.593754473 -1.28660349
# 86  0.425288355 -2.603972839 -0.97151743  0.65723696  0.593029974 -1.03759296
# 87  0.381059243  0.583947832  0.35046893  1.01688116 -0.129759754  1.10352487
# 88 -0.163678745 -0.002907417  0.94514467  1.07222129 -0.296318482  2.17276019
# 89 -1.235748394  1.155829285 -0.32159056  0.91173357  1.425700590  1.35787977
# 90  1.724699541  1.299730495 -0.32815530  0.58534172  1.473102689  0.88064516
#           PC24         PC25          PC26        PC27        PC28         PC29
# 1  -1.24979561  0.200285326  8.837548e-01  1.62732491  0.36516089 -0.245951092
# 2  -0.26820375 -1.619407558 -1.390563e+00  0.61101376  0.10789621  1.423649106
# 3  -1.57321247 -0.975477657  1.524224e+00  0.19550157 -1.54301500 -0.286972680
# 4   0.51780469 -0.001161829  6.284528e-01 -0.45835969 -0.20816759 -1.007758047
# 5  -0.80220231  0.882014466  1.644862e+00  1.22588570 -0.83231487  0.392945425
# 6  -0.82116797  1.710162301 -6.155768e-01 -0.34200818 -1.11447406 -0.936523555
# 7  -0.24786975  2.240704777  1.372195e+00 -0.79128976  2.44032751  1.065465019
# 8   0.10122754  0.409192302 -2.552120e-01  0.44341459  1.11074300  0.307404065
# 9  -2.36348495 -0.004587692 -2.680513e-01  0.47867017 -0.85283802  0.180596904
# 10  1.06644581  2.216070941  7.444471e-01 -0.23785920 -1.56253525  0.557602185
# 11 -0.46863317 -1.435338786  7.199667e-02 -2.26260154 -0.50440651  0.446356957
# 12  1.64716599 -0.206831502  2.472357e-01  0.63526201 -1.04123439 -0.151619208
# 13 -1.54194933 -0.175635186  1.126938e+00 -0.15191961  1.74411553  1.236640656
# 14 -1.14495423 -0.154664785 -7.235466e-01  0.80510377  0.36647495  0.865929372
# 15 -1.07656718 -0.066437028 -2.078774e-01 -0.95827981 -0.98178136 -1.525436783
# 16 -0.68868408  0.744439274  4.642666e-01  1.02075150 -0.61352970  0.513533195
# 17 -0.12617689  1.714661366  5.050084e-01  0.27590179  0.06992773  1.124726873
# 18 -0.73655627 -1.191725459 -3.902315e-01  0.80424022 -0.51586349  1.150294747
# 19  1.01078768 -1.409392755 -1.228271e+00  0.65296332  0.35881708  0.609467831
# 20 -1.82206940 -1.740701276 -2.374208e+00 -0.27377202  1.76259536  0.628190953
# 21  0.14190806  0.412179544  2.633275e-01 -2.89766335 -1.41743712  0.411028158
# 22 -0.21260967 -0.996202555 -1.525173e+00 -1.08831734  0.30765626 -0.582686918
# 23 -0.36401080 -0.150917636 -1.294414e+00 -1.06846822  0.25012851  1.489562933
# 24 -0.34757784 -0.523118616  2.769891e-01  0.24648729 -0.45754991  0.714916915
# 25  1.19109972 -1.866428369  1.079566e+00  1.13402986 -0.13917246 -1.464433426
# 26  0.12509066 -0.608077914  2.128402e+00 -1.16465165  0.34112452  0.918834935
# 27 -1.73474121  2.066514302  1.255560e-01 -0.76776635 -0.58375414 -0.599292630
# 28  0.85636408  0.040929785 -4.764593e-01  1.27305556  0.53557181 -0.341661457
# 29 -0.55179590 -0.795863811  1.954966e+00 -0.97324381 -0.04655481  2.679528697
# 30  2.00876230  0.589553502 -5.623762e-01  0.70898517  0.49822123 -0.390918193
# 31 -0.15084210  0.120815951  6.965921e-01  0.21738508 -0.93831845  1.753630223
# 32  0.59795473 -1.240085622  5.668594e-02 -0.17734841  0.70654121  0.706238912
# 33  1.95884027  0.255434852  1.555637e-01  0.12379631  0.24535701  0.319412639
# 34  0.04512596  0.221515745 -6.643398e-01  0.56669052 -1.10198768 -0.246536039
# 35  0.73471932  0.864245401 -1.213400e+00 -0.06537110  1.40366459  0.718198996
# 36 -0.08802008 -1.080178005 -4.298205e-01  0.11479186  0.18929643 -0.011774171
# 37  1.88600817  0.955868262  4.675477e-01 -1.03701724  1.48807531  0.045462047
# 38 -1.45733890  0.602900991 -1.668867e+00  0.56001924  2.15434822 -1.158709522
# 39 -1.01147832  0.386560189  8.340462e-01 -1.17562461  0.02354876 -0.906099754
# 40 -0.81920621  0.468405279  6.038885e-01  0.23130924 -0.57183652 -0.955224238
# 41 -0.89220037 -0.773431221 -1.453539e+00  0.50534699  0.28860938 -1.408717952
# 42 -1.62653557 -0.195243176 -4.177688e-02 -1.12075496 -0.93739068 -0.418809974
# 43 -0.40503697 -0.079878862 -4.530846e-01 -0.60872059  0.59821500  0.986847788
# 44 -0.39103397 -0.460391022 -1.810795e-06 -0.20430905 -1.34918962 -0.851504458
# 45 -0.09605373 -1.217440385 -8.310840e-01  0.68590241 -2.27033582  0.373249615
# 46  2.05953428  0.118762604 -8.961313e-01  0.26218095 -0.05347777  1.465331961
# 47  0.12062709 -0.572672690  9.681525e-01  0.93565248  1.20329505 -0.981758040
# 48  0.92401255 -1.419768025  1.771505e+00 -0.42606825  0.07685576 -0.458282143
# 49  1.05758946 -1.316502296 -8.020922e-01 -0.42756258 -0.31375302  1.159655417
# 50  1.05991138 -0.202818518  4.128824e-01  2.61110828  0.80995818 -0.499324970
# 51  0.16700881  1.200641082  1.359711e+00 -0.68631503 -0.93183842  0.133116064
# 52 -0.97229008  0.291628657  1.676385e+00  1.30144632 -0.89559995  0.478415077
# 53  0.89121710  1.888584932  5.281031e-01 -0.78599496 -0.07686263  0.682536677
# 54  0.84273538 -1.341521067 -1.184742e+00  0.14811070 -0.44842381  1.127396742
# 55  0.12784250  0.561690388  9.896451e-01  2.03015195 -0.33324647  1.417582920
# 56  0.87906320  0.847445921  6.061079e-01 -1.37970056  0.04463722 -0.878209164
# 57  0.41369142 -0.161126843 -1.412819e+00  0.10850865 -0.56269062 -0.916775441
# 58  0.41177839  0.325991266 -1.207407e+00  0.19505655  1.21758351 -0.280693522
# 59 -0.14623239 -0.483797786  8.375505e-01  0.78190085 -0.12791457  1.011368907
# 60  0.60279846  0.202618131 -4.023441e-01 -1.06114459  1.04309164  0.081507633
# 61 -0.42414591 -0.054725465  8.454754e-01  0.24953649  0.23138478 -2.311178107
# 62  0.48568521 -0.223864901 -1.485329e+00  1.93660360 -0.21549794 -1.761187771
# 63  1.45173773 -0.602275330  1.030135e+00  0.79851475 -0.12620171  0.015671236
# 64  1.23306106  1.709227124 -1.101785e+00  0.96862791  0.12035520  1.334292856
# 65 -1.05073682  0.364654277 -6.553555e-01 -2.46639340  0.68390193 -0.101576781
# 66 -2.44819328  0.105238126 -5.416353e-01  0.33206792  0.47578595  0.373920156
# 67  0.02129243 -1.258957884 -2.109842e-01 -0.29261262 -1.82862488  0.710145153
# 68  3.20569137 -0.974811741  1.650929e-01 -2.57971322 -0.89515627 -1.690263325
# 69  0.11263504  0.465567056  2.096734e-01  1.54774952 -1.02941565 -0.235082058
# 70  0.71529154 -0.871453381  1.716744e-01  0.17512732 -0.17061952  0.621156640
# 71  0.19865528  0.847149635 -2.774463e-01  0.93661206  1.57871031 -1.055307045
# 72 -0.76887185 -1.352366123  1.168254e+00  0.60495998  0.16115664 -1.670245961
# 73 -0.57561751 -0.501830717 -8.850801e-01 -0.64670990  0.73880199 -0.034043130
# 74 -0.71141159  1.550514669 -1.129388e+00  0.86675279 -0.34108472  0.609179887
# 75  0.72504983  0.139720784  9.652409e-01  0.06144655  0.56900943 -1.005981486
# 76 -0.16442652 -0.852511002 -9.910694e-01 -0.71530589 -0.81161543 -0.584848199
# 77  0.05701007 -1.041242904  6.938820e-02  0.09185224 -0.07945398  1.330421954
# 78 -0.35720237  2.386534041 -3.094230e-01 -0.65426831  0.12076775 -0.108248479
# 79 -1.46632015 -0.416052047  1.062663e+00  0.04691750  1.51011877 -0.923289920
# 80  0.94303571  0.551054516 -6.316561e-01  0.81230926  0.09217440 -0.626014807
# 81 -0.73391524  1.571508520 -1.656389e+00  0.97152461 -1.79138153 -0.103964809
# 82  0.84398707  1.786511044 -1.331881e+00 -0.17321801 -1.54541056 -0.611674621
# 83  1.47098597  0.025931156  1.891330e+00  1.09457048  1.67461189 -0.367586734
# 84  0.12960603 -0.636642081 -4.684684e-01 -0.80810136  1.60894798  0.005672311
# 85 -0.13968454 -1.211568052  1.359869e+00 -1.05027853  0.90498948 -0.274268507
# 86 -0.23194121 -0.890543392  1.011548e+00  0.16273985 -0.19764478 -1.358036835
# 87  0.05692656  0.901678814 -7.890568e-01 -1.17639195  0.67647336 -1.358834258
# 88  1.23974647  0.561200575 -1.114774e+00 -1.04813158  0.16945514  0.602412607
# 89  0.24178179 -0.343710199 -2.673341e-01 -0.38507858 -1.58594946 -0.640678646
# 90 -1.30829567  0.193073278  8.635653e-01 -0.58752651  0.87706823 -0.451514487
#            PC30        PC31         PC32        PC33         PC34        PC35
# 1   1.066116381 -0.70885748 -0.301616218 -0.76691625 -1.075444814 -0.29964597
# 2   0.011147140  0.25660759  0.278094128  0.92076942 -0.487979931  0.31635500
# 3  -0.770577522  0.39417500 -0.212398776 -0.27917264 -0.460507590 -0.28936961
# 4   1.864724418 -0.47009661  0.688265538  0.14592752 -0.324576380 -1.99164080
# 5  -0.315353589  0.05093048  0.835713861  1.94496802  2.099900887  1.96839707
# 6   0.276806780 -0.83460934 -1.469035087  1.34636665  0.233199542  0.85849935
# 7   1.129180177 -0.42187767 -1.145962099 -0.28166286  1.408093336 -0.95259166
# 8  -1.070325321 -0.37783875  0.326291555  1.19406928 -0.744344223 -0.26553025
# 9  -0.358425693  0.14930767 -0.781745527 -0.62390270 -0.106864698 -0.99160009
# 10 -0.413598560 -1.39014938 -0.425799757  0.32685935 -0.596704276 -0.49815715
# 11  0.708401788  0.82592629 -0.317687785  1.02418769 -0.584317795  0.88980358
# 12 -0.025074095  0.43545530  0.970936459  1.77810449 -0.623722866 -0.31832984
# 13  2.155653899  0.02113363  0.185546950  0.72600641  1.568777359 -0.23155377
# 14  0.406844848 -0.97457085 -0.642332078 -0.64447185 -0.579316765  0.35310157
# 15 -1.575231536 -1.36678789 -0.001129336 -0.20252782  2.029335862 -0.15049603
# 16 -0.682809691  0.89299760  0.745164511  0.66237341 -0.926879954 -0.29026666
# 17 -0.253336909  0.58877950 -0.351558967  0.22319885 -0.429458405  0.41510038
# 18  0.429596483  0.01189792 -0.205158531  1.17499821  0.285279475 -0.89249212
# 19  1.843846338 -1.59137885  0.654063560 -1.27988461 -0.482166815  1.46451638
# 20  0.008615918  0.78741653  1.027666039 -0.02598807  0.178600017 -0.79772377
# 21  0.455877399 -1.49105037  1.102511881 -2.18847608 -0.154970199  0.19736854
# 22 -0.094748120  1.06303037  0.003567719  0.70513164  0.638125544 -1.07664672
# 23 -0.295521596 -1.49787100  0.468025119 -0.88284734 -0.783339804  1.67640639
# 24 -0.444571993  0.53973909 -1.681325231 -0.63146070  1.783661367  0.63083278
# 25  0.783471947 -0.36122067  1.352091402 -0.65946196  0.525689068  0.49011652
# 26 -0.461769380 -0.43207634 -0.440829524 -0.34420045  0.553994654  0.80162123
# 27  0.087901260  0.25328935  2.187496215 -1.57434819 -0.158437546  0.32962964
# 28 -1.187939664 -0.74002232 -0.523680835 -0.33805910 -1.855168392 -0.76533494
# 29 -2.002789148 -0.23228273  0.775579242 -1.02533409  1.052874344 -0.38848296
# 30 -0.461577915  0.04755722  0.051609287 -0.41168846 -0.750937538 -1.39966396
# 31 -0.268413723  0.46705218  0.936160767 -0.55342248  0.727724047 -0.04164848
# 32  0.342340301  0.17187571 -1.031815556 -0.62160201 -1.847759075 -1.30698437
# 33  0.022186661  1.53856853  0.217315352 -1.09782752  1.783243447 -0.42968156
# 34 -0.022388855 -0.69826515 -0.573181089 -0.09361105  0.807791879  0.52312009
# 35  0.223764601  0.28435654  0.614045757 -1.18616762  0.261675120 -0.67526447
# 36 -0.248479133 -0.95825328 -0.995814289  0.17160138 -0.007548203  0.68962611
# 37 -2.329592567  1.67125407  0.100886760  0.29404871 -0.742975228  1.74975528
# 38 -1.284132119 -0.74074290  0.250658028  0.30362814  0.010259811  0.96566901
# 39 -0.327336472  0.37001665  1.105474872  1.11192490 -0.576008224 -0.57382711
# 40  0.342222562  0.32903402  0.600328978 -0.32197807 -1.466499145  0.93621584
# 41  0.066883391  0.22105051  0.565576535 -0.72392023  1.453649439  0.99661294
# 42 -1.461079512 -0.13462868 -0.168737803  0.14302782 -0.921350229 -0.60473865
# 43 -0.798420692  0.95099416  0.316654314 -0.39557282  0.616221150 -1.38050723
# 44  0.359927284  0.54895330 -0.700177381 -0.25675015  0.497745249  0.11948478
# 45  0.542443893  0.26663237 -1.065216979  0.03890743 -0.494097062 -0.13632263
# 46 -1.113126470  0.21556723 -1.536428267 -0.52616625  1.426950476 -1.10287173
# 47 -0.531725219  0.04554986 -1.071567514  1.04273920  0.369747655 -0.77182513
# 48 -0.101526452  1.65523197 -0.616616970  0.35989436 -0.582425778  1.07639366
# 49  0.430230726  1.33954164 -0.510603402 -0.03993122 -0.229523925 -0.25137185
# 50  0.766710677  0.25688698  0.577335226 -0.16026874  0.715120163  0.08078086
# 51  2.075382734 -0.67701402 -0.408692814  0.06113909 -1.014137824 -1.21018572
# 52 -0.117928061  0.62521261  0.027245652 -0.51010081 -0.545479169 -0.67707213
# 53  0.308510871 -0.66694153  1.105584936 -0.77535111  0.027367498  0.66934460
# 54  0.091892341 -1.72306004  1.083554192  0.75454546 -0.282096790  0.59191437
# 55 -0.878297740 -1.20985921 -0.411206586  1.47469405 -0.664757029 -0.18475472
# 56  0.307246842  0.80230735  1.447028381  0.84108175  0.567219979 -0.76074649
# 57  0.148220640  0.26123980  0.138021544  0.97701029  0.963382218 -0.51719426
# 58  1.202565365  1.91434585  0.628167653 -0.80111340 -0.737426226  0.27862128
# 59  0.098944624  0.70417841 -0.529940994 -0.39956511 -0.585680459  1.30277719
# 60  1.499479102  0.70036875 -0.263309155 -0.43726880  0.612185177 -0.05933995
# 61  0.324250002  0.10240925 -1.410979593 -1.29506819  0.065352170 -0.23092558
# 62  0.317069238 -0.12094966 -0.733760291 -0.89977191  0.813836329  0.80916874
# 63 -0.333917961 -2.02905433  0.554466817  0.13092139  0.380026173  0.55504797
# 64  1.205521219 -0.13604581 -0.908524210  0.51461066  0.775791540 -0.30984838
# 65 -0.458869962  0.48521690 -1.084782874  0.58640772 -0.172546318  1.62251112
# 66  1.047141129  0.28086239 -1.358118490 -0.84827616 -0.690961656  0.83915440
# 67 -0.232974533  0.30197320  0.707845413 -0.33311975  0.538778356 -1.46388805
# 68 -0.251471050  0.06346572 -1.171542465  0.72156855 -0.363623529  0.49174381
# 69 -0.709958410  1.67362249  0.342399897 -0.71517500  0.055554526  0.35772139
# 70 -0.345110541  0.63675291  0.437923061  0.81661050  0.371712775  0.98373692
# 71 -1.742992742  0.59141746 -1.290285536  0.32360401 -0.492600685 -0.50173675
# 72 -1.714855617  0.09567845  0.234336711 -0.40520306 -0.055558316 -0.36634859
# 73  0.524946809 -0.31354598  0.143665868  0.38413147  0.197262851 -0.56480392
# 74 -0.311170745 -0.40028637  1.366726949  0.29508975 -0.944906055 -0.50376173
# 75  1.428114844  1.37635740  0.998360151 -0.53738204  0.055225094  0.85050097
# 76  0.812856343 -1.05729413  0.422161820  0.73340579  0.731535013 -0.40620871
# 77 -0.010700738  0.75075069  0.394628234  0.93153059 -0.198563588  0.68557997
# 78  0.413508866  1.04095226 -0.518049358  0.59053104 -0.166951076  0.40828545
# 79 -1.025610726 -0.97725109 -0.215746420 -0.51536401  0.588455242 -0.11631723
# 80 -1.146265123 -1.65864122  0.596118568 -1.48741892  0.541977233  0.22891108
# 81  0.545198526  0.81760598 -0.249883346  1.03604104 -0.025488545  0.13514544
# 82 -0.097880519  1.30905825 -0.478761068 -1.44276250 -0.888387009  0.75592735
# 83  0.501715379 -0.80085105  0.410746119 -0.02551942 -0.117964007  0.12454183
# 84 -1.345399959 -0.07504893  2.237500616  0.14207944 -1.690938904 -0.33307848
# 85  0.113326394 -0.92203554 -2.548790007 -0.86577649 -1.069344703 -0.30919471
# 86  1.784526479 -0.80039047  1.022867174  1.20927996 -0.735770578  0.30190166
# 87 -0.647184848 -1.40077469  0.654031657  1.60617065  0.867503982 -0.93466714
# 88  0.210395804 -1.69528044 -1.414858850  0.85776259 -0.246216677  0.30835220
# 89 -0.529599345  0.35583042  0.107075937 -1.15370500  0.551790070 -1.31225438
# 90  1.514352141  0.54648902 -0.229866346  0.95861435 -0.049892111 -0.19339829
#           PC36         PC37        PC38         PC39         PC40         PC41
# 1  -0.31101224 -0.594818539  1.03981964  0.152711732  0.251933458  0.236241710
# 2   0.91479645  0.800424054 -0.81045029 -0.839792057 -1.494405373  0.098711880
# 3   0.40386069 -0.018287356 -1.22595241  0.049994687  0.206592676 -0.739949451
# 4   0.43249731 -0.387710834  0.49028104 -0.579554285 -0.750336413  0.488509005
# 5  -0.51965149 -0.474211889 -0.36389115 -0.523113686 -0.068950728 -1.243510827
# 6   0.61982991  0.147322763 -0.57487650 -0.566612564 -0.421925393 -0.119082749
# 7  -0.29711057  0.159329703 -1.32049425 -0.706378051  0.076491880 -1.359852257
# 8  -0.06246716 -1.018599567  1.62925479  0.392335818 -0.174941519  0.317656235
# 9  -0.89864460  0.559042982 -0.52257417 -0.772828438  0.847198283  0.505737910
# 10 -0.25829006 -1.086429815  0.25196718  0.342172930  0.531059299 -0.491552007
# 11 -0.69911328 -0.347654736  0.91945260  1.042158574  0.580479372  0.241560586
# 12 -0.80649851 -0.316607357  0.17105666 -0.852859226  0.104338759 -0.691578776
# 13  1.13759701 -0.459091234  0.93821060  1.059326932 -0.929774432  0.872227442
# 14 -0.67946189 -0.211863705 -0.03907395 -0.608541017  0.769493937  0.812464140
# 15  0.94606022  0.117717705  0.26732994  0.914364737 -0.817779432  0.146262507
# 16 -0.44223011  0.421698538 -0.66067745  0.855899431  0.583211079  0.336900517
# 17 -0.18328286 -0.938848122  0.52979603  0.368750797 -1.081194587 -0.082480809
# 18 -0.29243819 -0.038679314  0.22734159 -1.535086457 -0.100595588  1.174057153
# 19 -1.03282238  0.569164619 -0.75766052  1.263469952 -0.286172072 -0.135517722
# 20 -0.76805058 -1.053872937  0.76819618 -0.688276432  1.994461584 -1.261757045
# 21 -0.72946350 -0.194950546 -0.45861579 -0.688687470  0.518259619 -0.270881473
# 22  0.25663471 -1.139592677 -1.78487944 -0.795052232 -0.246640723  0.034476298
# 23 -0.40011616  1.420309593  0.68296898 -0.123134306 -0.378018600 -0.226920798
# 24  0.03135200  0.401539857  0.50168264 -0.984716921  0.408237630  0.039387873
# 25  0.67364434  0.497327709  0.80318804 -1.198052528  0.150274348  0.672259964
# 26 -0.31916521  0.276068840 -0.23615269  0.440628593 -0.314660882 -0.727953679
# 27  0.47048481 -0.379361738  0.15089000  1.400428585  0.194674277  0.626753796
# 28  0.56840477 -0.115795648 -0.90622218  0.035300844  1.194662662 -0.016717391
# 29 -0.25917998 -0.998011950  0.50003823 -0.782042309 -0.075329702  0.620613508
# 30 -1.04065094  1.546275008  0.69650408 -0.060227277 -0.192001245 -1.325922724
# 31  0.76760369  0.839943391 -0.18882175  0.311913784  0.451159110  0.224296064
# 32 -1.78134145 -0.185565041 -0.72247102  0.053693138 -0.677815101  0.248965468
# 33  0.31648927  1.811200513  0.28493358  0.155544603  0.327938935 -0.085467883
# 34 -0.39311804  0.956244893 -0.98447674  1.245699699 -0.117860016  0.244355026
# 35 -0.14264160  0.364548495 -0.59638943  0.390975366 -0.871296886  0.541748711
# 36  0.55763883 -0.884395153 -0.67983856 -0.573453143 -0.057117861 -0.445975566
# 37  0.84166592 -0.003007180  0.29977774 -1.149149112 -0.251877469  2.071180600
# 38  1.20634304 -0.206026803  0.32688358  0.617861537 -0.041184088 -0.609272158
# 39 -1.32005879  0.356977597 -0.54667051  0.473205319  0.280630935  0.688191374
# 40  0.09324346  0.561474298  0.49105869 -0.455640014 -0.643567814  0.066557943
# 41 -1.20378653 -0.024754844 -0.49096913  1.155815492 -0.374588524  0.556238692
# 42 -0.30501611  1.135598894 -0.21246151  0.196194415 -0.399642697  0.633633672
# 43  0.70828649  0.214620498 -0.11167246  0.542941862 -0.903270958 -0.426471186
# 44  0.03911162  0.330124652  0.55304347 -0.331093641 -0.616670541  0.352978210
# 45  1.94482105 -1.283902798 -1.20213655  0.671275209 -0.468519253  0.070226113
# 46 -1.23929354 -0.301802474  0.50121187  0.394815736 -0.524378611  0.654838269
# 47 -0.17938354  0.516082867  0.62869779  0.879513403  0.594254752 -0.937207514
# 48 -0.44639873  0.971040733  0.49053984  0.236174178  0.623663270  0.033414575
# 49  0.09257260 -0.185659144  0.23636946  0.148815687  1.077022348  0.528537889
# 50  0.63364347  1.264163086 -0.63037960  0.928085715  1.342843078  1.377464718
# 51  0.15223152  0.455327698  0.38698005  0.280848735 -0.086869371 -0.006171123
# 52  0.62445893 -0.127059301 -0.97868145 -0.349581250  0.357045760  0.464190638
# 53 -0.21590622 -1.339631863 -0.56271700 -0.493142393  0.746022196 -0.191950734
# 54  1.94894469 -0.352595714 -0.37873057 -0.346965153  0.185235003  0.403302855
# 55  0.01089787  0.858026950 -0.45848222  0.259993683 -0.749350475 -0.706862933
# 56 -0.04243055  0.650005225 -0.65761596 -0.979655622 -0.673682453  0.404957324
# 57 -1.30138075  0.239894781 -0.28369709  1.128416800 -0.451221648  0.165874970
# 58 -0.06347975 -0.136707866  0.50216709 -0.406367050 -1.174164681 -0.864441512
# 59 -0.54192041 -0.810154345  0.64232677  1.197989214 -0.528889809 -1.131206332
# 60  0.30704161  0.232974727 -0.56511547 -0.408994265  0.894487627 -0.917967632
# 61 -0.09262307  0.038405163  1.15696055  0.080321604 -1.039186978  0.074604334
# 62 -0.09990650 -1.133057619  0.45299294 -1.558241567 -0.005137346 -0.693700740
# 63 -0.74443150  0.556234875  0.53235038 -0.505068345  1.499173235 -0.277589023
# 64  0.91373904 -0.147409235  0.70224973  0.258396089 -0.113170386  1.095890291
# 65 -0.09479357  0.748934924 -0.17479401 -0.691338173  0.783781996  0.298430878
# 66 -0.26681949  0.432899880 -0.50478389  0.055264876 -0.763990641 -0.049696669
# 67  1.53723928  0.718946869  1.95040226  0.662068141  0.597281120 -0.879005081
# 68  0.62664742  0.407798202 -0.60655823  1.200998301 -0.085597555 -0.230525135
# 69 -0.21651936  0.707913343 -1.58053200 -0.384465139  0.192409291 -0.542974869
# 70 -0.16391823 -1.004889070  0.99071017  0.519454830 -0.379828380 -1.470494523
# 71 -0.02188444 -0.485276588 -0.43903272  0.654533899  0.495306627 -0.085869963
# 72 -0.37030496 -1.490671020  0.60915454  0.036677296  0.101858079  1.276226726
# 73  1.24151117  0.696739204 -0.56969844 -0.565756982  0.862276038  0.074150326
# 74  0.30426636  0.620390569  0.74647459  0.110747372 -0.816134262 -0.144917691
# 75 -0.84143665 -1.613866747 -0.91187110  0.005225688 -0.402435575  0.616041009
# 76 -0.23894589 -0.014049375  0.18997194  0.033980697 -0.142693519 -0.547291874
# 77 -0.76125025 -0.345239958 -0.98883770  0.364494252 -0.703913478 -0.011236235
# 78  0.65158436  0.763326328  0.37507138 -0.724696730  0.446893569 -0.173977915
# 79 -0.35035400  1.442436233  1.02509202 -0.866413371 -0.588040845 -0.036116519
# 80 -0.02385896 -0.275298027 -0.91426805  0.462946191  0.495510713  0.332216363
# 81 -1.00683090  0.260437737  0.78394570 -0.629967302  0.416369411  0.374662579
# 82  1.32548950 -0.670803475  1.14130786 -0.388665282  0.605243792 -0.693390116
# 83  0.78239621 -1.217780319 -0.59045619 -0.274815012 -0.427114969  0.146188813
# 84  0.85132981  0.275878097 -0.07061591  0.279177760 -0.398135865 -0.844367535
# 85  1.34133920  0.002879585 -0.24215854 -0.350102565 -0.334305636 -0.478041568
# 86 -0.41844887  0.781344970  0.33172569 -1.046391793 -0.324715894 -0.065153278
# 87 -0.44441541 -0.541818905 -0.54749628 -0.185613107 -0.016330863 -0.244519171
# 88 -1.05295319 -0.478790847  0.88972494  0.135044805  0.272798782  1.634177488
# 89 -0.58720686 -1.502506628  0.23269626 -0.179055347 -0.683996202 -0.506297756
# 90  0.69700922 -0.591928345  0.03115175  1.702938627  2.108848809  0.114475497
#            PC42         PC43        PC44        PC45         PC46         PC47
# 1   0.178024112  0.569630926 -0.32892038  0.64927512 -0.546645494 -0.529859688
# 2  -0.646892097  0.106583054  0.94400707 -0.24477738 -0.107665259  0.065783305
# 3   0.911785337  0.216082563  0.32379012  0.18345454  0.168388489 -0.573810946
# 4  -0.680440195 -0.422005414 -0.22904173 -0.37846156 -0.565176128  0.091936267
# 5  -0.880648469 -0.450621601 -0.76195872  1.12220359  0.050182495  0.521399493
# 6  -0.116962564 -0.612141887  0.72756415  0.21591214  0.294680547 -0.357729262
# 7  -0.707181389  0.602089397  0.59372528  0.56973796  0.360804711  0.286614670
# 8  -0.014826606  0.564409746 -0.33276761 -0.09906327 -0.480156771 -0.186416027
# 9  -1.140591865  0.146983094  0.47576923 -0.81048808 -0.060502470 -0.145179045
# 10  0.295032736  0.092865371  0.21494349  1.03050568 -0.109911815  1.042697952
# 11 -0.244817700 -0.276139591  0.88547697 -0.51565173  0.401863499 -0.795144294
# 12  0.971215137  1.165305117 -0.45997359  0.46342316  0.434337622 -0.915448798
# 13  1.166008700  0.698848698 -0.33857648 -0.33148070 -0.255343289 -0.125994549
# 14 -0.451066771 -1.282554872  0.17634297  1.02604356 -1.026413051 -0.148864961
# 15 -0.080191030 -0.465524557 -0.51869893  0.04827698  0.003640733  0.962969178
# 16  0.470895885 -0.656996754  0.65159289 -0.93470517  0.322541431 -0.059432529
# 17  0.836754550 -0.591424184  0.38989402 -0.06080852 -0.140410053 -1.084462504
# 18  0.039261786  0.034626432  1.10848910  0.36603351  0.334857930  0.774903552
# 19 -1.220861226 -0.075319592 -0.20796387  0.52429285  0.284659549  0.225406261
# 20  0.405130070 -0.747924786 -0.38244386  0.51482305  0.245413905  0.960084782
# 21  0.394447004 -0.374331635 -0.49758429  0.41466148 -0.126031653 -0.128499194
# 22 -0.019984754 -0.382435838  0.17864680  1.00488015  0.792982680 -0.262436742
# 23  0.776759629  1.122906891 -0.40173153 -0.43269921  0.788362153 -0.962029904
# 24 -0.435204204  0.985332865 -0.03515398 -0.32906995  0.373342089 -0.336890082
# 25 -0.436335250  0.852738836  1.30941340  0.51174308 -0.105018057 -0.147155630
# 26  0.035771452 -1.639682436 -0.30247256  0.07384954 -0.445267834 -0.183569906
# 27  0.125940497  0.886529555  1.78621295  0.08829925  0.515335105  0.148463174
# 28  1.064642195 -0.778689650  0.29797280  0.12922181 -0.172104592  0.050261431
# 29 -0.618519637  0.683861455  0.18256761  0.65273934  0.500229834 -0.167736606
# 30 -0.020197312  0.415964258  0.81647206  0.71138205  0.034694827  0.152754917
# 31  0.237162171 -0.196333860  0.59893850 -0.49753177 -0.259893068  0.255041013
# 32 -0.417340140  0.818445812 -0.41488703 -0.22918238  0.472746221  0.318718381
# 33 -0.306598259 -0.004033172  0.86214189  0.17872145 -0.288900193 -0.862440380
# 34  0.701813243  0.977293768  0.38628838  0.71375529  1.372350562  0.756334907
# 35  0.249198712 -0.067148001 -0.58965853 -1.10049811  0.125482524  1.325353531
# 36  1.431565669  0.701467779  0.10564493 -0.42504211 -0.501589743 -0.678377003
# 37 -0.308820222 -0.666475479  0.54163848  0.43216890  0.624058370  0.512688413
# 38 -1.020115713  0.048588024 -0.05380611 -0.20724200  0.611598948 -0.319774297
# 39 -0.078798901  0.357997914 -0.07011826  0.67136376  0.481771599 -0.079482233
# 40 -0.825321220 -0.120732640 -0.99792229  0.06220352  0.124082380  0.567554563
# 41 -0.117103431 -1.003650955  0.49633925 -0.22918595 -0.588251683 -0.282771900
# 42 -1.111486876  1.406551558 -0.39855470  0.04038055 -1.058079045 -0.004330079
# 43 -0.258144200 -0.564111849 -0.46651092  0.28893952 -0.340616355 -0.462831673
# 44  1.227411477  0.722764231 -0.71032263 -1.49244547  0.819491282  0.566178888
# 45  0.147566679 -0.218146966 -0.38435928  0.43657912 -0.685848419 -0.806652643
# 46  0.133458064 -0.741733670 -0.79979845  0.71769205 -0.249833165 -0.310052288
# 47 -0.418696195 -0.156389148  0.29776505 -0.95281023  0.348600924 -0.151718521
# 48 -0.727359628  0.308487335 -1.68641237 -0.42634575  0.187605051  0.482147514
# 49  1.190622672 -0.754027368 -0.41406762  0.28753853  0.430492936 -0.285317940
# 50  1.077121452 -0.373385202 -0.58874040  0.53564671  0.426007416 -0.374874001
# 51 -0.370797516 -0.689194674  0.54293439 -0.36732307  0.187547278 -0.479981385
# 52 -0.619951026  0.195691479 -0.60075794 -0.24253949 -0.687709636  0.527614971
# 53  0.931394285 -0.220619309 -0.05374779 -0.70345702  0.058303349 -0.562409218
# 54 -0.262862736 -0.071334671 -0.41726691 -0.39235004  0.648664953 -0.228344641
# 55 -0.635135920 -0.415505457  0.16134065 -0.15037961  0.481654122  0.327232491
# 56  1.081610653 -0.516448380 -0.86218574 -0.66637794 -0.003536763  0.042503945
# 57 -0.276110060  0.139049965 -0.73091686  0.66789054 -1.185745788 -0.375299994
# 58 -0.005742464  0.163660357  0.41973770  0.27345319  0.170629077 -0.645580615
# 59  0.566459392  0.553077014  0.64847076  0.10179426 -0.156340483  0.068868391
# 60 -1.050147617  0.042501403  0.14667115 -0.82388161  0.393503878 -0.202253813
# 61  1.767200499 -0.199533475 -0.46283563  1.07338225 -0.343785782  0.791994900
# 62 -0.182480631  0.494068404  0.10078410  0.22220039  0.431029411  0.241337238
# 63  0.143169255 -0.018080864 -0.07659509 -1.11046688 -1.029233407 -0.117974060
# 64 -0.378394087  0.299045093 -0.57924903  0.23931848  0.152538364 -0.063391127
# 65  1.041679863 -0.368430477 -0.15782737  0.79051955 -0.234962189  0.597394756
# 66  0.240223761 -1.088484793  0.22011631 -0.77157777  0.028852357  0.589008531
# 67  0.064090908 -0.216429579  0.21216001  0.32189301  0.651156541  0.777889776
# 68 -0.656270430 -0.080452001  1.12789819  0.60346249 -0.444357659  0.194316757
# 69  0.076375095 -0.921926557 -0.46269961 -0.71579339 -0.401366557 -0.707834810
# 70 -0.325256681 -0.412619032 -0.11683433 -1.20117288 -0.515860318  0.430624078
# 71  0.343363531  0.674302383  0.57133259 -0.46388123  0.603016478 -0.142739141
# 72 -1.146776243 -0.310290942 -0.25677999 -0.21188454  0.334784322 -0.799952073
