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

Installation

You can install the development version from GitHub with

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

Contributors

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  -0.1863066862  0.053306890 -0.009886862  0.071968093 -0.127927076
# V2  -0.2080367973 -0.011762806 -0.015260021 -0.149289924 -0.025434726
# V3  -0.1926934770 -0.083276977 -0.095167706 -0.021956678 -0.030451570
# V4  -0.2049137595 -0.039836501 -0.005878696 -0.052187629  0.035174788
# V5  -0.1947142734  0.049624409 -0.033509768  0.099139231 -0.053861951
# V6  -0.2605395452  0.006031325 -0.143550084  0.022992354 -0.026500601
# V7  -0.2008864249  0.022756823 -0.073980492  0.048367443 -0.013334510
# V8  -0.2146748926 -0.037867051 -0.001634049  0.003422539  0.085517054
# V9  -0.2457381384  0.135667884 -0.092925139 -0.068658769 -0.047663382
# V10 -0.2030838389 -0.090833152  0.015056316 -0.045641177  0.039218975
# V11 -0.2028896469 -0.030360364  0.055958197  0.084570946  0.032685075
# V12 -0.2439716803 -0.050815690  0.034869802 -0.138876508 -0.031151030
# V13 -0.2218210456 -0.030677035  0.043036571 -0.001024744 -0.062395657
# V14 -0.1741489215 -0.064789844  0.037371803  0.006611313 -0.009154290
# V15 -0.2148935920 -0.029804130  0.020306117  0.137090021  0.116393685
# V16 -0.1966227149 -0.036032007  0.024404825  0.023957907 -0.044718268
# V17 -0.2106942684  0.010583151  0.037043467 -0.018431068 -0.115685066
# V18 -0.2463047752  0.072666025 -0.043741102  0.021674678  0.020161547
# V19 -0.1777035106 -0.048349021 -0.074505881  0.038522492 -0.002811006
# V20 -0.2642109810  0.102966368  0.010959503 -0.021467646  0.094080050
# V21 -0.0488697146  0.014704941 -0.042518099 -0.294598396  0.019787850
# V22  0.0494334214 -0.010183354  0.051371630  0.046932135 -0.051646627
# V23 -0.0514885323  0.020469142  0.148718333 -0.297217902  0.117798618
# V24 -0.0505781940  0.174313281 -0.078981173 -0.307441566  0.038859884
# V25 -0.0277012125  0.008865985 -0.044568974  0.032011076 -0.037343243
# V26 -0.0237983123  0.181756425  0.047851297 -0.022394734  0.074524352
# V27  0.0162821154  0.057128326  0.117337409  0.002980274 -0.189571114
# V28 -0.0318050555  0.057213898  0.125471267  0.228449344 -0.153203532
# V29 -0.0280688984 -0.135990176 -0.018688160  0.043296881  0.108408114
# V30 -0.0196684976 -0.017031228  0.269504365 -0.053185001 -0.057126549
# V31  0.0171331213 -0.096347189 -0.105257924  0.112365662  0.017418196
# V32 -0.0820685876 -0.046552673  0.210001012  0.054515249 -0.012678274
# V33  0.0159847727  0.182974875 -0.066388113 -0.178139701  0.125788973
# V34  0.0075560617 -0.049157832 -0.184472354  0.166323066 -0.099247626
# V35  0.0741198757 -0.139752794  0.202096209 -0.002988535 -0.129880115
# V36 -0.0200555095  0.144523115  0.315258169 -0.035188558 -0.078000564
# V37  0.0007484879  0.187305241 -0.014115799  0.309657950 -0.076235546
# V38  0.0832213326  0.014786206 -0.020197169 -0.099957893 -0.016900949
# V39  0.0811620727 -0.196282052 -0.051226139  0.005093562  0.068811182
# V40  0.0032246653  0.112453705  0.134365772  0.022950072 -0.230801578
# V41 -0.0116629577 -0.006111800 -0.188541271 -0.101886530 -0.030985165
# V42  0.0129314455  0.075100279  0.160832197  0.142490126  0.045963778
# V43  0.0063800418 -0.135709374  0.132249265  0.037536463  0.074740102
# V44  0.0133647154 -0.105808401 -0.159998597  0.142463208  0.046160350
# V45  0.0100258414 -0.345837891  0.228012815 -0.196749295  0.048663225
# V46 -0.0186473234 -0.027330307  0.039386653  0.127956111  0.253376390
# V47  0.0760528286  0.061962665 -0.274854636 -0.232503767  0.015640024
# V48 -0.0108042972  0.290508568  0.307286495  0.108776266  0.305492580
# V49  0.0330811852  0.039990952 -0.087000943 -0.005807613 -0.291326091
# V50 -0.0145191080  0.096665220  0.083486455 -0.093412723 -0.268136722
# V51  0.0449393688  0.024049954 -0.095882642  0.018462267  0.096450057
# V52 -0.0400052187 -0.181581962  0.184334285 -0.105528365  0.097446252
# V53  0.0461032075  0.113506128 -0.024773634  0.119201959  0.142861630
# V54 -0.0280952721  0.036446776  0.156614285  0.008653967 -0.225774920
# V55  0.0035232502  0.025916390  0.127956970 -0.159239506 -0.302704805
# V56 -0.0139375733  0.032100021 -0.007893755  0.059268045 -0.061278996
# V57 -0.0019445701  0.076747767 -0.159311300 -0.072818716 -0.110899514
# V58  0.0148672418 -0.153675045 -0.021116796  0.073286535 -0.058636870
# V59  0.0296910702 -0.133090901 -0.148661725 -0.149890947  0.019322777
# V60  0.0326152532  0.160261877 -0.056146163  0.104824081 -0.048054052
# V61  0.0486123739  0.050312743 -0.016309631 -0.031236657 -0.004392707
# V62 -0.0648835309 -0.227335589  0.116135644  0.066794643 -0.033875054
# V63 -0.0469517538 -0.249898580 -0.108748531  0.096754284 -0.041285746
# V64 -0.0077829171  0.154371010 -0.042867756 -0.051089746 -0.114427141
# V65  0.0693670931  0.125211463  0.099504813 -0.205081587  0.045868257
# V66 -0.0162722421  0.264744693 -0.011191278  0.094929232  0.152781606
# V67 -0.0297972935  0.005526646  0.143777050 -0.089728825  0.024318871
# V68  0.0070322731 -0.196270766  0.069821869 -0.011135937  0.198785477
# V69 -0.0145590419 -0.042386163  0.025853887  0.170316359  0.019815319
# V70 -0.0691521723  0.143654015  0.014274069 -0.041484597  0.308389036
#               PC6          PC7          PC8          PC9          PC10
# V1   0.0198401134 -0.028294252  0.002890743 -0.091205213  0.0356357054
# V2   0.0086982049  0.066407601  0.043739723 -0.047098930 -0.0756055735
# V3   0.0213935621 -0.002719842 -0.025622323  0.081592805  0.1190676413
# V4  -0.0079352407 -0.083002838 -0.145922906  0.005427918  0.0256894409
# V5  -0.0173146773  0.091681017 -0.009171213 -0.041516768  0.0736734961
# V6  -0.0179301350 -0.034593326  0.012577998  0.097665514  0.1047440561
# V7  -0.1002435363 -0.100517519  0.187100553 -0.069964538  0.0183084288
# V8   0.1075339994  0.005118709 -0.114078053 -0.091711615 -0.1377466183
# V9  -0.0816104613 -0.061968439  0.080072642  0.013752811 -0.0193803067
# V10 -0.0626521610  0.001309221 -0.008763631 -0.029734328 -0.0362697410
# V11 -0.0097326354  0.002317637  0.054849972  0.088882433  0.1100518129
# V12  0.0813331498 -0.038062297 -0.079787807  0.008692878  0.0351678196
# V13  0.1254245125 -0.016442958 -0.062050807 -0.013111167 -0.1268432157
# V14 -0.0520173982 -0.115307282 -0.085256494 -0.065453043  0.0019752894
# V15 -0.0346647314 -0.091676910 -0.001958720  0.051618625 -0.0641994288
# V16 -0.0546843827 -0.073735236 -0.012088692  0.123716693  0.0590113408
# V17  0.0875037637  0.045261662  0.069003840  0.073980448  0.0504298940
# V18  0.1192175318 -0.005683910 -0.047371080 -0.043278336 -0.0743722681
# V19 -0.0112218424  0.154500870  0.001943090  0.102680922  0.1005131294
# V20 -0.0084401445  0.060855140  0.043957495 -0.155213486 -0.1418150373
# V21  0.0554515163 -0.083722172  0.022611779  0.246675705  0.2542562655
# V22 -0.0262362458 -0.118670623  0.092253845 -0.233408513  0.0258919413
# V23  0.0815479436  0.032022348  0.078565599  0.021959065 -0.2240312616
# V24 -0.1109024832  0.157929498  0.108866177  0.158361538  0.0522151896
# V25  0.0164902055 -0.052678455 -0.075524295  0.041573608  0.2454384161
# V26 -0.1645436373  0.041090946  0.036603079  0.050999383 -0.0445072923
# V27  0.1014714003 -0.134130379  0.174157113  0.043564580  0.0854355102
# V28  0.1568175850  0.177414706  0.119705890  0.177019250 -0.0159634122
# V29  0.1146046533  0.163356099 -0.209066674 -0.068084897  0.0111812940
# V30 -0.0708820710 -0.172983243 -0.276029053 -0.008588843 -0.2122129483
# V31  0.0296849548 -0.200037740  0.199693248  0.061887394 -0.1791874996
# V32 -0.1387147534  0.024029789 -0.033334413 -0.011546244  0.0531763019
# V33 -0.0647827345  0.162143268  0.049335476  0.002817507  0.0633411299
# V34  0.1438158094 -0.273076063  0.025580339  0.220441819  0.1056897459
# V35  0.0542221352  0.117920746  0.032781033 -0.109116154  0.1393976492
# V36  0.1687980496  0.080988434  0.111945406 -0.088990373  0.0488018612
# V37 -0.1490472099  0.135080114 -0.335722883  0.098968342 -0.2246998936
# V38 -0.0001053504  0.031198023 -0.277010096 -0.036531961 -0.0098200182
# V39  0.0470979342  0.047105274  0.288591590  0.234631181 -0.0868332026
# V40 -0.0362449026  0.174658384  0.173172457  0.016970120 -0.0077329670
# V41  0.2280842782 -0.023449129 -0.059188989 -0.247930805 -0.0375992361
# V42 -0.2334192092  0.007365364  0.115160011  0.026540269  0.2082924149
# V43  0.0521185625 -0.124356583 -0.072833546 -0.013762910  0.0152746159
# V44  0.0127322425 -0.048237257 -0.034912545  0.266000884  0.0161358502
# V45  0.0941199309  0.124930256 -0.048226730 -0.058967220  0.0890901603
# V46 -0.1414889920  0.173423633  0.113776066  0.024291963 -0.2759117775
# V47 -0.0084399526  0.094672574  0.040199857 -0.129360339 -0.0567014683
# V48  0.2139387660 -0.155113246  0.047085715  0.111753924 -0.1449461204
# V49 -0.1423975057  0.110005236 -0.106409950  0.115378106 -0.1172989954
# V50 -0.1961606782 -0.096956682  0.069263077 -0.208398232 -0.0738386085
# V51  0.0744725447  0.275854839 -0.184632001 -0.031496698  0.1106183754
# V52 -0.1049305510  0.031148094 -0.140481582  0.282128133 -0.0038212557
# V53  0.3106708838  0.089171948  0.054299556  0.076763647  0.0382711577
# V54 -0.0445966076  0.111814561  0.007488093  0.081284789  0.1099733997
# V55 -0.0450878326  0.076004639 -0.102403744  0.118726709 -0.0895344801
# V56 -0.0315053679  0.096130775  0.170953648 -0.025168059  0.0721415329
# V57  0.0014253361  0.002845115  0.129205877 -0.155773190 -0.1507677687
# V58 -0.2543234517 -0.043977724 -0.079239260  0.004562348  0.0334014489
# V59 -0.0098900316  0.036139111 -0.010083561  0.177994887 -0.2134670864
# V60 -0.0362987347 -0.163458324  0.039496173 -0.095654786  0.1055930982
# V61  0.2078768654 -0.159914008  0.090134706 -0.049138506 -0.0002233317
# V62  0.1779061729  0.316322855  0.186949006 -0.005987871  0.0135769516
# V63  0.1082529308  0.077463867  0.056798122 -0.218282179 -0.0264885768
# V64  0.0866977339  0.065250260 -0.038060797  0.148181721 -0.1019073152
# V65  0.1189370890 -0.244640938 -0.181185833  0.065145599  0.2301665866
# V66  0.0337838114  0.128749868 -0.097101475  0.034051436  0.0390733774
# V67  0.0454309532 -0.178422770  0.114453130 -0.031867786 -0.1670950683
# V68 -0.3651110268 -0.117746548  0.171794772 -0.044137274  0.0003396528
# V69  0.0584166572  0.010329319 -0.136812555 -0.254677231  0.1718793566
# V70 -0.1851558221  0.122926784  0.041410704 -0.146148547  0.2941626373
#             PC11         PC12         PC13         PC14          PC15
# V1  -0.107201699  0.026200390 -0.055713883  0.034906123 -0.1157927344
# V2  -0.047716364  0.011472764  0.141811847  0.019009083 -0.0611451594
# V3   0.032005556  0.068342187  0.009944133 -0.013655944  0.0239050013
# V4  -0.007323441 -0.008778882  0.022855732  0.056769442  0.0969112902
# V5   0.006170299  0.051622563  0.020374603 -0.045818292  0.1070892404
# V6  -0.022156864 -0.073377432  0.225397206 -0.063942950 -0.0066343335
# V7  -0.005546085  0.068587676 -0.127214653  0.101187204 -0.1153423713
# V8  -0.035897548 -0.096881136  0.022791045 -0.033729340  0.0115810794
# V9   0.117678578  0.217505316 -0.024440097  0.014837048 -0.0769247479
# V10 -0.057234824 -0.024140742 -0.014590942 -0.064376893  0.1024995655
# V11  0.019987929 -0.130214582  0.044776933  0.043575796  0.1249906168
# V12  0.029270594  0.071990119  0.018052021  0.122926628  0.1104442446
# V13  0.008974595  0.121320465 -0.057402779 -0.031704562 -0.0746366085
# V14 -0.052353552 -0.106804843 -0.069237077  0.095539974  0.1540601577
# V15  0.020562251 -0.053345498 -0.012570241 -0.065891271 -0.1193667320
# V16 -0.035307324  0.071614616 -0.084010121  0.048787536  0.0066457685
# V17 -0.033873045  0.064707661 -0.086814174 -0.177957204 -0.0711790725
# V18  0.097755419 -0.031926162  0.102137860 -0.184077024 -0.0001111422
# V19 -0.127464684  0.042123489 -0.074390640  0.079127430 -0.1370270815
# V20 -0.027548455 -0.075837980  0.055840068 -0.055393308  0.0248583021
# V21  0.076968255 -0.007229914 -0.245476357  0.014529116 -0.1383446874
# V22 -0.317795603  0.102353552 -0.254449648 -0.071300536 -0.1611062327
# V23 -0.065123338  0.067023173  0.068545416  0.178245030 -0.1442166556
# V24  0.042852977  0.172394234 -0.065697744  0.069900015  0.0139586822
# V25 -0.331774786 -0.026939573  0.009305211 -0.031383079  0.2168887222
# V26  0.204344572 -0.122934835 -0.237560265 -0.116582856 -0.1520383547
# V27 -0.143529939 -0.058506359  0.148481562  0.021839221 -0.2055315813
# V28  0.047865286 -0.057393593  0.122218244  0.108672308 -0.0135828420
# V29  0.066091923  0.005322957 -0.059005550 -0.001073738  0.1132618559
# V30 -0.056241784  0.109031888 -0.200605750  0.016287888  0.1994139631
# V31  0.009445910 -0.224129011 -0.261115270  0.262227361 -0.1088066423
# V32  0.001074816 -0.079391089  0.186376017  0.111647392  0.0249018177
# V33 -0.059083834 -0.280509506 -0.116087046 -0.284696636  0.1499011138
# V34  0.073017556  0.028881512 -0.071521010  0.069618351  0.0048256748
# V35 -0.215878224  0.172502655 -0.007602763 -0.117605802 -0.1404232557
# V36  0.065319372 -0.018695420  0.014640560 -0.016603299 -0.0529714493
# V37 -0.134798174  0.070755400 -0.001889387  0.157353696 -0.1855070541
# V38 -0.052197180 -0.191857522 -0.082159376  0.058860132 -0.1293048619
# V39 -0.036707258  0.003006691 -0.020627321 -0.003484070  0.2686425299
# V40  0.124541782  0.236174985  0.056814527  0.105491803  0.1913446101
# V41 -0.035726014 -0.127606405  0.009954134  0.076733563 -0.0852936864
# V42  0.185860834 -0.121306725  0.201258025  0.148307116  0.1199913473
# V43  0.070952022  0.203089638  0.094292735  0.024317404 -0.2477233685
# V44 -0.199363209 -0.099407962  0.128774233 -0.315963268 -0.0032011921
# V45  0.054963274 -0.065928194  0.072693853  0.005393267  0.0697442352
# V46 -0.081912021  0.027090853  0.167715026 -0.102193173 -0.1207936489
# V47 -0.253786679  0.026276240  0.247942644  0.149939777 -0.0250065245
# V48 -0.187843793  0.110783518 -0.124402326 -0.185802650  0.1447445793
# V49 -0.016516888  0.083621291 -0.128225030 -0.156345888  0.0414636047
# V50 -0.106008543 -0.191526301  0.026338715  0.026793756  0.1043009024
# V51  0.222641743  0.320676729 -0.168506489  0.022022341  0.0116054751
# V52 -0.086040338 -0.151508453 -0.164919663  0.203562603  0.0461070234
# V53  0.071495565 -0.111041195 -0.108649861 -0.066544541 -0.1319373413
# V54 -0.210431052 -0.172063185 -0.151191413  0.039232292 -0.0702659845
# V55  0.092259904 -0.139711213 -0.049123399 -0.145487208 -0.0240864664
# V56  0.082329180  0.007184928 -0.067685891  0.059889977 -0.0942160940
# V57  0.113801850 -0.102437757 -0.131184041 -0.151724696  0.1628390610
# V58  0.038011793  0.122485376 -0.045490017 -0.220032116  0.0573687787
# V59 -0.096177007  0.109781589 -0.029320353  0.078752060  0.0440750446
# V60 -0.020611713  0.080561247 -0.086008638  0.005456769  0.1737530838
# V61 -0.160326349  0.253168700 -0.026705312  0.173018198  0.2764440664
# V62 -0.128843687 -0.043701046 -0.159326857 -0.046661699  0.0184868358
# V63  0.069499751 -0.156985337 -0.183711731  0.091114618  0.0096434479
# V64  0.031462850 -0.118126897 -0.049473096  0.196567592 -0.0545272575
# V65  0.062040249 -0.071478426  0.178014491 -0.086617267 -0.1593091998
# V66 -0.075590522 -0.139042580 -0.010861805  0.324815174  0.1565716069
# V67  0.239881222 -0.059178470 -0.061253778 -0.056269818  0.0631644431
# V68  0.033695237  0.048542614 -0.035335150  0.058636302 -0.1353970582
# V69  0.206212910 -0.041352153 -0.084180110  0.058443008  0.0177226967
# V70 -0.183812104  0.025740084 -0.187578636  0.036287357 -0.0440211299
#              PC16         PC17         PC18          PC19         PC20
# V1   0.0155028836  0.019347707  0.017834549 -0.0620080242  0.125845511
# V2  -0.0280738592 -0.033344869  0.049073356  0.0631834098 -0.063605713
# V3  -0.0870180266  0.048047579  0.011494867  0.0196492492  0.071058644
# V4   0.0847232638  0.149256102 -0.040125965  0.0861416138 -0.128153101
# V5   0.1485683176 -0.063795257  0.036234939  0.0086972754 -0.042374216
# V6   0.0820189757  0.043951447 -0.001761594 -0.0709133290 -0.061241021
# V7   0.0718644629  0.111333906  0.043294317 -0.0733696047  0.074075539
# V8  -0.0502684151 -0.056017082  0.041239321 -0.0714610241  0.153662086
# V9   0.1526376696  0.104087511 -0.060454398  0.1451362681 -0.016255966
# V10 -0.0533510473  0.020522969 -0.022507582  0.0442852728 -0.071015734
# V11  0.0179132462 -0.128438583  0.002798076 -0.1521472036  0.106786928
# V12  0.1242336601 -0.064391383 -0.030717678 -0.1006400057 -0.025355065
# V13  0.0458159541 -0.124713264 -0.113005528  0.0868060309  0.046140605
# V14  0.0511736840  0.023077813  0.046087037 -0.0434917443  0.142933959
# V15 -0.1174326169 -0.095924363  0.144585019 -0.0007324756 -0.039535294
# V16  0.0465091277  0.085013167 -0.053951922  0.0109534757  0.075369585
# V17 -0.0033095753  0.003226047 -0.058404101 -0.0743256983 -0.088958887
# V18 -0.2215784520  0.065831230 -0.111029562  0.1123618757 -0.141093796
# V19 -0.0418707463 -0.039634707  0.118463652  0.0535029742  0.027473193
# V20 -0.0133759001  0.073414402  0.152301888 -0.1740323988 -0.111242956
# V21 -0.0692001643 -0.003516612 -0.088413770 -0.1163619581  0.151854474
# V22 -0.0799206094 -0.098301025 -0.036314684 -0.0607807341  0.131570286
# V23  0.0122702943  0.041108242 -0.343528715 -0.0383188736  0.073411749
# V24  0.0352758912 -0.029451247  0.228916904  0.0631470205 -0.321919471
# V25  0.0635556483  0.206980912 -0.046806481 -0.0321748935  0.131458451
# V26 -0.0009320314 -0.032055774 -0.105032578 -0.0993356434 -0.083417054
# V27 -0.0069393607  0.236890794  0.011311587  0.1681848803  0.208043053
# V28  0.1000967929  0.178327425  0.060938106  0.0712064495 -0.043448941
# V29 -0.0860778108  0.216917307 -0.021529993  0.0448351131  0.233166903
# V30  0.2097179248 -0.042654118 -0.165070174 -0.0142207181 -0.070053091
# V31  0.0807511329  0.041530442 -0.079740382  0.0796969879 -0.061919927
# V32 -0.0225882833  0.148405920 -0.084958863  0.0744084157  0.218968031
# V33  0.2050709364  0.186040701  0.029718303  0.0779001017  0.049319160
# V34 -0.2053441694 -0.005172579 -0.023668274 -0.0734407825 -0.130670376
# V35  0.3233632277 -0.045517375 -0.107731567 -0.2319506010 -0.192001474
# V36 -0.2668729152  0.190963767  0.025122074 -0.1729617626 -0.078763997
# V37  0.0936966653  0.184138876  0.176413202 -0.0617720274 -0.151090460
# V38 -0.1051445854  0.203195862  0.100950928 -0.1299999664 -0.034450099
# V39 -0.0394987936  0.017779675  0.088679278 -0.1222785062 -0.154757497
# V40 -0.1554825472  0.061141486  0.116519737 -0.0333173621  0.124502782
# V41  0.0118816447 -0.199160716  0.204074835 -0.0922860333  0.010697266
# V42  0.1172970271 -0.104646685 -0.166907245  0.0229802648 -0.070630856
# V43  0.0641816629 -0.039476686  0.278309880  0.3345257966 -0.081429624
# V44  0.0198686432 -0.058640776 -0.096947886  0.1231874085  0.013330411
# V45  0.1125083114  0.040688181  0.193891311  0.0625176348 -0.023585501
# V46  0.0015907459  0.033201859 -0.216570183 -0.0033400592 -0.011675523
# V47 -0.0749335304  0.152034527 -0.044574573 -0.0204301630  0.015285450
# V48 -0.0054113864 -0.031924846  0.090479353  0.1025442131  0.042456079
# V49 -0.0729441827  0.054677468  0.080155682  0.1782027867  0.020654280
# V50 -0.0744900746 -0.079023668  0.018708638  0.2250343430 -0.164814992
# V51  0.0213434599  0.059608952 -0.134232190  0.0988456573  0.151492200
# V52  0.0014450441 -0.012443761  0.125928591  0.0811622922 -0.068110866
# V53  0.2083377437  0.287018401  0.074971862 -0.0034680140  0.008711051
# V54  0.0041435297 -0.034908339  0.082982876  0.0888768112 -0.055176660
# V55 -0.1907794568  0.041894045 -0.113182817  0.0892516569  0.115211726
# V56  0.2413926283 -0.159391015 -0.128832699  0.1733172698  0.180091218
# V57  0.3614680360  0.052899958  0.165965249  0.0249519281  0.131929010
# V58 -0.0739909405  0.179119589 -0.121830583 -0.2683441421 -0.126972909
# V59 -0.0107247219 -0.016978357  0.077312935  0.1585763590  0.132322445
# V60 -0.0646926363  0.025576017  0.052840112  0.1259058843  0.004404416
# V61  0.0093978004  0.230146212 -0.042106046 -0.0140478095 -0.173764100
# V62 -0.0794501253 -0.134848986  0.042219490  0.0213774459 -0.066656689
# V63 -0.0255408430  0.252753345 -0.327607846  0.2811831940 -0.310537610
# V64  0.0806790900 -0.006101112 -0.090294824 -0.3028628469 -0.058909037
# V65  0.1525475198  0.050645787 -0.041496615  0.1130106510 -0.177565303
# V66 -0.0415221004 -0.155302526 -0.083608933  0.0674967441  0.072085573
# V67 -0.1375760008  0.119626447  0.113747911  0.0150205747  0.071034122
# V68  0.0558135801  0.298678752  0.201358860 -0.1091318743  0.122082065
# V69 -0.0100588403 -0.017057565  0.108849591 -0.0458470501 -0.061493564
# V70 -0.2370120797  0.003141842 -0.040984355  0.1622250812 -0.123664457
#             PC21         PC22         PC23          PC24         PC25
# V1   0.005478202  0.078392456 -0.036849074  0.0551364426  0.069066628
# V2  -0.141137015 -0.040622448 -0.022551020 -0.0917726425  0.099275257
# V3   0.182772303 -0.012561362  0.098456738  0.0855029270  0.058880271
# V4   0.048278819  0.186407833 -0.068742355  0.0528521248  0.017121420
# V5  -0.066784742 -0.025752661  0.012401991 -0.2507596893  0.074190624
# V6   0.100459653 -0.080075176 -0.019340737 -0.1275185429 -0.063908214
# V7  -0.103739485  0.027490187  0.158436923 -0.2115712814  0.037585684
# V8  -0.076100476  0.066859297 -0.016959654  0.0308357564  0.056107161
# V9  -0.004845448 -0.025333248  0.158819020  0.0805660532  0.106008626
# V10 -0.114997926  0.075974121  0.084673840 -0.0001100968 -0.048703103
# V11  0.170357781 -0.079237899 -0.138240558  0.0689072368  0.007446262
# V12  0.133956446 -0.088616472 -0.072226645  0.0631107740 -0.078970665
# V13 -0.109093082 -0.088309686 -0.073342476 -0.0362834326  0.008443666
# V14 -0.166422476 -0.011407180  0.041991356  0.1239431095  0.041644437
# V15  0.018778572  0.055547558 -0.116390523  0.0017372732 -0.173666174
# V16  0.031482038  0.010093275 -0.063294657  0.0679799326  0.067428130
# V17  0.053662651 -0.040715632 -0.018882456 -0.1661761914 -0.011155690
# V18 -0.028998582  0.090007191  0.083358420  0.0738247411 -0.015678551
# V19 -0.003702752  0.098365858  0.065473432  0.0692259554 -0.067874485
# V20 -0.063454453 -0.023368544 -0.062519375  0.1674555362 -0.050788330
# V21  0.023490380 -0.059534672  0.152367426  0.1875269308 -0.125568680
# V22  0.059560515  0.234573164 -0.044746262  0.0612188927 -0.092672757
# V23  0.037507739 -0.053719451  0.329431333  0.0079502999  0.069704091
# V24  0.090827240 -0.012480647 -0.061686952  0.0282974497 -0.228709017
# V25 -0.127316160  0.007113228  0.005268897 -0.1128489285  0.073021515
# V26 -0.146028287 -0.230399632 -0.079284673 -0.1082801365  0.153673385
# V27  0.045298868 -0.066996740 -0.140584863  0.1426419204  0.081872119
# V28  0.023655515 -0.019702591 -0.130860279  0.1461970970 -0.050290277
# V29  0.056826931 -0.080546417 -0.009268245  0.0666761968  0.175283228
# V30  0.030147626 -0.038918284 -0.150525100  0.1395534914 -0.036623199
# V31  0.057135421  0.011457753 -0.088602524 -0.1327000741 -0.075997426
# V32  0.072498816  0.220515404 -0.054371952 -0.2927822440 -0.383991242
# V33  0.289062392  0.078143921  0.112260758  0.0650800432 -0.050207545
# V34  0.099280843 -0.005451143  0.114059674  0.0827797883  0.194091829
# V35  0.137068437 -0.049822192 -0.046229648  0.1005326265 -0.011278639
# V36  0.088594646 -0.115710746  0.086000132 -0.1399312816  0.092745687
# V37 -0.067019041 -0.112539736  0.170838964  0.0448698240  0.031074871
# V38  0.108738949 -0.194012199 -0.059947697 -0.0917347595 -0.115979175
# V39  0.005717649  0.232098948  0.020089332  0.0022476432  0.084280877
# V40  0.068884576 -0.109582639 -0.149211180 -0.0106670665  0.107841525
# V41  0.153752864 -0.212386686  0.117281446 -0.1959058687  0.135263800
# V42 -0.234388041 -0.158480173  0.139714344  0.1489598282 -0.078391150
# V43  0.291118691  0.060949502  0.100403555  0.0941786863 -0.093881331
# V44 -0.003677384 -0.356146457  0.088590175 -0.0856614378 -0.088643172
# V45  0.016813759  0.015493390  0.159315173 -0.0602124601  0.238251070
# V46  0.197207644  0.151795949  0.034310550 -0.0676860241  0.195475934
# V47 -0.200485082  0.011663547  0.095602713  0.1363647279 -0.109569285
# V48 -0.025802263 -0.111186116  0.176897157 -0.0397907517 -0.110166674
# V49  0.010090452  0.216286156  0.099078860 -0.2569472908  0.091186857
# V50 -0.009177041 -0.035743273  0.077121995  0.2238120001  0.183425511
# V51 -0.072647102  0.021647321 -0.069352879 -0.0362542310  0.032468419
# V52 -0.108797528  0.007028245  0.010308692 -0.1474180293  0.212476036
# V53 -0.208230030  0.092511910 -0.041473625  0.2205037616  0.070445730
# V54  0.026723845 -0.050720824  0.118336867  0.0238391719  0.079298314
# V55 -0.031864717 -0.055407340  0.043725063 -0.0230338336 -0.276661477
# V56  0.012132151 -0.038909577  0.157133431 -0.1268558525  0.038671595
# V57  0.065950205 -0.025137906 -0.035950458 -0.0133354264 -0.048176505
# V58  0.126242725  0.032261349  0.240760068  0.1407756678  0.013053785
# V59 -0.123111837 -0.150392101 -0.057534690  0.1583543264 -0.102509119
# V60 -0.045265424  0.104742728  0.217223499  0.0364117358  0.068921832
# V61 -0.008917436 -0.181590496  0.021106794 -0.2655286574 -0.155632329
# V62 -0.257273639  0.054481129  0.184929880  0.0433876694 -0.175773388
# V63  0.111302388 -0.102076112 -0.061263137 -0.0049819945 -0.080737347
# V64 -0.022571721  0.331031723 -0.004521834 -0.0589082942 -0.033419505
# V65 -0.186027150  0.243242906 -0.022160130 -0.1683196397  0.093829032
# V66  0.358856866  0.046750837  0.189674524  0.0244728021  0.002529998
# V67  0.013040677  0.053203500 -0.007258298  0.0093270740  0.021028587
# V68 -0.007212121 -0.144007268  0.085339321 -0.0679908744 -0.047353525
# V69 -0.100612240  0.024849508  0.289572693  0.0190122933 -0.272738280
# V70 -0.016971609 -0.034435376 -0.314574220 -0.0143867671  0.111219319
#             PC26         PC27          PC28         PC29          PC30
# V1  -0.041336790 -0.012235385 -0.1648314769  0.109398112  0.0104489816
# V2   0.142962805 -0.009186717  0.1635013569  0.260468349  0.1776724752
# V3   0.011334618  0.115589448  0.0069139866 -0.068994551 -0.0782152511
# V4  -0.008530065  0.033005472 -0.1197360172 -0.015490332  0.0250769578
# V5  -0.029360341  0.004043617  0.0035097965 -0.175137951 -0.1304776178
# V6   0.022925921  0.014521216  0.2176929021  0.170121824  0.1504643992
# V7   0.098754489 -0.107532575 -0.1274598338 -0.103836329 -0.0008625084
# V8   0.063945085  0.188819515 -0.1332581566 -0.049192428 -0.0155339613
# V9  -0.016751279 -0.189125273 -0.0498177511  0.007542705 -0.1250242095
# V10  0.020208129  0.047073799  0.0988767928  0.074765465  0.0343444636
# V11 -0.078489179  0.035830248  0.0151573416  0.015240212  0.0264550176
# V12 -0.022552864  0.087409696 -0.0866119539  0.024095816 -0.1777710160
# V13  0.042499948 -0.116870582 -0.0170060948  0.042292660  0.0498861860
# V14  0.083972580 -0.107519798  0.0007462861  0.016608034  0.1088777725
# V15 -0.035655488  0.009354890 -0.0752477678 -0.046013540  0.0862128756
# V16  0.163588202  0.173441395  0.1417457106 -0.161339535 -0.1159152216
# V17  0.016468466  0.071703471  0.0975088569 -0.191434897 -0.0396316798
# V18 -0.060801486  0.069766228 -0.0308687070  0.063846918 -0.0027415620
# V19  0.014435672  0.045669738 -0.1043600933 -0.007585550  0.0315729348
# V20  0.079883911 -0.111245768  0.0806819432 -0.195091683  0.1203598635
# V21 -0.246368659 -0.109625275  0.0541268804 -0.100407866  0.0431185241
# V22  0.198330146 -0.037723263  0.0326864988  0.046521606  0.0689684786
# V23 -0.029184625 -0.072042295 -0.0054351679 -0.201988226  0.0447949573
# V24  0.022428002  0.101309456 -0.0906818658  0.061209978 -0.0564249056
# V25 -0.046412490 -0.253153835  0.2997917666  0.009267186 -0.3051463893
# V26  0.248294575 -0.160675341  0.1815905063  0.055055192 -0.0034816964
# V27 -0.067107835 -0.102343588 -0.2099057527 -0.014619472  0.1833170791
# V28  0.140730478 -0.160897010  0.0806793380  0.022833408  0.1179872341
# V29  0.171920190  0.128680126 -0.0427322039  0.168960287 -0.1298476972
# V30 -0.105580910 -0.158991496 -0.0444826852  0.116597483 -0.0591819779
# V31  0.044137468  0.087294822  0.0591372499 -0.054068781 -0.1725616905
# V32 -0.041750191 -0.068760794 -0.1313941409 -0.019839854  0.1262046664
# V33 -0.141747620 -0.081775694  0.0099747872  0.102853696  0.1594823253
# V34 -0.035774955  0.078730196 -0.0211603658  0.054370883  0.0382492741
# V35  0.086821460  0.199822376  0.0669072484  0.022667844  0.0229184450
# V36  0.027917969 -0.087067424 -0.1484964684  0.263525624 -0.1139658603
# V37 -0.393606500  0.048019741 -0.0399908306 -0.090495654  0.0487916955
# V38  0.182967345  0.060208145  0.0446163856 -0.218622025  0.0459945774
# V39  0.094327376 -0.268034223 -0.1743336901 -0.166372224  0.0470477971
# V40 -0.032903241  0.076090862 -0.0379559762  0.020199188 -0.1675626630
# V41  0.029752329 -0.075273608 -0.1949737351  0.020551360  0.0727599071
# V42  0.226779415  0.072553902 -0.1782296074 -0.069925736 -0.0413721717
# V43  0.220547402 -0.211900663  0.1911386212  0.080420536 -0.1272855282
# V44  0.050465884 -0.108016405 -0.0842602393  0.104724395  0.0261221624
# V45 -0.097357271  0.047737119  0.0806403018 -0.192771333  0.0111751688
# V46 -0.099911798  0.073833700  0.1613841216  0.088511883 -0.1097545922
# V47  0.094107699  0.015311153 -0.0866930861  0.089371990 -0.2314601834
# V48  0.107356329  0.132722817 -0.1827140180 -0.029815676 -0.0715205144
# V49  0.144966848 -0.088195745 -0.0677589428 -0.146940306 -0.1082278724
# V50  0.004010427 -0.050717755  0.1298300605 -0.128730329  0.1775595313
# V51  0.132738152 -0.072478866  0.0129695192 -0.046643880  0.4320267565
# V52 -0.005213961  0.016482536 -0.1436000519  0.222595607  0.1246078148
# V53  0.071264242  0.069674173  0.0551245457 -0.072620640 -0.0685717673
# V54  0.094696561  0.029218700 -0.0157866326  0.135095208 -0.0422159706
# V55  0.056723906  0.189661692  0.0839452745 -0.089877979 -0.0782412807
# V56 -0.194966929  0.096410862 -0.0415354794  0.187303795  0.0305048538
# V57  0.050787228  0.087087944 -0.1806610918  0.060367241 -0.0603844439
# V58  0.184168667 -0.062209197 -0.2547181540  0.140932343  0.0875044625
# V59  0.099172822  0.026542295  0.0460693350  0.211662503 -0.0315505353
# V60 -0.006894105  0.401112600  0.1768132217  0.081822143  0.1951443320
# V61 -0.034318011  0.021588574  0.1299060847  0.018617820  0.2669536972
# V62 -0.082448149  0.053628699  0.0551102667  0.011755410  0.0303902731
# V63 -0.018065180  0.049944428 -0.1313627789  0.005492884 -0.0424629488
# V64  0.055570359  0.033069207  0.0853757434  0.311158055  0.0135225479
# V65  0.109518274  0.126252141 -0.1261847430  0.015183517 -0.0342505975
# V66  0.272129701 -0.036354315  0.0997077899 -0.075634298  0.0087158288
# V67 -0.167918840 -0.038688578  0.1950504232  0.121266086 -0.0181152279
# V68  0.058824604  0.195799741  0.0765710068  0.051421933  0.0402050552
# V69 -0.087436264 -0.241319034  0.0965604241  0.154007516 -0.1889392680
# V70 -0.158836767 -0.050601230 -0.0897767330  0.025307241 -0.0970200000
#             PC31         PC32         PC33         PC34          PC35
# V1   0.004894288  0.093761417 -0.090813035  0.004685896  0.0976959533
# V2  -0.153994566  0.125482193  0.161465761 -0.019665357 -0.0507338529
# V3   0.098231099 -0.016334773  0.102527799  0.127711789 -0.0797708403
# V4   0.164003209 -0.003763775  0.064945886 -0.087038119 -0.1157989176
# V5  -0.083398024  0.132896567 -0.022024978 -0.054042604  0.0514356834
# V6  -0.159061422 -0.241951612 -0.150941944  0.125708135 -0.2058471931
# V7  -0.041719418 -0.034020881  0.089293808  0.050863156 -0.0222662688
# V8  -0.149500683 -0.061973514 -0.054964111  0.130745548 -0.0042110441
# V9   0.019930160  0.079843894 -0.108851300  0.195098387  0.1171705534
# V10  0.120302405 -0.104061891 -0.020421092  0.282666945  0.2442293021
# V11  0.079170718 -0.047570288  0.064730057  0.053914254 -0.0310038314
# V12  0.167791386  0.047109626  0.030440593  0.036316685  0.0020689236
# V13  0.137962231  0.024026122  0.182514943 -0.101763013 -0.2529085921
# V14  0.094103884  0.245157837 -0.131623931  0.027338112 -0.0859545259
# V15  0.214659400  0.043775142  0.158851737  0.138902947  0.0941547304
# V16 -0.204248444  0.183253955 -0.120101480 -0.003728899 -0.0351849360
# V17  0.045408361  0.008101859  0.199547025 -0.092768195 -0.0661794994
# V18  0.120963266 -0.102535799 -0.002391057 -0.316470843  0.0004160892
# V19 -0.101911914 -0.282876631 -0.147021198 -0.160050986 -0.0153478632
# V20 -0.207649398  0.015274377 -0.042885036 -0.192986148  0.1141990625
# V21 -0.176328419 -0.146575785  0.069789498 -0.001517810  0.0857311004
# V22 -0.167518227 -0.058006589 -0.075273173 -0.021650177  0.0109745346
# V23  0.071427787 -0.091415066 -0.095763073  0.156483594  0.0900101461
# V24 -0.105866170  0.166099432 -0.070724497 -0.146786938  0.1625080272
# V25  0.067360626  0.093703341  0.036484456 -0.043281320 -0.0317981284
# V26  0.116067267 -0.106658183  0.077945823 -0.098964333  0.2375372543
# V27 -0.034012391  0.223632377  0.135610566 -0.131852422  0.1385910086
# V28  0.017198876 -0.014415708 -0.155646220  0.083404920  0.1265966419
# V29 -0.241210928 -0.099542848 -0.025105781  0.059615360  0.2863962270
# V30 -0.119896680 -0.235618989  0.126655371 -0.047484615  0.0468162864
# V31  0.275975271  0.009164863 -0.124409996 -0.078109207  0.0493714784
# V32  0.060941381 -0.239976617  0.048706964 -0.081072074  0.1620173194
# V33  0.064360880  0.136597102 -0.085125155  0.037044077 -0.1377888056
# V34  0.028489773 -0.055379462 -0.131475529 -0.175299985  0.0129709764
# V35  0.093131229 -0.057346078 -0.088220528  0.092249301 -0.1116736173
# V36  0.059711814 -0.030544093 -0.279705902  0.117779546 -0.1514334606
# V37 -0.049164147 -0.027044204  0.018724088  0.097290483 -0.0592520002
# V38  0.043303029  0.015423479  0.135769241  0.141956431 -0.0351876916
# V39 -0.161139881  0.020183706  0.228034547  0.240611188 -0.0443820981
# V40  0.135429666 -0.061270810  0.178551134  0.075416936  0.0981252172
# V41 -0.063173153 -0.064292073  0.153120330  0.063706303  0.0032351677
# V42 -0.137105780 -0.156226749  0.020266224 -0.003173585 -0.1890774702
# V43  0.028142388 -0.039372391  0.140055460  0.166353239 -0.0498992309
# V44  0.124465834 -0.068292469 -0.057973914  0.087062259  0.1708517615
# V45  0.162744768 -0.091618194 -0.087888666 -0.253140629  0.1881453345
# V46 -0.124330927  0.104471009  0.172117544 -0.104161638  0.1085980567
# V47  0.201472966 -0.041645629  0.150192473 -0.088732519 -0.1671151343
# V48  0.032683872  0.116833041 -0.101162122 -0.039554806 -0.0625281108
# V49 -0.020364556 -0.220964858 -0.182299026 -0.005663939 -0.1542302973
# V50  0.117389673 -0.098762121 -0.063564216  0.108518814  0.0443862068
# V51  0.223903838  0.099097390 -0.066430022 -0.037836437 -0.1226571885
# V52 -0.042254616  0.140059168  0.059688319  0.047534308 -0.1135156767
# V53  0.027804254 -0.238372085  0.261268637  0.052184326 -0.0965920638
# V54 -0.017973437 -0.082790193  0.208844275 -0.263094847  0.0259125966
# V55 -0.119647066  0.214164683  0.132812058  0.136495071 -0.0491386621
# V56 -0.111614642  0.006487585  0.150904726  0.001552716 -0.0718220552
# V57  0.053989562 -0.155586236  0.015245483 -0.004197758  0.0856700645
# V58  0.091388878  0.042643295  0.205480456 -0.103632444  0.0356593355
# V59 -0.016541913 -0.105666910 -0.087526241 -0.048552535  0.0123096265
# V60  0.074256531 -0.022297765  0.183693406  0.177977939  0.1608519897
# V61 -0.120882128 -0.110337135  0.098443599 -0.074528668  0.0926761622
# V62  0.102020388  0.025014863 -0.007584030  0.065951435  0.0066304295
# V63 -0.202072633  0.106327710 -0.024318522  0.057750415 -0.0647188526
# V64  0.113320632  0.044200514 -0.026710408  0.102172597  0.1136230342
# V65 -0.069534943  0.006353458  0.006981621  0.071366033  0.1078038748
# V66  0.012023899  0.005290141  0.075342175 -0.130244172 -0.0534988428
# V67 -0.078350612 -0.136490498  0.040506224 -0.049288931 -0.3374768995
# V68  0.067783809  0.026029496 -0.067338864 -0.075301129 -0.0979136798
# V69 -0.059050821  0.152831826  0.031912862 -0.036266412  0.1185229185
# V70  0.058584188 -0.162517795  0.030368363  0.186269833 -0.0236149108
#              PC36          PC37         PC38          PC39          PC40
# V1  -0.2102253999 -0.0003127558 -0.026638515 -0.1554844976  0.0084450217
# V2  -0.0010494649 -0.0554948338  