# 73  0.053175615  1.167460422  0.03278686  0.02161258 -1.742367741  0.161090534
# 74 -0.687244773 -0.602362314 -0.93075113  1.12112487  0.803677815 -0.942885541
# 75 -0.784985654  0.504377233 -0.19763333  0.16134167 -0.190901781 -0.253381678
# 76 -0.279073082 -0.488035517  0.12959208 -0.35426476 -0.203814782 -0.235533070
# 77  0.652050642  1.948318254  0.37129922  0.45065210 -1.081370985  0.916681043
# 78 -0.365988662  0.597041653 -1.36067828 -0.33554030 -0.444952771 -0.292235987
# 79  0.855428774 -0.538989324  0.93684947  0.39707212 -0.864315712 -0.879928643
# 80 -0.026599082  0.790905627 -1.15738573 -0.35859438  0.386337338  0.147197436
# 81  0.454380436 -0.137533772  0.46623182 -0.58547495 -0.353253573  0.960662850
# 82 -0.768461946  0.377385476  0.19254562  0.12612522 -0.913033679  0.140603262
# 83  0.118148514 -0.598664508  0.86311759 -0.53010770 -0.391696420  1.132332158
# 84  0.335230988 -0.431836937 -0.23721452  0.02513751 -0.792133971  0.801096201
# 85 -0.184432798  0.191174302 -0.86567210  0.11791435  0.807941431 -0.134379416
# 86  0.419833701 -0.872599619 -0.11345464  0.37532005  1.098874263  0.070193843
# 87  0.389256045  0.852660433  0.04608369 -0.82272759 -0.092278006 -0.738034772
# 88 -0.565758181 -0.506679893  0.46838812 -0.85596075 -0.218600055  0.152197156
# 89 -0.174580328 -0.392712977  0.28682151 -0.98815492  0.863564508  0.278078599
# 90 -0.549105414  0.243652002 -0.28386708  0.59343727  0.372594896  0.115212497
#            PC48        PC49         PC50         PC51        PC52         PC53
# 1  -0.968066981  0.42603041 -0.229815006 -0.005132928 -0.69939232  0.034203082
# 2   0.046088718  0.56105747 -0.396331812  0.777560858 -0.62265453  0.691972758
# 3  -0.519715588  0.35156535  0.130823256 -0.315162412  0.32724209 -0.007942806
# 4   0.388086028 -0.20450035  0.515096811 -0.463874792 -0.22247765  0.071310535
# 5   0.178169040  0.08491941 -0.689593813 -0.121449121 -0.42730973 -0.415222972
# 6  -0.515281528 -0.58275529 -0.100261138  0.238431438  0.80484684 -0.055093999
# 7   0.062826086  0.22743353  0.704386039 -0.314926555  0.72306541  0.381788502
# 8  -0.496674634  1.18243606 -0.318398970  0.283989969  0.67227264  0.612247873
# 9   0.244992274  0.54620677  0.968016398  0.378234917 -0.07110078  0.282350457
# 10  0.603378106 -0.43959353  1.154484139  0.291438775 -1.23895042  0.580881702
# 11  1.237110513 -0.23222982 -0.475857216 -0.109201043  0.04138943 -0.514079577
# 12 -0.438692832  0.66476587  0.272060015 -1.016869574 -0.03718940  0.430137532
# 13 -0.499929001 -0.68115608  1.039688661  0.184435380 -0.24233481  0.514484367
# 14  0.701087000  0.30891939  0.494494500 -0.251883804 -0.20340555 -0.273710745
# 15  0.081657998  0.79692785  0.683109834 -0.069343947  0.10076138 -0.518976506
# 16 -0.185966511  0.41671882  0.410488387 -0.030546946  0.25308587  0.839340404
# 17 -0.228515376 -0.75800412 -0.437173081 -0.317404705 -0.05917563 -0.208804820
# 18  1.199763148  0.42408633 -0.795630950 -0.026001327 -0.18362567  0.503134008
# 19 -0.160400344 -0.33446024 -0.005364461 -0.345328074  0.59053452 -0.252985678
# 20 -0.150127219 -0.34605190 -0.174476129 -1.063581978 -0.24770945 -0.388667788
# 21  0.342842564 -1.09759041 -0.782090233  0.516067166  0.87451228  1.282295350
# 22 -0.348365165  0.17785424  0.034708032  0.597924078  0.18384464  0.320297951
# 23 -0.170865421 -0.10930423 -0.125200856 -0.130697720 -0.62823893  0.103246721
# 24  1.161907500 -0.67131458 -0.282861670 -0.062358891 -0.41989116  0.062885257
# 25 -0.427940526 -0.63100731  0.091474969  0.441697723  0.59081600 -0.555089893
# 26  0.176455623  0.50337753 -0.003316840  0.126016797 -0.23324397  0.264968115
# 27  0.141521724  0.45938582 -0.228929349  0.288745616 -0.63549361 -0.262038732
# 28  0.011180125 -0.96280678 -0.398214382  0.237950714 -0.28604338 -0.715388684
# 29 -1.121089528 -0.10100531 -0.700582448 -0.095715915  0.17410166 -0.337256561
# 30  0.512222774  0.17709247  0.450953290  0.076135524  0.46953623 -0.308215400
# 31  0.934354554  0.21990477  0.152911888  0.048484778  0.43720424 -0.462610392
# 32  0.420173458  0.21796419 -0.080444266  0.703380373 -0.39116875 -0.472888669
# 33 -0.841646324  0.12322455  0.113579479  0.513433934 -0.85430410  0.019921587
# 34  0.389071633 -0.43827786 -0.537307697 -0.451631303 -0.20754171 -0.197341431
# 35 -0.305922465  0.36162228 -1.405581322 -0.638685150 -0.12502041  0.392524115
# 36 -0.574772180  0.10451808 -0.902642574 -0.152364038 -0.10524023  0.402175279
# 37 -0.186893525 -0.81999176  0.685504602 -0.054637578  0.02700254  0.517727817
# 38 -0.627133861  0.23496726  0.853400276 -0.122456089 -0.09076174  0.335729700
# 39 -0.642298154 -0.10717797  0.952181020 -0.387578948 -0.30758544  0.199791123
# 40  0.031649483 -0.51344826 -0.034991631  1.064736490 -0.26420789 -0.297525247
# 41 -0.877247826 -0.59019373  0.128270887  0.355330987 -0.44539637  0.111103504
# 42  0.062761680  0.12486724  0.232034525 -0.813332505  0.45882257 -0.481193298
# 43  0.351772403 -0.89902151  0.295373170  0.028977935 -0.16958101  0.056156316
# 44  0.513612464 -0.22436317  0.144010050 -0.655648945 -0.33656918  0.065950340
# 45  0.559526795 -0.29904009  0.417368020  0.313499272 -0.31849607  0.107431465
# 46 -0.946042779  0.42873155 -0.102917643  0.648382246  0.47357151 -0.142115096
# 47  0.037428688  0.32731151 -0.634777236  0.178364765 -0.03396676 -0.116645204
# 48 -0.298977730 -0.77805691  0.097082740  0.610179020 -0.23009015  0.360017311
# 49  0.162455429  0.61325158  0.648182929  0.567035602  0.06632453 -0.422770082
# 50  0.412466046  0.04846648  0.085461955 -0.482328927  0.04490264 -0.247466709
# 51 -0.834339960 -0.50446527 -0.594608205  0.058560461  0.83972055 -0.012802314
# 52 -0.248846794 -0.18156869  0.022044028  0.093830572  0.02518527  0.588903137
# 53  0.037780854  0.31717696  0.235150455 -0.274737654 -0.10856113 -0.592179857
# 54  0.286967556  0.92183077  0.199791658  0.076592146  0.21375138  0.208173700
# 55  0.146218499 -0.57854911 -0.135807742 -0.982713232 -0.53847196  0.281408229
# 56  0.051227588  0.31695184 -0.063387835 -0.477745299  0.21345110 -0.050451606
# 57  0.025101391  0.24402417 -0.804030907  0.185855973 -0.48067026  0.538333713
# 58  0.444931722 -0.21871152  0.233373624 -0.509178631 -0.04725290  0.968277324
# 59  0.070278035  0.09635925  0.636513981  0.031675854  0.06503965 -0.154547288
# 60 -0.333121706  0.31018051  0.402824409 -0.159302611 -0.69699186 -0.173366099
# 61  0.594372361  0.02551730  0.078622670 -0.297344663  0.20891723  0.167905529
# 62  0.013149777 -0.81555162  0.303250255 -0.113696713  0.21299617  0.574191224
# 63 -0.270566398  0.01182558  0.605712827  0.662400457 -0.06633259  0.274776962
# 64  0.677603752 -0.09055138  0.330685948  0.154357114  0.83944797 -0.584091283
# 65 -0.333280175  0.57852995  0.154892979  0.255208985 -0.04283553 -0.525748772
# 66 -0.498611425  0.59442404  0.091920444 -0.151586382  1.00793820 -0.292844424
# 67 -0.682125907  0.18514785  0.023452672 -0.287782820  0.21775171 -0.022644014
# 68 -0.292870734  0.46672244 -0.533045439 -0.794509406 -0.13030532  0.317797271
# 69 -0.033965491 -0.25001226  0.232428746 -0.846717968  0.10500414 -0.093622154
# 70  0.606726026 -0.27947541  0.269060873  0.189124164  1.00551924 -0.005334524
# 71  0.318821920 -0.57281448 -0.224861876  0.789662963  0.85787699 -0.208250259
# 72  0.115385158 -0.29714039 -0.322854879 -1.006017832  0.51352172 -0.038841959
# 73 -0.704535813 -1.16410063 -0.304780934 -0.741200221  0.16734255 -0.490686351
# 74  0.042263443 -0.28659483 -0.570343448  0.133593200 -0.10876952 -0.802261772
# 75  0.743553290  0.95087601  0.108810191 -0.057311694 -0.39846897 -0.613349852
# 76 -0.009530757 -0.23451656  0.388811763  0.119302186 -0.18375818 -0.160591730
# 77 -0.331381614 -0.13571762  0.460607719  0.232942759  0.89787431 -0.580143494
# 78  0.449991984  0.22662486 -0.850648140  0.293920487  0.04625264 -0.597615057
# 79  1.341159209  0.66386420 -0.536552012  0.139464586 -0.10942494  0.452129028
# 80  0.330591933  0.77113115  0.026914016  0.402787578  0.51861355  0.822246434
# 81 -1.295071403 -0.12766038 -0.409526091  0.755464207 -0.53028641  0.185406306
# 82  0.008189632  1.25771671 -0.270010943 -0.389770660  0.12428443  0.003405546
# 83 -0.312206057  0.29032925 -0.990474542  0.032475742 -0.62682141 -0.703998306
# 84  0.699390025 -0.56847682  0.193149686  0.418795659 -0.14305215  0.110500125
# 85 -0.664212345  0.36165837  0.154204867  0.080362861 -0.92456242 -0.435488901
# 86 -0.401909925  0.63041406  0.242024769  0.497916780  0.65342670 -0.196796232
# 87  0.654840668 -0.38913710  0.087161238  0.866847954 -0.31401705 -0.842661156
# 88 -0.116512966 -0.30148320  0.447204962 -1.249265961 -0.26699203  0.122908700
# 89 -0.233195361 -0.34124733 -0.128354363  0.442895965 -0.24393921 -0.458075560
# 90  0.505743650 -0.17578628 -1.101712568  0.452551955  0.25192808  1.129986852
#            PC54         PC55         PC56         PC57         PC58
# 1   0.162673265  0.097195205  0.526240558  0.133601115  0.200074000
# 2  -0.146694831 -0.250625467  0.363941176 -0.119775386 -0.310735546
# 3   0.298369542 -0.785989050  0.032652608  0.244028112 -0.569102641
# 4  -0.264016249 -0.665261793  0.019048823 -0.683311530 -0.143015169
# 5  -0.088276305  0.033329465  0.009402516 -0.259081242  0.150641542
# 6   0.302124801  0.421981153 -0.023589373  0.468830943  0.582044879
# 7  -1.326146617  0.229346485  0.215298010 -0.171910988  0.067765585
# 8  -0.551690067 -0.334328041  0.006103146  0.475252830 -0.182202042
# 9  -0.055843782 -0.505520793 -0.401318208  0.308411442 -0.295808421
# 10  0.510149325  0.018110294  0.076648252 -0.178467689 -0.272012788
# 11 -0.517415395  0.460557120  0.363220421 -0.755091646  0.100077496
# 12 -0.038773153 -0.700924299  0.567716566 -0.059247314  0.351749487
# 13  0.405243855  0.056469287 -0.103293323  0.105211823  0.208131413
# 14  0.039855536  0.127323987 -0.032857941  0.633533707  0.439148576
# 15 -0.423379711  0.316187191  0.047459643  0.357025598 -0.319779137
# 16  0.403810236  0.931115269 -0.159165123 -0.286120335 -0.621111214
# 17 -0.495680291  0.332990045  0.260607530  0.603007266 -0.088927048
# 18  0.647586000  0.302077054  0.216066399  0.177400033 -0.087268031
# 19  0.577018633 -0.502610387 -0.159464872  0.618758906 -0.524765740
# 20  0.138185916  0.352879692 -0.096091383  0.065732449  0.300863765
# 21  0.603634974 -0.045442571  0.186956848 -0.200884055 -0.055823849
# 22 -0.096716796 -0.100981640  0.066174960  0.198860969 -0.419253544
# 23  0.036758856  0.051051940  0.196946491 -0.124008418 -0.409998352
# 24  0.010546182  0.049736038  0.206110332  0.382881203 -0.101857327
# 25 -0.753719472  0.088577612 -0.423776860 -0.008072543 -0.041604956
# 26 -0.412090284 -0.361983184 -0.727093197 -0.053972127 -0.171466589
# 27 -0.287057041 -0.248263699  0.727340279 -0.103400764  0.481854853
# 28 -1.330079696 -0.269852549 -0.368586229  0.016000484 -0.063221111
# 29 -0.234291665  0.086753023  0.227544071  0.041077581  0.381549302
# 30 -0.261726126  0.190235837  0.184909644  0.781707217  0.253691634
# 31 -0.612793507 -0.732935419  0.358488223  0.698972553  0.129635958
# 32  0.105930788  0.026703448 -0.291474767  0.390393609  0.395672952
# 33  0.256793075  0.353876647 -0.548547328  0.007471466  0.122836318
# 34 -0.255259928 -0.616881466 -0.357685447 -0.286047729  0.446327556
# 35 -0.117091358 -0.129298830 -0.705798980 -0.105064815  0.142206594
# 36  0.117304905 -0.179937034 -0.175615424  0.328691503  0.041103185
# 37  0.194903878 -0.041847855  0.003832260  0.322900093  0.046726173
# 38 -0.056891475  0.153364602  0.039512582  0.092983239  0.057934347
# 39  0.122813301 -0.019695500 -0.474936678  0.061339917 -0.266899980
# 40 -0.036152132 -0.182937054  0.635279052 -0.527466877  0.208697957
# 41 -0.554338128 -0.256236995  0.293485945  0.130904007  0.399068520
# 42 -0.074194449  0.254328685  0.187046961  0.127583815 -0.534949992
# 43  0.623364561 -0.763968735  0.176941438 -0.633909404  0.009008845
# 44 -0.720287133  0.517147758 -0.340193951 -0.050382951  0.064598179
# 45 -0.508321699  0.332482356 -0.422805670 -0.098889528 -0.200389159
# 46 -0.047185740  0.158249799  0.110195825 -0.782583076 -0.096876075
# 47 -0.195367568  0.133924696  0.499366372 -0.345193585 -0.461532133
# 48 -0.187950517  0.017793873 -0.478146434  0.515767376  0.156982630
# 49 -0.601334002 -0.029158620  0.398060144 -0.289758795  0.119145149
# 50  0.603469782  0.355245415  0.354370895 -0.061450888 -0.212272488
# 51 -0.473224893  0.713676461 -0.132098665 -0.010012994 -0.323402094
# 52 -0.333966977  0.073180687 -0.071396813 -0.373073380  0.871755555
# 53  0.136371421  0.358315714 -0.421639869  0.224429616  0.040216107
# 54 -0.350701869  0.350871043 -0.006228500  0.133215900  0.316506607
# 55 -0.133224326 -0.124458577 -0.072065190 -0.187319441  0.073589021
# 56  0.093119586  0.007949696 -0.278526562  0.662922398  0.039981099
# 57 -0.468010521  0.149021163  0.133090418  0.202470377  0.349997958
# 58 -0.470050155 -0.540263545  0.088210254  0.035043339 -0.017148867
# 59  0.280217944 -0.325886617 -0.888435333 -0.241789758 -0.360098817
# 60  0.735864465  0.366283475  0.532060471  0.004818594 -0.315411190
# 61 -0.031068045  0.078120175  0.774245427  0.431889836 -0.227461287
# 62 -0.357372411  0.547787750 -0.434147133 -0.328782593 -0.566364430
# 63  0.066652911 -0.203841799  0.266313458  0.163983941 -0.122281729
# 64  0.854964504 -0.595554017  0.060566893  0.255596830 -0.072687300
# 65 -0.250693969 -0.681511172  0.064470157 -0.471053543 -0.731692108
# 66  0.366251352 -0.020841344 -0.111549452 -0.107294600  0.435804318
# 67  0.201363203 -0.011784747 -0.611103140 -0.165088169  0.092968499
# 68  0.470130614  0.155804198  0.206988537  0.176907372  0.217479230
# 69  0.500830608  0.140052778  0.606735109 -0.089055404  0.439802115
# 70  0.110984547 -0.435420160  0.265114731  0.199000754  0.114335422
# 71  0.633389763 -0.321741358  0.091195728 -0.692581598  0.372981599
# 72  0.441049509 -0.205651928 -0.136943729 -0.011788891 -0.040887568
# 73  0.002191241 -0.395045360  0.063548073 -0.522392086 -0.348607077
# 74  0.154227658  0.411829785 -0.490561522 -0.044010617 -0.557842642
# 75 -0.255352026  0.280279803 -0.492437570 -0.299517481 -0.297573554
# 76  0.226712518  0.297569396  0.522840238 -0.034995202  0.331022045
# 77  0.570982541  1.159506669  0.085560438 -0.285692539  0.095936212
# 78 -0.223186944  0.048312862  0.316790099  0.074794428 -0.416438408
# 79  0.699899401  0.351858085 -0.697233922 -0.514454935  0.122003551
# 80 -0.227898707  0.268016121  0.405488546 -0.607652171 -0.070508532
# 81  0.126225657 -0.148280156 -0.133494011  0.202891734 -0.156129785
# 82  0.453893683 -0.157820341 -0.664456054 -0.311473264  0.561270817
# 83  0.475818811 -0.229544794  0.324962503 -0.009433264 -0.683061993
# 84 -0.095238647  0.745318617  0.148804222  0.105520656  0.172635271
# 85  0.472221616  0.227130766  0.193687317  0.206872723  0.633565120
# 86  0.113685133 -0.407615486 -0.096612190 -0.648300292  0.510739442
# 87  0.491785908 -0.408596884 -0.919579539  0.209747160  0.573809585
# 88 -0.363354480 -0.125230030  0.036536382 -0.490264299  0.155835385
# 89  0.401099526 -0.006286845  0.466862946  0.420250464 -0.515755892
# 90  0.043637559 -0.109863081 -0.262089534  0.631432827 -0.105545251
#            PC59         PC60        PC61         PC62         PC63         PC64
# 1  -0.189197469 -0.089401892 -0.29524688 -0.310721252  0.083022111  0.177214058
# 2   0.259887272 -0.292990034 -0.08033381 -0.441342080  0.018835850  0.279068883
# 3   0.062688160 -0.099230416  0.24353940  0.188271958  0.609131358  0.093725587
# 4   0.387601559  0.049076915  0.50596499  0.305493413 -0.003429806 -0.069734315
# 5  -0.030459986  0.490986935  0.10096497  0.022478574 -0.048267020 -0.162116383
# 6  -0.038409954 -0.509412870  0.14584855  0.662985590  0.042706609  0.044848502
# 7   0.076888929  0.326986496 -0.83789385  0.453227944  0.086929745 -0.116409662
# 8  -0.175262281  0.020967365 -0.31931036  0.017545251 -0.532439959  0.443664643
# 9  -0.325092469 -0.102813817 -0.07985249 -0.007619659 -0.453287671 -0.192812484
# 10 -0.133829633 -0.084878597  0.14321917 -0.187242725 -0.012203316 -0.127077640
# 11  0.275584985 -0.351534861  0.02067408  0.406395833  0.149113643  0.405472377
# 12 -0.080391290 -0.070833568 -0.05456073 -0.333032455 -0.104789663  0.119571840
# 13  0.028577497 -0.254400358 -0.06507754  0.097335821 -0.410983141 -0.254379298
# 14  0.058224560 -0.362952392 -0.19596444  0.029556853 -0.001648669  0.022726340
# 15  0.160364384  0.239665494 -0.21207632  0.053845261  0.545708317  0.189069382
# 16 -0.605638164  0.245070764  0.26077799  0.130036395 -0.266921417 -0.206579175
# 17  0.319121469 -0.212913462  0.13551209  0.366631598  0.098604915 -0.219455312
# 18  0.627675138  0.203106327 -0.37934529 -0.251491527  0.345021578 -0.121846841
# 19  0.598031696  0.463328338  0.04192779 -0.199902476 -0.303954559 -0.149784044
# 20  0.118120392 -0.290484523  0.11095610  0.111395733 -0.061123329  0.258543651
# 21  0.014588878 -0.003195963  0.03602971 -0.137687014 -0.130063833  0.055705461
# 22  0.030954437 -0.441644644 -0.03523275 -0.092839374 -0.022567108 -0.501783572
# 23  0.405589328 -0.018519683 -0.46133084  0.516258191  0.102187297 -0.593093929
# 24 -0.271083577  0.348283204  0.53795268  0.081818023 -0.463129276 -0.059579702
# 25 -0.084182701 -0.214483812  0.30434040 -0.293904160 -0.001853711 -0.224210896
# 26 -0.104896810 -0.788864466  0.01653559 -0.221726665 -0.124230254  0.100202156
# 27 -0.343903530  0.357855656 -0.09750776 -0.050228781  0.295201656  0.046681818
# 28 -0.036477195 -0.033626075 -0.38006251 -0.132492435 -0.186987592  0.069460880
# 29 -0.164932692 -0.199439582  0.20719399 -0.047056095 -0.015618765  0.238988130
# 30 -0.239117050 -0.722161488 -0.14131407  0.039913891  0.164224762 -0.155449338
# 31  0.207160451  0.172291278  0.20440292  0.054450936 -0.537481024 -0.073170505
# 32 -0.156330443  0.662883202  0.46411980  0.674146858 -0.109852821  0.083705506
# 33  0.467331581 -0.426220297  0.04076846  0.143114789  0.023835436 -0.002231339
# 34 -0.156737013 -0.255494025 -0.10520653 -0.270445021 -0.033918781 -0.010317060
# 35 -0.162108694 -0.423843931  0.10007670 -0.014330188  0.259588587 -0.266204677
# 36  0.040976784  0.316224808 -0.39976256  0.073941468  0.108436411  0.124861548
# 37  0.511309307  0.144970483  0.03084053  0.012457223  0.097757589  0.317427280
# 38 -0.115907989  0.098237816  0.37609673 -0.382109055 -0.303212727 -0.189612946
# 39  0.335404558  0.066596602 -0.12840014  0.300928966  0.193751712  0.051082617
# 40  0.120753406 -0.111260126 -0.79756849 -0.135201698 -0.372085661 -0.243888652
# 41 -0.226229202  0.451786404  0.06456346 -0.226692172  0.069018715  0.232749612
# 42 -0.199610042 -0.065410108  0.06675315 -0.150878206  0.097522071 -0.099692894
# 43 -0.791419067  0.098532549 -0.36346445  0.232915380  0.059954089  0.187148393
# 44 -0.207496588 -0.444625828 -0.14271218 -0.204051014 -0.058737777  0.110819301
# 45  0.293204575  0.131840685 -0.23065240  0.086473988 -0.105727719  0.227279190
# 46 -0.037969131  0.268996661  0.22388513 -0.271116194  0.110259920 -0.398620622
# 47  0.498817503  0.265693751 -0.01039679 -0.052303775 -0.312890351 -0.142694552
# 48 -0.827921865 -0.144820901 -0.36201655 -0.023942382  0.205288487  0.152937706
# 49 -0.108627327  0.427150442 -0.14484306 -0.353502388  0.008069842 -0.119021724
# 50 -0.053409806 -0.172564891 -0.13615489  0.266168759  0.013353466  0.109059866
# 51  0.249332286  0.179005613  0.10350826 -0.649136720  0.057607406  0.122632772
# 52  0.239966165 -0.157907355  0.31884454  0.077893628  0.069822488 -0.007746306
# 53 -0.258753176  0.362116391  0.11885385 -0.663591958 -0.103376831 -0.246622000
# 54 -0.941980611 -0.135451241  0.45898193  0.263865702  0.382686671 -0.519092874
# 55  0.113615523 -0.055927718  0.34218297 -0.522634699  0.107439246  0.272655239
# 56  0.361378007  0.453452603 -0.24831754 -0.143857040 -0.216411512  0.221086082
# 57 -0.017224996 -0.069504654  0.13934251  0.188734474  0.241569016 -0.152257924
# 58 -0.189178581  0.481506759  0.55653935  0.135033170  0.099013643  0.296476680
# 59  0.247879266 -0.359666989 -0.22210227 -0.063720538  0.237311432 -0.100470124
# 60  0.006245894 -0.672461404  0.09302725 -0.506365516  0.257455893  0.371455072
# 61  0.141752247 -0.313613824  0.72149098 -0.119913549 -0.130968927 -0.158509672
# 62 -0.331750329  0.505285110 -0.23511207  0.130400469  0.073493265  0.215928105
# 63  0.064723306  0.356634955  0.28748287  0.400915422  0.704040353  0.327295980
# 64 -0.279593291  0.050337585 -0.41411356 -0.157067184  0.429874588  0.328472437
# 65  0.028520303 -0.091336252  0.42141345  0.065156646 -0.217303174  0.053485465
# 66 -0.076404930  0.246235120  0.04180003 -0.159586772  0.195375816  0.375929568
# 67  0.515976860  0.781896872 -0.11766007  0.290493457 -0.161021458  0.081385875
# 68 -0.495866865  0.337328366 -0.23881121  0.031808014 -0.362225456  0.021839815
# 69  0.106625374  0.201121018 -0.22497648  0.187926811 -0.201560775 -0.231963028
# 70  0.259927335 -0.238900561  0.02324772 -0.027710840  0.270941886 -0.349135024
# 71  0.196710663  0.047118518  0.31842313 -0.165337653  0.227276493 -0.167640930
# 72  0.363858058 -0.243205365 -0.43978528 -0.062962343  0.033973265 -0.441955281
# 73 -0.243280896 -0.050225662  0.07605386 -0.007298350  0.144623613 -0.136857761
# 74 -0.277290583 -0.097438445  0.32930237  0.297118769 -0.157681710  0.375073061
# 75  0.307216998  0.111604269  0.06861792 -0.054160513  0.277797885 -0.068910450
# 76  0.132236495 -0.284609860 -0.06958615 -0.065497826 -0.389199091  0.017605912
# 77 -0.190963118 -0.009732342  0.08394434 -0.068502490 -0.375966240  0.237407967
# 78 -0.068988816  0.168262259  0.08077035 -0.220423049  0.188134229 -0.073536118
# 79 -0.511933465  0.384417911 -0.21281418 -0.183204784  0.018134586  0.021351446
# 80  0.811018940 -0.619431293  0.08347960  0.309130106 -0.301391635  0.602251768
# 81  0.445579600  0.057994386 -0.01026339  0.214982957  0.100673680 -0.236508481
# 82  0.162638435 -0.264585620 -0.05880530  0.200242817 -0.222818788 -0.124393038
# 83 -0.443864693 -0.195287431 -0.09724899  0.705618299 -0.363534501  0.034815428
# 84  0.208086769  0.276574989 -0.12972943 -0.180071466  0.308019378 -0.269260651
# 85  0.501913753  0.430352033  0.21350976 -0.051746494  0.123463042 -0.133674189
# 86 -0.444488744 -0.163281058 -0.01519396  0.225985858 -0.025702369 -0.088502012
# 87  0.402138321 -0.013371219  0.12171812 -0.188757834 -0.226081382  0.205246386
# 88 -0.296384203  0.095635209 -0.04599150  0.055224532 -0.025209660 -0.135251354
# 89 -0.689773129 -0.185336631 -0.26385824  0.004512045  0.019471612  0.141493006
# 90 -0.141835056  0.031885387  0.11517778 -0.059425463  0.102135805 -0.123848014
#             PC65          PC66         PC67         PC68         PC69
# 1   0.2040157295  2.592211e-01  0.013530467 -0.182879903 -0.076059862
# 2   0.0203025386 -7.419851e-03  0.053519373  0.429760459 -0.006525049
# 3  -0.1105663412 -2.979059e-01  0.061440164 -0.253804799 -0.181074094
# 4   0.0912593555 -1.770738e-01 -0.169724364  0.055747937 -0.029011340
# 5  -0.0935112270  3.704009e-01 -0.268394767  0.108843489 -0.057843021
# 6  -0.2977216817  3.016907e-02 -0.141392071  0.061633289 -0.027825084
# 7   0.0626272294 -4.087369e-02 -0.156691626 -0.048112957 -0.003505302
# 8  -0.0782938567 -6.703572e-02 -0.301883168  0.049222491  0.071260420
# 9  -0.0191633000  4.262022e-01 -0.162693676  0.076567205 -0.105037668
# 10 -0.0840134164  2.255853e-01 -0.061771114 -0.074262139  0.161266844
# 11 -0.2308051201  4.394974e-01  0.041646900 -0.132515743 -0.038363479
# 12 -0.3126830242 -6.524507e-02  0.082086075  0.108401464  0.108302245
# 13  0.3500714121  2.509370e-01  0.090335729  0.065206293 -0.210024722
# 14 -0.3199509793 -2.659440e-01  0.062624335  0.005795807  0.196445058
# 15 -0.1616968590  1.921245e-01  0.527271790  0.095594898  0.098778684
# 16  0.2057713567 -3.373743e-01 -0.029148528  0.072506220  0.143659099
# 17  0.4910079714 -4.261308e-01  0.147557502  0.073394899  0.043644867
# 18  0.0624489428  9.820424e-02 -0.227627969 -0.227471080 -0.232621519
# 19 -0.1345416088  1.886040e-02 -0.165694181  0.009572375  0.036114970
# 20  0.1743854943 -5.091893e-02  0.210209125  0.084135211  0.068281192
# 21  0.2210193550  3.556752e-01  0.236612460 -0.106900350  0.100512208
# 22 -0.0244966799  5.921028e-03  0.205543701 -0.120681116  0.216496889
# 23 -0.2749851342 -7.195237e-02 -0.088133533  0.118632527 -0.047360601
# 24 -0.1339455801 -3.897331e-01  0.409367268  0.131858758  0.113568205
# 25 -0.1918254910 -1.635886e-02  0.045259156 -0.274390912 -0.021130287
# 26 -0.0958411069 -1.701744e-01 -0.162636158  0.268467481 -0.102222502
# 27  0.0064923591 -3.405272e-01 -0.025514752  0.090052699 -0.047261549
# 28 -0.0615852545  4.915888e-02  0.057599200  0.089383366 -0.138586886
# 29  0.0397550018  5.889902e-02 -0.238368111  0.195740212  0.095123716
# 30  0.3101819770  3.606851e-01  0.130497701  0.032631361  0.004672761
# 31 -0.1627015208 -1.606084e-01  0.179048258 -0.036924304 -0.053718503
# 32  0.2619997002  1.659347e-01  0.196132360  0.113860852 -0.037914032
# 33 -0.0419772105  2.498543e-01  0.018865615 -0.079047161  0.040702433
# 34  0.4057126275 -1.731886e-01 -0.101532872  0.128783527 -0.112620889
# 35 -0.2497637965  1.305619e-01 -0.226057126 -0.225275611 -0.026834855
# 36 -0.1441258253  1.597651e-01  0.150518059 -0.125299557  0.065982521
# 37 -0.0528120268  3.140608e-02 -0.191388551 -0.189343788  0.082019483
# 38 -0.2677285952  3.254448e-01  0.400479986 -0.196229032 -0.178808029
# 39 -0.2365177059 -6.138759e-02  0.110669494  0.142248329 -0.117054281
# 40  0.0216162652 -1.591385e-01  0.300692652  0.020375436  0.081009763
# 41  0.3600453107  1.830286e-01 -0.296359406 -0.073307167  0.178267780
# 42 -0.0082851674 -1.277776e-01 -0.431682070 -0.194265938  0.182718021
# 43 -0.0172200718 -7.203692e-02 -0.023206376 -0.051208826 -0.001343907
# 44 -0.2230660910  2.545540e-01 -0.070934134 -0.165507107  0.086948306
# 45 -0.0166954936  1.292979e-01 -0.169533921  0.096846598  0.069616795
# 46 -0.4118622793 -2.715691e-01  0.083497899  0.013909833 -0.195411979
# 47  0.2658121965  1.619608e-01 -0.135698355 -0.188869609  0.254986255
# 48 -0.0519590548 -3.554129e-01  0.045874737  0.007472293  0.010387579
# 49  0.0006562524  1.560905e-02  0.009632325 -0.197864065 -0.207960019
# 50  0.0050629629  1.400036e-01 -0.322384429  0.299497421  0.203493786
# 51  0.1161030101 -7.784424e-02  0.126809768  0.080294223  0.047992124
# 52  0.0279409825  1.776923e-01  0.043760557 -0.134524609  0.016938181
# 53 -0.0794304434  8.007464e-02 -0.079560451 -0.005507942  0.085467761
# 54  0.4934625652  6.284410e-02 -0.069304715  0.033564906  0.071509767
# 55  0.1855650832 -3.039273e-02  0.321857638 -0.099216889 -0.026171712
# 56  0.0912285030  2.298493e-01  0.135381983  0.326997746 -0.035025054
# 57  0.0480959491 -2.437774e-01  0.122268158 -0.194153217  0.096305655
# 58 -0.2256905741  1.785788e-01 -0.023007296 -0.083963626  0.078128833
# 59 -0.0257306483  1.077032e-01  0.029714236 -0.155468330  0.174656445
# 60  0.1235439763 -4.475913e-01 -0.019843204  0.027458219 -0.093030827
# 61 -0.1443697679 -5.043687e-02 -0.213138733  0.140973269 -0.125934111
# 62  0.2702308119 -3.997927e-01 -0.230157866  0.095950454 -0.171927117
# 63  0.0749803097  1.974835e-01 -0.015932863  0.139959427 -0.198954869
# 64  0.1856975419 -2.831645e-02  0.167805197 -0.168390910  0.104007160
# 65  0.7016970471  7.101295e-02 -0.095840587 -0.179755959 -0.012225903
# 66 -0.0965904394 -6.949361e-02  0.038580941  0.086249368 -0.002707212
# 67 -0.0537265048 -2.039223e-01 -0.016128058 -0.061887442  0.139169173
# 68  0.2480460738  1.424560e-01  0.107915303  0.066238734 -0.177614663
# 69 -0.0553368505  4.605033e-02 -0.024588341 -0.366007125 -0.137163229
# 70  0.2170105189  6.898687e-05 -0.110418235  0.007741486  0.012300794
# 71 -0.3152434711  2.376842e-01 -0.059909420  0.469964576  0.090836826
# 72  0.4897846426  2.718097e-02  0.168389662  0.137219571 -0.151887011
# 73 -0.1106997975  1.564023e-01  0.129106062  0.286060420  0.094941372
# 74 -0.0210130706  2.232945e-01 -0.041880903 -0.095564150 -0.202494796
# 75 -0.0187413004  2.557081e-02  0.248381697  0.206280469  0.057104738
# 76 -0.3106440157 -2.171767e-01 -0.286031273  0.115902291 -0.066738022
# 77 -0.0605508782 -4.640457e-02  0.113525979 -0.088457804 -0.117148612
# 78  0.0002865221  1.354464e-01 -0.045361712 -0.016675662 -0.047784960
# 79  0.0154284070 -9.783315e-02  0.155495879 -0.022094032  0.070131867
# 80  0.1097474218 -2.131634e-01  0.170085559 -0.128965781 -0.015573753
# 81  0.0671596236 -4.224480e-02  0.173493965  0.114186327  0.055754756
# 82  0.1417760837 -4.131044e-02 -0.067613044  0.187545861 -0.092018756
# 83 -0.2721116762 -1.102037e-01  0.186801559 -0.233701497  0.022788783
# 84 -0.1072468362 -2.267313e-01 -0.188984711  0.050989151 -0.084963915
# 85  0.0351824080 -6.157371e-02 -0.240146620 -0.033209792  0.126497847
# 86 -0.0872618673 -1.171187e-01  0.047286636 -0.071775800  0.129590584
# 87  0.1438499133 -4.315982e-01 -0.231315196 -0.314063219 -0.017513403
# 88 -0.2570044063 -8.358424e-02  0.111938481 -0.027413762 -0.010225276
# 89 -0.1834449650  2.613007e-01 -0.205598999  0.055474981 -0.026729108
# 90 -0.4118824208 -1.033580e-01 -0.035898105 -0.050235494 -0.118430780
#            PC70
# 1   0.036685658
# 2  -0.074383405
# 3   0.122992493
# 4   0.057357223
# 5  -0.037247222
# 6  -0.028994592
# 7   0.055033473
# 8   0.040897189
# 9  -0.084036919
# 10 -0.014976756
# 11  0.075418896
# 12  0.154991350
# 13  0.164644987
# 14  0.082422052
# 15  0.166309352
# 16  0.136647248
# 17 -0.082508144
# 18  0.021656318
# 19  0.257430397
# 20 -0.079962152
# 21 -0.096386792
# 22  0.060646866
# 23 -0.110720674
# 24  0.213020091
# 25 -0.016809176
# 26 -0.244019211
# 27 -0.146644016
# 28  0.062071397
# 29  0.168993291
# 30  0.062449402
# 31 -0.070952431
# 32 -0.067269073
# 33 -0.084242416
# 34  0.033041221
# 35  0.116707038
# 36 -0.097064951
# 37  0.040919865
# 38 -0.123781693
# 39 -0.020085488
# 40  0.089313478
# 41  0.087632322
# 42 -0.141004812
# 43  0.140967176
# 44  0.140657914
# 45  0.080874096
# 46 -0.033393878
# 47 -0.058999574
# 48 -0.089945918
# 49 -0.050811620
# 50 -0.101643573
# 51  0.061909535
# 52 -0.060630850
# 53 -0.015579245
# 54 -0.022523735
# 55 -0.100362541
# 56 -0.042670586
# 57  0.023993206
# 58 -0.126203525
# 59  0.022808836
# 60  0.129870689
# 61 -0.086474373
# 62 -0.065671440
# 63  0.156196710
# 64 -0.222792338
# 65  0.051989760
# 66 -0.006540443
# 67 -0.126506323
# 68  0.004965890
# 69 -0.013018141
# 70 -0.051950323
# 71  0.098066488
# 72 -0.037452436
# 73 -0.140775561
# 74  0.072286872
# 75 -0.109657395
# 76 -0.073137911
# 77 -0.078550251
# 78  0.071067628
# 79  0.037492667
# 80 -0.084678187
# 81 -0.027292108
# 82  0.191061612
# 83  0.020697224
# 84  0.100588603
# 85 -0.064851342
# 86 -0.004246641
# 87 -0.011724930
# 88 -0.045116758
# 89 -0.128140405
# 90 -0.010344241
# 
# $prop_expl_var
#  [1] 0.1874471567 0.0439464644 0.0377536460 0.0354092060 0.0339012730
#  [6] 0.0323432997 0.0307043508 0.0297263107 0.0273377122 0.0262983161
# [11] 0.0256562476 0.0239805566 0.0230188730 0.0226738353 0.0216110566
# [16] 0.0215502148 0.0208078050 0.0196649502 0.0194087981 0.0175497632
# [21] 0.0168449509 0.0158621671 0.0153940168 0.0147808584 0.0137459157
# [26] 0.0136594330 0.0135394961 0.0126900399 0.0121271518 0.0111787310
# [31] 0.0107155754 0.0105281975 0.0097385865 0.0094154812 0.0088992899
# [36] 0.0077187629 0.0076339040 0.0073112183 0.0068204052 0.0062606549
# [41] 0.0061302354 0.0058878905 0.0057508559 0.0051586082 0.0048648971
# [46] 0.0043244727 0.0040076238 0.0039645419 0.0036456580 0.0034415528
# [51] 0.0031247517 0.0029196217 0.0027532454 0.0025119183 0.0019469832
# [56] 0.0018802191 0.0017415813 0.0015670654 0.0015181800 0.0013556984
# [61] 0.0010373370 0.0009654062 0.0008195903 0.0007275286 0.0006275177
# [66] 0.0005816568 0.0004371621 0.0003417783 0.0001758960 0.0001358538
# 
# attr(,"class")
# [1] "pca"
     mat.to.diag1<-new.cov(datos1,cls=grupos,A=diag(ncol(datos1)))
      mgpca(mat.to.diag=mat.to.diag1,mat.x=as.matrix(datos1),cls=grupos,Plot=T,ncomp=2,center = TRUE,scale = TRUE)

# $variates
#            [,1]        [,2]       [,3]        [,4]         [,5]        [,6]
# 1   -0.96002940  0.71575765 -1.9633670 -0.01279569 -1.547668877 -1.24475469
# 2   -0.66371034 -1.41903472  0.8945727 -2.83670564 -1.129291956 -0.49221913
# 3    0.74663295  2.84503362  0.5150932 -1.58454983  0.185682709 -0.68906172
# 4    2.64241154 -1.13265503 -0.5009118 -1.27911138 -0.612366529  3.03206595
# 5    1.50217061  1.45205115  0.6302423 -0.21061027  1.013652977  1.66881639
# 6   -2.54911048  0.99217260  0.1836742 -3.14120990 -0.489582558 -2.03851185
# 7   -5.42635682 -1.59809761 -0.7636430  2.15047719 -0.602346728 -0.09507047
# 8   -5.88124349 -0.72019141 -2.2062073 -0.31023810  1.035345414 -0.67523565
# 9    3.93149438  2.55026344 -2.7150382 -0.24645735 -1.397959764  0.69113638
# 10  -0.77630081 -0.87313218 -0.7328871  0.06086916 -0.218658383  1.15647910
# 11  -1.11034212  3.24805006  0.1848937  0.13570207  0.872739410  1.84659993
# 12   0.22777533 -2.68936868  0.3551008  1.81778365  1.366541243 -0.85959367
# 13  -3.91157660  1.85856556  1.7519627 -0.18660954  1.657496263 -1.53581193
# 14   0.42063404 -0.03450717  0.8895249  1.28091603  1.551372956 -0.02376488
# 15  -2.23453867  0.28270883 -0.1437661 -0.60101599 -0.278765597 -0.50920042
# 16   1.52418007  0.90128292  0.8686705  0.70601622 -0.064288507  0.15719334
# 17  -2.39273322  1.22294093  1.5454316 -0.25319285 -0.933543471  1.77447142
# 18   2.82662578  0.08166699 -0.3411139  0.65451437  0.948130263 -0.47118482
# 19  -1.20924502  2.65960280  1.4338785 -0.13810190  1.275656151 -0.15906573
# 20   0.88722498  0.01384000 -0.5658673 -1.28935057 -1.153250070 -2.19710657
# 21  -1.78204726 -0.65997669 -1.4456969 -1.17935995  0.122278985 -1.97525906
# 22   0.92231880  1.44274411 -0.2677572  1.10474929 -1.455617947  1.54383354
# 23   2.39075896 -0.70903367 -2.5687831  1.10472328 -0.165968915  0.56834658
# 24  -1.19633919 -1.42927992 -1.3211884  0.83943607 -0.494736148  0.18632835
# 25   2.37048480 -1.76105475  0.8104987  2.63581671  0.277213932 -1.25038236
# 26   1.96503406  0.11722692 -1.2735914  0.49913783  1.750742077 -2.99207063
# 27   4.80551965  0.33878976  0.7266367 -0.39665998  1.286816120 -1.20153067
# 28   2.02868402  1.33378686  2.0165211  2.12009200  0.825093802 -1.30563570
# 29   5.61635109 -0.13649920 -0.4404154 -1.10828601 -0.490334563  2.62106938
# 30   5.57658184  1.50380086  0.2668865 -3.43702987  3.615687074  2.07900443
# 31  -2.65825659 -0.08432220  1.9533373 -0.09285902 -2.632647406 -0.52770355
# 32  -3.28237221 -1.54767431  0.8284628 -1.83155282  0.392533780 -2.83061847
# 33   0.12585942 -3.19192808  1.0153691 -0.25979478  0.579781434  0.53552980
# 34  -1.24045478  0.39869704 -2.2737390 -0.18287543 -3.354913951 -0.01898637
# 35  -3.42383076 -1.60627934  3.9612333 -0.83204880  0.992318920  1.97195821
# 36   2.10297421 -0.18417599  3.3549777 -1.30299164 -1.259480079  1.88056952
# 37  -5.64225362  1.70010771 -0.9763098  0.46035018  0.459083285 -2.00839764
# 38   1.02729899 -1.15368343  0.5090167 -1.48135821 -1.263344559  2.07973642
# 39   5.41719727 -1.24444996  1.7879316  0.02177639  2.252244243 -0.58373550
# 40  -1.25414244  0.05464017  2.7471810 -0.52618282  0.415230009  0.60118557
# 41   1.99737607 -0.48675771 -2.5082644 -2.31982791  0.912661120 -0.34796262
# 42  -5.24360251  1.05653255  0.8169478 -2.62891405 -1.346514999  0.51588943
# 43   4.24965982  2.18781742  1.0655769  0.63156695  1.994861744 -0.05716262
# 44   3.09806427  1.56308887 -1.8898108 -0.06079272 -0.318923675 -2.58778469
# 45   4.21770393 -3.44210262  0.2205320 -1.06900556  1.843706831  0.34160789
# 46   1.86398141  3.81696057 -0.3858405 -0.68725207 -0.761046793 -3.11749931
# 47   5.96463156  2.15412305  1.9388000  1.89691607 -0.407576465 -2.65428480
# 48   2.50684951  0.39415861 -0.2533636 -0.24197050  0.365804627  3.16239597
# 49  -9.73889954  0.52244098 -2.4282442 -2.95068900 -0.339187591  4.16356145
# 50  -3.67160812  0.56994147  1.2353502 -0.67837847 -2.143875140  0.83349169
# 51   1.25513347 -1.20842624 -1.7413765 -1.53492312 -0.321554582  1.05162626
# 52   0.75169360  1.03345503  1.3822956  2.35021212 -3.259106671 -0.49020475
# 53   1.11911987  1.67102337  1.9694884 -0.27600481  0.953398692  0.81551943
# 54  -0.03662616 -0.09635090 -1.7104597  2.00495073  2.999799869 -1.68382283
# 55  -7.90006461  1.02915651  0.6966798 -1.03859051  2.661805337 -0.14698218
# 56   6.50504388  1.01349290 -0.9420848 -0.64360060 -3.041625678  0.60790462
# 57  -1.24321929 -1.75056775 -0.1228023  1.47828558 -2.349112766 -0.88280040
# 58   1.65209261  2.94655623  0.4138773  1.59037747 -0.348465098 -0.50859506
# 59  -2.49291358 -1.77810631 -2.0892395  0.26028626 -3.731668489 -1.75030939
# 60  -1.48131594 -0.34599095 -0.4251703  0.11009091 -1.084020456 -0.85833169
# 61   0.66363086 -1.28063519 -0.8634037  1.20881094  1.498834974  1.09012288
# 62   1.50487831  0.46005640  1.3367249 -2.39780642 -0.018770930 -0.03469175
# 63  -2.57744265 -0.56397640  1.5154581  0.96200819 -2.023598618 -0.06086070
# 64   7.78637031 -0.28849751  0.5890465  1.26538869 -1.302164529 -0.52485717
# 65   2.55364685 -4.30124379  3.5608237  0.68843664  0.045143355 -0.12248595
# 66   1.07111591 -2.23808939 -1.8877026  5.08233939  1.654890294  2.11960045
# 67  -2.17200693 -1.54218573 -0.4540723 -1.12958356  2.535014503 -0.71401485
# 68  -0.67953649  0.89722007 -0.9265902  3.49246676 -0.980242029  0.38719012
# 69  -0.24263237 -3.97005199 -2.6618392 -1.42834395  1.896532256 -1.07057766
# 70   4.17188317 -0.52080041 -0.2582541 -0.23061893 -0.625176959  2.00837810
# 71  -0.25174989 -2.94052574 -1.1785112 -0.63750534  0.072882731 -0.20184353
# 72  -2.34086604 -2.02025881 -0.1034768  0.94963106  0.670683146 -0.70955420
# 73  -6.60889801  2.67014731 -2.5440715  1.20897289  1.692588854  0.80363481
# 74   0.38863120 -1.46037224 -1.5880212  3.26808424 -3.118706761  1.23331612
# 75  -4.78703967  0.74989977 -0.8475789  0.05591400  1.230670458 -0.51327307
# 76  -1.29996164  0.05971124  2.0536732  0.94623968 -0.580138544 -1.23734764
# 77   3.66935308 -0.50645794  1.4037843  0.27105027  0.605034452  0.12757036
# 78   0.36500377 -1.12207500 -0.1509973 -1.48860579  2.593159379 -3.81683795
# 79  -3.08597946  0.60385597  1.2705675 -0.15392835  0.351795209  1.64023682
# 80   1.92888533  2.13486899 -0.2797657  0.94881241  2.068971195  2.19773037
# 81  -1.56044907  2.56351649 -1.9132466  3.02224714  2.023812649  1.74742730
# 82  -1.33463539  2.21415170  1.3128320 -1.06221677 -1.441675482 -0.09142556
# 83   3.87528518 -0.34343880 -4.9126053 -2.90716055 -0.060198182  0.14029698
# 84   1.23321560 -0.43334449 -1.8384089  0.89632639 -3.238843779 -1.01053263
# 85   3.14067946  1.80565184  0.5469048  0.54552155 -0.235267129  0.98168984
# 86  -3.41460002  0.51729336  0.8429219 -1.85847393 -1.555125620 -0.85589851
# 87  -3.03150381  0.71518010 -2.0723996  0.70366158  1.367639243  0.95482753
# 88   5.74287358 -2.73252627  1.4854598 -1.63986308 -1.316262666  0.10717169
# 89 -10.24500583 -2.10152918  3.9912999  3.36238316  0.005100347 -0.16204334
# 90   0.70042540 -1.41437505  0.5977421 -1.00833720  0.573183327  0.47137195
#           [,7]         [,8]        [,9]       [,10]       [,11]        [,12]
# 1   1.24421676  1.311736294 -3.36276271  0.69758748  1.14476490  2.034471226
# 2   2.17606268  0.216124877  0.30968207  0.11992607 -0.58792085 -1.156723828
# 3  -0.26465189 -4.134803232  0.03593738  1.34816981 -0.68241931  0.290512512
# 4  -0.81526583  0.749569413  0.23461015 -1.09406891  0.12314736 -1.435334581
# 5  -1.59790964 -0.391663579 -0.76539879  1.55643978 -0.67268856  0.198518143
# 6   2.01228102 -1.781357277 -0.03301045 -0.03143486  1.57922001 -2.084820833
# 7  -0.11383650  0.367827039 -0.37924283 -1.03367587 -0.73144579  0.123515304
# 8   0.02897673 -1.627307954  2.80250778  0.66008310  2.40260183 -2.639308143
# 9  -4.36878466 -1.276143904 -3.31515954  1.65029433  0.71086944 -1.251792574
# 10  1.33111602 -0.064381957  0.38832687  1.63390046  0.93353796 -1.090055217
# 11  0.22800691  2.258780711  1.54158045 -0.46205699 -0.40161764 -1.584953941
# 12 -1.27188391  0.810555087 -0.32924754 -0.16286311 -1.55626198 -1.260634262
# 13  1.21089909 -0.097667436  1.10731327  1.24543578 -1.31898383 -0.213688833
# 14 -0.06962253 -1.071251914  3.48050469  1.31864556 -2.24401025  3.665210218
# 15 -0.43325574  2.092953574  0.02168749  0.75818868 -0.07750325 -0.022105788
# 16  1.55233807  3.262863684 -0.16979957  1.43347763  0.37053090 -0.923946624
# 17 -3.55709921 -0.134682954 -0.96501372  1.72699695  0.90892025 -0.951484464
# 18 -0.67788585  0.026565295  1.59751256 -2.51977452  0.61143967  0.250807142
# 19 -0.70623326 -0.019570040  0.82070335  0.38616688  0.88975830 -0.205243563
# 20 -0.29323391 -2.096346084 -0.25037851  1.01098519  2.17434909 -0.821393176
# 21 -0.98334312  0.748742473 -0.08254230 -0.16238838 -0.40984254 -1.441377888
# 22  0.67953432  0.720929310  0.09013952  1.29757489 -0.67905084 -0.881730621
# 23 -1.25417471 -1.858883723  0.72378304  1.71658764 -0.52192749  0.811872261
# 24  0.02624812  0.819123774 -0.93113730  0.10146299  1.80627447  1.891334097
# 25  1.55398402  0.117808271 -1.83428064  2.26993792  0.24402501 -1.469854100
# 26  0.34600820  2.525839548  0.32612032  1.13261421  1.20099748  1.523124357
# 27 -0.44720314  0.833176316  0.32942365 -0.04270069  2.02918018  1.307415343
# 28  0.42654807  2.290284553  0.36605315 -0.65299291 -1.53058315 -0.075823523
# 29  2.80477654  0.497343884  0.14856354  0.11731803 -0.71727130  0.234188702
# 30 -1.00692009  1.675727066 -0.23149106 -0.99083605  2.00138338 -0.322160665
# 31  0.35327545 -0.135523061  0.37067159 -2.43815192  0.10033298 -3.006271371
# 32  2.29144862  0.628050636 -1.32234494  0.17261009 -2.82974851  0.950674703
# 33  0.09847897 -2.235274015  0.14623418 -1.07358680 -0.62579891  0.115473803
# 34  1.26466980  0.028521334  0.41367051  0.50710052 -0.54568229 -0.053427323
# 35 -0.60370187  0.706380480 -0.42864400  2.06105764  2.85208528  0.751389004
# 36 -2.44367289  3.344467657 -0.19526101  0.62554787 -1.44213709 -0.756024159
# 37 -1.18556630  0.496093508 -2.83498038 -0.51906196  0.41040879  1.665100980
# 38 -0.07980077  0.417283518  1.47173052 -1.96376214 -0.54371454  1.370740737
# 39  2.02930990 -0.568841772 -1.12002288  0.69495658 -0.79599999 -0.895646027
# 40  0.10875756 -0.694556391  0.56011013  0.66219627  2.49137682 -0.344026818
# 41 -1.71270179  0.008071499  0.85294799 -0.06799036 -3.38344729 -1.840558151
# 42  1.71943159  1.770045416  1.05311877 -0.32190018 -0.46836261  1.622051703
# 43 -0.86924657 -1.647735517 -0.30549015 -3.10669509  0.53521707  0.743124189
# 44  0.91399010 -2.367809874  0.06166185  0.32882022  0.17224336 -0.104937323
# 45 -0.69622941 -0.194315171 -2.42624444 -0.28146456  2.39128346  1.767428480
# 46 -0.63255817  1.253482282  0.19294385 -1.17023710  0.23472158 -0.308177875
# 47  0.98857260 -2.190935144  0.76681679  0.59495353 -0.45937003  0.752961486
# 48 -1.27288432 -1.142529360  1.70355109 -1.72987276 -0.80462450 -0.950663089
# 49  1.30626332 -1.273308941 -0.52379797  2.28484655  0.74863704  1.351024965
# 50 -0.86482388  0.392248655 -1.92448158 -1.00773776 -0.72611368  0.076668240
# 51 -1.06305325 -3.192244664  1.46065132  0.19538074 -0.83081875  2.909867128
# 52 -2.73867246  0.721304265  3.41469296  1.32255775 -0.15261693  0.188457125
# 53  2.16550886 -1.923568477 -1.27471488 -3.66665218  0.98621920 -1.213397975
# 54 -1.61726509 -0.692277689  1.69615493 -1.91416377 -0.10816670  0.856035546
# 55 -0.28536309 -2.030561508 -1.13352943 -0.37177054 -0.71697685 -0.611922559
# 56  0.90142208  0.348614706  1.45193574 -0.60866205  0.70062474  2.947279948
# 57  1.00109958 -2.234262441 -2.09829949 -1.67760627  2.19022772 -0.116366957
# 58  0.66543037  0.170369795  0.30943774  0.55284105  0.96670847  2.481477443
# 59 -0.10445111  1.878251265  0.89023985 -4.61228906  0.53212680  0.155656267
# 60 -2.42834895  2.935005609  0.30230507  0.62772648 -0.78224243 -0.498983506
# 61 -1.33198974  0.471771494  1.26418721 -0.70188763 -1.90625556 -0.759232583
# 62  1.48348180  0.412511681  1.70608877 -0.44914000  0.34844783 -0.269240878
# 63  0.20335536 -0.206357251  0.97372456  0.16692652  2.81358524  0.186397221
# 64  1.48923078 -0.668592955  1.18679303  2.76027533 -0.65997070 -1.666372551
# 65  0.10417055 -1.393914498  1.10253909 -0.32260750  1.09841113  0.623410502
# 66  0.76025251 -0.318124722 -2.93266323 -0.80200719  1.17018113 -1.994971236
# 67 -2.51744449  1.351360185 -0.27668018  0.95575260 -0.34715837  0.001149121
# 68 -0.18350228 -0.728371871  0.18958719  1.01856086  0.78214340  0.608668810
# 69  3.05965353  1.775265829  3.18729283  0.88632239  0.59353900 -0.567556328
# 70  3.40788974  0.996289217 -3.16353567  1.96023531 -1.64774978  2.124720608
# 71 -1.64900659 -1.542331484  1.94792271  1.05806975  1.06354123  1.143757476
# 72 -0.42629797  0.532351341 -0.69413304 -1.78518186  1.07292184 -0.082858267
# 73  2.06811984  0.327963890 -0.16811821 -0.44557915  0.93893713  0.116626289
# 74  0.53239782  1.414435734  0.98081694  0.07573360 -0.07809228 -0.749040635
# 75 -0.54647649 -1.650967400  1.80795677  0.94334647  0.60602266 -1.887953534
# 76  0.47410572 -0.189071229 -1.49340773 -1.11158071  1.09644377  0.813982422
# 77 -3.37140816 -0.405440790 -0.20417631 -0.31873513  0.23976690  0.847114522
# 78 -1.73649634  1.506043467 -2.79622416 -0.57326517 -1.79108388 -0.756322825
# 79  1.05471513 -0.746063293 -0.42014495  1.26645741 -0.83398095 -1.310575930
# 80  1.30906414 -1.077505064 -2.00067786 -0.86149690 -1.41010036  0.805579685
# 81  1.47448779  1.635123168  0.70056452 -2.31778014 -0.78405449  0.584402732
# 82  0.66564672 -1.212199277 -0.66059630  0.31235036 -3.60697985  0.076918057
# 83 -0.26009974 -0.867881158 -0.24342865 -0.49224969 -0.71693985  0.480043378
# 84 -0.22700516 -1.835005982 -1.34046576  0.66710291 -2.45391076 -1.822231758
# 85  1.45718608  0.824029400  0.29168164 -0.94703577  1.84251133 -2.750988063
# 86 -1.01952598  1.426906306 -1.12171748 -0.74917396 -0.46987136  2.018335634
# 87 -1.25914945  1.451656913  0.46182502  0.81584107 -0.07778472  1.200079468
# 88 -0.90763520 -0.104006932 -1.08360392  0.52771177 -1.59466734 -0.663885570
# 89 -0.36802351 -1.473572218  0.38603087  0.24832344 -1.76231273  0.904783666
# 90  1.29129215  0.947359783 -0.79348573 -0.91328094 -0.62140523  0.241715270
#           [,13]       [,14]       [,15]        [,16]         [,17]        [,18]
# 1  -1.531713497  3.92542983 -0.87313901  0.600423703  4.077563e-01  0.938115502
# 2  -1.996511111  1.47052639  0.85154072  0.065183735 -1.474059e+00 -1.493910999
# 3  -0.345771946  0.66352141  0.75620488  2.666282966 -1.326518e+00  0.007646063
# 4  -1.341224801  1.47308993 -2.34424125 -0.864583410 -2.418003e-01  2.457701690
# 5  -0.098183552 -0.58824000  1.32642209  0.032055144 -5.063383e-01  0.241600249
# 6   0.314506627 -0.25923780 -1.42763449 -0.377282399  7.646743e-02  1.188807589
# 7  -1.105974765  0.04309579 -0.89857670  0.003964299 -3.393686e-01 -0.986707767
# 8   0.189271122 -2.10629306  0.21528299  1.316484270 -4.572673e-01  0.443805876
# 9   0.031436921 -0.18535809  1.11871814  1.625655951  1.206605e+00 -0.010892752
# 10 -0.672468186 -2.30079039 -0.31198642 -1.788643738  1.975192e+00  0.332071619
# 11 -2.204703226 -0.35790501  0.09294297  0.920001287  6.737348e-01  0.126130736
# 12 -0.489338569  0.06830706  1.33718001 -1.759668329 -8.460572e-01 -0.901965455
# 13 -0.017423911  0.25047697  1.00005790  1.025075367 -1.177469e+00  1.258423367
# 14 -0.909198775  0.38738625  0.50616067 -0.961163345 -1.820238e+00  0.291082628
# 15  0.695865244  2.58709309  1.09483006 -0.240968553  1.312794e+00 -1.110637168
# 16 -0.011959285  0.88449189  0.18603202 -1.294160354  2.164784e+00 -0.983880005
# 17 -1.610158345 -0.96188798 -0.59292973 -2.126556527 -7.015257e-01 -3.246272108
# 18  0.544067929 -0.96108845 -2.05150987  0.001234727  2.277711e-01 -1.243149272
# 19  0.321780280  0.36310432 -1.81807867 -1.232057480  6.616221e-01 -0.323178121
# 20 -1.034980388  0.88157403  0.42788475 -1.107871876  1.142715e+00 -0.378970465
# 21 -1.205170410  0.79072154 -0.40984699  0.773962799 -2.701740e+00  0.019186017
# 22 -0.120630865  0.04600866 -1.13809046  1.036915533  1.030728e+00  2.280239446
# 23  0.415850974  0.96598169 -0.52835182 -0.709157623  2.862744e+00 -0.185947196
# 24 -0.255420642 -1.91412550  0.36246443  2.389510177 -2.093025e+00  1.560877143
# 25 -1.043993434 -1.50991867  0.98373487 -1.334993210  4.036342e-01 -2.040715898
# 26  2.143377964 -0.29544504 -1.45516474  0.222532748 -3.951948e-01 -1.527863816
# 27  0.936307734 -1.09082851 -0.28774624 -0.013026382 -4.106433e-01  2.283552895
# 28 -1.610182537 -0.44844537 -1.59050999  2.599007605  1.680899e+00  0.710797545
# 29  1.744131699  0.47955390 -2.29906929  1.401468731  2.071090e+00  0.266291758
# 30  2.174688691  0.34123871  1.90711846 -0.406939771 -2.158935e+00  1.194389533
# 31  2.032081834  2.60628110 -0.39912455 -2.264504141  1.019414e+00  0.532353253
# 32  0.237657605 -1.88120805  0.84808713  0.158412486  9.901658e-01 -1.656840730
# 33 -1.929430654  0.65465467  0.17426025 -0.019275802  4.743109e-01 -0.194864597
# 34 -2.663365100 -1.14359287  1.65111433 -1.900761645 -1.245732e+00  0.863874987
# 35 -0.077428182 -0.18446770  1.45116465  0.534279963  1.799787e-01  0.406798340
# 36  0.906193070 -1.88811829  1.68835067 -0.134333608  4.473440e-01  1.669690421
# 37 -0.188514765  0.84799655  2.11734382 -0.699433921  9.491952e-01  0.847297428
# 38 -0.735012343 -2.63013367 -2.45245311  0.074276385 -7.562038e-01 -1.089714542
# 39 -1.020070234 -0.19890870 -1.37360968 -0.636501724 -1.810396e+00  0.253198252
# 40 -1.071076170  0.65267091 -0.61388743  1.818888986  2.757446e-01 -1.185612068
# 41  0.251565841 -0.75172714 -0.22319086 -0.641826154  5.598827e-01 -0.873401291
# 42 -2.638960825 -0.56753599  0.45170580  0.416545760 -1.495194e+00 -1.212452863
# 43  0.153355262 -1.43415924  1.72056697 -0.357353891  1.329922e+00 -2.994246563
# 44  1.653359341 -1.37687469 -2.32815249 -1.030283334 -9.395269e-01 -1.910998682
# 45  1.003587795 -0.58968976 -0.74229937 -2.262389335 -1.017704e+00  0.520193675
# 46 -1.399693222 -1.11106573 -0.12508339 -1.422157152 -1.081909e+00  1.659106736
# 47  0.425375318  0.65820454  0.42935182 -1.879605334 -1.430879e+00  1.547583669
# 48 -1.249328454  0.94590349 -0.88897459 -1.293859275 -1.681079e-02  2.466691705
# 49  0.976651385  0.61523706  0.24862015 -1.443468370 -1.012706e+00 -1.123638700
# 50  0.936585983 -0.89093599 -1.71769601  2.807003905 -1.625723e+00  0.192581394
# 51  1.376493247 -1.70795221  2.34694410  0.847873168  2.081017e+00  0.958498272
# 52  0.597763100  1.01512593  0.84218426 -0.576673547 -1.314361e+00 -1.657330975
# 53 -1.078084128  1.19719675  0.07028339  1.484736105 -1.531654e+00 -2.085594190
# 54 -2.417338802  1.09981853  0.18754891  0.373463084  5.733257e-01  0.943250010
# 55  0.513074533  0.44323160 -1.55554655  1.153100260  2.137586e+00  1.544409378
# 56 -2.424899896 -0.22011391  0.10743168 -0.628865527  1.192323e+00  0.423995909
# 57  0.551879961  0.37159417 -1.58808103  1.663323155  1.423115e+00 -0.839742418
# 58  1.038455891  0.43450267 -0.99285511  0.158693899  2.098003e-02  0.472807038
# 59  0.009608375  0.63390526  1.24207176  1.007895029  4.846631e-01  1.036837378
# 60  1.032469063 -1.43406053 -0.99676601 -0.106545849 -3.268238e-01 -0.871448652
# 61 -0.876337951  0.29670370  0.31289131  1.412509870  2.219949e+00 -1.031821288
# 62  0.978439063  2.87466390  1.06575805  0.848299463  7.074579e-02 -0.486235109
# 63 -0.771592890 -1.79453635 -0.49689503 -0.745211696  4.545510e-01 -0.050215641
# 64  0.347319053 -1.21111322 -0.21045639  1.185560938  1.641088e+00 -0.858728954
# 65  0.933060105 -0.63777332  0.42141468  0.466046866  2.526238e-02  0.546246861
# 66 -2.081799285 -0.63986967 -0.11587432 -1.083854915 -9.452640e-01  1.238048336
# 67 -1.645038658 -0.45094691 -0.92543098  2.038101791 -9.896661e-01 -0.416436070
# 68  1.098843086  1.24378836 -0.60426226  1.039670257 -6.613346e-01 -1.454542432
# 69  0.344127244 -0.32279908  0.68780066  0.985513133  1.284064e+00  1.033710334
# 70 -0.379104393  0.39152522 -0.59709768  1.119344646 -7.078447e-01  0.008352785
# 71 -0.369689328  2.62792664 -0.36215367  0.475514140 -3.420157e-01 -1.552281658
# 72  1.192243478 -1.63654524  0.31389258 -1.835778726 -4.358286e-03  0.327789278
# 73  2.230650244 -0.64729963  0.18589492 -1.842157307  5.343149e-01  0.047277256
# 74  1.163283875  1.26936684  1.40342614 -0.006250799 -2.318373e+00 -0.096114904
# 75  0.941384743 -0.64911207  1.47922487  1.772495953  4.125400e-01  0.850015076
# 76 -1.037524396 -0.29168076  4.48006786  1.321231815  2.131007e+00  0.995381283
# 77  0.329522323  0.78234079 -1.64405730 -0.481353898  8.811370e-01  0.705277656
# 78 -0.227216950  0.58979418 -0.73846790 -1.335070252  5.979958e-01  0.870135060
# 79 -0.106036400  0.54674603 -0.70458317 -1.498180006  3.780072e-01  1.038489870
# 80  0.870630869 -0.57438529  1.10686871 -0.706477965  1.956111e-01  0.091392362
# 81  2.150280243 -0.18141125  0.21371259  1.038809348 -1.961323e+00 -0.974601396
# 82 -0.056422489 -0.99737490 -1.06485979 -0.571732958  1.530154e+00  0.216255198
# 83 -1.384243713  0.10757622  0.43477228 -0.905743113 -1.161004e+00 -0.733040395
# 84  2.348025444 -2.06724366  0.62427535  1.315145660 -2.010465e+00  1.288526243
# 85  1.486656392  0.23408939  1.09935121 -0.587576912 -4.836059e-01 -0.358123630
# 86  2.858490944 -1.25015273 -0.68250325 -0.279476205  8.455030e-01 -0.832891609
# 87  0.468727985  2.02032476 -0.79436249  0.384344056 -2.031976e-05 -0.386762430
# 88  1.820247023  2.17210790  1.05897568  1.920983073 -1.880698e+00  0.159118224
# 89  0.357022583  0.45120086 -1.17968860 -1.784683473 -6.131030e-01  1.335040299
# 90  0.306819989  0.93627288  1.51335720 -1.323362405  1.095445e+00 -1.329170814
#          [,19]       [,20]        [,21]        [,22]      [,23]       [,24]
# 1  -1.43872786 -0.29987535  0.517390881  1.475750084 -0.4459943  1.05621122
# 2  -0.15126217 -1.47543667  0.025980019 -0.006076734  0.7999580 -0.04236277
# 3   1.74481798 -1.67585665  1.402893581  0.396612824  0.8069334  1.41119299
# 4  -0.38575166 -0.59453000  1.740672006  1.182116453 -0.3449869 -0.70574694
# 5  -0.86766403  2.06380716  1.242013786  0.229627185 -0.7936584  1.16352561
# 6  -3.86327418 -0.66136664  0.890277809 -2.196653459  0.1091490  0.24934405
# 7   0.63283603 -0.75510705  1.026555927  0.259687783  0.4821009  0.40162944
# 8   2.18930271  0.27008900 -0.630044435  0.404553208 -0.8426812  0.29171926
# 9  -0.28373152  0.29326941  1.617898295 -1.317753723  1.6984991  1.54063455
# 10  0.92862894 -0.01477234  0.008896867 -0.525066844 -0.5944998 -0.68311431
# 11  0.69272603 -0.45283542  0.591668405  1.455211151  0.4597870  0.32916716
# 12 -2.33869467 -0.56518816  1.375866763 -2.083100460 -0.5552020 -1.76967438
# 13 -0.15620145  1.10405860  0.323323168  0.130499993  0.6200224  1.44164333
# 14  0.80619588  0.40585561  0.688457185  0.575930185  0.7687828  1.15242273
# 15  0.03613881  0.80771628  1.263902602 -0.844240752  0.3967712  0.72072119
# 16 -0.17780384  0.34891312 -0.038779941  0.465230585  0.3396506  0.35712451
# 17 -0.01575652  0.12381677 -0.390620501 -0.717039665  1.3563952 -0.18287268
# 18  0.34913647  0.68309783 -0.362665541 -1.743653145  0.8050131  0.85825074
# 19 -0.51342584  0.29627118 -0.730221671 -1.005640312  1.2551550 -1.52239995
# 20  0.84381996 -0.12461214  0.248293056  0.223673639  0.5562460  1.62322294
# 21 -0.03119871  0.79328490  0.208026629 -0.560433768 -1.0033660  0.23297626
# 22  1.42369059  0.24395685 -1.682446358  1.609642855  0.3032462  0.10193191
# 23 -1.29029345 -1.55281672 -0.767274149  1.693125173 -1.7549354  0.89313239
# 24 -0.12556984 -1.13559508 -1.326443881 -0.453963353 -1.3553025  0.88160715
# 25 -1.12829516  1.66037649 -0.407374183  1.200533378  0.6685156 -1.48610283
# 26  0.87705876  0.40725790  0.457635245  1.229975010  0.8469451 -0.28800399
# 27  0.34290677  0.62594820 -0.141976407 -1.565550385  1.5434760  1.29131289
# 28 -1.44567621 -0.40641606  0.187234983 -1.841717769 -2.7441977 -0.53178219
# 29 -0.97053072 -0.11917670 -0.005573325 -0.811367453  1.7061685  0.43369878
# 30 -1.11350350 -0.71546136 -1.671512837  1.958536209 -0.5245591 -1.97403800
# 31  0.82584113  1.28230239  0.929194516  0.624573309 -2.3229055  1.31118962
# 32  0.36018879  0.03233955  1.482693134 -0.599440705  0.6875293 -0.83769177
# 33  2.16387399  1.91815324 -0.035811719 -1.465302212 -1.1226900 -1.49790892
# 34  1.67345080 -0.96125015  1.087446318  1.777826975  0.8684092 -0.21578706
# 35  0.25976285 -1.42999723  1.259374512 -1.195744983 -1.9588761 -0.64640220
# 36  1.68849033  2.23610288  0.224272975  0.292932357  