0.038306665  0.0680470797  0.0147999451
# V3  -0.0125914943 -0.2819146807  0.277018353  0.2507289896  0.0649511958
# V4   0.1136589695  0.0015860601  0.074348612  0.0156009215 -0.2919332945
# V5  -0.1002910952  0.0163013483  0.019259349 -0.1962390936  0.0119229051
# V6   0.0717740866 -0.1315131300  0.163447170 -0.1700924674  0.0062241671
# V7  -0.1626732246  0.0237603800 -0.054399355 -0.0221161312  0.1462956263
# V8   0.0596852890 -0.0926226687 -0.163683979 -0.0188973091  0.1450565115
# V9  -0.2225255027 -0.1429816248  0.032392657  0.1264839623 -0.1938228785
# V10  0.0467287061  0.0091565437 -0.015281071 -0.0085114070  0.2972127892
# V11 -0.0950665999  0.2434077947 -0.239785865 -0.0342672746  0.1072864289
# V12  0.2859843761  0.0376246883 -0.018098961 -0.2184707729  0.0759010138
# V13 -0.1185087743  0.0368314902  0.056267036 -0.0772845279  0.1567087127
# V14  0.1529812552  0.0925793478  0.080717745  0.0148333966 -0.1181044130
# V15  0.0687980914  0.0549376743  0.132943498 -0.1372854668 -0.1034380609
# V16 -0.1062922433  0.2761393844  0.027242072  0.1003132394  0.0693174507
# V17  0.0166210837 -0.0138372292 -0.188579084  0.2122557142  0.0352134179
# V18  0.0095290009  0.3206355188  0.132985250  0.0659056091 -0.1618930007
# V19  0.0981335191 -0.0548722464 -0.079283496  0.0383440662 -0.0693526751
# V20  0.0780322195 -0.0545731338 -0.135974860  0.0912092443 -0.1745223912
# V21  0.1073280349  0.0207991744 -0.063660802 -0.0040423054 -0.1318142772
# V22 -0.0715652294  0.0917306572  0.085361618 -0.1083790265  0.0278837855
# V23  0.0100262243  0.0167613462 -0.038561771 -0.0704098725 -0.0304422127
# V24 -0.1083303026  0.0039638809  0.012636028 -0.1837094976  0.1699759350
# V25  0.1262923992  0.0447590838 -0.197432285 -0.0163471380 -0.0629204761
# V26  0.1606581177  0.0532641094  0.216355310 -0.0623006168  0.0239844311
# V27  0.2219871057 -0.0428895371  0.212550701  0.1220881443  0.1623211570
# V28 -0.0805736542 -0.1839977593 -0.065383441 -0.1412210893 -0.3109451803
# V29  0.0076567691  0.0128850613  0.089621509 -0.0417747533  0.0078600570
# V30 -0.1653142225  0.0139504959  0.208751381 -0.1541715359 -0.0418379702
# V31  0.0524622819 -0.0235322083 -0.057565581  0.0216511210 -0.1180972736
# V32 -0.0534098607  0.0300251150 -0.062524608 -0.0098450221  0.0433668099
# V33 -0.0806498977  0.1238705026 -0.016696881 -0.1582865430  0.0544251502
# V34  0.0825972951 -0.0161320287 -0.002097008 -0.2295355882  0.1621531487
# V35  0.0673599567  0.0331212829  0.106613213  0.1264464318 -0.1349288046
# V36  0.0999429904  0.2211315324  0.073315634 -0.0058339902  0.0356801051
# V37  0.0538368645  0.2184262253  0.034233969  0.1492411758  0.1181992048
# V38 -0.1472386239 -0.0781304815 -0.004064347 -0.1239983752 -0.1318866830
# V39  0.0601103530  0.2830883622  0.157919523  0.0002431609 -0.0662726872
# V40 -0.1227568018  0.0929032189 -0.077777716 -0.0356044523 -0.0832266246
# V41  0.0379360704  0.1348567727 -0.122040188 -0.0424449826 -0.2594643992
# V42  0.0986016165  0.0107629138 -0.082371903  0.0216407187 -0.0113188611
# V43  0.1426936982  0.0814223876 -0.174673689 -0.0099972543  0.0930550662
# V44 -0.2406196361  0.0696783042  0.001575968  0.1085374711  0.0180399182
# V45 -0.0828149430 -0.0457962482  0.035944622 -0.0174407974  0.0599919515
# V46  0.1879374471 -0.0224431069 -0.088608199 -0.1064719827 -0.0635467346
# V47 -0.0658248746 -0.0626925676  0.091403533 -0.1827871669  0.0168920258
# V48  0.0755752339 -0.1911880593 -0.144458508 -0.0369398990 -0.0278078789
# V49  0.2054632501 -0.0398591458  0.071208108 -0.1040508288 -0.0585667173
# V50  0.0651978436  0.0347200502 -0.179300531 -0.0727435084  0.1996766187
# V51  0.0523043066  0.0928883651 -0.172955444 -0.0199284246  0.0472864353
# V52  0.0414010077 -0.2012659166 -0.003201566 -0.0092888050 -0.0154867801
# V53 -0.0194938996  0.0051048856 -0.009702158 -0.2005119755  0.1956861053
# V54 -0.1103648232  0.0024741418 -0.126196584  0.0158287571 -0.0376040478
# V55  0.1584789583  0.0176445423  0.021633433 -0.0444091079 -0.0362564017
# V56  0.1261222731  0.0428065013  0.005236928 -0.1468867302 -0.1162352066
# V57  0.1981530432 -0.0291558352  0.060574945  0.3018040425  0.0905734158
# V58 -0.0105745512 -0.1496531333 -0.244159525  0.0387012683  0.0003259974
# V59  0.0532712674  0.2885050890 -0.184878419  0.1443642434 -0.1098167449
# V60 -0.0457110067  0.0415418836  0.016824291 -0.1056607790 -0.2842525411
# V61  0.1383553804 -0.0287621282  0.025966094  0.0728739168  0.0921305632
# V62 -0.1037223938  0.0121521476  0.171765357  0.0557462179 -0.0220183808
# V63 -0.0736222109  0.0298675688 -0.130069565 -0.0002100614  0.0486453686
# V64 -0.0003674707 -0.0474219705 -0.162962703  0.2196361219  0.0853058113
# V65 -0.1172165252  0.2461242416 -0.036170347  0.1099034446 -0.0609273452
# V66 -0.1331736563  0.0724695308  0.260079639  0.2028830632  0.0953408541
# V67 -0.2761347649 -0.1114016965 -0.080034197  0.1544368548 -0.0336587311
# V68 -0.0410807183  0.1700678666  0.104358874 -0.0449914447 -0.0234747170
# V69  0.1055818654 -0.0147632809  0.065620839  0.0342869634  0.0264743758
# V70  0.0946606521 -0.0707084782 -0.032590632  0.1720454736 -0.0532471493
#              PC41         PC42         PC43          PC44         PC45
# V1   0.2199154917  0.094417001 -0.117412348 -0.1177715800 -0.144911195
# V2  -0.1012925245 -0.196163502  0.107884932 -0.0511135483 -0.181395642
# V3  -0.3765745494 -0.002839350  0.060910341 -0.0312504124  0.182583151
# V4  -0.0627044595  0.183929127 -0.092396596  0.0543815901 -0.078473608
# V5   0.1149602707  0.103123190 -0.086682009  0.4196312422 -0.011651069
# V6   0.1139778077 -0.078456615  0.109156436 -0.0243619965 -0.033669311
# V7  -0.2167999412  0.092365413  0.091038499 -0.0004868664 -0.187676665
# V8  -0.1121951282 -0.050172293 -0.095138624 -0.2232262883 -0.193090464
# V9   0.1001043190 -0.073148508 -0.255594435 -0.0391810195  0.068399471
# V10  0.0675822422 -0.072285363  0.249163200  0.0659180220  0.038876538
# V11  0.1392588034  0.080124362 -0.138140195  0.0254480389 -0.097153809
# V12 -0.0053722986 -0.011885395  0.015179495 -0.0937763231 -0.092370333
# V13 -0.0675613214  0.092195745 -0.164069330 -0.0206986133  0.091246179
# V14  0.0451603361 -0.164830636 -0.013133781  0.1339027855  0.299015409
# V15  0.2329933871  0.100749039  0.235165201 -0.0785625580  0.040842658
# V16 -0.1207572976  0.203573944  0.183524142  0.0391748573  0.198494679
# V17  0.1208771357 -0.051791034  0.120546422  0.0555615885 -0.025939213
# V18 -0.1568658198 -0.004397769 -0.108071848 -0.0767290846  0.000688095
# V19  0.1211184716 -0.231545535 -0.219631943  0.0046928577  0.051967963
# V20  0.0218725862 -0.031100565  0.012139384  0.0792489762  0.063770263
# V21 -0.0821524905 -0.093460461  0.064063561  0.1998076751 -0.196591643
# V22 -0.0189280674  0.055961423  0.113395638  0.0750975525  0.228850665
# V23  0.1899894580  0.152065097  0.091966043 -0.1534194117  0.049187192
# V24 -0.0017791213 -0.107319455 -0.054844741 -0.2407511872  0.189578041
# V25  0.0137875059 -0.076780767 -0.012451627 -0.3015251608  0.015561002
# V26  0.0245715547  0.111511580 -0.039262019 -0.0641727597 -0.071271399
# V27  0.1927213606 -0.031028252  0.049737337 -0.0469806110 -0.084811552
# V28 -0.1897285681  0.162584415  0.199840126  0.0100123548  0.001021145
# V29  0.1421493826 -0.011266338 -0.224687049  0.0529484569  0.037396196
# V30 -0.0773701754 -0.190255750  0.105359401  0.0907725940 -0.053830433
# V31  0.0630812630 -0.312409472 -0.063023515  0.0533061697  0.070936976
# V32 -0.1424029357 -0.021755229 -0.066170409 -0.0709289414  0.123912696
# V33  0.0111917702  0.072668335  0.066299884  0.0635208663  0.032706129
# V34  0.0307112814  0.196630963  0.003411289 -0.0478020912  0.086746983
# V35  0.0897351958 -0.046103242 -0.073102582 -0.1936092732 -0.055122191
# V36 -0.1150107401 -0.045798398 -0.037319390  0.1803837504 -0.013644096
# V37  0.0231819239 -0.023764331  0.058897290  0.0307919018  0.017306493
# V38 -0.0851010075  0.246966140 -0.219736247 -0.1440311923 -0.008926049
# V39 -0.0648159736 -0.075527979 -0.185610176 -0.0831304314 -0.129997259
# V40  0.0469993518 -0.167176819  0.179740080 -0.0678616978  0.102095830
# V41 -0.0139077340 -0.147316775  0.171764343 -0.0143468040  0.281237369
# V42  0.1251060914  0.067788013  0.029683697  0.0462552863  0.084929181
# V43  0.0541128370  0.060753617 -0.139578489  0.2463236858 -0.055475455
# V44 -0.0233574794 -0.123098673 -0.070438980  0.0403580752  0.065249649
# V45 -0.0419642181  0.022456474  0.136938854  0.1019407737  0.020100883
# V46 -0.0070772715  0.028053220 -0.044931449  0.0060185353  0.104833091
# V47  0.0779289448  0.036156745  0.065245288  0.2521299836 -0.074970311
# V48 -0.1320892240 -0.049659340  0.055024693 -0.0125846903 -0.114291271
# V49  0.1298068942  0.011098371  0.141228453 -0.1094425811 -0.063945004
# V50 -0.1798537955 -0.052206357 -0.218692140 -0.1036572726  0.071381257
# V51  0.0328344978 -0.156043001  0.021532992 -0.0046674433 -0.070270318
# V52  0.1021223215  0.068911199  0.010493157 -0.0041718812  0.086853838
# V53 -0.0234167246 -0.158486646  0.009910401 -0.0452340990  0.246431964
# V54 -0.0268387137  0.041580733  0.002171835  0.0327364995 -0.168785281
# V55  0.0744278974 -0.095237820 -0.124590760  0.1188780201  0.110658492
# V56 -0.2048426446  0.109555847 -0.064316484 -0.1133364462  0.195459851
# V57  0.0821048189  0.212003924 -0.001021501  0.0373409939 -0.045246812
# V58  0.0821905281  0.001627597  0.078067914 -0.0056279145  0.179772106
# V59 -0.0430815337  0.271896947  0.167647593 -0.1042353600 -0.014719922
# V60  0.0519547164 -0.034196498  0.013870925  0.0496172431 -0.189568542
# V61  0.0827583981  0.160991701 -0.187078143  0.0723163441  0.156033374
# V62  0.1209155265  0.131228460 -0.108025740 -0.0103455348  0.045448072
# V63  0.0173482318 -0.076028383  0.195962867 -0.0158562993 -0.166869996
# V64 -0.1134507728  0.038389667 -0.065793106  0.1810417896  0.012396787
# V65  0.0916658761 -0.028708729  0.064836017 -0.0933625858  0.075016982
# V66  0.1586787040 -0.097681420  0.083155998 -0.0859347106 -0.072694804
# V67  0.3089373161  0.067202241 -0.004244127 -0.1306682199  0.101400743
# V68 -0.0769031930 -0.147420621 -0.057644111 -0.0355462149 -0.121896742
# V69 -0.0002504009  0.065915095  0.080453693 -0.2470394364 -0.043357549
# V70 -0.0104703355  0.133295225  0.017996385  0.0573284003  0.091680550
#             PC46          PC47          PC48         PC49         PC50
# V1  -0.008146005  0.2866922655  0.2202278277 -0.062005481 -0.214899826
# V2  -0.060056331 -0.0980609906 -0.0835204539  0.035793958 -0.176732928
# V3   0.029887062  0.2996303605 -0.1250854380 -0.013299054 -0.087040230
# V4   0.227026100 -0.1070160365  0.2344730013 -0.236741335  0.016092042
# V5  -0.075044251  0.0293615231 -0.2774845743 -0.029251722 -0.010534253
# V6   0.100924239  0.0172828973  0.0713335191 -0.008103412  0.041339499
# V7  -0.043278055  0.1971106605  0.0073138501 -0.204490691 -0.074772252
# V8   0.089819285  0.0498912935 -0.0784779163  0.085384073  0.118029200
# V9   0.081971588 -0.1318774073  0.1841239417  0.145294242  0.054986181
# V10  0.234021793 -0.0999790150  0.0284975628 -0.136412608  0.060807772
# V11 -0.054069581 -0.0160254310 -0.0132904053 -0.050482246 -0.219331492
# V12  0.143361210 -0.0192898510 -0.0539371597  0.036814128  0.043349486
# V13  0.007817569 -0.1383173104 -0.0004370821  0.142593209 -0.130547688
# V14 -0.128101624 -0.0397041286  0.1283381049  0.106441947  0.037981499
# V15 -0.026815229  0.1285218850 -0.1022943728  0.026731398  0.150138400
# V16 -0.055790260 -0.0544243688  0.0409048847  0.066246133  0.234804071
# V17 -0.225773252  0.0234370630 -0.0004023260 -0.003060659  0.081944072
# V18 -0.039330477 -0.1304576463 -0.2110369464 -0.127512586 -0.214073913
# V19 -0.054772226  0.1146674170  0.0600167709  0.196688933 -0.104003295
# V20 -0.096271785  0.1677182912 -0.0199908959  0.055316475  0.162498053
# V21 -0.078810838 -0.0874406212 -0.0925419418 -0.088701766 -0.053338882
# V22  0.188919638 -0.0284619131 -0.0839590705 -0.000525182 -0.279911497
# V23 -0.057076032 -0.0868348723 -0.0379244476 -0.008155690  0.004427657
# V24  0.070904233 -0.0143865671 -0.0846910728 -0.018673073 -0.006178991
# V25  0.095802783 -0.0625856833 -0.1220587472  0.071330418 -0.065219476
# V26  0.009974218 -0.0023026203 -0.0153471600  0.208002716 -0.076871855
# V27  0.096581399 -0.0069923200 -0.1366399051 -0.010366560 -0.012376292
# V28 -0.053891395 -0.0455451283 -0.1107244274 -0.156330891 -0.093167600
# V29 -0.044616928 -0.0722112257 -0.2868812710 -0.222387816  0.073898476
# V30 -0.090952817  0.1583298229  0.0176522033 -0.068834299  0.071057540
# V31  0.139280337  0.2081022745 -0.2554710652 -0.065463419  0.002250290
# V32 -0.219423751 -0.1063237929  0.0246172289  0.220220100  0.124031104
# V33 -0.005656585  0.0614662895 -0.0825590994  0.039996663 -0.064762587
# V34 -0.246779844 -0.0379425779  0.1453811613 -0.033029932  0.059426033
# V35 -0.239534669  0.0650605552 -0.0900361085 -0.055329647 -0.013662020
# V36  0.061932263  0.1915115342  0.0326911246  0.198220975  0.179419224
# V37  0.111762213 -0.0212988597 -0.1278909961  0.050120106 -0.102480472
# V38  0.067334462  0.0272392465 -0.0604386959  0.080798446 -0.048789425
# V39  0.041292793  0.1107286574 -0.0196904778  0.059530422  0.007028872
# V40 -0.088809503 -0.0561309922  0.0590704680 -0.054923360 -0.125872106
# V41  0.039145623 -0.1410923127  0.0898252445 -0.153753067 -0.036183541
# V42  0.197678584  0.0784743131 -0.0615207584 -0.051703733 -0.206179588
# V43 -0.041785435 -0.0378119076 -0.0644127665  0.043370293 -0.016931596
# V44 -0.045007198  0.1301620123  0.0828274168 -0.086962311  0.009110276
# V45  0.162124623  0.1660271897  0.1045146380  0.185343447 -0.267774200
# V46 -0.016299605  0.2002543075  0.2234100270 -0.126022716 -0.021153586
# V47 -0.212514476  0.1321680396 -0.0883218289  0.003533042  0.095164922
# V48 -0.048518527 -0.0797539460  0.0002488000 -0.049097443 -0.107548926
# V49 -0.056279652 -0.0686387293 -0.0214253543 -0.087053576 -0.058329095
# V50 -0.211389477  0.0775591478 -0.0876673642 -0.202923459  0.066053966
# V51  0.070362870  0.2256391361 -0.0108250927 -0.172993814  0.141077776
# V52 -0.299825875  0.0003486903 -0.0637872929  0.003739866 -0.081057313
# V53 -0.065192882 -0.0451368251  0.2028809959  0.040064831 -0.007854467
# V54  0.284231989 -0.0140599221  0.1623249246 -0.082024176  0.400203005
# V55  0.019938456  0.1571785366  0.2596461953 -0.126795388 -0.186189804
# V56  0.032868411  0.0887080663 -0.1911532690  0.051940122  0.168487540
# V57 -0.138656265 -0.0589639440  0.0770164014  0.005125462 -0.023441417
# V58  0.086012928 -0.0553919257 -0.1785601464  0.104630007  0.009091079
# V59  0.007588724  0.2343085821  0.0307118199  0.133301904 -0.053089388
# V60 -0.039391628  0.0568383704 -0.0183404677  0.344012081 -0.023693199
# V61  0.085547164  0.1031940260  0.0704300246 -0.087397977 -0.047343580
# V62  0.034447427 -0.1649602793 -0.0322331457 -0.118041341  0.128879180
# V63 -0.076513809 -0.1032356727  0.0646873603  0.199527776 -0.102232582
# V64  0.008118487 -0.0862145544 -0.0088476468 -0.052688917 -0.133369164
# V65 -0.056160110  0.1541093273 -0.0617376428 -0.105235103  0.033936876
# V66 -0.058377326 -0.0201707198  0.0576866403 -0.014682326  0.009056447
# V67  0.096303191  0.1076145574 -0.1792473965 -0.076178191  0.066545910
# V68 -0.087573664 -0.2124422041  0.1096789710 -0.236287470 -0.005175050
# V69 -0.182278278  0.1834426699  0.1006204865 -0.135603468 -0.043560759
# V70 -0.052565039 -0.0002747600  0.0692479127 -0.068081767 -0.050787611
#             PC51          PC52         PC53          PC54         PC55
# V1  -0.119462591  0.1499228337  0.069506280  0.1906175274 -0.073670378
# V2   0.225984190  0.1107078990  0.024550053 -0.2910564673 -0.100260057
# V3   0.129039679 -0.0640912557  0.145664980  0.2841299776 -0.082541405
# V4   0.122019043  0.0841555919 -0.156041484 -0.0188086672 -0.040716148
# V5   0.031811366 -0.1520695582  0.042675934  0.2104790395 -0.135092984
# V6  -0.121399599  0.2241177340 -0.089080383  0.0160179777  0.055819094
# V7  -0.077000240  0.1690777759 -0.191699222 -0.0686659906  0.190227321
# V8   0.052596693 -0.2835450947  0.049430044 -0.0206230744 -0.082013710
# V9   0.141558797 -0.1350121830 -0.073898375 -0.1839325734  0.016143851
# V10  0.008161983 -0.2491302338 -0.202846178  0.1553168989  0.097973639
# V11  0.230458940 -0.1447541916 -0.087646817 -0.0305714712 -0.049306354
# V12 -0.064931700  0.1624702945  0.050931368 -0.1812320226 -0.223688621
# V13 -0.367927447 -0.1627838622 -0.098804001  0.0886786715  0.089820090
# V14 -0.151424529  0.0145512267  0.162757813  0.0626953108 -0.107110086
# V15 -0.097850845 -0.0043936341  0.366401936 -0.1094641669  0.225787084
# V16  0.241822658  0.1559980567  0.040125430 -0.0185506051  0.188260195
# V17 -0.026445123 -0.0314024680  0.005621288 -0.1266801177 -0.376691503
# V18 -0.002611867 -0.1009083846  0.017675687  0.0158116671  0.188165300
# V19  0.150815897  0.0306416818  0.261167916  0.1126640446  0.034885600
# V20 -0.154116305 -0.0007441022 -0.178327292 -0.1191521803  0.212181769
# V21 -0.180697407  0.0471964016 -0.058579214  0.1279729709  0.067532425
# V22  0.054970141 -0.0589205286 -0.018967191 -0.2015796409 -0.116525621
# V23  0.052652870 -0.0751957714  0.133708379 -0.0198320992 -0.012374923
# V24 -0.045023538  0.0206841655 -0.086095402  0.0908969762 -0.056795753
# V25 -0.021066304  0.0959504519  0.025558154  0.0982142230  0.076823762
# V26  0.230549928  0.0633230140  0.063396317  0.1540359449 -0.093809122
# V27  0.099433445  0.0142622347 -0.095432041  0.0865322496  0.025073354
# V28 -0.085656192 -0.1773270309  0.032311812  0.0000404644 -0.284992648
# V29 -0.085524323  0.0946804675 -0.002932594 -0.1477996944  0.011979090
# V30  0.130141304  0.0757601281  0.037106831  0.0263418123 -0.050103833
# V31  0.049056593 -0.0258837197 -0.223536699 -0.0785124880  0.026297127
# V32  0.163451302  0.0642190428 -0.156194079  0.0367838942 -0.078480090
# V33  0.158872054 -0.1005788334  0.054201855 -0.0487501836  0.076823507
# V34  0.149174623  0.0056827531 -0.078176982 -0.1917764915 -0.051631970
# V35  0.053368602 -0.1593615340 -0.133738963  0.0104820549  0.209154608
# V36 -0.077897318 -0.0150025282 -0.133260191  0.0379613161 -0.038509246
# V37  0.036308183  0.0706731255 -0.046372691 -0.0964795412 -0.116765400
# V38  0.001792008  0.1233456510 -0.015149195 -0.0064176245  0.084701600
# V39  0.019924830 -0.0284926270  0.060591709 -0.0852117832 -0.075938047
# V40 -0.022940917  0.0752044876  0.064461795 -0.0124534025  0.263648164
# V41  0.207000658  0.0202507068 -0.053183557  0.2045555532 -0.045483914
# V42  0.087460946  0.0338083756  0.036659067  0.0126022535  0.087082043
# V43  0.025992578  0.0872645133  0.021773731  0.0511562126  0.082185079
# V44 -0.046721536  0.0471000882  0.055382095 -0.1858022166  0.032069686
# V45 -0.079926540  0.0770202510  0.037208084 -0.2620773483  0.027784151
# V46 -0.023049489  0.0809450537 -0.056398793  0.2047214731 -0.020332449
# V47  0.151829277 -0.0246406954  0.024619402 -0.0805913075 -0.009509923
# V48  0.085266890  0.1773995866  0.058199139  0.0126501270  0.041979209
# V49 -0.050426816 -0.0791490570  0.036545022 -0.0203485876  0.040391456
# V50 -0.063578737  0.1652190006  0.073273335  0.0454646872 -0.065551872
# V51  0.148320765  0.0732986022  0.006835147 -0.0030812841  0.022646699
# V52  0.023136267 -0.1304198889 -0.198475844  0.0464196632  0.184729231
# V53 -0.028195983 -0.0565402529 -0.064179723 -0.0103971331 -0.018878163
# V54  0.026250397 -0.2149740395  0.188997011  0.0009898614  0.077453885
# V55  0.007188966 -0.0737131153 -0.080815216 -0.1701421652 -0.030450909
# V56 -0.147783328  0.0182775668  0.066150547 -0.2386640010  0.009068959
# V57 -0.059839541  0.1047813688 -0.008624017 -0.0002136671 -0.005031936
# V58 -0.123929120  0.0818279463 -0.078459076  0.0057918335 -0.123158623
# V59 -0.077900564 -0.0580449718 -0.145200887  0.1241869976 -0.149443061
# V60 -0.024423203 -0.0070484729 -0.150276739  0.0661063986 -0.038470484
# V61 -0.015576557 -0.1681439977  0.192967007  0.0021093707  0.056023992
# V62  0.068867277  0.3851365430 -0.107503262  0.1380207400 -0.125491154
# V63 -0.055851168  0.0723476116  0.185452115  0.1213725940  0.052648927
# V64 -0.049057880  0.1073406950  0.294946324 -0.0463856745  0.142794417
# V65 -0.135409474  0.0493341883  0.059726784  0.0645830499 -0.161188736
# V66 -0.255499458 -0.0107650558 -0.101039878 -0.0275107620 -0.105626593
# V67  0.081476088  0.0629389861  0.056149690  0.0125503202 -0.104533157
# V68 -0.124782412 -0.1426425463  0.213793661  0.0486523187 -0.177519860
# V69  0.111754203 -0.1834152954 -0.015727115 -0.0791333255 -0.008493182
# V70 -0.082700690 -0.0175453440 -0.004748530 -0.1963103600 -0.115648398
#             PC56         PC57          PC58          PC59         PC60
# V1  -0.159629051 -0.079783526  0.1483244814  0.0379646863  0.224088254
# V2  -0.256355644  0.214349276 -0.0438973975 -0.1564391556  0.149315375
# V3  -0.039641044  0.040045712 -0.1293943386 -0.0318315387  0.004752058
# V4   0.145494142  0.049291124 -0.1196034188  0.1682091139 -0.160640886
# V5   0.101699931  0.184616945 -0.1864908078  0.2341343014  0.133720670
# V6   0.068312620  0.013727478 -0.0461437795  0.1980118764 -0.068566826
# V7   0.036831551 -0.209010630 -0.0401302682 -0.0406727269 -0.086033623
# V8   0.268090016 -0.045326317 -0.0871678626  0.0765098465 -0.005431765
# V9  -0.115377981 -0.096126530 -0.0624611018 -0.0694887084  0.055814160
# V10 -0.046890177 -0.104880646  0.2541173210 -0.0930368667  0.056335157
# V11 -0.188672452  0.108751750 -0.0780056965 -0.0580800948 -0.325220304
# V12  0.128797326 -0.154373769 -0.1211368551 -0.1430448151  0.243955362
# V13  0.029171204  0.172269359 -0.0085498659 -0.2547401835 -0.281200569
# V14  0.184716166 -0.181270778  0.1059755476 -0.2075375708 -0.029758018
# V15 -0.248240764  0.026332012 -0.0213047039  0.0482474767 -0.105168889
# V16 -0.073046192  0.086618729  0.1273729978 -0.0040459354 -0.089345300
# V17  0.100164668 -0.065693273  0.3008983670 -0.0595366855  0.109768372
# V18  0.001774996 -0.110748836  0.2089561006  0.1504655814  0.253959576
# V19 -0.058747941  0.044744113  0.0567390387 -0.0090954553 -0.070552953
# V20  0.101223813  0.097114142 -0.1949462428 -0.0084152479  0.033842434
# V21 -0.017376109 -0.051294342  0.0069873092 -0.1136835212 -0.019741708
# V22  0.166884736 -0.059406558 -0.0165573060  0.1199693896  0.058205263
# V23  0.058093805  0.252928259  0.0099383717  0.1876567721  0.029190590
# V24  0.133536245  0.080685281  0.1913610649  0.0538174460 -0.209806939
# V25 -0.080103336  0.052313832  0.1102422265  0.1816270998 -0.050840747
# V26  0.096913745 -0.285895157 -0.1304764540  0.0702553938 -0.144310059
# V27  0.215487806  0.181211723 -0.0148408879 -0.0263888315 -0.061889629
# V28 -0.059864739 -0.092940863  0.1546033389 -0.0200591047 -0.122467800
# V29 -0.070393147 -0.080931596  0.0129090556 -0.1370695863 -0.167953832
# V30 -0.000307783  0.217375185  0.1086618264 -0.0023125495  0.028815881
# V31 -0.094482080  0.114433374 -0.0386773307 -0.0929473336  0.045516656
# V32  0.014444991 -0.102787314 -0.0478076336 -0.0445066208  0.011010748
# V33  0.023800429 -0.057266016 -0.1637279990 -0.2531439007  0.154388838
# V34  0.083859547  0.041581093 -0.0113381026 -0.0839046780  0.045073908
# V35  0.052541327 -0.163109167 -0.0473475970 -0.0419671293 -0.089069270
# V36 -0.108677583  0.162404282  0.0934516844  0.0380379298 -0.012165554
# V37  0.012033256 -0.132827145 -0.0124500215 -0.0081864262 -0.079527654
# V38  0.082829257  0.166608279  0.2146314211 -0.1806942300  0.197059894
# V39  0.054651298 -0.029490217  0.1124612736  0.0463480113 -0.048618447
# V40  0.235642180 -0.044179749 -0.2211964327 -0.0126281948  0.156941096
# V41 -0.002300336 -0.012908534  0.0339744789 -0.0025001912 -0.112692020
# V42  0.082073315  0.086441805  0.1595618565 -0.1893623401  0.130194572
# V43  0.098397674 -0.048901926  0.0286683249  0.0565529908  0.094812668
# V44  0.339173869  0.103054387  0.0185802925  0.0430525026 -0.003748803
# V45  0.015470007 -0.017828767  0.0576271564  0.0284954305 -0.169571196
# V46  0.072869953  0.029534531  0.0963570993 -0.2468291042 -0.022618566
# V47  0.020191062 -0.170244157  0.0948743732 -0.0146805188 -0.214989922
# V48 -0.060153839 -0.067883619 -0.0305049166  0.0002567407 -0.147426885
# V49  0.024138076  0.161670517 -0.1001148512 -0.2855482157 -0.066542005
# V50 -0.065239696  0.005976228 -0.0739658970  0.0855719254 -0.065359779
# V51  0.059393780  0.049621334  0.1082540858  0.0979298742 -0.014988014
# V52  0.036782761 -0.114402516  0.0567696969  0.2019729974  0.178287360
# V53 -0.072716119  0.111500843 -0.1130099384  0.1288246641  0.145075158
# V54 -0.008141253 -0.043911963 -0.0217164936 -0.0410434503  0.028661838
# V55 -0.107783871 -0.075032841 -0.0654767212  0.2328754209 -0.121863965
# V56 -0.016981804 -0.043517973  0.0699023056  0.1252855026 -0.037747246
# V57 -0.084053801  0.126128683  0.2531392388  0.1305780727  0.013877388
# V58 -0.180085659  0.073781397 -0.1418898094  0.1220872449 -0.032866882
# V59 -0.023143457  0.036617002 -0.2251796266  0.0219039586  0.100681670
# V60  0.172481600  0.160983067  0.0987630503 -0.0385086850 -0.114767626
# V61 -0.132508327 -0.110312750 -0.1078514663 -0.1046842622  0.062064910
# V62 -0.002915968  0.071736190 -0.1819374754 -0.1136835451  0.075004911
# V63  0.082942386 -0.083675875 -0.0805508997  0.0504932483 -0.103132577
# V64  0.235190637  0.151539761 -0.0293323497  0.0157252225 -0.087753333
# V65 -0.055136862 -0.038632076 -0.2024785627 -0.1412732648 -0.051551553
# V66 -0.053845800 -0.051578733 -0.0729621649  0.0999841463  0.028218923
# V67  0.206413489 -0.142211493  0.0629313858  0.0029923780 -0.118008817
# V68  0.025800126  0.152133101 -0.0561221438  0.0564649229  0.016761079
# V69  0.132779064  0.205232535 -0.0332389121 -0.0444789082 -0.066849053
# V70  0.055610904  0.134773494  0.0003926517 -0.0028406094 -0.030511484
#              PC61          PC62          PC63         PC64         PC65
# V1   8.269215e-02 -0.2078496199 -0.0927821784 -0.306915993  0.004990345
# V2  -1.588410e-02 -0.1769087462 -0.0705041290 -0.096143419 -0.084007771
# V3   2.226097e-01 -0.1121728672 -0.0168657090  0.055747632 -0.141685620
# V4  -6.045253e-02 -0.2089869376 -0.1565931921 -0.006046528  0.279517102
# V5  -4.782342e-02 -0.0535235010  0.1117874862 -0.181010611 -0.040550252
# V6  -1.305643e-01 -0.0734158956  0.2348398858  0.101249398 -0.030438159
# V7  -5.624622e-02  0.3564127863 -0.1925546222  0.109144425 -0.088254707
# V8  -7.857140e-02 -0.0282151477 -0.0721718010  0.117902765  0.148206524
# V9   1.376521e-01  0.0652811207  0.2727933999  0.065890323  0.141152303
# V10 -5.505290e-02 -0.1719452649 -0.1469636733 -0.121467875  0.069189777
# V11  2.607467e-01  0.0504489639  0.0131184573  0.280391505 -0.018849628
# V12 -2.970599e-02  0.2918700032  0.1816695611 -0.082982233 -0.203952023
# V13 -2.213980e-01 -0.1168262426  0.0685126011 -0.067623328 -0.089186191
# V14  7.644512e-02 -0.0483563641 -0.1076936925  0.099169042 -0.116437963
# V15  1.133863e-01  0.0337369639  0.1107850389  0.011975625  0.142410882
# V16 -2.377668e-01  0.0871026939  0.1112316413 -0.169761014  0.044053547
# V17  1.688203e-02 -0.0114653930 -0.0249689596  0.078246910  0.347481026
# V18  2.899299e-02  0.1669378865  0.0625056558  0.030329520 -0.083526132
# V19 -4.019176e-01  0.1215802642 -0.1627826627  0.095079406  0.051911715
# V20  2.440372e-01 -0.1090621208 -0.1612121348 -0.008662063 -0.128820732
# V21  1.614064e-02 -0.1783571908  0.1952789659 -0.035324840  0.074696170
# V22  8.847909e-02 -0.1228020868  0.2406045266  0.229421361  0.006479821
# V23 -5.538292e-02 -0.0344642605 -0.1324843815  0.066416537 -0.234117746
# V24  1.576018e-01  0.0049123964 -0.0561832759  0.025915995 -0.024163963
# V25  1.232391e-01 -0.0177170585 -0.1049535284  0.064715572 -0.054123048
# V26 -1.760653e-02 -0.0702075134 -0.0774360847 -0.027340746  0.037072540
# V27 -8.477986e-05  0.1541600086  0.0185502972 -0.053166795  0.116803959
# V28 -1.419162e-01  0.0925212422 -0.0415656361  0.054700307 -0.093260850
# V29  1.954199e-02 -0.0292709441  0.0089972487 -0.071490157  0.028808965
# V30  4.962357e-02  0.1222500741 -0.1538181406  0.088201967  0.057092715
# V31 -1.398106e-01 -0.1293106589  0.0273781340 -0.012618168 -0.039405995
# V32  1.005846e-01 -0.1108184003  0.1100012690 -0.201882488 -0.106240436
# V33 -1.815368e-01  0.0105045440 -0.1486838895 -0.010668244  0.056261939
# V34  6.401844e-02 -0.2142858440 -0.1524033240 -0.022299137 -0.151393162
# V35  3.260628e-02 -0.0351684940  0.0001744832 -0.238821115 -0.046319704
# V36  6.771132e-02  0.0131219684  0.0140453403  0.088447434  0.116521748
# V37  2.741379e-03 -0.1461918957  0.0370314859  0.012731159 -0.099815835
# V38 -2.493186e-02 -0.0970547741  0.0615549206  0.097110072  0.094949459
# V39 -8.256506e-02 -0.1515180774  0.1064402484 -0.150608640 -0.092899661
# V40 -2.098203e-01 -0.2645436991 -0.0228689410  0.185245460  0.067356338
# V41  3.221568e-02  0.1192180223  0.0269591577 -0.194029952  0.009208988
# V42  1.248780e-01 -0.0298203767  0.0296940659 -0.060699467  0.071461479
# V43  6.041257e-02 -0.0392555968 -0.1973614331  0.032490511 -0.055309419
# V44  4.663233e-02  0.0329406718 -0.0037295985 -0.050854796 -0.014432401
# V45  3.104719e-02 -0.0019060014  0.0920911907 -0.084270154  0.074014609
# V46 -4.777662e-03  0.0320055916  0.2166491156  0.131494329 -0.019614803
# V47  1.680694e-02 -0.0877437752  0.0786497773  0.037024150  0.051689273
# V48 -1.077218e-03 -0.1579525173  0.1275453284 -0.112759990  0.015415943
# V49  2.588894e-01  0.0997080234 -0.0058315832 -0.083262564  0.071401794
# V50 -6.503125e-02 -0.0067329769  0.2374358102 -0.048093109  0.174394463
# V51  7.555674e-02 -0.0597382007  0.1580050096  0.051776329 -0.117284631
# V52  2.654001e-02  0.0853245112  0.1686522817  0.151236549  0.032864724
# V53  1.138205e-01  0.1189940074  0.0633133151 -0.107313851  0.055498506
# V54  3.994909e-02 -0.0744627462  0.1438987876  0.028765685 -0.308906100
# V55 -4.616145e-02  0.0798218317 -0.1150281739 -0.076195958 -0.171162780
# V56  1.029534e-01 -0.1563023050 -0.2308498161 -0.025066742  0.200069048
# V57 -5.466940e-02 -0.1450590982  0.1062387418  0.209252717 -0.244571695
# V58 -1.718188e-01  0.0553931059 -0.0254041910 -0.034154427  0.013831439
# V59  3.706804e-02  0.0347689675  0.0811985602 -0.121403675  0.152384659
# V60  2.140320e-02  0.1759272047 -0.0016299688 -0.030235897 -0.103324984
# V61 -1.502057e-02  0.0765623328 -0.0113040099  0.046859134  0.103037655
# V62  6.115566e-02  0.0696963211 -0.0835765208  0.178177504  0.018060965
# V63  1.601945e-01 -0.0689537466  0.0265587203  0.043353091 -0.006887204
# V64  1.285338e-01  0.1032353676  0.0312932785 -0.187654039  0.104125729
# V65 -8.965786e-02 -0.1294397331 -0.0023273765  0.241518377 -0.105694768
# V66 -6.776340e-03  0.0248666263 -0.0441902771 -0.038977836  0.109673450
# V67  3.150505e-03  0.0323270063  0.0284116556 -0.201219147 -0.110511550
# V68  6.776480e-02 -0.0005636793 -0.0169990659 -0.034282772  0.036004504
# V69 -2.135180e-01 -0.0351167337  0.1934841865 -0.005701445  0.061816550
# V70 -8.918864e-02  0.0759554175 -0.0476091395 -0.186148426 -0.186455710
#              PC66          PC67          PC68          PC69          PC70
# V1   0.0167522779  0.0913316149  0.0679982989 -0.1077315947  0.2719865899
# V2  -0.2259476572 -0.0898740544  0.1269110995  0.1345132879 -0.0372831840
# V3   0.0629388102  0.1476949281  0.0099836043 -0.0208794074 -0.0142330003
# V4  -0.1970258623  0.1610400150  0.1817647330  0.1124894364 -0.0868227541
# V5  -0.1156346127 -0.1722461257 -0.0759206773  0.1305229542 -0.1766127404
# V6   0.2115375591  0.0245606558 -0.2572950895  0.1146141304  0.1979504489
# V7  -0.0343132555 -0.0275708286 -0.0172887533  0.2395552591 -0.1315621176
# V8   0.0984807721 -0.3858525963  0.2395566086  0.0239236323  0.2630397139
# V9   0.1480516396 -0.1649485067 -0.0663008675 -0.0351786543 -0.1017162119
# V10 -0.1077654025 -0.0362313421 -0.2170551530 -0.1878923518 -0.2139503585
# V11 -0.1771320479  0.0413961068 -0.2197418177 -0.0774625164  0.1359849884
# V12 -0.1260068704  0.1231517023  0.0428444512 -0.2553643695 -0.1240932803
# V13  0.1912477972  0.0809860500  0.1322483657 -0.0916609833 -0.0636594202
# V14 -0.2026663520 -0.1124558549 -0.1763515724  0.3355334284  0.1440756396
# V15  0.0497460565 -0.1036593373  0.2007023134  0.1627765240 -0.1674370594
# V16 -0.0759148585 -0.0143678727  0.0927823306 -0.1903790555  0.2397729140
# V17  0.2222740580  0.2485331710 -0.0320248611  0.1190585931  0.0125907309
# V18  0.0353514565 -0.0797360928 -0.1362228321  0.0187586315  0.1375593517
# V19 -0.1099176307  0.0574837970 -0.0773986579 -0.1137031753 -0.2953636805
# V20  0.0837181109  0.1398430108 -0.0265018728 -0.3154482499 -0.0550234986
# V21 -0.1514233559 -0.1691816786  0.1863719134 -0.0058641607  0.0574168811
# V22 -0.0323419344  0.0868309505  0.0902050989 -0.0419488561 -0.1203267629
# V23 -0.0258578308  0.2057335001 -0.0049125595  0.1441686146  0.0680004552
# V24 -0.0464304833 -0.0141405509  0.0959803712  0.1789885801  0.0626355679
# V25  0.1431157568 -0.0965637598  0.1671143826 -0.0270992268 -0.1606134482
# V26  0.0022694559  0.0244961481  0.0236199365 -0.0861983126  0.0709177741
# V27  0.0490664382 -0.0814744267 -0.1782541495 -0.0311875039 -0.0196426258
# V28 -0.0038858965 -0.0955579068  0.0946187962 -0.1186073854  0.0069950844
# V29  0.1353611924  0.2468527449  0.0300966655  0.1882566796 -0.0671288513
# V30  0.1626265242 -0.1503033922 -0.0730338529 -0.0312158629  0.0007282594
# V31  0.0582901943 -0.0006172152  0.0251098425  0.0473779453  0.1982222027
# V32  0.0464433886 -0.0111117354  0.0658180725  0.0755888693 -0.0131815763
# V33  0.2218010986  0.0613255664  0.0987573044  0.0449221959 -0.0046776722
# V34  0.1952146535 -0.2376219953  0.0040540236  0.0251107112 -0.2362887645
# V35 -0.0736599918 -0.1418342434  0.0052778896  0.1271900410 -0.0839687019
# V36 -0.0941441138 -0.0058481526  0.1602443140  0.0144580826 -0.0886607929
# V37  0.0309379776  0.0175291858  0.0730532352  0.0023443910  0.0132593324
# V38 -0.1208394568 -0.1594545086 -0.2695403602 -0.0099439239 -0.1201668880
# V39  0.0855701870  0.0323176939 -0.1154920928 -0.0407604661  0.0009448925
# V40 -0.0068887234 -0.0276671813 -0.0190628274 -0.0012442299  0.0392683083
# V41  0.1701870587 -0.0547326669  0.0616674424 -0.0746676357 -0.0097650091
# V42  0.1751006429 -0.0151538933  0.1809268240  0.0575018384 -0.0456865588
# V43  0.0618464934 -0.0537812519  0.0395451236 -0.0103910261  0.1666678140
# V44 -0.2517019097  0.0340171972  0.1981846269 -0.1100300424  0.0187811535
# V45  0.0747280613 -0.1577597394 -0.0353465928  0.0007024945  0.0635097554
# V46 -0.0830734271 -0.1718862954  0.0746059920  0.0139453309 -0.0739114211
# V47  0.0146628850 -0.0666535563 -0.0222779294 -0.1774699697  0.0936909455
# V48  0.0273678539  0.0056562342 -0.2419277839 -0.0151913952 -0.0228942690
# V49 -0.1557375940 -0.0029157176 -0.0316563069 -0.1070987776  0.1927629179
# V50 -0.0186908598  0.0348168966  0.0451732051  0.0127989255 -0.0649401555
# V51  0.0617463402 -0.0901006609  0.0008407793 -0.0830884749 -0.0475254527
# V52 -0.0007613936  0.1357067231  0.1103349815 -0.1596692748  0.0164390858
# V53 -0.1783526773  0.0437614645  0.0008943828  0.0960265406  0.0479809716
# V54  0.0246714671  0.0759389972 -0.0782213048  0.1535230882  0.0454120177
# V55  0.1402590923 -0.1256311076  0.0106916628 -0.0255975894 -0.0652576617
# V56 -0.1206582302 -0.0533404090 -0.2426960468 -0.1952083532  0.0190158007
# V57 -0.0461804179 -0.1311642434  0.1255981597 -0.0300859603 -0.0576428407
# V58 -0.0724688757 -0.1411813012 -0.0647635998 -0.0201076812  0.1691674571
# V59  0.0850673301 -0.0359324225 -0.1742870988  0.2035233180 -0.1344561429
# V60  0.0207919175  0.1141056272  0.0953702310 -0.0181794918  0.0269936283
# V61 -0.0647481260 -0.0635161638  0.1034194414 -0.0505621819  0.1824570739
# V62  0.1286244679 -0.1624292371  0.0405165860 -0.0998872041  0.0839163387
# V63 -0.0377345824 -0.0086623285 -0.0347110575 -0.0493617636 -0.0882092525
# V64  0.1453425209 -0.0353923890 -0.0935207920 -0.0266604573 -0.0375080864
# V65  0.0290635941 -0.0621900884 -0.0744792535 -0.1613863005 -0.0483986843
# V66 -0.0726910043 -0.1934643110  0.0271590048 -0.0828463817 -0.0832529493
# V67 -0.2035679375 -0.0846435167  0.0294388435 -0.0562526576 -0.1341134567
# V68  0.1578258735 -0.0296145337 -0.0051433743 -0.2092579276 -0.0735991633
# V69 -0.0577282954  0.1229241483 -0.0936475366  0.0061724859  0.0835674732
# V70  0.0803042155 -0.1597919969 -0.1007897765  0.0199334793  0.1411097563
# 
# $variates
#             PC1         PC2         PC3         PC4         PC5         PC6
# 1  -4.902107839 -0.69059538 -0.36242691 -0.89992381 -2.51001939  0.39544177
# 2  -3.302247339  0.19953036  0.62821253 -2.39529654 -0.07107029  0.43998903
# 3  -3.240355313 -1.22425600 -0.75787808  1.70843879  1.41591419 -0.60211840
# 4   2.559589424  0.98604045  0.85669621 -0.35459282 -0.31001609  2.37735347
# 5  -2.821676982 -0.53741365  1.29803584  3.82765928  1.29290383 -1.06122983
# 6  -3.219137966  2.02353367 -0.42252978  0.10703230 -0.81530352 -0.36131749
# 7   3.267473013  0.86263282  0.14679431 -0.01760870  0.81602164  0.05694464
# 8   6.331226718 -2.51066899 -4.07738941  1.65015769 -0.18264438  1.18627133
# 9  -2.621242557  0.57708623 -1.60524053 -2.69245706  3.20364275  3.53942595
# 10  4.465926948  1.70003902 -2.63538370 -1.42582634  0.38241016 -0.69276095
# 11 -1.491367696 -1.51908283 -0.13233173  3.28563023 -2.25558532  1.42095250
# 12  1.860885493 -1.43957190  1.77760448 -0.48658829  1.71464863 -0.11685270
# 13  4.266270347 -1.25123372  5.11819563 -0.09683329 -0.91320537 -0.47018731
# 14 -3.497840736  0.89375347  1.13558100  0.35492258  1.29847675  0.86908084
# 15  1.896602328 -2.91870522  2.62466117 -0.87207023 -1.65200880  0.11911882
# 16 -6.657222975 -0.63997608  2.86571164 -1.28716855  2.37666527  3.32557902
# 17  1.579500023  4.18481764 -0.52803511 -0.52677858 -1.32618894  2.29410086
# 18 -0.963612961  0.70542498  1.68374418 -2.05479668 -0.32454227  0.37179612
# 19  2.492037247 -0.24382666  0.11065489 -2.39706093 -1.37654012 -1.83785955
# 20 -1.907115755  1.78577218  2.30885433  0.03360909  0.31631474  1.72472627
# 21  0.026206958  2.76327243  1.41817406 -1.02172101  0.17331736 -0.27590862
# 22  2.468992578 -1.78953506  1.71183548  2.30436416  0.65020045 -0.21230331
# 23 -0.055324729  2.70427711 -1.63489109 -1.23075939 -0.21336809  0.46134686
# 24 -4.428902876  0.32195457 -0.22015000  2.11248143 -0.59745040 -1.72134232
# 25  5.416221267 -0.90522128 -0.86904724 -3.69253233  0.86087555 -2.11716117
# 26  5.023811204 -0.13070722  1.90489572  1.13614019  1.15737753 -2.03742457
# 27  5.795266839  1.67005046  1.12864725  0.87139879 -0.06995635 -1.47905866
# 28  3.710668139 -0.93455906 -1.55702337  3.22225241 -1.14220405 -1.38337599
# 29  3.685357809 -0.07268059  1.37115467 -0.28380452  0.97908915 -3.67257112
# 30  0.197506397 -2.72859808  1.33345329 -0.23571106  0.07268522  1.48229705
# 31  7.819984995 -1.17742309 -2.92902438  0.90826082 -0.90406793  1.03865117
# 32 -1.360346670 -1.34970830  2.47078215 -0.04046948  3.38856250  0.98964093
# 33  3.585775565  1.22197183  2.57884741  0.13730965 -3.25954650 -0.99537832
# 34 -2.661953701  0.01196622 -0.88587453  0.28008282 -0.82913975  1.97845361
# 35  0.449646906 -0.36663946  2.29780960 -0.53356211  2.68306278  2.00995329
# 36 -2.866483749 -1.55382524 -0.07923036 -1.06963088  0.99338949 -0.87631497
# 37  6.646867362 -2.83281513 -0.67988895  0.73991303  1.80755431  2.87625771
# 38 -1.387780809  2.65536755 -1.09910297 -0.06618618  0.54740329  0.66376571
# 39 -2.252501646  0.96513471  0.42403056 -2.13660631  2.49676825 -0.03867899
# 40 -1.521168272  0.82444708  0.85786384 -2.47050243  0.94016658 -4.01723928
# 41  1.467295636 -1.42573304 -1.33883963  0.24939900  1.35349079 -0.88452424
# 42  5.065322834  2.00773498 -0.25060972 -0.31824686 -1.77266923  0.71881259
# 43 -6.180416883 -0.89639718 -1.46825136  0.97344836  0.24719955 -1.62394693
# 44  2.361565127  0.98300175 -2.39149278  1.66324430 -0.43129789 -1.01649608
# 45 -1.278941569 -2.82314393 -0.30367557  1.30508786  1.70664705 -1.46169231
# 46 -0.297713386  0.14921584 -1.32982738 -0.51532236  0.84413094  0.12128121
# 47  0.003353725 -0.54386313 -1.19551980  0.59996251  0.92479042  1.30434777
# 48 -1.219387228  1.79671051 -0.14605745 -0.16366347 -0.99870460  0.47681433
# 49 -1.380368724 -1.71377887 -1.31332771 -3.96075566 -2.24413896 -0.42341989
# 50  0.172965566 -0.91411520 -0.61832308 -0.25221628  2.81116898 -1.29050736
# 51 -3.868419214 -0.41456686 -1.59338339 -2.73835560 -0.03249384 -0.06450136
# 52 -0.120149650  2.94590650  2.52421738 -0.16022707  0.16363241  2.26773530
# 53  4.075023029 -1.36657471  1.38366557 -3.03549532  0.36633055 -1.55611873
# 54  1.033968948 -1.48927938 -0.20479686 -0.24596502 -3.54344878 -0.27368060
# 55 -1.463817232 -2.38077336 -1.34294350  1.23954373  0.43558228  1.85585751
# 56 -1.335137175  1.29450923 -1.72924315  3.52401822  2.98876533 -0.05104206
# 57  3.161060237 -0.58420390 -1.80739249 -0.44110103  2.70580235 -0.09739037
# 58  0.295679514  1.32018660 -1.94167506 -0.16860893 -1.15165029  0.55217289
# 59 -0.550231766 -0.40257116 -1.16785755  0.18048422 -1.17803203  0.15835596
# 60 -0.855961410  1.56415196 -0.76180590  1.40918953 -0.88185669  0.26201625
# 61 -0.097342901  1.27395821  2.36489506  1.18939422 -0.62131972  1.81345935
# 62 -1.611160846 -0.12043581  0.39723518  3.75937186 -0.33020208 -3.03466753
# 63 -4.485935440  0.19255590  0.43705597  0.61609372 -2.28759457 -0.32609253
# 64 -2.733610409  1.85692039  0.89305289  1.70789011 -1.71860617 -1.50854889
# 65  4.443605534  2.12385470 -1.86851541 -0.85670962  0.53228303  1.57473038
# 66 -0.642727572 -2.37614580  0.74789460 -2.38827759 -2.01244616 -1.31442572
# 67  1.454571037 -0.68062084  1.99569583  1.19502573 -2.30535426  1.43967717
# 68 -2.201394301 -3.54564761 -0.58804608 -0.77484306  1.36997550  1.49534663
# 69  1.880792302 -0.89275936  2.52991997  0.74587807  1.34729902 -0.66358615
# 70  5.298803334 -0.41950883 -1.84640173 -1.21542895  0.11374141  0.62722558
# 71 -1.637388761  1.87748499 -1.57107577  2.03481209 -0.81342079 -0.57578205
# 72 -2.888186606 -4.57450881  0.63945415  1.17955322 -2.39573817  1.30288426
# 73 -2.878230553 -2.99608963 -1.01347708 -0.70212776 -3.92189871  0.22252106
# 74 -0.126573983 -2.22170176  1.11404803  2.40811758  0.44150401  0.72665662
# 75 -2.361592805  1.00869717 -0.74784021 -0.89993806  1.25572137 -2.98284020
# 76  0.823323336 -0.94705868 -1.18988157  1.27981014  0.13993584  0.47248023
# 77 -1.043205999  0.59673476 -2.11003228  1.21522760  0.12475327  2.04614025
# 78  4.631098187  2.69164577  3.11557711  1.11283609  0.87148518 -0.06896995
# 79 -2.685026585 -0.27114701 -1.38291489 -1.04931446  0.94717146 -0.70708728
# 80 -2.002931954 -0.57456554  1.77404265 -1.84604433 -2.70275725  2.38253562
# 81  3.105229463  2.32482857 -1.96511129 -1.59444975 -1.70228531  1.80410680
# 82 -3.655413546  2.95914502 -1.11712085  1.20100555 -0.86625239 -1.89607042
# 83 -2.155843481  0.07095005 -1.52652027 -2.01627722  0.44360295 -0.45127612
# 84  0.270531746  0.69466222  2.21404548 -0.55644749 -1.90191753 -1.20245440
# 85 -1.669615616  2.49119388  1.45017459  1.55284057  0.70747385 -0.38747908
# 86 -2.241600848 -1.20896321 -1.19554513 -1.50263018  0.48721147 -2.51161462
# 87  2.475384474  1.93576356  1.09208986  0.63912060  1.12162210 -0.20219533
# 88 -4.156884143  2.78477723 -0.81753606  0.85829735  0.02007477  0.16749701
# 89 -2.940861172 -0.62232385 -0.57540290 -2.09895035  0.40626209 -2.47605861
# 90 -1.640929257 -0.77814217 -1.82941256  1.27057842  0.12183462 -0.39224939
#             PC7           PC8         PC9        PC10          PC11        PC12
# 1  -0.200732916 -0.4801132887  0.45740451  2.98749522  1.004066e+00  0.65880579
# 2  -3.674343510  0.4030949727  0.67258897 -2.85844527 -4.269013e-01  0.23929242
# 3  -0.412821424 -1.3854419172  0.01567136  0.99487456 -1.466317e+00 -2.01669706
# 4   1.958026375  1.4119103942  0.89470169  0.32410836  2.155933e+00 -0.33420127
# 5   1.048586899 -0.4217630390 -1.23178821 -0.62339506  2.287824e-01  0.49117828
# 6   1.505059122  0.1388880470  0.60662629 -0.47852352  7.238711e-01 -0.63187677
# 7  -1.921400772 -2.5732229021 -0.67647492 -0.82228606  1.213921e+00  1.96542556
# 8   0.559785384  0.7674441371 -2.93917784 -2.58030665  2.757765e+00  0.16971529
# 9   0.908248093 -0.4957825213 -0.17440778 -1.30259782  5.658394e-01 -0.08594177
# 10  3.335572011  0.7410593310  0.21385221 -1.34337322 -2.415037e+00  0.42271775
# 11  1.426739345  0.9544357598 -2.43162125 -1.36142008 -1.063635e+00  1.78735859
# 12 -1.811247215 -1.0946699413 -1.48217531 -0.12665294 -1.698228e+00  1.81778832
# 13  1.336519747  0.8428096513  1.09518341 -1.11002030 -7.670088e-01  0.09001203
# 14 -0.005669528  0.6147967967 -2.27635961 -0.51862445  1.147489e+00  0.43082987
# 15 -3.132478023  0.6733715792 -0.71114325  0.80464085 -1.625316e+00  1.50484561
# 16 -0.236790441 -1.6189309935  0.82488451 -0.24565415 -2.002161e+00  0.48309279
# 17  0.091304748 -1.7077830762 -0.10043800 -0.77424914 -8.192261e-01 -1.25986716
# 18 -0.578115226 -0.2810349833 -2.40670236 -0.89995689  5.080226e-01 -0.53815059
# 19  0.247713044  1.4209483497  2.53268676  0.38096294 -1.356074e+00  1.41282832
# 20 -0.063663153  0.8940275912 -0.32173468  0.65317798 -1.873316e+00 -0.37931572
# 21 -0.086438618 -1.5688806780 -1.54695206  1.18342029 -6.710376e-01  1.23758749
# 22  0.014616858 -0.8046172615  1.00509653  0.47725012  1.585856e-01  1.16815639
# 23 -1.122808993 -1.8263635842 -1.20073118  0.70903929 -2.571844e-01  1.29569198
# 24  2.743843872  0.0939379052 -1.45875206 -1.83398593  2.657572e-01  0.90604962
# 25  2.107735129  0.0781263184  0.01570078 -0.19281341  7.671122e-02  1.53203426
# 26 -0.788672358 -0.2625915050 -3.09439967  0.68554833  7.482248e-01 -2.90442524
# 27  2.908509265 -0.1333383537 -0.65519070  0.09513626 -1.516379e-02  1.15089945
# 28  0.034222853  3.0972618229  0.61226587  3.10784397 -1.488743e+00  0.34120662
# 29  0.715659750  1.0247631475  3.00959247  0.86937598 -7.700618e-01 -0.53716988
# 30 -2.471418705  1.4104034587 -0.31896671 -0.22204893 -1.784138e+00 -1.80710014
# 31 -0.971853832 -2.5077571170  1.50378256  2.07462150  1.107646e+00 -0.34342275
# 32  1.262024896 -1.3972886623  0.73088086 -1.78017686  1.911958e+00  0.29699588
# 33 -1.031257451 -1.4248342773 -0.91462268 -1.30625220  8.558935e-01 -0.65484278
# 34 -1.193953331  2.4354420743  0.33004961  2.43002796  3.632046e-01 -0.50627561
# 35  0.805671550 -3.1071381016  2.05372869 -2.25233956 -1.017500e+00 -1.28904518
# 36 -0.053389661  0.0472242527 -0.79209135 -1.21278670  1.199782e+00  0.68260632
# 37  0.275551486 -0.4912851512  0.49209425  0.35545878  3.775781e-02 -2.11092078
# 38 -0.428069870  0.5931102120 -1.05800289  2.02811086  5.596315e-01  0.56193701
# 39  1.386940257  0.1069294148 -0.74302162  2.29458202  2.208399e+00  0.61472099
# 40  2.540702636 -0.9650995011 -0.83984417  3.20115421 -1.492110e-01 -2.58885393
# 41 -0.429378228  2.0622436581  0.99702675 -0.24323559 -2.016344e+00  1.00970975
# 42 -3.060150864 -2.0092878278 -0.88557604  0.21118901  1.066877e+00 -0.50016807
# 43  1.040503101 -0.1388936449  1.46409871 -1.17013871 -2.290737e+00 -0.86836873
# 44  1.361908916 -0.8301502969 -0.32329868 -1.91606899 -1.688520e+00 -1.00989787
# 45 -0.273932938 -0.5141789610 -0.60073622  1.41362841  2.036724e-02  0.89330553
# 46 -2.701034302  1.2296586894 -2.58840461 -0.94277805  1.345910e+00 -0.21658886
# 47  1.406773847  0.7311065560 -0.17068878  1.30209059  1.255572e+00 -0.72671675
# 48 -0.808502579  0.3346212043  1.88041081 -1.73402489 -2.432022e-01 -1.32604051
# 49  1.384689515 -1.7138359409  0.83209605 -1.77570261  1.222348e+00  1.49569213
# 50 -1.566172194  1.2964240396 -1.32947400  1.93479738 -3.250109e+00  0.06000160
# 51 -2.080915298  1.0310354430 -2.66987401  1.51648768 -2.929317e+00 -0.19749672
# 52  0.128215408  1.4099860604 -0.32693538  0.48065575 -1.479211e+00 -1.39488968
# 53  0.076121397 -1.3300620161  0.04078700  0.08281607  7.321112e-01 -0.35441566
# 54  0.610265086 -0.1837696540 -1.39225404  0.43963350 -8.617462e-01 -2.23010172
# 55  1.817252036  0.8961963342  2.11455278  0.16759508  3.093298e-01 -2.72800720
# 56 -0.249297790 -1.8606586919 -0.55194729  0.83178871 -2.349677e+00 -0.19222127
# 57 -0.747946713  0.5439313451  3.01960064  0.08902875  3.532427e-01  0.61984395
# 58 -0.443238480  1.7989427543 -2.03027710  0.67000321 -1.967490e-01 -1.18485930
# 59 -1.149982564 -0.2837029045 -0.53883690  0.05519274 -8.953025e-02 -1.31857139
# 60  1.174593962 -3.2192839957  1.74781634 -0.36472220 -6.281980e-01 -0.94581845
# 61 -1.786771689  1.8640816866  2.33998714  0.33852445 -5.206913e-01  2.66006875
# 62  0.435437251 -1.2356900091 -0.70289073 -2.29032092 -1.749110e+00  0.54243389
# 63 -0.930818684 -1.7888270190  1.42320219  1.11602379  1.833383e+00  1.07084814
# 64  0.043079542 -1.8486533472  1.96437346  1.56236214  2.122434e+00 -1.48200002
# 65  1.276345429  0.4253284986  0.45322704 -0.88579122 -1.531047e+00  1.32052470
# 66  0.940116258 -1.7642081248 -1.60575921  0.66594972 -7.098345e-01 -2.48199108
# 67  2.934431967  2.1174303505  0.33398590 -0.50684323  6.692979e-02  0.08189396
# 68  1.753547926  0.0497959693 -0.22587293  1.65886387  6.273745e-01 -0.35547438
# 69  0.876273552 -1.8770408290 -1.27936770  0.37825813  1.725516e+00 -0.15281474
# 70 -1.657170074  1.2050465573  1.67746019 -1.37998730 -2.498473e-01 -0.06921336
# 71 -2.052924502 -2.3940805345  2.09852859  0.09442334 -7.900892e-01 -0.03970853
# 72  0.103970426 -0.4898545195 -0.33008558  0.16156791  6.356001e-01  1.17695404
# 73 -0.510088659 -1.5397912039  0.66708725  1.71015598  6.047861e-01  1.83211083
# 74 -0.580932602  0.0042090952  0.69611463  0.63723781  1.083142e+00  0.67511555
# 75 -0.033480810  1.7046351289 -0.06020247 -0.29341640  1.885228e+00  2.27950332
# 76 -2.129993652  1.3954329523  0.92113376 -1.35237498  1.488704e+00  0.41824324
# 77  2.001631822 -2.1513040797 -1.27707038  0.75260151 -1.031174e+00  2.76542708
# 78 -1.626826143  0.8355323771  0.06092305  2.00623662  8.007663e-01  1.63023286
# 79 -1.405389998  0.8168392964  1.44372769  0.35105307  1.677697e+00 -4.70936552
# 80  3.080128251  1.3662120965  0.83329508  0.32203478 -7.330413e-01  0.07354900
# 81  0.541776508 -0.7346970861 -1.05570536  0.52359696 -7.246277e-01 -0.34756456
# 82 -1.654518120 -0.4263477904  2.55027360 -0.88632674 -3.342661e-01  0.14375357
# 83  1.073437579  2.2090173246  1.64586472  0.43967164 -9.347147e-05  1.52638207
# 84 -0.439457230  2.3375880994 -0.72743895 -3.58791309 -1.415602e+00 -1.53013366
# 85 -0.182804926  3.9631817535 -0.06259409 -0.64353538  3.106513e+00 -1.68847347
# 86 -1.212355798  0.0378871898  0.22908257 -1.39416963  7.418771e-01  1.21292615
# 87 -0.754811799  0.4142824529  1.06379611  1.27542127  1.597626e+00  0.71564682
# 88  1.781879932  2.0993461079 -1.47193119  0.36023195  1.047402e+00  1.18715036
# 89 -0.342323917 -0.0005401132 -0.17984045 -1.38115655  9.512896e-01  0.04253642
# 90 -2.059067450  0.9528172083  0.19641702 -2.61153570  1.377755e+00 -0.65662218
#           PC13        PC14        PC15       PC16        PC17         PC18
# 1  -0.09247360  1.75144284 -0.22491186 -0.6713855  0.35961529  1.375390176
# 2   1.16353911  2.65825719  1.73516836  2.0406660 -1.82579544  1.553010698
# 3   1.10966177  0.59578427 -1.29753344 -3.6616740  0.44354112 -0.228110658
# 4   1.69344107  0.24320540  2.60276051 -1.9662873 -1.21793880  0.136143724
# 5  -0.25383465 -2.45401980  0.49497789  1.2627111 -0.40187551 -0.235480224
# 6   1.85564203  0.01492821  0.71359686 -0.2968864 -0.92101307  0.854797410
# 7   0.41778880 -1.03328786 -2.04754476 -1.6059290 -0.10834435  1.494011452
# 8   0.40400078  0.61286091  0.92549881 -1.2666464  0.88839306  0.684026604
# 9   2.21261496 -0.43338147 -1.03087286 -1.0920059  0.85040677  1.960790221
# 10 -0.32649331  1.11855256 -0.55477238  1.5628438  1.60372601  1.680696503
# 11  0.38122939  0.13881576  1.48561459  1.3319177 -0.13966424 -1.671471739
# 12  0.84672017 -1.08107468 -0.92018888  0.6578483 -0.90000655  0.500795339
# 13 -0.18337104  0.19889273 -0.82976641 -0.5271049 -0.67112068  0.766494661
# 14 -2.03717125 -0.49421545 -0.94868145  0.5024758  0.71485740 -0.462387390
# 15  1.82425459  2.38203113  2.47698260 -0.9806560 -0.40736849 -1.812722128
# 16 -0.23253942 -0.70712614 -0.32487356  1.1447857 -0.07140439 -1.229710480
# 17  0.99072590 -0.46866434  1.05332105 -1.1043914 -0.80735249 -0.126420109
# 18 -0.69591426  0.46002157 -1.48279252  0.8449812 -1.99496090  1.652001511
# 19  1.22920200 -1.12488046 -0.94268492 -1.3126464  0.85620929  0.123000597
# 20 -0.54214053  0.04456384  2.04147259  0.1014139 -0.04303137  1.974601177
# 21  1.20157554 -1.31225131  3.07606930  1.5329071  1.54642513 -0.570909800
# 22 -0.95035239 -1.36204044 -0.38638906  0.3610772 -0.40736428  0.121682662
# 23 -2.80687253 -1.10969347  0.03227215  0.4325260 -0.33385268 -1.625529182
# 24 -0.08552732 -0.49937953  0.69038352  0.2022740  0.30776011 -0.490716445
# 25  0.19684396  1.10447086  0.23257853 -0.9180085 -0.23527382 -1.821714030
# 26  1.45258438 -0.28392106  1.88897152 -0.2874417  0.69632915  0.001361595
# 27 -0.75163886  1.72032262 -1.77280737  0.2215804 -0.67414784  0.390598724
# 28  0.10910864  0.40538979 -0.65251083  0.8414628 -0.39442685  1.511336369
# 29 -1.77930062  0.25458638  1.67697038  0.1406903  0.90936102  0.956077225
# 30 -0.47238416 -1.30952667 -0.90385816 -1.7199419  0.97874633 -1.406085508
# 31 -0.80539062  0.77289182  1.89000168  0.2290101 -1.25943315  0.028135432
# 32 -3.70084607  2.06570785  0.84202318 -0.1784113  0.21914199  0.168131128
# 33  2.20602205  1.06973954 -2.65614692 -1.1142126 -0.36343835 -1.079382740
# 34  0.18914622  2.53606607 -2.27993686 -2.4539181  0.64032276  1.101649491
# 35 -0.74106639 -0.94785735  0.69274983 -1.1123887 -1.56912425  0.320344372
# 36  1.45351875 -2.31465345  0.25769440 -1.6476457  1.59258537  0.432642746
# 37  1.76047357  0.30407112 -0.56235089  1.5401265  0.90189913 -0.181538145
# 38  0.18936466  0.79186344  0.51914162  0.3486553  0.95496455  0.814599240
# 39 -0.43683929  4.15348365 -0.73140490  0.8397042 -1.77667537  0.358153992
# 40  0.81368932 -2.32233723 -1.06472546 -0.1319618  0.04152426 -0.061835878
# 41 -2.17610574 -0.51334331 -1.73122846 -0.1717289 -0.66692951 -1.042812592
# 42 -2.64908513  0.31593637 -0.77609505  1.8314374 -0.16902627 -0.387163356
# 43 -0.52425822  1.13093791  0.89714373 -1.0487484 -3.09268390  0.006346553
# 44  0.26565559  1.08444962  1.90131914 -1.3536509 -0.25551037  1.168309559
# 45 -1.70651979 -1.51607057  1.43747714 -0.1380782  0.39709139  0.461144546
# 46  0.26452735  0.40835988 -1.00737902  2.0057431 -0.06282349 -0.697705763
# 47  1.21839916 -0.19822922 -0.96301150 -0.6390827 -0.11431789 -0.011504164
# 48  0.66904365 -0.89930214 -0.02225812  1.0508593  2.12100447 -0.409390900
# 49 -1.85804778  0.04251050  0.19895583 -0.7335819  2.31023974  0.594005841
# 50  0.13328063  0.96812620  0.24662679  0.8866548  0.62656089 -0.391884890
# 51 -0.28430986  0.35706447  0.89366324 -1.4760669 -0.27072026  1.547427471
# 52 -1.61584287  1.79302118  0.59889513  1.2046253  0.45669951 -0.700643483
# 53  1.91061378  0.77867626 -0.77448612  0.9230086 -1.54624525 -0.881365016
# 54 -1.94398436 -1.14994626 -0.14989959  0.4764347 -1.31757248  0.553501321
# 55 -0.61517453 -1.07344859  0.59966519  0.8997219 -1.97313910  0.164104758
# 56  1.30820918  1.57105028 -0.08824017 -1.1222045  1.71417893 -1.754007188
# 57 -0.06682318 -1.49888352  1.04216054  1.2157358 -0.31347867 -0.753175036
# 58 -1.87722243 -1.09772742  0.54066661 -0.3011311 -0.91645783 -2.709509628
# 59  0.64578545 -1.70760549  2.21503146  0.3302080  1.93451998  2.956862747
# 60  0.49827081  0.95996337 -1.92990709  0.2668761  0.44894251 -1.204348259
# 61 -0.37674511  0.03884205 -0.79825217 -1.0749266  0.94285308  0.066060287
# 62 -1.20978044  2.40598778 -1.50083436  0.6356436 -0.12296809  1.862495628
# 63  0.63978848 -1.81465526  1.39690912 -1.1511607 -0.18143225 -0.336031074
# 64 -0.28481930  1.58006550  2.36229593  0.7917356  0.95355526  0.014049454
# 65 -0.21578257 -1.39386397  0.38018357 -0.2998628  0.08306623  1.538975709
# 66 -0.46478230 -0.16276219 -0.17424837 -0.1326598  0.02110379 -1.117974190
# 67  1.17182549 -0.21854999 -1.18100146  1.2648222  0.91387352 -2.052183864
# 68  2.59251465 -0.47714845 -1.99607611  3.2305022  0.07147279  1.704769033
# 69 -0.22654828  1.12206041 -0.17640758 -2.1537506  0.43007559 -0.124710682
# 70  0.37951711 -0.68419832  0.39586624  0.9667254 -0.78437378 -0.051815672
# 71  2.49467060 -0.44792275 -1.73298550  1.5501325 -1.04540146 -1.926085015
# 72 -0.43344629 -1.24997963  0.29362594 -1.3784129 -2.42582037  0.123070074
# 73  0.08944760  0.26319925 -0.30360552  2.1706582 -0.13284798  1.888399122
# 74 -0.19565235  0.07309884 -0.79420718  0.6335233  1.89905367  1.367662929
# 75  2.20447732  0.44001456  0.48303078  0.9926892 -0.21211377 -1.164267845
# 76 -1.54169251  0.73395059 -0.19900266 -1.0267088  2.05861423 -0.605501092
# 77  1.47517864  0.58581756  0.82593121  0.8423818  0.31590043 -1.825845473
# 78 -0.20129595 -1.90128179 -0.49689877 -1.3504232  0.88667967  0.728445325
# 79 -1.48386351 -0.21965395 -0.80660423  1.0804476  0.94048464 -0.789556152
# 80 -0.79823209  0.67067274 -0.16057799  0.8138250  3.49498062 -1.658285540
# 81 -1.95921762 -1.63105637 -1.80654778 -1.1611375 -0.88901174 -0.550136993
# 82  0.35755703 -0.32537419 -1.50037121 -0.3749251  0.74291736  1.124220415
# 83  0.27043029  0.15196060  0.89024565 -1.9454769 -2.58331695 -2.473056682
# 84  1.48366890 -0.80628153  0.32038332  0.3597958 -0.31591516  1.584303871
# 85  0.94740468 -0.55062759 -0.14755702  0.4296686 -0.88630306 -1.272823996
# 86 -0.10022163 -1.85339744 -0.87556144  1.4740013 -0.26735683 -0.870655171
# 87 -0.62190380 -0.68366375  1.13470736  0.6817509 -1.66360676  0.681905259
# 88 -1.11609807 -1.87394744 -1.17242300 -0.7371412 -1.97184107  1.489606707
# 89 -0.97894926  0.67918330  1.01187368 -0.6966195  2.86839972 -1.030569274
# 90 -0.30085274  1.65433304 -0.51448603 -0.6322433 -0.43324956 -0.789116217
#            PC19        PC20        PC21         PC22        PC23         PC24
# 1   0.574166441  0.20790259  0.19210498 -2.303879086  1.64516670 -1.004997931
# 2   1.131725703 -0.64688762  0.43843901  1.906196861  0.34818252  1.265150572
# 3   1.032285018  0.75804409  0.31778916  0.942959906 -0.33676914  0.156550749
# 4   1.715250850  2.03690648  0.51024501  1.561803006 -1.24225509  0.904012239
# 5  -0.430696384 -0.66637903 -1.81734828  0.049918296  0.15038656  2.743523641
# 6  -1.236317169  1.79826341 -1.75080783 -1.400056197 -0.31720212  2.055132394
# 7  -0.799389776 -1.64171609  0.07555362  0.025853955 -0.83377388 -0.794841963
# 8   1.515424676  0.14749987 -0.29712935 -0.773630451  0.98982045 -1.206988757
# 9  -0.621750911  0.48844914 -0.81403646 -1.197897156  1.22189396  0.478542530
# 10  2.275981119  2.28115185 -0.41091474  0.005722455  0.64819092 -1.604850931
# 11 -0.593056619  0.59110912  1.79091292 -0.082444901 -0.09574209 -0.237326785
# 12  1.288729855  1.69092280 -1.04553816  0.321862239 -0.73838156 -0.074822716
# 13 -0.810702563 -0.15642962 -0.94714437 -1.265296383  0.56058013 -0.515965898
# 14  0.117062119  0.86186159  0.77793165  1.130827256  0.20788499 -2.208861119
# 15 -1.004299347  0.79894544  0.45832585 -2.128550304 -0.30462755 -0.005187139
# 16  1.001302382 -0.46898753  0.19917937  2.556211445 -0.09892296  0.625226861
# 17  1.560848244  0.21730678 -1.22887822 -0.401262694 -0.73270854  0.080352086
# 18  1.885269337  0.67311367 -0.91764913  0.795876887  0.23686640  0.847542746
# 19  0.485833598  0.91320253  0.66223240  0.199114485  1.99198190 -0.689470267
# 20 -2.546029884  0.78360905 -0.77434643  1.121966523  0.63426147 -0.037971453
# 21 -0.151491766 -0.76881384  0.31654005 -0.102917194  1.01223546  0.252721702
# 22  1.950932604  0.04054437 -1.20772905  1.184072210 -1.20581186 -0.711400270
# 23 -1.180173890  0.10422274  1.78005498 -1.360598394 -0.84985941  0.573878918
# 24 -0.117925190 -1.76395226 -0.24838797  0.643040946  0.76139926  0.492793653
# 25  0.226470156  0.64401040  0.39571923  0.917746816  0.34921391  0.393251727
# 26 -0.291624543 -2.02509971 -0.43016626  0.082974366  1.87247024  0.139559349
# 27 -0.222779589 -0.46654994 -1.74524987 -1.557413470  0.34299363 -0.985864472
# 28 -0.616938597 -1.88775342  1.68289315  0.583766021  0.44797416  0.144843924
# 29  2.977886246  0.27557937  0.55999893 -1.147705394 -1.66828276  0.922357402
# 30 -1.619448757 -0.31048753 -1.27242487 -0.006592302 -0.55197618 -0.088122562
# 31 -1.852375495  1.02905929 -0.57728624  1.342255781 -0.74720023  0.057586449
# 32 -0.455543837  0.50828654  0.79760954  0.215878895  2.03438184  0.777918631
# 33 -0.504102270 -0.64644663 -0.05166404  1.450257469  0.84104650  1.055246402
# 34 -0.019235559  0.30405437  0.30222419  2.100129467 -0.91492275 -0.174704044
# 35 -1.588652261  0.86256446  1.62256046 -1.312972164  0.78854032 -2.632739791
# 36 -0.461505241 -0.66532750  1.63339275 -0.192382509  0.58284658  0.005558363
# 37  0.629337175 -2.77831211  0.97429266 -0.414416418  2.28181466  0.680652317
# 38 -2.007444910 -0.05828590 -1.15193354  1.171753130  0.81657726 -1.747942850
# 39  0.371969367 -1.40691309  0.01059177 -0.661868655 -1.27170933 -0.564790297
# 40 -1.380403186  1.04605544  0.06543860  0.984554801 -0.74691553 -0.593294432
# 41  0.490000404  1.31354807 -1.07788625  0.462566494  0.80524950  1.877911337
# 42  0.008345012  0.34203933 -1.03094991 -0.370541490  1.46220588 -0.843726356
# 43  0.215631847 -2.19238082  1.22803450 -0.122611690 -0.50533081 -2.240163113
# 44 -0.900096708 -0.14937348  0.58595847  1.365917798 -1.31433934  0.380772674
# 45  0.951912374 -0.87833874  1.30262762  0.311821240  0.44941913 -1.505127430
# 46  0.863573613  0.23969996  1.74012109  1.032846227 -1.41749718 -0.996046880
# 47 -1.506701516 -1.09281038 -0.95022550  1.196001856 -0.34720143  0.757836647
# 48 -0.334787751 -0.04776280  1.62308630 -1.633539032 -0.24719451 -0.935870117
# 49 -0.552948615 -1.04703694  0.62376057  0.391292263 -2.30818898  0.833309538
# 50  0.159240304  0.62174909 -0.30003077 -0.526136665  0.82941730  1.809392324
# 51 -0.091766375  0.59788943  0.56861309 -1.247668083 -0.06562968 -0.043896839
# 52  1.151701942 -2.67846184 -1.50466493 -1.478313484 -0.38189899 -0.217583375
# 53 -0.853498050  0.25764127  1.38137016  0.068703489 -1.40220393  0.057516818
# 54 -0.853607145  0.41657109 -0.84045180  0.692971491 -0.27327910 -0.352792528
# 55  0.619591127 -0.60244575 -0.39813885 -0.091471453  0.01473910 -0.070116285
# 56  2.171425686  0.52523960 -0.20599772 -1.144264585 -0.16874811 -0.491512587
# 57 -0.463866951 -1.19288402 -0.66674256  0.021126030 -1.72819502 -0.307603313
# 58  0.864036719  2.11036575 -0.78863850 -0.357547704  0.98894266  1.020405298
# 59  0.080034168 -0.66452143 -2.50455209 -0.094300328 -1.30867976 -0.811925546
# 60  0.926100493 -0.62278674 -0.18103154 -0.551163301 -0.56219381  2.187861116
# 61 -1.150106612  0.43113100  0.05542875  0.119612550  0.48645949 -0.336724508
# 62 -3.749221627  1.20035123  0.58908302  0.227782715 -0.04609754  0.452646698
# 63  1.036554381  0.37614258 -0.78637736  0.917267723  1.81979925 -0.567702471
# 64  0.750205266  1.99967469  0.20442235  0.765948141  1.26433598 -0.345731700
# 65 -1.635567640 -0.09203010  2.01197025  0.050519592  0.58588021  2.519946100
# 66  0.773664350 -1.85218876  1.11090125  0.555527264 -0.37458375 -0.735392011
# 67 -0.050142088  1.20133174  1.24947634  2.357730214  1.41473604 -1.074350866
# 68  0.061044141  0.45430369  0.20869563 -1.035041043  0.33464132  0.521392101
# 69  0.327456308  1.16622909 -0.84570393 -1.098871646  0.04119072  0.966580459
# 70 -1.585130922  0.38736715 -0.88085092 -0.290110414  0.80188147 -1.439768000
# 71 -0.020362728 -0.38177283 -0.48309422 -0.485029012 -0.59464133 -1.304634722
# 72  1.371156182  1.20872776  0.88797017 -2.605962247  0.40674667  0.424106308
# 73  0.079740902 -1.04256587  0.33447040 -0.276035794  0.12547239  1.926063274
# 74 -0.847857983  1.19991350 -1.54243042 -0.765919423 -2.75517119 -1.190575066
# 75  0.024376889  0.27540490  0.33437612 -0.219897620  0.84571048 -0.887334602
# 76  0.802674605 -0.34275474  0.46535262  0.246410225 -0.26600558  1.464975287
# 77 -0.645923244  1.25026907  0.69136235  0.535437579 -2.02680538 -0.204430097
# 78  0.983055434 -0.65210861  1.50986777  0.979394179 -1.31891002  0.291265784
# 79 -1.276399804  2.63599752  1.64974348  0.470665558  0.41542205  0.592455466
# 80  0.065840362 -0.92862591 -1.34821290 -0.394661776 -1.02440050 -0.460689879
# 81  0.580822853 -1.42917495  1.10193628 -1.149849934  0.02488527  0.503159946
# 82  1.126823587 -0.77647910  0.76722794 -0.712551257  2.07077607  0.409530180
# 83 -1.334175449 -2.18879091 -2.83506518  0.626228102  0.91347402 -0.444664040
# 84  1.605259340  0.03648057  0.39881278  0.392059369 -1.61898745 -0.456349775
# 85 -1.388829355  0.24302675  1.52772806 -3.509649761 -2.04327544  0.760279767
# 86  0.406096108  1.47783321 -2.81740196 -0.472612016  0.07121475 -0.392283561
# 87  0.439742360 -0.73353956  1.09325814  0.673272721  0.20596700  0.423729807
# 88  0.820589574 -0.68394121  0.28759060  0.154621582  0.04772087 -0.509163345
# 89 -1.094684726 -1.71594895 -1.05048526  0.162645948 -0.15418998  0.673515074
# 90  0.350391810 -0.68452718 -1.36970899  0.870519865 -0.28228762 -0.460751965
#           PC25        PC26        PC27        PC28         PC29        PC30
# 1   0.08443470 -0.05193962 -1.37870759 -0.03135310 -0.373448574 -1.07956134
# 2  -0.55804905  1.46871101  0.39390897  0.46098133  0.028064335 -0.69934649
# 3  -1.34849605  0.03323282 -0.92214364 -0.09052988  1.002271021  0.79596364
# 4   0.95395809 -1.62602425 -0.88466352 -1.56457034  0.937815955  0.08571088
# 5  -0.49430316 -0.23364631 -1.05943641 -0.49653393 -1.491188680 -0.46654037
# 6   0.64559845  0.31024880  0.47598220 -0.47287833 -0.420601080  1.10785341
# 7   1.73569611 -2.63849994 -0.36628004 -1.63624398 -0.027360103 -0.59055106
# 8   0.09442894  0.67663331 -1.20869166 -0.04268317 -0.518455553 -0.39691871
# 9   0.03340249 -0.83909520  1.04200377  1.55065174  1.105142538 -0.29918562
# 10  0.45153710 -0.73866855 -0.77917293  0.39193913 -1.129113635  0.36028242
# 11  1.35012792  0.98252602 -1.18828217 -0.72659820  0.485295480  0.69342518
# 12  0.70110022  0.48042361  1.60111027 -0.72935387  2.141447911 -0.49539318
# 13 -0.99214665  0.01419727  0.04296907 -0.31767594  0.331184672  0.04748321
# 14 -0.70459109 -0.79989590 -0.81627500  1.11244839 -1.112338030 -1.32290757
# 15 -0.03831813 -2.15370992  0.79218291  1.80136171 -0.568556599 -0.41714025
# 16 -0.39757587 -1.01427234 -0.27170480  1.42691724 -0.874111931 -0.62837442
# 17 -1.30834067 -0.55434490  1.87156496  1.33565878  0.062657986 -0.60050814
# 18 -1.02373474 -1.36463939 -0.80746393 -0.67431483 -2.328169059 -0.45825382
# 19 -0.59557165  0.22805844  0.44405329  1.33249793  1.446490115  0.43260341
# 20 -0.06208069  2.67450744  0.33338041 -0.60601065 -0.226026156  0.16952156
# 21  1.50338344 -1.32595396 -0.89061768 -0.87999108  0.623610499 -0.78650623
# 22  1.20306842  0.87470799  1.98013717  2.09130171 -0.653390141  1.59401254
# 23 -1.30080333 -0.24275244  0.36993392 -0.68614972  1.159298745  0.48954892
# 24  0.29582151  1.38054383 -0.66541046 -0.83605011  2.362250742 -0.15502783
# 25  0.14506626  0.28196916 -0.09645671 -2.08822780 -0.051892318 -0.36465183
# 26 -1.20745344 -0.65609120 -0.49070334  1.27359496 -1.060406472  0.81338402
# 27 -0.67870655 -1.32473768  1.17753709  0.03150841  0.605556278 -0.93541231
# 28  0.99789410 -0.87538131  1.23095561  1.62271644 -1.491232254 -1.01807336
# 29  0.70397440  0.24982923 -0.12853542 -0.34499137  0.144702888 -1.30517708
# 30 -0.80482282 -0.15205241 -1.58862810 -0.04717775  0.699665170 -0.07693257
# 31 -1.20162878  0.91797069 -0.58605315  0.60890660  1.094181712 -1.06336893
# 32  0.84545553 -0.09399327  0.62896909 -0.17360577  0.189363657 -0.49805959
# 33  1.50993941  1.33717842  0.82392032  0.17875086 -1.391922139 -0.69191985
# 34 -0.53906647  0.32066575  2.14951957 -2.28388855 -0.552879441 -0.71301598
# 35  1.05702475  1.19774416  0.21345949  0.14068138 -0.950870959  1.60354518
# 36  0.18283086  0.85021868  2.77096550 -0.34487487 -0.015630609 -0.24943979
# 37 -0.33200101  0.43216308 -0.43899475 -0.99241410  0.161453127  0.19041866
# 38  2.11371020 -0.85852018  0.50576034  0.72816826 -0.104156610 -0.04984164
# 39 -1.17172030  1.10131161 -0.39291834  0.48675053  0.822103303  1.64010778
# 40 -1.43161033  0.76304009 -0.14639197 -0.77974186 -0.049792867 -1.42533304
# 41  1.78875154  0.37822438  0.55295068 -0.41087909 -0.035944906 -0.02285650
# 42 -0.02195651  0.15715043 -0.01509435 -0.68516525 -0.033533339  0.29632430
# 43  0.26746211 -1.76763781 -0.81040737 -0.14151149  1.018442701 -1.41896174
# 44 -0.03517088  0.13430531  0.64220508  1.49214869 -0.746730858  0.02898334
# 45  0.20581833  0.49840601  2.58803740 -1.15811282  0.287210378  0.75665344
# 46  0.60227834 -1.08824898  0.07851251 -0.23852661  1.264693435 -0.25668786
# 47  3.28041644  0.80104495 -0.27652824  0.11503963  0.960866191 -1.25564814
# 48  0.52954060 -0.06798298 -0.34742399  0.89155498 -0.051877759 -1.35138009
# 49 -0.14812262  0.85858159 -0.17520898  1.58261802 -0.905115176 -0.19811980
# 50 -1.08323698  0.03283336 -0.20127369  1.00963920  0.541721519  0.34338384
# 51  2.07215887  1.25596296 -1.57282735 -0.12760747  0.092317815 -0.62572562
# 52  0.12753777  1.19350228  1.54930553 -1.96976210  0.904937922 -0.77152537
# 53  0.33840588  1.26499755 -2.39553346  0.04592224 -0.671008869  0.15934898
# 54  1.52066853 -1.37280419  1.04096797 -0.28119125 -0.705401429  0.64550638
# 55 -0.68540765 -1.33310557 -0.16669570 -0.23008599 -1.097973917 -1.52095471
# 56  0.35076414  0.95017655 -0.17976207  0.25053949 -1.248082382  0.30614217
# 57 -0.02027434  0.09078581 -0.49476543 -0.21074770 -0.551182603 -0.79654598
# 58 -0.03504540  0.57479682  0.12796406  0.39019907 -0.559384711  1.00680475
# 59 -1.36536473  0.21002475 -0.52932537 -0.90282293  1.420877219 -0.14554211
# 60  0.52134544  0.02978160 -0.09233101 -0.39133749  0.597568521 -0.26081251
# 61 -0.08892618  0.07981075 -2.11297586 -0.88764461 -1.387301151 -0.20164349
# 62 -1.54347584 -1.74600425  0.12641353 -0.12969267  1.550908716  0.38633315
# 63 -1.19108552 -0.79289066  0.97166876  0.33009603  0.645045661  0.31983174
# 64  0.63274765 -0.79714948  0.20508355 -0.44776891 -0.160918610  0.61054893
# 65  0.11101944 -1.36629511 -0.05115952 -0.70703026 -0.576819989  1.67385832
# 66 -0.22949675 -0.27380520 -0.20093965 -0.51279390 -0.097068186  2.30041661
# 67 -1.57145047  1.19765131 -0.06380158  0.80731095  1.300461529 -1.91329562
# 68 -0.66485359 -1.34082097  0.45084477 -0.42712388 -0.148303007  1.24989836
# 69  0.91419530  0.52266442 -0.85758581  1.85149303  1.241855217 -0.75368076
# 70 -1.90826336  1.23074416  0.24104440 -0.86959065  0.259750090 -0.01863478
# 71  1.52953004  0.20157238 -0.28832450  0.15414930  0.318006229  0.44093212
# 72 -0.37539710  0.27560989  0.31511199 -1.42363475 -0.807658588 -0.99237231
# 73  0.09992475  0.65554332  0.06282945  1.14878260  0.663987394  0.62935727
# 74  0.08938184  1.63371642 -0.62845984 -0.12136286 -1.462070488  1.33338568
# 75 -0.24706868  0.36897814  1.25010206 -0.69530406 -0.954828644  1.38814048
# 76 -1.46155378 -1.46071550 -0.24045190  0.42356236  1.456204282  0.80003546
# 77 -2.32174223 -0.01851422  0.86196232 -0.87297647 -1.687527244 -0.59612806
# 78 -0.90555425 -0.84491138 -1.12291792 -0.29224400  0.026513242  1.08957960
# 79  1.06534340 -0.76640956  0.12810658  0.03086341  0.181796461  0.75637198
# 80  0.87487971 -1.20290391 -0.41548644  0.24201776  0.818486765  1.80492565
# 81 -0.24779515  1.15327007  0.86630556  0.96398887 -0.022626156 -0.39052203
# 82 -1.03198279  1.00996510 -1.30376584 -1.34526179 -0.972539449  0.38924641
# 83 -0.15533383 -1.12248944 -0.56510761  0.06168441 -0.593562993  1.81580166
# 84  0.32700316 -0.15755760  0.12387408 -0.31590951  0.173218631  1.15590774
# 85 -0.37372870  0.04852271  1.35093335  0.65923960  0.006121357 -0.54208039
# 86  0.37277327 -0.56585903 -0.61981535  0.54305982  0.744140875 -1.39876339
# 87  0.51157213  0.60221875 -0.85327127  1.30712464  0.741441357  0.27439045
# 88 -0.57111012  1.28803808 -1.62115336  2.03259043  0.333711114  0.49038303
# 89 -0.35261297  0.20117609  0.79615917 -0.19748675 -2.295896788 -1.61745577
# 90  0.08505961  0.15438724  0.13122838 -0.06902546  0.212059698  1.36042536
#            PC31        PC32         PC33         PC34         PC35        PC36
# 1   0.616829747 -1.24908590  0.166698160  0.128564593  1.842585191 -0.28957677
# 2  -0.245059494  1.07413073 -0.002948351 -0.195579225 -0.364025836  0.39247676