0.9557007 -0.05083594
# 37  1.22550341 -1.93408097  0.584819586  0.588288008 -0.1032917 -1.93132771
# 38 -0.44272207 -2.09143276  0.249325984  0.591484392  0.9228827  1.06119475
# 39  2.10823215  0.53274103 -2.438840946 -1.180562410 -1.7848695  1.78837025
# 40  1.40171853  0.70712425  0.656853506 -0.328651218  1.6347619  0.15668992
# 41  0.39101034 -1.62344768 -0.661740131  0.053745971 -1.8839039  1.23897102
# 42 -1.10474069  1.99290755 -0.215331581  0.693386468 -1.1061031  2.00304713
# 43 -1.42008881  0.69554510 -1.513894689  0.137875537  0.3343558  0.74060497
# 44  0.25765386  0.91855313 -0.345321999  0.585810329  0.1456841  0.36642073
# 45  0.02807977 -1.13524610  1.200205487  0.889458520 -0.3120498  0.04125973
# 46 -0.44177761 -0.03501696  0.043097718  0.506827337 -0.5407388 -1.99597001
# 47  0.41501604 -1.65800576  0.698955679 -1.387725578  1.1516888 -0.56588059
# 48 -0.14354961  0.09008514  1.741481449 -1.075036156  0.3824133 -1.27073719
# 49 -0.66039056  1.26129440 -1.362481364 -2.417377821 -0.5329518 -0.80579122
# 50 -0.21296485  0.49026675 -0.779693918  0.048709793  0.1700203 -1.15748264
# 51  0.43061304  0.58876420  0.597142075 -0.299267556 -0.6219873  0.49925880
# 52 -1.13170015 -2.62487638 -3.329581516 -0.443649363 -0.2031608  1.28864229
# 53  1.23413746 -2.03211954  1.508928639  1.069850316  0.4773960 -0.67329967
# 54  0.50899600  1.20131020  0.302930135 -1.094580301 -0.1881690 -0.67458730
# 55 -0.34121887  1.41250984 -1.764567258  1.163093199 -0.0721946  0.25984521
# 56 -1.63155110  0.41584371 -1.539299538  0.417932772  0.7603630 -1.05087774
# 57  0.20813883  0.57276022  0.168000379  0.508619328  0.7527008 -0.64205797
# 58 -0.31007249  2.53186644  1.444741753  0.240123337 -0.9100798 -0.53638118
# 59 -1.52161836  0.53971370 -1.106718428 -2.247159931  1.0218605  0.23282533
# 60 -0.71213962  0.82637093  1.655690893 -0.831838637 -1.6601571 -0.51838526
# 61  1.31990324 -1.13085242 -0.004178795 -0.997263384  1.0939426 -0.07082528
# 62  0.65414120  0.42019974 -1.541863058  0.112482940 -0.4359390 -0.46812952
# 63  0.74266643 -0.57024622 -0.771341268  1.446605243  0.2243212 -1.13610270
# 64 -0.34349392 -1.39589807  1.183477507  1.015691710 -1.4763261 -1.26275806
# 65 -3.12770838  0.53234488  0.153855852  0.741178139  0.4806288  0.84926521
# 66 -0.38236546  1.17885590 -1.888710078  0.385070844  0.7709859  2.33641807
# 67 -1.42565076 -1.26189468  0.317600560  0.781421047  0.7217291 -0.58683422
# 68  0.56249862 -0.47027005 -0.891032901 -0.252482533 -1.5742903 -2.88670761
# 69  0.68305471  0.17873487  0.878539513  0.705981076  1.6816564 -1.07920327
# 70  1.44538158 -0.98892169 -0.820227237 -2.343847742 -1.6156553 -0.20378993
# 71  0.62488203  2.40479845  0.681432784  1.353323597 -0.7480594 -0.32407138
# 72 -0.34390825  0.58869965  1.516982417  0.293562006 -1.4980912  1.24519544
# 73  1.62061973 -1.18683216  0.139545342 -1.933718923  1.9467193  0.14705333
# 74  2.10207998 -0.27915283  0.493162476 -1.600634151  0.5184165  0.71163275
# 75 -1.97664155 -1.63348983 -1.025838196  0.044983022 -0.6885272 -0.77669983
# 76  0.16352464 -0.75171738 -0.664804139  0.051014844 -0.7362545  0.70666772
# 77  0.94269803 -1.01335447  1.358548587  0.618708193 -1.0881349  0.20802641
# 78  1.87058072 -0.56110566 -2.422004596  0.190162684  0.8189668  0.14830535
# 79 -0.98395405 -1.71971021  0.914109181 -0.762847267 -0.1753677  1.28579976
# 80 -1.08427886  0.99560234  0.124443640 -0.769192125  0.3850391 -1.02350915
# 81 -0.76962095  0.14384859  1.992393541  1.285358882 -0.6408336  0.84718144
# 82  0.76257540  0.58378158 -1.162505596  0.928205547  0.2070306 -0.87421417
# 83 -0.48714378  0.75128488 -0.970542799  0.370242653 -1.2449379 -0.90195281
# 84 -1.66093474  1.00612501  0.875072160  0.874656245  0.7109581 -0.34015004
# 85  0.70620931  0.92234958 -0.443595887  0.331310974 -1.1515660  0.62765830
# 86  2.09061314 -1.20780579 -0.452961185  0.293024919 -0.7421883  0.88292927
# 87 -0.33664127  0.24897721 -1.213709700 -0.072568740  0.9322226 -0.49148581
# 88 -0.01416903  0.94194922 -1.035712321 -0.153961778  1.8005894 -1.60387760
# 89 -1.13791204 -0.65447211 -1.068603116  1.283582455  1.0092236 -0.26931173
# 90 -1.89307584 -0.37158243 -0.655458314  1.337300650  1.0086725  1.14120363
#           [,25]       [,26]        [,27]       [,28]       [,29]       [,30]
# 1  -0.046445292 -0.58307754 -1.603147867 -0.53897868 -0.36940341 -0.98918515
# 2  -1.194852041  1.82040482 -0.616581443  0.49512119  1.35322163  0.09761612
# 3  -1.284849486 -0.82369724 -0.279057735  1.01971584 -1.15446688  0.82513156
# 4  -0.081130000 -0.58474014  0.516488866 -0.24660645 -1.03672767 -1.93451934
# 5   0.333865811 -1.73874965 -1.275179401  0.75832991 -0.28264929  0.23187860
# 6   2.068400495  0.18324414  0.190879426  0.51368130 -1.70405766 -0.33461261
# 7   1.590606358 -2.05048425  0.662158974 -1.71784410  1.89281352 -1.11938367
# 8   0.545514300  0.10800764 -0.529179543 -0.79848019  0.68114161  0.99084852
# 9   0.363214782  0.55394269 -0.446559018  0.62023384 -0.36046382  0.42264815
# 10  1.677239563 -1.64724039  0.236618717  1.69580677 -0.14892606  0.28269595
# 11 -1.079839856  0.35961955  2.128156864  0.50779084  0.09466491 -0.61386133
# 12 -0.417325557 -0.35646738 -0.575507193  0.86498556 -0.56550445  0.05970921
# 13 -0.528010157 -0.76524167 -0.014083654 -1.21124864  1.45981318 -1.95406301
# 14  0.029340579  0.80301230 -0.815946849 -0.11364003  0.83263977 -0.51213272
# 15  0.237271041  0.44625644  0.949884470  0.18952911 -1.91801067  1.48902746
# 16  0.421842769 -0.60647036 -1.162332867  0.70642359  0.21225477  0.86487364
# 17  1.442294198 -1.02645963 -0.293311236  0.34677053  0.85643733  0.31636265
# 18 -0.942446612  0.80426216 -0.632438408  0.74935614  0.76654024 -0.47556245
# 19 -0.890339662  1.56572427 -0.500535405  0.02829128  0.77449203 -1.97579045
# 20 -0.707659905  2.92618574  0.372699679 -1.44537353  1.21932980  0.02644768
# 21  0.331371090 -0.56385048  2.837727445  1.33161811 -0.25773706 -0.55003932
# 22 -0.391197486  1.66303257  1.149451332 -0.30458421 -0.01786900  0.19191711
# 23  0.114594025  0.94529315  0.987958696  0.46878683  1.72661910  0.12156759
# 24 -0.627112767 -0.06091986 -0.210030710  0.62451074  0.39415749  0.54628775
# 25 -2.164578444 -0.23053758 -0.998617441 -0.45707171 -1.31539260 -0.82317595
# 26 -1.414712322 -1.67321878  1.022868749 -0.14630212  0.71996051  0.45778707
# 27  1.993205278 -0.60790048  0.671370763  0.15614447 -0.79931383 -0.05259795
# 28  0.351918735  0.44246882 -1.170384102 -0.71597543 -0.22351760  1.05907925
# 29 -1.680309966 -1.63481220  0.816579286  0.90367647  2.22652317  1.88518850
# 30  0.496269031  0.01131503 -0.695220742 -0.30942579  0.43826346  0.36685238
# 31 -0.413107416 -0.97600562 -0.312231602  1.57120749  1.18306220  0.34017768
# 32 -1.315147473  0.39931272  0.190002950 -0.35701318  0.81246627 -0.24132256
# 33 -0.037607681 -0.45261562  0.041822453  0.04385278  0.43391870  0.12657436
# 34  0.414624602  0.51905957 -0.599935928  0.90921097 -0.58278722  0.04697855
# 35  1.237948362  0.77826871  0.092662432 -0.76350917  1.31853697 -0.12856309
# 36 -0.883583865  0.74535895  0.028186480 -0.17436369 -0.01076582  0.12727753
# 37  0.668796476 -0.94060934  0.996213492 -1.09910986  0.78253334  2.46259206
# 38  1.360063476  1.57878280 -0.551103343 -2.33789827 -0.12077172  1.08625850
# 39  0.060171674 -0.92359887  1.160658121 -0.42969278 -0.79992735  0.34778651
# 40  0.525876165 -0.39491764 -0.297646348  0.06845432 -1.31776605 -0.26770576
# 41 -0.163172625  1.56311032 -0.505761554 -0.74690960 -0.91131141 -0.06805301
# 42  0.049170980  0.28311349  1.114791736  0.50667473 -1.06273145  1.51243058
# 43  0.013059269  0.27544022  0.682579626 -0.12861124  1.35505189  0.77089557
# 44 -0.353697557  0.29912292  0.194402679  0.72557793 -1.40633165 -0.25988754
# 45 -1.030118469  1.09916995 -0.506441907  2.12295149 -0.64048440 -0.52683580
# 46  0.239970150  0.55698601 -0.175018429  0.60005025  1.22172869  1.14093403
# 47 -0.784249735 -0.41974347 -0.919100366 -1.71963535 -0.68592423  0.50323850
# 48 -1.762632245 -1.09542325  0.381768159 -0.51908271 -0.85691045  0.25743626
# 49 -1.060239230  0.97757282  0.553600808  0.89644146  0.86091713 -0.23267232
# 50 -0.349843683 -0.22492916 -2.511100280 -0.71566964  0.01358145 -0.69721255
# 51  0.523390758 -1.82643540  0.725165272  0.77667515 -0.23669116 -2.22015551
# 52 -0.525013599 -1.48604624 -1.395865394  0.78751983  0.04676270  0.25563969
# 53  1.615299591 -1.38283220  0.633743706  0.51756839  0.83259025 -0.49364075
# 54 -0.781141894  1.41418017  0.046839396  0.77552190  0.75792378 -0.34534733
# 55  0.006502452 -1.28368139 -2.112552418  1.03853829  1.16288144  0.75521126
# 56  0.602991843 -0.78345087  1.439116718 -0.49789676 -0.72706163 -0.27763923
# 57  0.390520961  1.33893441 -0.017604843  0.40539420 -0.75924287 -0.11817771
# 58  0.764435867  1.08761763 -0.051782202 -1.12840140  0.26599346 -1.00171746
# 59 -0.825784669 -0.52788939 -0.742263223  0.37788466  0.65221491  0.08260819
# 60  0.387550310  0.26789982  1.139091464 -0.93884250  0.36970802 -1.37347048
# 61 -0.091033942 -0.48433761 -0.249265622 -1.21117615 -1.96418801 -0.29305895
# 62  0.271428915  1.48820647 -1.791971737 -0.34647367 -1.39243986 -0.40057095
# 63 -0.973377826 -0.78510308 -0.683497719  0.20601472 -0.05437689  0.09119440
# 64  1.754243170  0.30076142 -1.074584986  0.50272099  1.38969424 -1.20724067
# 65  0.631443050  0.51575673  2.264317246 -0.68528093  0.16551925  0.43511440
# 66  0.421448803  0.59252295 -0.439887004 -0.27879565  0.54177669 -0.93408499
# 67 -1.134503379  0.61798551  0.273758566  1.82690745 -0.17527776  0.30813706
# 68 -0.900513025 -0.07289993  2.701538481  0.34224844 -1.62030449  0.17917082
# 69  0.188730370 -0.17105543 -1.826867423  0.77319605 -0.62598079  1.00440949
# 70 -0.952557533  0.05189203 -0.019818333  0.43860092  0.42991262  0.39483940
# 71  0.986463484  0.25666108 -0.909894357 -1.93953888 -0.44367976  1.77269219
# 72 -1.452090882 -0.44357874 -0.511631948 -0.96591954 -1.66221004  1.62253025
# 73 -0.097513867  0.92294393  0.684278942 -0.58690418  0.35642945 -0.53326888
# 74  1.654755543  0.43085512 -0.940187764  0.67350727  0.70116286  0.29739891
# 75 -0.106522464 -0.86143875 -0.225651079 -0.81426232 -0.52306611 -1.27108081
# 76 -0.407365728  1.03625762  0.873223739  0.67008601 -0.55800395 -0.94316041
# 77 -1.095894292  0.19722602  0.010282084  0.51382718  1.05750164  0.06589448
# 78  2.185848061 -0.64331415  0.507901582 -0.09086778  0.06211209 -0.26899319
# 79 -0.544639987 -0.64383476 -0.174592026 -1.77802918 -0.48528567  0.93458200
# 80  0.734003201  0.25861620 -0.702191424 -0.13844874 -0.23391622  0.85812517
# 81  2.097293416  0.83604831 -1.087221521  1.76324447 -0.44087162 -0.45891494
# 82  2.012185934  0.39786446  0.171869304  1.39682418 -0.94661963  0.13596992
# 83 -0.629742651 -1.64523199 -0.962047004 -1.80891021  0.17319417 -0.66336965
# 84 -0.481302074  0.64840235  0.677996653 -1.36253120  0.86903778  1.30560708
# 85 -1.510888806 -0.78704591  1.043776722 -1.06387467 -0.12934051 -0.23085734
# 86 -1.164859422 -0.67293442  0.008400985 -0.21967718 -1.19920657 -1.91479403
# 87  1.285067865  0.42872636  1.180955980 -0.98505419 -0.70914471  0.48433953
# 88  0.684658591  0.60460821  0.968075969  0.26296589  0.95219643 -0.41855468
# 89 -0.341720623  0.23399096  0.350988561  1.44516399 -0.93583251  0.61706066
# 90 -0.144215201 -0.75320471  0.434977827 -1.08169243 -0.04478845 -1.43374969
#          [,31]      [,32]       [,33]        [,34]       [,35]        [,36]
# 1  -0.47958627 -0.3512108 -0.77720055 -1.091628815 -0.29207257 -0.731261577
# 2   0.31778739  0.1370502  0.88773918 -0.481333715  0.31849485  1.125197767
# 3   0.44219890 -0.1997280 -0.22524621 -0.456529040 -0.31225077  0.341481172
# 4  -0.31988938  0.6218238  0.08617735 -0.363194733 -1.90529584 -0.117466002
# 5  -0.11336253  0.8260582  1.95191307  2.087936686  2.04056447 -0.645010944
# 6  -0.75901619 -1.5297502  1.30091265  0.253581593  0.90137381  0.579202026
# 7  -0.17986103 -1.0989181 -0.26844532  1.411781402 -0.96419423  0.108866478
# 8  -0.72117808  0.2668037  1.24160145 -0.774102924 -0.18659266 -1.019644017
# 9   0.43165298 -0.7737424 -0.63641359 -0.094936157 -0.87770162  0.084559970
# 10 -1.43562845 -0.5509962  0.33448647 -0.612061612 -0.41202313 -0.922416068
# 11  0.92810972 -0.3361852  0.98089652 -0.585271749  0.82483278 -0.567117159
# 12  0.31259253  0.9937380  1.77812145 -0.586086644 -0.40295480 -0.917851611
# 13  0.33390807  0.1001098  0.72247329  1.552120852 -0.23437218  0.265395438
# 14 -0.90795306 -0.8209995 -0.61338420 -0.600439118  0.28479554 -0.696885825
# 15 -1.24894557  0.0510780 -0.27470850  2.037863859 -0.14742196  0.816584092
# 16  1.03462065  0.7238358  0.68377754 -0.891510881 -0.26448110  0.440458621
# 17  0.63389682 -0.4380649  0.29955201 -0.401738223  0.41683418 -0.764751861
# 18 -0.13725838 -0.2760483  1.13771732  0.366305635 -0.75954862 -0.505803462
# 19 -1.40815415  0.4192638 -1.26443316 -0.567099844  1.44617449  0.488578618
# 20  0.53868144  1.0186795  0.04450611  0.229753143 -0.77148030 -1.657000097
# 21 -1.40406689  0.8660574 -2.10875218 -0.202688350  0.14822992 -0.470308759
# 22  1.06859489  0.1391706  0.66779058  0.710658404 -1.08851564 -0.565416540
# 23 -1.34504563  0.3361248 -0.89108740 -0.917566597  1.64774950  0.933558748
# 24  0.61864143 -1.6075886 -0.57039600  1.737634577  0.65266660  0.043549489
# 25 -0.25946441  1.3643481 -0.72096981  0.591868637  0.51766784  0.468735916
# 26 -0.05053731 -0.5142270 -0.33644727  0.489202712  0.72952335  0.233492954
# 27  0.25597360  2.1657289 -1.43154595 -0.215656526  0.39939274  0.026331119
# 28 -0.88134699 -0.5017197 -0.41525964 -1.875160800 -0.70489397  0.293222859
# 29 -0.32217719  0.6740325 -0.94138223  0.903892136 -0.27796099 -1.018082648
# 30 -0.10572407  0.2090009 -0.50189197 -0.819101553 -1.45671310  0.369246783
# 31  0.27027407  0.7880403 -0.43128346  0.716199149  0.03992896  1.045861529
# 32  0.32373067 -0.9834196 -0.59535516 -1.861213039 -1.42078268 -0.919519785
# 33  1.30262155  0.3959304 -1.11029253  1.830224492 -0.36178873  1.252213092
# 34 -0.56748100 -0.6774490 -0.11488463  0.800663245  0.50588983  1.014497379
# 35  0.30927311  0.6104510 -1.11150871  0.147645637 -0.62933306  0.575193015
# 36 -0.98786281 -1.0772207  0.08621070 -0.044195929  0.64991302 -0.296161968
# 37  1.25145225  0.2337409  0.26461566 -0.645851623  1.56133735  0.190210991
# 38 -1.02807491  0.2966826  0.28581457 -0.050328557  0.89576323  0.495552394
# 39  0.30190090  1.1898866  1.14133441 -0.432647856 -0.61663026 -0.319313538
# 40  0.46774664  0.5827781 -0.30162219 -1.445643984  0.98007316  0.516317018
# 41  0.18288638  0.6823647 -0.66821751  1.413043505  0.95447596 -0.377142195
# 42 -0.31583222 -0.1775489  0.10141048 -0.867595805 -0.65921140  0.850106430
# 43  0.80539904  0.4486465 -0.45030797  0.727257146 -1.36497464  0.472474436
# 44  0.66971686 -0.5864040 -0.24165730  0.541407922  0.14518420  0.170960001
# 45  0.65223090 -1.1694067  0.03713888 -0.535301071 -0.12261496  0.199366990
# 46  0.05667783 -1.5806418 -0.54722269  1.453524405 -1.04895340 -0.958656895
# 47  0.03614206 -1.0080998  1.01617134  0.479578157 -0.76603376  0.137670743
# 48  1.61219294 -0.5025980  0.33791338 -0.607288481  1.03309245  0.474434637
# 49  1.25943465 -0.4212628  0.08628370 -0.245665483 -0.32354569 -0.194798360
# 50  0.14123099  0.5948759 -0.18491628  0.716719481  0.09997288  1.602811556
# 51 -0.56308977 -0.4048281  0.05272779 -1.096890687 -1.15140657  0.257293854
# 52  0.82167404 -0.1081597 -0.37451753 -0.546001469 -0.70319009  0.376804109
# 53 -0.85488763  0.9940140 -0.73423557  0.034359952  0.68939325 -1.035325489
# 54 -1.83501063  0.8724349  0.62097462 -0.320003436  0.67783805  0.756395532
# 55 -1.30956779 -0.4538129  1.32303395 -0.709144695 -0.11523751  1.018658839
# 56  0.68032359  1.5262941  0.80147761  0.643308369 -0.72925142  0.488541285
# 57  0.23729565  0.2323754  0.92186595  1.046009223 -0.46629486 -0.160888023
# 58  1.72925299  0.8192503 -0.74326297 -0.730593725  0.21007608 -0.506784198
# 59  0.52398381 -0.5922959 -0.29196977 -0.667973697  1.27777786 -1.080829950
# 60  0.80582301 -0.2128270 -0.40935723  0.585160044 -0.10492088  0.248961899
# 61  0.27259327 -1.1773592 -1.33104386  0.066550215 -0.25956171 -0.220435896
# 62 -0.35120038 -0.5613697 -0.91569004  0.821836417  0.79343392 -1.349534342
# 63 -2.18563723  0.3603258  0.10950130  0.383088327  0.60895456  0.148833684
# 64  0.16094971 -1.0312495  0.50244568  0.717705070 -0.14972159  0.223492159
# 65  0.68117891 -1.0590277  0.61443356 -0.158073708  1.55967661  0.404458102
# 66  0.76988094 -1.4019586 -0.82600116 -0.640834939  0.93309515  0.462182960
# 67  0.53042060  0.6920176 -0.36850124  0.433783102 -1.37130916  1.025508650
# 68  0.07729180 -1.0403763  0.62043087 -0.289897674  0.38570635  0.853529793
# 69  1.91652172  0.3767087 -0.63892489 -0.059359159  0.35432105  0.681222625
# 70  0.41804869  0.4951885  0.91901852  0.324258209  1.01967469 -1.186588627
# 71  0.45666081 -1.1562038  0.26590845 -0.518650416 -0.53679280 -0.440445870
# 72 -0.24108630  0.2915560 -0.35139972  0.008248028 -0.39621177 -1.435898036
# 73 -0.26523281  0.1665858  0.34213054  0.294374837 -0.60773218  1.300247409
# 74 -0.38158219  1.2081231  0.36460084 -0.933413166 -0.52670921  0.478037608
# 75  1.39024525  1.0983558 -0.39591908  0.000145008  0.81008892 -1.453191785
# 76 -1.11723097  0.4178423  0.62618553  0.807293754 -0.39592870 -0.124284906
# 77  0.67931581  0.3150507  0.93207342 -0.269333453  0.69108581 -0.529571549
# 78  1.24279024 -0.3798359  0.56577111 -0.064762296  0.37965683  0.626743874
# 79 -1.03243773 -0.1722892 -0.56307000  0.659465815 -0.14150469  0.830133530
# 80 -1.90210895  0.6111994 -1.52135335  0.536977551  0.22744524  0.142590999
# 81  0.79075519 -0.1377742  1.05496581  0.020892263  0.17359179 -0.554223175
# 82  0.94340086 -0.3296505 -1.36579501 -0.843014694  0.79202144 -0.360931275
# 83 -1.05288314  0.3728413 -0.02894696 -0.171492376  0.18108929 -0.652404182
# 84 -0.35928924  2.1402444  0.13903894 -1.733546693 -0.37646598  0.584189668
# 85 -0.66968253 -2.5891922 -0.95478531 -1.028231675 -0.34283054  0.764607575
# 86 -0.90142591  1.0758476  1.20860843 -0.684201373  0.19041118  0.266036332
# 87 -1.35524516  0.7063066  1.45017958  0.905486171 -1.02344039 -0.380243467
# 88 -1.49447487 -1.5725704  0.75241560 -0.322008647  0.26767631 -0.970489413
# 89  0.34701518  0.2100984 -1.06370746  0.586342221 -1.35036563 -1.450785797
# 90  0.81552840 -0.1549507  0.95096732 -0.014880267 -0.29572772  0.002862546
#           [,37]       [,38]       [,39]        [,40]        [,41]       [,42]
# 1   0.077685177  0.68862260  0.44870156  0.261578575  0.326895778 -0.19341431
# 2   0.310483788 -0.44005393 -1.03525025 -1.479850006 -0.229404572  0.61835046
# 3   0.164776335 -1.04579137 -0.23742366  0.388436327 -0.779164835 -0.99252865
# 4   0.726176161  0.37639407 -0.32513927 -0.938641624  0.306650868  0.67791994
# 5  -0.317819100 -0.32772957 -0.43720587  0.092551425 -1.174944813  0.84174731
# 6   0.455554144 -0.48319367 -0.67381742 -0.281924718 -0.125775061  0.21142063
# 7  -0.382945759 -1.10122392 -1.02736570  0.395264611 -1.256397365  0.76770988
# 8   0.570165301  1.11909440  0.89650234 -0.297505177  0.447912737  0.02600850
# 9  -0.948994793 -0.19482141 -0.72144831  0.695197908  0.640134737  1.01834210
# 10  0.308205954 -0.08607408  0.49026199  0.583821079 -0.316472241 -0.31489601
# 11 -0.352182990  0.56817867  1.34199470  0.502605024  0.427837190  0.16631923
# 12 -0.532750885  0.18371075 -0.83670208  0.106940060 -0.685799190 -0.98824925
# 13  1.214304660  0.56448485  1.35163895 -0.931960918  0.813024809 -1.07022436
# 14 -0.513278202 -0.02145483 -0.52229843  0.446545929  1.044301131  0.40607244
# 15  0.698834936  0.07893194  1.11416921 -0.743368776  0.040343070  0.09262582
# 16 -0.740189868 -0.59984001  0.80605850  0.564920208  0.411986538 -0.54767063
# 17  0.310805754  0.16354897  0.67718886 -1.042138921 -0.188033375 -0.86540314
# 18 -0.000316107  0.47358612 -1.45421997 -0.385738744  1.127216695  0.03993621
# 19 -1.216283786 -0.60034519  1.11068984 -0.114042727 -0.266427714  1.28005680
# 20  0.150962114  0.60645607 -0.63345910  2.060968233 -0.788952252 -0.49570979
# 21 -0.498110551 -0.30287041 -0.75024669  0.501438349 -0.153733942 -0.36127500
# 22  0.460527486 -1.95981412 -0.88626288 -0.330763276  0.048381558 -0.02583858
# 23 -1.042961915  0.90856247 -0.09418419 -0.488612692 -0.276722717 -0.81806325
# 24 -0.044669589  0.74624198 -1.05533289  0.364311525  0.259841108  0.44985124
# 25  0.364550287  0.97329495 -1.22172003 -0.055864775  0.789714882  0.38994861
# 26 -0.495643202 -0.18568602  0.37455681 -0.134647013 -0.730886924 -0.03856454
# 27  0.636686211  0.04500438  1.20411162  0.288793811  0.431071135 -0.06838637
# 28  0.363283952 -0.90406584 -0.08410629  1.163984011  0.303138089 -1.10714384
# 29  0.484447888  0.39843883 -0.57032175 -0.370536698  0.535724561  0.57985100
# 30 -1.543814955  1.23134362 -0.29200908  0.088242237 -1.548908404  0.04621166
# 31  0.366138558  0.12589927  0.03970087  0.519404275  0.107392882 -0.20859297
# 32 -1.413308265 -0.69702221  0.04371987 -0.574083985  0.103451769  0.46417775
# 33 -0.419277980  0.91376301 -0.35580985  0.472532909 -0.225237268  0.30629741
# 34 -1.046264820 -0.82347427  0.95469212  0.025525827  0.176075335 -0.79780973
# 35 -0.319416781 -0.42861852  0.41328085 -0.871727052  0.338158585 -0.19639855
# 36  0.828398610 -0.81207331 -0.51245096 -0.013796988 -0.418432487 -1.37236326
# 37  0.642310249  0.28390319 -0.99999073 -0.560413771  2.016746206  0.33706897
# 38  1.186864069  0.16082494  0.63612141  0.009528421 -0.647646501  1.05217079
# 39 -1.491728282 -0.41461012  0.24292346  0.187105734  0.537970105  0.03544856
# 40 -0.089047978  0.62414957 -0.28530664 -0.703381479  0.061311010  0.83448455
# 41 -1.170117107 -0.65954140  1.14911192 -0.443247442  0.345551749  0.04304103
# 42 -0.774850702  0.08903854  0.22584567 -0.391792491  0.564416359  1.16746878
# 43  0.583998579 -0.07958927  0.38527909 -0.720596689 -0.731028164  0.25707786
# 44 -0.086742114  0.57787185 -0.19915755 -0.768761399  0.329525173 -1.20765093
# 45  2.082857993 -1.55672419  0.36699495 -0.417402307 -0.250960990 -0.06138875
# 46 -0.796254881  0.37311022  0.53255822 -0.545251182  0.595433185 -0.14421241
# 47 -0.369986446  0.67214178  0.63219118  0.805484024 -0.835818111  0.27135838
# 48 -0.700437361  0.73879946  0.22323917  0.506665052  0.094790706  0.67484982
# 49  0.270546532  0.25727914  0.23425883  0.917046941  0.733986145 -1.15566493
# 50 -0.175983747 -0.26298271  0.64484389  1.254594986  1.491940884 -0.98076624
# 51  0.061088392  0.46632340  0.23023773 -0.064001840 -0.149173980  0.40499348
# 52  0.359697334 -0.94437467 -0.45740979  0.140847949  0.552816190  0.55302340
# 53  0.449474992 -0.79584999 -0.40482032  0.618675839 -0.039036309 -0.98486667
# 54  1.744975953 -0.44838572 -0.32534766  0.024589062  0.496902214  0.30290211
# 55 -0.499058499 -0.24509081  0.31752687 -0.501089845 -0.820553912  0.76332658
# 56 -0.338057988 -0.32641924 -1.07670556 -0.797847572  0.316269245 -1.12694777
# 57 -1.239730905 -0.40674997  1.05262530 -0.291616719  0.006489878  0.30740869
# 58  0.113193387  0.49973428 -0.39118122 -0.910791687 -1.041448598  0.04173425
# 59  0.113213403  0.30854475  1.18583021 -0.078706401 -1.294955466 -0.45430392
# 60  0.208889073 -0.34880787 -0.61762998  1.067014005 -0.722323551  1.08755288
# 61 -0.040993500  0.96376025  0.36103912 -1.061680168 -0.014416160 -1.77440654
# 62  0.526031791  0.25250389 -1.38968666 -0.115680600 -0.526910039  0.20083107
# 63 -0.731017253  0.74077404 -0.49134145  1.450287367  0.158054182 -0.14799782
# 64  0.829886444  0.45571154  0.35256122 -0.425367113  1.143832089  0.26780838
# 65 -0.449254711  0.07229359 -0.93577086  0.573169453  0.418340298 -0.97395810
# 66 -0.613594625 -0.49648399  0.05980285 -0.716522255 -0.142554809 -0.26491177
# 67  1.270458152  2.06529583  0.77666997  0.701754973 -0.749181952  0.01163570
# 68  0.037946834 -0.71255087  0.91527613  0.074608234 -0.356278119  0.60427602
# 69 -0.690317129 -1.20839906 -0.74567153  0.274190631 -0.424405595 -0.12850817
# 70  0.433492121  0.70570067  0.63606116 -0.129382303 -1.525770450  0.24362532
# 71  0.045396182 -0.62496765  0.48729724  0.527590054 -0.045908045 -0.33499721
# 72  0.501228195  0.09283567  0.34572905 -0.155651615  1.241913605  1.17715031
# 73  0.768432074 -0.27011959 -0.77097786  0.963251784  0.278995947 -0.06307467
# 74 -0.055745822  0.76892593  0.20526512 -0.789871760 -0.260542278  0.52116934
# 75 -0.151118428 -1.35517069  0.16760187 -0.539591709  0.622945508  0.80279114
# 76 -0.122772661  0.08127251  0.08095569  0.041625230 -0.520402443  0.27928456
# 77 -0.531673254 -0.97341787  0.13172198 -0.532242388 -0.414837348 -0.55509338
# 78  0.234498688  0.62598116 -0.87504142  0.450997385 -0.072489235  0.41488419
# 79 -0.765316162  1.41148570 -0.74041604 -0.552152477 -0.055571259 -0.89787418
# 80 -0.101471406 -0.92051207  0.40876782  0.399513597  0.327646622  0.03472893
# 81 -0.970341290  0.82842665 -0.26822978  0.211958497  0.565780764 -0.47472672
# 82  1.641745293  0.96764117 -0.27383361  0.600908201 -0.553989655  0.80559860
# 83  1.094291803 -0.77301881 -0.28706554 -0.434619911 -0.024915514 -0.17293849
# 84  0.502271491 -0.03582921  0.22202398 -0.192294530 -0.921929886 -0.34256066
# 85  0.993204329 -0.33801062 -0.35541217 -0.272298941 -0.472671487  0.14902027
# 86 -0.576564761  0.63472511 -0.98555125 -0.258592447 -0.198972270 -0.30221736
# 87 -0.262824273 -0.72671968  0.01150659 -0.013297885 -0.087895439 -0.39499134
# 88 -0.660313349  0.56175539  0.47742347 -0.248133692  1.627024685  0.54940574
# 89  0.300613663 -0.21341698  0.10772247 -0.714738654 -0.488142053  0.26278978
# 90  0.794949855 -0.29447145  1.52904059  2.077753619  0.348086573  0.56483380
#           [,43]        [,44]         [,45]        [,46]        [,47]
# 1  -0.575624567 -0.274537419  0.6287134228 -0.392536873 -0.698604340
# 2  -0.155011940  0.900298068 -0.5970011039 -0.114548493  0.180514920
# 3  -0.211313352  0.335792999  0.0841064147  0.205871321 -0.524773359
# 4   0.430723192 -0.530707686 -0.2918601711 -0.528097007 -0.063404265
# 5   0.498092472 -0.653443386  1.1960760315 -0.129085541  0.561205921
# 6   0.562529950  0.718692572 -0.0772979334  0.263961490 -0.273866148
# 7  -0.569616807  0.647881139  0.4045617472  0.370406183  0.219142799
# 8  -0.534316383 -0.316794909 -0.0761932277 -0.259186983 -0.218196553
# 9  -0.141804798 -0.095373129 -1.0016770440 -0.126201547 -0.095738010
# 10 -0.108864680  0.364415430  0.8448546812 -0.211210565  0.955583862
# 11  0.253569826  0.658063811 -0.6312205245  0.360364770 -0.501099893
# 12 -1.150841868 -0.413042000  0.6911471546  0.603706760 -0.973507991
# 13 -0.577622471 -0.283960380 -0.1993871901 -0.098064640 -0.207915797
# 14  1.340419334  0.533999335  0.8861889578 -0.958085856 -0.087579042
# 15  0.505847650 -0.439661026  0.1453849994 -0.086252835  0.907538114
# 16  0.691715987  0.347044259 -1.0668326969  0.299414846  0.017437058
# 17  0.636121279  0.301129898 -0.1266723233  0.009751581 -1.104530416
# 18 -0.069131090  1.040879821 -0.0248038133  0.017465782  0.970281325
# 19  0.043889715 -0.024851263  0.5671926566  0.101338326  0.374408889
# 20  0.698240212 -0.448226940  0.5529679663  0.139743664  0.956696752
# 21  0.345158830 -0.499738814  0.4571904960 -0.156993808 -0.110658947
# 22  0.321339552  0.475870756  0.9845479574  0.753320625 -0.192208544
# 23 -1.062510532 -0.441919059 -0.3194547308  0.941437287 -0.712532500
# 24 -0.985876343 -0.153441357 -0.2995837158  0.421866863 -0.262117706
# 25 -0.937832558  1.360964863  0.2076848403 -0.088367720 -0.235777009
# 26  1.670514233 -0.218039076  0.1229676523 -0.348883323 -0.203493257
# 27 -0.891824769  1.664384841 -0.5138654273  0.387488354  0.302884779
# 28  0.701979404  0.346967363  0.1051274601 -0.236926388 -0.055703120
# 29 -0.702874639  0.133815921  0.4518761913  0.368310994 -0.125661466
# 30 -0.408408440  0.884047271  0.3567261745 -0.037514126  0.214374615
# 31  0.186743091  0.534198892 -0.6817009473 -0.430546928  0.328505009
# 32 -0.801234541 -0.420404666 -0.0861248962  0.401205203  0.466151414
# 33 -0.038834860  1.061102726  0.0297073279 -0.216250802 -1.005568496
# 34 -0.959943316  0.724958666  0.6430556503  1.140019836  0.978796935
# 35  0.050365335 -0.845289114 -0.9944642736 -0.002383196  1.196214009
# 36 -0.728374655 -0.199452113 -0.4401448282 -0.457733296 -0.870265725
# 37  0.544486595  0.854276767  0.3080049997  0.595574371  0.427539060
# 38 -0.100546161 -0.031922521 -0.1427585324  0.753806327 -0.272727293
# 39 -0.312636327  0.224096876  0.7182777432  0.471245839 -0.096140742
# 40  0.063927621 -0.961926158  0.3547196316  0.054794077  0.527325398
# 41  1.122316215  0.508353702 -0.4233141213 -0.495326520 -0.344352122
# 42 -1.448114298 -0.305536259  0.1288245087 -1.032571952 -0.058917703
# 43  0.521975184 -0.192039438  0.5525170522 -0.492772755 -0.440598082
# 44 -0.634938288 -1.004527666 -1.0884109132  0.897654638  0.633662563
# 45  0.282377777 -0.142891504  0.4870387170 -0.619524510 -0.908471534
# 46  0.694863081 -0.508781112  0.9278205577 -0.392020122 -0.285290876
# 47  0.141023698  0.044424006 -0.8293937514  0.417817750 -0.044392322
# 48 -0.262618885 -1.730639365  0.2251295600  0.171809647  0.302514837
# 49  0.822087497 -0.289072960  0.2897647889  0.576570074 -0.267954503
# 50  0.324353396 -0.146891975  0.7364035509  0.335049192 -0.234100888
# 51  0.707472680  0.495781479 -0.4970426006  0.294878534 -0.545617143
# 52 -0.136704113 -0.493611726 -0.0465544230 -0.663603721  0.362904000
# 53  0.192844848 -0.388756184 -0.6834140254  0.076839831 -0.546368418
# 54  0.119919455 -0.475223128 -0.1803853594  0.666731581 -0.082663288
# 55  0.392564418  0.093757779 -0.2184885495  0.453537481  0.370843102
# 56  0.448163262 -0.933382902 -0.2309573488 -0.050237472 -0.005235749
# 57 -0.205822437 -0.344857976  0.9064911714 -1.164872396 -0.477777941
# 58 -0.230823588  0.499300771  0.3105372192  0.315988766 -0.595640439
# 59 -0.552000383  0.694111066 -0.1030599204 -0.216364908  0.018317925
# 60 -0.075329780 -0.197173870 -0.8039046352  0.507437536 -0.230555811
# 61  0.257623718 -0.002588461  1.2499155364 -0.436954407  0.705526951
# 62 -0.464459071  0.054372620  0.2017254435  0.487090126  0.181512968
# 63 -0.076042200 -0.562052640 -1.0304307637 -0.879485582 -0.321158977
# 64 -0.291772891 -0.320700888  0.3889780043 -0.017889441  0.253382883
# 65  0.346584875  0.146022262  0.7727408150 -0.361761833  0.583227612
# 66  1.151381654 -0.051379152 -0.8169062676 -0.107161873  0.550985816
# 67  0.218818211  0.178093215  0.1601782583  0.560995270  0.740336676
# 68 -0.005502611  1.529306647  0.3641155741 -0.439319336  0.052681029
# 69  0.967152063 -0.580133523 -0.5272927857 -0.210249193 -0.705070721
# 70  0.440148556 -0.572539033 -1.2003436193 -0.445086388  0.379235218
# 71 -0.621535375  0.467195054 -0.5679864132  0.583579334 -0.021703939
# 72  0.252195572 -0.265140337 -0.0258043760  0.419022611 -0.818155587
# 73 -1.157697670 -0.132280099 -0.1052473949 -1.546987806 -0.229032789
# 74  0.649108135 -0.444664182  1.3419633207  0.941535810 -0.679665400
# 75 -0.466922967 -0.077390734  0.1643015877 -0.124404776 -0.115073213
# 76  0.369477184  0.081210487 -0.3066869933 -0.221785714 -0.298757136
# 77 -1.890598665  0.376296368  0.1322812639 -1.383436757  0.816311273
# 78 -0.515829667 -1.404469218  0.0284965707 -0.346459130 -0.258781550
# 79  0.492485125  0.885324520 -0.0450159269 -0.829604024 -0.714521521
# 80 -0.787131874 -1.185573598  0.0647760491  0.317716584  0.204827329
# 81  0.225430578  0.063375966 -0.7907958509 -0.271180745  0.699002370
# 82 -0.436879865  0.251438986  0.0390313890 -0.878272205  0.084680630
# 83  0.671425361  0.575199858 -0.8677834923 -0.497064728  0.977667672
# 84  0.371455607 -0.119462113  0.0004170148 -0.758552960  0.852523134
# 85 -0.209294531 -0.718610392  0.4699933618  0.773988207 -0.203699539
# 86  0.836578979 -0.018904607  0.3351292028  1.067496077  0.113376074
# 87 -0.773620256 -0.418815862 -0.8669279869  0.100083587 -0.711369526
# 88  0.557988744  0.219365433 -0.9955802883 -0.163940441  0.128730263
# 89  0.354970722 -0.045017193 -0.9264340199  1.005908405  0.275283658
# 90 -0.209766362  0.050026617  0.7295545320  0.292936084  0.164862496
#           [,48]       [,49]       [,50]       [,51]        [,52]       [,53]
# 1  -0.885829125 -0.38170050  0.29721394 -0.11534999  0.594471332  0.18292923
# 2   0.066893449 -0.54886011  0.34951909  0.62654523  0.778946663 -0.49449181
# 3  -0.472113815 -0.41383942 -0.09609586 -0.17634763 -0.451272560  0.12757899
# 4   0.357954341  0.26348046 -0.61998681 -0.50609764  0.187891027 -0.09272230
# 5   0.061119747 -0.15021798  0.66105515 -0.14057190  0.304017004  0.48508155
# 6  -0.520430814  0.54033985  0.29891856  0.24593997 -1.006608158 -0.09942140
# 7   0.010175748 -0.07314492 -0.68208048 -0.33308707 -0.468946095 -0.75727507
# 8  -0.488976301 -1.15140468  0.30392931  0.22977603 -0.286528945 -0.91056773
# 9   0.259891206 -0.64683730 -0.99242814  0.48578186  0.074418709 -0.14307676
# 10  0.315758766  0.51801770 -1.29334564  0.17954987  1.151785437 -0.07187112
# 11  1.299052812  0.17351869  0.46630390  0.02866944 -0.071372971  0.45776544
# 12 -0.315547412 -0.56515958 -0.27480511 -1.07109652 -0.029157564 -0.37101775
# 13 -0.394420406  0.78996020 -0.84355515  0.21704598  0.150663647 -0.22744155
# 14  0.790843340 -0.10567924 -0.52413873 -0.29424925  0.103907818  0.39817355
# 15 -0.003408470 -0.78104676 -0.70802331 -0.07166203 -0.050302075  0.31766062
# 16 -0.135411955 -0.46602505 -0.41417705  0.06906841 -0.152135161 -0.66732915
# 17 -0.116732473  0.66759325  0.47407446 -0.33992264 -0.022516293  0.20348787
# 18  1.084779588 -0.38539051  0.67225193 -0.07759927  0.215001104 -0.23621380
# 19 -0.181653436  0.26261766  0.09836962 -0.29736961 -0.876514010  0.21039214
# 20 -0.330898492  0.37219344  0.13070888 -1.02862604  0.020871394  0.51462988
# 21  0.305775199  1.15010081  0.91147279  0.49870101 -0.594467542 -1.24746485
# 22 -0.294757688 -0.22432902 -0.03449596  0.68694110 -0.043782744 -0.32197541
# 23 -0.014777757  0.04533453  0.10562007 -0.19194845  0.620838745  0.03415579
# 24  1.109775218  0.66836072  0.31900289 -0.02088355  0.392862202  0.08718613
# 25 -0.468204080  0.63198084 -0.07391389  0.41321554 -0.471938345  0.08644351
# 26  0.160576641 -0.45928095 -0.07170566 -0.01274159  0.410854457 -0.30233874
# 27  0.109638374 -0.45629047  0.25722326  0.12091841  0.570777023  0.40792497
# 28 -0.008759852  1.04241099  0.35160407  0.19282844  0.376880296  0.46222561
# 29 -1.071470140 -0.02539496  0.66382541 -0.08131107 -0.219139394  0.19707936
# 30  0.448853111 -0.18515952 -0.44951734 -0.01347129 -0.397190147 -0.05154647
# 31  0.834702415 -0.21751854 -0.10797402  0.14110635 -0.303783064  0.18103874
# 32  0.413135467 -0.18198799  0.10585138  0.64355350  0.245643352  0.54555272
# 33 -0.670170295 -0.06667358 -0.10015890  0.43953726  0.721566218  0.24344234
# 34  0.294955121  0.30957447  0.62042702 -0.39765864  0.129854534  0.32540993
# 35 -0.505377057 -0.43760047  1.28593591 -0.71525009  0.257937064 -0.44366004
# 36 -0.528430684 -0.22216670  0.95952683 -0.23079594  0.204538792 -0.33777470
# 37 -0.239127161  0.89915801 -0.63576980  0.05169858 -0.033612773 -0.45749771
# 38 -0.601989328 -0.25581352 -0.90796419 -0.16833709  0.114679752 -0.28918862
# 39 -0.660462535  0.19848631 -0.94176087 -0.42092844  0.197031026 -0.03079571
# 40 -0.071353968  0.49440039  0.04138136  1.00832041  0.281917094  0.34123904
# 41 -0.807738241  0.58979068 -0.14862767  0.27335622  0.646673777 -0.08798553
# 42  0.047133791 -0.09401700 -0.12005858 -0.68543516 -0.675039106  0.36506618
# 43  0.427784880  0.88707109 -0.31666400  0.11083786  0.006234369  0.13881843
# 44  0.478185652  0.16475178 -0.24058796 -0.64175248  0.423747996 -0.05597473
# 45  0.577301025  0.34617436 -0.58161718  0.09384226  0.420876664 -0.21720972
# 46 -0.766526686 -0.43623237  0.24528930  0.71706280 -0.591864394  0.08648113
# 47  0.125307022 -0.34410668  0.59613926  0.15033840  0.048896557  0.04908247
# 48 -0.287346023  0.79257719 -0.15442503  0.62029806  0.368788425 -0.35804907
# 49  0.222790245 -0.59456630 -0.53663658  0.63909682 -0.156496869  0.33313951
# 50  0.496598580 -0.11368971  0.07896679 -0.40507961 -0.339914954  0.45477159
# 51 -0.768527702  0.35244203  0.64952464  0.06688998 -0.697763268 -0.35802713
# 52 -0.313658178  0.27662892 -0.07504394  0.10758939  0.270266204 -0.55383774
# 53  0.088229397 -0.37509176 -0.30885389 -0.15252103 -0.036237635  0.68297600
# 54  0.443168964 -0.83376267 -0.22149025  0.04243850 -0.126348849 -0.33696627
# 55  0.065042441  0.64594946  0.09982385 -1.05273321  0.407531028 -0.18315943
# 56  0.122055248 -0.40475954  0.06203853 -0.37840779 -0.317063928  0.05695748
# 57  0.029967516 -0.32214748  0.67588309  0.07452478  0.742509120 -0.54318783
# 58  0.531712586  0.19076805 -0.19048224 -0.43017706  0.120404043 -0.87848856
# 59  0.027451594 -0.08463509 -0.47832504  0.09945988 -0.146193317  0.23716033
# 60 -0.300449543 -0.31344824 -0.33276992 -0.15160995  0.369798075  0.55951146
# 61  0.489144268  0.07188196 -0.19271413 -0.33184234  0.013692920 -0.26283457
# 62 -0.031007190  0.81866680 -0.25577567 -0.09147421 -0.003993813 -0.64533535
# 63 -0.363757809 -0.01779603 -0.61946958  0.63105170  0.154201122 -0.27273438
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# 65 -0.426054383 -0.45789845 -0.24839995  0.12838480  0.066565344  0.33338672
# 66 -0.496062886 -0.57790225 -0.10451408 -0.04776149 -0.991739822  0.02057130
# 67 -0.770445857 -0.09086539 -0.12990202 -0.34960612 -0.269423736 -0.02740308
# 68 -0.378802971 -0.52194864  0.37171284 -0.72916358  0.130252951 -0.21536469
# 69  0.145462538  0.28737190 -0.15238141 -0.78934057 -0.279691802  0.21820036
# 70  0.468611926  0.10869471 -0.29626118  0.34232154 -0.843681369 -0.31641994
# 71  0.445685032  0.59918368  0.33334180  0.79306192 -0.834584070  0.07165041
# 72  0.139101969  0.32905542  0.33232472 -0.94352743 -0.582996549 -0.07549824
# 73 -0.731856490  1.15923651  0.36037165 -0.60726453 -0.342623363  0.37640679
# 74  0.234625284  0.09614020  0.73640207  0.25091983 -0.018766342  0.85186927
# 75  0.762297838 -0.82983766 -0.15536203 -0.04041721  0.300534899  0.63344771
# 76 -0.089981822  0.17733897 -0.32858985  0.17702157  0.097937182  0.19591447
# 77 -0.483962616  0.13836909 -0.48505489  0.28508965 -1.003491249  0.39295943
# 78  0.554243329 -0.13619920  0.86051484  0.14505066  0.019262429  0.35212110
# 79  1.326920533 -0.54060353  0.50189433  0.11352950  0.142947668 -0.26451214
# 80  0.419675586 -0.77961367 -0.07472992  0.37783971 -0.253710543 -1.02171620
# 81 -1.279839579  0.07167623  0.31068100  0.83510139  0.731104136 -0.01619876
# 82 -0.011493869 -1.24252268  0.13229209 -0.30839354 -0.155657255  0.03615222
# 83 -0.382465572 -0.30670427  0.96397657 -0.09605139  0.412167050  0.85327253
# 84  0.611249026  0.54621389 -0.22789141  0.40251118  0.305472479 -0.15599040
# 85 -0.659389395 -0.39078452 -0.12577140  0.07091412  0.674202178  0.69959770
# 86 -0.559451482 -0.73757384 -0.09245424  0.52773437 -0.626600058  0.03483168
# 87  0.786152020  0.41971150 -0.01265680  0.86335797  0.170894975  0.89650216
# 88 -0.054866804  0.24124066 -0.47190185 -1.31845298  0.255226801 -0.11524899
# 89 -0.248890035  0.46215569  0.04775621  0.43375129  0.171982706  0.48938800
# 90  0.465421426  0.21444604  1.02214991  0.29642738  0.191698557 -1.22904917
#           [,54]         [,55]         [,56]        [,57]         [,58]
# 1  -0.226670130 -0.0061899391 -0.5049233563  0.055450540  0.2597574182
# 2  -0.138689514  0.2733162012 -0.3191703119 -0.102991800 -0.3328971444
# 3  -0.268794199  0.8103247218 -0.0232288914  0.227635118 -0.4767541848
# 4   0.237387071  0.6325221530  0.1909004858 -0.684025935 -0.1043643303
# 5   0.199287077  0.0379984654  0.0279229282 -0.299215768  0.1794835079
# 6  -0.206563818 -0.4344613757 -0.1291933324  0.394405256  0.6168209950
# 7   1.080420442 -0.2693842903 -0.2305822135 -0.403877518 -0.0279114840
# 8   0.503166446  0.2526216466 -0.0675759243  0.368975231 -0.2776683601
# 9  -0.029949373  0.4556113865  0.3629316591  0.297271896 -0.1687388094
# 10 -0.899495468 -0.0466587899 -0.0637489753 -0.275487155 -0.2204849909
# 11  0.677191368 -0.4881469973 -0.2495535071 -0.773521010  0.0045558395
# 12 -0.203017961  0.8943484143 -0.4726006450 -0.075236574  0.3847194981
# 13 -0.560447166 -0.0043659809  0.1143695430  0.047249902  0.0546471411
# 14  0.064182173 -0.1664301043 -0.0004100282  0.613300722  0.4374059485
# 15  0.601453172 -0.2648015037 -0.1642912540  0.392961894 -0.2992725779
# 16 -0.568161830 -0.8940154118  0.1441936137 -0.230331477 -0.5506642566
# 17  0.494580185 -0.2981199578 -0.3348806113  0.531502586 -0.0415994476
# 18 -0.733574018 -0.3720774374 -0.2238252726  0.160079834 -0.0527535284
# 19 -0.457073866  0.3650808262  0.1454909380  0.608930636 -0.4188197533
# 20 -0.098389070 -0.3834229261 -0.1070393004  0.049241869  0.2917293459
# 21 -0.885695960  0.0200771785 -0.1041354189 -0.282626416 -0.0414514309
# 22  0.039781219  0.0928148906 -0.0889550206  0.156433178 -0.4766774140
# 23 -0.205173972 -0.0330741476 -0.2716663969 -0.152505611 -0.4370113994
# 24 -0.180312990 -0.0409962551 -0.2497898901  0.263206798 -0.1953324413
# 25  0.761101860 -0.1017661501  0.4595109358 -0.013583717  0.0294884146
# 26  0.265077355  0.2594111440  0.8196685023 -0.093353292 -0.3005452846
# 27  0.226168236  0.2116547005 -0.5950596283 -0.265692266  0.5778818281
# 28  1.308164118  0.2442687936  0.4542857566 -0.056633200 -0.0051758274
# 29  0.279521230 -0.1104638847 -0.1780488502 -0.038381264  0.3572096752
# 30  0.473114584 -0.1769876589 -0.0588271221  0.917205952  0.3234329871
# 31  0.758559395  0.8030588436 -0.4176778232  0.610445059  0.1749641569
# 32 -0.066597107 -0.0239184450  0.2076208120  0.375435215  0.3031590971
# 33 -0.569890083 -0.3410409242  0.5160467110  0.113687313  0.1572154939
# 34  0.200920790  0.5516508072  0.3071826875 -0.325589047  0.3920636110
# 35 -0.027219172  0.1597180489  0.6616198274 -0.004335393  0.0215940204
# 36 -0.200843428  0.2551162922  0.2015965529  0.371914946  0.0776003060
# 37 -0.318517391  0.0670524724 -0.0779004941  0.330283051 -0.0896187218
# 38  0.017899611 -0.2432557280  0.0065215200  0.127336164 -0.0011274619
# 39 -0.330594816  0.0508254781  0.5129420261  0.147755979 -0.2650323438
# 40  0.097735787  0.2265644964 -0.5660846671 -0.583015380  0.2150895192
# 41  0.572647802  0.1840600197 -0.1674350691  0.111607267  0.4528455920
# 42  0.262070465 -0.2495098225 -0.2487501588  0.145068925 -0.5678875974
# 43 -0.677032193  0.7254349963 -0.0045660373 -0.565734115  0.1271657208
# 44  0.660445562 -0.5643619906  0.2423459626 -0.077216996  0.0017460832
# 45  0.318420925 -0.3062014563  0.4975531634 -0.019669160 -0.1384816212
# 46 -0.037058126 -0.1792158734 -0.0187196308 -0.801356016 -0.1126270616
# 47  0.220271662 -0.0067002866 -0.5312148403 -0.322820224 -0.3612953730
# 48  0.145613440  0.0222446507  0.4550959924  0.577293006  0.2365076810
# 49  0.766670057 -0.0107648305 -0.3962700421 -0.285659838 -0.0038432689
# 50 -0.501209438 -0.3721095932 -0.3603199591  0.006152068 -0.2436773122
# 51  0.640208298 -0.7324820481  0.0370574839 -0.032693199 -0.2496255597
# 52  0.204834720 -0.1259161401  0.0548040930 -0.431184795  0.8805978446
# 53  0.002640722 -0.3611600364  0.4771868271  0.304742142  0.0815700195
# 54  0.202359937 -0.4088738193  0.0115140797  0.079112289  0.4201832376
# 55 -0.110825824 -0.0073919645  0.1021137621 -0.262620763  0.0770677911
# 56  0.020871168 -0.0009417117  0.1698508179  0.602368389  0.0618039957
# 57  0.147012481 -0.1316312309 -0.2417332401  0.110836736  0.3702173000
# 58  0.138223153  0.5465200716  0.0098077669 -0.141938153 -0.0002822913
# 59 -0.215351089  0.2015445706  0.7846492465 -0.152718220 -0.4197379413
# 60 -0.738658839 -0.2858565314 -0.5500954260 -0.022563439 -0.3840435284
# 61  0.181201589 -0.0214146764 -0.8047527292  0.413859633 -0.1702155610
# 62  0.212191307 -0.6443802774  0.4269314531 -0.237778118 -0.4832565299
# 63 -0.303460130  0.1613275008 -0.2557793107  0.032234475 -0.0818505911
# 64 -0.609702756  0.7145938609 -0.0316774435  0.247925975 -0.0056770976
# 65  0.315888305  0.7445779798 -0.0418369209 -0.402194132 -0.7619195680
# 66 -0.087745397  0.0360305892  0.1288377442 -0.059899014  0.4520758520
# 67 -0.324253451 -0.0774881262  0.7596230826 -0.112843145  0.0458772942
# 68 -0.581310211 -0.1448791291 -0.2051034644  0.178063406  0.3285115646
# 69 -0.446518170 -0.0825765368 -0.6220701513 -0.212956540  0.3770934536
# 70  0.141111024  0.5890958082 -0.1969698657  0.256004637  0.0282255738
# 71 -0.456177554  0.2451006244 -0.0455826015 -0.595694392  0.4343251755
# 72 -0.322870524  0.2212158092  0.1213970043  0.090880439 -0.0927498974
# 73  0.273648467  0.3852045780 -0.1162343531 -0.530230609 -0.3755444467
# 74  0.132865230 -0.2946985279  0.2872459413  0.061606701 -0.6159830188
# 75  0.429275527 -0.4080347471  0.4308475428 -0.304806610 -0.3827672599
# 76 -0.282101857 -0.1943526453 -0.5971409752 -0.046871184  0.3060760951
# 77 -0.318495320 -1.0977588011 -0.1339666812 -0.211165100  0.1651750606
# 78  0.478923712  0.0646222993 -0.3528384499  0.106663881 -0.4023121321
# 79 -0.757654105 -0.3984365940  0.7443670095 -0.415916679  0.1516358800
# 80  0.127696129 -0.2428891586 -0.3759060629 -0.503354717 -0.1077600119
# 81  0.031773380  0.2408303127  0.1944862703  0.287061245 -0.2743401812
# 82 -0.301414712  0.0929512535  0.6718861483 -0.189561363  0.5536991574
# 83 -0.071096336  0.1490838369 -0.3228134346  0.064090467 -0.5644519829
# 84  0.146622727 -0.6919723368 -0.2739421342  0.059471380  0.0899159705
# 85 -0.421617254 -0.1529147833 -0.1920352908  0.223463466  0.6647131622
# 86  0.161420702  0.3534250930  0.1917988769 -0.592624321  0.3893368952
# 87 -0.187165837  0.2867434362  0.9122798455  0.299181002  0.4643243270
# 88  0.212860952  0.1046194189  0.0454626955 -0.367586666  0.1858164944
# 89 -0.357693382  0.0493552231 -0.5402204843  0.429336159 -0.5642133460
# 90 -0.148397725  0.1118726893  0.2371963833  0.712327509 -0.0568816529
#            [,59]        [,60]        [,61]         [,62]        [,63]
# 1  -0.1831146700 -0.050844937  0.278974141 -3.765319e-01  0.036388863
# 2   0.2503948568 -0.234507448  0.026820816 -3.503532e-01 -0.040237623
# 3   0.0710058320 -0.043154804 -0.207024302  2.393418e-01  0.573816284
# 4   0.3364115214  0.043356769 -0.438420386  3.465300e-01  0.071234536
# 5  -0.0401706273  0.533990902 -0.064291418  3.381577e-02 -0.056310692
# 6   0.1356079665 -0.525273827 -0.072359474  7.140750e-01  0.083905844
# 7   0.0872010891  0.323859061  0.821146848  2.856589e-01  0.090625764
# 8  -0.2386858115 -0.012679736  0.311581832 -9.368641e-02 -0.465010618
# 9  -0.2468419481 -0.102741533  0.035437692  9.577843e-02 -0.420591204
# 10 -0.1778757959 -0.136763332 -0.102484266 -1.852026e-01  0.050855171
# 11  0.3360471047 -0.263937773 -0.003059691  4.023769e-01  0.140229160
# 12 -0.0836991818 -0.056969971  0.029739892 -3.332627e-01 -0.121825684
# 13  0.0812992424 -0.144642616  0.059097851 -4.823706e-02 -0.536062481
# 14  0.1376481390 -0.314526348  0.143879710  3.903727e-02 -0.042331014
# 15  0.0631137746  0.314572796  0.274786406  6.809476e-05  0.505867306
# 16 -0.6919467181  0.285910907 -0.209131592  1.976637e-01 -0.262523240
# 17  0.3311075004 -0.156610070 -0.097647292  3.825354e-01  0.026905009
# 18  0.5916599858  0.283332869  0.289204398 -2.070563e-01  0.416177169
# 19  0.6153042740  0.532064862 -0.046777689 -1.701062e-01 -0.280360111
# 20  0.2068682023 -0.301229329 -0.197319536  2.798220e-01  0.039104586
# 21  0.0002899121  0.019449759 -0.104317045 -1.409599e-01 -0.067372308
# 22 -0.0035515871 -0.417504969 -0.034821097 -3.614235e-02  0.015257515
# 23  0.4200048911 -0.082344899  0.470243277  5.379565e-01  0.199595147
# 24 -0.2675762370  0.316202009 -0.561070977  2.361493e-02 -0.469449444
# 25 -0.0555484551 -0.179204104 -0.317118319 -2.581289e-01 -0.027390734
# 26 -0.0892344250 -0.777802514 -0.045020546 -2.123126e-01 -0.168229986
# 27 -0.3599094972  0.327811372  0.112459018 -6.891011e-02  0.338137504
# 28  0.0028406649  0.032159763  0.277859900 -8.439316e-02 -0.205149042
# 29 -0.1424499604 -0.264521681 -0.252225986 -5.715880e-02  0.028544658
# 30 -0.2245226491 -0.719592938  0.058600218  2.167282e-02  0.168215851
# 31  0.0959751304  0.281849837 -0.140317737  8.996007e-02 -0.416580211
# 32 -0.0888587540  0.633309696 -0.502408902  6.245193e-01 -0.247793061
# 33  0.4790644812 -0.431355794 -0.028255768  1.512400e-01 -0.003623456
# 34 -0.0713966213 -0.386854031  0.153408290 -1.466412e-01 -0.054270275
# 35 -0.2169259833 -0.442819165 -0.071506532 -1.021871e-01  0.280773911
# 36  0.0235140006  0.326087709  0.304238826  2.661038e-02  0.040363289
# 37  0.5139777890  0.187853745  0.074885676 -1.035872e-01 -0.008185215
# 38 -0.1277348904  0.049062476 -0.354054813 -3.311806e-01 -0.275639283
# 39  0.2977234444  0.066322030  0.065929561  3.652690e-01  0.310249902
# 40  0.1249188614 -0.063679336  0.763736544 -1.205280e-01 -0.347883355
# 41 -0.2429401599  0.446137665 -0.007981004 -1.076467e-01  0.063878985
# 42 -0.1533310577  0.008937273 -0.102627475 -2.114094e-01  0.010245413
# 43 -0.7091273536  0.127037548  0.376421881  2.680916e-01  0.063303901
# 44 -0.1287435395 -0.504081727  0.167543543 -7.451054e-02 -0.012213604
# 45  0.1941323933  0.112415927  0.291479099  1.177501e-01 -0.113298112
# 46  0.0786170111  0.231392039 -0.250483915 -1.253961e-01  0.053429363
# 47  0.5632123031  0.209547906  0.003995257  8.759104e-02 -0.269316695
# 48 -0.7592372046 -0.140782770  0.373885782  4.222884e-02  0.266181862
# 49 -0.1897951541  0.378766543  0.090778904 -4.273371e-01 -0.112211409
# 50 -0.0875265263 -0.157171562  0.044270721  2.049630e-01 -0.055423394
# 51  0.2452278588  0.098345293 -0.167229055 -5.912466e-01 -0.082279541
# 52  0.2921843888 -0.187654235 -0.302314117  1.552797e-01  0.127783158
# 53 -0.3373290721  0.415884433 -0.008353096 -6.342287e-01 -0.032287317
# 54 -0.9180623338 -0.065078611 -0.421714958  2.586339e-01  0.368643801
# 55  0.1425556742 -0.003906745 -0.319623201 -6.579263e-01  0.040014220
# 56  0.4251655413  0.408144971  0.198493484  6.577100e-02 -0.208920081
# 57  0.0449317969 -0.087949454 -0.113212002  2.531084e-01  0.302067497
# 58 -0.1183240577  0.549679774 -0.525727852  1.711601e-01  0.086080474
# 59  0.2219736974 -0.405166209  0.188919646 -2.179224e-01  0.144902435
# 60  0.0090133253 -0.618091997 -0.164027197 -5.149748e-01  0.220991350
# 61  0.0833977983 -0.241480322 -0.702122989 -1.193777e-01 -0.199443021
# 62 -0.3459438511  0.523839645  0.250846678  1.665279e-01  0.087674308
# 63  0.0710316769  0.348467607 -0.270391686  3.830584e-01  0.793647074
# 64 -0.2364949336  0.061938771  0.399968198  1.182744e-02  0.513914920
# 65  0.0511062564 -0.099153625 -0.468112389  5.744691e-02 -0.152255449
# 66 -0.1412293176  0.198753389 -0.020953748 -2.497943e-01  0.307600420
# 67  0.4675946637  0.796906142  0.060625673  2.222554e-01 -0.237481068
# 68 -0.4534396639  0.249185631  0.285616235  3.324722e-02 -0.306698023
# 69  0.0473843790  0.153810143  0.333407947  2.055917e-01 -0.217663217
# 70  0.1979419896 -0.266003154 -0.105656741 -1.947572e-02  0.217230942
# 71  0.2127060015 -0.010883150 -0.270750210 -2.064066e-01  0.219449327
# 72  0.2798960535 -0.244925115  0.473856458 -1.795493e-01  0.107043668
# 73 -0.2848211061 -0.082755038  0.046634209 -1.296727e-01  0.101768768
# 74 -0.4431954699 -0.204230610 -0.284025190  3.242817e-01 -0.117012138
# 75  0.2682853570  0.129624283  0.017178383 -1.765166e-01  0.287818781
# 76  0.2021080889 -0.250998041  0.008388115 -4.628707e-02 -0.432196565
# 77 -0.1854849045  0.003789004 -0.079754044 -7.206323e-02 -0.357483782
# 78 -0.1269238110  0.204403094 -0.063343639 -2.146557e-01  0.113536277
# 79 -0.5088953974  0.341756612  0.252792255 -2.367878e-01  0.086990769
# 80  0.8276562961 -0.642177086 -0.075759836  2.456970e-01 -0.267341175
# 81  0.3241728214  0.137725383  0.097946695  1.138569e-01  0.104612663
# 82  0.2579296263 -0.348528753  0.100885630  2.120804e-01 -0.261471569
# 83 -0.5247084724 -0.275076214  0.133474448  6.718496e-01 -0.409272784
# 84  0.2189886493  0.165052640  0.016309481 -1.699604e-01  0.302671403
# 85  0.5133477116  0.423875557 -0.197553709 -1.705659e-02  0.222592924
# 86 -0.4782306329 -0.213438915 -0.065328576  2.292017e-01 -0.103299918
# 87  0.4115027440 -0.042374688 -0.057588102 -3.107156e-01 -0.246535961
# 88 -0.1978556696 -0.019987968 -0.042033524  9.419380e-02 -0.050504083
# 89 -0.8000464991 -0.178998704  0.296462179 -2.638238e-01  0.042663099
# 90 -0.1723127670  0.117842015 -0.125910174 -5.193174e-02  0.088442674
#           [,64]         [,65]         [,66]        [,67]        [,68]
# 1   0.205189143  0.1276705748 -2.545267e-01 -0.074234730 -0.178700049
# 2   0.198957072  0.0267850816 -2.221392e-02  0.014703143  0.393875661
# 3   0.144477707 -0.0485431749  3.382536e-01 -0.041493252 -0.249684734
# 4  -0.068992008  0.0629934966  1.573572e-01  0.115857933  0.060946244
# 5  -0.129316488  0.0281315238 -3.077202e-01  0.207646230  0.180183458
# 6   0.113417629 -0.2824831389 -7.715011e-02  0.183529425  0.036670424
# 7  -0.111730171  0.0894422478 -2.161084e-02  0.145555296  0.018149217
# 8   0.349590969 -0.1375508480  1.442844e-02  0.218732849  0.032181973
# 9  -0.163896332  0.0212798113 -4.311413e-01  0.211709997  0.125617743
# 10 -0.128064759 -0.0219488595 -2.743701e-01  0.117645653 -0.155089432
# 11  0.305990421 -0.2360554260 -3.687006e-01 -0.134720100 -0.094825281
# 12  0.164670368 -0.3032086685  2.235551e-03 -0.172931119  0.027021074
# 13 -0.259055811  0.3864162423 -1.271720e-01 -0.140789724  0.170252171
# 14 -0.032618923 -0.2639239939  4.395377e-01 -0.012481093 -0.064275148
# 15  0.232372174 -0.2012449249 -2.691147e-01 -0.525236092  0.025019584
# 16 -0.259204229  0.2409674315  3.716209e-01  0.034998096  0.016663181
# 17 -0.226300713  0.5919414373  4.087435e-01 -0.125587097  0.080371459
# 18 -0.113015503  0.0415823720  1.473481e-02  0.276667222 -0.218900555
# 19 -0.080407194 -0.1319865057 -4.148330e-03  0.229750434  0.007926053
# 20  0.311048003  0.1497069965 -1.169170e-02 -0.218694345  0.137306966
# 21  0.101735832  0.2247337053 -3.423953e-01 -0.209580209 -0.068063917
# 22 -0.543332426  0.0046615709 -5.687581e-02 -0.182138420 -0.178234912
# 23 -0.609341595 -0.1839604773  2.536406e-02  0.136115101  0.104973183
# 24 -0.098345412 -0.1562274943  4.391031e-01 -0.431921628  0.169040614
# 25 -0.160995673 -0.1563058434  6.055311e-02  0.001895279 -0.212761235
# 26  0.132396789  0.0106645300  3.880399e-01  0.215893275  0.308506602
# 27  0.066294539 -0.0382500101  5.018094e-01  0.089508801  0.093034891
# 28  0.041741477 -0.0998024390 -4.497537e-03 -0.079385872 -0.025051083
# 29  0.293678231  0.0242701870  4.953349e-02  0.330170120  0.140844134
# 30 -0.048787593  0.2086161007 -3.373594e-01 -0.228137504 -0.045221621
# 31 -0.077878891 -0.1815335187  5.298401e-02 -0.245023385  0.024407352
# 32  0.107933373  0.1972375784 -1.915741e-01 -0.208097189  0.126956298
# 33  0.016051589 -0.0392008406 -2.604340e-01  0.019503397 -0.075873290
# 34 -0.104065373  0.4601570932  1.756156e-01  0.180715965  0.118812291
# 35 -0.313561609 -0.2621941674 -2.444615e-01  0.207985902 -0.216903418
# 36  0.134739750 -0.2204801270 -1.622449e-01 -0.187286876 -0.101706827
# 37  0.268684070 -0.0881410847 -1.445191e-01  0.092549283 -0.126549586
# 38 -0.281446077 -0.3239096258 -3.069866e-01 -0.352365164 -0.159292905
# 39  0.020035162 -0.1403669333  1.788983e-01 -0.038250691  0.150226661
# 40 -0.250174553  0.0436070428  1.320226e-01 -0.272097797  0.025370057
# 41  0.166610173  0.4202363993 -1.730077e-01  0.272836698 -0.028031778
# 42 -0.101134979 -0.1321847370  1.336216e-01  0.358070135 -0.237199052
# 43  0.259997171 -0.0044220156  9.311567e-02 -0.019150746 -0.043237872
# 44  0.106824492 -0.0521474200 -1.245089e-01  0.196368331 -0.116975526
# 45  0.302326608  0.0008332155 -8.939107e-02  0.191851185  0.107343469
# 46 -0.430195200 -0.4036482609  3.697355e-01 -0.064861755 -0.071797103
# 47 -0.150075166  0.2807606433  2.981387e-02  0.226794357 -0.280465553
# 48  0.123265916 -0.0500255104  3.579103e-01 -0.098789748 -0.022028883
# 49 -0.082963413 -0.0054974356 -2.051026e-01 -0.120146799 -0.291011168
# 50  0.106401726 -0.0408480035 -1.637330e-01  0.310077021  0.389418252
# 51  0.228989453  0.1155342644  1.761295e-01 -0.058812331  0.104418318
# 52 -0.071203582  0.1217139422 -7.054929e-02  0.033380501 -0.169820010
# 53 -0.280452783 -0.0108546858 -1.254933e-01  0.092336150  0.085945526
# 54 -0.509658126  0.4642631602 -5.417167e-02  0.053221735  0.048217574
# 55  0.347570435  0.1107641268 -1.008634e-01 -0.418703927 -0.058014318
# 56  0.246066064  0.1806258420 -7.821317e-02 -0.016600777  0.278072386
# 57 -0.138925566  0.0143380963  1.090363e-01 -0.067817582 -0.174419976
# 58  0.258741779 -0.1983311605 -8.603579e-02 -0.019448790 -0.081186227
# 59 -0.087165245 -0.2154055146 -1.291833e-01 -0.025203761 -0.119304722
# 60  0.366301657  0.1498295012  4.558824e-01 -0.023550049  0.100809148
# 61 -0.126538533 -0.1622128260  2.777020e-02  0.216775363  0.126578067
# 62  0.243552000  0.2405004871  3.319567e-01  0.216373404  0.028305088
# 63  0.291534768  0.0445451137 -2.298843e-01  0.004679405  0.174381004
# 64  0.216193787  0.3790590210  1.072300e-01  0.012236680 -0.206676164
# 65  0.052039651  0.7048994248 -9.275293e-02  0.173849605 -0.133888480
# 66  0.246592252 -0.0751149640  2.058578e-02 -0.008120548  0.198333255
# 67  0.150219530 -0.1102171261  1.746593e-01 -0.033110021 -0.106913372
# 68  0.017292268  0.2858069880 -2.004156e-01 -0.031705634 -0.025940059
# 69 -0.232801368 -0.0668132693  3.772165e-02 -0.002270834 -0.438371742
# 70 -0.370283862  0.2755619880 -9.179854e-05  0.188427741 -0.022174165
# 71 -0.185531445 -0.3451193644 -2.353443e-01  0.046475146  0.416893588
# 72 -0.391470864  0.3319742353 -3.200536e-02 -0.293861521  0.192348804
# 73 -0.081259118 -0.2232262609 -2.527409e-01 -0.259519144  0.216258746
# 74  0.179783028 -0.0398469432 -2.041790e-01  0.068780837 -0.167394497
# 75 -0.054000620 -0.0087803440 -7.605266e-02 -0.309706182  0.262217389
# 76  0.073379023 -0.3838945939  1.146286e-01  0.219710941  0.174718382
# 77  0.288269343 -0.0844483007  5.027269e-02 -0.116944971  0.004483307
# 78 -0.043376395  0.0173003310 -1.687203e-01  0.029937887  0.039532520
# 79  0.003227631 -0.0697723702  6.714614e-04 -0.237586363 -0.021779398
# 80  0.690502264  0.1076779269  1.636893e-01 -0.157195069 -0.173184120
# 81 -0.379991998  0.1030290022  4.587999e-02 -0.293696025  0.011827105
# 82 -0.110368542  0.1708132695 -1.012138e-01  0.149661291  0.149994782
# 83  0.100025608 -0.2274143651  2.226913e-01 -0.167131457 -0.231684479
# 84 -0.301642177 -0.1584299121  1.773155e-01  0.240050828  0.122665625
# 85 -0.144662891  0.0452592153  9.826560e-02  0.204447039  0.010587519
# 86 -0.041817238 -0.1044406946  5.148149e-02 -0.130782041  0.066174110
# 87  0.224930032  0.1098143668  3.510964e-01  0.101920565 -0.380881873
# 88 -0.178793786 -0.2249702638  1.110223e-01  0.079762319 -0.040607540
# 89  0.106303534 -0.2832607487 -4.638897e-01  0.125785145 -0.045800931
# 90 -0.051100265 -0.4173603914  1.154338e-01  0.010224650 -0.023958251
#           [,69]        [,70]
# 1  -0.122469318  0.005896873
# 2  -0.080565945  0.089396519
# 3  -0.123977167 -0.129312718
# 4  -0.102426555 -0.070801412
# 5  -0.054627574 -0.043401597
# 6   0.092738321 -0.038770012
# 7  -0.015852595 -0.127910656
# 8   0.065374494 -0.245636342
# 9  -0.109116729  0.091712624
# 10  0.168199421 -0.033535019
# 11 -0.034694785 -0.117629413
# 12  0.103888045 -0.134797568
# 13 -0.236201344 -0.238966115
# 14  0.255058618 -0.150594339
# 15  0.156182476 -0.107939102
# 16  0.126518841 -0.073601735
# 17  0.102700397 -0.057111566
# 18 -0.311591856  0.069623721
# 19  0.129159245 -0.203200529
# 20  0.079211787  0.080185296
# 21  0.118042049  0.082138859
# 22  0.116973045 -0.094765256
# 23  0.015774937  0.146168933
# 24  0.082614437 -0.202797089
# 25 -0.016102021  0.032801681
# 26 -0.024616377  0.219547575
# 27 -0.089307194  0.200907320
# 28 -0.188610560 -0.037737559
# 29  0.067421145 -0.010684871
# 30 -0.067225427 -0.033490370
# 31 -0.096635035  0.118703104
# 32  0.011650902  0.119916610
# 33 -0.008630394  0.127695200
# 34 -0.094842779 -0.099023585
# 35 -0.019491633 -0.137886599
# 36 -0.026512222  0.141146830
# 37  0.091190598 -0.076477097
# 38 -0.171432700  0.050939652
# 39 -0.155295764  0.010357195
# 40  0.107302318 -0.133626196
# 41  0.216439359 -0.183728076
# 42  0.204040143  0.133463281
# 43  0.010576900 -0.018463588
# 44  0.168365818 -0.130664566
# 45  0.139282843 -0.031879222
# 46 -0.198161550 -0.021884374
# 47  0.236196677  0.055019982
# 48  0.015540057  0.104769077
# 49 -0.154227381 -0.053314359
# 50  0.118686760  0.046505912
# 51  0.066162805 -0.002597962
# 52  0.010906048  0.057564956
# 53  0.154347892  0.050535484
# 54  0.067084051  0.105816466
# 55 -0.035913158  0.039786614
# 56 -0.052896231  0.170422336
# 57  0.132440741  0.010179810
# 58  0.023522965  0.204991139
# 59  0.051274854  0.154181349
# 60 -0.114280838 -0.182822341
# 61 -0.130139922  0.136274585
# 62 -0.194679446  0.177235538
# 63 -0.163446532 -0.195438658
# 64  0.118140052  0.192460429
# 65  0.025772102 -0.081315313
# 66 -0.048638950 -0.010626841
# 67  0.151940087  0.099105493
# 68 -0.097137919  0.009291023
# 69 -0.088936172  0.026971575
# 70 -0.050556697  0.142478685
# 71  0.135126734 -0.131416389
# 72 -0.129929664  0.001776364
# 73  0.127411604  0.164357802
# 74 -0.302603608 -0.115003945
# 75  0.106055743  0.003187194
# 76 -0.075320920  0.164924504
# 77 -0.092165416  0.124279179
# 78 -0.054250380 -0.108659711
# 79  0.102935952 -0.174065669
# 80 -0.002456498  0.184748382
# 81  0.001908862  0.026936510
# 82 -0.056655074 -0.196613256
# 83 -0.071729262  0.002169957
# 84 -0.159869465 -0.191364884
# 85  0.111439601  0.131438582
# 86  0.111476713 -0.026778710
# 87  0.062976374 -0.062746287
# 88 -0.039943230  0.097382977
# 89  0.004481983  0.009915381
# 90 -0.100370514  0.103772339
# 
# $loadings
#               [,1]         [,2]          [,3]         [,4]          [,5]
#  [1,] -0.237340560 -0.054281943  0.0355739675 -0.047743885  0.1527145339
#  [2,] -0.238968368 -0.086839544  0.0488576088 -0.077303794 -0.0453733611
#  [3,] -0.217933450  0.049384642  0.0379302520  0.061575679  0.0553793156
#  [4,] -0.209744287  0.107990263  0.0287255481 -0.013879615  0.0456392534
#  [5,] -0.214474832  0.070864420 -0.0838928663 -0.057861300 -0.0022718052
#  [6,] -0.242174921 -0.090214263  0.0068494192 -0.033860042 -0.1026114824
#  [7,] -0.217382489 -0.016009040  0.0697480588 -0.028147704 -0.0688815381
#  [8,] -0.185359864  0.076221673  0.0371645157  0.028432629 -0.0027408859
#  [9,] -0.200427888 -0.083365296 -0.0385168659 -0.041870584 -0.0677131108
# [10,] -0.189657411  0.079122093  0.0187334393  0.053095782  0.0554876852
# [11,] -0.223992115  0.006149262 -0.0642604998  0.100078271  0.0298551151
# [12,] -0.230581796  0.027217148  0.0739476622  0.050454328 -0.0065242560
# [13,] -0.216395503 -0.040747581 -0.0070281633 -0.003449329  0.1129110010
# [14,] -0.237219405  0.051511421 -0.0564575975 -0.036104229  0.0596808179
# [15,] -0.189509509 -0.046075839 -0.0376705441 -0.008499384 -0.0405316766
# [16,] -0.207953172 -0.010222063 -0.0015886802 -0.083084548  0.0226856222
# [17,] -0.199600888  0.002308626  0.0200929439 -0.058982929 -0.0443768156
# [18,] -0.240064044 -0.051475363 -0.1048934621  0.076564956  0.0089150034
# [19,] -0.224230803  0.010904114  0.0338843193  0.082520771 -0.0423309620
# [20,] -0.224426675  0.030297401 -0.0635502745 -0.107229141  0.0384500617
# [21,] -0.061837180  0.287992394  0.0408157185  0.095468394 -0.0488301572
# [22,] -0.028202258  0.094332322 -0.1317612426 -0.131986608  0.0422469188
# [23,]  0.034741502  0.075137544 -0.3626267276 -0.027789486  0.0943037753
# [24,]  0.011964599  0.136308214 -0.0193621129 -0.229246246  0.0407444041
# [25,]  0.002584891  0.113732979 -0.0981464334  0.021080172  0.2965188277
# [26,] -0.040141167 -0.203546424 -0.0113881498 -0.143763321 -0.0217760588
# [27,]  0.012219889 -0.035509328 -0.2652451086 -0.034150394 -0.1150302932
# [28,]  0.046353025 -0.060391234  0.0348419946 -0.095583637 -0.1220999948
# [29,] -0.056917747  0.076605562  0.0411537061  0.076982782 -0.0108035714
# [30,]  0.025875788 -0.011619619  0.1041342155 -0.299755685 -0.1675091767
# [31,] -0.030407275 -0.348708525  0.0394328562 -0.183796266 -0.0499764220
# [32,] -0.050331740 -0.081025510  0.0547976575  0.085689155 -0.1784883590
# [33,]  0.008808026 -0.211946906 -0.0501103874 -0.054000146  0.0961231389
# [34,] -0.016847107  0.026539486  0.1667601035 -0.243465918  0.0662338433
# [35,] -0.020055590 -0.024285142 -0.1723922843  0.032135519 -0.1033060394
# [36,] -0.057560834  0.101307196  0.0987170223  0.150446376 -0.1165067160
# [37,]  0.022646426  0.084704144 -0.1633919741  0.039749252  0.1376042429
# [38,]  0.012074476 -0.016644789  0.3121718255 -0.207352024  0.0536013188
# [39,] -0.049821222 -0.110845069 -0.1965026135  0.015800392 -0.2293272236
# [40,] -0.052155342 -0.043764653  0.0718351254  0.194972403 -0.1194640831
# [41,]  0.037209763 -0.046010167  0.0934767016  0.066197078 -0.0444745831
# [42,] -0.027723208  0.190652837 -0.0004742215 -0.222020815 -0.1103052438
# [43,]  0.011193168 -0.101850938  0.0279690729  0.219296860 -0.2514258504
# [44,] -0.021231337  0.067026807 -0.2009243931 -0.035737700  0.0419007804
# [45,] -0.003703055 -0.256068335  0.0351193035  0.228208645  0.0579732517
# [46,]  0.004018264  0.100999745  0.1203952746  0.113725697  0.1100311280
# [47,]  0.015751292  0.234528850 -0.1408808171  0.030635118  0.0982970877
# [48,]  0.015849976  0.001760642  0.1160071622  0.131161190 -0.0006681248
# [49,] -0.041819798  0.180862901 -0.0055374277 -0.181004402 -0.3354073175
# [50,]  0.014318080 -0.054088839 -0.0764829435 -0.127247407 -0.0150598004
# [51,] -0.018642709  0.082819936 -0.1406001324 -0.005225753  0.1201847810
# [52,]  0.019799729  0.154598862 -0.0621802632  0.081530178 -0.1186072848
# [53,]  0.029537719  0.019862907 -0.1395523778 -0.073523293  0.0498520282
# [54,]  0.038141506  0.084085334 -0.1191538437 -0.244684381 -0.0670259004
# [55,] -0.026971884  0.040608233 -0.0265951304  0.070139808  0.2515391508
# [56,]  0.035617947  0.166237115  0.0572060459  0.140552103 -0.0248232767
# [57,]  0.045565036 -0.224523605 -0.0359865390 -0.117561036  0.0677698991
# [58,] -0.015720495  0.105623114  0.0762976264  0.222856972  0.1235978677
# [59,] -0.013441701 -0.239653957 -0.1542800156  0.169879237  0.0744341340
# [60,]  0.008102119  0.032919274 -0.0011982038  0.132614916 -0.2217231004
# [61,] -0.014054281 -0.244889168 -0.1727762158  0.070705096 -0.0525208847
# [62,]  0.009607188 -0.068754203  0.1517099574 -0.028022212  0.1152951126
# [63,]  0.013445171  0.046786855  0.2944200940 -0.017819813  0.0890461266
# [64,]  0.055914362  0.063602022 -0.0427489268 -0.145950803  0.2198890127
# [65,]  0.014362068 -0.190727380 -0.0985290387  0.008557035  0.1893056045
# [66,] -0.029383404 -0.105573650 -0.0011522281 -0.101436436  0.1385987735
# [67,] -0.048467022 -0.096175049  0.0150012091 -0.025727827  0.2407163041
# [68,]  0.018422206  0.045532769 -0.1989503288  0.154398109 -0.0287699065
# [69,]  0.024317176 -0.076520800  0.2500313157  0.084539031  0.1143382786
# [70,] -0.031219974  0.036776589  0.1030289592  0.024348833  0.1063930199
#               [,6]         [,7]         [,8]         [,9]        [,10]
#  [1,]  0.008212454 -0.069205884  0.040510395 -0.122613925  0.032112198
#  [2,]  0.028356883  0.020959980  0.034907093 -0.029281864  0.020830343
#  [3,] -0.002150419 -0.049189635 -0.024158269 -0.060760680  0.045635534
#  [4,]  0.100242215  0.028707660 -0.114472582  0.157062759 -0.020509470
#  [5,]  0.033135837 -0.025384106  0.035675511  0.025581510  0.032325785
#  [6,] -0.034722875 -0.028768881 -0.014356509 -0.051505375 -0.019248008
#  [7,] -0.032597720 -0.090682892 -0.091921156 -0.074678430 -0.012307568
#  [8,] -0.160616206  0.113764598 -0.068956640  0.026091000 -0.074955695
#  [9,] -0.021737828  0.038823126  0.166321562  0.050734649  0.153739950
# [10,] -0.064769242  0.068495151 -0.009976982 -0.140964698 -0.015351848
# [11,]  0.030219335  0.035747394 -0.080796931  0.022462040  0.193463759
# [12,] -0.093907429  0.001825104 -0.034053613  0.076141843 -0.046614433
# [13,] -0.102994009  0.021166904  0.043278508  0.035570871  0.001681900
# [14,]  0.090109221 -0.029315120  0.111195306 -0.092329858 -0.147100229
# [15,]  0.013983564  0.110689218  0.069281917  0.010449525  0.087305000
# [16,]  0.050320049  0.018407628  0.044991825 -0.125553857  0.029715951
# [17,] -0.092190567 -0.141659143 -0.039629936  0.053823171 -0.145074031
# [18,]  0.095961355  0.029214105 -0.085510523  0.031144489  0.005268082
# [19,] -0.040181410  0.033104492 -0.056815963  0.143094823 -0.041868075
# [20,]  0.007456339 -0.093391402  0.038222881 -0.010991513  0.064714872
# [21,]  0.342146068 -0.099411045 -0.013285077 -0.144311755 -0.275638372
# [22,]  0.164311430  0.065974801 -0.104016139  0.204578635 -0.002316169
# [23,] -0.082837436  0.095945014  0.056569175  0.025571004 -0.123707016
# [24,] -0.025637576  0.028210840 -0.024009274 -0.032889488  0.129014760
# [25,]  0.001077023  0.211586831  0.149096095  0.041935371  0.020979504
# [26,] -0.043204829  0.178388903 -0.125907648  0.078264285 -0.128652444
# [27,] -0.008100548  0.178080815 -0.128966305  0.020701206 -0.031511898
# [28,]  0.045540560 -0.069300240 -0.084712436  0.065551203  0.276031628
# [29,] -0.036411576 -0.171846272  0.156610774  0.029274725 -0.155110983
# [30,]  0.086460075  0.033164096  0.068594657 -0.083677706  0.045221465
# [31,]  0.107540036 -0.191937557  0.101412576 -0.121857456 -0.085740510
# [32,]  0.064537840  0.137244170  0.130681410 -0.012921259 -0.055845117
# [33,] -0.267923968 -0.028029852  0.038975598 -0.048316740 -0.085684241
# [34,]  0.071312558  0.133365737 -0.040771545 -0.007594373 -0.036739332
# [35,]  0.175781327 -0.039416634  0.082608280  0.011602542 -0.028461197
# [36,] -0.016550385 -0.024909278 -0.047969014  0.172529734  0.105629618
# [37,] -0.073088368 -0.143240391 -0.008832849 -0.317574025  0.124732061
# [38,] -0.038568744  0.106607288  0.142003637  0.105009028 -0.093115606
# [39,] -0.074146365 -0.050147729 -0.124577696 -0.059168455 -0.112961999
# [40,]  0.031770574 -0.155751849  0.157141749 -0.114882496  0.109474620
# [41,]  0.040901298  0.069306102  0.230391573 -0.181614325 -0.142605511
# [42,]  0.110659893  0.157324308 -0.042200147 -0.097618892  0.066804607
# [43,]  0.006262072 -0.196940464 -0.027379380 -0.016078925  0.057667389
# [44,] -0.293645009  0.163630827  0.170111087 -0.238173232 -0.041025728
# [45,]  0.019841538  0.177907661  0.035223498  0.009552342  0.032018198
# [46,] -0.003618127  0.097619461 -0.247952517 -0.276742476  0.049263882
# [47,] -0.077859775 -0.088787889  0.293646396  0.195029456  0.042498048
# [48,] -0.138057977 -0.028585504 -0.218908556  0.151321622  0.024965282
# [49,] -0.095642511 -0.005949587  0.052203573  0.046245742  0.006827537
# [50,]  0.059381801  0.142852970  0.136444207 -0.067338006  0.048847840
# [51,]  0.004620070 -0.089663013 -0.003271880  0.108318891 -0.204657427
# [52,] -0.158714810  0.124280278 -0.284082084 -0.232072553 -0.227163679
# [53,] -0.102860871 -0.448151446  0.101818291 -0.020437550  0.045547071
# [54,]  0.030139650  0.024599398 -0.072720430 -0.006575423  0.015206234
# [55,] -0.027789952  0.101962718 -0.043817746 -0.087519433 -0.097699443
# [56,]  0.133002184  0.040644803  0.141802694 -0.144068997  0.214020002
# [57,]  0.243769526 -0.041491442 -0.165305538 -0.011572337 -0.319477712
# [58,]  0.139034630 -0.056736265 -0.034462597  0.284265899 -0.179668624
# [59,]  0.114545254 -0.028364049  0.011095179 -0.136040357  0.159168071
# [60,] -0.090684713  0.170365758 -0.184031249 -0.208058909  0.127265634
# [61,]  0.202978626  0.243337765  0.208082734  0.059171889 -0.068149985
# [62,] -0.096578589 -0.046273279  0.028296898 -0.200103174 -0.195122197
# [63,]  0.117706240  0.140103852  0.003422498  0.003281236  0.122417320
# [64,]  0.083416438 -0.200324785 -0.083225460 -0.121728352  0.133243227
# [65,]  0.036515547 -0.094343445 -0.297351454  0.058619494  0.023041744
# [66,] -0.253906331  0.041722303 -0.112850463  0.111882994  0.160968226
# [67,]  0.197526088  0.041829026 -0.080691375 -0.013891766  0.274807820
# [68,]  0.117889546  0.186110593  0.100810241  0.048089932  0.043696443
# [69,] -0.261081805  0.090518991  0.199112492  0.004746843 -0.083247237
# [70,]  0.226520279  0.014069581 -0.022220874 -0.220675046 -0.092171651
#               [,11]         [,12]        [,13]        [,14]         [,15]
#  [1,] -0.1405322723  0.0190729829 -0.056468936  0.028161639 -0.0514293538
#  [2,]  0.0786539563 -0.1262659224  0.083428734 -0.195130601 -0.1007971438
#  [3,]  0.0605703993  0.0733196093 -0.004780486 -0.008605627  0.0168348387
#  [4,] -0.1674936374 -0.0018062459 -0.004768443  0.015353460 -0.1454687720
#  [5,]  0.1443122124 -0.0342233330 -0.012951124 -0.024387040  0.0796263921
#  [6,] -0.1350358037  0.0610456380  0.067245596  0.110302178  0.0765054763
#  [7,]  0.0924462087  0.0278517706  0.149134650  0.017984380  0.0059453918
#  [8,] -0.0485639300 -0.1180695718 -0.133038318  0.070970859  0.0102983615
#  [9,] -0.0574174491 -0.0517638449  0.034701771  0.141032678  0.0278551299
# [10,]  0.0006823753 -0.0384931218 -0.007333456 -0.123534212 -0.0061983347
# [11,]  0.1366378200  0.0008174648  0.015744155  0.061673464 -0.0683390005
# [12,] -0.0698370205 -0.0436655474 -0.022425080 -0.003017479 -0.0397722263
# [13,]  0.1025046496  0.0812803148  0.016008695 -0.087071266  0.0182851258
# [14,] -0.0601411090  0.0714121232  0.124959863  0.072796766  0.0768807098
# [15,] -0.0506539942 -0.1188944151 -0.069977544  0.030780321  0.0132853363
# [16,]  0.0187822565 -0.0308855371 -0.005757986  0.105040738  0.0053558370
# [17,]  0.0259780278 -0.0283033679  0.005358025 -0.101221504  0.0783887080
# [18,] -0.0355478249  0.0725473232  0.019512165  0.045264062  0.0332707625
# [19,] -0.1265277879 -0.0306751993  0.022699787  0.017267129 -0.0101803025
# [20,] -0.0363603420  0.0116339747 -0.031484018 -0.045212594 -0.0094566729
# [21,]  0.0365505587 -0.0890438060 -0.193875232 -0.167249896  0.0688193886
# [22,]  0.1119790520  0.0791979159 -0.161627701  0.061093706 -0.2366796416
# [23,] -0.0338336589 -0.1320886050 -0.017662132 -0.024870407 -0.1925719046
# [24,] -0.1298815087 -0.0163549434 -0.188150123  0.119202938  0.0503818121
# [25,]  0.1806094549 -0.1153315419 -0.038176751 -0.194457610  0.1317062792
# [26,]  0.1722349192 -0.0730524101 -0.119018641  0.050196944  0.3177946584
# [27,] -0.0358812048 -0.0690662936  0.076254496 -0.009299604 -0.2169382836
# [28,] -0.0651347399 -0.1579669869 -0.102982084  0.010355161  0.0369149443
# [29,] -0.1869644898 -0.0347106357 -0.240902640  0.028360015 -0.2094266254
# [30,] -0.1305852576 -0.0053033157 -0.208742089  0.088753435 -0.0158942952
# [31,]  0.2781464045  0.1086726282  0.064504860 -0.165586250 -0.2414763060
# [32,]  0.0313348079 -0.1042082164  0.060995244  0.011133745  0.0473928079
# [33,] -0.1548549578  0.0725576972 -0.192611369  0.129865452  0.1068758795
# [34,]  0.0679093062  0.0355396278 -0.122885349  0.285226975  0.0651374100
# [35,]  0.3968330298  0.0756884983 -0.186986768  0.069374655  0.0106894744
# [36,] -0.0261024210  0.2154567894  0.112381480 -0.181038556  0.1077992584
# [37,] -0.0183743293 -0.0289044546  0.124789265  0.066549919  0.1017503870
# [38,]  0.1779769453  0.0547879007  0.041701565  0.026305932 -0.0743611092
# [39,]  0.1586095132  0.1219402995  0.004567892  0.072050050  0.1230621370
# [40,] -0.0615270832  0.3190529459 -0.215530785 -0.010133100  0.0983226684
# [41,] -0.0228727248 -0.0709962001  0.002311311 -0.044239173  0.0148634606
# [42,]  0.0395375218  0.0937062696 -0.036887648  0.121818402  0.0342060213
# [43,]  0.0804989944 -0.2979768191  0.076309605  0.089794668  0.1277333942
# [44,] -0.0527323384 -0.0274418230  0.006471609 -0.007195562 -0.0555030026
# [45,] -0.0491416223  0.3606683407 -0.169565422  0.123981771 -0.0959692491
# [46,] -0.0802455821  0.0895035476 -0.156507614 -0.137472867 -0.0281451854
# [47,]  0.0098646906  0.1174306287  0.123540727  0.147567507  0.1719721163
# [48,]  0.1017058580 -0.1587706835 -0.167202853 -0.070091710 -0.1384651469
# [49,]  0.1244835717  0.0039291288  0.150443758 -0.008226018 -0.0258598989
# [50,] -0.0674270436 -0.1574793250 -0.201181600 -0.234978099  0.4796389361
# [51,]  0.0581454189 -0.1955847244 -0.029147827 -0.016979662  0.0306029136
# [52,] -0.0674736921  0.1624552635  0.064313223  0.015037495  0.0716678805
# [53,]  0.0098308948  0.0198261839 -0.004986020 -0.067055374  0.1149486397
# [54,] -0.0588379757  0.1177355851  0.176013855 -0.051060180  0.0336683765
# [55,]  0.3010751469  0.1541614713 -0.002826099  0.102980315  0.0327534585
# [56,]  0.1414941884  0.0211239321  0.195135228  0.360494388  0.0189552385
# [57,] -0.2757318672 -0.0602094803  0.317185557  0.232400261  0.0974259971
# [58,] -0.0206593752 -0.0146002478  0.049526747  0.079531784  0.2016517373
# [59,] -0.0770161522 -0.2730588241 -0.051803599  0.099907044 -0.0645465172
# [60,]  0.1061731594 -0.0968273441  0.038537972 -0.075434273  0.0251327581
# [61,] -0.1321115376  0.1611969567  0.081676236 -0.322967091 -0.0004741888
# [62,]  0.1010907322  0.0684456095  0.028336546  0.002385961 -0.0056574603
# [63,] -0.1283550126  0.0285213076  0.210233878 -0.192671783  0.1645494895
# [64,] -0.0763185077  0.0836559218  0.096355715 -0.137726467 -0.1071598698
# [65,]  0.1193662041  0.0513803355 -0.070783255  0.086854944  0.2185244821
# [66,]  0.0546925985  0.0346741583  0.253972297 -0.139499590  0.0329935236
# [67,]  0.0248876408 -0.0925323859 -0.013445823  0.020020210 -0.0052146627
# [68,] -0.0498902690  0.0655879130  0.120084279  0.116471036 -0.0475670052
# [69,]  0.0677890714 -0.2084739729  0.092781898  0.167213937 -0.0744863160
# [70,]  0.1001747421 -0.2013206069  0.118853649  0.007503983 -0.1010679329
#               [,16]         [,17]        [,18]         [,19]        [,20]
#  [1,]  0.0002004254 -0.0699689503  0.119712945 -0.0698816814  0.133105362
#  [2,]  0.0998863735  0.0181078639  0.001160137 -0.0317762222 -0.159013418
#  [3,]  0.0115244161  0.0391539368 -0.066179001  0.0749340586  0.062861555
#  [4,] -0.0701458837 -0.1961645455  0.073233663 -0.1147842966  0.040887175
#  [5,]  0.0147878807 -0.1557771914 -0.083533307  0.0748939068  0.023064300
#  [6,]  0.0342738100  0.1167291488 -0.001285796  0.0013128519  0.126054140
#  [7,]  0.0958190706 -0.0335329980  0.068738538 -0.0503443773 -0.075247385
#  [8,] -0.1153467595  0.1725491715  0.062706246 -0.0975196661  0.098729048
#  [9,]  0.0536837400  0.0387096203  0.052054198 -0.0749461195 -0.111085964
# [10,] -0.0145706786  0.1077444082  0.086630762  0.0668797997 -0.061251771
# [11,] -0.1357795051 -0.0145165991  0.069845615 -0.0333653922 -0.088349839
# [12,] -0.0250316259  0.0113978212 -0.203125108  0.0160174092  0.032297698
# [13,]  0.1114461723 -0.1321517565 -0.091314257  0.1054756267 -0.052622676
# [14,]  0.0202646351 -0.0290076710 -0.006660696  0.0240708160  0.006299802
# [15,] -0.0958668504  0.0343109351 -0.132524045  0.0512825234  0.039805045
# [16,] -0.0229414707  0.0633845061  0.047154605  0.0306314606 -0.062708683
# [17,] -0.0148156837 -0.0277952954  0.006518666 -0.0248506827  0.059862144
# [18,] -0.0666779200  0.1080809516  0.089424943 -0.0580518098  0.015625481
# [19,]  0.1369659668  0.0016366767  0.059429666 -0.0962354071  0.022665217
# [20,] -0.0462295384 -0.0605281424 -0.128589617 -0.0039975512 -0.006757813
# [21,]  0.1631895597  0.1523238738 -0.170274662  0.0683208856  0.055337760
# [22,] -0.1076539311 -0.2530005532 -0.098599896  0.0961335331  0.091567655
# [23,] -0.1196354259  0.0003514123 -0.244409558  0.1233163042  0.114334742
# [24,]  0.2324043084  0.0586352803  0.063271784  0.3466483266 -0.087506372
# [25,]  0.0721832892 -0.0530688610  0.056785181 -0.0369831339 -0.198795835
# [26,] -0.2324016229  0.0314559209 -0.158028101  0.0271593418  0.026518008
# [27,]  0.0922047779 -0.0638992730  0.110923761 -0.0049388481  0.259483337
# [28,]  0.0531032334 -0.0509548921  0.178402719 -0.0609614317 -0.225315669
# [29,] -0.0702259808 -0.1015854625 -0.041132040  0.0127209836 -0.335353863
# [30,] -0.1766896671  0.0324010740  0.080449059 -0.0382026641 -0.048445960
# [31,]  0.0502428176  0.0439922343  0.065537840  0.0930309298 -0.082233622
# [32,] -0.2973004799 -0.0446521160 -0.159411311  0.0589049994  0.097289328
# [33,]  0.1533337387  0.1074173460 -0.004563623  0.0725757731  0.220835302
# [34,]  0.1936580189 -0.2102502226 -0.014878944 -0.0414592385 -0.074035917
# [35,] -0.0439985681  0.0185405922  0.028856908 -0.2808833285  0.041343007
# [36,]  0.2277902570  0.1184746330 -0.020595949 -0.0237293236  0.072754558
# [37,] -0.0765986302 -0.0994676972 -0.138177272 -0.2440382352  0.057442168
# [38,]  0.0872638600  0.2329795878  0.031470476  0.0005882873  0.078534259
# [39,]  0.1282636924 -0.2568258493 -0.017613839  0.1561272627 -0.063946046
# [40,] -0.0847274084  0.0596706551 -0.143479066  0.0021042297 -0.055813869
# [41,]  0.0415666538 -0.3824078658  0.152121863 -0.1465673718  0.160726889
# [42,]  0.0491975627  0.1261210936 -0.113436021  0.0690928671  0.097561912
# [43,]  0.0414573715 -0.1417321672  0.154198145  0.2172768753  0.200542949
# [44,] -0.0349077201  0.0888204891  0.156434693  0.1757772845 -0.230309918
# [45,] -0.1351020352  0.0090854428  0.142545059  0.0895584169  0.059710990
# [46,] -0.1359531769 -0.1985941308  0.270997549 -0.0154735076  0.005710023
# [47,] -0.1099763477  0.0083300763  0.222312612 -0.1148831129  0.061923265
# [48,] -0.0526820817  0.2184627876 -0.071272500 -0.0650422583 -0.070976138
# [49,] -0.2787856736  0.0481017063  0.288917148  0.1494581038 -0.014604121
# [50,] -0.0440822416  0.0071345717  0.014014712 -0.1065917783 -0.039284864
# [51,] -0.0299123900  0.0306002685  0.256897623 -0.1172497165  0.113988505
# [52,]  0.0579964431 -0.0493301537  0.053075203 -0.0083226373 -0.119631363
# [53,] -0.0942754229  0.0565262785  0.022628453  0.2618782217  0.115822485
# [54,]  0.2858258915  0.0538239002  0.057260034 -0.0993984565  0.092505137
# [55,]  0.0577009836 -0.0475033955 -0.011400036  0.2124839417  0.035187428
# [56,] -0.0168372049 -0.0319665579 -0.137831779 -0.0296802973 -0.166920751
# [57,] -0.1790149673  0.0376991900 -0.081018237  0.0419027380 -0.218744288
# [58,] -0.0225958351  0.0115169202  0.151707358  0.3051825846 -0.202717626
# [59,]  0.2663920644  0.0592392970 -0.082836509 -0.0103344294  0.010737821
# [60,] -0.0847663696  0.0901776812 -0.071028824  0.1438176531 -0.057233929
# [61,]  0.0409005809 -0.0079346187  0.087267145  0.1024467983 -0.122672813
# [62,] -0.1318547597  0.1800924548  0.091035896 -0.1361703140  0.118252736
# [63,] -0.0849738714 -0.1489568403 -0.124574935  0.1045052237  0.233651957
# [64,] -0.1915833486  0.0566820217 -0.118427015  0.0516796925  0.004277005
# [65,]  0.0089373917  0.0700530766  0.077500541 -0.1380726705 -0.091320139
# [66,] -0.0837052178 -0.0646507843 -0.115374416 -0.0931312982 -0.159092909
# [67,] -0.0808218711  0.0566058384  0.224069510  0.2820369048  0.211936680
# [68,]  0.0468331990  0.3128776048 -0.001899694 -0.0635155293  0.059092076
# [69,]  0.0913980225 -0.0976101273 -0.079199183  0.0810996036  0.041211411
# [70,]  0.0073368367  0.1711935943  0.147891878 -0.0120898143 -0.038460650
#              [,21]        [,22]        [,23]        [,24]        [,25]
#  [1,] -0.015472204  0.059896579 -0.007023010 -0.047566301  0.049487030
#  [2,]  0.076232071  0.141847159  0.005485766  0.054711423 -0.049451473
#  [3,] -0.167527262 -0.076354910 -0.008597114  0.001421605  0.094494534
#  [4,] -0.051824009  0.057551475  0.055921388 -0.042588856 -0.005649277
#  [5,]  0.147022619 -0.067456589 -0.060637441 -0.032428192 -0.045531396
#  [6,] -0.035898950 -0.078840092 -0.104369718 -0.007230398  0.096410472
#  [7,] -0.078828982 -0.047361689 -0.029652320 -0.074216298 -0.212866973
#  [8,]  0.013189301  0.056053910 -0.071309513 -0.037406819  0.064873396
#  [9,]  0.096847033  0.020139717 -0.123308821  0.153136700 -0.077158554
# [10,]  0.001346348 -0.036546097  0.180201207  0.038684921  0.100228214
# [11,]  0.001714994 -0.023129846 -0.035718469  0.024614627  0.038332090
# [12,] -0.017771875 -0.010651721 -0.074039438  0.031001479  0.030081706
# [13,] -0.045306043 -0.062827406 -0.023965316 -0.094718707 -0.044988962
# [14,]  0.109411981  0.070111837  0.005015734  0.160526334 -0.092653259
# [15,]  0.129594709 -0.065088291  0.030340229 -0.031437981  0.043730337
# [16,] -0.102718589 -0.129692929 -0.044883764  0.022023426  0.064901141
# [17,] -0.082199620  0.047133278 -0.048444282 -0.005318301 -0.012787869
# [18,]  0.047064310  0.010092755  0.167543315 -0.202152640  0.065237758
# [19,] -0.014434061  0.025171931  0.149264648  0.064339811 -0.188830367
# [20,]  0.055494458  0.159426760  0.082068630 -0.162164545  0.018121283
# [21,] -0.008512216  0.100676895 -0.056754468 -0.123729161 -0.167501995
# [22,] -0.011571196 -0.085578253  0.026420872 -0.003507841  0.089553428
# [23,]  0.077985949 -0.064316638 -0.113080268 -0.024667827 -0.134771116
# [24,] -0.041526653  0.061209653 -0.185582876  0.028836614 -0.148189644
# [25,] -0.268397641 -0.097544879 -0.300129993  0.071764551 -0.016792448
# [26,]  0.165381477 -0.020318965 -0.164427049 -0.098981577 -0.054921722
# [27,]  0.054738096 -0.171846045 -0.061589616  0.088041050 -0.163020492
# [28,]  0.175241742  0.061741772 -0.238660140 -0.243314924  0.049401485
# [29,] -0.090109066 -0.311068004 -0.117314575 -0.035332489  0.141054464
# [30,] -0.143106661  0.241015333 -0.044273503  0.234542879 -0.155576550
# [31,] -0.072829127 -0.104301261  0.142951854  0.001450200 -0.083660055
# [32,] -0.290020407 -0.009069400 -0.108936569  0.221296261 -0.267952075
# [33,]  0.035063419  0.014804661 -0.098234616 -0.104962488  0.069343489
# [34,] -0.241367942  0.125494561  0.010484779  0.101003930  0.170024215
# [35,]  0.130304762  0.243395465 -0.230556487 -0.071289605  0.043732503
# [36,]  0.060711641 -0.025794437 -0.275926075  0.176121723  0.015346882
# [37,] -0.222617989  0.011268617 -0.039290623 -0.092297910  0.162213622
# [38,]  0.082767129 -0.154698858 -0.140924210 -0.073540262 -0.026473601
# [39,]  0.023540949  0.003245954 -0.100522757  0.027858513  0.070493191
# [40,]  0.064792268 -0.074908931 -0.038413084  0.270424987  0.045142830
# [41,] -0.030407221 -0.146877151 -0.074391256 -0.131844962  0.010453308
# [42,]  0.141412663 -0.203856016  0.234897617 -0.196785628  0.043265101
# [43,] -0.184841362  0.187879352 -0.007854554 -0.193305151  0.009612832
# [44,]  0.074869107  0.184184621  0.008619532 -0.073267647  0.065257998
# [45,] -0.068140465  0.038435197 -0.013145846 -0.126763515 -0.016186943
# [46,]  0.154419557 -0.056324947 -0.054932612 -0.042090881 -0.173955439
# [47,]  0.063685411  0.109300870  0.143229147  0.149272046 -0.198571525
# [48,] -0.027808703  0.220256186  0.087606296 -0.003758405  0.089191978
# [49,] -0.088875089 -0.215910992 -0.032237810  0.038396316  0.278765629
# [50,] -0.077718388 -0.131473430  0.313921922 -0.068891919 -0.020505518
# [51,]  0.207875569 -0.035139804 -0.016871531  0.275011282  0.191818211
# [52,]  0.086780468  0.020982995 -0.185690542  0.043636859 -0.096757957
# [53,]  0.085754237  0.003255385 -0.088539448 -0.038741876  0.036315788
# [54,] -0.119473790 -0.029303872  0.089963095  0.001070364  0.002614945
# [55,] -0.067706986  0.271493364  0.180290882  0.174844420  0.182295801
# [56,]  0.269837135 -0.073342708  0.023199003 -0.125739086 -0.148784276
# [57,]  0.030746630  0.098781961 -0.054871556  0.048099387  0.066086084
# [58,] -0.071600710 -0.123048777  0.078227872 -0.158887808 -0.108492658
# [59,]  0.039429246 -0.140125440  0.026552023  0.209123299  0.024447524
# [60,] -0.037223579 -0.052559899  0.136661947  0.192644676  0.018290434
# [61,]  0.146398704  0.141687688  0.003315045 -0.051967096  0.122008640
# [62,] -0.014420962 -0.083702292 -0.048963106 -0.126980194 -0.219905875
# [63,]  0.151531501  0.032694277 -0.165346473  0.053723448  0.319676100
# [64,] -0.021559597  0.006089147 -0.101836612  0.013468146 -0.046948041
# [65,]  0.013642794 -0.347738579  0.008756877  0.151898217  0.017633980
# [66,] -0.085099063  0.084503607 -0.060192288 -0.134743183 -0.134272956
# [67,] -0.036350889  0.002016827 -0.077759146  0.058103890 -0.185167064
# [68,] -0.342216079 -0.021213263 -0.184186013 -0.234351954  0.115560573
# [69,]  0.159022281 -0.046672404  0.052285898  0.022454881  0.009186137
# [70,]  0.084815575  0.034010368 -0.138272598  0.029435178  0.180128440
#             [,26]         [,27]         [,28]         [,29]         [,30]
#  [1,]  0.15400462 -0.0910511411 -0.2152797177  0.0833513196  0.0281726819
#  [2,]  0.09321125  0.2478545267 -0.1299427801  0.0751772342  0.0618285161
#  [3,]  0.02383952 -0.0026049296 -0.0255470914  0.0888623539  0.0468602797
#  [4,] -0.11314559  0.0658697913 -0.0086087211  0.1295707359  0.0112336378
#  [5,] -0.10495742  0.0446140065 -0.1108882612  0.0470619546  0.0917919578
#  [6,]  0.07543680  0.0272061372  0.0812701773  0.0598238135 -0.1145362312
#  [7,]  0.02672045  0.0002356559  0.0930186439 -0.0394800752 -0.0920299085
#  [8,] -0.02138969 -0.0538334471  0.0324160011 -0.0017814779 -0.1510784097
#  [9,]  0.04836091  0.0626857879  0.0552383838  0.1588544337 -0.0392002385
# [10,] -0.13002638  0.0112995785 -0.0045024668  0.0056024415  0.2603016578
# [11,] -0.07900557  0.0502848673 -0.1027507670 -0.0968433953  0.2374424372
# [12,]  0.09121612  0.0629993068  0.0803262441 -0.0275851853 -0.0644054052
# [13,]  0.07702028 -0.0195143713  0.1084142213 -0.0893182806  0.0165816515
# [14,] -0.20259214 -0.0712472457 -0.2281810158  0.0207924226 -0.1357704319
# [15,] -0.05424770 -0.1833550642 -0.0199305362  0.1807413057  0.1376864398
# [16,] -0.08542812  0.0836183868  0.0404685033 -0.2043132509 -0.0477663470
# [17,]  0.17914450 -0.1006780856  0.0866792378  0.0455995188 -0.0081605104
# [18,]  0.05318440  0.0141362226  0.0621316752  0.0298433633  0.1250320999
# [19,] -0.05559707  0.0936242513  0.0072474206 -0.0972751802 -0.0901627315
# [20,]  0.04430911 -0.1368742738  0.1775963540 -0.1561496329 -0.1446022915
# [21,]  0.14340264 -0.0784428122 -0.0845368570 -0.2463310509  0.0736286092
# [22,]  0.01891241  0.1235090440 -0.1062844495 -0.1197698965  0.0601086595
# [23,]  0.22828317 -0.0048823785 -0.0988655435  0.2186188231 -0.0889986657
# [24,] -0.11408438 -0.0608850689  0.0167894033  0.1064031867 -0.0007355543
# [25,]  0.26070977 -0.0789059705  0.0853653981 -0.1190918049  0.0076259657
# [26,] -0.21150142 -0.0314742672  0.0770631137  0.0861034879 -0.2505571716
# [27,] -0.07252292 -0.1336988374  0.2771559876 -0.1558491139  0.3020168137
# [28,] -0.08343438 -0.0942003168  0.0491390499 -0.1105451150  0.0785649657
# [29,] -0.19196579  0.1026033298  0.1736944568  0.1335471043  0.0259583861
# [30,]  0.05126614  0.0729609396 -0.1500426876 -0.1182283504  0.2191148104
# [31,] -0.14478083 -0.1431608123 -0.0317975458 -0.0928312361 -0.0394858456
# [32,] -0.07886755 -0.0799702185 -0.0220664617 -0.0872954305  0.0752107095
# [33,] -0.03101526 -0.0904321125 -0.0571733472 -0.2288791489  0.1224632804
# [34,]  0.01715235 -0.0402371783  0.1090272138  0.0387858830 -0.1386481217
# [35,]  0.05090327  0.1327868024  0.0793270858 -0.0002950633  0.0517592040
# [36,] -0.04697154  0.2307959682 -0.0265898876 -0.1200976758 -0.0229635039
# [37,]  0.04510529  0.0356261931 -0.0980603707  0.0558596778  0.2145247254
# [38,]  0.12704788 -0.0818247053 -0.1585363470  0.3451086514  0.2169615262
# [39,]  0.03753764  0.1974421861 -0.1229282048 -0.0921698894 -0.0947841949
# [40,]  0.09138308 -0.3002529001  0.2080179764  0.0229704918  0.0284048184
# [41,] -0.13757446 -0.0635119499  0.0943485852  0.0544006421 -0.0892981018
# [42,]  0.07666745 -0.0185006386  0.2242654417 -0.1986008164  0.0172015399
# [43,]  0.01093059 -0.0681766786  0.0297493843  0.1204745466  0.0471460413
# [44,] -0.01887363  0.0367925807 -0.1163165427 -0.1956508729 -0.0083278777
# [45,]  0.10233685  0.0343358753 -0.2101444162 -0.1289572529 -0.0782921587
# [46,]  0.31836708  0.0185953557  0.0487558419  0.0880563565 -0.1940705681
# [47,]  0.02957262 -0.0042661339  0.2618956933 -0.0626419719  0.0076987533
# [48,]  0.03376364 -0.0316445955  0.0335857207  0.0122308399 -0.0758816073
# [49,]  0.23514964 -0.0992182620 -0.0960397760 -0.0883197070 -0.1565641236
# [50,] -0.06400526  0.2041369331 -0.0620930567  0.0518268324  0.0175270985
# [51,] -0.13345171 -0.1790461458 -0.2039659960 -0.1164808729 -0.1375660502
# [52,] -0.19783022 -0.0511449719  0.0004574292  0.1361171710  0.1917959413
# [53,]  0.06961815  0.1791580346  0.0792172675  0.1088645489  0.0984612921
# [54,]  0.09897451 -0.0144012825 -0.0662860015  0.1495745702 -0.1347609321
# [55,] -0.10496562 -0.0632710796  0.1480367171  0.1714808418  0.0455602428
# [56,]  0.03328375 -0.0801419701 -0.1770700454  0.0321636508 -0.0727556693
# [57,]  0.26777760  0.0713302102  0.1324990287 -0.0525203627  0.1226993073
# [58,] -0.03362253 -0.1117240005 -0.1478537566 -0.0452724386  0.0194607392
# [59,]  0.10315969 -0.1448977612 -0.1226817409 -0.0845242778 -0.1902626938
# [60,]  0.01810943  0.0885697651  0.0542840335  0.0796571492 -0.0920750300
# [61,]  0.04826375  0.0065035384  0.1432411559  0.1351968315 -0.0084141426
# [62,] -0.07124907  0.1497921303 -0.0017803677 -0.0452086713 -0.0346000277
# [63,] -0.06237338 -0.0228943407 -0.0978366134 -0.1664425017  0.0812194404
# [64,] -0.24798853  0.1469697256  0.0460342127 -0.0648181678 -0.2691293109
# [65,]  0.07402996  0.0693114611 -0.0305676330 -0.0045354964  0.1387074378
# [66,] -0.03748448 -0.3417529164 -0.0242057593 -0.1194044091  0.0327153512
# [67,] -0.02632924  0.1266178610  0.1419790558  0.0797782385 -0.0200427065
# [68,] -0.17148300  0.1146921224 -0.0125017017  0.0252637219 -0.1103179019
# [69,]  0.11094628  0.3450644723  0.1314092160 -0.1941808504  0.0548377886
# [70,] -0.07480886 -0.0590889913  0.2256011833 -0.0074100503 -0.0101388237
#              [,31]        [,32]        [,33]         [,34]        [,35]
#  [1,] -0.045747030 -0.101886559  0.216477396 -0.0857512901 -0.108848277
#  [2,] -0.028162625  0.021898640 -0.005911265  0.0756637283  0.189436629
#  [3,]  0.092954590  0.111568099  0.043248744 -0.2174990273  0.092256157
#  [4,]  0.140202697  0.082296170 -0.220535749  0.0020813503  0.064353827
#  [5,]  0.150306796 -0.053279318 -0.083653302 -0.1523930429 -0.010531224
#  [6,]  0.048364544 -0.126076285  0.038196901  0.0459724894 -0.048782223
#  [7,] -0.075042057 -0.051655057  0.155750806  0.0208149739  0.087701995
#  [8,]  0.121037252 -0.058000670 -0.229585644  0.1405541242 -0.222526996
#  [9,]  0.047645593 -0.119253346 -0.105998265  0.1722503143  0.102951372
# [10,] -0.099827715  0.097525531 -0.060454956  0.2190721008 -0.031035997
# [11,] -0.022864807  0.076876616  0.027351038 -0.1549173807 -0.050030960
# [12,] -0.083435942  0.128076455  0.004068383 -0.1904805216  0.091473728
# [13,] -0.052879029  0.042968176  0.112864502  0.0388373490 -0.099704532
# [14,]  0.187173185  0.073885821 -0.016277540 -0.0044389153  0.197066068
# [15,] -0.100822789  0.036194988  0.316500536  0.0381448963 -0.178468268
# [16,]  0.088288535 -0.090929036  0.109332562 -0.1715791374  0.015270725
# [17,] -0.298670564 -0.226202831 -0.142369834  0.1098357382 -0.029542777
# [18,] -0.127544807 -0.144427716 -0.054777479  0.1555605538 -0.033102406
# [19,]  0.087840751  0.109248469 -0.230899784 -0.0508104890 -0.097241193
# [20,] -0.055572413  0.242192701 -0.026454439  0.0549766649  0.083723922
# [21,]  0.056907705 -0.051714761  0.138369537 -0.0692905702 -0.075234592
# [22,] -0.261306730  0.210618546 -0.100714253  0.1970528274 -0.094469260
# [23,] -0.199376362 -0.098881250  0.016833232 -0.0431986875  0.242421253
# [24,] -0.143512374  0.173539664 -0.119179746  0.1132987494  0.007317425
# [25,]  0.103594572  0.063357935 -0.257362258  0.0468976082 -0.104320678
# [26,] -0.055375004  0.078981838  0.084062485 -0.0583660270 -0.194992528
# [27,]  0.166207713 -0.011803990  0.060443427  0.0007464256  0.110630384
# [28,] -0.156046628 -0.125755221  0.038525662 -0.2937416650  0.004129566
# [29,] -0.058654407  0.054645778  0.077870104  0.0207834841  0.054311500
# [30,] -0.002005152 -0.046814272 -0.019839786  0.0503434543  0.053609404
# [31,] -0.183386547  0.040221136 -0.148900458  0.0749881546 -0.130019000
# [32,] -0.113135103 -0.064188909  0.062947929 -0.0197785567  0.031781798
# [33,]  0.096106675  0.212045453 -0.029896802  0.1447909015  0.315302401
# [34,] -0.003015114 -0.024225499  0.218387264  0.2166317256 -0.037125891
# [35,]  0.086463125  0.105051228  0.026744625  0.1120876593  0.127165375
# [36,] -0.134828995  0.044759438  0.251593575  0.1601682405  0.013425917
# [37,] -0.098970405 -0.001767843  0.047868923  0.1070937335 -0.104372145
# [38,]  0.075487944  0.122454367  0.054981637 -0.0008985848 -0.011072998
# [39,] -0.014704714 -0.182335637 -0.096910628 -0.0367642308 -0.006010349
# [40,] -0.127860747  0.003675748 -0.227331017 -0.1346570533  0.131884716
# [41,] -0.020721793 -0.238318117 -0.006585047  0.1730702240  0.210505211
# [42,]  0.032341706 -0.135935003 -0.047001262  0.0616734216  0.067958909
# [43,] -0.039722721  0.357049434 -0.025472338  0.0154270069  0.009014442
# [44,] -0.046510051 -0.131852821  0.089193645  0.0217822419 -0.057274003
# [45,] -0.150143109  0.053409013  0.044871290 -0.0499521145  0.093213850
# [46,]  0.063953551  0.178155584  0.086658511 -0.0039346854  0.038924663
# [47,] -0.192543098  0.119119881  0.167079240  0.0019291893 -0.148368041
# [48,] -0.107547759 -0.201097358 -0.096392243  0.0668474502  0.187837219
# [49,]  0.136378317  0.112294633 -0.045546462 -0.0960898647  0.014469866
# [50,] -0.102980701  0.119938269 -0.078418199 -0.1309677116  0.202496617
# [51,] -0.203225614  0.031335988  0.076234183  0.0084975327  0.098536430
# [52,] -0.181962964  0.058698444 -0.163940777 -0.0790897082 -0.151686226
# [53,]  0.147999737 -0.082433792 -0.087356465  0.1426699565 -0.039674201
# [54,] -0.321765281  0.062897123 -0.051299057 -0.2064774937  0.093960698
# [55,]  0.087997623 -0.106386641 -0.021882891 -0.2375135635  0.075371402
# [56,] -0.066482424  0.038645591 -0.190246020  0.1339552034  0.078727899
# [57,]  0.007253588  0.103564929 -0.037374166 -0.0174502257  0.015297718
# [58,] -0.004154129 -0.129621383  0.081841096  0.1665980381  0.132448870
# [59,]  0.035909499  0.070606559 -0.066398109  0.0413576655 -0.262229988
# [60,]  0.015677282  0.089706948  0.168788539  0.2868055359  0.106382982
# [61,]  0.076566633  0.081114018  0.047855801  0.0615587999 -0.114615607
# [62,] -0.055081322  0.058830238 -0.134120670  0.0413924460 -0.137585088
# [63,] -0.110800606 -0.073086504 -0.187929308  0.0936179047 -0.019353072
# [64,]  0.056523330  0.085044903  0.092990988  0.0414314732  0.033676011
# [65,]  0.002864576  0.007443972  0.038109644  0.0683793553  0.117890415
# [66,]  0.076041021  0.027343172  0.038732750  0.0676265833  0.207878149
# [67,] -0.091119999 -0.241809708 -0.072014919 -0.0551031418  0.022658184
# [68,] -0.062227145  0.011395019 -0.077676753 -0.0402441708  0.055772041
# [69,] -0.161655814  0.069644398 -0.020280265 -0.1768125058  0.016764490
# [70,] -0.159903095  0.130100405  0.007352948 -0.0298671160  0.214084631
#              [,36]        [,37]        [,38]         [,39]        [,40]
#  [1,]  0.077754086  0.059910573  0.207229248 -0.0589756017 -0.092364716
#  [2,] -0.136520839 -0.219157964  0.075387136 -0.0501764244  0.006680236
#  [3,]  0.104897573 -0.187231279  0.089519683 -0.1014146944  0.037992631
#  [4,] -0.194369565  0.026595428 -0.195348809 -0.0896568591  0.256043042
#  [5,]  0.258175903 -0.047782786 -0.066824983  0.0671323212  0.117596584
#  [6,]  0.101454690  0.053062044 -0.010461050 -0.1642217730 -0.012443635
#  [7,]  0.101248876 -0.054434747  0.015792186  0.0432824897 -0.008711754
#  [8,] -0.178300667 -0.102260341  0.125005095  0.0320430043 -0.170683665
#  [9,]  0.115088431  0.130089364  0.112327345  0.0647778830  0.187734313
# [10,]  0.086301059  0.124931868  0.129882510  0.0795623452  0.037475139
# [11,] -0.051459820  0.241906304  0.017849263 -0.1425861899  0.002503551
# [12,]  0.064699839 -0.077051315 -0.092000034  0.1023248073 -0.149589801
# [13,] -0.009009674 -0.099949419  0.049622580 -0.0068809388 -0.114319627
# [14,] -0.022317391  0.099252475 -0.029613600  0.0195226962 -0.259622661
# [15,] -0.081238081  0.132800572 -0.218865649  0.1704733325 -0.177356408
# [16,]  0.038667690  0.165290340  0.069122383  0.0603968253  0.162316693
# [17,]  0.073661867  0.061569502 -0.076461917  0.0301258858 -0.007980976
# [18,] -0.150881372 -0.111216583 -0.027749113  0.0217384535 -0.040392653
# [19,] -0.049908498 -0.223878606  0.105322648  0.1049601672  0.095263675
# [20,]  0.044318991  0.126111405 -0.250758233 -0.0877379273  0.037956083
# [21,] -0.187803791 -0.011834247  0.103694982 -0.2421606820  0.057159313
# [22,]  0.127938950 -0.023465836  0.195381894 -0.0602983973 -0.046252075
# [23,] -0.109117446  0.038752914  0.062627794 -0.0786485443  0.027560017
# [24,]  0.096314680 -0.123406270  0.151793074 -0.0636395083  0.196830345
# [25,] -0.003624466  0.180718140 -0.037498779  0.1855716567 -0.033184700
# [26,] -0.131468845 -0.125957982  0.163106062  0.0333528382  0.140445406
# [27,] -0.122626184 -0.103027454 -0.059914806  0.0243588026  0.059327951
# [28,] -0.002734158 -0.185454868  0.013426175 -0.0102436419  0.002590521
# [29,] -0.035795496 -0.111238557 -0.107520492 -0.0629725565 -0.009696916
# [30,]  0.030977413 -0.033638706 -0.089806048 -0.0833459503 -0.224526135
# [31,] -0.163718176 -0.121802250 -0.161694105  0.0870051090 -0.050410345
# [32,]  0.120568590 -0.095333322 -0.066784810  0.2574369907  0.036138721
# [33,] -0.125584963 -0.091286438 -0.056047164  0.1019046950 -0.122034160
# [34,] -0.175268751  0.067006917 -0.053386148 -0.0508104568 -0.066915512
# [35,]  0.142116489 -0.139931056 -0.006582225 -0.0497359260 -0.056999193
# [36,] -0.130390097 -0.064555140 -0.045240947  0.2250493235  0.049418000
# [37,] -0.176686074 -0.322057463 -0.015546873  0.1081151362  0.188901603
# [38,]  0.005028919 -0.037039317 -0.301701924 -0.1182862161  0.203230258
# [39,] -0.118155825  0.166771166 -0.331735737 -0.1302559523  0.088592063
# [40,] -0.249185555  0.060657749  0.103128333 -0.1285880399  0.140512605
# [41,]  0.110389150 -0.095334781  0.136295297 -0.1037572769 -0.013851955
# [42,]  0.193885361  0.051519585 -0.056471978  0.1196194440  0.052963728
# [43,] -0.055981264  0.252120466  0.041232577  0.0494355601  0.067860884
# [44,] -0.088776526  0.014829729 -0.090385561  0.0532521503  0.231953456
# [45,]  0.195368843 -0.027917018  0.055620510  0.0836095796  0.151404454
# [46,] -0.011093345 -0.066696242 -0.254324806  0.1549287748 -0.014314083
# [47,]  0.087004163 -0.117391261 -0.156259208 -0.2315819956  0.023029087
# [48,]  0.161936576 -0.012320117 -0.154970448  0.0428229297 -0.037656166
# [49,] -0.083974641 -0.213471787  0.083712928 -0.0574548080 -0.145868312
# [50,]  0.011998000 -0.054383763 -0.132278857 -0.0358749866 -0.061085257
# [51,] -0.035581052  0.022982601 -0.043372181  0.0006190806  0.160154890
# [52,]  0.173361408  0.004483780 -0.060038273 -0.1138719769 -0.307868283
# [53,]  0.137661936 -0.036059837  0.010506094  0.0852640257 -0.122541730
# [54,] -0.010543943  0.036396863  0.101779672  0.1036902008 -0.018500052
# [55,]  0.017137737 -0.233036509 -0.023017086  0.0773353290  0.012842300
# [56,] -0.181218808 -0.039006411  0.027701060  0.1352125079 -0.135473798
# [57,]  0.041425906 -0.081110153 -0.016656293  0.0425671199  0.138194505
# [58,]  0.041343928 -0.136810280 -0.051972641 -0.0230962860 -0.031058487
# [59,]  0.277233679 -0.243865635 -0.207722530 -0.1926036640 -0.031554300
# [60,]  0.029018119 -0.053896452  0.041513653 -0.2917389503  0.117013402
# [61,] -0.007427862  0.019592125  0.124491323 -0.0710380831 -0.106306718
# [62,]  0.058860627  0.120113807  0.029309158 -0.1781633142  0.160000872
# [63,]  0.061212427 -0.065107715 -0.127347044 -0.1371938821  0.059678707
# [64,] -0.010399011  0.034664487 -0.029252241  0.0242570764 -0.049185801
# [65,] -0.054301055  0.114917419  0.089251893 -0.0691037465 -0.100363450
# [66,]  0.042755115 -0.011536485  0.079452046 -0.3021658356 -0.035211127
# [67,] -0.244324523 -0.025822744 -0.062801006 -0.1270515144 -0.131443927
# [68,] -0.011810684  0.004969394 -0.188733532 -0.1527939280 -0.128130775
# [69,] -0.107579697  0.022049014  0.066440553 -0.1539943937 -0.169177675
# [70,]  0.103388083  0.062704374  0.052902416  0.1061792774 -0.037388361
#              [,41]        [,42]        [,43]        [,44]        [,45]
#  [1,] -0.048891001 -0.068945355 -0.013904345  0.137172702  0.136608726
#  [2,] -0.025839835  0.006782337  0.100160705 -0.119262436  0.070779822
#  [3,] -0.002745097  0.226786689 -0.095515678 -0.007503853  0.138238014
#  [4,]  0.167498562 -0.009330340  0.052237848  0.019287260 -0.057851624
#  [5,]  0.078760372 -0.107705575 -0.019508191  0.079006401  0.037301037
#  [6,] -0.094548909 -0.268654356 -0.122541414 -0.167343196  0.132489341
#  [7,] -0.095275956 -0.180619212  0.134904635 -0.111967760  0.049770484
#  [8,] -0.027849944 -0.054331842  0.193678177  0.072601384 -0.131585176
#  [9,] -0.169749081  0.161559564  0.074563638  0.198266835  0.049751653
# [10,]  0.057470184 -0.058752956 -0.144534395  0.221831158 -0.009256451
# [11,] -0.085519544  0.099525905  0.123644810 -0.101618914  0.171988941
# [12,] -0.086758861  0.055601362  0.101935857 -0.044890462 -0.063271138
# [13,]  0.340825758  0.063733579  0.070659244 -0.079405352  0.050940696
# [14,]  0.064627439 -0.132290919 -0.163249809  0.010959332 -0.034684655
# [15,] -0.033582379 -0.009611506 -0.127275621 -0.002522898 -0.175639071
# [16,]  0.292144140  0.241780663 -0.066058150  0.175047054 -0.093000367
# [17,] -0.013441559  0.035854523  0.109366835 -0.350324546  0.028602138
# [18,] -0.141584641  0.069890649 -0.207533801  0.151433097 -0.147981620
# [19,] -0.104254216  0.014863053 -0.019279066 -0.059055726 -0.143343968
# [20,] -0.062404448 -0.055092383  0.133075154  0.049208638  0.055634909
# [21,] -0.047528550  0.039127758  0.132108733  0.125418097 -0.135601725
# [22,]  0.039627993  0.093649445 -0.083382926 -0.112805562  0.080463039
# [23,] -0.050195849 -0.018174159 -0.107729856  0.152821227  0.047625840
# [24,]  0.055765107 -0.281051984  0.036190100  0.121586634 -0.129337810
# [25,] -0.109531162 -0.058395113 -0.172090480 -0.091819677  0.061448584
# [26,]  0.063540725  0.138752910 -0.105739027 -0.094526196 -0.063053072
# [27,] -0.215635503  0.183117733  0.085887468 -0.002832387  0.021230090
# [28,] -0.169255638 -0.098847973 -0.114144260  0.069552958  0.151652672
# [29,] -0.114293742  0.012486802 -0.085973180 -0.031172827 -0.105395466
# [30,]  0.046595202  0.075797010 -0.215430355 -0.261977183 -0.224041886
# [31,]  0.038428428 -0.105042645 -0.050661255  0.215132659  0.073265838
# [32,] -0.069479736 -0.128211072  0.177541297  0.236955910  0.037865513
# [33,] -0.022557061  0.015366536 -0.062663359 -0.019110424  0.257438329
# [34,] -0.171808515  0.230116036  0.150847644  0.209882543  0.135349969
# [35,]  0.045389825 -0.097531262 -0.024075873  0.133206962  0.019890434
# [36,]  0.164126136  0.126117840 -0.166040171  0.003340295  0.020515939
# [37,]  0.035284811 -0.125557512  0.036301104 -0.077309493 -0.074077692
# [38,]  0.057892646  0.051143735  0.185400304 -0.078697898 -0.062369908
# [39,] -0.125448391 -0.013988642 -0.102224583  0.033730201 -0.214228549
# [40,]  0.094754201  0.031411203 -0.006325448 -0.026195145  0.050679135
# [41,]  0.228540458  0.085743482  0.033365473 -0.023679583 -0.064953135
# [42,]  0.104516391 -0.108724551  0.002454999 -0.135047660 -0.015780016
# [43,]  0.064788695  0.029566567  0.015891450 -0.045890852 -0.041683895
# [44,]  0.088096394  0.090272089  0.178580479 -0.086527229  0.012398273
# [45,] -0.118280125  0.045123753  0.201032039 -0.065657542 -0.250905891
# [46,]  0.064641169 -0.028383996 -0.145956700  0.146784132 -0.024060623
# [47,]  0.026462365 -0.008789752 -0.015785505  0.101904313 -0.024698824
# [48,]  0.208068960  0.117139483  0.027577182  0.219424142  0.093923300
# [49,]  0.011798511  0.010152430  0.056922117  0.116605518  0.015140985
# [50,] -0.052089913  0.126593121  0.123255763  0.005094976  0.089175763
# [51,]  0.059710671 -0.052182080  0.051439984 -0.122213967  0.052933724
# [52,]  0.091232818  0.144741189  0.199274514  0.064735920  0.131491058
# [53,] -0.060730316  0.277229016  0.092581324  0.091256592 -0.184082925
# [54,] -0.072317050  0.168293532 -0.065492689  0.118150189 -0.141794595
# [55,] -0.149369325 -0.048939155 -0.091371338 -0.076996582 -0.038225637
# [56,] -0.017841977  0.156588899  0.074986492 -0.087083305  0.063885390
# [57,]  0.204115652  0.022869066 -0.047067783  0.062595091  0.141254210
# [58,] -0.148857414  0.067995204 -0.063081243 -0.029815649  0.102426886
# [59,]  0.031378269  0.204084053 -0.013638504 -0.023195314 -0.055946290
# [60,] -0.079094979 -0.081581819 -0.100819874 -0.073359204  0.080832754
# [61,] -0.018011333 -0.023354982  0.137033170 -0.031765352 -0.001186940
# [62,] -0.234719576  0.150956744 -0.257166523  0.027683049  0.167104307
# [63,] -0.171865052 -0.030170457  0.024474501  0.173247621 -0.034480366
# [64,] -0.163523527  0.023091724  0.237608564 -0.060198912  0.029506730
# [65,]  0.036336655 -0.231457355  0.282008025  0.106485067 -0.223380411
# [66,]  0.053107803  0.112603530 -0.137014862  0.043896090 -0.327806178
# [67,]  0.208163240  0.024074946  0.019041403 -0.077496316  0.098232216
# [68,]  0.130563312 -0.106258496 -0.018617990  0.043348928 -0.003810252
# [69,]  0.007032424 -0.157630158  0.002488595  0.126845470 -0.128123403
# [70,] -0.117111454  0.084726526 -0.028331642 -0.152523715 -0.286811690
#               [,46]        [,47]        [,48]        [,49]        [,50]
#  [1,] -0.1213139767 -0.176325067 -0.166854371 -0.181469536 -0.100164136
#  [2,]  0.0932553024 -0.155873344  0.179684523  0.016111531 -0.091922550
#  [3,]  0.0672811701 -0.035938153 -0.059520101  0.151861485  0.180242441
#  [4,]  0.0303518224  0.126095812 -0.090142922 -0.279924244 -0.002520419
#  [5,] -0.0117820090  0.220734270 -0.178854695  0.076558167 -0.023186784
#  [6,]  0.0319862806  0.389857832  0.007850785  0.018902832 -0.121972715
#  [7,]  0.1260237621 -0.238203919  0.180045298 -0.044984627 -0.015805827
#  [8,]  0.3364437637  0.007586335 -0.192096581 -0.186376674  0.090692846
#  [9,]  0.1272815836  0.127043988  0.316416314  0.098074576  0.106389824
# [10,] -0.0870695855 -0.067952109 -0.062917818  0.047612743 -0.027280568
# [11,] -0.2441631700  0.196233136  0.069372606 -0.165361763  0.308515834
# [12,]  0.0280917274 -0.060704734  0.142898595  0.216650793  0.169655542
# [13,] -0.2009488449  0.099583600 -0.109427350 -0.011136841 -0.140595070
# [14,] -0.0423879767  0.064125227  0.011669943 -0.007768956 -0.108421496
# [15,]  0.1579596923 -0.189337274  0.230164943 -0.067660072  0.010736542
# [16,]  0.2760076001 -0.041984874  0.039626706  0.100614081 -0.174759035
# [17,]  0.1072453224  0.117384480 -0.196976975  0.142869144  0.008654675
# [18,] -0.0428589117 -0.091266651 -0.134655606  0.136377077 -0.010505432
# [19,] -0.2866375517 -0.193136889  0.002345950 -0.022799038 -0.009104247
# [20,] -0.2156344251 -0.105116915  0.005702424  0.053929900 -0.045295287
# [21,]  0.0856311204  0.172137604  0.083058824  0.092477862  0.100274000
# [22,]  0.3068879185 -0.076392450  0.013248749 -0.008654078  0.085243868
# [23,] -0.1076922028 -0.039048081 -0.100272188 -0.021167751 -0.157458344
# [24,] -0.0883211814 -0.056629214  0.020678517  0.115601408  0.035735175
# [25,] -0.0022244152 -0.035358981  0.070262934 -0.074734021 -0.068611509
# [26,] -0.1939727264  0.119603984  0.155299132 -0.003705453 -0.039904135
# [27,] -0.0389222043  0.062265742  0.010483792  0.114214930 -0.211369331
# [28,]  0.0669345836 -0.053873885 -0.192271059 -0.033646245  0.088292506
# [29,] -0.0125321947  0.121232019 -0.096958156  0.072259373 -0.071278326
# [30,] -0.1474109480  0.045292066 -0.030715976  0.131723472 -0.004305168
# [31,]  0.0740897083  0.216591604  0.113309785 -0.027091379  0.063433223
# [32,] -0.0557674155 -0.017882062 -0.263289380 -0.118131923  0.198922521
# [33,]  0.1290963924  0.088531350 -0.013196099 -0.066874038  0.113739711
# [34,] -0.1754801328  0.012204150 -0.069878103  0.012970196  0.015633354
# [35,]  0.0211786652 -0.053818020  0.006168163 -0.190595704 -0.141875708
# [36,] -0.0307208985 -0.028745422 -0.225489985 -0.053397379 -0.013700085
# [37,] -0.1253540452  0.104257515  0.224057745 -0.011385369 -0.043403397
# [38,]  0.0174766406 -0.117421043 -0.118415620 -0.053684951  0.008530493
# [39,]  0.0040210692 -0.195882910 -0.061783005 -0.059074328  0.052150702
# [40,] -0.0049205930 -0.194256561  0.036737485 -0.172274641 -0.048653279
# [41,] -0.0423456369 -0.123619981  0.026260690  0.023190747  0.181987447
# [42,] -0.1241822657 -0.114245107  0.020805678 -0.145649322  0.123954385
# [43,]  0.0695831210 -0.036293193 -0.083278672  0.131968793 -0.143411949
# [44,]  0.0637551487  0.001630240 -0.116814742 -0.009261247 -0.011470532
# [45,] -0.0097815173  0.129522944  0.094185463 -0.043068960 -0.181111410
# [46,]  0.0403887915  0.118895025  0.053994993  0.100471159  0.223590629
# [47,]  0.1578782207  0.097784340 -0.005611247  0.040548767 -0.063260919
# [48,] -0.1609449166  0.099033305  0.060783651  0.108034546 -0.133247419
# [49,] -0.1266708844 -0.054508918  0.049730542  0.058414367 -0.149220919
# [50,]  0.1116099492  0.008523274 -0.071709402 -0.070308024 -0.113143317
# [51,] -0.1039023394 -0.083559621  0.077521294  0.122039152  0.258462544
# [52,]  0.0040216548 -0.046257524  0.147647772 -0.083543375 -0.132865298
# [53,] -0.1467806138  0.008517452  0.053253885 -0.174964901  0.239432789
# [54,]  0.0215790454  0.220555965 -0.017722180 -0.205668247  0.088494783
# [55,]  0.1230455898 -0.059154709 -0.092937394  0.099740181  0.053795266
# [56,]  0.0007814258  0.092034299 -0.211367534  0.218614697  0.005325095
# [57,]  0.0722950965 -0.080131760 -0.041384438 -0.046570710  0.085108614
# [58,] -0.0327219084  0.007288653  0.143010442 -0.240828177 -0.079718596
# [59,] -0.0145612855 -0.055681737 -0.092016292 -0.098514863 -0.053462021
# [60,]  0.0594232165  0.087977009 -0.081983888 -0.161316162  0.107765232
# [61,] -0.0978802542  0.034644021 -0.124449841  0.157679872  0.165874610
# [62,] -0.0922587096 -0.166348353 -0.103433607  0.140779262 -0.005286173
# [63,]  0.0323562660  0.025473811  0.104958061  0.107067348 -0.165693456
# [64,]  0.0774883605 -0.116915063 -0.126793193 -0.021451198 -0.111538616
# [65,] -0.0203332247 -0.018085045 -0.153196037  0.236486269 -0.021936799
# [66,]  0.1009051578  0.006480364 -0.057233991 -0.043949132  0.136083979
# [67,] -0.0140344035 -0.035426753  0.077840990 -0.021795628 -0.028561536
# [68,] -0.0558874849 -0.108664485  0.087692426  0.117045446  0.208878160
# [69,] -0.0511719955  0.073593658  0.039185014 -0.124201132  0.063717596
# [70,] -0.0679199199  0.117183551 -0.102994172 -0.232566794 -0.094109208
#               [,51]        [,52]        [,53]        [,54]        [,55]
#  [1,]  0.2965555300  0.137948728  0.112607610  0.045183150 -0.042845700
#  [2,]  0.0088945460 -0.060413168  0.026943799  0.104174336  0.020137985
#  [3,]  0.2474458361 -0.116694249 -0.161050898  0.135651069 -0.046461302
#  [4,] -0.0290849266  0.281342552 -0.277360678 -0.069792056  0.227106492
#  [5,]  0.0209091379 -0.211375415 -0.140426518  0.134857089 -0.018766141
#  [6,] -0.0614460231 -0.068135422 -0.141686562  0.079653735 -0.078165257
#  [7,] -0.2273435758  0.275076224  0.034316185  0.015009194 -0.163942611
#  [8,]  0.1355321261 -0.175630939  0.197005751  0.056499356 -0.019178592
#  [9,] -0.1056707560  0.042164112 -0.029352049  0.118748157  0.187431804
# [10,] -0.0002897339  0.075013887  0.087415132 -0.024748685 -0.050698229
# [11,] -0.0367281200  0.028844966  0.233211486 -0.153032166 -0.093899392
# [12,]  0.2971582343 -0.137099404  0.091311046 -0.142431395  0.217188324
# [13,] -0.2670570809 -0.108867388  0.064754098  0.132640735  0.163092627
# [14,] -0.0711795208 -0.069330052  0.062109721 -0.282777720 -0.051124811
# [15,] -0.0973893706 -0.175934576 -0.333795072 -0.190762777 -0.032454411
# [16,] -0.0238971739  0.163114041  0.136559365  0.025148719 -0.086876087
# [17,]  0.0993225098  0.167100523 -0.016260740 -0.208213693 -0.121585841
# [18,] -0.1340539106  0.138510608  0.090282466  0.256657617  0.116834312
# [19,] -0.1479452910 -0.275328921 -0.059147903 -0.035578977 -0.109769046
# [20,]  0.1167206062  0.073659816 -0.092366575  0.058991807  0.068596005
# [21,] -0.1691770992  0.019546251 -0.038687189 -0.078788034  0.072994900
# [22,] -0.1040700593  0.038333837 -0.152206019 -0.055278659 -0.124774419
# [23,] -0.0435108734 -0.019988060  0.077414912  0.039191987  0.202484219
# [24,]  0.1579928607  0.105202834  0.055231227 -0.199206845 -0.096075613
# [25,] -0.0079132165 -0.023378997 -0.002489323  0.045195904  0.097939788
# [26,]  0.0919000752  0.225165651  0.007589220  0.088533224 -0.054788152
# [27,]  0.2207891039  0.045304675 -0.002523093 -0.031668312 -0.179992208
# [28,] -0.1380042071 -0.049463299 -0.089070852 -0.087959199  0.212351673
# [29,] -0.1449033780 -0.119868493  0.249195731  0.021979810 -0.173584143
# [30,]  0.0444464708  0.058188802 -0.069156596  0.279422342  0.057995121
# [31,]  0.2313950066 -0.067194184  0.023783559  0.036103549  0.164161949
# [32,] -0.1638992553  0.063045056 -0.035205730  0.051506204 -0.090810734
# [33,] -0.2173181377  0.102100631  0.023683471 -0.016415305  0.012318230
# [34,] -0.0201180312 -0.146413175 -0.046804390 -0.034782851  0.014771448
# [35,]  0.0767532266 -0.127814060 -0.003133236  0.008545516 -0.212272320
# [36,]  0.1172201994  0.062754993 -0.027140966 -0.111996107  0.143872460
# [37,] -0.0075344383 -0.016175405  0.019882338 -0.099264703 -0.057765479
# [38,] -0.0926091855  0.001396420  0.123984845  0.053747899 -0.051290317
# [39,]  0.0555715192 -0.008915015  0.169662137 -0.063680324 -0.078371583
# [40,]  0.0058722798 -0.042283943 -0.129988773  0.107471032 -0.136381361
# [41,]  0.0500744160 -0.080502541 -0.097215298 -0.094757917  0.120028851
# [42,] -0.0110621778 -0.133311138  0.139194257  0.084915702  0.083925374
# [43,] -0.0637558777 -0.150048915  0.054445002  0.187181434  0.020102326
# [44,]  0.0784869161 -0.168461935 -0.310573160  0.042023157 -0.125287413
# [45,] -0.0442202135 -0.112391976  0.086381028 -0.115393520  0.191666566
# [46,] -0.0016879508  0.053038829  0.012354177  0.110998856 -0.182712814
# [47,]  0.0241237070 -0.043637713  0.102304079 -0.054060332  0.089651959
# [48,] -0.0914283560 -0.015386746 -0.067928298 -0.151872186 -0.219754055
# [49,] -0.1350855393  0.108549402 -0.107164293 -0.187871680  0.058961139
# [50,]  0.0437153527  0.056311732  0.089862786 -0.126354638 -0.011680642
# [51,] -0.0969297829 -0.070582284  0.111156870  0.230146042  0.009822503
# [52,] -0.0560377196  0.002290379 -0.013403519  0.137093951  0.170711863
# [53,] -0.0456250449  0.073203709 -0.058375149 -0.045574626  0.024024009
# [54,] -0.1167567456 -0.153487873 -0.079184281  0.108791152 -0.250856974
# [55,] -0.1592016495  0.154420626 -0.017509000 -0.031224710  0.100288020
# [56,]  0.0505343663  0.091283820  0.017146387 -0.041909899 -0.085559585
# [57,]  0.0165535114 -0.151987513  0.073474893 -0.105645787 -0.008643872
# [58,]  0.2181292019 -0.005865034 -0.138470657  0.161736569 -0.118200151
# [59,] -0.0824518919  0.156334165 -0.020488974 -0.018369542 -0.006239172
# [60,]  0.0176655617 -0.093012642  0.026519033 -0.023078241  0.164691982
# [61,] -0.0752672255  0.085191574 -0.032885378 -0.049532716 -0.179496030
# [62,] -0.1084401460 -0.118660044 -0.186166355 -0.222657448  0.018384981
# [63,] -0.0465723785 -0.063416816  0.068468474  0.070492240 -0.097879790
# [64,] -0.0829134600 -0.020892559 -0.050609641  0.216906574 -0.034384343
# [65,]  0.0238405849 -0.056504037 -0.285764387  0.010951226  0.076671158
# [66,] -0.0194897012 -0.077831902  0.071478174 -0.027368594 -0.080947989
# [67,] -0.0828099485 -0.215831997  0.089470835 -0.119849814 -0.067086369
# [68,]  0.0654656837  0.098702378 -0.084763399  0.108707820 -0.035143680
# [69,]  0.0423605067  0.161592937 -0.174995098  0.126582214 -0.127678592
# [70,]  0.0681170460  0.045475532 -0.065000526 -0.072509566  0.100751835
#              [,56]        [,57]        [,58]        [,59]        [,60]
#  [1,] -0.176498467 -0.163668358 -0.019172643 -0.060026777 -0.045709718
#  [2,]  0.041056178  0.083041641  0.405887988 -0.112278984  0.005031347
#  [3,] -0.108977694 -0.078991405  0.237405455 -0.092757667  0.145597855
#  [4,] -0.120424360 -0.037902545  0.074179076  0.006302534  0.036450440
#  [5,] -0.042994879 -0.078848481 -0.153467892  0.017729105  0.350614173
#  [6,]  0.177396690  0.134402690  0.140985511  0.015888953 -0.078631654
#  [7,] -0.020135263 -0.198419106 -0.224413589  0.260495557  0.305350349
#  [8,]  0.073702966 -0.096163795  0.096799335  0.288688749  0.031608544
#  [9,]  0.038358747 -0.122713893 -0.116859435 -0.082381834 -0.132496911
# [10,]  0.014621287 -0.045543804 -0.138260396 -0.044608293 -0.300008789
# [11,]  0.305597222  0.062684037 -0.054564538  0.179772802  0.093894244
# [12,]  0.130687470  0.172704480 -0.202225619  0.006116949 -0.149072633
# [13,]  0.169717245 -0.357825418  0.092726179 -0.063955946 -0.276257570
# [14,]  0.021454757 -0.027503706  0.079884203  0.082804674 -0.116962955
# [15,] -0.052148996 -0.136141399  0.097306735  0.015865155  0.068153801
# [16,] -0.175763258  0.339313656  0.083238107  0.170382474 -0.091896142
# [17,] -0.150289375  0.013770884 -0.086768317 -0.148160635 -0.065186947
# [18,]  0.168156534  0.079845234 -0.041300915 -0.178959602  0.212941857
# [19,] -0.099452027  0.128551806 -0.175315689 -0.021755519 -0.067598733
# [20,] -0.211521920  0.140868846 -0.055120670  0.119089129 -0.126728057
# [21,] -0.042600990 -0.070875811 -0.051300624 -0.037806439 -0.030946303
# [22,]  0.095793313  0.040011980 -0.006359575  0.007864230 -0.082010919
# [23,]  0.093384606  0.140726361 -0.073657534  0.227761506  0.118287414
# [24,]  0.146625952 -0.048348758  0.147079840 -0.026571971  0.122410405
# [25,] -0.139972431 -0.035605298  0.088205944  0.076513512  0.041991808
# [26,] -0.035262117 -0.022091628 -0.031381821 -0.018988366 -0.062262862
# [27,] -0.009749898 -0.239494639  0.085360700  0.104834493 -0.110137431
# [28,] -0.069775414  0.015096115  0.091866290  0.150312292 -0.264771145
# [29,] -0.203439300 -0.045349389 -0.073161575 -0.010336839  0.067603803
# [30,] -0.001544739 -0.042049355 -0.064457980  0.259938479 -0.006192261
# [31,] -0.015252542 -0.010127964 -0.052420157  0.115006786  0.070057346
# [32,] -0.006759974  0.145522835  0.171225704 -0.178747749 -0.072710575
# [33,] -0.065575257  0.124775405 -0.036851165 -0.126891536  0.060659350
# [34,]  0.006957379  0.044072199  0.009996774 -0.018245593  0.169671524
# [35,] -0.052514744  0.059269105 -0.194359321 -0.092073612 -0.075274117
# [36,]  0.031709812  0.021613133 -0.070289158  0.180284704  0.164175600
# [37,] -0.038268849  0.165765212  0.101155451  0.133530751 -0.026316729
# [38,]  0.044844550  0.101058594 -0.061626948  0.077354197 -0.179066937
# [39,]  0.069451269 -0.067958454  0.196569740 -0.124963407 -0.110269194
# [40,]  0.131517769 -0.056470449 -0.005447048  0.049951964  0.015460507
# [41,]  0.176480704  0.046812260 -0.039806236  0.162416456 -0.064672137
# [42,] -0.054462634  0.086820847  0.194905606  0.061852956  0.091952233
# [43,]  0.056167835  0.029091040  0.013037982  0.154956213  0.043671289
# [44,]  0.128139942  0.020313097 -0.235737683 -0.062089305  0.016569514
# [45,] -0.178743724 -0.142903820  0.100140213  0.053192248  0.056203684
# [46,]  0.129646620  0.001224413  0.013443779 -0.023869756 -0.068522107
# [47,]  0.051801959  0.038836476  0.150655362 -0.007575181  0.018551494
# [48,]  0.035996167 -0.094369554  0.222897308  0.187525061  0.046671762
# [49,]  0.040603903  0.004783979 -0.063427646 -0.084710444  0.062991323
# [50,]  0.110104170 -0.163099226 -0.037218529  0.018681578  0.075844839
# [51,] -0.185560972 -0.113584912  0.130754851  0.010595204  0.054858250
# [52,] -0.144594143  0.162224493  0.042844921 -0.043437684  0.088712911
# [53,] -0.141280028 -0.089218446  0.073139878  0.105375691 -0.027090934
# [54,] -0.087896370 -0.002683545 -0.047866989  0.115465561 -0.168090370
# [55,]  0.030051765 -0.034360397 -0.077956318  0.207639708 -0.119208234
# [56,] -0.171118405 -0.090414518  0.060200240  0.024076104 -0.039894648
# [57,]  0.008983015 -0.222270994 -0.066025621  0.075275667  0.023147725
# [58,]  0.082000054  0.168863796  0.007432029  0.141844135 -0.146260111
# [59,]  0.109218112  0.082853821 -0.053036628  0.035650317  0.028701677
# [60,] -0.321946279 -0.069117160 -0.103303862  0.079841553 -0.114549463
# [61,] -0.128385255  0.213310382  0.145307834  0.194042073  0.088673660
# [62,]  0.021100284 -0.027241316  0.134278763  0.109098999  0.043779816
# [63,] -0.017836525 -0.071897935 -0.101785038  0.073773948  0.013634579
# [64,]  0.166630183 -0.038960928  0.051163279  0.024220137 -0.108016189
# [65,] -0.012562512  0.083382494 -0.014776180  0.082348498 -0.066016954
# [66,] -0.031520513  0.034216468 -0.017035024 -0.106595878  0.114426427
# [67,] -0.208535849  0.112555668 -0.166781495 -0.178866531  0.043457332
# [68,] -0.018573774 -0.243309618 -0.061524917 -0.036814457 -0.091285411
# [69,] -0.094563677 -0.035778414  0.043587133  0.056235593  0.039622209
# [70,]  0.154888231  0.022352486  0.050455514 -0.222044466  0.114800954
#              [,61]         [,62]        [,63]         [,64]         [,65]
#  [1,]  0.209376949  0.0814841217  0.152139663  0.0514180875  0.1578286873
#  [2,]  0.065494999 -0.0866321735 -0.146139365  0.0790043220 -0.0110442109
#  [3,] -0.173836267 -0.0047604315 -0.169996737 -0.3503143274 -0.0972168560
#  [4,]  0.115771271  0.1435311397 -0.183201811  0.0959135373 -0.1738528322
#  [5,]  0.047618633 -0.2242370589  0.125315321  0.3462359899  0.1699477059
#  [6,]  0.267499290  0.0030610073  0.065015232 -0.1709971260 -0.1283218954
#  [7,]  0.102257411  0.0416554331  0.005199727 -0.0864863460 -0.2500011131
#  [8,] -0.110642673 -0.1976652639  0.061655417 -0.0077006894 -0.0868069842
#  [9,] -0.098101838 -0.1152694246  0.122695854  0.0558423617  0.1222901691
# [10,]  0.195499306 -0.2809127148 -0.312790849  0.0899825452 -0.1818255158
# [11,] -0.100974046 -0.0087712823 -0.168552984 -0.1120681791  0.1342817105
# [12,]  0.163094521  0.2356453024  0.032372762  0.3204113796 -0.2341198685
# [13,] -0.053635594  0.0436207661  0.081277614  0.0243405448 -0.0951541037
# [14,] -0.263080039  0.3123968099  0.094037880  0.0198670359  0.0191688201
# [15,] -0.008745806 -0.0765241493 -0.149260235 -0.0307110572  0.1315924775
# [16,]  0.051624965  0.0837590490  0.044676051 -0.0139186233  0.1258079345
# [17,] -0.132965862  0.0419185774 -0.254387084  0.0899697573  0.3028514594
# [18,] -0.308507492  0.2874720448  0.097363733  0.0296923591  0.0527319688
# [19,]  0.251560794  0.0351812618  0.025425991 -0.2692224677  0.3409866567
# [20,] -0.300792757 -0.3364457463  0.224996227 -0.1967943143 -0.0910159076
# [21,]  0.050662771 -0.0472469868 -0.014455010 -0.0027125862  0.0604174422
# [22,]  0.087341763  0.0453697863  0.327609682 -0.0466290919  0.0293541727
# [23,]  0.134409955 -0.0438503640 -0.144709393 -0.1545264853  0.0276302096
# [24,] -0.126065579  0.0860888366 -0.033457681  0.0037734804  0.0394730408
# [25,] -0.009686120  0.1332753367 -0.042048056 -0.0435923866  0.0448369271
# [26,]  0.044015296  0.0195518058 -0.093439859 -0.0288849890 -0.0082862101
# [27,] -0.012670378  0.0604004181  0.064395084  0.0773149183  0.0078628501
# [28,]  0.022414665  0.0851120174 -0.003737182  0.0082258201  0.0289456764
# [29,] -0.026764189 -0.0074241744 -0.043067422 -0.0210223866 -0.0744183396
# [30,]  0.028476675 -0.0847939779 -0.034534925  0.0151395628 -0.0212542425
# [31,]  0.118199928  0.0904591124 -0.021013194 -0.1032083667  0.1108734653
# [32,] -0.024612221  0.0287813148  0.059373982 -0.0313308845 -0.1201390179
# [33,]  0.078187370 -0.1075986047 -0.080491369  0.0151856813  0.1134446683
# [34,]  0.149743436  0.0600676473 -0.048973486  0.1116065335  0.0060888571
# [35,] -0.069357180  0.1325531660 -0.217244143  0.0200734946 -0.0914951215
# [36,] -0.040995744 -0.1221983477  0.048362263 -0.0145157516  0.0143854116
# [37,] -0.045085779 -0.0621021068  0.186889048  0.1671629660  0.0465773341
# [38,] -0.019968679  0.0549967606  0.147920293 -0.0499473196  0.1008642295
# [39,]  0.090451628 -0.1906687874  0.063309441 -0.0242199201 -0.0006854066
# [40,]  0.070398125  0.0530311148  0.073665625  0.1652484457  0.0430911249
# [41,] -0.088516131 -0.0778739142 -0.096116111 -0.1148860575  0.1200565028
# [42,]  0.066226968  0.1121219336 -0.161682225  0.1253634441  0.0200115910
# [43,]  0.055958992  0.1282702632 -0.057632248  0.0724549133  0.0354540880
# [44,]  0.004482613  0.2245603771  0.018960854 -0.1138499602 -0.1420980073
# [45,] -0.046968147 -0.0404199657 -0.097940083  0.0391396461  0.0056462340
# [46,]  0.071459109  0.0071460503  0.004378907 -0.0001610865  0.0999739428
# [47,]  0.153386792 -0.0194814745 -0.093299445 -0.0639172968  0.0828893751
# [48,]  0.071482926  0.0585869761  0.106845332 -0.0135409430  0.1091793170
# [49,] -0.045610834 -0.1296791771 -0.051305224  0.1085540042  0.0600561006
# [50,]  0.090824066  0.0226911185  0.148247812 -0.0480524357  0.0192397082
# [51,]  0.052975293  0.0615940369  0.050368607  0.0977126438 -0.0936269303
# [52,]  0.011386591  0.0162850949  0.036326719 -0.0221282586  0.0625362652
# [53,]  0.158912617  0.1835010773  0.058389342 -0.0925858858 -0.0771917853
# [54,] -0.172783074 -0.0332100505 -0.110389477  0.0964899423 -0.1320653135
# [55,]  0.040567435 -0.0946281593 -0.015352457  0.0016023233  0.0569341628
# [56,]  0.188452488 -0.0235728517 -0.026751705 -0.0672726560 -0.0734956296
# [57,] -0.037422476 -0.0587823205 -0.047291562 -0.0291674129  0.0781465370
# [58,] -0.044421503 -0.0787305888  0.011501925  0.1656656926  0.0090482596
# [59,] -0.057732554 -0.0182819579 -0.155463562  0.1160091690 -0.0883248049
# [60,] -0.072407736  0.1861914837  0.099314699  0.0350821875  0.1615034229
# [61,]  0.086381920 -0.0065201266  0.058690136  0.1647096834 -0.0177416404
# [62,] -0.047876183 -0.0211938729  0.045099817  0.2416941237 -0.1581881902
# [63,]  0.039477429  0.1511237516 -0.123369341 -0.1657330121 -0.0581844204
# [64,] -0.024513505 -0.0004957638 -0.218491681  0.1623849941  0.3164010162
# [65,]  0.013110547  0.0367357497 -0.050571900 -0.1041557392 -0.0253259733
# [66,]  0.159999908 -0.0224120250  0.036070231  0.1049517250 -0.0119606045
# [67,] -0.049232974 -0.1409615954  0.074332861  0.0482642144 -0.1706697793
# [68,]  0.153880079 -0.0030199908  0.035659922  0.0570882274  0.1639588109
# [69,] -0.145147117  0.0404372923 -0.020008720  0.1282020336  0.1377627089
# [70,]  0.135771554 -0.1201477735  0.236885012 -0.0963137742  0.0274941092
#              [,66]        [,67]         [,68]         [,69]        [,70]
#  [1,]  0.115889058  0.155158246  8.264239e-02  0.1842137110  0.237720516
#  [2,]  0.133249559  0.166709730 -2.080239e-01 -0.2736533518  0.229511597
#  [3,] -0.216200782 -0.008289089  8.375281e-03  0.2262776348 -0.222472069
#  [4,] -0.024937584 -0.018917466  1.066615e-01  0.0981008773  0.038405634
#  [5,] -0.062610951  0.150183418  2.235065e-03 -0.2305826771 -0.052785519
#  [6,]  0.353257051 -0.125667477  5.908954e-02 -0.0228296982 -0.161679256
#  [7,] -0.180289431  0.091717051  3.211713e-02 -0.0122913621 -0.120147201
#  [8,] -0.094970402 -0.041338365 -4.310723e-02 -0.0241445569  0.019054498
#  [9,] -0.064366102 -0.078145166 -7.150308e-02  0.3786071590  0.087375205
# [10,] -0.001218587  0.091331792 -1.118929e-01 -0.0168761168 -0.353363280
# [11,]  0.052398085  0.001351008  4.855874e-02 -0.0663511595  0.129968868
# [12,]  0.003110542  0.080159303  2.199230e-01  0.0029838143 -0.030562992
# [13,] -0.212370148 -0.220582903  1.428371e-01 -0.0366819607  0.136046145
# [14,] -0.098561211  0.142008148 -3.133601e-01  0.0662721138 -0.127615085
# [15,]  0.053449977 -0.117808948  1.670449e-01 -0.0344512132  0.063065694
# [16,] -0.076500074 -0.197235549  1.162474e-01 -0.2192783154  0.047040256
# [17,] -0.113624755 -0.155192002 -1.649171e-01 -0.0409025109  0.003232331
# [18,]  0.136118420  0.083464063  1.384662e-01 -0.1083650968 -0.135947938
# [19,] -0.047661947 -0.099995204  3.781991e-02  0.0148877692 -0.020387400
# [20,]  0.148578768  0.020756350 -5.841383e-02 -0.1088252469  0.054979400
# [21,]  0.110123522  0.079486692  5.756418e-03  0.0995298438 -0.030071387
# [22,]  0.033982147  0.100012384 -1.259737e-01  0.0644878345 -0.051575993
# [23,] -0.164998120 -0.146309476 -9.714972e-02  0.0008806741 -0.030369592
# [24,]  0.075943551 -0.152765881  1.940189e-01 -0.0559523901  0.056319157
# [25,]  0.149757042  0.194824757  1.159217e-01  0.0028130041 -0.095543277
# [26,]  0.009304402  0.276024484 -9.927304e-02  0.0335432716  0.016500508
# [27,]  0.080239393 -0.004731170 -4.880396e-02 -0.0368781973 -0.047656380
# [28,] -0.091489930  0.017938402 -1.424573e-01 -0.0257386543 -0.172133066
# [29,]  0.122557669  0.093835010 -7.721331e-02  0.1392571387  0.216445679
# [30,] -0.092902864 -0.001799888  8.204954e-02  0.0577673305  0.011392182
# [31,]  0.003425301 -0.056054617 -1.769320e-03  0.0876090998  0.014721393
# [32,]  0.054267921  0.010253080 -2.782496e-02  0.0174342631  0.074909935
# [33,] -0.139827211  0.162735770  1.780675e-01 -0.0061877752  0.100146776
# [34,] -0.062206121 -0.072010470 -1.938403e-01 -0.1456154525 -0.164811052
# [35,]  0.042324717 -0.243809218  1.077718e-01  0.0632650069  0.024187347
# [36,]  0.209898978 -0.052495018 -1.246838e-01  0.1577685393  0.029645669
# [37,] -0.133897029 -0.037886868 -2.537049e-02  0.1603024562 -0.107521075
# [38,]  0.019813149  0.095538507  6.833859e-05  0.0317572855 -0.189387864
# [39,] -0.123943547  0.095914515  1.811072e-01  0.1413931460 -0.076281813
# [40,] -0.016218058  0.035310906 -8.279406e-02 -0.0981902447 -0.061732373
# [41,]  0.175431692  0.185313598  1.623961e-01 -0.0593977686 -0.041493247
# [42,]  0.018129041  0.031321457 -1.970847e-01  0.3063605859  0.137560046
# [43,]  0.062484670  0.049280840 -1.252077e-01  0.1669975876  0.079295422
# [44,]  0.038207231  0.121812199 -8.938895e-02  0.0857782741  0.078217562
# [45,]  0.099346689  0.002253689 -7.565687e-02 -0.0809989368 -0.183784042
# [46,] -0.032145095 -0.097001001 -1.743526e-01 -0.0460669997  0.061638406
# [47,] -0.131524682  0.275512664  3.564994e-02 -0.0101503837  0.028449187
# [48,]  0.023344921  0.221822315  1.574626e-01  0.1503425537 -0.044060798
# [49,]  0.070393095 -0.005776492  3.554968e-02  0.0862400736  0.025506263
# [50,]  0.129368304 -0.213616193 -1.533056e-02  0.0808962837 -0.070792110
# [51,]  0.116607924 -0.230040695  7.168354e-02 -0.0073105541 -0.107712981
# [52,]  0.107252470 -0.057339568 -9.826000e-03  0.0705599529 -0.029416193
# [53,]  0.085141099 -0.023863460 -1.151199e-01 -0.2210914546 -0.037758700
# [54,]  0.046658898  0.169799046  1.496816e-01 -0.0678860407  0.125032890
# [55,]  0.235774954 -0.076443090 -4.257739e-02  0.0722738871  0.212542193
# [56,]  0.113967701 -0.026354381  1.902325e-01 -0.0208134638  0.003640298
# [57,]  0.139154447  0.020318246  3.683164e-02 -0.0296850586 -0.042632949
# [58,] -0.105748565 -0.117879754  4.178369e-02  0.0246185395  0.056883532
# [59,]  0.036691456  0.039270495 -1.069080e-01  0.0429294991  0.024551191
# [60,] -0.082563006  0.070927016  1.681612e-01 -0.1552675119  0.004437095
# [61,] -0.189111496 -0.034008715  1.236702e-01  0.1667015270 -0.042121555
# [62,] -0.041339736 -0.117060633  2.736410e-02  0.0083615292  0.218916168
# [63,] -0.154439970 -0.005863014 -2.902033e-03 -0.0387269514  0.219167283
# [64,]  0.087962824  0.041367747  1.851330e-01  0.1560056259 -0.203349728
# [65,] -0.063065690  0.121151836 -5.622219e-02  0.0460039290  0.199536823
# [66,]  0.190830088 -0.148891218 -1.153946e-01  0.1205006996 -0.010230398
# [67,]  0.052280904  0.051459332  9.585242e-03  0.1167893132 -0.071962755
# [68,] -0.054057347 -0.003230070 -2.201525e-01 -0.1634170758  0.095634590
# [69,]  0.078692644 -0.103356553 -5.549990e-02  0.0974340848 -0.176697671
# [70,] -0.248112352  0.013822039  2.447245e-02 -0.0087833179  0.037667349
# 
# $prop_expl_var
# [1] 17.50  4.11
# 
# attr(,"class")
# [1] "mgpca"
library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                  n.var=c(20,50))
datos1 <- as.data.frame(sim.list$x)
datos1<-subset(datos1,select=-grp)
grupos <- sim.list$grp
mdr(group=grupos,data.x=sim.list$`lisx`,c=2)

# $variates
#             V1          V2
# 1   -8.7541131 -1.72119978
# 2   -7.1366213  0.51701184
# 3   -7.5049504 -0.46522137
# 4   -9.2633253 -0.86018221
# 5   -7.1155567 -0.88286905
# 6   -7.4692631 -2.25493181
# 7   -6.3201444 -2.25444177
# 8   -6.0682294 -2.20744857
# 9   -7.6787336 -2.84047411
# 10  -5.7984098 -0.82780139
# 11  -4.9878878 -0.65083817
# 12  -8.1631825 -2.54878899
# 13  -7.4016957 -0.33506033
# 14 -10.4577945 -1.27242144
# 15  -6.9999895 -0.61025373
# 16  -6.4679305 -0.37998260
# 17  -5.8881582 -1.28899342
# 18  -3.0556530 -0.22880317
# 19  -6.8940539 -0.68107378
# 20  -5.8876697 -1.05042623
# 21  -6.4425417 -0.46837599
# 22  -5.3024773 -4.00190437
# 23  -6.7309018 -2.42567120
# 24  -4.5035081 -1.60646958
# 25  -7.9847873 -1.80577688
# 26  -5.6374509  0.39713884
# 27  -7.6685142 -1.63824077
# 28  -6.5754343 -0.29535487
# 29  -5.1122888 -1.05803129
# 30  -7.4348517 -0.52929334
# 31  -5.2412536 -1.21018626
# 32  -5.9753996  1.00676267
# 33  -5.0318126 -0.01136764
# 34  -6.5447891  0.78886098
# 35  -5.8605806  0.25380320
# 36  -7.5302284  0.39823113
# 37  -5.4181661 -1.33076281
# 38  -5.5631886  0.60547937
# 39  -3.8866990  1.02108273
# 40  -6.7718482  0.06854128
# 41  -1.6173013  1.01403768
# 42  -7.8229179  1.69426420
# 43  -4.8966556  1.16987506
# 44  -6.8049763 -0.09051103
# 45  -3.5205931  1.17157049
# 46  -7.2979749  1.89267741
# 47  -2.4806765  0.42474307
# 48  -4.5759784  1.22767089
# 49  -5.6327727  1.41335088
# 50  -6.7937468  0.73787425
# 51  -6.3092994  0.63581699
# 52  -3.8283057  1.78503550
# 53  -7.0192264  0.41165293
# 54 -10.2113697 -0.32909131
# 55  -8.4228169  1.83016948
# 56  -6.8016876  1.94177502
# 57  -8.4468725  0.32053319
# 58  -6.1519847 -0.80376269
# 59  -6.1708331 -0.17233885
# 60  -5.5641676  1.26808328
# 61  -2.1558949 -0.12391594
# 62  -3.6388462  0.59249395
# 63  -5.1883241  0.36848122
# 64  -4.5790044 -0.66413624
# 65  -3.4076990 -1.50242749
# 66  -4.8019263 -0.36206777
# 67  -2.8878460  0.57852072
# 68  -7.5160336  0.11369913
# 69  -5.0124435 -0.07014452
# 70  -3.7293641  0.03921663
# 71  -0.1100887 -1.29646762
# 72  -2.1451059 -0.22225569
# 73  -5.1877270 -1.43219350
# 74  -4.4402811 -1.56326063
# 75  -5.9229984 -1.68019893
# 76  -3.1006145 -2.60152668
# 77  -5.4464394 -1.84718607
# 78  -5.7444903 -1.45844302
# 79  -3.5118365 -0.42775507
# 80  -8.1716173 -0.36188336
# 81  -5.6262553 -1.40680035
# 82  -4.7591394 -1.86383531
# 83  -5.8975208 -1.42910118
# 84  -2.7430064  0.96841768
# 85  -3.4599124 -0.71531901
# 86  -3.8260599 -1.82317085
# 87  -4.7207889 -1.33242021
# 88  -5.4474434  0.51748345
# 89  -1.5500136 -2.35970316
# 90  -3.6515642 -1.61673958
# 
# $loadings
#                [,1]        [,2]
#  [1,] -0.0226531580 -0.05819543
#  [2,] -0.1293081897 -0.03563095
#  [3,] -0.0899178609  0.02754874
#  [4,] -0.1436541244 -0.11141342
#  [5,] -0.1915190585 -0.12279367
#  [6,] -0.1623477330  0.07995017
#  [7,] -0.2654727912  0.08387098
#  [8,] -0.0404176843 -0.09240365
#  [9,] -0.0944391177 -0.07551223
# [10,] -0.1195514003  0.12600006
# [11,] -0.0574747199 -0.08372613
# [12,] -0.1589907153 -0.12477486
# [13,]  0.0370005008 -0.05456781
# [14,] -0.0208002945 -0.09832098
# [15,] -0.1032079276  0.02424857
# [16,] -0.1688255801  0.11964916
# [17,] -0.0047662409  0.09457445
# [18,] -0.1213731792  0.08254407
# [19,] -0.1499006669 -0.02443588
# [20,] -0.0416057653  0.04025227
# [21,] -0.0345953375  0.20016785
# [22,] -0.0278080299 -0.04606209
# [23,]  0.0313140547  0.09563449
# [24,]  0.0615704773 -0.15101046
# [25,] -0.2023583684 -0.09561450
# [26,]  0.1721380946  0.09755132
# [27,] -0.1730812016 -0.03136725
# [28,] -0.1414364219  0.02424145
# [29,]  0.1101141737  0.09313312
# [30,]  0.0160533162 -0.10294214
# [31,]  0.0392985551 -0.04747470
# [32,]  0.0362469180 -0.16158566
# [33,]  0.2404266387 -0.07825758
# [34,]  0.0128293887 -0.03381665
# [35,]  0.0998877497  0.24699308
# [36,] -0.0846560547  0.34128677
# [37,] -0.1717344520  0.13438858
# [38,]  0.2001382558  0.01098556
# [39,]  0.1116029967 -0.07587314
# [40,] -0.2579045755  0.03748699
# [41,] -0.1573391927 -0.18023756
# [42,]  0.0001812164  0.01354762
# [43,]  0.0946414103  0.03042955
# [44,]  0.0128965389 -0.10519075
# [45,] -0.1036965001 -0.09684363
# [46,]  0.0915115902  0.12871620
# [47,]  0.0264938194 -0.08114049
# [48,] -0.1519249692 -0.07975377
# [49,] -0.0406633908  0.06233839
# [50,] -0.0849518649 -0.27279041
# [51,]  0.0042429089  0.12441481
# [52,]  0.0347935566  0.19244354
# [53,] -0.0368982138  0.13778447
# [54,]  0.0694037523 -0.22045431
# [55,] -0.2289623798  0.15509104
# [56,] -0.1934117571  0.10964439
# [57,]  0.0709851316  0.07152757
# [58,] -0.0932316150  0.15757444
# [59,]  0.0171206451 -0.15107880
# [60,] -0.0308474779 -0.04817353
# [61,] -0.0208382963  0.03034168
# [62,]  0.1784403607  0.04599038
# [63,] -0.0235730149 -0.08824464
# [64,] -0.1520216504 -0.23101307
# [65,]  0.1821769060 -0.12230441
# [66,]  0.0539457361  0.19929860
# [67,] -0.0514335868  0.05598827
# [68,] -0.1013156233 -0.07205818
# [69,]  0.1253152427 -0.02712430
# [70,] -0.0501023386 -0.04799852
# 
# $prop_expl_dim
#  [1] 62.59 37.41  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [13]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [25]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [37]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [49]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [61]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# 
# attr(,"class")
# [1] "mdr"