# 3  -0.285728253  0.33165328  0.658891518  0.840320312  0.482542766 -1.70135311
# 4   0.114737864  0.40169628  1.092749019  0.221793236  0.965315395  0.67344399
# 5  -0.296698587 -0.07159871 -0.240530269 -0.046429018 -1.058825686 -0.41166007
# 6  -0.913836008 -0.42413148 -1.000315016  0.644445187 -0.118169030  0.05806826
# 7   0.191422720 -0.28951248 -0.971320040  0.130016889  1.054885329 -0.12953611
# 8  -0.010303498  0.76926613 -1.532679911  1.217120341 -0.083333692 -1.16591850
# 9   1.534394943 -1.27163617  1.062691204  0.727012926 -1.523991094  0.50448773
# 10 -0.195435135  0.60848293 -1.953842876 -0.179908945 -0.009486317  1.50044291
# 11  1.123331104  0.72000817 -0.543974252 -0.597078090  0.733978644 -0.24768201
# 12  0.497430359  0.82686962 -0.914290934 -1.156359882  0.522863138  0.11997956
# 13  0.693939707  0.55179084 -0.831789441  0.033821544  0.451178294  1.26969662
# 14 -0.718162689 -0.18075939  1.321594631  1.891672339  0.395380748 -1.04718214
# 15 -0.408561540  0.67877425 -0.190034358  1.665666217 -0.137099176 -0.08829734
# 16  0.502559674 -0.02113799 -0.824212727 -0.513005828  0.798970579 -0.11620237
# 17 -2.135950424 -1.61622137  0.225306168 -0.691443785  0.043066952 -0.03122703
# 18 -1.295037384 -0.15017076 -0.225485692  0.554221057  0.686707687 -0.42823516
# 19 -0.761341880  0.59987670 -0.217225427  0.647474464 -0.355224777 -1.26604652
# 20 -0.406782268  0.27055998 -1.053742863  2.019635615  0.840380111 -0.54576195
# 21 -1.668658763  0.62958414  0.654736409  0.037081278 -1.696856794 -0.69441958
# 22 -0.095635781 -1.77974743 -0.747366736  0.738638900 -0.345429322 -0.66258511
# 23  0.704348277  0.34296805 -0.165997155 -0.553053533  0.324057562  0.07289204
# 24 -1.779957316 -1.24071105  0.151897575  0.443663885  0.785539170  1.55357274
# 25  0.746246410 -1.25424994 -0.265241571 -0.822969021  0.798105918 -0.65775739
# 26  0.429762519  2.14264134  0.758071294 -0.407642941  0.241672463  0.06941215
# 27 -0.629884244 -0.53259178  1.273872895  0.215886107  0.935362090 -0.18833606
# 28 -1.287346378 -0.13133315  0.158969766 -1.256080908  0.219226710  0.30458128
# 29  1.230436062 -0.29306875  0.590264014  1.532595823 -1.088947977  0.11638001
# 30 -0.467805165 -0.72917766 -0.727929202  0.445187480  0.616681880  1.05848842
# 31  0.935792930  0.83747133  0.347351668  0.672679981 -0.271554537  0.62424318
# 32 -0.037690880  0.34401980 -0.478800286 -0.295216842  0.698335701  0.29424249
# 33  0.107924401 -1.36018767  0.213288558  0.049803080 -0.445267452 -0.07752231
# 34  0.832203391  1.45543783 -0.412844072 -0.351779076 -0.478992387 -0.38391304
# 35  0.066295029  0.30530340  1.240366836 -0.782515290 -0.934617447  0.11552716
# 36 -0.036856508 -0.11971086  0.948920248 -0.501486570  0.968868810 -0.57030891
# 37  0.582760034 -1.46648970 -0.032842456 -0.458617014  0.128316919 -0.73007072
# 38 -0.464678493  0.86691373 -1.282408743 -1.347915882  0.286295550  0.19743064
# 39 -1.464647974 -1.01826236 -0.101233216 -0.028574967 -0.789573480  0.98699082
# 40  0.259447158  0.25268525  0.329592835  0.279640873  0.553581115  0.17499718
# 41 -1.509823652  0.12264165  0.649384699  1.635022955 -0.607432307 -0.61658083
# 42 -1.133381196  0.13617929 -0.012237330  0.095950350 -0.363256316 -0.22627831
# 43 -1.053113535 -0.60801421 -0.877203993 -0.688081680 -0.284763076 -0.02601636
# 44 -0.330584444  1.05453394  2.765433970 -0.068376403  1.046573645  0.49661531
# 45 -1.434077703  0.59701223 -0.106130653  0.515823983 -0.563563122 -0.46316281
# 46  0.236372609 -0.06609464  1.034236143  1.560574736 -0.561795162  0.04966867
# 47  0.086609450 -0.09529021 -0.903697802  0.431259851 -0.658692950  0.32012849
# 48  0.867033874 -0.72619772 -1.707612145  1.033092548 -0.173678262  0.68944558
# 49 -0.337240363 -0.07716676 -1.342552308 -0.303056009 -0.147875187 -1.34097502
# 50  1.289600518 -0.53297723 -1.288399434 -0.162664705  1.673979469 -0.73641785
# 51 -0.852263883 -0.78930172  0.667901014 -0.773596890 -0.647041369  0.90366685
# 52  1.186113703  0.86957177  0.552740149  0.262256932 -0.069608166 -0.90147393
# 53 -0.614757539  0.52117922 -0.430188127 -1.204797749 -0.691532156 -1.21416733
# 54  2.080420792 -0.95021975  0.962923052  0.401265370 -0.943683059  1.10020584
# 55  0.907779403  1.18286837 -1.082794427  0.187768776 -0.052802451  0.19009286
# 56  0.760008958 -0.43428674  0.087889651 -1.305748739 -0.449574933  0.66528833
# 57 -1.703934267 -0.21809778  1.069615132 -0.868119553  1.786851593  0.18748011
# 58 -0.175284980 -1.61796145  0.121399730 -1.117618874  0.219120658  0.50228066
# 59  0.077090487 -1.33378583 -0.235781578 -0.539588663 -0.868072810 -0.69713875
# 60 -0.554859912  1.42992417 -0.398342482  0.162804835  0.942625639  0.08025828
# 61  0.293664459 -1.17429417  2.231822361 -0.824441118  0.522182944  0.24835443
# 62  1.104145122 -0.62074047 -0.408284023 -0.572722645 -1.226084532 -0.68159477
# 63 -0.073642502  0.89433625 -1.395283219 -0.154122596  1.232957171  1.73799858
# 64  0.626054619 -1.38582209 -0.121377118 -1.394211981  0.110140616 -2.61589503
# 65 -0.286378749  0.06968797 -0.052641375  0.859948378  1.110256305 -0.19355737
# 66 -0.121384521 -0.70067180 -0.371874744  1.653674286  0.811317397  1.15171332
# 67 -0.946297488 -0.53139974  0.232755884 -0.689471199 -1.151162889  0.53143134
# 68 -0.404262447  0.03933508  1.093068359 -0.437300807 -0.370388644  0.12542744
# 69 -0.424841242  1.13976936  0.047239090 -0.148207522 -0.604189190  0.63367555
# 70 -0.663253880 -0.67816117  0.013875411 -0.031340717  0.087578099 -0.37396362
# 71  0.516640067 -0.15758818 -0.004751111  1.694567954  0.725775777 -0.46646503
# 72 -0.253026899 -0.17274761  0.257114504 -0.560356353 -1.088282818  0.07444957
# 73  0.004590087  0.29769316  0.863456569 -0.116749495  0.144503126  0.21155338
# 74 -0.837963860  0.52911407  0.088381313 -0.351252416  0.891821938  0.49801385
# 75  1.320981993  0.28145172  0.154298233  0.452507534  0.458245625  1.52065408
# 76 -0.601438405 -1.01194902  0.236348936 -0.572611971 -0.126866049  0.46427356
# 77  0.623282350 -0.26687490 -0.096549900  0.991204059 -1.296759706  0.23067631
# 78 -0.104538244  0.15088448 -1.311673618 -0.792985510 -2.098266566  1.10864059
# 79 -0.885359333  0.36779301 -0.386218481 -0.409522780 -0.483556015  0.37319006
# 80 -0.016068519  1.68184117  1.403500207  0.003599735 -0.100126445 -0.59719346
# 81  0.811656080  1.75796006 -0.156436436 -1.292891302 -0.185101173 -0.01056864
# 82 -0.494047573  1.69864327  0.558754646  1.053708286 -1.239423586  0.71948191
# 83  0.411041481  0.33135932 -0.721333225 -0.053226050 -1.829154423 -1.20117326
# 84  0.824674656 -0.27295462 -0.072816504 -1.383306007  0.324772837 -0.76223934
# 85 -0.775966842  0.29538790 -0.984978040 -0.079566275  0.563527921 -0.77847031
# 86  1.155364198  1.63959301  1.485080022 -1.216004228  0.101876529 -0.22053627
# 87  2.669081799 -1.49602350  0.425257961  0.809258315  0.256750361  0.33541492
# 88  1.541422895  0.49382638  0.257250737  0.105918681  0.479953372 -1.21170505
# 89  1.269436803 -0.97754928  0.099284627 -0.210818670 -0.386926065  0.96257872
# 90  0.360921914  0.50323457  0.631938468 -0.538733970  0.106344682  0.56915300
#           PC37        PC38        PC39         PC40        PC41         PC42
# 1   0.94734341  0.09349428 -0.58872006 -0.803773844 -0.82115572 -0.995714820
# 2   0.51303146  0.86278808 -0.35766758 -0.217946307 -1.15443540 -0.178198152
# 3   0.33670218 -0.23058947  0.41507864 -1.266195272  0.61307945 -0.128132117
# 4  -1.14029609 -0.08465350 -0.08723564 -0.384700600  0.02112535 -0.524668951
# 5  -0.59010095  0.56891631 -0.55739989  0.417882458  0.94351396 -0.378317803
# 6   0.47209387  0.92966080 -0.45171186 -0.684998817 -0.28373612  0.060254045
# 7   1.11751721  0.49337464 -0.90682574  0.566096080 -0.78636799 -0.514395943
# 8   0.84702744  0.82539936 -0.48920815  0.266091269 -0.89039532  0.020275026
# 9   0.16392623 -1.35505145 -0.34784085 -0.520416123  0.47975734  0.552889900
# 10 -0.06177844 -0.70601085  0.75185682 -0.003871071  0.35790910  0.557230641
# 11  1.49366141  0.46565640 -0.87342633  0.805980279  1.33014031 -0.060415436
# 12  0.27759002  0.21287504 -0.18335704 -0.719998353  1.04082772  1.566961362
# 13  0.88462912 -0.90692157 -1.14682745  0.446186650 -0.48960193 -0.549332629
# 14  0.35386909 -0.30361398 -0.29877477  0.248511003 -0.47987426  1.376850908
# 15 -0.53512994  0.22509486  1.43745040  0.185262435  1.11544949  0.041665600
# 16  0.19576221  0.64676358  0.19576377  0.659195568 -1.01613085 -0.041763713
# 17  0.69708056  0.23706329 -1.94613848 -0.159916037  0.20329457  1.033761754
# 18  0.38575287 -0.96226379  0.49218437 -0.233527357  1.05451569 -0.787890288
# 19 -0.73333480  1.79236828 -0.21966158  0.789399184 -0.54019611 -0.531611925
# 20 -1.09488522 -1.26107020  0.14538152  0.781372844 -0.06082635 -0.363761736
# 21 -0.42332906  0.30089118 -0.32189989  0.034307684  1.11895687 -0.328987156
# 22 -0.20546807 -0.58723867  0.44573422 -1.452791426 -0.70879422 -0.965723080
# 23  0.55017009 -1.26969456 -0.22429720 -0.357525257 -1.16202749  0.348480688
# 24  1.18811077 -1.23951061  0.84243983 -0.595124588 -0.60107283 -0.138337161
# 25 -0.03719434  0.25072026  0.85988348  0.062044068  0.20170050  0.818493650
# 26  0.43682136 -0.43049291  0.31594426 -0.763266571 -0.46377017 -0.204176411
# 27 -1.19484093  1.50748723  0.64733478 -0.109924999 -0.14259513  0.351179153
# 28  0.32704459 -0.61396980 -0.57684369  0.605573834  0.60810092 -0.003867459
# 29  1.99677778  0.06193162 -0.54654208  0.039570796  0.12364051 -0.649573726
# 30  1.03659807  1.06226966  0.17410540  0.016655209  0.38320026 -0.107949059
# 31  0.38380942 -1.94735987  0.46334073  0.618095476 -0.16152186 -0.829509565
# 32 -0.90596468 -0.04857673 -0.02539632 -0.572352780  0.79549916 -0.156961545
# 33  0.75435193 -0.22507484  1.06131802  1.278383510 -1.05014055  0.087734296
# 34  0.54252800 -0.15822207  0.03481157  0.624664665  0.71337583  0.259420570
# 35  1.04829058  1.31142098  1.24417865  0.714563798 -0.06034572 -0.553034154
# 36  0.34531087 -1.09050823  0.20864281 -0.231817474  1.40488726 -1.028880476
# 37 -0.47182817  0.02752498 -0.19553356 -0.409597830  0.08441358  1.364809632
# 38  0.33230597  0.71656375  0.62329748 -1.044323652  0.08662676 -0.445254561
# 39  0.47345834  0.34217502  0.33719959  0.423900977  0.94497231 -0.404669285
# 40 -0.61634867  0.30059878  0.08093739  0.174719154 -0.18465073  0.195270228
# 41  1.24135315 -0.38886497  0.18120458  0.852542113  0.56993424  0.469773105
# 42 -0.49148640 -0.46873096  0.44580753 -0.702841598  0.82789633 -0.406575954
# 43 -0.11217281 -0.93225647  0.93669985  0.332996580  0.36535587 -0.466739979
# 44  0.19133920  0.54022531 -0.09560404 -0.487339078  0.43034867  0.624976720
# 45  0.60831294  0.12777226 -0.61108477 -0.410331667 -1.06541158  0.411109214
# 46 -1.13255808  0.38543153 -0.89531883  0.309513361 -0.66699927 -0.394505437
# 47 -1.15287110  0.93825756  1.60366512 -0.457352511 -0.76370362 -0.128069318
# 48 -0.12044377 -0.77717118  0.57048220  0.512179327  1.03090341  1.350272047
# 49 -1.04304468  0.01997887 -0.79585820 -0.800482682  0.36256101 -1.017146896
# 50 -0.03067824 -0.21425640 -0.07931193 -1.158526978 -0.45649165 -0.018117973
# 51 -0.56226197  0.18506914 -1.01518937 -0.172503567 -0.98345499  0.087454108
# 52 -0.70924570  0.10285139  0.27440890  0.475831047 -0.34681778  0.146363868
# 53  0.72538936 -1.01144117  0.22331491 -1.047429261  0.19507893  1.332059598
# 54 -0.14566881 -0.39443091 -0.44162243 -0.506216782 -0.14775939  0.966082084
# 55 -0.33697770  0.81281989 -0.16278559 -1.063391746 -0.45931888 -0.489570152
# 56 -1.61495666 -0.73329996 -0.62910754  1.430491324 -0.70100487 -0.723124350
# 57 -0.33076009 -0.01860238  0.24623737  0.323840563 -0.85943030  1.004312473
# 58  0.62468326  0.66460150  1.03975963 -0.051780139 -0.37126622 -0.853616866
# 59  0.60534097  0.76260041  0.90334243  0.457136581  0.81967190 -0.227674827
# 60  0.11323556  0.51975054 -1.13909818  0.532822886  0.77092762 -0.454385208
# 61  0.07732269  0.16892850 -0.67445221 -0.813752501  0.32004471 -0.279420893
# 62 -0.45588382  0.71879416 -0.42087154 -0.494093689 -0.56940159  0.095121620
# 63  0.38617138 -0.06537697  0.31557585  0.779986836 -0.15164687  1.256731698
# 64  0.01072817 -0.37211922  0.01404595  0.965250598 -0.18493078  0.467721308
# 65 -0.93810535 -0.70083201  0.22991039  0.404661795 -0.69112220 -0.248710559
# 66 -1.40884129  0.95094821 -0.79240817  0.974544833  0.58007621 -0.074948668
# 67 -0.45375554 -0.07934471 -1.09487274 -1.138848278  0.20457261 -0.685873929
# 68  1.18201749 -0.51713258  0.30396824  1.245922999 -0.05009078 -1.185413862
# 69 -0.40111099 -0.60587038 -0.93828597  1.169103980 -0.77584388  0.267544607
# 70 -0.79867446 -0.11610014 -1.02681030  0.895326467 -0.01195121 -0.901349075
# 71 -0.59340467 -1.03296621 -0.12846232 -1.081746271  0.51692874 -0.891173507
# 72 -1.91895698 -0.56414600  0.41227152 -0.662498258 -0.22141069  0.628545700
# 73 -0.41973781  0.29391016  0.32906000  0.586370920 -0.44138802  1.008942551
# 74 -0.86162733  0.60401211 -0.34175986 -0.072501920  0.51760664  1.046136245
# 75 -0.52868485  0.30117111 -0.57605476 -0.512151054  0.33830153 -0.412565399
# 76 -0.53921364  0.33425725  1.66757474  0.737401290  0.18854294 -0.071282003
# 77  1.00731968  1.01484871  0.99857937 -0.040749036 -0.71703095 -0.048602458
# 78 -0.41364158 -0.62354057  0.05377192 -0.221604318 -0.24911173 -0.307735418
# 79  0.24861201  0.41547290 -0.75318139  0.276099768  0.09074049  0.158364267
# 80  0.87020045 -0.78781353  0.40854717 -0.756101960 -0.97270790  0.215220502
# 81  0.13966690  0.95834547  0.24053346 -0.497659020  0.87318327 -0.905013241
# 82 -0.05313941  0.55414075  1.06161813 -1.160399332 -0.49314139  0.876347201
# 83  0.12993808 -0.60908870 -1.42166465  0.257885882 -0.02422069  0.836108262
# 84 -0.64790064 -0.52369766  0.68322893  0.165741622 -0.70455363 -0.333544263
# 85  0.34502289 -0.12067762  0.30081742 -0.141955434 -0.72828926  0.184817907
# 86 -0.28632940 -0.03528259  0.53112236  0.692848829 -0.16409956 -0.889734921
# 87  0.63181032  1.72860070 -0.21904756 -0.380235779  1.00288122  0.365451828
# 88 -0.52951538 -0.37915637  0.46931581  1.460399211  0.68815240  0.700550609
# 89 -0.02587683 -0.23517381 -0.04513331  0.160820328  0.22839793  0.013997479
# 90 -0.17200397 -0.60963021 -0.57845372 -0.393614864  0.48314483  0.136739855
#            PC43         PC44        PC45         PC46         PC47         PC48
# 1  -0.216439918 -0.759930213 -0.31319582  0.173983322 -0.715665150 -0.302376966
# 2  -0.010284554  0.588000959  0.19857958 -1.180492970 -0.192927498 -0.047582633
# 3   0.365480613  0.013680169 -0.13282719 -0.213814464  0.436068884  0.186776429
# 4   1.195656964 -0.455393055 -0.84282537 -0.781911742  0.140878365 -0.322846125
# 5   1.114650459  0.170864305 -0.41314719 -0.334267376 -0.084399887  0.388883665
# 6  -0.535075151 -0.701296528 -0.79012570  1.032337321 -0.234766763  1.606299814
# 7   0.778352363  0.137903335 -0.65250303  0.682598013  0.003035654  0.312403955
# 8   0.209935472  0.008074176  0.58267023 -0.568121615  0.141276446  0.698878122
# 9  -0.813790223  0.413002923 -0.21587029 -0.820863990  0.596764040  0.045301788
# 10  0.631414989  0.490075622  0.12646168  0.061729082  0.068657873 -0.065125998
# 11 -1.479835881 -0.097320436 -0.41279287 -0.333319869 -0.636874241 -0.241186833
# 12  0.298541633  0.256340027  0.66685670  1.326239141  1.010516286 -0.583587843
# 13  1.111647352  0.865572697  0.67727495 -0.058296891 -0.551332056 -0.075627072
# 14  0.103120644 -0.717074720 -0.02295035 -0.493177347 -0.809698895  1.022011990
# 15  0.909615740 -0.056784740  0.30864832  0.153176670 -0.754435967  0.208174436
# 16 -0.774536892 -0.416577430 -0.08665377  0.494561862  0.147746072  0.568699706
# 17  0.598595369 -0.697170828  0.34790949 -0.686862701  0.260719929 -0.344878069
# 18 -1.426747468  0.244468035  0.51772969  1.290413751 -0.242697461 -1.049001957
# 19 -0.785376948 -0.636641746 -0.45548888  0.767902314  1.142101344 -0.386914150
# 20  0.524901111 -1.059104012  0.25678991 -0.095493427  0.213594143  0.264283138
# 21 -0.261816731 -0.033662617  0.84825278  0.303014836  0.069674927  0.913132205
# 22 -0.065937984  0.850032644  0.18410584 -1.035136348 -0.918266241  0.230335929
# 23  0.630709519 -0.892565297  1.53505470  0.640087662  0.075628064  0.149519414
# 24  0.401826187  0.157102471 -0.95376267  0.582722912 -0.022252224 -0.652969551
# 25 -0.302004316 -1.038027201  0.60601626 -0.909480399  0.172198195  1.207931152
# 26 -0.419653290  0.245803606  0.22336066  0.120535775  0.979107296 -0.221793013
# 27  0.156681421 -0.092557810 -0.90593292  0.342218360 -0.794616080 -0.338056237
# 28 -0.344530975 -0.640057101 -0.49587529 -0.473227832  1.080492440 -0.522975464
# 29 -1.685950086 -0.263006490  0.04176937  0.218635668  0.460430551  0.761710136
# 30  0.065788380 -0.352534512 -0.33799778 -0.360945114 -0.226469665 -0.688036537
# 31  0.381872595 -0.138292060 -0.56204421  1.289912749  0.505887446  0.171711701
# 32 -0.439626812 -0.278471649 -0.04101867 -0.121276852 -0.067712466 -0.760493670
# 33 -0.160109615  0.696924096 -0.61271961  0.421309608  0.826457620  0.380395614
# 34  0.047996444  0.394627591  0.50681072 -0.111530021 -0.906134549  0.238346628
# 35  0.188740271 -0.152112480 -0.29249134  0.567744730 -0.196138367  0.113279996
# 36 -0.060955206 -0.360310431 -0.30386522  0.252298274 -0.889066866  0.418726879
# 37 -0.013579404 -0.655950582  0.29543328  0.385043117 -0.530456292  0.268895061
# 38 -0.402308999  0.293714011  0.57967241  0.509708608  0.050890849  0.177198862
# 39  0.296324065 -0.499956713 -0.45276086 -0.101379045  0.630589648  0.336181569
# 40 -0.716492402  0.750728739  0.61058347 -0.008093122 -0.347089489  0.328493102
# 41  1.065643134 -0.211607558  0.76252176 -0.395447950 -0.136978419 -0.391819488
# 42  0.401891209  0.856453629 -0.75843643 -0.576522446  0.401688197  1.256658048
# 43  0.087868738 -0.152546885  0.56535318 -0.630433471  0.689976040  0.910745440
# 44 -0.065104746 -0.007603785 -0.21357125  0.439637747 -1.376950598 -0.349017025
# 45  0.421590780  0.475348833 -0.50755195  0.035452073  0.353770557 -0.565199555
# 46  0.141620045 -0.622937946 -0.79949177  0.656230580  0.376655883 -0.856870253
# 47  0.216238922 -0.221089206  0.97129982 -0.463190340 -0.256664593 -0.745388760
# 48  0.128240405 -0.052672436 -0.87201324  0.301201638 -0.385168892 -0.887159490
# 49  0.454216724 -0.014576703  0.49255650  0.727138692 -0.234360834 -0.785638862
# 50  0.691382558  0.425070438 -1.49908532  0.079729396 -0.103759851  0.370134753
# 51 -0.305114352  1.433556980 -0.08154275  0.139007506 -0.359234594  0.214188808
# 52 -0.888068243 -0.104108249 -0.95141703 -0.188046801 -0.161633471 -0.460135455
# 53 -0.219067225  0.149215019 -0.70870711 -0.934312441 -0.552757147 -0.709669929
# 54 -0.503203963 -0.166168898  0.42322998  0.266017575 -0.653687513  0.289472536
# 55  0.026602965 -0.079742337  0.18954227  0.437399574  0.108996840  0.130754916
# 56  0.749721796 -0.154223817  0.54784714  0.531183290 -0.550076445  0.332146485
# 57 -0.401967120  0.786286159  0.10877710  0.183220331 -0.581394657  0.058075976
# 58 -0.586907373 -1.129217032  0.48916613 -0.028169095 -0.077965543 -0.835218889
# 59  0.002171426  0.461675263  0.25881187 -0.350747628 -0.135720540 -0.590926685
# 60  0.068960871  1.079073911 -0.02840979 -0.068475001 -0.318419425  0.283135583
# 61  0.523616432  0.865998303  0.78914223 -0.488905002  1.229854128 -0.196244045
# 62 -0.517593472 -0.323138077  0.24838871 -1.046300685  0.042156895 -0.059554761
# 63 -0.725316705 -0.130681730 -0.26800800 -1.218895147  0.138225217  0.315490416
# 64  0.518434421  0.534028162  0.19631014  0.008706910 -0.028769591 -1.342015617
# 65 -1.078939805  0.442564548  0.02909803 -0.605615700  0.904352712 -0.312411492
# 66  0.230169987  0.448960831  0.88346498 -0.645303019  0.584706478 -0.454291171
# 67  0.242840707  0.007107897  0.33465967  0.935438904 -0.040530695  0.639813536
# 68  0.692071662 -0.616367745  0.64040080 -0.067969780 -0.204800997 -0.383883852
# 69 -0.983620959 -0.224988709  0.72582895 -0.234183264 -0.117614457 -0.687247439
# 70 -0.702304338  0.550698100  0.21549180 -0.528431363 -0.814517090 -0.105846947
# 71 -1.138454253 -0.374686878  0.27018795 -0.506583720  0.146586500 -0.187685421
# 72 -0.382683809  0.794191786 -0.73935377  0.278274164  0.812967665  0.020152122
# 73  0.508005914 -0.700939448  0.25193101  0.057097312 -0.669349887  0.850427354
# 74 -0.761475889 -1.153908503 -0.32844028  0.209785486  1.266713518  0.351528736
# 75  0.012758975  0.911486764  0.12680325 -0.119177912 -0.558815659  0.024826387
# 76 -1.182141459  1.453297449  0.39097182  1.001036665 -0.623353656  0.711381821
# 77 -0.106125526  0.896740726 -0.48823155 -0.123639446  0.752125381 -0.771823504
# 78 -0.536358734 -1.176865755 -0.82190744 -0.671701874 -1.512360590 -0.071892858
# 79  0.734268189  0.683781462 -1.42939719 -0.003008938  0.032134187  0.450955117
# 80  0.243502886  0.834205026  0.02889771 -0.356715101  0.478464126  0.358416204
# 81  0.402502526 -0.326431533 -0.63986266 -0.940340018  0.130819004  0.128801072
# 82  0.636461577 -0.897252720  0.72759574  0.448152915 -0.469155503 -0.755228255
# 83 -0.073906523 -0.040083479 -0.68243328  1.197415023 -0.513163296 -0.536575174
# 84  0.900919782 -0.911074944 -0.25368197  0.620907377  0.284084618  0.616808345
# 85  0.127180304  0.496885660  1.33808866 -0.142407175  0.451580736  0.005542674
# 86  0.328418656 -0.698470560 -0.41214268 -1.070828926 -0.075735810 -0.308135052
# 87  1.121915634  0.422781730  0.84920520  0.518629244  0.358595947  0.033521706
# 88  0.262293874  1.242180957 -0.35269926  0.227593962  0.226894204  0.290692089
# 89  0.810783586 -0.665394730 -0.52763948 -0.298984260  1.126527050 -0.008866071
# 90 -0.690738930 -0.676926724  0.69132077  0.476597489  0.723347954  0.320956749
#            PC49         PC50         PC51         PC52         PC53
# 1  -0.033014039  0.221127815 -0.003146113 -0.047986567  0.268698009
# 2  -0.294126536  0.291282788  0.526047914  0.369001151  0.735857384
# 3   0.762630225 -0.432609932 -0.482495986 -0.199753083  0.935651291
# 4  -0.674520348  0.528111543  0.221902003 -0.657450404  0.833084077
# 5   0.042315661  0.270811056 -0.276340983 -0.362441489  0.425596790
# 6   1.047382770 -0.020998569 -0.162495564  0.177727301  0.316990777
# 7   0.916854736 -0.526668729 -0.166921167 -0.119680301 -0.025563495
# 8  -0.515740895 -0.019398903  0.245967929 -0.110768889 -0.630886352
# 9   0.813259886  0.424896974 -0.434255279  0.422065349 -0.005298830
# 10  0.877326721  0.151269608 -0.248994331  0.310198097  0.198647195
# 11  0.689290233 -0.770950798 -0.249944079 -0.062188541 -0.488183478
# 12 -0.145981513  0.837559975 -0.188377300 -0.656241230 -0.135541790
# 13 -0.110917967  1.072952660  0.169751571  0.394608437  0.500850452
# 14  0.272702170  1.354119195  0.345140204  0.346212787 -0.183293322
# 15  1.012357450  0.361602974  0.042981020  0.086120425 -0.694164696
# 16 -0.177116267 -0.147562631  0.197541968 -0.616038239 -0.155174358
# 17  0.070570103 -1.406712685  0.296142331  0.175601099 -0.458795836
# 18  0.085930918 -0.108267786 -0.076330442  0.059300991 -0.455376240
# 19  0.072162755 -0.159078532 -0.072176181  0.329181762 -0.003323523
# 20 -0.304404924 -0.483068920 -0.430298296  0.176246688  0.114121214
# 21 -0.450226259 -0.370885774 -0.125831016  0.088576882 -0.054880556
# 22  0.117672923 -1.073878622  0.157540232 -0.264045919 -0.306642583
# 23  0.345586153 -0.480899650 -0.225048447 -0.159612667  0.475419358
# 24  0.359351929 -0.097838476  0.316266376  0.510723660 -0.508048894
# 25 -0.187865077 -0.079414765 -0.832549871 -0.570627341  0.084458710
# 26  0.306412046 -0.274236197 -0.092196986 -0.209428263  0.245408778
# 27 -0.965853387 -0.605028769  0.004254621  0.423853349 -0.102610076
# 28 -0.217412272 -0.108634372 -0.825779666  0.407198017  0.316186475
# 29 -0.494978587 -0.121328834  0.138106958 -0.274309133  0.064471470
# 30 -1.305959364 -0.303290545 -0.713197380  0.001761631  0.578947933
# 31 -0.082816040 -0.293681980  0.488313184  0.336869151 -0.503389719
# 32 -0.653073090 -0.593783900 -0.023891086  0.828261068 -0.410633389
# 33 -0.095371543  0.307090425 -0.214141260 -0.267258206  0.491428483
# 34  0.066254276 -0.285665477  0.238096724  0.499578354 -0.213660876
# 35 -0.220207652 -0.386779037  0.404964179 -0.168243830  0.173257539
# 36 -0.475634943  0.063286637 -0.499670469  0.749050105  0.394203885
# 37 -0.554424033  0.489244433  0.878102807  0.607579361  0.335788193
# 38 -0.529527434  0.266382720  0.555388274 -0.336883501  0.563694528
# 39 -0.521989898  0.551260092 -0.832934695 -0.774034247 -0.625621258
# 40 -0.170052006 -0.252446596  0.864589689  0.357539318 -0.680818306
# 41 -0.362592937 -0.440660003  0.737344651  0.140452127  0.381144144
# 42 -0.283081730 -0.093541729 -0.466993935  0.051942228  0.719867935
# 43  0.466878961  0.034397593  1.190575866 -0.078453884  0.496772079
# 44 -0.002835594  0.688101645 -0.211800758 -0.991449204 -0.167071522
# 45  0.371115062  1.321173386 -0.417993889 -0.486555250 -0.365575774
# 46 -0.470338650 -0.724124685  0.493229355 -0.338997570  0.169114145
# 47  0.811117341 -0.166727463 -0.202296154 -0.369452410 -0.622766282
# 48 -0.230219736 -0.401745949  0.071541845 -0.741855732  0.677824181
# 49 -0.292350481  0.488078659 -0.373000089 -0.229397065  0.354681040
# 50  0.026850325 -0.481473551  0.710750943 -0.510379657 -0.284676632
# 51 -0.535183303 -0.062336533 -0.570765392  0.428346563  0.282019131
# 52  1.343124134  0.171185768 -0.307540590 -0.222658587  0.039280454
# 53 -0.184110906 -0.382249102 -0.166866673  0.208944064 -0.364880943
# 54 -0.633634402 -0.099420482 -0.095378466 -0.642459041  0.147434060
# 55  0.136497881 -0.375194334 -1.180585602  0.301041509 -0.091140810
# 56 -0.977630073  0.123183423 -0.567693965  0.213005059 -0.452922705
# 57  0.877083123 -0.053745535 -0.478648111  0.412668384  0.525476605
# 58  0.469968645  1.208059639  0.389128603  0.193735939  0.274830759
# 59 -0.423688611  0.265600906  0.793389914  0.159989640 -0.336401058
# 60 -0.245275401  0.721703707  0.354246800 -0.022596911 -0.231813986
# 61  0.446999951 -0.216526824  0.330807093 -0.213725864 -1.316547713
# 62 -0.207592064  0.207178003 -0.189241603 -0.072226072  0.060186960
# 63 -0.979869005 -0.014627193 -0.562044065 -0.328708159 -0.647433141
# 64  0.562862875  0.045151281  0.090402492  0.005311051  0.469590542
# 65 -0.339521576  0.523271983  0.517679747 -0.007886289 -0.332861853
# 66  0.926023264 -0.114098694 -0.123173348  0.660800590  0.257791790
# 67  0.482760061  0.123221133  0.088126261 -0.358287300  0.274053982
# 68  0.022614511 -0.298958400  0.136085622 -0.920020099  0.066323831
# 69  0.561955765 -0.184906556  0.288920031 -0.176216347  0.253430705
# 70  0.660127662  0.044115871 -0.706819885 -1.393012201 -0.236777275
# 71 -0.724098784  1.272869571 -0.030036841  0.152614941 -0.460827393
# 72 -0.100192941 -0.148030481  0.332734780 -0.248019695 -0.076522158
# 73  0.227327024 -0.252876811  0.156451364  0.305897844 -0.063081532
# 74  0.286534686  0.258672954  1.159209683  0.248553835  0.633341628
# 75  0.116032178 -0.936782267  1.085506747 -0.134774717  0.600140716
# 76  0.006384189  0.018548880  0.074667429 -0.074530469  0.026502878
# 77 -0.313365245  0.009201105 -0.487427260  1.188485185  0.498749087
# 78  0.533680667  0.271800975  0.057954095  0.374130057  0.180785451
# 79  0.294520231  0.207968390 -0.174808891  0.310995173 -1.044265941
# 80 -0.586780243 -0.350831133 -0.332836483 -0.017083354 -0.040766480
# 81  0.280978249  0.174750631  1.114242821 -0.040877702 -0.263903132
# 82 -0.064977088 -0.381021567 -0.377511802 -0.519412648 -0.308451283
# 83 -0.519945098  0.392220638  0.535272412  0.337422733 -0.171634117
# 84 -0.282141932  0.130270622 -0.229547558  0.787084614 -1.145629578
# 85 -0.754292092  0.039810753 -0.068519617 -0.003853337 -0.003265785
# 86  0.309637745  0.097018667 -0.494017780  0.806798705  0.165598965
# 87  0.310797970  0.358465212 -0.630358796  0.889891330 -0.076879734
# 88 -0.269653610 -0.292849659 -0.276884422 -0.556974146  0.406591131
# 89  0.289890145  0.065014649  0.476554371 -0.769294261 -0.427585719
# 90  0.284761976 -0.576195511 -0.376112337  0.490783270  0.161295383
#            PC54         PC55         PC56         PC57        PC58
# 1  -0.645895423  0.424722710 -0.374699349 -0.493469300 -0.43732025
# 2  -0.515259475  0.073881903  0.008531859  0.237275193 -0.44976476
# 3   0.143634240  0.094630672  0.203369221 -0.150707075 -0.99687660
# 4  -0.445082895  0.415168593  0.395394926  0.346055452  0.56061716
# 5  -0.568810224  0.697796766 -0.271655999  0.614602309 -0.49814070
# 6  -0.209051371 -0.361958058 -0.398205305 -0.103625050  0.57663054
# 7  -0.189782990 -0.424647093  0.010291093 -0.213176142 -0.44334751
# 8   0.109363494  1.072633243  0.391318990 -0.006834201  0.03611853
# 9  -0.558812126  0.250739467 -0.292937121 -0.115741625 -0.04611011
# 10  0.064516015 -0.014288454 -0.215920732  0.276223623  0.22780132
# 11 -0.055680541 -0.144582968  0.013255812  0.523792201 -0.39154158
# 12 -0.260161286  0.168658791 -0.618418081 -0.161569299  0.05489525
# 13  0.251510907 -0.825909225  0.355785834  0.173575997 -0.36828236
# 14  0.550477703 -0.560085571 -0.451554133  0.003930814  0.36011184
# 15 -0.450782458  0.244107161  0.227261454 -0.020841717  0.12781888
# 16 -0.007232763  0.692177457  0.235283489 -0.076370837 -0.46002224
# 17  0.745401034 -0.467749319  0.329136366  0.613734631 -0.14159110
# 18  0.081180893  0.024222225  0.875974310 -0.021193521 -0.05000437
# 19  0.218046074 -0.146659443 -0.111105665  0.364130945 -0.46986695
# 20 -0.027523937  0.218731958  0.307765362  0.461981251  0.03755528
# 21  0.355846648 -0.029177468 -0.545537805 -0.257647558  0.25624602
# 22 -0.202162735 -0.257675953  0.125203692 -0.044127381  0.24495350
# 23 -1.209709703 -0.046338706  0.749655345  0.276776590  0.54004229
# 24 -0.120146783  0.138995436  0.129513084 -0.565645133  0.12682763
# 25 -0.131356499 -0.642540271  0.317417757 -0.066979838 -0.14179816
# 26 -0.418437085 -0.875022460 -0.152254856  0.325266070  0.02291962
# 27 -0.504092608  0.722444604 -0.460545859  0.636407560 -0.11782721
# 28 -0.560333002  0.086934147  0.541633619 -0.524268433  0.37120922
# 29  0.104425501 -0.086090954  0.221455898  0.106157955  0.26991413
# 30  0.378582224 -0.402244143 -0.639582405 -0.261626747  0.70126006
# 31  0.856457555  0.161571667 -0.492926685  0.533283969 -0.41754609
# 32 -0.576958688 -0.356397341 -0.745177052  0.073024578 -0.05485301
# 33 -0.055869172  0.212733300 -0.451607170  0.351786009  0.40457275
# 34  0.026304711  0.004823501 -0.455372809 -0.031319597  0.32838275
# 35 -0.067123144  0.298845214  0.522009178 -0.530525244  0.57177890
# 36  0.472116983 -0.108847830  0.192870319  0.644667399 -0.18544849
# 37  0.127988496 -0.385310482  0.736801949  0.205947055  0.14070595
# 38  0.311454102 -0.094270910  0.536656988  0.086163778 -0.62886884
# 39  0.036624090 -0.174776282  0.486003021  0.152673336 -0.47799431
# 40 -0.311785233  0.513538131  0.300976624 -0.149742413  0.03419617
# 41 -0.474907038 -0.150680204 -0.024299233 -0.516779516 -0.42322784
# 42  0.473199751  0.041369118  0.106481212 -0.763204385  0.09650058
# 43  0.159246286 -0.227400358 -0.763524349  0.175272911  0.02978183
# 44  0.193148225 -0.291371135  0.148110097 -0.733421955 -0.05188473
# 45  0.089549081  0.351848634  0.022250221  0.606236210  0.21719558
# 46 -0.105229910 -0.804178347 -0.260249895 -0.136475197  0.09374542
# 47  0.460313641 -0.497577007  0.464159981  0.100020691  0.05869491
# 48  0.190936093  0.388163262  0.551395706  0.297214571 -0.34743132
# 49  0.605809235 -0.050645396 -0.312969681 -0.160899424  0.42436821
# 50  0.514064540  0.287851685  0.048691648 -0.248476995  0.69219970
# 51  0.159574924  0.244287180  0.206046811  0.598701779  0.37541700
# 52  0.720183823  0.079535777  0.048308282 -0.414398141  0.11736516
# 53  0.021599246  0.083276311 -0.681790576 -0.038186874 -0.02692130
# 54  0.003915984  0.468505545 -0.191993708  0.060845176 -0.64841175
# 55 -0.237348034 -0.685050481 -0.341325255  0.050346810  0.37144453
# 56 -0.118983630 -0.278378078 -0.401566672 -0.512113667 -0.51221826
# 57  0.192885827  0.623912261 -0.316912093  0.433682296 -0.26453509
# 58  0.526924093 -0.326756670 -0.543591455  0.444108961 -0.31675980
# 59 -0.823737451 -0.315407610 -0.001743591 -0.489447947 -0.13702425
# 60  0.463111255 -0.227808581  0.396983617 -0.003347812  0.25278071
# 61  0.211766092 -0.031427438  0.159767053  0.391857280  0.39995392
# 62  0.730253962  0.137027179  0.347014975  0.365985527  0.17529515
# 63  0.298241920  0.015047999 -0.113058565 -0.346064791  0.32342091
# 64 -0.120520546  0.099066075 -0.142994081 -0.121177172  0.34173377
# 65  0.324851283  0.091703797 -0.361464164 -0.858652611 -0.34935886
# 66 -0.003137579  0.529827781  0.063285043 -0.150152460  0.09741744
# 67 -0.379542537  0.338158116  0.177353514 -0.645857239  0.08976588
# 68  0.846881358  0.454304922 -0.529020292  0.300527451  0.57465837
# 69 -0.224640323 -0.028386795 -0.011459977 -0.176964897  0.23485444
# 70 -0.704908045 -0.291219351 -0.396501727 -0.262964880 -0.24944832
# 71 -0.689424634 -0.122257064  0.037211299  0.595529164  0.29251629
# 72  0.679192391 -0.413232481  0.378849060 -0.226332111 -0.48554650
# 73 -0.198770310 -0.499213833 -0.013344764 -0.277746032 -0.09935547
# 74 -0.286504893 -0.278578309  0.087836297  0.039941040 -0.01990159
# 75  0.451739955 -0.369539069 -0.200839121 -0.066138730 -0.04978253
# 76 -0.403705046 -0.096519774  0.274451191  0.595507344  0.32812207
# 77 -0.306301225 -0.303530456  0.222366282 -0.250073418  0.06537719
# 78  0.181843866  0.379425193 -0.077631290 -0.173909332 -0.27059648
# 79 -0.466599874 -0.286816440  0.345059903  0.148456450 -0.41733594
# 80 -0.138296737 -0.037671708 -0.206052472  0.265294192 -0.56538242
# 81 -0.602304851  0.446559873 -0.362743968  0.262839142  0.18620165
# 82  0.082724342  0.058294446 -0.163948092  0.239633178 -0.02800107
# 83 -0.089945024  0.114473719  0.407093910 -0.165428874  0.24862096
# 84 -0.208763579 -0.086938926 -0.087859895 -0.133291996 -0.08111616
# 85  0.306696317  0.451512757 -0.181291256 -0.598990509 -0.36124099
# 86  0.515306751  0.044120282  1.076821362 -0.331450299  0.12294797
# 87  0.624206807  0.311360998 -0.191522197 -0.310368871 -0.29633275
# 88 -0.264852522 -0.674877472 -0.064602269  0.224948909  0.33310890
# 89 -0.176720362 -0.054262380 -0.049429474  0.028214190 -0.09688917
# 90  0.255096570  1.277308444 -0.111872518 -0.324892740  0.33786087
#             PC59         PC60         PC61         PC62         PC63
# 1  -0.2587814450  0.066613384 -0.488977420 -0.141266519 -0.496809334
# 2   0.1257826077  0.206177534 -0.100977989 -0.365850602 -0.077100055
# 3   0.0556572142  0.131010817  0.130464789 -0.363886434  0.282311589
# 4   0.6982321375 -0.263762735  0.200398677  0.028780367  0.225123095
# 5   0.0417469081 -0.385259950 -0.014495276  0.255673444 -0.625870185
# 6  -0.4702995534 -0.016577173 -0.021310243 -0.037628356  0.266501849
# 7   0.6022753077  0.083340735  0.128745198  0.081376249 -0.194506114
# 8  -0.5047718980  0.037489242  0.154782983  0.194705773  0.086755224
# 9  -0.1634056134 -0.569326641  0.068020393  0.085891609  0.187187132
# 10  0.3575432620 -0.190603865 -0.254771155 -0.245840451  0.362603101
# 11  0.6093800985 -0.044857631 -0.158439674  0.121504935  0.272213442
# 12  0.0552994168  0.153999266 -0.101206049  0.429654231 -0.281005480
# 13  0.0297213952  0.032862864 -0.267181458 -0.263069994  0.151210272
# 14  0.5975321462 -0.355139923 -0.273907105  0.102426805 -0.058348068
# 15  0.2221044214  0.357974967  0.380169242 -0.031206575  0.065542071
# 16  0.0002194226 -0.376579258  0.138585921 -0.241865071  0.755607395
# 17  0.0022396641 -0.040549969  0.256036795  0.183342054 -0.216683164
# 18 -0.2436637963 -0.066427538  0.093942531 -0.079970078 -0.091620707
# 19  0.7514983722  0.150572213 -0.188847933 -0.202611153 -0.228264247
# 20 -0.1320215658  0.251936942 -0.162774029  0.103652852  0.012891162
# 21  0.0226532351 -0.009754011 -0.502538173 -0.368410230 -0.047686754
# 22  0.7406309431 -0.105722084 -0.261156082  0.298979576 -0.357432754
# 23  0.1625061928  0.114690576 -0.286782674 -0.316339077  0.149123847
# 24  0.2656283955 -0.340919336  0.582858462 -0.125452287  0.118217604
# 25 -0.3526837626 -0.531694358 -0.062377525  0.097375931 -0.279166862
# 26 -0.2003990388 -0.147466594  0.390320477  0.366541792 -0.066393630
# 27 -0.1712434584  0.276224860  0.331709505 -0.196706207  0.360186114
# 28 -0.0451889681 -0.426622258 -0.130952193  0.015614311  0.270442252
# 29  0.0815141536  0.210693961  0.130174933  0.193732602  0.308433091
# 30  0.3607391557 -0.117756388  0.191372901  0.289591713  0.223416551
# 31  0.0329469716 -0.653792331 -0.133085475 -0.021858135 -0.060998279
# 32 -0.2355155036  0.090170195 -0.235420358  0.378784268  0.069554679
# 33 -0.1972808707 -0.092787669 -0.530066902  0.023265217  0.097891463
# 34  0.1459663792 -0.189109802  0.058798269  0.480431125 -0.382908735
# 35 -0.0920782125 -0.225870817  0.080061633  0.148175756 -0.352014552
# 36 -0.2101430973  0.231550181 -0.123633045 -0.152332064  0.235542451
# 37  0.2801941923  0.467947671  0.090442980  0.052573447  0.111933116
# 38  0.0198162828 -0.389298538  0.298658560  0.239206147  0.264569651
# 39  0.2814388252  0.151803843 -0.315063683  0.321732346 -0.283787041
# 40  0.1609278925 -0.057707809  0.275570225 -0.116279537 -0.242353148
# 41 -0.4540601592 -0.212713491  0.170547423 -0.533910307  0.015014466
# 42  0.2309590518  0.327914247  0.059405938 -0.266065295  0.088028911
# 43 -0.4954947484  0.417760484  0.295415103  0.449434073  0.023556963
# 44 -0.2162675098  0.022012587 -0.645830936 -0.204561953 -0.201280300
# 45 -0.3790808154  0.026751132  0.342604001 -0.375555106 -0.166202165
# 46 -0.7165159518 -0.200255051 -0.236645314 -0.057267996  0.040184216
# 47 -0.3090379133  0.413894936 -0.284211652 -0.386692836  0.087228476
# 48 -0.4242267984 -0.051659985 -0.002321195 -0.102665615 -0.909879853
# 49 -0.1173970478 -0.027137243  0.458541433  0.066387264  0.407484475
# 50 -0.4239544740  0.070744304 -0.485277759  0.353846327  0.023401077
# 51  0.2141213054 -0.164732584  0.396058300  0.065465450 -0.352903520
# 52  0.2740517087 -0.222785701  0.386849924 -0.256098987  0.065141002
# 53  0.2165741975 -0.056942091  0.361406500 -0.633628805 -0.038200112
# 54  0.0614028666  0.526819048  0.317574549  0.174239258  0.378350627
# 55  0.1305425692 -0.051152992 -0.011736241 -0.674935733 -0.667239383
# 56  0.2030203243 -0.124360854  0.213148988 -0.349124288  0.104632727
# 57 -0.0136857879  0.325558649 -0.716032504  0.432537400  0.222269606
# 58 -0.0791527730  0.228937883  0.071317871 -0.008495240 -0.289814285
# 59  0.2724160609  0.097456951 -0.800012228 -0.185331409  0.293543307
# 60 -0.4242314806  0.160968998  0.067057330  0.190108491 -0.085217730
# 61 -0.5425259460  0.184981077  0.001120686 -0.283974058  0.149213380
# 62  0.0843492511 -0.310474133 -0.170938381 -0.306090904 -0.067030761
# 63 -0.3662433407  0.150347519  0.042390676 -0.483476431  0.030864306
# 64  0.0045668582 -0.091866956  0.196196306  0.187024716  0.048175751
# 65  0.5116285125  0.462724565  0.291930780  0.285626705 -0.592952657
# 66 -0.2458155399 -0.554735508 -0.540266234  0.225778483  0.115488726
# 67  0.0875254830  0.310198782  0.091369245  0.304551620 -0.248731397
# 68  0.1282460607  0.277065023  0.025190066 -0.265612596  0.092520611
# 69  0.0231877052  0.417876053 -0.140420651  0.135192568 -0.009172137
# 70 -0.4734487366 -0.198258706  0.536871021  0.219500487  0.337497882
# 71  0.1337861610 -0.067824221  0.058839103  0.081002472  0.047255197
# 72  0.0594188502 -0.283489739 -0.565388901  0.088769055  0.385577341
# 73  0.0985455984 -0.185536814  0.559597538  0.320769062 -0.090420331
# 74 -0.2005886127 -0.191299490  0.371385417 -0.319745152 -0.114272344
# 75  0.0215672716 -0.124598936  0.053917694 -0.205169037 -0.021008291
# 76  0.0716513725 -0.490076915  0.189469474 -0.322607508 -0.298590296
# 77 -0.3000904607  0.650687165  0.132607737  0.330578722  0.100014134
# 78 -0.7497621795  0.306327878 -0.030674268  0.086427560  0.021827134
# 79  0.1040171658  0.508882731 -0.055198793  0.144141562  0.379991260
# 80 -0.5669152095 -0.042065606 -0.191055279  0.203357513 -0.355062498
# 81  0.0481070132 -0.340552920 -0.244503872 -0.211339580  0.130435303
# 82  0.3756866577 -0.250905116 -0.106670400  0.795526194  0.418772694
# 83  0.0645085554 -0.175396494 -0.294300734  0.002300535  0.047123604
# 84 -0.3726019365 -0.038753469  0.046009529  0.051526920 -0.101688664
# 85  0.3413388181 -0.429056144 -0.125058855  0.073740661  0.265613789
# 86 -0.0870656574 -0.033690756  0.127231270  0.579499039 -0.157003617
# 87 -0.2781573940 -0.206689677  0.351712421 -0.087188323  0.065473103
# 88  0.0010909972  0.752214035  0.143636976 -0.101627987  0.152009581
# 89  0.6899116186  0.424646036  0.080725343 -0.164494650 -0.027073795
# 90  0.3573802289  0.644768939 -0.160734474 -0.284112123 -0.277253552
#           PC64         PC65          PC66          PC67         PC68
# 1   0.31131402 -0.093244912 -1.045979e-01  0.0683325580  0.061360483
# 2   0.17367777 -0.088489828  3.582273e-01  0.3019439867  0.332139958
# 3  -0.11798462  0.061131539 -2.414533e-01 -0.1919732958  0.178073026
# 4  -0.04329213  0.155613410  5.170790e-02 -0.2080014041  0.092643354
# 5  -0.08266091  0.147022204 -2.379650e-01  0.2241273211 -0.118548694
# 6   0.12754463 -0.267234839  3.047836e-01 -0.2227590322  0.088617507
# 7   0.03910216  0.003406764  2.778690e-01  0.1148561533  0.078030644
# 8  -0.28593838  0.145509709 -3.588545e-01 -0.1804446822  0.181595738
# 9  -0.18060586 -0.157649752 -1.597855e-01  0.0655118491 -0.123558948
# 10 -0.25337598 -0.115129117 -1.315948e-01  0.2529595597  0.105791225
# 11  0.03083466 -0.195791502  5.758552e-02 -0.0648134688  0.034651098
# 12  0.31009844  0.135591763  1.024371e-02 -0.3766290906  0.337804225
# 13  0.11308183  0.152234982 -3.206661e-01 -0.1115198346 -0.364706400
# 14  0.14397693  0.209802201  2.971615e-01 -0.1577099776  0.167238829
# 15  0.27345237 -0.032918572 -2.588451e-01  0.0382908001 -0.291819109
# 16 -0.10126183  0.057235258 -1.880437e-01 -0.1539744159 -0.189434405
# 17  0.17293444 -0.179273607 -4.661938e-02 -0.0103271418 -0.064567399
# 18  0.02580072 -0.102492331  1.230973e-01 -0.1301171975 -0.267025521
# 19 -0.58499703 -0.053369316 -9.606130e-02  0.2033045880  0.027825103
# 20  0.23695789 -0.193781542  3.082805e-02 -0.1549550108  0.082673900
# 21 -0.05069678 -0.035766335 -7.670702e-05  0.0181036480  0.118403424
# 22  0.03856538  0.301354113  2.085352e-02  0.0367018696 -0.041381980
# 23 -0.44572929  0.099985214 -1.706215e-02  0.0689471895  0.111912565
# 24  0.11743124  0.038287233 -2.252257e-01  0.1711298147  0.081158044
# 25  0.15445820  0.365818706  8.286641e-02  0.3741338150 -0.457636336
# 26 -0.08380255  0.400655925 -8.151255e-02  0.2124366992  0.236913212
# 27  0.01185653  0.236996735  4.651787e-01  0.0469339241  0.060972976
# 28  0.25155629  0.242094814  7.106107e-02 -0.3909458282  0.155997387
# 29  0.12990448 -0.103236000 -1.341016e-01 -0.0070704823 -0.024998759
# 30 -0.44633414 -0.459243991 -4.557217e-02 -0.0295973366 -0.152722509
# 31  0.04071457 -0.023911974  3.111430e-01  0.0585754552 -0.095181389
# 32 -0.61141899 -0.037573909 -1.764373e-01 -0.0178520872 -0.068990561
# 33 -0.13605547 -0.070800201 -1.401452e-01 -0.1512491971 -0.047421486
# 34 -0.12740275 -0.009974037 -1.142644e-01  0.1895483736  0.157954458
# 35  0.15721554  0.153886206  5.113794e-02  0.0189313585  0.172633582
# 36  0.37842405  0.113029964 -9.248064e-02  0.1965857728  0.113170062
# 37  0.07120513 -0.332006793  2.145326e-01 -0.1483263382 -0.032294139
# 38 -0.18246944 -0.106410751  2.834937e-01  0.0985105580 -0.147184343
# 39 -0.07416661 -0.285827868 -2.712643e-01 -0.0485526456  0.233628727
# 40 -0.20304804 -0.030728352 -1.908258e-01 -0.2955487803  0.061336104
# 41 -0.11249031  0.031077299  2.117892e-01  0.0428814616  0.110869648
# 42 -0.09508456 -0.166175862 -4.162407e-01 -0.0816706903  0.045782702
# 43 -0.03752725  0.046143175  3.875846e-02 -0.0490211107 -0.025721638
# 44 -0.60944607 -0.181879950  4.592054e-02  0.1099814706 -0.109458617
# 45 -0.20174897 -0.659135757  1.786786e-01 -0.0368654333 -0.339877726
# 46  0.36242226 -0.009807711 -5.329193e-01  0.0880023821 -0.259501612
# 47  0.16842587 -0.097975482 -1.040619e-01 -0.0067475827 -0.007401490
# 48 -0.23299314  0.286558347  4.236270e-02 -0.1239235592  0.162979841
# 49  0.22590779  0.363847192 -2.189514e-02 -0.0032678626  0.244690889
# 50  0.03974044 -0.064545957  2.319370e-01  0.2705611727  0.052035076
# 51 -0.11755772  0.364648619 -8.205675e-04  0.0284812928 -0.333388745
# 52 -0.10233976  0.516688113 -1.150665e-01  0.1309560290  0.106593260
# 53  0.20176664 -0.185600573  9.704371e-02  0.0005163546  0.033692909
# 54  0.17548012 -0.380907478 -2.878093e-01  0.4044367302  0.308746947
# 55  0.07222181 -0.196281704 -4.973611e-02 -0.0852793626  0.089562455
# 56  0.30934453 -0.174136766  4.310371e-02 -0.0643720402  0.061060762
# 57  0.11857122  0.011352857 -6.240451e-01 -0.0634758765  0.004875466
# 58 -0.05152769  0.375050330 -4.489124e-02 -0.1882337813  0.145939765
# 59  0.03686064  0.348417070  1.095694e-01 -0.0513104902 -0.198956734
# 60 -0.22454208  0.096623194  2.305981e-02  0.1126589781 -0.059539890
# 61 -0.25415502 -0.015507281 -1.310959e-01  0.1467650400  0.346433474
# 62  0.26923111  0.120731510 -1.889633e-01 -0.2158990056  0.013671384
# 63  0.30851162  0.293330750 -9.645705e-02  0.1893269377  0.038406289
# 64 -0.03780205 -0.427699971 -1.689474e-01  0.0422824376 -0.226997037
# 65  0.42952696 -0.121191270 -9.490453e-02 -0.0057748120 -0.093344201
# 66  0.13234399 -0.189143961  4.518765e-01  0.1793588569  0.197032857
# 67  0.17678185 -0.068376218  5.547468e-02  0.2706580152 -0.125826547
# 68 -0.13736781  0.311207615  7.946775e-02  0.1950100174 -0.012241940
# 69  0.21741638  0.028305933  1.253332e-01 -0.0378308325  0.076889865
# 70 -0.03021818  0.034296246  3.108989e-01 -0.2137194094  0.021523262
# 71 -0.37744184  0.102732047  1.177365e-01  0.1243492070  0.036819768
# 72 -0.25644184  0.098684640  3.724933e-01 -0.0086974935  0.065239371
# 73 -0.74736748  0.151244193 -2.542623e-01 -0.2457178716 -0.026103021
# 74  0.27740860 -0.031575833 -1.955180e-01  0.3880030090 -0.150672752
# 75 -0.14690293 -0.062524684 -1.856998e-01 -0.5600484789 -0.010044019
# 76  0.41874145 -0.373233713  6.106962e-02 -0.0115628329  0.294963410
# 77 -0.03442963  0.151797652  4.343130e-02  0.0405604856 -0.026885316
# 78 -0.46188644 -0.062096712  2.816233e-01 -0.0187326374 -0.012365833
# 79  0.19289166  0.612123944  1.085258e-01  0.0066383955 -0.057455570
# 80  0.25556700 -0.063124373  3.738521e-01 -0.4080669406 -0.131064350
# 81  0.44186788 -0.301905192 -2.743701e-01 -0.1343058384 -0.288615506
# 82  0.58987300  0.041764317  2.663547e-02 -0.0210851348 -0.238748176
# 83  0.09569660  0.154790774 -2.854901e-01  0.1121975562  0.171734932
# 84 -0.29975399 -0.103418542 -1.730578e-01 -0.0665374903  0.068078655
# 85 -0.24394178 -0.234212408  1.377506e-01  0.3001700922 -0.026828036
# 86  0.13885089 -0.595751181  1.665298e-01  0.0241046042  0.142828108
# 87  0.14137712  0.191055334  2.055301e-01 -0.0569970763 -0.102886922
# 88  0.05106691 -0.132389237  2.287352e-01  0.1181956096 -0.204118542
# 89 -0.20271172 -0.232434568  3.351559e-01 -0.1743823959 -0.005456843
# 90 -0.13108259  0.353760024  3.635932e-01 -0.1000681432 -0.552003686
#             PC69          PC70
# 1  -0.2514131732 -0.2011164408
# 2   0.1045879687 -0.0397969798
# 3  -0.2939202388  0.0904550871
# 4   0.1804247616 -0.0150541380
# 5  -0.2867872172 -0.1833202267
# 6  -0.0258340847  0.0252042934
# 7   0.0683201310  0.0148897962
# 8   0.0703920149  0.0941156821
# 9   0.2941203120 -0.0755764933
# 10 -0.2621696903 -0.1753359357
# 11  0.1699630783  0.0646895472
# 12 -0.0318694129 -0.2241117842
# 13 -0.0770038174  0.2082239849
# 14  0.0033651349 -0.0133599370
# 15 -0.0240989767 -0.1216812605
# 16 -0.1770974675  0.0106143542
# 17 -0.1922352664  0.0483502967
# 18  0.3384621888  0.0111808161
# 19  0.1752036536  0.0103407991
# 20  0.0679366830 -0.0469770512
# 21 -0.0998443888  0.1362081327
# 22 -0.0014813507 -0.1161759623
# 23  0.0235570752 -0.0260983317
# 24  0.0301388532 -0.0239065695
# 25  0.0009406937  0.0517165405
# 26  0.1867135696 -0.0685212414
# 27  0.0914391779 -0.0225864749
# 28 -0.1475899009  0.0961515261
# 29  0.0040362212 -0.2735521502
# 30  0.0545038096 -0.0899403581
# 31 -0.1314278294 -0.1211520328
# 32 -0.2264822173  0.0843444789
# 33 -0.0528488804 -0.0484215913
# 34 -0.0083283037  0.1174475707
# 35  0.0151943451 -0.0111111120
# 36  0.1035088492 -0.1089338127
# 37 -0.2313632363 -0.2072210710
# 38 -0.0238389995 -0.0649869995
# 39  0.0454928749  0.0737202500
# 40  0.0086946740 -0.0192047329
# 41  0.1476510988  0.0852365890
# 42  0.1152626676  0.0438182128
# 43  0.0952855079 -0.0254605059
# 44 -0.0982135905 -0.0303916066
# 45 -0.0142279491  0.0302672640
# 46 -0.0555388918 -0.1107140323
# 47 -0.0036542616 -0.0999972013
# 48  0.1058826781  0.0560222968
# 49 -0.0226192223  0.0049791430
# 50  0.1735476169  0.2557438743
# 51 -0.1347906292  0.0901754149
# 52 -0.1470857029 -0.0087206876
# 53 -0.0276640561 -0.0366910424
# 54 -0.0259160857  0.1573902505
# 55  0.1670836513  0.0678994589
# 56  0.3827841426 -0.1102321505
# 57  0.3224332164  0.1299521207
# 58  0.0664117224 -0.0593748082
# 59  0.0471509663  0.0527493361
# 60  0.1440446117 -0.1238105911
# 61 -0.0169996475 -0.2268905408
# 62  0.1920148068 -0.1187280375
# 63 -0.0215605360 -0.0448443246
# 64  0.1423862661  0.0328408848
# 65 -0.1121306392  0.0220921837
# 66  0.0173185842 -0.1512606265
# 67  0.1269808550  0.0815120069
# 68 -0.0800796425  0.1710934318
# 69 -0.1639597002  0.3036996525
# 70 -0.1394031363 -0.0379611517
# 71 -0.1301304408  0.3255447657
# 72  0.0423556228  0.0728851009
# 73  0.1733513739 -0.1382267634
# 74  0.0716349793  0.1105850162
# 75 -0.1439139882  0.0057631219
# 76 -0.2347979523  0.1810104138
# 77 -0.1568350474  0.0430100421
# 78  0.0760371644 -0.0658483790
# 79 -0.0595990562 -0.0909642508
# 80  0.0922263200  0.0008741068
# 81  0.0541636677  0.0552114097
# 82 -0.0010375527  0.1085435409
# 83 -0.0164351338 -0.0623129068
# 84 -0.1902373172  0.1771523077
# 85 -0.0633044703 -0.1544218779
# 86 -0.1931752561 -0.0301521803
# 87  0.0560138216  0.3089829513
# 88 -0.0717495357 -0.1173809247
# 89  0.0704525961  0.1868253429
# 90 -0.0487761146 -0.1569861189
# 
# $prop_expl_var
#  [1] 0.1435905781 0.0442104371 0.0403938054 0.0391226928 0.0349560414
#  [6] 0.0338724573 0.0327370735 0.0308748552 0.0279401461 0.0278591061
# [11] 0.0263528217 0.0261734637 0.0237101491 0.0233711681 0.0222493158
# [16] 0.0214116402 0.0210829313 0.0203290640 0.0194188731 0.0189997455
# [21] 0.0179935831 0.0169714906 0.0161072886 0.0153395033 0.0147090273
# [26] 0.0142821884 0.0138067547 0.0129450444 0.0128331135 0.0124137454
# [31] 0.0119550095 0.0114422800 0.0106675365 0.0098725665 0.0094502117
# [36] 0.0086955026 0.0080765324 0.0077490916 0.0070934473 0.0068406889
# [41] 0.0063642956 0.0062219928 0.0058725330 0.0056708070 0.0053469863
# [46] 0.0051394850 0.0049959042 0.0045170190 0.0040019718 0.0035647800
# [51] 0.0034182904 0.0031019510 0.0029245896 0.0025470944 0.0023305163
# [56] 0.0021097916 0.0019207459 0.0017899132 0.0015851461 0.0012955234
# [61] 0.0012509015 0.0011507447 0.0010915551 0.0009593677 0.0007945304
# [66] 0.0007031547 0.0004660942 0.0004543781 0.0002903101 0.0002186550
# 
# 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  -4.95925895 -0.65764266  0.101529111 -0.46106106 -2.26686924  0.922340697
# 2  -3.34435111  0.08932319 -0.350024305 -2.36009451 -0.49096896  0.235566963
# 3  -3.25900498 -1.39800355  0.455913059  1.36662327  1.99567578 -0.655185130
# 4   2.58969990  1.25235093 -0.966319956 -0.22631722 -0.28593617  2.319331354
# 5  -2.86621289 -0.37728914 -1.731760968  3.45901272  1.77259031 -1.191711387
# 6  -3.21971134  1.94413543  0.387586023  0.14307460 -0.74580297 -0.087541115
# 7   3.42643093  0.81277232  0.063834098 -0.24903087  0.88141356 -0.081770291
# 8   6.51336524 -2.59717470  3.209061152  2.01959018  0.08811374  1.241286959
# 9  -2.50997963  0.05968223  1.844811120 -3.09743007  3.00210479  2.882348362
# 10  4.57964581  1.34508736  2.638005326 -1.38117157 -0.08273173 -0.565091094
# 11 -1.57620932 -1.13615240 -0.756958397  3.52179119 -1.22314485  1.936979124
# 12  1.87561627 -1.35082271 -1.834834079 -0.82697160  1.74257045 -0.468116762
# 13  4.25142131 -0.53743498 -5.179757099 -0.31307285 -1.08103454 -0.439870484
# 14 -3.53816029  1.01101596 -1.118046137  0.01952781  1.48704386  0.631791052
# 15  1.95504558 -2.37844764 -3.131038967 -0.83438892 -1.51977618  0.300461040
# 16 -6.70458174 -0.70647256 -2.587257588 -2.02161820  2.93262788  2.751305393
# 17  1.72660411  3.96851000  0.987784733 -0.70550624 -0.56837942  2.578277785
# 18 -0.89403044  0.78616681 -1.590682366 -2.30349651 -0.19874539  0.465845794
# 19  2.50920725 -0.05178446 -0.313339876 -1.83333736 -2.53037854 -1.710032459
# 20 -1.95998687  1.79699817 -1.852676688 -0.43359732  0.91584362  1.662298389
# 21  0.08370382  2.70928629 -1.106971004 -1.36517958  0.42290458 -0.196132383
# 22  2.46475293 -1.43823603 -1.900205853  2.08275904  0.88497954 -0.373399132
# 23 -0.01233593  2.31039011  2.170100538 -1.12264606 -0.33404736  0.520545985
# 24 -4.40974858  0.33300817 -0.239869715  1.98753779 -0.26104464 -1.386640342
# 25  5.52353770 -0.97713824  0.886857178 -3.40198507 -0.24880821 -2.214812193
# 26  5.17222592  0.18364292 -1.815264115  0.72303353  1.46282013 -2.171792412
# 27  5.98640047  1.90098922 -1.053243313  0.63372137 -0.02983103 -1.213543857
# 28  3.71288423 -0.72020062  1.098303568  3.68557593 -1.01643226 -1.065687916
# 29  3.69302996  0.04821157 -1.232538482 -0.38905201  0.14410249 -3.790763855
# 30  0.21235633 -2.55202510 -1.464890536 -0.35408747  0.32913659  1.301266384
# 31  7.78841104 -1.40436404  3.041367170  1.19240263 -0.44681449  1.167725394
# 32 -1.36145115 -1.41043314 -2.097123898 -0.78433358  3.46676539  0.351497169
# 33  3.57523524  1.70813416 -2.411971632  0.20029015 -2.88041733 -0.389542247
# 34 -2.84785597 -0.07150198  0.936801120  0.53782325 -0.63019203  2.036835895
# 35  0.42586191 -0.50611524 -1.634499237 -1.47219235  3.10862820  1.445610687
# 36 -2.84478066 -1.57186784 -0.121542491 -1.07223759  0.47947079 -1.087591199
# 37  6.85502995 -2.89268702  0.724165424  0.49025506  2.33804723  2.454519296
# 38 -1.36910058  2.41642964  1.484347795 -0.13517606  0.77713020  0.655082791
# 39 -2.20212083  0.82541527 -0.014881594 -2.45764736  2.18600426 -0.405078945
# 40 -1.53735319  0.74444390 -0.411908815 -2.57956969  0.43610717 -3.941897718
# 41  1.38344824 -1.61815872  1.118146734  0.29379350  0.81448178 -1.156356229
# 42  5.07445057  1.98189493  0.849156838 -0.20747507 -1.52913069  0.924116665
# 43 -6.28652020 -1.23919393  1.272925057  0.85574254  0.48580766 -1.414579596
# 44  2.39408288  0.76428096  2.182499426  1.55479988  0.14136136 -0.628688002
# 45 -1.32143995 -2.86931497  0.051960461  1.17471543  1.65743276 -1.722071449
# 46 -0.32540608  0.07672611  1.378388103 -0.38735061  0.55417167 -0.127620423
# 47  0.03729959 -0.71690744  1.244939649  0.52870738  1.32153707  1.194787757
# 48 -1.24185413  1.69232634  0.505269715 -0.09546991 -1.10758786  0.595648412
# 49 -1.35684616 -1.77734694  1.092296877 -3.39995122 -2.81367183  0.018606724
# 50  0.23306086 -1.12442128  0.634882415 -0.51517714  2.62987151 -1.737970020
# 51 -3.85310587 -0.76657062  1.709590077 -2.67242590 -0.03240990  0.055380201
# 52 -0.13058325  2.98817860 -1.711662163 -0.68957688  0.76894167  2.126541184
# 53  4.18808846 -1.18145068 -1.148358032 -2.99188962 -0.22260256 -1.661214001
# 54  0.93852868 -1.22274200  0.001326539  0.12805032 -3.04236554  0.490188241
# 55 -1.53724155 -2.50839278  1.131085838  1.31206171  0.78610095  1.726947951
# 56 -1.29791501  0.72562105  1.836791553  2.85421305  3.78837976 -0.378025490
# 57  3.25439277 -0.86684230  2.109738459 -0.38358236  1.92948550 -0.822042641
# 58  0.30135720  1.15592298  1.990202883  0.15211025 -1.06436039  0.688050916
# 59 -0.54721372 -0.56600704  0.971125905  0.27553601 -0.89163401  0.422553268
# 60 -0.90912723  1.31338311  0.919761114  1.28414700 -0.08496531  0.640361269
# 61 -0.18654141  1.59375547 -2.288658581  1.33610973 -0.85114117  1.605508074
# 62 -1.74429936 -0.01113605 -0.777516593  3.55414341  0.09976412 -2.591775564
# 63 -4.65593121  0.27371221 -0.657202716  1.02417607 -2.25885743  0.003946584
# 64 -2.92482217  1.97340836 -0.694531242  1.81478255 -1.39065663 -1.108988001
# 65  4.57012917  1.78518289  2.072005620 -0.78900727  0.32519241  1.460655123
# 66 -0.64710310 -2.16227133 -0.839212744 -2.20533535 -1.77162780 -0.812913655
# 67  1.45156497 -0.04190420 -2.517424434  1.49353847 -2.05065916  1.740571836
# 68 -2.31484139 -3.54385962  0.124893551 -0.78025197  1.33990547  1.262286070
# 69  1.93415939 -0.62505487 -2.601525554  0.25211103  1.73374317 -0.788655167
# 70  5.39976427 -0.58128347  1.983444289 -0.79448808 -0.57834918  0.347364744
# 71 -1.67024306  1.62348103  1.741805119  2.20245676 -0.45170425 -0.342371097
# 72 -3.06051161 -4.26302904 -1.469227997  1.55085856 -2.01467219  1.676723453
# 73 -3.04899108 -2.80843574  0.416139238  0.05622461 -3.82071585  0.968055305
# 74 -0.26226459 -1.92342333 -1.415014709  2.38044849  0.68827337  0.574969001
# 75 -2.45002554  0.99024811  0.737446931 -0.54787387 -0.11999752 -3.321418975
# 76  0.84267365 -0.95397633  0.926609233  1.51155339 -0.25195725  0.302755885
# 77 -1.07327777  0.32078106  1.835937295  1.08723301  0.88222801  2.210722190
# 78  4.80708781  3.00450777 -2.674917928  0.85430575  0.52159992 -0.453398027
# 79 -2.75374961 -0.52765684  1.887400758 -0.90582427  0.48009959 -0.986250432
# 80 -2.11083577 -0.14925934 -1.981620824 -1.58231127 -2.61211350  2.843721558
# 81  3.22553504  2.02742428  2.404144349 -1.32696658 -1.48155459  2.068544204
# 82 -3.64600791  2.59344045  1.339191470  1.37648088 -1.34146508 -1.764661342
# 83 -2.19603519 -0.06073933  1.405440226 -1.63284605 -0.47657943 -0.697942947
# 84  0.31176834  1.09101991 -2.325010831 -0.47373556 -2.28388575 -0.947943449
# 85 -1.63654850  2.70200216 -1.192257691  1.57275472  0.20964809 -0.702004966
# 86 -2.33295029 -1.25178346  0.953576422 -1.10245176 -0.67251542 -2.709814484
# 87  2.53756211  2.05632743 -0.683903019  0.56044394  0.82122559 -0.599147701
# 88 -4.23108535  2.75920815  0.740637352  1.02137512 -0.19124622  0.208040062
# 89 -2.95024275 -0.78325600  0.669282622 -1.97901575 -0.41535113 -2.547605022
# 90 -1.68562466 -0.85861528  1.627142641  1.51831553 -0.16819905 -0.558303595
#           [,7]        [,8]        [,9]        [,10]       [,11]        [,12]
# 1  -0.01566469  0.94124286  0.38750224  2.450398636  1.96490423  0.327429497
# 2  -3.54843557 -0.43861748 -0.37729631 -2.435977581 -1.58613860  0.633311539
# 3  -0.41103674  1.69045680 -0.33156874  1.303926954 -1.22415183  0.821730107
# 4   1.86854349 -1.76638322  1.21645966  0.078217686  0.64720577 -1.341400615
# 5   1.08120908  0.31226402 -0.86132615 -0.740506900  0.69390334 -0.562407225
# 6   1.59381438 -0.06797240  0.38504468 -0.286276555 -0.46324489 -0.419375269
# 7  -1.93917874  1.84733301 -0.06473834 -2.212716679  2.17191541 -0.547268571
# 8   0.73391947 -1.06566315 -2.43719309 -3.129738521  0.83572050 -3.168528813
# 9   0.70723436 -0.63719492  0.54806578 -2.165079898  0.40255323 -0.752069009
# 10  3.57113165 -1.00003520 -0.79079528 -1.201697292 -1.17802584  2.158919911
# 11  1.65384804 -0.54442047 -3.02751839 -1.268693838  0.47820427  0.790129488
# 12 -1.64613237  0.85584967 -1.78027381 -1.154019666  1.21990039  1.699640322
# 13  1.26846460 -0.72992422  0.90051939 -0.322093032 -1.30583148  0.615846316
# 14 -0.02552575 -0.70796162 -1.57456933 -0.536989685  0.84597017 -1.898900692
# 15 -3.10867449 -0.25678803 -1.80540778  0.331686974  0.89487845  2.130764214
# 16 -0.48349143  1.16085279  0.82390517 -0.471303038 -0.37381544  1.970375051
# 17  0.19696081  1.77124334 -0.53717113 -0.493007028 -1.19479792  0.220402235
# 18 -0.48635556  0.46723646 -2.22374213 -0.588273541 -0.24036853 -1.616604218
# 19  0.38831502 -1.51364550  1.43506373 -0.162850426  0.33938529  2.794235481
# 20 -0.08017141 -0.23635899 -1.12628339  1.369504131 -1.01731347  1.278809898
# 21  0.01571759  1.67945045 -1.57078009  0.401262311  1.82627079  0.655485530
# 22 -0.04093390  0.51960315  1.19531515 -0.179273881  0.99057004  0.727864842
# 23 -1.08289595  1.69187528 -0.70764425 -0.086513158  1.50414539  0.144628187
# 24  3.05299143  0.08351310 -1.54238019 -1.560454185 -0.07124803 -0.455374373
# 25  2.22530290 -0.42123288  0.28170159 -1.136056074  1.06975294  0.576304119
# 26 -0.87310956  0.84584874 -2.42251084  1.558799350 -0.67665476 -2.852120259
# 27  3.04073481  0.07265409 -0.35626554  0.038734231  0.77345198 -0.121225155
# 28  0.09511562 -2.48813965 -0.58236015  3.485830360  0.57770603  2.098249461
# 29  0.69807141 -0.83686709  2.21964135  1.331002031 -1.27141483  1.611569263
# 30 -2.58572315 -0.96475439 -0.92472814  0.775232639 -2.14044449  0.518038925
# 31 -1.04662494  2.41826389  1.92493325  1.274646367  1.01644797 -0.174403255
# 32  0.92981141  0.66302698  1.94353207 -1.710759161 -0.17406422 -1.917381399
# 33 -0.96706597  1.95618387 -0.55557358 -0.624007129 -0.89601063 -1.492390282
# 34 -1.40398757 -1.95922321  0.06040766  2.809826997  0.31582002  0.032873481
# 35  0.42797211  2.42453170  2.56380933 -1.702573866 -2.41217067  0.281222627
# 36  0.04337428 -0.25446449 -0.36426616 -1.793686255  0.82902996 -0.957445102
# 37 -0.04808287  0.10161218  1.16607098  0.699415371 -1.05810275 -0.868509400
# 38 -0.46428271 -0.43465615 -0.94801203  1.711799115  1.61609476 -0.323895913
# 39  1.13987939 -0.49317699  0.61587301  1.481836698  2.20679174 -1.740171578
# 40  2.58267679  1.67576196  0.04890965  3.594459330 -0.17907960 -1.089769259
# 41 -0.40104259 -2.25653130 -0.10649363 -0.198803507 -0.50589425  2.380208448
# 42 -3.04432547  2.23119766 -0.36966117  0.340618581  0.15850820 -1.658268001
# 43  1.21503642  0.44290435  0.21481177 -0.112811345 -2.67203881  2.159280540
# 44  1.53560576  1.19785799 -1.21039088 -1.023846047 -2.26743493  0.789893911
# 45 -0.19160907  0.58063278 -0.46488346  0.786128214  1.51011677  0.383968275
# 46 -2.60833243 -1.38801322 -2.19108333 -0.975377857  0.43946915 -2.342940751
# 47  1.19846661 -0.80069783  0.52728860  1.241224608  0.53386939 -1.277823121
# 48 -0.86604007 -0.34915817  1.55866715 -0.880526578 -2.27905672  0.004026266
# 49  1.40783201  1.55400160  1.37238620 -2.444942909  0.35650898 -0.246973989
# 50 -1.45577156 -0.94674082 -2.37550348  1.870185271  0.05086160  2.661938368
# 51 -1.75144855 -0.01759702 -3.89830892  1.794803732 -0.28887689  1.934694602
# 52 -0.05026933 -0.80029889 -0.57940242  2.082810596 -2.03731024  0.179660418
# 53  0.01407015  1.19708468  0.90480566 -0.253784749  0.17360110 -0.827200464
# 54  0.70938847  1.21919018 -1.60301764  1.831186524 -1.98223257 -0.710600435
# 55  1.63023394 -0.99562446  2.06025992  1.195190461 -2.12329685 -0.591462306
# 56 -0.20530295  1.77692606 -0.87776312  0.623005219 -0.08258468  1.856212009
# 57 -0.84177586 -1.37045433  3.04770576 -0.636252861  0.35945252  1.019490080
# 58 -0.28874387 -1.28074967 -2.23066454  1.332037730 -0.46215790 -0.861481917
# 59 -1.02954054  0.63335066 -0.95176569  0.264773660 -0.70174945 -0.421790114
# 60  1.10906045  3.17085435  1.90178678 -0.036508588 -1.24602914  0.645142163
# 61 -1.99522999 -2.21457811  1.71163933 -0.168233593  1.29177376  2.253875883
# 62  0.59726353  1.46043032 -1.26594150 -1.528831961 -1.41984839  0.860187868
# 63 -0.80629204  1.75440935  1.57452333  0.020977415  2.08548443 -0.099226123
# 64 -0.03754141  2.08344006  2.36371199  1.986827729 -0.08690754 -1.359389723
# 65  1.25734526 -0.99426230  0.02859383 -1.334127846  0.23776357  1.721788613
# 66  0.95296774  2.57282559 -1.17373609  1.519913282 -1.53881647 -1.015681339
# 67  2.98844633 -1.91686919  0.33667069  0.192649083 -0.55890922 -0.065699195
# 68  1.63219805 -0.68681522  0.58455212  0.940873114  1.42655610 -0.483553126
# 69  0.77010293  1.78437235 -0.05467453 -0.009488265  1.09857413 -2.003528352
# 70 -1.59774017 -1.56932129  1.17505835 -1.368336470 -0.95627191  0.559887041
# 71 -1.93493567  2.25699278  1.69414988 -0.189394299 -0.32333209  1.430700845
# 72  0.28053450  0.69905802 -0.21038249 -0.401143553  1.24568204  0.075398530
# 73 -0.42349550  1.76204038  0.67336173  0.627204941  2.15894949  0.963221900
# 74 -0.74117239 -0.16297811  1.23823747  0.213383083  1.06117846 -0.409303081
# 75  0.10849584 -2.24318180  0.22685409 -1.428729280  2.42177987 -0.585735285
# 76 -2.31859216 -1.86322134  1.01314077 -1.405832058 -0.05054230 -0.911290636
# 77  2.13098431  1.68001303 -1.03279403 -0.944480563  2.78008039  1.696635777
# 78 -1.83634439 -1.02868223  0.59312721  1.070910654  2.50703723 -0.014405757
# 79 -1.71869619 -0.68295499  2.07642605  2.005548012 -2.98055380 -2.941032901
# 80  2.88655412 -1.18397652  0.91075611  0.958219662 -0.73204173  0.806783771
# 81  0.51781477  1.01744766 -0.75549332  0.739272019 -0.15823624 -0.103400890
# 82 -1.57017028  0.36213947  1.78027222 -0.714420431 -0.79890756  1.166325607
# 83  0.95839537 -2.57954196  1.21200346 -0.096128797  0.86356413  1.380453285
# 84 -0.27450463 -1.83239827 -1.86692721 -1.871614312 -3.56438290 -0.045842974
# 85 -0.35594249 -4.04588195  0.75099508  0.401962016 -0.68371354 -3.591669010
# 86 -1.03950234 -0.54666857  0.28688881 -2.151570186  0.80369818 -0.123520553
# 87 -0.98013699 -0.81805353  1.52350371  0.629722623  1.50040021 -0.650398774
# 88  1.83363299 -2.11589273 -1.15282216  0.071405430  1.44876016 -0.892958164
# 89 -0.37553530  0.03143271  0.13675798 -1.254855176 -0.39761276 -0.980359781
# 90 -2.05211060 -1.13878251  0.08842369 -2.044824226 -1.37267567 -1.502827545
#           [,13]       [,14]        [,15]       [,16]       [,17]        [,18]
# 1  -0.363666490  1.85298858  0.218325575  0.92918585 -0.29148523  1.650349454
# 2   0.466774997  3.20013435  1.349054386 -2.02534793  1.97505248  1.484986167
# 3   1.496053498  0.47463410 -0.966545033  3.79333136 -0.81402214 -0.157342134
# 4   2.029755237  1.20388277  2.983244541  1.66028249  0.89694925  0.121459091
# 5   0.157686345 -2.42052264  0.535102982 -1.25600008  0.61846777 -0.250261276
# 6   1.916478154  0.58457059  0.897024379  0.36994735  0.92810876  0.698542112
# 7   0.331044517 -0.86399487 -1.503972244  2.10834399  0.25856522  1.076657184
# 8   0.433776217  0.88309228  1.326545877  1.22428154 -0.96183303  0.914052143
# 9   2.305003909 -0.01675972 -0.822756346  1.25467744 -0.82829310  1.813147441
# 10 -0.435168650  0.68840117 -0.754948219 -1.48464197 -1.27654053  2.358755628
# 11 -0.230056856  0.23354080  0.762928460 -1.92402335  0.15853812 -1.916902931
# 12  0.634915824 -1.01106051 -1.090481044 -0.47448813  0.97713409  0.675659699
# 13 -0.330320533  0.17898195 -0.855053405  0.71052350  0.70313419  0.401291360
# 14 -2.004623304 -0.98846347 -0.860306657 -0.44539737 -0.59374541 -0.094222737
# 15  1.218902264  2.76952093  1.962517998  0.34360669 -0.08334274 -2.383114710
# 16 -0.153604873 -0.82325564 -0.709715487 -1.15979630  0.09864042 -1.008710944
# 17  1.358342636 -0.20566128  1.256693233  1.08497207  0.61870839  0.007928757
# 18 -0.658026649  0.13135840 -1.220022991 -0.17030066  2.23715575  2.132007958
# 19  1.196524551 -0.84364410 -0.701182544  1.55718455 -0.92294515  0.172460449
# 20 -0.500641956  0.11569028  1.758979297 -0.35419746 -0.21003166  1.274665266
# 21  1.309472746 -0.89648170  2.560734547 -2.23193621 -1.57257185 -0.796102785
# 22 -0.768385403 -1.32573887  0.040945400 -0.02774616  0.51968550  0.482673109
# 23 -2.710476453 -1.73562512 -0.197609566 -0.66671185  0.27338224 -1.765873300
# 24 -0.431230514 -0.31395010  0.691749023 -0.49467482 -0.11089233 -0.620187818
# 25 -0.231865529  1.10420111 -0.001395657  0.67920288  0.00119140 -1.848908065
# 26  2.079473983 -0.18513873  1.571229845 -0.20539987 -0.89595450 -0.454293522
# 27 -1.294818578  1.33029739 -1.880969862  0.08107875  0.83574381  0.376139773
# 28 -0.140446192  0.29537267 -0.667056684 -0.59994804  0.68023166  1.292029479
# 29 -1.269625533  0.10137032  2.148261080 -0.11675381 -0.90956511  1.481605357
# 30  0.003001447 -1.68935448 -0.911823183  1.56780142 -1.26864641 -1.523401830
# 31 -0.515827675  0.78649088  2.022448815 -0.30855148  0.97845838 -0.255451423
# 32 -3.886518740  1.55114350  1.001468326  0.17880822 -0.39134697  0.159114631
# 33  1.545668400  1.26394518 -2.746257228  1.46489625  0.32624124 -1.201846819
# 34 -0.282377695  2.49292449 -1.997670859  2.73766298 -0.73921667  1.108947072
# 35 -0.315835577 -1.16914992  0.600587028  1.07590563  1.23115372 -0.449031549
# 36  1.611534930 -1.76755492  0.604600327  1.55123988 -1.74442675  0.076905417
# 37  2.014898473  0.32214810 -1.088459679 -1.49224396 -0.79877431  0.039865867
# 38 -0.141115887  0.96458113  0.448684218 -0.56012965 -0.86147204  0.515100448
# 39 -1.320130633  3.93860424 -1.050474738 -0.67086797  1.90529149  0.423938031
# 40  1.636150785 -2.52728924 -1.053462502  0.14662511 -0.11630634 -0.192409905
# 41 -2.171892051 -1.12064424 -1.415783993  0.59217870  0.81256010 -0.596997056
# 42 -2.563664371 -0.38099817 -0.734443929 -1.49844746  0.36348894  0.193501019
# 43 -0.602098045  1.05941839  0.994575372  1.05194576  3.08030877 -0.417327108
# 44  0.215154407  1.04907582  1.832180680  0.97252639 -0.07179857  0.460868017
# 45 -1.380905762 -1.61624720  1.699270681 -0.05944380 -0.35216446  0.423345889
# 46  0.061648117  0.29833376 -1.373073446 -1.92213441  0.34555312 -0.256348650
# 47  1.152595027  0.10096236 -0.778672652  0.69686837  0.12165366 -0.234762406
# 48  0.928117729 -0.75851941 -0.038204062 -1.15680774 -2.03502083 -0.190827024
# 49 -2.133351190 -0.16585931  0.524447373  0.78241042 -2.46549743  0.568593157
# 50  0.105728008  0.59506513 -0.380227932 -1.11695251 -0.72031653 -0.248166688
# 51 -0.358121634  0.12008019  0.695747936  1.17588142  0.03778035  1.155395137
# 52 -1.791061392  1.34495189 -0.016723896 -1.52001616 -0.39423690 -0.547518817
# 53  1.628479458  0.97481971 -1.309339699 -0.87708872  1.47606520 -1.080244378
# 54 -1.473058315 -1.76497047  0.051153117 -0.35217708  1.40072715  0.553266783
# 55  0.270430210 -1.10594547  0.966139909 -0.73031982  2.13416952  0.428365515
# 56  1.211308901  1.38550677 -0.630212061  0.69367139 -1.97769520 -1.599900870
# 57  0.290248964 -1.20592237  1.044459725 -1.36859788  0.35831065 -0.779509267
# 58 -1.421040892 -1.60793955  0.585327918  0.07493497  0.77393413 -2.200032629
# 59  1.293867365 -1.39692745  2.551344911 -0.50005280 -1.88143312  2.910855004
# 60  0.449516385  0.72807639 -1.959226734  0.03237157 -0.36912564 -0.767674565
# 61 -0.866183047  0.16286145 -0.751846555  1.14145269 -1.05584441 -0.185882766
# 62 -1.988985397  1.77558742 -1.917725618 -0.50305161  0.27233399  1.249019620
# 63  0.998416260 -1.11348824  2.180673529  1.08906837  0.07905923 -0.216919326
# 64 -0.127082746  1.81074367  2.610682651 -1.00322153 -0.96980102  0.427468292
# 65 -0.012252584 -1.40943559  0.267477810  0.24887906 -0.13702010  0.898378178
# 66 -0.109523075 -0.71669714 -0.415244917  0.05395247 -0.16065455 -1.058084652
# 67  0.728240910 -0.04894471 -1.682037697 -1.32781758 -0.72246563 -1.647557606
# 68  2.699177157 -0.30568457 -2.338601370 -2.79430642  0.56167160  2.134897787
# 69 -0.269360188  1.08270176  0.053724904  2.13613388 -0.73086355 -0.203069413
# 70  0.510607082 -0.57296875  0.239616099 -0.91267789  0.86005652 -0.269535806
# 71  2.389182129 -0.11219387 -1.927132847 -1.30754219  1.24156640 -1.681120720
# 72 -0.304581606 -1.06191625  0.751042391  1.63951335  2.27937904  0.172143492
# 73 -0.312772922  0.37082360 -0.201290294 -1.79175042  0.45681087  2.071463543
# 74 -0.317594066  0.05912609 -0.834039725 -0.45059596 -1.85973491  1.500818910
# 75  1.629478973  1.15454469  0.204071062 -1.25804647  0.37355459 -1.261743588
# 76 -1.590172959  0.52964961  0.164758773  0.97419931 -2.10111998 -0.295780315
# 77  0.928760128  0.76230887  0.027499006 -1.45152433 -0.43008613 -2.038948221
# 78  0.099913876 -1.63840701 -0.266409031  1.44229331 -0.99162999  0.556441728
# 79 -0.615359257 -0.78724694 -0.601085854 -0.90554455 -0.82315897 -0.193955139
# 80 -1.025170854  0.44098005 -0.626499466 -1.27543214 -3.38740223 -1.270361087
# 81 -1.644899370 -2.29366196 -1.581891558  1.49215398  0.80677443 -0.505481477
# 82  0.412175481 -0.24525985 -1.068830253  0.75379405 -0.54021623  1.379354545
# 83 -0.019012091  0.51793906  0.954446807  1.68654239  2.35734756 -3.068896361
# 84  1.587268228 -0.49156071  0.137931088 -0.30102446  0.39501459  1.512963182
# 85  1.086262058 -0.06382363 -0.138494601 -0.50660664  0.98125362 -1.429123172
# 86  0.050416477 -1.82141356 -0.614720767 -1.25106720  0.54348413 -0.322661788
# 87 -0.513103860 -0.44732828  1.453436363 -0.56547134  1.67289974  0.535437959
# 88 -1.057748093 -1.96659449 -0.646695256  1.15468846  2.14077939  1.380828964
# 89 -1.150766426  0.52029556  1.037769251  0.26440500 -3.01577065 -1.126036137
# 90 -0.667926333  1.69251704 -0.440284547  0.70745289  0.43609814 -0.639159834
#           [,19]         [,20]       [,21]       [,22]        [,23]        [,24]
# 1   0.581326665  0.2017439901 -0.17146932 -2.37410013  1.568580565  1.329650557
# 2   0.510124588 -1.0071106651 -0.48671179  1.92153408  0.240789474 -1.142621646
# 3   1.114438700  0.7506714713 -0.41611784  0.80103678 -0.067524627 -1.079355944
# 4   1.762840404  1.3180480993 -0.87766976  1.56314480 -1.162925424 -0.877772452
# 5  -0.370919387 -0.4679028402  1.92777748  0.10425842  0.293809386 -2.539425272
# 6  -0.693542568  2.1259269092  1.67568930 -1.31019931 -0.562026807 -1.359465057
# 7  -1.576867905 -1.5713265586  0.02097095  0.12997148 -0.779561628  0.794301685
# 8   1.226234051 -0.3212725882  0.15969696 -0.92830278  0.786740696  1.302187884
# 9  -0.762308867  0.7122060263  0.73594703 -1.35327979  1.071271131 -0.378369422
# 10  2.688875901  1.5870564563  0.07240272  0.04319712  0.267557830  1.589680939
# 11 -0.504531812  0.6341472712 -1.76735437  0.10982342 -0.361953721  0.904327203
# 12  1.490158490  1.0997547902  0.67936619  0.44539971 -1.120286585  0.537341762
# 13 -0.861722819 -0.0321800531  0.93960671 -1.34089607  0.393533181  0.201495932
# 14  0.472209670  0.8654894646 -0.68113562  1.23340397  0.361243520  1.635360986
# 15 -0.646886524  1.0915153957 -0.44972846 -2.17977944 -0.215482661 -0.402064800
# 16  1.051731287 -0.5824581700 -0.07409467  2.60364456  0.093143951 -1.184715469
# 17  1.631415879 -0.0436623349  1.00847932 -0.49297510 -0.747681702 -0.497753038
# 18  1.901271127  0.3812219128  0.72575240  0.69174425  0.345884133 -1.271607550
# 19  0.728487724  0.5388834536 -0.67778650  0.21648747  1.884103942  0.733863542
# 20 -2.857437580  1.3822704874  0.79847189  1.27348411  0.346684240  0.405347120
# 21 -0.477458236 -0.7458265732 -0.27203971 -0.00761068  0.924826891  0.348300708
# 22  1.795121059 -0.7326588936  0.98978101  1.39294962 -1.495863899  1.107936565
# 23 -0.822157773  0.6534262801 -1.61449417 -1.42004802 -0.429194575 -1.182476778
# 24 -0.460270414 -1.5977406856  0.43625261  0.87847860  0.708784324  0.236489675
# 25  0.544409836  0.4695691849 -0.46923244  0.82548499  0.368169273 -0.224773612
# 26 -0.792965177 -1.7141212402  0.56656296 -0.36791688  2.225953838 -0.960113971
# 27 -0.133073223 -0.3697051411  1.67026935 -1.58120422  0.274051725  0.811206215
# 28 -1.203283726 -1.7631618218 -1.50853483  0.59196887  0.794531139  0.215232877
# 29  2.745622829 -0.5591034373 -0.83550785 -1.19272895 -1.773778403 -0.619967262
# 30 -1.186591434  0.3512308220  1.51344625 -0.10910102 -0.283376545 -0.643243225
# 31 -1.477829576  1.4446778417  0.67529840  1.15981471 -0.415918716 -0.823464296
# 32 -0.257709685  0.7738646492 -0.66123570  0.27160180  1.970354088 -0.160782299
# 33 -0.596805619 -0.8391689131  0.07783830  1.64243333  0.616625342  0.114631397
# 34 -0.321100223  0.2725821098 -0.43166965  2.25412616 -0.900746666 -0.041489307
# 35 -1.717631298  1.1177652773 -1.67796045 -1.36376542  0.212003144  2.873986684
# 36 -1.199764786 -0.8315422026 -1.65789757 -0.01702269  0.297387416  0.668604338
# 37 -0.006035329 -2.8316980648 -0.82706130 -0.78917432  2.462688492 -0.707189857
# 38 -1.994242780  0.4144467113  1.31047905  1.38984399  0.700865953  2.307304440
# 39  0.097203175 -1.2319034020  0.11413369 -0.84734029 -0.997495078 -0.187160726
# 40 -1.017650089  1.4027985349 -0.03291342  0.96152370 -0.548836496  0.089207765
# 41  1.304613421  1.2629035782  1.07470346  0.60954575  0.715203958 -0.680244177
# 42  0.507638824  0.4410266627  1.15534101 -0.36970271  1.454941430  0.931858447
# 43 -0.462916212 -1.9596225244 -1.02799847 -0.09573411 -0.260811594  1.640877639
# 44 -1.360516745 -0.0209855653 -0.69256927  1.24154282 -1.203227027 -0.588521640
# 45  0.490818389 -1.1461271373 -1.35182893  0.36414464  0.458036152  1.742548517
# 46  0.944113421 -0.0465212597 -1.74622174  1.15774901 -1.185976484  0.695581874
# 47 -1.743336960 -0.8014506854  1.14567011  1.36836627 -0.427577118  0.638643781
# 48 -0.299264249 -0.0810661087 -1.45915659 -1.40248011 -0.463697522  1.220553813
# 49 -1.094943557 -1.0112532573 -0.56073234  0.44885251 -2.260305243 -0.913053576
# 50  0.477471682  0.7468181692  0.34308319 -0.70181871  1.066505539 -2.227168599
# 51 -0.518544104  0.5997984737 -0.76307156 -1.20478824 -0.285429892  1.039498731
# 52  0.533274068 -2.6605611036  1.51930949 -1.49342686 -0.658161256  0.541849434
# 53 -0.814338211  0.2964273935 -1.38167307 -0.07405505 -1.451030808 -0.123814401
# 54 -0.589384350  0.6628049124  0.77282857  0.64438099 -0.148724815  0.577587047
# 55  0.811620115 -0.4771374422  0.56485490 -0.27677216  0.315287005 -0.496703152
# 56  2.269197584 -0.0009477749 -0.08678306 -1.09729266 -0.530613448  0.669233889
# 57 -0.553055171 -1.1607118512  0.81936363 -0.03934580 -1.612238269  0.089565015
# 58  2.129630007  2.0373814399  0.71370223 -0.44182607  1.056833909 -0.584088874
# 59 -0.602647795 -0.6425396247  2.30171243 -0.19448993 -1.466613682  0.071220232
# 60  1.158857066 -0.6997884716  0.29119149 -0.50600969 -0.463451868 -1.730954079
# 61 -1.071911254  0.4742784746 -0.10604170  0.17640852  0.349396450  0.384430023
# 62 -3.360266085  2.3207753776 -0.45234942  0.28327827  0.302822821 -1.396483870
# 63  1.240189731  0.1057441904  0.82134631  0.97187591  1.847288711  0.269344704
# 64  1.363747978  1.8249038855 -0.31710112  0.89292851  1.145124523  0.691911368
# 65 -2.055344421  0.2375182611 -2.02865558 -0.14205891  0.876260377 -2.525413259
# 66  0.464393503 -1.7401700648 -0.98609510  0.34935826  0.038336678  0.008267316
# 67  0.713676063  0.9721489314 -1.12996180  2.56811552  1.438014649  0.993304916
# 68  0.233567213  0.5616094991 -0.22780691 -1.23251423  0.460222709 -0.865937054
# 69  0.573046757  1.1269248444  0.73182540 -1.15295035 -0.073929229 -0.456227747
# 70 -1.266097415  0.6905734636  0.97865251 -0.41324696  0.714037861  0.900860876
# 71  0.417930095 -0.4322618397  0.59664819 -0.28450377 -0.699739277  1.777716225
# 72  1.319501753  0.7061060446 -1.20310948 -2.58645467  0.130979789  0.034421725
# 73 -0.385376583 -1.0572405752 -0.25001288 -0.31175817  0.278470618 -1.558508156
# 74 -0.697702808  1.2637962903  1.30185814 -0.67540762 -3.085372604  1.000683152
# 75  0.100795096  0.0356121916 -0.35112254 -0.05871297  0.568549448  1.078691884
# 76  0.904478043 -0.4378374488 -0.42503534  0.23230557  0.158155881 -2.262088737
# 77 -0.266407265  1.4123330685 -0.86062844  0.58917654 -1.981620300 -0.747886335
# 78  0.202284032 -1.2101108054 -1.65716934  0.98930971 -1.148451301 -1.140091740
# 79  0.116865603  3.0791563535 -1.35977515  0.52992075  0.725106968 -0.360876612
# 80  0.337087873 -0.7197843939  1.42805558 -0.43043067 -1.009286493  0.325673988
# 81  0.142565694 -1.5587787185 -1.05903164 -1.32417555  0.082755602 -0.333784630
# 82  0.799947894 -1.0262046746 -0.74183327 -0.72511116  1.932995208 -0.275056460
# 83 -1.271860625 -1.6514187379  3.13393654  0.47015048  1.093127578 -0.012508174
# 84  0.956474001 -0.6639959205 -0.76539107  0.47192971 -1.950335288  0.309998649
# 85 -1.026350678  0.5996653159 -1.39010610 -3.36904947 -2.009454258 -0.610519169
# 86  1.246614521  1.3570518847  2.82504221 -0.37338124 -0.140700113  0.691657897
# 87 -0.006815212 -1.0203277232 -1.03930443  0.60261438  0.301230060 -0.341452641
# 88  0.053057254 -1.0326961376 -0.32606041  0.16415175 -0.009456567  0.362161028
# 89 -1.245564739 -1.3126051641  1.27553912  0.17357832 -0.092620834 -0.595891528
# 90  0.476502199 -0.5899672500  1.44435508  0.84790282 -0.237788779  0.216486153
#           [,25]        [,26]        [,27]         [,28]       [,29]       [,30]
# 1  -0.087741952 -0.185733047 -1.157908108 -0.8541318251  0.87588534 -0.65104891
# 2   0.451815842  1.555457315  0.306850447  0.2605033374  0.61526160 -0.04211586
# 3  -1.416963528  0.463603357 -0.814670429  0.0191390241 -0.19135055  1.11555765
# 4   0.647204516 -1.952960890 -0.584048747 -1.2783577891 -1.00241528  1.20069242
# 5   0.853402877  0.142453550 -0.895839763 -0.8316532895 -0.11078502 -1.61273748
# 6   1.853485262  0.369430127  0.468163679 -0.0631249060 -0.85935361 -0.17501207
# 7   0.434081028 -3.053212182 -0.210251724 -1.6357000591 -0.55353381 -0.12109954
# 8  -0.353780175  0.447566982 -1.277475644 -0.3550443469  0.39979928 -0.69191468
# 9   0.154356673 -0.563920619  1.146717307  1.4547865781  0.69889325  1.10648469
# 10 -0.657908296 -0.671024473 -0.790287576  0.4882587172 -0.30928218 -0.97434638
# 11  1.174931497  0.341290972 -1.482333359 -0.2896139379 -1.02917128  0.75710779
# 12  0.976832313  0.483487453  1.440355458 -0.6069968591 -0.03197681  2.23805632
# 13 -0.916952596  0.471841849 -0.012101129 -0.2642866092 -0.07225846  0.38739699
# 14 -1.801558157 -0.968155479 -0.431887955  0.0496161258  1.79592051 -1.60988645
# 15 -0.397242421 -1.991774493  1.153222193  1.3548921825  1.11417526 -0.83636530
# 16 -0.566001435 -0.883368574 -0.129726154  0.9621567367  0.95861873 -1.06576713
# 17 -0.876223185  0.010863376  2.121133852  0.6154269843  1.74170545 -0.30395586
# 18 -0.845264659 -0.785844885 -0.310545506 -1.0816836329 -0.17262063 -2.38634288
# 19 -0.431086503  0.460604483  0.531872606  1.0215516854  1.00437665  1.33892327
# 20  0.575054059  2.463630710 -0.122078753 -0.2300066419 -0.23753041 -0.11249450
# 21  1.178300472 -1.734119347 -0.785946494 -1.1952737899  0.17328998  0.41644517
# 22  0.811170225  0.535997287  1.529159755  2.8973199427 -0.15367189 -0.44929771
# 23 -0.913564726  0.142578472  0.542722342 -0.4520242543 -0.30503023  1.30185102
# 24  1.092451480  1.246646925 -0.686004815 -1.3350484622  0.91632341  2.38987713
# 25  0.400577728  0.382507880 -0.031049022 -1.8877812029 -1.04155570  0.10945532
# 26 -1.722379447 -0.114329919 -0.525949640  1.7914194663 -0.44464771 -0.89976675
# 27 -1.000561462 -0.753273336  1.464734366 -0.5639837402  0.95587828  0.44364268
# 28  0.853258327 -1.304689408  1.257941636  0.9078631527  1.39262814 -1.80800346
# 29  1.147218970  0.003105594 -0.141781045 -0.6175759523  0.59715057 -0.08840412
# 30 -0.971383634 -0.223362223 -1.597512143 -0.5302091923  0.73953411  0.51677960
# 31 -1.036157878  0.994562559 -0.633824712 -0.0535076434  1.45918107  0.83091321
# 32  1.248554617 -0.191568019  0.571015346 -0.1706302250  0.23605412  0.31696534
# 33  2.279101837  1.064806771  0.506904155  0.1569304868  0.17499850 -1.47612628
# 34 -0.217459287  0.589193804  2.209644437 -1.8414443179 -1.30264517 -0.49119661
# 35 -0.257362597  0.779881433 -0.425336729  1.3759027890 -1.53627558 -0.56719457
# 36  1.066147470  1.042847844  2.709057607 -0.2035699134 -0.10190378 -0.08740485
# 37 -0.006433023  0.573862715 -0.587798833 -0.7262946450 -0.71283941  0.28900517
# 38  0.735017353 -1.655504786  0.303712673  0.8458273788  0.19050316 -0.07949818
# 39 -1.426186665  1.063629252 -0.500482345  0.7383462110 -0.18793948  1.04538807
# 40 -1.348798078  1.082080058 -0.016267330 -1.4926663105  0.67852220 -0.45631353
# 41  2.789209225 -0.054463752  0.402901132 -0.2860663985  0.07790954  0.08546709
# 42 -0.288343202  0.121613770 -0.084275015 -0.5040451727 -0.32539740  0.07383354
# 43 -1.361184947 -2.062997510 -0.507183572 -1.1286048867  1.32357828  0.65164716
# 44 -0.137700956  0.305671220  0.543961659  1.5952009007  0.39095897 -0.71669798
# 45 -0.044982944  0.533145108  2.538571629 -0.4284745539 -0.99403203  0.46704776
# 46 -0.416746830 -1.610429512  0.202685823 -0.2852204796  0.09319212  1.23038377
# 47  3.210260029 -0.492812504 -0.736156143 -0.1672793619  0.82955415  0.77209546
# 48  0.342776298 -0.516278575 -0.343654439  0.0006959795  1.69648647 -0.48675230
# 49  0.401250797  0.779496965 -0.255840355  1.0695329892  1.21193098 -1.25353692
# 50 -0.211803372  0.576975460 -0.167931837  1.0489131532  0.24126892  0.57204492
# 51  1.855154878  0.328010146 -1.927774887 -0.2309973304  0.01781899 -0.02757858
# 52  0.398099735  1.149227490  1.287548675 -1.2462987839 -0.93224689  1.09555775
# 53  0.135779716  0.617886438 -2.676646040 -0.1640941913  0.10427809 -0.76248823
# 54  0.474828125 -1.503163721  0.913277881  0.6558194378 -1.76768388 -0.29424236
# 55 -0.939335453 -1.207007831  0.153966111 -0.9398423342  0.59670648 -1.35559459
# 56  0.158516099  0.965487254 -0.623186251  0.8139310226 -0.91143552 -1.15566142
# 57 -0.139873531 -0.263571033 -0.408251884 -0.8096743123  0.92966291 -0.87309674
# 58  0.662223020  0.640462010  0.146802713  0.7755120743 -0.56425054 -0.31427168
# 59 -1.550031073  0.720726020 -0.455962575 -1.1084076991  0.05898872  1.29988687
# 60  1.573876551  0.050431834 -0.132806141 -0.5638618360  0.24923077  0.52404027
# 61 -0.234653520 -0.033032558 -1.984906837 -0.8523409778 -0.61690576 -1.39705834
# 62 -1.601660428 -0.853141426  0.421557003 -0.2396570679 -0.23380628  1.69666489
# 63 -1.054512938 -0.131637858  1.289458938  0.1578461165  0.26171258  0.62085426
# 64  0.326216624 -0.728524413  0.309990583 -0.0011306261 -0.90672209  0.11907307
# 65  0.758980911 -1.048133547  0.137603601  0.1553969774 -1.73863164 -0.15406203
# 66 -1.279691061 -0.157730308 -0.336385298  0.6534082874 -2.02672943  0.33890906
# 67 -1.061257441  1.365863518  0.171099673 -0.8102078752  2.64901814  0.77820715
# 68 -0.609847091 -0.866616704  0.656587683 -0.1383750528 -1.15116436  0.11644274
# 69  1.242067468  0.190513749 -1.102238129  1.2483328713  1.76307419  0.98633639
# 70 -1.808757107  1.596731125  0.291969198 -0.9872341843  0.04668813  0.19827687
# 71  0.663234254 -0.637378928 -0.486135056  0.3955632805 -0.18459857  0.37611568
# 72  0.586617486  0.686666157  0.566389729 -1.7797136413 -0.37951792 -0.98027472
# 73  1.157797059  0.811606500 -0.030919984  1.1107681088  0.26567144  0.76701342
# 74 -0.295696642  1.246453935 -1.019190641  0.4461368408 -0.95717326 -1.26222608
# 75 -0.331793711  0.587476826  1.212322289  0.4090564275 -2.00866065 -0.58461376
# 76 -0.875752871 -0.754169410  0.239204774  0.2424872896  0.30851255  1.55056382
# 77 -1.912287846  0.854636995  1.228793049 -1.1437522878 -0.26463005 -1.92374691
# 78 -1.145444709 -0.671348243 -1.074046564  0.1651936986 -0.84282030  0.07491882
# 79  0.918437419 -1.308897591  0.168170990  0.1997553771 -0.33370783  0.32712956
# 80 -0.112755103 -1.396257768 -0.471199215  1.1232981628 -1.14746580  1.29391886
# 81  0.301044521  1.196253931  0.618970707  1.0270894558  0.50287140 -0.18981431
# 82 -0.267816470  1.486751114 -1.259980547 -1.0600283148 -0.95767513 -0.92604243
# 83 -1.002849218 -1.078602062 -0.505874408  1.0446826344 -1.58888134 -0.23602009
# 84 -0.204511008 -0.127194936 -0.045045395  0.5210506899 -1.45481928  0.60571078
# 85  0.629336993 -0.257529032  1.522403912 -0.0404716663  1.41881382 -0.29277761
# 86  0.189772820 -0.644282440 -0.535694182 -0.0606865786  0.96087690  0.52402856
# 87  0.441455783  0.189108616 -1.077432958  1.5486076575  0.19709218  0.82813517
# 88 -0.763531638  1.187667231 -1.781175480  1.9558994611  0.64208216  0.33105777
# 89  0.207430592  0.509924036  0.900679744 -0.5288914253  0.31949546 -2.61508832
# 90 -0.453498132  0.027325125 -0.007123562  0.7618468919 -1.23043105  0.67803517
#           [,31]       [,32]       [,33]        [,34]        [,35]        [,36]
# 1  -0.794028463  1.24673520 -0.11999184  0.696049487 -1.846444561 -0.204994849
# 2  -0.107707617 -1.19827974  0.01188362 -0.226647150  0.450497750  0.415714466
# 3   0.515268461 -0.33750856 -0.27221683  1.202588962 -0.427542614 -1.814071204
# 4  -0.158321695 -0.35398124 -1.11171256  0.441750734 -0.729816795  0.893673256
# 5   0.027277482 -0.03194239  0.10455201 -0.505771986  1.049728734 -0.426629517
# 6   1.325915598  0.42594449  1.14793467  0.521904715  0.222576079 -0.008539759
# 7  -0.270345566  0.30912855  1.13070610  0.242080896 -0.964167295 -0.163998550
# 8   0.044106782 -0.65259516  1.90332225  0.953529010  0.478665598 -1.003353299
# 9  -1.605839057  1.33877668 -1.15552932  0.579565128  1.705476403  0.325682512
# 10  0.352016134 -0.43873179  1.79280979 -0.916585465  0.132664351  1.686468159
# 11 -0.752649932 -0.61004226  0.87726171 -0.106878670 -1.196014194 -0.376411280
# 12 -0.506268311 -0.82709491  0.71223572 -1.182574993 -0.712714733  0.129763900
# 13 -0.547184633 -0.41330784  0.89042563 -0.036906737 -0.445187878  1.173950656
# 14  0.305406953  0.05035925 -1.23969416  2.036914206  0.125516283 -1.006697015
# 15  0.098353303 -0.84958618  0.20845690  1.152015242  0.847753124  0.010598805
# 16 -0.710532882 -0.01632510  0.73595554 -0.457377282 -0.747810131 -0.084193898
# 17  1.839347905  1.41157278 -0.63085806 -0.650077132 -0.199358239 -0.131339657
# 18  1.141134043  0.10220378  0.08837387  0.318411128 -0.201029785 -0.354150396
# 19  0.887865669 -0.56688626  0.12915223  0.315271745  0.547973262 -1.209903421
# 20  0.571642490 -0.21432776  1.42906112  2.009789988 -0.181810157 -0.385239813
# 21  1.050273466 -0.98472631 -1.17225283 -0.637407272  1.752190463 -0.727643630
# 22  0.811314432  1.94122286  0.88335301  0.530441955  0.548366728 -0.622918082
# 23 -0.383156326 -0.22151867  0.30662273 -0.076955253 -0.626525698 -0.056578169
# 24  1.658227698  1.17124050 -0.24200331  0.559448568 -0.753562228  1.591992419
# 25 -0.602060893  1.42618933  0.30172896 -0.649418913 -0.939038953 -0.453065626
# 26 -0.397063072 -2.17183024 -0.65912862 -0.002496969 -0.340134475  0.013877106
# 27  0.291046126  0.43062755 -1.54207813  0.314159472 -0.870824785  0.029231915
# 28  0.819373396 -0.06157470 -0.55099649 -1.319209581 -0.599832958  0.225995894
# 29 -1.475272088  0.39608877 -0.31131411  1.361300701  1.246011686 -0.076405701
# 30  0.552094287  0.67061390  0.94518267  0.437087360 -0.478570999  0.969208604
# 31 -1.279830336 -0.76452971  0.01626491  0.705864374  0.316555517  0.649661023
# 32 -0.053598655 -0.30641034  0.38128330 -0.261065323 -0.574479714  0.427220023
# 33 -0.214933953  1.27883450 -0.28212246 -0.054439572  0.454421069 -0.192297040
# 34 -0.922405187 -1.44014232  0.57208757 -0.279259096  0.280212770 -0.564182682
# 35  0.401678322 -0.23217140 -1.22086932 -0.319714998  0.533828517 -0.212791867
# 36 -0.058693738  0.17846880 -0.93272970  0.245860788 -1.172456308 -0.677636028
# 37 -0.378992698  1.61720748  0.00955709 -0.434986801 -0.294637070 -0.643494498
# 38  0.312132196 -1.00734630  0.96780279 -1.471949980 -0.555593564  0.174452055
# 39  1.951377153  0.96248935  0.01964274 -0.238969107  0.727044382  0.890532528
# 40 -0.648849310 -0.42157230 -0.33244614  0.473889241 -0.427102716  0.334113687
# 41  1.588257755 -0.18783632 -0.41921735  1.395910867  0.916605498 -0.660878781
# 42  1.178151346 -0.19163109 -0.08369452 -0.155405817  0.399445242 -0.171279003
# 43  0.377191420  0.42757894  0.44388834 -1.313077691  0.252008005  0.015104694
# 44  0.070333581 -1.14144094 -2.52828205  0.806365186 -1.231959612  0.469144144
# 45  1.650928236 -0.65464374  0.06411295  0.516038382  0.575174422 -0.525056609
# 46 -0.298327480  0.04608448 -0.90990043  1.463915867  1.050021415  0.209731808
# 47 -0.523023016 -0.07617236  0.78769066 -0.144203837  0.976722675  0.551032709
# 48 -1.177422895  0.83961644  1.75317514  0.526263602  0.547371967  0.706991625
# 49  0.276186522  0.14449361  1.33997179 -0.562670295  0.277309286 -1.267402580
# 50 -0.996739430  0.70431659  1.53391029  0.106097916 -1.757230343 -0.618926607
# 51  0.469733349  0.47104249 -1.12711902 -0.958585359  0.551511081  0.913093133
# 52 -1.398454601 -0.80374644 -0.54830275  0.494220591 -0.001498547 -0.857870190
# 53  0.672496383 -0.57638507  0.34281143 -1.306890127  0.373766600 -1.415705291
# 54 -1.812927876  1.04900782 -0.87780255  0.419764698  0.974151574  1.019798799
# 55 -1.387870134 -1.20605023  1.16201436 -0.028130890  0.213489205  0.336850205
# 56 -0.753905079  0.38867565 -0.34664533 -1.424088604  0.026034369  0.749039197
# 57  1.348372924  0.07151002 -1.10091863 -0.329572170 -1.923098675  0.372132979
# 58  0.620265806  1.71601872 -0.33471633 -0.945070723 -0.546522878  0.530561417
# 59 -0.156622160  1.32466448  0.06095012 -0.837523401  0.667758900 -0.807213857
# 60  0.415832312 -1.55246869  0.63992050  0.307412087 -1.023813000  0.189052580
# 61 -0.383811737  1.15698427 -2.30987231 -0.257752729 -0.828764289  0.046552391
# 62 -1.009311345  0.66990616  0.34857790 -0.907917752  0.914931858 -0.869618053
# 63  0.129308791 -0.86699681  1.42208257 -0.107339472 -1.120740784  1.877576877
# 64 -0.404554237  1.43988504 -0.12336560 -1.186996118 -0.573187146 -2.701019925
# 65  0.853134185  0.18991193  0.33385386  0.958496093 -0.755834821 -0.018863652
# 66  0.916602611  0.77120835  0.78520476  1.686925974 -0.243761003  1.508112352
# 67  0.321936756  0.37925027 -0.81671114 -1.173594748  0.946162769  0.538082229
# 68  0.724726312 -0.06762949 -1.09804935 -0.149924749  0.114210322  0.005882554
# 69  0.069536917 -1.34063380 -0.29967793 -0.490117192  0.695448800  0.661309626
# 70  0.786890242  0.77730985  0.02063770 -0.012891820 -0.061869827 -0.188950204
# 71 -0.249226625  0.13254095  0.46608914  1.887402611 -0.378470764 -0.331022530
# 72 -0.125041283  0.09111135 -0.77326542 -1.174699539  1.125382563  0.123782886
# 73  0.073274002 -0.35635932 -0.77963599  0.074366964 -0.188842704  0.281134484
# 74  1.293702059 -0.51394922  0.10304562 -0.028484257 -0.978705945  0.488586158
# 75 -0.738815369 -0.08489454  0.19428550  0.812728874 -0.352239626  1.654406577
# 76  0.727753318  1.11249188 -0.41275654 -0.839677550  0.065820291  0.496034859
# 77 -0.646192491  0.20191716  0.35996680  0.747336262  1.393529676  0.103631612
# 78  0.416665960  0.04155780  0.92235122 -1.762662110  1.928834734  0.833144818
# 79  1.062383151 -0.45895676  0.35485100 -0.375542700  0.289373395  0.304574131
# 80  0.396612646 -1.68857941 -1.23243916  0.455284491 -0.127856447 -0.769466425
# 81 -0.908721590 -1.68294598  0.06168254 -1.067151263 -0.302799877 -0.089125952
# 82  0.495257131 -1.70619552 -0.41658002  0.827668062  1.430904700  0.641681577
# 83  0.133556826 -0.17907165  0.74788874 -0.518531482  1.727215182 -1.438657621
# 84 -0.527974929  0.48915788 -0.12091417 -1.195323086 -0.588679293 -0.861051911
# 85  0.671649441 -0.33001800  0.92281894  0.073285396 -0.578749265 -0.913643711
# 86 -1.808224281 -1.75754055 -1.61972164 -0.857175600 -0.378796863 -0.163312592
# 87 -2.383790781  1.72665109 -0.05054742  1.174356186 -0.187601975  0.286062413
# 88 -1.355500632 -0.29530340 -0.12607996  0.354936198 -0.525130865 -1.258183281
# 89 -1.773010990  0.93962042 -0.09989811 -0.168529447  0.394575104  0.950612033
# 90 -0.009388503 -0.41833661 -0.40538121 -0.078477199 -0.306431949  0.517946883
#            [,37]        [,38]        [,39]       [,40]        [,41]       [,42]
# 1  -0.7529727481  0.007346907  0.645734237  0.71729769  0.880932915  1.03229822
# 2  -0.7273558178 -0.860053198  0.154217373  0.10705159  1.224384415  0.10773340
# 3  -0.0258136832  0.305883998 -0.307942397  1.23274765 -0.633214824  0.15370784
# 4   1.1751799242  0.044293123  0.013643569  0.46617116 -0.099397722  0.65440250
# 5   0.5011712410 -0.683868754  0.589226000 -0.51901646 -1.112988089  0.44187919
# 6  -0.5669315231 -0.853348512  0.441483079  0.65408527  0.274404491 -0.05231853
# 7  -0.7276288865 -0.561605822  0.944568080 -0.66009969  0.647757121  0.56159981
# 8  -0.3869623148 -0.961983657  0.416322054 -0.31762442  0.960792756 -0.05664195
# 9  -0.3340554383  1.430981215  0.246134075  0.51517679 -0.506580939 -0.58899183
# 10 -0.0006219038  0.675711705 -0.775235177  0.20763104 -0.209731649 -0.59003081
# 11 -1.5201796553 -0.385069076  0.880097536 -0.91282413 -1.430754135  0.01255367
# 12 -0.3764923055 -0.265025188  0.189505223  0.67992694 -1.057963902 -1.65883947
# 13 -0.9562436829  0.917373522  0.936082832 -0.42110511  0.409493419  0.61119631
# 14 -0.0169911448  0.286533400  0.283909356 -0.41779694  0.501443297 -1.47733463
# 15  0.7515213582 -0.152089093 -1.623089380 -0.17071676 -1.092861322  0.02976279
# 16 -0.0879867873 -0.644133836 -0.291336780 -0.94315422  0.971147714  0.05467175
# 17 -0.6887997209 -0.232148996  1.978970129  0.16648237 -0.246203516 -1.14732926
# 18 -0.0040535082  0.939497273 -0.555813203  0.15839330 -1.164531098  0.80486926
# 19  0.9391339051 -1.741654907  0.089892586 -0.70459470  0.600653061  0.54743213
# 20  1.4260636890  1.236361641 -0.147009839 -0.91447595 -0.054605522  0.43824300
# 21  0.4489709979 -0.351182870  0.377415192 -0.01764115 -1.245844912  0.33537114
# 22  0.3036815757  0.544084694 -0.339294053  1.54559132  0.682311096  1.01486569
# 23 -0.8521530955  1.233071291  0.353891956  0.42234744  1.247157829 -0.43196734
# 24 -1.0587706544  1.359451873 -0.865532244  0.47638989  0.642871596  0.08300848
# 25  0.1154383907 -0.221792818 -0.812627357  0.01422326 -0.028560191 -0.78959245
# 26 -0.3397627532  0.333176697 -0.238262060  0.90828852  0.476830002  0.28313749
# 27  1.4727067033 -1.561443208 -0.526586427  0.30362005  0.278503557 -0.33723111
# 28 -0.3573565352  0.672739019  0.849727140 -0.49923304 -0.518503745  0.00283537
# 29 -2.0487003450  0.011940970  0.484626683  0.01191464 -0.154375596  0.57818774
# 30 -0.9109035419 -1.011452050 -0.393877029 -0.23630044 -0.577291914  0.14851131
# 31 -0.4020183073  2.022319893 -0.585974209 -0.45599951  0.219050457  0.86125822
# 32  0.9425125394 -0.049778317  0.132964713  0.59876536 -0.933688863  0.07188325
# 33 -0.4150897154  0.298584841 -1.033653209 -1.29376619  1.136957912 -0.03380194
# 34 -0.5882002865  0.164469458  0.004047153 -0.67397793 -0.783122582 -0.21279747
# 35 -1.2028955814 -1.274490251 -1.331271683 -0.66825922 -0.020985321  0.59770487
# 36 -0.2082355081  1.134280893 -0.356768533  0.16992598 -1.641685380  1.04403847
# 37  0.6304294013 -0.055369372  0.232657248  0.57923520  0.068172156 -1.43221464
# 38 -0.3420954558 -0.729316616 -0.529501920  1.01244914 -0.081345168  0.46939562
# 39 -0.7576599120 -0.288081900 -0.337951412 -0.37629213 -0.813782508  0.40056437
# 40  0.6953311390 -0.341560319 -0.043062781 -0.30571592  0.249952672 -0.09301750
# 41 -1.0683772389  0.399222808 -0.229556436 -0.98469695 -0.512031270 -0.50967491
# 42  0.4718551710  0.363654490 -0.330993011  0.89673611 -0.866639223  0.30835544
# 43  0.1380505085  1.136404933 -0.818891152 -0.47122370 -0.333597418  0.50795338
# 44 -0.1302135291 -0.464227008  0.114453984  0.60284323 -0.422794356 -0.59865796
# 45 -0.5650839936 -0.225073775  0.715375951  0.33535617  1.114259826 -0.51035184
# 46  1.1184111174 -0.492497177  0.917683995 -0.27327907  0.686856135  0.40460346
# 47  1.2997502191 -0.991948747 -1.426124049  0.43046054  0.927387877  0.24660684
# 48  0.2526051428  0.867867736 -0.724064219 -0.56104935 -1.078669611 -1.45262096
# 49  1.1526367887  0.010643115  0.658845961  0.81488154 -0.467517133  0.95501997
# 50  0.2020805072  0.241116430 -0.035387372  1.06647052  0.431761651  0.06706456
# 51  0.1985212300 -0.231156706  1.061628109  0.04008186  0.937341876 -0.03580560
# 52  0.7247454241 -0.190753966 -0.108040276 -0.40905254  0.369123813 -0.20034590
# 53 -0.8015494205  1.068305776 -0.209372350  1.04200654 -0.083107165 -1.42750324
# 54 -0.1454280931  0.426173578  0.585267803  0.62925000  0.186834764 -0.90946935
# 55  0.2355610231 -0.843475805  0.251890338  1.10041660  0.524055144  0.52008648
# 56  1.3085500244  0.562610370  0.892868794 -1.33304934  0.714441522  0.86226943
# 57  0.3545509531 -0.043981953 -0.311648663 -0.38999698  0.946888821 -1.02194091
# 58 -0.8346054045 -0.671328149 -1.032392124  0.06998301  0.455365697  0.89647802
# 59 -0.4740533764 -0.656502133 -1.138093113 -0.50643294 -0.991659516  0.19080716
# 60  0.0569672021 -0.528229346  1.160304969 -0.56231333 -0.774764896  0.40825848
# 61 -0.2741566816 -0.203481303  0.731039102  0.77729400 -0.446588450  0.25577293
# 62  0.3416243430 -0.601452565  0.588163549  0.64454355  0.576642048 -0.14932364
# 63 -0.3211761236  0.065295848 -0.409233386 -0.94315995  0.096218650 -1.29196319
# 64  0.3118379188  0.484744666  0.042207126 -0.91954129  0.157029680 -0.54296558
# 65  1.3208280166  0.652140951 -0.252332383 -0.39096313  0.693699970  0.28843620
# 66  1.5308638542 -1.047539687  0.811585706 -0.95732710 -0.506596017  0.19845040
# 67  0.1364859310  0.150098722  1.121795163  1.26414534 -0.111485258  0.70597326
# 68 -1.1983381247  0.621246202 -0.482560925 -1.27201984  0.120413034  1.24773513
# 69  0.4001649070  0.493016770  1.043660037 -1.17194463  0.758976575 -0.19780336
# 70  0.7215120019  0.102015652  0.931708232 -0.90946612  0.013897046  0.93037212
# 71  0.7164339855  1.087580113  0.373816771  1.08272460 -0.388415342  0.85547133
# 72  1.6592208216  0.497517218 -0.328550244  0.72688836  0.170971133 -0.63424266
# 73  0.2453775054 -0.202002562 -0.379908955 -0.47280937  0.574074631 -1.07795932
# 74  0.6502008208 -0.761305057  0.491032705  0.14261362 -0.549078153 -1.12355496
# 75  0.2052908357 -0.394867471  0.496092047  0.51563599 -0.329655045  0.48940396
# 76  0.5686352465 -0.318393866 -1.874419529 -0.65233471 -0.260611821  0.06003735
# 77 -0.9216754298 -1.004347943 -1.067666899  0.02057755  0.866083071  0.03330437
# 78 -0.0143803273  0.460531176 -0.006255432  0.38177201  0.040378305  0.42612227
# 79 -0.5551568074 -0.371585199  0.713624166 -0.32441398 -0.084817174 -0.27902094
# 80 -0.8691102058  0.908410988 -0.456916933  0.79204057  1.074179829 -0.26095013
# 81 -0.4245648369 -1.042163187 -0.152213710  0.60515683 -0.868089857  0.89900426
# 82 -0.2086527879 -0.564657839 -0.964264768  1.28050531  0.643384391 -0.95662250
# 83 -0.3182513064  0.697770247  1.316147049 -0.35993369 -0.001417676 -0.75125001
# 84  0.5678525253  0.570583410 -0.734216540 -0.07171798  0.601390716  0.36559636
# 85 -0.2951364169  0.086125605 -0.360730736 -0.02826582  0.752754040 -0.27083706
# 86  0.0922997776  0.012028563 -0.627634864 -0.72096942  0.128870222  0.94741533
# 87 -0.7323256920 -1.743004053  0.076782434  0.42338810 -1.003289444 -0.39519147
# 88  0.7125790901  0.397597001 -0.581729294 -1.61493782 -0.804956176 -0.67450421
# 89 -0.1239114788  0.244116425  0.059739528 -0.25566622 -0.261925007 -0.04986005
# 90 -0.1645556704  0.594503044  0.737157324  0.43167264 -0.480372029 -0.18718175
#           [,43]        [,44]        [,45]        [,46]       [,47]        [,48]
# 1   0.170039292  0.583561565  0.477229220 -0.325984386 -0.57219378  0.378121306
# 2  -0.119151202 -0.729891057 -0.482879598  0.930818180 -0.69032568 -0.034225372
# 3  -0.268418881  0.061366613 -0.006257078  0.450217508  0.51717198 -0.255177088
# 4  -1.243445414  0.492717089  0.726654550  0.850480476 -0.26173680  0.480622293
# 5  -1.128586239 -0.157990050  0.352831026  0.350598683 -0.21219680 -0.431720635
# 6   0.525875232  0.616584950  1.066679428 -0.730751667  0.28937517 -1.714923192
# 7  -0.804977346 -0.194805374  0.820091640 -0.323577571  0.30214035 -0.413412478
# 8  -0.304555451 -0.004044698 -0.812390392  0.509814745 -0.25497192 -0.468853250
# 9   0.909495827 -0.235386441 -0.007658153  1.083955770  0.27840247 -0.021240519
# 10 -0.615696567 -0.381729599 -0.202023773  0.054947266  0.09818380  0.085201230
# 11  1.508778295 -0.127963718  0.421703387  0.227754543 -0.74763356  0.226525812
# 12 -0.326274002 -0.232471238 -0.608066727 -1.028608722  1.51122491  0.690229922
# 13 -1.197073461 -1.006152535 -0.658552629 -0.472286905 -0.71209607  0.055103487
# 14 -0.134547310  0.652409475  0.078199031  0.095729669 -0.88670385 -0.785884917
# 15 -1.011852009  0.089705535 -0.354082061 -0.438716465 -0.66834406 -0.124063387
# 16  0.777624753  0.267813471  0.198045759 -0.493497900  0.38556920 -0.594716843
# 17 -0.462141594  0.656817557 -0.379980883  0.631932577 -0.06165152  0.390126483
# 18  1.447070054 -0.448642702 -0.246436184 -1.368748678  0.30678526  1.114578318
# 19  0.726565922  0.647110210  0.521459863 -0.283425585  1.45201448  0.510632468
# 20 -0.512121890  1.027556982 -0.260723906  0.107165623  0.12173598 -0.256590526
# 21  0.335579495  0.030949743 -0.786252259 -0.438478504  0.09125718 -0.872698151
# 22  0.051870656 -0.954351978 -0.333907171  0.638231569 -1.27507305 -0.181962495
# 23 -0.585519055  1.037575832 -1.449441717 -0.936753972  0.26704612 -0.241134836
# 24 -0.470652381 -0.295778185  1.003451236 -0.257719032  0.34519111  0.637554155
# 25  0.328861778  1.255498363 -0.734530875  0.727110028 -0.24543972 -1.188341985
# 26  0.470392960 -0.208594153 -0.307531742  0.159631920  0.80496647  0.229657660
# 27 -0.127094925  0.104054600  1.205977109 -0.439737269 -0.52793008  0.399849857
# 28  0.429053761  0.732981957  0.281107648  1.048083563  0.81861867  0.586938954
# 29  1.665340372  0.162069939 -0.049321160 -0.078551955  0.55800219 -0.669118663
# 30 -0.080627199  0.272987078  0.272066099  0.148752947 -0.35562568  0.708270464
# 31 -0.374069974  0.225569811  0.685032342 -0.806965338  0.92755267 -0.240831477
# 32  0.583984676  0.274099054 -0.102005246  0.169647537 -0.06154751  0.895745964
# 33  0.150724199 -0.590662918  0.650819161  0.028134693  0.95516949 -0.567257710
# 34 -0.038840548 -0.407818372 -0.450015044 -0.201729005 -0.76557193 -0.417244278
# 35 -0.059178164  0.187040652  0.306518788 -0.551226782  0.01015347 -0.215629290
# 36  0.067413018  0.239522755  0.517579433 -0.461927360 -0.63485629 -0.434778913
# 37  0.121086906  0.745806369 -0.083042847 -0.725384647 -0.41884818 -0.246406982
# 38  0.406803585 -0.428363941 -0.517181509 -0.439738154  0.18545373 -0.127779214
# 39 -0.243807280  0.543403653  0.393212271  0.435574110  0.52550618 -0.269649757
# 40  0.785973366 -0.760659712 -0.480654217 -0.298635145 -0.37463965 -0.368550371
# 41 -1.143463376  0.245250068 -0.966343110  0.153630185 -0.21137641  0.514657893
# 42 -0.302362157 -0.718411792  0.488360394  0.930174519  0.28803760 -1.376987916
# 43 -0.045941985  0.233807058 -0.836032769  0.940903182  0.49832124 -0.974275219
# 44  0.007647740 -0.155625369  0.597397111 -0.959895715 -1.12745010  0.250506090
# 45 -0.394957713 -0.612972277  0.339808899  0.212374137  0.43556151  0.708133608
# 46 -0.135748732  0.629660582  0.866349181 -0.402281976  0.65880981  1.076534101
# 47 -0.232335787  0.348056877 -1.095103261  0.274497616 -0.50558651  0.782637718
# 48 -0.135356726  0.043504077  1.018319775 -0.224670650 -0.17221906  0.880703322
# 49 -0.529408802 -0.078172336 -0.268178818 -0.923255822 -0.02702623  0.807826806
# 50 -0.787229634 -0.548279526  1.533004838  0.191379523  0.16386607 -0.412447483
# 51  0.288525557 -1.423530365  0.073122294 -0.308641551 -0.18116598 -0.236997031
# 52  0.997186291  0.082671187  0.966685821  0.292799701  0.01612600  0.351238676
# 53  0.254573393 -0.117962086  0.647706075  0.714686579 -0.95700234  0.692879712
# 54  0.514482461  0.191094844 -0.153668073 -0.716334955 -0.54311871 -0.410499638
# 55  0.031098210  0.041958692 -0.248707602 -0.287704039  0.29478908 -0.159534000
# 56 -0.642223412  0.262554828 -0.352039953 -0.900644099 -0.34687063 -0.366539414
# 57  0.359947581 -0.817530839 -0.003090499 -0.331332179 -0.50261699 -0.092209507
# 58  0.602909686  1.153444880 -0.509702988 -0.223084690 -0.07559184  0.975519400
# 59 -0.039004919 -0.428212525 -0.307772795  0.274638769 -0.33316786  0.549148609
# 60 -0.004030528 -1.249783175  0.111053105 -0.002769141 -0.32582530 -0.423265810
# 61 -0.637206847 -0.784478050 -1.040585889  0.750144479  0.84081706  0.179502462
# 62  0.639867144  0.419741272 -0.410557010  0.866035048 -0.38169750 -0.053926367
# 63  0.644590823  0.035237042  0.095725668  1.249221394 -0.41457207 -0.347293360
# 64 -0.432753683 -0.547059164 -0.209003201  0.040890455 -0.03855675  1.329080077
# 65  1.083574854 -0.435779074 -0.133005423  0.814124023  0.51099325  0.325593925
# 66 -0.072651115 -0.380789982 -1.061319565  0.566591284  0.07852333  0.411747886
# 67 -0.237771915 -0.007873105 -0.247905123 -1.028761079  0.37171224 -0.577706546
# 68 -0.661248662  0.632709105 -0.609574649 -0.175147067 -0.33071026  0.442824157
# 69  1.065397154  0.333620460 -0.771033856 -0.057222988 -0.32803094  0.824812817
# 70  0.646317702 -0.564306873 -0.218657370  0.104586089 -1.03914301  0.093780301
# 71  1.195680303  0.273195142 -0.257036054  0.493747509 -0.17270264  0.247596772
# 72  0.399398092 -0.656100545  0.550825764  0.264628516  1.05598161  0.008476444
# 73 -0.631162290  0.789490018 -0.081776700 -0.338170193 -0.61352828 -0.970014131
# 74  0.881625256  1.304802928  0.260746832  0.359582106  1.16939308 -0.232052618
# 75 -0.143052553 -1.092697287 -0.104009843 -0.093748849 -0.64904417 -0.014586104
# 76  1.118031424 -1.327578437 -0.200187481 -1.199578812 -0.11368906 -0.840579449
# 77  0.203164169 -0.947327760  0.229240085  0.596382271  0.61249655  0.764210516
# 78  0.510893907  1.203355750  1.020372255  0.061495971 -1.69692723  0.026769262
# 79 -0.653576068 -0.596403294  1.289736151  0.432231111  0.21720991 -0.472150811
# 80 -0.265591943 -0.849570203 -0.106275579  0.400710402  0.24334437 -0.390875496
# 81 -0.354891020  0.416599833  0.478273934  1.056451356 -0.16535559 -0.262045431
# 82 -0.777036494  0.923421731 -0.571432017 -0.719944720 -0.22662103  0.639099079
# 83 -0.096990237 -0.176584839  1.078465433 -1.283513159 -0.02669417  0.493290937
# 84 -1.006115723  1.026868197  0.469124413 -0.546341693  0.54619919 -0.692550173
# 85 -0.154503807 -0.543017887 -1.491445574  0.022619677  0.26425921  0.167650716
# 86 -0.419095362  0.812293353  0.196026262  1.043963433 -0.44272287  0.323538422
# 87 -1.249851891 -0.445637938 -0.831594041 -0.496674256  0.40178645 -0.011769119
# 88 -0.473141882 -1.249825097  0.477536207  0.003904242  0.40489071 -0.352825977
# 89 -0.856288614  0.812918546  0.365639317  0.845909624  0.97919753 -0.057096469
# 90  0.716178878  0.797356772 -0.733203388 -0.284721937  0.87256300 -0.386497685
#          [,49]       [,50]        [,51]         [,52]        [,53]        [,54]
# 1  -0.12808646  0.33050441 -0.076259386 -0.0705269658  0.355655910 -0.484387797
# 2  -0.29050427  0.28942634 -0.456274726  0.3354287232  0.823827209 -0.507636103
# 3   0.73226375 -0.52287116  0.230909192 -0.2503378327  0.940566357  0.392314618
# 4  -0.77817116  0.53901941  0.015669250 -0.6951633466  0.833979010 -0.647135263
# 5  -0.05644796  0.22337843  0.348322281 -0.5181729524  0.474499968 -0.447581475
# 6   1.02308325  0.00174030  0.045592104  0.1472878848  0.418078169  0.140474553
# 7   0.91781853 -0.50563212  0.025618465 -0.0797580961 -0.215232157 -0.040298123
# 8  -0.71133039 -0.04691542 -0.224566206  0.0935002393 -0.963045865 -0.009743327
# 9   0.81928545  0.36422760  0.447659427  0.4038046126  0.048303315 -0.380157771
# 10  0.96500880  0.16152341  0.403278830  0.3553311784  0.205032698  0.159586384
# 11  0.64381675 -0.92572920  0.187302342 -0.0076130043 -0.495527014  0.001314864
# 12 -0.06810389  0.88719460  0.432700307 -0.6358594629 -0.290572139 -0.289498483
# 13 -0.13368565  1.25749388  0.091686204  0.1971269621  0.494751384  0.121139041
# 14  0.05800024  1.50122257 -0.267128650  0.3504973000 -0.214411144  0.554367928
# 15  1.01489286  0.43403313 -0.085592216  0.1253644844 -0.888973437 -0.474821098
# 16 -0.32525871 -0.02196925 -0.347546254 -0.7908866616 -0.122907171  0.145322417
# 17  0.15149599 -1.30029758 -0.617198339  0.0818197790 -0.567732901  0.758279332
# 18  0.10883997 -0.07597035  0.058246529  0.0498071369 -0.440149115  0.157801618
# 19  0.08983836 -0.17564697  0.068505056  0.3560260268  0.033540399  0.207182029
# 20 -0.29357310 -0.67663075  0.274136266  0.0652885828  0.153037533  0.143773036
# 21 -0.59830116 -0.33110237  0.102808971  0.1102650921 -0.099055378  0.516999303
# 22  0.36536837 -1.00259454 -0.305702298 -0.2801653170 -0.434518083 -0.306509824
# 23  0.46389946 -0.57317713  0.299114123 -0.0921730276  0.537601239 -1.266899969
# 24  0.32153148 -0.01459269 -0.348574026  0.4278616864 -0.416423486 -0.108332636
# 25 -0.19310341 -0.22604744  0.873598347 -0.3727058910 -0.091811318 -0.087195541
# 26  0.31321077 -0.19203279  0.068071955 -0.1946312959  0.113985959 -0.414055087
# 27 -0.82951807 -0.58423555  0.103643189  0.4634081221 -0.128170656 -0.706551761
# 28 -0.14599378 -0.14121499  0.784015911  0.4286552876  0.378700796 -0.669174884
# 29 -0.46405114  0.05423638 -0.120546316 -0.2251193975 -0.119898002  0.144014450
# 30 -1.31525057 -0.49915334  0.625223568 -0.0011361773  0.424731207  0.391189105
# 31  0.01968792 -0.37879449 -0.522228273  0.3857388436 -0.647095478  0.611247183
# 32 -0.64011953 -0.58102994  0.006673219  0.8463010807 -0.397163682 -0.537775015
# 33 -0.12645917  0.32659948  0.265903211 -0.2317055150  0.534013167 -0.118361761
# 34  0.10824302 -0.34693314 -0.400616838  0.6178914362 -0.136981570 -0.019971742
# 35 -0.11633498 -0.22747475 -0.487363764 -0.2759382463  0.141968909 -0.199441317
# 36 -0.46495176 -0.01706741  0.360912455  0.7740301062  0.271327646  0.530883293
# 37 -0.63907509  0.73613476 -0.743559414  0.6112245881  0.212881117 -0.162604761
# 38 -0.51820325  0.29155630 -0.568108429 -0.2755472311  0.724606835  0.321834854
# 39 -0.50575434  0.38340221  0.719445477 -0.8028420694 -0.572193005 -0.014707074
# 40 -0.15514354 -0.22304772 -0.992639301  0.4585053729 -0.524801592 -0.376274481
# 41 -0.29022040 -0.33092506 -0.700142878  0.1795775733  0.299849280 -0.517690799
# 42 -0.26504068 -0.14351015  0.616435966  0.0903430845  0.662514109  0.384848437
# 43  0.26582712  0.27888038 -1.375971461 -0.2455150537  0.725391608  0.385373704
# 44  0.08888249  0.67151093  0.278616920 -0.9622394396 -0.259134161  0.165224899
# 45  0.41388923  1.47900563  0.575287377 -0.5741205790 -0.524072063 -0.039160160
# 46 -0.47608470 -0.77973619 -0.512846109 -0.2705640776  0.069107202 -0.180610822
# 47  0.86029843 -0.25129580  0.077804814 -0.2708203140 -0.541350566  0.462183515
# 48 -0.24935077 -0.45242004 -0.089236578 -0.7652380694  0.667560934  0.208518484
# 49 -0.37440567  0.24852397  0.374954971 -0.1254065074  0.373031394  0.704512393
# 50  0.12671803 -0.33894802 -0.895229550 -0.5099378316 -0.507084215  0.699608633
# 51 -0.45519970 -0.24458441  0.478144020  0.4467861638  0.312841221  0.224710108
# 52  1.42313487  0.30928491  0.421353101 -0.3249020797  0.009197237  0.681605588
# 53 -0.11387420 -0.54214403  0.100727303  0.4093676810 -0.430423386 -0.105860174
# 54 -0.60420899 -0.09642883  0.182759283 -0.6371274493  0.178517522 -0.098893083
# 55  0.10714997 -0.46474937  1.159768530  0.2058464317 -0.071329697 -0.139243616
# 56 -0.93135429  0.07370914  0.592574314  0.0914131740 -0.530208648 -0.117369367
# 57  1.04976416 -0.09470494  0.482795033  0.4586290937  0.433282604  0.098748570
# 58  0.56970677  1.33143170 -0.189385405  0.2384618219  0.356085225  0.390421812
# 59 -0.43859410  0.28657944 -0.751361661  0.1547876853 -0.301088004 -0.848609209
# 60 -0.37665335  0.77794952 -0.225476410 -0.0586102657 -0.134390416  0.475202743
# 61  0.37514454 -0.17017645 -0.411981101 -0.2230110145 -1.256231503  0.282508017
# 62 -0.22567654  0.07984293  0.246204249 -0.0806461952  0.292188580  0.812766959
# 63 -1.11018418 -0.05713647  0.533199497 -0.4267534412 -0.674098621  0.384023453
# 64  0.59266270  0.20292153 -0.002603532 -0.0595684828  0.666824158 -0.088743855
# 65 -0.40636470  0.47178379 -0.382646560  0.0475811230 -0.286746111  0.347753560
# 66  0.84263038 -0.15483835  0.042312616  0.6203182501  0.323469048  0.029230215
# 67  0.37513845  0.23506549  0.050686640 -0.3931753822  0.405472235 -0.598809353
# 68 -0.06269976 -0.16147306 -0.255712600 -0.9941234427  0.034018178  0.867692128
# 69  0.56848909 -0.07519156 -0.285687919 -0.1625076568  0.236492090 -0.273014161
# 70  0.83141284 -0.14310823  0.855524658 -1.3834540135 -0.382319061 -0.876912157
# 71 -0.73826492  1.14114324  0.310880713  0.2054514505 -0.289554855 -0.770675608
# 72 -0.23226191 -0.03785393 -0.332300331 -0.4310755904 -0.063567191  0.667822980
# 73  0.12114945 -0.22734601 -0.229216410  0.3044328414  0.053771051 -0.109706592
# 74  0.13956645  0.33840107 -1.165876356  0.2623291412  0.738218351 -0.257871025
# 75  0.22602414 -0.88812383 -1.176296507 -0.1242431138  0.595356821  0.552581049
# 76  0.02486469 -0.02947029 -0.012665874 -0.0242383530  0.062261298 -0.579943724
# 77 -0.25004823 -0.28372274  0.570707995  1.2516673960  0.547950391 -0.191158318
# 78  0.66127988  0.36148294 -0.024913373  0.4015377199  0.119820324  0.078341544
# 79  0.31545551  0.15677753  0.119180819  0.3990378931 -0.969452167 -0.630558165
# 80 -0.73848837 -0.39219527  0.379942355  0.0001106948  0.056191864 -0.096429036
# 81  0.33436544  0.29805222 -1.078227353  0.0179900775 -0.183333867 -0.823046240
# 82  0.02725687 -0.41898015  0.352819194 -0.5769290178 -0.227868341  0.127780460
# 83 -0.43884937  0.37388210 -0.457095632  0.2810688778 -0.122492571 -0.192644643
# 84 -0.34559244  0.17410242  0.222793152  0.7746225655 -1.157358312 -0.158254756
# 85 -0.83860001  0.01226770  0.023328832  0.0154785340  0.075115625  0.185408883
# 86  0.39856298  0.01929140  0.606273991  0.8690125857  0.158428776  0.582006446
# 87  0.38654866  0.32188004  0.663065929  0.8670568201 -0.123615199  0.684677197
# 88 -0.29550377 -0.49073866  0.237069215 -0.6823931169  0.571207584 -0.073344437
# 89  0.20538113  0.11318366 -0.594603642 -0.7318866076 -0.506802940 -0.020915766
# 90  0.30735320 -0.67868399  0.319133515  0.5606963799  0.163931547  0.277304572
#           [,55]        [,56]        [,57]        [,58]       [,59]        [,60]
# 1   0.451174756 -0.478830910 -0.519826206  0.421924894  0.37983280  0.008403970
# 2  -0.010807983  0.079463573  0.270870336  0.470712307 -0.07547869 -0.182176740
# 3   0.066752196  0.183028333 -0.158178379  0.953729782  0.10442391 -0.117516711
# 4   0.432936685  0.441248515  0.286003746 -0.391837047 -0.71404536  0.284822545
# 5   0.566149687 -0.367681522  0.589070837  0.407947504  0.01814498  0.392979585
# 6  -0.416101292 -0.475345046 -0.231968214 -0.643474564  0.58348350  0.052518125
# 7  -0.298416627  0.027559766 -0.176490041  0.596446642 -0.55594085 -0.284288894
# 8   1.139135585  0.384273271  0.025112993  0.083012968  0.63612958 -0.055058353
# 9   0.089835669 -0.306901117 -0.064331084  0.020572717  0.27527150  0.615133345
# 10  0.105595422 -0.270565477  0.375320358 -0.237289235 -0.42284203 -0.039305403
# 11 -0.258364200 -0.042054003  0.624190925  0.415107891 -0.53998629  0.036393655
# 12  0.155829738 -0.630477468 -0.266425591 -0.005497771 -0.15851438 -0.213693588
# 13 -0.693833414  0.411146630  0.069813739  0.458817665 -0.01792351 -0.190704451
# 14 -0.559031788 -0.373967324 -0.031408625 -0.545504773 -0.69867248  0.369786715
# 15  0.280145553  0.260557420 -0.110483342 -0.152316316 -0.13078690 -0.428688722
# 16  0.588289638  0.250646477 -0.047345436  0.396512535  0.02018255  0.456850662
# 17 -0.509837754  0.375363837  0.709828781  0.158213586  0.06898060 -0.046397647
# 18  0.012625326  0.941615423 -0.122854858 -0.031856984  0.20346052  0.062099127
# 19 -0.085645942 -0.135095644  0.431766391  0.582725494 -0.70192106 -0.330144728
# 20  0.221815756  0.400390025  0.355914753 -0.247223773  0.26983540 -0.375374935
# 21  0.001026346 -0.525204023 -0.275944936 -0.318866187 -0.10893718 -0.031678641
# 22 -0.281953289  0.195254165 -0.050602688 -0.218114173 -0.70883883  0.107709267
# 23 -0.105863844  0.756216431  0.249147438 -0.592084158 -0.11746412 -0.164061775
# 24  0.050495594  0.046449984 -0.533985345 -0.092340092 -0.29458331  0.422175308
# 25 -0.502237553  0.262422834 -0.189070972  0.322345087  0.35116445  0.462079151
# 26 -0.897179596 -0.083479973  0.314516766 -0.066685263  0.18982472  0.146613908
# 27  0.987304838 -0.511450033  0.708126681  0.190399369  0.14630779 -0.458090887
# 28  0.174413121  0.428123759 -0.480516310 -0.374727486 -0.04978445  0.336868620
# 29  0.149085272  0.189997376 -0.002945245 -0.148363074 -0.08289507 -0.250570454
# 30 -0.445333508 -0.656688138 -0.442697684 -0.745734788 -0.33471077  0.133091085
# 31  0.383916733 -0.411090199  0.733546556  0.567609760 -0.15605011  0.653311198
# 32 -0.387592810 -0.730229937 -0.001123923  0.017839830  0.28958313 -0.010137157
# 33  0.380340861 -0.391979704  0.383572878 -0.363479325  0.21554501  0.092502752
# 34  0.028157139 -0.446505895  0.015513062 -0.374772619 -0.18283339  0.207603569
# 35  0.365797028  0.605069657 -0.573131537 -0.535809409  0.16776819  0.252341002
# 36 -0.151584842  0.197971273  0.621175520  0.108587404  0.34828870 -0.179004716
# 37 -0.273705484  0.763138457  0.303519000 -0.095332143 -0.27028501 -0.542075659
# 38 -0.050542967  0.705050000  0.124357861  0.597988257 -0.09989507  0.458628176
# 39 -0.166883073  0.411317003  0.046300895  0.504203870 -0.23394739 -0.100651072
# 40  0.574256388  0.229443399 -0.185804601 -0.068397050 -0.26585345  0.086731435
# 41 -0.104865205 -0.088625129 -0.620490058  0.435999932  0.40413305  0.179707907
# 42  0.142913752  0.269449399 -0.733891017 -0.162374588 -0.33755590 -0.444551898
# 43 -0.273116387 -0.887993997  0.157984437 -0.039826113  0.50816177 -0.389194967
# 44 -0.142647922  0.197154036 -0.660764271  0.083055372  0.19620710  0.020735100
# 45  0.335893657 -0.044711961  0.593623117 -0.303588170  0.42544344 -0.028849623
# 46 -0.821044191 -0.244602083 -0.173692642 -0.164260660  0.59903272  0.308165308
# 47 -0.513448212  0.543714075  0.080711163 -0.047209225  0.31605945 -0.290957293
# 48  0.396005614  0.604717856  0.353621378  0.274137484  0.45597654  0.072672146
# 49 -0.062151873 -0.309272994 -0.227932224 -0.398045465  0.16205620  0.054563592
# 50  0.303765981  0.006925416 -0.321988383 -0.748978485  0.41918821 -0.083707389
# 51  0.176662998  0.198322573  0.472783607 -0.457737992 -0.15393238  0.129741376
# 52  0.155485887  0.162421463 -0.325026096 -0.177709437 -0.42147447  0.079327308
# 53  0.082750689 -0.769054312 -0.055641173  0.165746709 -0.31008654  0.025913291
# 54  0.527727905 -0.166036623  0.094660511  0.623950007 -0.11553219 -0.473109092
# 55 -0.786983518 -0.433856531  0.020389580 -0.415351843 -0.13573575  0.021282771
# 56 -0.259477579 -0.452658189 -0.451608343  0.509644581 -0.16363759  0.077690254
# 57  0.697045450 -0.364384139  0.505541454  0.378530831 -0.05791497 -0.327681401
# 58 -0.420670240 -0.503022612  0.404004088  0.263082188  0.02716003 -0.076035959
# 59 -0.389322703  0.036594213 -0.452454677  0.158049411 -0.26855249 -0.065752643
# 60 -0.137372530  0.379360224  0.056165317 -0.284082365  0.45029392 -0.150053950
# 61 -0.140893805  0.226645178  0.398262207 -0.363697896  0.52725677 -0.175755307
# 62  0.219921888  0.403354575  0.429636369 -0.204184553 -0.06431452  0.283582484
# 63 -0.122765077 -0.114546216 -0.284236972 -0.352708411  0.38801595 -0.003016371
# 64  0.143816781 -0.071551528 -0.075859920 -0.352875847 -0.03304989  0.232589415
# 65  0.105681002 -0.384054356 -0.739013996  0.422158792 -0.59539687 -0.603841865
# 66  0.553195170 -0.045532444 -0.183895673 -0.202690355  0.27954782  0.582300726
# 67  0.313310390  0.150174974 -0.692979075 -0.048314085 -0.11325633 -0.284618057
# 68  0.412014142 -0.717317167  0.340100353 -0.628616343 -0.16323204 -0.245169845
# 69  0.016452039 -0.002738129 -0.309688216 -0.165851901  0.07634130 -0.362472938
# 70 -0.285349470 -0.389505052 -0.253294112  0.318536361  0.43397069  0.136240028
# 71 -0.132074693  0.040889238  0.673025975 -0.413008774 -0.12265150  0.089984131
# 72 -0.591886931  0.374334229 -0.159829369  0.603797962 -0.13721185  0.326086839
# 73 -0.575934064 -0.074475156 -0.186131706  0.094412545 -0.08862481  0.214113652
# 74 -0.358771540  0.039981904 -0.034824318 -0.038537599  0.24030092  0.169568590
# 75 -0.409828704 -0.197404482  0.009118291  0.110091433 -0.12129860  0.187312789
# 76 -0.117719119  0.334607119  0.588494919 -0.322445290 -0.05914991  0.629871551
# 77 -0.309510451  0.141244046 -0.146187238 -0.049990453  0.34542047 -0.681753052
# 78  0.397857632 -0.029235371 -0.205320062  0.308277067  0.75097893 -0.274710520
# 79 -0.391560954  0.355029598  0.117704577  0.290532207 -0.12308831 -0.350481136
# 80 -0.094944814 -0.251531936  0.260802578  0.522884496  0.57451595  0.052526867
# 81  0.407645903 -0.365157483  0.415138333 -0.192161896 -0.03335016  0.270169387
# 82  0.013435210 -0.100973692  0.438164354 -0.013080658 -0.37803584  0.273719054
# 83  0.072123564  0.399752195 -0.169642417 -0.115045620 -0.13308111  0.210861467
# 84 -0.162366160 -0.113667756 -0.221615864  0.064832102  0.35680249 -0.026728273
# 85  0.347742336 -0.209733377 -0.673345898  0.385765811 -0.49794707  0.553561037
# 86  0.014195293  1.109823777 -0.389490822 -0.089795756  0.02739053  0.068994497
# 87  0.393121458 -0.110029396 -0.342616710  0.358557108  0.23089408  0.290100167
# 88 -0.831239752 -0.056889170  0.172502143 -0.435117922  0.03103499 -0.757052561
# 89 -0.114763844 -0.064757555  0.058562103  0.135490149 -0.63578372 -0.470045451
# 90  1.211781639 -0.119378445 -0.322070100 -0.345236180 -0.30832610 -0.614864813
#           [,61]       [,62]         [,63]        [,64]         [,65]
# 1   0.634687440 -0.34605301  0.6599065252 -0.294888837 -0.1066061839
# 2   0.151308538 -0.35490852  0.0820404383 -0.136597468 -0.1429295592
# 3  -0.099887786 -0.37065108 -0.3147680184  0.221654126  0.0851147074
# 4  -0.301394984 -0.01861589 -0.1773428142 -0.001995732  0.0926262926
# 5   0.206441544  0.25826758  0.6975347686  0.008825304  0.1725299122
# 6   0.075490793 -0.04812518 -0.1147643447 -0.109716918 -0.3156783319
# 7  -0.165200478  0.16849716  0.1589285816 -0.019775459  0.0588721292
# 8  -0.128329286  0.24088397 -0.1882912089  0.358041679  0.0808114720
# 9  -0.053414849  0.16907845 -0.0165262872  0.245419873 -0.0473629778
# 10  0.235623892 -0.03546860 -0.3722829873  0.217944009 -0.0583568608
# 11  0.178902447  0.00322201 -0.2074898636  0.004172019 -0.2391090309
# 12  0.022659759  0.35380570  0.2390549781 -0.271916997  0.1327843128
# 13  0.245962005 -0.11687354 -0.3031615323 -0.237488093  0.1152491775
# 14  0.313922349  0.01244598  0.1246104188 -0.082786865  0.2817044994
# 15 -0.464381774 -0.04448371 -0.0951033944 -0.312854060 -0.1177368118
# 16 -0.053103437 -0.26496270 -0.6302927310  0.147465536  0.1414485849
# 17 -0.334823164  0.25427910  0.1560434759 -0.102404574 -0.1463148630
# 18  0.016413072 -0.06555051  0.0534422776 -0.015730236 -0.0792728217
# 19  0.093263932 -0.22514200  0.3009379043  0.718590831 -0.1515158164
# 20  0.187405495  0.21056202 -0.0469928976 -0.330364230 -0.2906980984
# 21  0.504757740 -0.38482551  0.1040865797  0.081192767 -0.1170414050
# 22  0.263567371  0.40828193  0.4107776808 -0.142253456  0.3377816079
# 23  0.271857311 -0.43264749 -0.1337136260  0.407532702  0.2160130830
# 24 -0.446328898 -0.15605924 -0.0007568215 -0.047305828  0.1860274552
# 25  0.001699055  0.07145078  0.1658399152 -0.237357824  0.4060560678
# 26 -0.445156412  0.50341735 -0.0993586971 -0.017357352  0.3099960918
# 27 -0.382343312 -0.09382878 -0.5116338174 -0.104090980  0.2482848804
# 28  0.083175749  0.12083298 -0.3044871965 -0.369853653  0.2013846879
# 29 -0.237813840  0.21018515 -0.3404281828 -0.309221650 -0.1936573528
# 30 -0.287026001  0.29987476 -0.2675924608  0.480331460 -0.4922986803
# 31 -0.083395983  0.17500960 -0.1465003235 -0.097601600 -0.1271477670
# 32  0.324567330  0.41708773  0.0069010891  0.609794475  0.0131555600
# 33  0.504318101  0.13595388 -0.2859862910  0.174072212 -0.1748328012
# 34 -0.021185653  0.39483645  0.4765736324  0.182634225  0.0026173617
# 35 -0.185055744  0.27980053  0.2445635103 -0.310382438  0.1661579696
# 36  0.259279493 -0.11579201 -0.2969925474 -0.339167853  0.1095999769
# 37 -0.142114139  0.19629082 -0.2734345034 -0.130309757 -0.4097922578
# 38 -0.325953068  0.29186787 -0.1685607667  0.254949195 -0.1360430103
# 39  0.422309843  0.26824563  0.2988858804  0.097652106 -0.1380705215
# 40 -0.273183647 -0.26844473  0.1755419482  0.120648589  0.0069173738
# 41 -0.254217985 -0.49356499 -0.0293453751  0.072556209  0.0760928700
# 42 -0.121275123 -0.17288341 -0.1643304571  0.174295550 -0.3256578731
# 43 -0.255266832  0.38436202  0.0493956570  0.097552393  0.1265214102
# 44  0.602795102 -0.13612278 -0.0444571081  0.527133325 -0.1957842328
# 45 -0.344581376 -0.41833705  0.1501829809  0.150202198 -0.6358493557
# 46  0.093323703 -0.18261085  0.0546127621 -0.314370456  0.0571350942
# 47  0.299525174 -0.39093313 -0.1396304759 -0.191465078 -0.0545122420
# 48 -0.052867175 -0.11105832  0.9165155274  0.271240292  0.3174525520
# 49 -0.322222613  0.05922695 -0.5382601358 -0.074283729  0.3424413559
# 50  0.506039947  0.42476296 -0.0579264112 -0.142635318 -0.1499653276
# 51 -0.417961962 -0.10882024  0.3759709511  0.039237616  0.3202307009
# 52 -0.358638473 -0.24218141 -0.0421761278  0.041210327  0.4489896072
# 53 -0.431999701 -0.60158601 -0.2583880019 -0.232806940 -0.2025117735
# 54 -0.487779458  0.03523470 -0.4634346863 -0.241375372 -0.4368337225
# 55  0.012991223 -0.79476498  0.7624187234 -0.146620055 -0.1443920785
# 56 -0.208395431 -0.30002399 -0.0393072479 -0.431550408 -0.1200448117
# 57  0.710600809  0.58292140 -0.3257557469 -0.198391743  0.0478464445
# 58 -0.091077379 -0.12740240  0.3121800433  0.019473747  0.3459434631
# 59  0.859268658 -0.11841920 -0.3647880304  0.012271249  0.2884603535
# 60 -0.019935758  0.19924281  0.0876590339  0.357254949  0.1198974707
# 61  0.071633904 -0.25494078 -0.1628455281  0.225275363 -0.0321820217
# 62  0.207828809 -0.32580713  0.0367455536 -0.280878232  0.1718190742
# 63  0.003230131 -0.62663319  0.1264204455 -0.147957376  0.3645247976
# 64 -0.245649683  0.09933189  0.0610292136  0.170468999 -0.5578021187
# 65 -0.311101680  0.39537547  0.5285149648 -0.549014155 -0.1327681314
# 66  0.527295143  0.19888581 -0.1350094617 -0.112398301 -0.1760809055
# 67 -0.103735938  0.21690177  0.3453426594 -0.130772421 -0.1225307555
# 68  0.066322541 -0.32428053 -0.0399304992  0.155112508  0.4412732157
# 69  0.156770780  0.10686847 -0.0756062458 -0.264510247  0.0058238667
# 70 -0.666676401  0.39259028 -0.3838080991 -0.026135923 -0.0920523806
# 71 -0.164194106  0.06270833  0.1717545843  0.536382331  0.2083250196
# 72  0.654579642  0.02433087 -0.3595961250  0.230519551  0.0268249881
# 73 -0.516079854  0.11992140  0.2020241370  0.887663560  0.1270397157
# 74 -0.293381393 -0.34289118  0.0709368992 -0.306101405 -0.0027780671
# 75 -0.002415719 -0.25672690  0.2500485342  0.135796416  0.0322209920
# 76 -0.136041401 -0.31346252  0.2963874677 -0.405973504 -0.4312229111
# 77 -0.139113124  0.33038251 -0.0530889795  0.021060150  0.3961908970
# 78  0.006220393  0.25121668 -0.0823071946  0.294440022 -0.1228161596
# 79 -0.043948056  0.08823073 -0.3130460355 -0.106853543  0.6108270322
# 80  0.222329788  0.11782115  0.3907142960 -0.172162331  0.0004273079
# 81  0.265494536 -0.12737262 -0.2875844764 -0.516936855 -0.4117501596
# 82  0.120318729  0.93460446 -0.2229013574 -0.567880324  0.0995247297
# 83  0.294654973 -0.02032418  0.0993535463  0.002352272  0.2702344302
# 84 -0.059841651  0.02873301  0.0349633019  0.316796319 -0.1912068052
# 85  0.162241340  0.04596829 -0.2192450319  0.234654777 -0.2606588522
# 86 -0.109283461  0.49135399  0.2812694417 -0.021587760 -0.5763558415
# 87 -0.516111252 -0.09061615 -0.0675986843 -0.181940602  0.1160272325
# 88 -0.066587835 -0.22382561 -0.1899194860  0.008537168 -0.1675554792
# 89  0.087316156 -0.18821724 -0.0036311664  0.200977792 -0.1588497217
# 90  0.242078532 -0.39891412  0.4002691606  0.272637747  0.4593990545
#           [,66]         [,67]        [,68]         [,69]        [,70]
# 1  -0.170990456  0.1622525904 -0.068699300  0.2429034718 -0.229361439
# 2   0.267500594  0.2421720530  0.472952444 -0.2709174762  0.018040675
# 3  -0.294016592 -0.1295189626  0.207798198  0.1880959212  0.085747987
# 4   0.185267708 -0.1796514193  0.135415530 -0.0981432900  0.018911268
# 5  -0.401739251  0.2250648943 -0.009212683  0.2217471027 -0.092995752
# 6   0.197203185 -0.2778989432  0.124508168 -0.0310748708  0.124315694
# 7   0.420281158  0.1293414651  0.165941028 -0.0151029054  0.031698321
# 8  -0.238215466 -0.2793527068  0.088567335 -0.0649210562  0.133477955
# 9  -0.215072347  0.0113168360 -0.055078825 -0.4207423810 -0.260412852
# 10 -0.073837999  0.1812073075 -0.048636846  0.2790772345 -0.233530834
# 11  0.085855860 -0.0244989501  0.060995915 -0.1758883229  0.218877729
# 12  0.019755352 -0.3214991590  0.365483931 -0.0064543052 -0.204179275
# 13 -0.225969634 -0.2368194537 -0.539206671  0.0587186633  0.253888839
# 14  0.222639491 -0.1241436202  0.244899356  0.1133350569  0.056762289
# 15 -0.238968323 -0.0052729560 -0.336363241  0.0299746140 -0.092764218
# 16 -0.289076934 -0.0395195168  0.042924298  0.1288666130 -0.013773443
# 17  0.051697444 -0.0949670558 -0.014012276  0.2775085435 -0.058940343
# 18  0.026024453 -0.1694891077 -0.336513452 -0.3786907039  0.037270090
# 19 -0.074579657  0.2395021308 -0.013205184 -0.0085084638 -0.061995363
# 20  0.044840363 -0.2149833897  0.272971677 -0.1368409572  0.062646762
# 21 -0.116853900  0.0957313612  0.263718661  0.1252016437  0.223254123
# 22  0.027583929  0.1235623122  0.059861177  0.0726148903 -0.201709760
# 23  0.029617772  0.0791049590  0.074352519  0.0521823019  0.014645994
# 24 -0.325649352  0.2196746897  0.072983820 -0.0831753392 -0.014055096
# 25  0.273677140  0.4862973335 -0.643755254  0.0013339587  0.037857338
# 26 -0.099753659  0.1787457787  0.139598950 -0.3051802524  0.036534735
# 27  0.627889054  0.1496240370 -0.089625429  0.0534990050 -0.041786771
# 28  0.162416929 -0.3606780888  0.068982045  0.3130023718  0.087641151
# 29 -0.183718216  0.0806107023 -0.154184803  0.0055353694 -0.285698165
# 30  0.022673247 -0.0523956671 -0.056993752 -0.0973781427 -0.136329698
# 31  0.645304964  0.0013155541 -0.230312509  0.1740767028 -0.136347059
# 32 -0.187398464  0.0704848025 -0.053066325  0.1785130171  0.117990868
# 33  0.036608869 -0.1737133979 -0.150353693  0.1015044445  0.020097121
# 34 -0.037250472  0.2354238277  0.191585643  0.0674736834  0.151728163
# 35  0.117185623 -0.0108940978  0.248679714 -0.0863995191 -0.037285644
# 36 -0.110247765  0.2495075943  0.269242676 -0.2120721431 -0.134839491
# 37  0.365690646 -0.1651496245 -0.046459972  0.2721014811 -0.339104196
# 38  0.240048337  0.1235954721 -0.070974479 -0.0408374662 -0.031380823
# 39 -0.361063757 -0.0003259563  0.128621291 -0.0584266476  0.009791947
# 40 -0.297070955 -0.2533338364  0.000177643  0.0031165298 -0.049693499
# 41  0.273922171  0.0801420035  0.053193315 -0.0841149927  0.126724503
# 42 -0.329409167 -0.1106868759  0.010147721 -0.1188609785  0.199294913
# 43 -0.059206983 -0.0273025036 -0.030398731 -0.0732061511 -0.098777237
# 44  0.211458221  0.0323954532 -0.212119406  0.0163265364 -0.066032509
# 45  0.096897586 -0.0123188377 -0.321381243  0.0007958587  0.036516263
# 46 -0.624667108  0.0577016746 -0.240722652  0.2493719931 -0.100306659
# 47 -0.040503772 -0.0031072968  0.016076407  0.0070954487 -0.157594037
# 48  0.061069328 -0.2516429643  0.203732786 -0.0558386409  0.013017315
# 49 -0.030841484  0.0078786300  0.228770000 -0.0902595466 -0.073643919
# 50  0.199547967  0.4094307384  0.141797032 -0.2536160102  0.237851415
# 51 -0.068185789  0.0394141075 -0.257154788 -0.0079402973  0.021543826
# 52 -0.030689046  0.1881773075  0.165435814  0.1463228006  0.111047556
# 53  0.179630944 -0.0371340731 -0.057391026 -0.0383669367  0.015954954
# 54 -0.274726806  0.3657657244  0.124424285  0.0916486137  0.186598443
# 55 -0.053799599 -0.1256964470  0.049352868 -0.1194610076  0.070589489
# 56  0.044982477 -0.0204046816  0.239866985 -0.4890413866 -0.178178510
# 57 -0.510850966 -0.1093896255  0.052903053 -0.3002199135  0.039141139
# 58 -0.009998544 -0.1730227216  0.086224240 -0.0144403499 -0.039132935
# 59 -0.001038475 -0.0976993667 -0.084737316 -0.1806220038 -0.081546244
# 60  0.095138625  0.1342464687 -0.146693229 -0.2116249547 -0.079880425
# 61 -0.123511765  0.2004959028  0.434989022  0.0131575644 -0.253904807
# 62 -0.322260702 -0.2908171210 -0.118235320 -0.2055428108 -0.078935181
# 63 -0.168527311  0.2146603810  0.053732480  0.0264818967 -0.030991295
# 64 -0.317971646  0.0602310368 -0.342321944 -0.1002379730  0.055494216
# 65  0.041822318 -0.0465213595 -0.078382858  0.1320041619 -0.002792262
# 66  0.386478007  0.1961700817  0.113662712  0.0353075246 -0.246098787
# 67  0.076276179  0.2882662029 -0.210375759  0.0214937014  0.103516441
# 68  0.025200128  0.1717726063 -0.173559217  0.1485546402  0.121502310
# 69  0.153110748 -0.0568283773 -0.040181725  0.1300136684  0.332789725
# 70  0.466930692 -0.3490017539  0.014309460  0.1492971726 -0.075575226
# 71  0.101900441  0.1102930408  0.080393751  0.2190836058  0.378944790
# 72  0.378547640  0.0467179540  0.122511512 -0.0871773662  0.071347002
# 73 -0.283306346 -0.2099287703 -0.145320293 -0.1876459438 -0.132709424
# 74 -0.247120873  0.3339707062 -0.125204129 -0.1540101436  0.189050537
# 75 -0.353684268 -0.5907239563  0.051025907  0.2042537635 -0.005051262
# 76  0.029694964  0.0170743200  0.309412371  0.2525468601  0.068819267
# 77  0.094765858  0.1034220511  0.023270637  0.1243393527  0.034688712
# 78  0.301309705  0.0027211601  0.217131298  0.0124842313 -0.041505237
# 79 -0.002030636 -0.0809864423 -0.094451903  0.0428827327 -0.050566622
# 80  0.372014641 -0.3804324722 -0.239903820 -0.1921822484  0.038724894
# 81 -0.122856718 -0.0816040072 -0.260211451 -0.0479226333  0.069414519
# 82 -0.162153096 -0.0928052146 -0.186139287 -0.0179877291  0.118645818
# 83 -0.377447757  0.0620548621  0.183239213  0.1318200179 -0.169216935
# 84 -0.230845750 -0.1428631593  0.163144693  0.1889282183  0.233451091
# 85  0.067676273  0.2176862231  0.009790806  0.1459159011 -0.075055343
# 86  0.069517488 -0.0009125069  0.167957154  0.0945335893  0.010531625
# 87  0.173015219  0.0367658713 -0.076225455  0.0428964924  0.269950923
# 88  0.134652674  0.1850380256 -0.157751923  0.0951564719 -0.155588919
# 89  0.274203105 -0.2049648726  0.072762863 -0.2207291838  0.138359060
# 90  0.307582287 -0.2361269183 -0.574002236  0.0587080062 -0.185422297
# 
# $loadings
#                [,1]         [,2]         [,3]         [,4]         [,5]
#  [1,] -0.1855386872  0.057425939 -0.001321902  0.077227062 -0.084990648
#  [2,] -0.2064184973 -0.016210888  0.013364379 -0.145598652 -0.042550194
#  [3,] -0.1965010495 -0.094360838  0.090950411 -0.001645304 -0.047712607
#  [4,] -0.2032153123 -0.051244300  0.025177428 -0.065216654  0.048365364
#  [5,] -0.1934930014  0.048146972  0.026488351  0.096805409 -0.016943524
#  [6,] -0.2639553553 -0.008131900  0.140526483  0.044804249 -0.043579450
#  [7,] -0.2036712626  0.018909533  0.067576885  0.065973393 -0.045315192
#  [8,] -0.2089024310 -0.046245226  0.001058087 -0.029934813  0.138076891
#  [9,] -0.2474757522  0.133650263  0.085677507 -0.039665335 -0.108080919
# [10,] -0.1995937015 -0.091926670 -0.026553458 -0.056571142  0.037173469
# [11,] -0.2031509990 -0.026021622 -0.050450780  0.073051520  0.048125670
# [12,] -0.2433512581 -0.052117521 -0.027872511 -0.139319193 -0.032694178
# [13,] -0.2248609684 -0.019695481 -0.057034945  0.008225889 -0.054967446
# [14,] -0.1725065836 -0.063961663 -0.038524516 -0.004530524  0.014060458
# [15,] -0.2161547912 -0.023557086 -0.031351730  0.125624161  0.111079471
# [16,] -0.1958912526 -0.034108880 -0.023227870  0.027050603 -0.042173723
# [17,] -0.2157993800  0.017172345 -0.029894454  0.001075333 -0.118227074
# [18,] -0.2462100090  0.067859183  0.044844778  0.015889323  0.039939449
# [19,] -0.1765508265 -0.057026305  0.062515628  0.038792552  0.013519343
# [20,] -0.2632475163  0.101210992 -0.002529210 -0.042391017  0.096863655
# [21,] -0.0518297722 -0.002271975  0.086260550 -0.274318907 -0.057843236
# [22,]  0.0535352662 -0.001491156 -0.068413657  0.034906598 -0.012975129
# [23,] -0.0475660491  0.030574196 -0.134797471 -0.316933665  0.061934688
# [24,] -0.0507121290  0.158991760  0.110486973 -0.290062203 -0.058815396
# [25,] -0.0215440021 -0.000671537  0.041443793  0.014382964  0.026262956
# [26,] -0.0284817422  0.178417994  0.009135466 -0.024441069  0.026313415
# [27,]  0.0112245099  0.079433154 -0.116455733  0.026568210 -0.185909470
# [28,] -0.0362786068  0.087171968 -0.144090333  0.239432120 -0.102716128
# [29,] -0.0202026112 -0.146372752  0.004486048  0.005563113  0.176755526
# [30,] -0.0178880643  0.013251590 -0.262391513 -0.072343386 -0.039485698
# [31,]  0.0134640024 -0.114471504  0.120866979  0.124515828  0.014784065
# [32,] -0.0843407211 -0.014902602 -0.223126921  0.047201496 -0.020055704
# [33,]  0.0152326014  0.161826721  0.115813247 -0.189777591  0.087211456
# [34,]  0.0015080299 -0.066139355  0.182828747  0.202685397 -0.086327505
# [35,]  0.0731099031 -0.111318528 -0.221284882 -0.002087466 -0.101580641
# [36,] -0.0170889964  0.180630077 -0.296212610 -0.064791555 -0.028863235
# [37,]  0.0004898974  0.198782081 -0.002045193  0.303268718 -0.004564199
# [38,]  0.0835263842 -0.002453230  0.059176625 -0.110978002  0.015567626
# [39,]  0.0828276513 -0.197670128  0.017460726  0.015893151  0.028023611
# [40,]  0.0030008474  0.148008121 -0.167747909  0.049535349 -0.237156958
# [41,] -0.0066603006 -0.040542261  0.199562010 -0.110327049  0.031550233
# [42,]  0.0108061881  0.093601876 -0.138928196  0.129362629  0.031942968
# [43,]  0.0062947631 -0.114373687 -0.158311322  0.026980195  0.065059883
# [44,]  0.0119772481 -0.117436396  0.131651446  0.156824909  0.043208183
# [45,]  0.0161286489 -0.325664419 -0.254576218 -0.222871283  0.053250780
# [46,] -0.0182329452 -0.018970897 -0.057745529  0.102026255  0.216561211
# [47,]  0.0782526876  0.024157270  0.275389263 -0.217567797 -0.015515674
# [48,] -0.0068753024  0.318592746 -0.264524230  0.026147632  0.348665474
# [49,]  0.0316900106  0.040354332  0.069936433  0.041129495 -0.290226091
# [50,] -0.0125436347  0.111424124 -0.085632504 -0.074592085 -0.257029997
# [51,]  0.0388732523  0.018726898  0.086274322  0.027788991  0.072117717
# [52,] -0.0390411250 -0.176098977 -0.155978572 -0.132551301  0.087059947
# [53,]  0.0455621714  0.104206086  0.051083173  0.091122659  0.192490952
# [54,] -0.0268710245  0.048821496 -0.131490990  0.005377729 -0.160533192
# [55,] -0.0001428564  0.049227073 -0.128353352 -0.118192775 -0.321781262
# [56,] -0.0165917937  0.042764543 -0.012243670  0.079279741 -0.081153747
# [57,] -0.0039833060  0.060096788  0.162682367 -0.041046565 -0.133094221
# [58,]  0.0078412636 -0.148921351  0.005295982  0.107567917 -0.110059941
# [59,]  0.0318195942 -0.145992664  0.114439154 -0.126868286 -0.036050759
# [60,]  0.0340760889  0.160411976  0.050749848  0.106120139 -0.025042595
# [61,]  0.0480930052  0.052096239  0.008016179 -0.030737279  0.004771857
# [62,] -0.0622928309 -0.206443395 -0.166010966  0.054975636  0.015311953
# [63,] -0.0446762099 -0.263711922  0.077716811  0.099262606  0.012559820
# [64,] -0.0105236410  0.141603785  0.087275320 -0.038664050 -0.096622173
# [65,]  0.0735946013  0.115302366 -0.031466380 -0.233732599  0.059936477
# [66,] -0.0118836389  0.246282475  0.067872415  0.040969412  0.227429797
# [67,] -0.0312459275  0.022500773 -0.133905450 -0.089813495 -0.017830190
# [68,]  0.0073595954 -0.186991575 -0.088050699 -0.013885495  0.095161609
# [69,] -0.0118763631 -0.033972159 -0.051664153  0.149739008  0.085872052
# [70,] -0.0606111531  0.125460569  0.025901215 -0.108001530  0.317234158
#               [,6]         [,7]         [,8]         [,9]        [,10]
#  [1,]  0.049240595 -0.015010431  0.039869898 -0.132789689  0.047803222
#  [2,]  0.014803793  0.073258710 -0.042136905 -0.070626898 -0.064366942
#  [3,]  0.022839224 -0.005843337  0.011284116  0.093072084  0.062320386
#  [4,] -0.011831011 -0.085152628  0.145446695  0.022276233  0.012183068
#  [5,]  0.002434020  0.099806044  0.032044941 -0.048773990  0.055673211
#  [6,] -0.016069442 -0.032515576 -0.014714337  0.076047937  0.092382759
#  [7,] -0.103086893 -0.090040593 -0.164046011 -0.101170827  0.031347747
#  [8,]  0.100945078  0.007089915  0.108468181 -0.087311340 -0.101627858
#  [9,] -0.080764618 -0.047717395 -0.104143061  0.006690233 -0.114418365
# [10,] -0.064262788  0.009867489  0.017572581 -0.061643073 -0.021855087
# [11,] -0.016386644 -0.009514561 -0.038461169  0.084133578  0.158018015
# [12,]  0.083291342 -0.042921707  0.068342042  0.030464836 -0.006341546
# [13,]  0.131031827 -0.019472270  0.033690497  0.010400460 -0.167215445
# [14,] -0.045184459 -0.107925903  0.116281116 -0.084071411  0.041629242
# [15,] -0.059374172 -0.095472509 -0.021079366  0.053540016 -0.057573529
# [16,] -0.047879555 -0.073962092  0.025390522  0.081799453  0.047334325
# [17,]  0.100404010  0.032821742 -0.065856104  0.079992956  0.051324958
# [18,]  0.114578303 -0.007075073  0.022491973 -0.005752503 -0.094000127
# [19,] -0.001827740  0.156629673  0.005363666  0.053885137  0.093530449
# [20,] -0.020213414  0.065693853 -0.045022009 -0.143063566 -0.093359231
# [21,]  0.031665320 -0.109310005 -0.057839481  0.283415346  0.207336135
# [22,] -0.009588677 -0.096380131 -0.027088424 -0.328343751  0.054936024
# [23,]  0.049546987  0.021539771 -0.128351118  0.011506056 -0.212980299
# [24,] -0.123257938  0.156668140 -0.144233190  0.142425388 -0.009087616
# [25,]  0.036600763 -0.038740687  0.128195768 -0.084988871  0.239261045
# [26,] -0.183636777  0.020996232 -0.043775764  0.154264967  0.026118347
# [27,]  0.121407167 -0.140298014 -0.134006149 -0.022644856  0.133688361
# [28,]  0.180864754  0.158358220 -0.112484758  0.164526871  0.039636139
# [29,]  0.111660209  0.161744476  0.187291522 -0.009964117 -0.030403046
# [30,] -0.059155139 -0.170365120  0.274498033 -0.004006919 -0.229273161
# [31,]  0.013424747 -0.212435762 -0.171724903  0.026944306  0.003341931
# [32,] -0.133775453  0.022545395  0.048793676  0.005934134  0.062566626
# [33,] -0.084224064  0.151756397 -0.049547412  0.034100166  0.152320528
# [34,]  0.144531992 -0.282657981 -0.031297104  0.186181261  0.081561178
# [35,]  0.080387256  0.113506257  0.001779703 -0.107614266  0.116029353
# [36,]  0.179683498  0.062543273 -0.084351991 -0.051118649  0.090557540
# [37,] -0.110830054  0.154460950  0.334560885  0.058344683 -0.240952003
# [38,]  0.013146304  0.024786874  0.290999389  0.024951928  0.046370430
# [39,]  0.023662367  0.039731111 -0.309502157  0.128682922 -0.033721852
# [40,]  0.006164214  0.186634930 -0.152018095 -0.021587379 -0.058221059
# [41,]  0.241352644 -0.014427681  0.084297545 -0.231065331  0.012094161
# [42,] -0.241155817 -0.003160500 -0.076933787  0.071557808  0.245719145
# [43,]  0.030291282 -0.128340467  0.026902797  0.024055715 -0.106658217
# [44,]  0.002371882 -0.047407242  0.008160720  0.171299313  0.012241338
# [45,]  0.087157747  0.111562959  0.040446142 -0.002667021  0.082703995
# [46,] -0.182843399  0.172821308 -0.161065014  0.005451945 -0.241873830
# [47,] -0.001917591  0.122055148 -0.035778312 -0.216758129 -0.061148361
# [48,]  0.147324929 -0.182822032 -0.104397974  0.057543135 -0.154208383
# [49,] -0.079487766  0.131977983  0.137593287  0.055589694 -0.117754900
# [50,] -0.137855098 -0.065170273  0.041697155 -0.295103704  0.058134628
# [51,]  0.059576770  0.265831021  0.091332053  0.134826173 -0.095373343
# [52,] -0.121308640  0.006483248  0.138101647  0.264153688  0.079181292
# [53,]  0.277566858  0.055627957 -0.096945825  0.144512428  0.068993576
# [54,]  0.007719678  0.106328331  0.089494896  0.009319824  0.254297717
# [55,]  0.007081769  0.074341294  0.124023551  0.137492919 -0.037882631
# [56,] -0.022892490  0.098048851 -0.159772877 -0.014068682  0.077286460
# [57,]  0.019025678  0.014948367 -0.107772847 -0.136898905 -0.079250573
# [58,] -0.244304584 -0.036160124  0.080707595  0.044961202 -0.023377427
# [59,] -0.015743570  0.049606389 -0.039392580  0.084691171 -0.248543525
# [60,] -0.025067884 -0.143565443 -0.006395359 -0.149766267  0.064619037
# [61,]  0.197897354 -0.155477394 -0.106121842 -0.122101034 -0.075447253
# [62,]  0.190985982  0.307226999 -0.168468212 -0.046818101  0.086669104
# [63,]  0.123830129  0.080665834 -0.018121778 -0.171415484  0.067412773
# [64,]  0.104705567  0.048682316  0.046332433  0.160900376 -0.008949299
# [65,]  0.100845335 -0.265934145  0.174252291  0.122443977  0.182179481
# [66,]  0.022302725  0.117274275  0.112593370  0.029735001  0.111662567
# [67,]  0.022267713 -0.190307580 -0.136879124  0.020227820 -0.135409065
# [68,] -0.406549186 -0.109038396 -0.175356636 -0.048926842 -0.004111045
# [69,]  0.066224831  0.016312969  0.149272532 -0.143293465  0.113907633
# [70,] -0.221356488  0.127674400 -0.013473752 -0.160583731  0.281766702
#               [,11]        [,12]        [,13]         [,14]        [,15]
#  [1,] -3.784849e-03  0.070656728 -0.069636383  0.0042692948 -0.121341459
#  [2,] -3.351702e-02  0.025315669  0.120558703  0.0425853347 -0.069743422
#  [3,]  1.111079e-01  0.045340077  0.010438102 -0.0016413238  0.035822103
#  [4,]  7.619862e-03  0.005118700  0.011469662  0.0610624504  0.062483321
#  [5,]  6.893603e-02  0.017422271  0.017276362 -0.0240213889  0.097684056
#  [6,] -9.024074e-05  0.046216677  0.248251876 -0.0260624984 -0.028419242
#  [7,]  3.342371e-02  0.005807871 -0.161495413  0.0647853808 -0.121311972
#  [8,] -1.152950e-01 -0.052579841  0.042862574 -0.0350796576  0.018724644
#  [9,]  1.900779e-01  0.009663842 -0.061092746  0.0286008188 -0.067579829
# [10,] -4.803408e-02  0.032766134  0.008483906 -0.0591637681  0.111804537
# [11,] -6.335528e-02 -0.024643775  0.064685991  0.0572829579  0.116974735
# [12,]  7.804170e-02  0.011294253 -0.019311284  0.1319411704  0.068377916
# [13,]  4.417032e-02  0.011630229 -0.079821530 -0.0449939286 -0.079657744
# [14,] -8.610872e-02 -0.015966493 -0.052061055  0.0729958040  0.135480342
# [15,] -5.133053e-02 -0.026435868  0.015565354 -0.0726731861 -0.074872205
# [16,]  1.968329e-02  0.108211735 -0.101573098  0.0415784955  0.010333730
# [17,]  2.742280e-02  0.060880760 -0.077197407 -0.1919690742 -0.063343031
# [18,]  1.739405e-02 -0.106326395  0.139992039 -0.1474062093  0.038100274
# [19,] -7.401945e-04  0.166309128 -0.086512638  0.0504955919 -0.114857474
# [20,] -9.537916e-02 -0.081744079  0.065003510 -0.0544505298  0.004850746
# [21,]  1.029485e-01  0.031607596 -0.209128956 -0.0436719677 -0.086700551
# [22,] -2.529745e-02  0.209437467 -0.263786804 -0.1574668615 -0.162332878
# [23,] -7.946989e-02  0.050146167  0.001660131  0.1643264049 -0.199518886
# [24,]  1.202935e-01  0.098650116 -0.100750982  0.0824379004  0.036890818
# [25,] -2.897104e-02  0.323070448  0.048049725 -0.0434839344  0.179082275
# [26,] -7.032339e-02 -0.244391518 -0.205379538 -0.1623474140 -0.109521273
# [27,] -7.048178e-02  0.115430724  0.146069639  0.0144787916 -0.224852720
# [28,] -8.661374e-02 -0.006482661  0.101725079  0.1353914025 -0.031229750
# [29,]  6.378862e-02 -0.068721973 -0.044276743 -0.0010374120  0.126028803
# [30,] -4.353199e-02  0.050213829 -0.223656087 -0.0137250246  0.153893376
# [31,] -3.215842e-01 -0.123075332 -0.281509662  0.1836389028 -0.116327683
# [32,] -1.180017e-02 -0.027658581  0.180626245  0.1288322835 -0.016017645
# [33,] -1.699900e-01 -0.076485056  0.007749313 -0.3281550600  0.140117186
# [34,]  4.068195e-02  0.049741177 -0.075517731  0.0788596455  0.051416318
# [35,]  1.072332e-01  0.183487398 -0.055922944 -0.1517104347 -0.230806135
# [36,]  1.611192e-02 -0.098489606  0.004199670 -0.0078492025 -0.034179221
# [37,] -1.051077e-01  0.148096495 -0.049274657  0.1322701352 -0.203556375
# [38,] -1.399975e-01 -0.076150915 -0.061574902 -0.0002096268 -0.141125933
# [39,] -1.285757e-01  0.120637554 -0.012053614  0.0359783982  0.286735447
# [40,]  1.651960e-01  0.026120110 -0.003687022  0.1737755657  0.213116848
# [41,] -7.636572e-02 -0.111461497  0.008028101  0.0524550229 -0.092263980
# [42,]  4.598336e-02 -0.163073188  0.184514951  0.2028494960  0.089674583
# [43,]  2.133233e-01  0.027508364  0.052123987  0.0416160417 -0.222111412
# [44,] -1.294176e-01  0.232588430  0.224533338 -0.2959478009  0.022768591
# [45,]  3.947301e-02 -0.080827983  0.089112164  0.0203612751  0.063359954
# [46,] -1.307329e-01  0.043521810  0.145192286 -0.0791286548 -0.153104457
# [47,] -5.326319e-02  0.185191725  0.203530845  0.1626269215 -0.094135439
# [48,] -7.095423e-02  0.212091544 -0.099685537 -0.1952912047  0.157533649
# [49,] -4.121327e-02  0.085783238 -0.106434220 -0.1455944652  0.105430855
# [50,] -2.095784e-01 -0.050604922  0.051391511  0.0263992028  0.108406235
# [51,]  4.113718e-01 -0.072085345 -0.208715471  0.0013643288  0.003879978
# [52,] -2.187540e-01  0.086769433 -0.161702881  0.1621037037  0.056805390
# [53,] -4.319669e-02 -0.098714783 -0.073197014 -0.1073920345 -0.129270449
# [54,] -2.298527e-01  0.121075276 -0.133879348 -0.0129353503 -0.059187032
# [55,] -1.227919e-01 -0.102407971  0.014432456 -0.1456667365  0.035627993
# [56,]  5.747339e-02 -0.066740823 -0.073533808  0.0377692236 -0.096233257
# [57,] -9.001495e-02 -0.206453313 -0.085433999 -0.1641650943  0.153382798
# [58,]  1.229726e-01  0.006122455 -0.038201772 -0.2132118231  0.044332639
# [59,] -6.928329e-02  0.185056940 -0.041611009  0.0845703778  0.065690895
# [60,]  1.068769e-01  0.056382128 -0.075086096  0.0098445474  0.196846927
# [61,]  1.222859e-01  0.226773083 -0.096569698  0.1756595606  0.199877233
# [62,] -1.046196e-01  0.076472245 -0.133683521 -0.0826758840  0.046404540
# [63,] -9.473487e-02 -0.215558063 -0.179470496  0.0355054857 -0.011574468
# [64,] -1.838026e-01 -0.058331800 -0.087339669  0.1750002464 -0.087291410
# [65,]  9.863546e-02 -0.032204064  0.199160259 -0.0599979290 -0.157084103
# [66,] -1.421504e-01  0.015559987 -0.045208351  0.3091269610  0.114011432
# [67,] -3.194051e-02 -0.245468186 -0.035111909 -0.0393918838  0.115058019
# [68,]  4.516212e-02 -0.026274713 -0.056895711  0.0386004218 -0.140043370
# [69,]  1.931226e-01 -0.244383213 -0.062481978  0.0393574023  0.040289859
# [70,]  9.347786e-02  0.133634963 -0.181727511 -0.0230537663 -0.025259234
#               [,16]        [,17]        [,18]         [,19]        [,20]
#  [1,]  0.0007384964 -0.014518243  0.029286838 -0.0218147902  0.135808985
#  [2,]  0.0374681269  0.036472856  0.042795462  0.0230928970 -0.085787443
#  [3,]  0.0782902810 -0.056162315  0.001751265  0.0125193533  0.051335318
#  [4,] -0.1162990218 -0.146051288 -0.031632378  0.0455232767 -0.153992310
#  [5,] -0.1514101194  0.079063657  0.037370972 -0.0129059821 -0.053561260
#  [6,] -0.0885226525 -0.035732597 -0.006901907 -0.0788090721 -0.038724199
#  [7,] -0.0558185347 -0.097580697  0.068088870 -0.0378866932  0.090862128
#  [8,]  0.0534586046  0.050385897  0.028363634 -0.0398609529  0.162417127
#  [9,] -0.1300873954 -0.076910069  0.011279875  0.1667317538 -0.062310156
# [10,]  0.0368979406 -0.028978621 -0.025815030  0.0324544619 -0.073754210
# [11,] -0.0322179165  0.118697780 -0.033388786 -0.1248099477  0.147667310
# [12,] -0.1473029801  0.065095996 -0.056563559 -0.1037243966  0.004021926
# [13,] -0.0317371509  0.127147891 -0.095675398  0.1123410162  0.022924114
# [14,] -0.0727501425 -0.030428177  0.046227965  0.0016142718  0.168723641
# [15,]  0.1550764514  0.095087860  0.132454938 -0.0339048638 -0.030787942
# [16,] -0.0482224302 -0.078170452 -0.027885149  0.0412836226  0.056011592
# [17,]  0.0042724809 -0.000100842 -0.075323092 -0.0932124333 -0.077077941
# [18,]  0.2097118618 -0.083432895 -0.115161327  0.0808676887 -0.170546835
# [19,]  0.0796199332  0.045636400  0.134746388  0.0446730820  0.014208164
# [20,] -0.0030583098 -0.074185698  0.102532764 -0.2253436526 -0.056542010
# [21,]  0.1014428355 -0.002996036 -0.052342851  0.0007461477  0.211861096
# [22,]  0.0970380923  0.088264303 -0.049918159 -0.0259637481  0.140772545
# [23,] -0.0280485327 -0.052459837 -0.317428522  0.0655712615  0.094274418
# [24,] -0.0134977322  0.046758708  0.213733662 -0.0681036235 -0.330628133
# [25,] -0.1165179560 -0.215706753 -0.034454202  0.0252811891  0.146586065
# [26,]  0.0299469070  0.038521082 -0.090287151 -0.0671659299 -0.047033622
# [27,]  0.0201552580 -0.228785059  0.066462751  0.2001281057  0.144709078
# [28,] -0.1020745915 -0.161781475  0.089528151  0.0462601898 -0.068078436
# [29,]  0.0576706528 -0.227135670 -0.001479256  0.0916179331  0.194812954
# [30,] -0.2492649334  0.044085082 -0.165027550  0.0035124547 -0.053939744
# [31,] -0.0632541215 -0.036583317 -0.034803510  0.1003692495 -0.066911429
# [32,] -0.0070088561 -0.161454975 -0.067409120  0.1291543765  0.193750452
# [33,] -0.2290367569 -0.174865747  0.066941303  0.0898876773  0.039600826
# [34,]  0.2056942357 -0.011849950 -0.050215732 -0.0954375697 -0.105293827
# [35,] -0.3313560881  0.072494355 -0.136885769 -0.2545316575 -0.132854314
# [36,]  0.2453925708 -0.210922434 -0.025462663 -0.2051075274 -0.042864080
# [37,] -0.0664242214 -0.160098036  0.201158528 -0.0894932844 -0.113432084
# [38,]  0.0993134999 -0.213388191  0.078261956 -0.1472736114  0.013585123
# [39,]  0.0051792654 -0.024411119  0.041315570 -0.1783043155 -0.123587518
# [40,]  0.1275439049 -0.072386851  0.075914271 -0.0656632687  0.095924551
# [41,]  0.0193922062  0.202884917  0.166829085 -0.1312111806  0.037653197
# [42,] -0.1345378464  0.105472545 -0.156433118  0.0509387896 -0.062719684
# [43,]  0.0085088494  0.074874412  0.324968458  0.2180058791 -0.194545595
# [44,] -0.0084383307  0.060737991 -0.063585542  0.1529802806 -0.005325776
# [45,] -0.1070035539 -0.024151347  0.203204063  0.0160746325 -0.043740050
# [46,] -0.0130838902 -0.033502449 -0.216163261  0.0107642487 -0.034462272
# [47,]  0.0379921938 -0.168483401 -0.062467542 -0.0126985922  0.029086743
# [48,] -0.0073430523  0.029738237  0.078341434  0.0656713830  0.006040819
# [49,]  0.0891977174 -0.046132579  0.107543285  0.1405175120 -0.058212174
# [50,]  0.0673206652  0.066663104  0.018812608  0.1605185589 -0.207239485
# [51,] -0.0356113829 -0.064815871 -0.109219297  0.1468927877  0.119377001
# [52,]  0.0088164248  0.011663404  0.135520243  0.0494012501 -0.074213826
# [53,] -0.1854966730 -0.252639949  0.147549670  0.0307719934  0.013496187
# [54,]  0.0189778926  0.039738207  0.095265431  0.0560342089 -0.076321873
# [55,]  0.1973273629 -0.058942762 -0.086034247  0.1457268533  0.096622386
# [56,] -0.1984011526  0.182461299 -0.043940550  0.2661878668  0.139107921
# [57,] -0.3592411835 -0.015204880  0.202998169  0.0272466116  0.107645838
# [58,]  0.0219720413 -0.191919796 -0.182822539 -0.2836250779 -0.063325146
# [59,]  0.0256050570  0.019341732  0.111746698  0.1769739407  0.091191319
# [60,]  0.0497458950 -0.034317125  0.059361135  0.1081758857 -0.026632294
# [61,] -0.0972509140 -0.250271475 -0.087269174 -0.0730169542 -0.154467052
# [62,]  0.0931911489  0.125333421  0.034687891  0.0185191063 -0.043862488
# [63,] -0.0126809519 -0.267197044 -0.271338546  0.2630180519 -0.357354730
# [64,] -0.0879208844  0.007561992 -0.115750668 -0.2604147075  0.030242884
# [65,] -0.1186594730 -0.019655061  0.015880711  0.0944999352 -0.212531065
# [66,]  0.0098983998  0.127764748 -0.113654262  0.0658827516  0.055063066
# [67,]  0.1367154554 -0.124689668  0.113231461  0.0049342114  0.056094135
# [68,] -0.0430036009 -0.278138676  0.222677347 -0.0981351141  0.138538071
# [69,]  0.0251394088  0.016725007  0.115781476 -0.0356385296 -0.011956419
# [70,]  0.2337437003 -0.029825601 -0.048390629  0.1198329596 -0.154142750
#               [,21]        [,22]         [,23]         [,24]        [,25]
#  [1,] -3.959783e-03  0.085603623 -0.0306040352 -0.0334135134  0.071942590
#  [2,]  1.263324e-01 -0.035012230 -0.0599134696  0.1332081858  0.049074769
#  [3,] -1.893326e-01 -0.007165390  0.0897666602 -0.0229690407  0.116005309
#  [4,] -4.971052e-02  0.182320717 -0.0603215786 -0.0609975954  0.014697239
#  [5,]  6.583253e-02 -0.012218300 -0.0160365574  0.2628340239 -0.038450432
#  [6,] -8.629227e-02 -0.083107479 -0.0059849155  0.0745883609 -0.119047647
#  [7,]  1.096187e-01  0.034832545  0.1300084339  0.2353852725 -0.036861777
#  [8,]  6.735120e-02  0.078847342 -0.0355429970  0.0258760238  0.105382806
#  [9,]  1.671482e-02 -0.012131108  0.1576350364 -0.0008763210  0.152325238
# [10,]  1.165141e-01  0.067021435  0.0857104759 -0.0121251888 -0.038361939
# [11,] -1.653642e-01 -0.078154210 -0.1139757674 -0.0914356897  0.010683951
# [12,] -1.247993e-01 -0.090460824 -0.0539493006 -0.0854238613 -0.020326531
# [13,]  9.295998e-02 -0.085465110 -0.0953763288  0.0320895319 -0.020616350
# [14,]  1.540332e-01 -0.021698551  0.0338178408 -0.0977696823  0.070630968
# [15,] -2.234139e-02  0.038521097 -0.0893160936 -0.1100881905 -0.185517809
# [16,] -2.939747e-02  0.033815914 -0.0767188210  0.0173267413  0.171565936
# [17,] -4.445220e-02 -0.033960690 -0.0311929330  0.1522985186 -0.070275848
# [18,]  3.297357e-02  0.084623593  0.0889308828 -0.0657852668  0.019404355
# [19,] -9.820995e-04  0.093047021  0.0705099626 -0.0714685256 -0.006919209
# [20,]  7.004734e-02 -0.038306476 -0.0460763222 -0.1842407763  0.016564105
# [21,]  6.266982e-03 -0.077114074  0.2115044483 -0.2463175550 -0.064260219
# [22,] -6.496578e-02  0.232988650 -0.0358799918 -0.0787072492 -0.023086946
# [23,] -1.235495e-02 -0.053513569  0.3309839876  0.0527475360  0.077013689
# [24,] -8.137816e-02 -0.029032580 -0.0328314843 -0.1126155091 -0.156074204
# [25,]  1.250727e-01  0.009867528  0.0014912322  0.1047558736 -0.022270310
# [26,]  1.641939e-01 -0.214213451 -0.1078432298  0.1773541482  0.114375191
# [27,] -7.735555e-02 -0.057166739 -0.1526403855 -0.1155056330  0.099665060
# [28,] -2.830983e-02 -0.019193916 -0.1209614578 -0.1525556467  0.031730280
# [29,] -7.265447e-02 -0.047449802 -0.0470483577  0.0821574647  0.278295211
# [30,] -1.927390e-02 -0.044499108 -0.1157137576 -0.1809111768 -0.004983733
# [31,] -5.009945e-02  0.009373632 -0.0803076919  0.0805438723 -0.115481570
# [32,] -9.584676e-02  0.205032298 -0.0412497421  0.0810537594 -0.485364330
# [33,] -2.858797e-01  0.055934396  0.1553047313 -0.1291508620 -0.090128717
# [34,] -7.519158e-02 -0.004155566  0.1229931582 -0.0001585296  0.188963134
# [35,] -1.046636e-01 -0.047290661 -0.0301554359 -0.0761728540  0.073863776
# [36,] -7.005638e-02 -0.104177797  0.0733486442  0.1843378366  0.043446031
# [37,]  9.443095e-02 -0.128415768  0.2050471475 -0.0726810003 -0.027876826
# [38,] -1.049285e-01 -0.203780274 -0.0600222777  0.0467379429 -0.113203318
# [39,]  1.331830e-02  0.228425006  0.0357989923  0.0089564879  0.046223629
# [40,] -8.858240e-02 -0.080938390 -0.1771112761  0.0731828233  0.123451261
# [41,] -1.557113e-01 -0.210541116  0.0920652212  0.2375723397  0.023704415
# [42,]  2.395640e-01 -0.157299739  0.1124243893 -0.0695040047  0.113503809
# [43,] -3.161504e-01  0.059075406  0.0961027675 -0.0746160280  0.016775062
# [44,]  2.376994e-03 -0.357624587  0.0777659128  0.0718587720 -0.079903853
# [45,] -2.367182e-02  0.016585987  0.1385871206  0.1368788108  0.133675496
# [46,] -1.835342e-01  0.170930870  0.0348916083  0.1271531501  0.121407842
# [47,]  1.892074e-01 -0.000835077  0.0813096086 -0.1227680420  0.009776984
# [48,] -9.870352e-05 -0.112607554  0.1356033986  0.0697085942 -0.031670237
# [49,] -2.565173e-02  0.238755690  0.0543192397  0.3113599220  0.012699977
# [50,] -2.773870e-03 -0.051185910  0.0783601936 -0.1506801747  0.203405341
# [51,]  4.513084e-02  0.020380426 -0.0971237961  0.0278341829 -0.028188969
# [52,]  9.789041e-02  0.002821552 -0.0161410113  0.1841634709  0.058357527
# [53,]  2.174288e-01  0.097744919 -0.0369496142 -0.1563168712  0.180401107
# [54,] -3.300144e-02 -0.049064838  0.0948816008  0.0503224764  0.115673506
# [55,]  2.646026e-02 -0.059563349  0.0484490186 -0.0439695970 -0.177400790
# [56,] -1.458934e-02 -0.033392314  0.1530927211  0.1266218166 -0.041532765
# [57,] -7.973025e-02 -0.013304092 -0.0513058351  0.0276315690  0.003538165
# [58,] -9.478276e-02  0.029077911  0.2396876319 -0.0623817006  0.128870331
# [59,]  9.814327e-02 -0.148393297 -0.0679819730 -0.1445554743  0.037852757
# [60,]  3.555054e-02  0.098062062  0.2024127978  0.0211467846  0.085403606
# [61,]  3.889903e-03 -0.202407534  0.0124431407  0.1524157528 -0.289263220
# [62,]  2.573996e-01  0.026496290  0.1942039539 -0.1055527480 -0.145587443
# [63,] -9.465369e-02 -0.111110019 -0.0344098417 -0.0379875707 -0.064003081
# [64,]  6.210147e-02  0.325759666  0.0275197933  0.0141800566 -0.072223113
# [65,]  1.990977e-01  0.258569384 -0.0405283333  0.2048987509  0.038004715
# [66,] -3.694061e-01  0.039344610  0.1812062773  0.0268911571  0.061775107
# [67,] -2.030571e-02  0.055059826 -0.0007319553 -0.0255704762 -0.015723792
# [68,]  6.488486e-03 -0.134262525  0.0634114078  0.0930229221 -0.009575187
# [69,]  1.218514e-01 -0.011610904  0.3330962277 -0.1296599823 -0.242230823
# [70,]  2.526051e-03 -0.036092110 -0.3027281069 -0.0235200741  0.006637427
#              [,26]        [,27]        [,28]        [,29]         [,30]
#  [1,] -0.064238428 -0.009865477 -0.138231953 -0.069605545  0.1193239523
#  [2,]  0.098050670 -0.060477452  0.215090913  0.020754211  0.2804531348
#  [3,]  0.023323809  0.107637804  0.014425664 -0.014513438 -0.0704178908
#  [4,]  0.002621607  0.026603290 -0.049589942 -0.144944435  0.0109986976
#  [5,] -0.066049375  0.007059174 -0.046055432  0.057888409 -0.1979344060
#  [6,]  0.005891805  0.005167610  0.198806811  0.126884892  0.1662648435
#  [7,]  0.067612530 -0.121972563 -0.103360053 -0.078242184 -0.0947487688
#  [8,]  0.060647778  0.175205080 -0.108456199 -0.049124527 -0.0447548854
#  [9,] -0.064922384 -0.174715642 -0.130825977  0.093847167 -0.0228970507
# [10,]  0.041419556  0.042841070  0.097897310  0.042754754  0.0749441630
# [11,] -0.088782285  0.042840830  0.025376895 -0.007447597  0.0200451304
# [12,]  0.006580552  0.109264901 -0.137571148  0.053843719  0.0006367713
# [13,]  0.042171852 -0.128494041  0.030934782 -0.088978680  0.0630723221
# [14,]  0.076555064 -0.136151403  0.079098000 -0.114245428  0.0483364944
# [15,]  0.020463790  0.023147178 -0.006465745 -0.136729393 -0.0157342385
# [16,]  0.120891931  0.148347647  0.064111706  0.183773301 -0.1983920738
# [17,]  0.016553166  0.065595178  0.095483294  0.010610462 -0.1940555068
# [18,] -0.023139245  0.081578155 -0.016365615 -0.037366562  0.0698951465
# [19,]  0.054764718  0.057403560 -0.096470768 -0.044722791 -0.0032283981
# [20,]  0.086835034 -0.122114485  0.104974629 -0.036136559 -0.1817966714
# [21,] -0.192770865 -0.045453919 -0.008995558  0.055978819 -0.1159076637
# [22,]  0.200279997 -0.058747035  0.025563174  0.048189785  0.0446262231
# [23,] -0.045459276 -0.071675024  0.019327665 -0.067227906 -0.1898557527
# [24,]  0.093087180  0.131420979 -0.136958778  0.055610144  0.0434530265
# [25,] -0.113010672 -0.242536871  0.103740867  0.356701699 -0.0698450992
# [26,]  0.127901963 -0.221365407  0.164178893  0.115289142  0.0458598259
# [27,] -0.063913258 -0.103158548 -0.081288564 -0.276362322  0.0404388013
# [28,]  0.125694785 -0.176892165  0.090077474  0.014142341  0.0316383888
# [29,]  0.101656448  0.100091472 -0.120802910  0.169645954  0.1305462724
# [30,] -0.110423740 -0.123547906 -0.123769646  0.095148035  0.0894430442
# [31,]  0.046168795  0.086546396  0.010432507  0.094920286 -0.0779766297
# [32,]  0.079314783 -0.022395173 -0.094081458 -0.128536141  0.0040615389
# [33,] -0.116700686 -0.069214249  0.076234188 -0.103809616  0.1342627565
# [34,] -0.091973647  0.053896628  0.030548912 -0.057756556  0.0708780467
# [35,]  0.088466318  0.179966263  0.087314978  0.021476583  0.0273879555
# [36,] -0.030873165 -0.086957592 -0.200944799  0.073228353  0.2408556727
# [37,] -0.357671953  0.105775764 -0.029362765 -0.075302024 -0.0815694506
# [38,]  0.190382240  0.032126916  0.089735163 -0.048587340 -0.2027995534
# [39,]  0.018849510 -0.285860326 -0.143039986 -0.105187970 -0.1522505432
# [40,] -0.061061022  0.082983139 -0.092521854  0.073333923 -0.0053403763
# [41,] -0.029258948 -0.097354369 -0.121415056 -0.151111562  0.0484271655
# [42,]  0.274240103  0.065734005 -0.181715056 -0.039983704 -0.0731435359
# [43,]  0.225872002 -0.220666618  0.071777516  0.231756403  0.0349669971
# [44,]  0.059553464 -0.097293531 -0.090163556 -0.009265354  0.1064744709
# [45,] -0.149452247  0.020259564  0.147614096 -0.096794923 -0.1707336995
# [46,] -0.168859498  0.065525621  0.094200926  0.166685148  0.0569290871
# [47,]  0.169003470  0.026259281 -0.142439055  0.050288867  0.0628629728
# [48,]  0.191646979  0.138565307 -0.161851277 -0.089609367 -0.0245534990
# [49,]  0.090867881 -0.107842341 -0.102237355  0.025613321 -0.1634650065
# [50,] -0.036954209 -0.094072901  0.241657034 -0.137720912 -0.0846646909
# [51,]  0.129452666 -0.133755995  0.266777689 -0.374944506  0.0587755141
# [52,] -0.071690989 -0.029020640 -0.014949091 -0.185334077  0.2683080500
# [53,]  0.054434467  0.052289892  0.039113178  0.047114564 -0.0830132540
# [54,]  0.084699004  0.009275591 -0.019271479  0.019422111  0.1305013916
# [55,]  0.156516806  0.217924945  0.011999108  0.129135611 -0.1184260600
# [56,] -0.183636000  0.120376499 -0.039607214 -0.002052345  0.1885673255
# [57,]  0.079311710  0.096317460 -0.180951318 -0.041642250  0.0586219252
# [58,]  0.196381097 -0.086615402 -0.157268085 -0.200786457  0.1797519552
# [59,]  0.137149695  0.033181656 -0.015911459  0.132232351  0.1882869596
# [60,]  0.025941761  0.360481365  0.298514202 -0.082527801  0.1245672094
# [61,]  0.017408703  0.019927533  0.212311229 -0.091514801  0.0573742360
# [62,]  0.019672557  0.081061453  0.061720093 -0.019379399  0.0175472136
# [63,] -0.011686350  0.069819432 -0.164828183  0.026842929 -0.0082362007
# [64,]  0.032310216  0.016960094  0.070533843  0.102529151  0.3039963462
# [65,]  0.053458019  0.098354826 -0.110397066 -0.013630149  0.0152205772
# [66,]  0.254585648 -0.084763080  0.115958670  0.020076238 -0.0722785526
# [67,] -0.159154377 -0.013635149  0.124342855  0.143361053  0.0966453650
# [68,]  0.089839767  0.187812035  0.090297982  0.022102728  0.0556940400
# [69,] -0.008245196 -0.177711308 -0.079142803  0.260740655  0.0907738378
# [70,] -0.210007754 -0.039483398 -0.105980102 -0.003606749  0.0163443603
#               [,31]        [,32]        [,33]        [,34]        [,35]
#  [1,]  5.977440e-03 -0.088276793  0.111407420  0.031307038 -0.099441162
#  [2,]  1.796483e-01 -0.132310525 -0.163746463 -0.004458981  0.036623434
#  [3,] -1.297213e-01  0.011440203 -0.105396641  0.083891490  0.132765987
#  [4,] -1.512590e-01  0.013259506 -0.064204510 -0.075462683  0.073308833
#  [5,]  2.793691e-02 -0.147808668  0.002294466 -0.055308017 -0.057615265
#  [6,]  2.161688e-01  0.243459411  0.135528715  0.025057062  0.246549687
#  [7,]  4.453259e-02  0.028325891 -0.078971312  0.068944352  0.025740934
#  [8,]  1.450570e-01  0.048262577  0.051005195  0.090032111  0.059183130
#  [9,] -4.615833e-02 -0.075925760  0.140318914  0.176914878 -0.046811594
# [10,] -8.442977e-02  0.122243101  0.082188596  0.304723505 -0.143132179
# [11,] -5.545020e-02  0.057487472 -0.031845046  0.092976153  0.016825869
# [12,] -2.125053e-01 -0.046054510 -0.015182982  0.051036285  0.007826626
# [13,] -1.310647e-01 -0.018351258 -0.189639754 -0.093984837  0.185976371
# [14,] -6.103871e-02 -0.227185934  0.152746053 -0.002220305  0.087262618
# [15,] -1.616871e-01 -0.018894718 -0.080225054  0.228716470 -0.079758806
# [16,]  1.621385e-01 -0.199810655  0.113642937 -0.016721361  0.023257763
# [17,] -6.769078e-02 -0.014351817 -0.211159918 -0.062723422  0.027425145
# [18,] -1.185197e-01  0.108864577 -0.026642123 -0.258069861 -0.116326199
# [19,]  1.177901e-01  0.275729770  0.092377370 -0.200697629 -0.012009391
# [20,]  2.298335e-01 -0.023944301  0.006937719 -0.176958834 -0.151599122
# [21,]  1.847782e-01  0.139415537 -0.083223945  0.008567641 -0.077451285
# [22,]  1.931296e-01  0.052722201  0.069627781 -0.020480328 -0.021349603
# [23,] -3.012781e-02  0.108014292  0.135217839  0.158394531 -0.042297746
# [24,]  8.470422e-02 -0.172597991  0.064941252 -0.097462269 -0.200562659
# [25,] -1.827305e-01 -0.110340723 -0.066069982 -0.059371930  0.025259670
# [26,] -9.577254e-02  0.114745288 -0.051319254  0.011203898 -0.267749892
# [27,]  7.010046e-02 -0.218218822 -0.128834090 -0.068655904 -0.170033113
# [28,]  4.268887e-02  0.034080009  0.186720217  0.080191100 -0.089412245
# [29,]  1.978837e-01  0.072912080  0.018488163  0.093883375 -0.238140506
# [30,]  9.640751e-02  0.218698753 -0.151606078 -0.019548341 -0.062767442
# [31,] -3.052679e-01  0.003793660  0.131273202 -0.065785633 -0.067423151
# [32,]  4.840084e-04  0.254766855 -0.038784260 -0.018565213 -0.186186049
# [33,] -1.416022e-02 -0.117266103  0.105348754  0.009448677  0.128070541
# [34,] -1.307193e-02  0.057324145  0.106987900 -0.172643551 -0.057082266
# [35,] -6.419594e-02  0.069241006  0.108583617  0.062156683  0.128416949
# [36,] -7.494008e-02  0.035529776  0.280526625  0.030466816  0.184016748
# [37,]  5.875961e-02  0.029050637 -0.012893130  0.074166725  0.078175197
# [38,] -1.260349e-02 -0.009970309 -0.088298242  0.181504454  0.054225780
# [39,]  1.813533e-01 -0.029617991 -0.172190286  0.294488648  0.077375076
# [40,] -1.779001e-01  0.058980710 -0.148339550  0.144630028 -0.091817411
# [41,]  8.720162e-02  0.059087878 -0.131526555  0.109196298 -0.002949701
# [42,]  1.230923e-01  0.138900637 -0.055903581 -0.058641639  0.186318811
# [43,] -7.191288e-02  0.032314139 -0.131258777  0.147986708  0.098446729
# [44,] -8.170653e-02  0.089432899  0.111068793  0.144354467 -0.156144641
# [45,] -1.558979e-01  0.099851568  0.064811300 -0.200773787 -0.247166596
# [46,]  5.533841e-02 -0.129858856 -0.199609205 -0.059963488 -0.125625868
# [47,] -2.884622e-01  0.028943648 -0.188600747 -0.108431803  0.136677109
# [48,] -6.537825e-02 -0.120877116  0.072444248 -0.101574224  0.073543222
# [49,] -1.865302e-05  0.212638025  0.141095383 -0.095471915  0.167038643
# [50,] -4.819478e-02  0.118985610  0.093193350  0.105128352 -0.009078886
# [51,] -6.834074e-02 -0.051426552  0.116365755 -0.022874309  0.080223628
# [52,]  5.624758e-02 -0.146611806 -0.064214493  0.015166788  0.134134239
# [53,] -4.608950e-02  0.225525286 -0.259481589  0.086723690  0.090800376
# [54,] -1.636844e-02  0.066488191 -0.251093936 -0.199377264 -0.110822964
# [55,]  8.275634e-02 -0.225858992 -0.112054960  0.139606583  0.080802626
# [56,]  1.006279e-01 -0.018914216 -0.159849936  0.011963601  0.061706522
# [57,] -6.002002e-02  0.154050815 -0.019614872  0.005091493 -0.070475693
# [58,] -6.458132e-02 -0.037217473 -0.191727100 -0.033204741 -0.076034435
# [59,]  1.608735e-02  0.106754357  0.080488003 -0.043734203 -0.035114008
# [60,] -7.249407e-03  0.037047517 -0.114769952  0.265868429 -0.124546833
# [61,]  1.934026e-01  0.114718984 -0.106411473 -0.044715287 -0.105398223
# [62,] -9.367923e-02 -0.013204537  0.018917872  0.050427510  0.013541949
# [63,]  1.832565e-01 -0.121299069  0.023520776  0.039367504  0.074923722
# [64,] -9.325814e-02 -0.030273592  0.068020716  0.128207674 -0.079733018
# [65,]  7.391099e-02 -0.011291986  0.028493365  0.132176638 -0.104596698
# [66,] -1.200787e-02 -0.008588967 -0.084428845 -0.095349163 -0.003617017
# [67,]  4.589922e-02  0.123335845 -0.104469123 -0.154135001  0.314088331
# [68,] -4.432519e-02 -0.013930982  0.074134468 -0.070080300  0.050606687
# [69,] -2.142934e-02 -0.166467372 -0.049273971 -0.025506482 -0.112081539
# [70,] -8.313964e-02  0.156272521 -0.025322466  0.148990134  0.091622001
#              [,36]         [,37]        [,38]        [,39]        [,40]
#  [1,] -0.202130632  0.0272066203  0.023720512  0.159979845 -0.014056343
#  [2,] -0.004917550  0.0376358075 -0.038266572 -0.066883268 -0.003370453
#  [3,]  0.020050273  0.2895841942 -0.280485903 -0.227235568 -0.052625331
#  [4,]  0.091434748 -0.0627028083 -0.074677200 -0.010629254  0.299186472
#  [5,] -0.092720162  0.0129170440 -0.020216025  0.176177772 -0.030789252
#  [6,]  0.076293098  0.0958225472 -0.168991927  0.173352996  0.001334014
#  [7,] -0.160622271  0.0024490284  0.053623657  0.027209594 -0.153658480
#  [8,]  0.080578043  0.1065172595  0.160371276  0.032851174 -0.141385612
#  [9,] -0.189897423  0.1995954325 -0.032096182 -0.123149696  0.199084076
# [10,]  0.076622708  0.0620035376  0.020433242 -0.031519095 -0.303136014
# [11,] -0.121041380 -0.2243806394  0.245011373  0.018824223 -0.118142524
# [12,]  0.278506471 -0.0825704832  0.015183265  0.216700707 -0.077369970
# [13,] -0.149722481 -0.0803892905 -0.057929282  0.079415069 -0.150908309
# [14,]  0.136087728 -0.1193630172 -0.078422467 -0.018958947  0.115199359
# [15,]  0.059649491 -0.0792545102 -0.133158759  0.130459587  0.103521421
# [16,] -0.126552391 -0.2381551772 -0.020453854 -0.111090657 -0.088780383
# [17,]  0.005974232 -0.0035789381  0.190233545 -0.200957268 -0.022934407
# [18,] -0.039679862 -0.3505712933 -0.126205482 -0.074290420  0.151714695
# [19,]  0.099574177  0.0320913994  0.076921573 -0.021529986  0.076247791
# [20,]  0.083663829  0.0446938170  0.134771936 -0.072699220  0.176657062
# [21,]  0.107511895 -0.0198248963  0.066618279 -0.012430018  0.129262271
# [22,] -0.077848758 -0.0824273287 -0.085308691  0.102102428 -0.038278597
# [23,]  0.018055582  0.0008044491  0.039465956  0.061037457  0.028928363
# [24,] -0.103970789  0.0037680078 -0.016154140  0.186882269 -0.171476877
# [25,]  0.119745698 -0.0620079613  0.196915503  0.027825358  0.065852526
# [26,]  0.158117483 -0.0776950884 -0.217028421  0.061966038 -0.026028841
# [27,]  0.220118185  0.0121086014 -0.209822188 -0.138266800 -0.147196626
# [28,] -0.055505556  0.1934212826  0.060745225  0.148167106  0.310294290
# [29,]  0.038395053  0.0458635050 -0.088948159  0.030619458 -0.022689562
# [30,] -0.161885548  0.0039231409 -0.210701694  0.149184214  0.030608411
# [31,]  0.053484506  0.0088306615  0.055962216 -0.009530107  0.121149180
# [32,] -0.052269888 -0.0144796593  0.063521688  0.008752325 -0.047102012
# [33,] -0.101106004 -0.1252745047  0.017936211  0.143189889 -0.065660682
# [34,]  0.079343613 -0.0166039164 -0.004214962  0.242716970 -0.166823582
# [35,]  0.057846905 -0.0535875440 -0.105441087 -0.114607149  0.140067171
# [36,]  0.082219382 -0.2121237263 -0.068822379 -0.006184267 -0.053778430
# [37,]  0.034199939 -0.1964752631 -0.024857600 -0.177913695 -0.124218817
# [38,] -0.141663551  0.0733431380 -0.001300132  0.144106713  0.130114687
# [39,]  0.033341727 -0.2830432262 -0.152164490 -0.010734834  0.053100914
# [40,] -0.125374071 -0.0679621808  0.079667807  0.031385232  0.078348564
# [41,]  0.023135003 -0.1414517213  0.124030426  0.042166447  0.251565600
# [42,]  0.087996473 -0.0357076421  0.082128390 -0.018651933  0.013608215
# [43,]  0.141155078 -0.0648808245  0.178628001 -0.011104323 -0.103048847
# [44,] -0.234540185 -0.0171864402  0.002061922 -0.111543935 -0.021268157
# [45,] -0.073558074  0.0516958677 -0.039220125  0.031773978 -0.060604706
# [46,]  0.192888215  0.0012749562  0.085286604  0.118390593  0.058945485
# [47,] -0.067927162  0.0463021830 -0.096842868  0.187447061 -0.025979702
# [48,]  0.092545856  0.1762147828  0.139570496  0.050013968  0.035930456
# [49,]  0.202591014 -0.0022358941 -0.074522213  0.108917778  0.062294865
# [50,]  0.071392630 -0.0170732716  0.179001124  0.074276868 -0.206669803
# [51,]  0.020185810 -0.1354126375  0.175019653  0.014834002 -0.040207562
# [52,]  0.058824399  0.1814766789 -0.003809831  0.036797738  0.021572046
# [53,] -0.026436669 -0.0269442221  0.004744026  0.210135137 -0.196419396
# [54,] -0.121995098 -0.0154280754  0.125768557 -0.013048645  0.042458493
# [55,]  0.153785607 -0.0405358747 -0.021845623  0.044386620  0.036631830
# [56,]  0.112780245 -0.0808244193 -0.007922909  0.158486054  0.110323857
# [57,]  0.206927201  0.0284318664 -0.056903087 -0.298867759 -0.081173846
# [58,] -0.008326403  0.1201005658  0.240520848 -0.021823393  0.016703721
# [59,]  0.026233004 -0.2755941221  0.192405768 -0.144899626  0.096314644
# [60,] -0.040101767 -0.0249960606 -0.016651020  0.103305802  0.274791180
# [61,]  0.140496883  0.0200138766 -0.024235194 -0.080644426 -0.088353904
# [62,] -0.099866127  0.0188203190 -0.167671060 -0.079391376  0.018793622
# [63,] -0.076133359 -0.0218515043  0.129799271  0.005115464 -0.047177929
# [64,]  0.014239733  0.0746272254  0.165599366 -0.216454215 -0.079087227
# [65,] -0.129156799 -0.2053074146  0.041941448 -0.111082007  0.047918096
# [66,] -0.150578725 -0.0807904023 -0.257429507 -0.198923449 -0.085670483
# [67,] -0.283039495  0.1134840561  0.079742907 -0.147052079  0.048347493
# [68,] -0.074058739 -0.1963303305 -0.101003023  0.031191833  0.023694791
# [69,]  0.114336088  0.0164318111 -0.065738239 -0.027337051 -0.024686642
# [70,]  0.113932784  0.0889202067  0.032942778 -0.160028020  0.054023930
#              [,41]        [,42]         [,43]         [,44]        [,45]
#  [1,] -0.215902722 -0.099771473  0.1225312236  0.1203493896  0.104773218
#  [2,]  0.094254151  0.202506774 -0.1093784470  0.0497958729  0.182556221
#  [3,]  0.383110986  0.011919726 -0.0565097522  0.0586363530 -0.207854038
#  [4,]  0.063330706 -0.181327440  0.0848986443 -0.0605916075  0.133320796
#  [5,] -0.117665892 -0.113126805  0.0776661127 -0.4334968577 -0.012524121
#  [6,] -0.121282079  0.080102603 -0.1100162470  0.0287879984  0.046910091
#  [7,]  0.219000856 -0.087544484 -0.0912907591  0.0069199456  0.149344312
#  [8,]  0.111240319  0.056867423  0.0973882830  0.2163324196  0.202634455
#  [9,] -0.096533515  0.068480313  0.2572738711  0.0302973041 -0.040349104
# [10,] -0.079717746  0.074175004 -0.2558898047 -0.0864064677  0.015781421
# [11,] -0.137969595 -0.084707224  0.1372722410 -0.0351268866  0.088191941
# [12,] -0.001767723  0.016018827 -0.0177265258  0.0821863556  0.122474001
# [13,]  0.064411410 -0.085289963  0.1610649472  0.0297761105 -0.058317027
# [14,] -0.044835692  0.158784302  0.0156639991 -0.1264571097 -0.313831790
# [15,] -0.233259091 -0.104491119 -0.2320365527  0.0851982836 -0.057124736
# [16,]  0.130028571 -0.206047500 -0.1817765802 -0.0369299616 -0.204353343
# [17,] -0.116554601  0.049889434 -0.1159916484 -0.0263291463 -0.024623780
# [18,]  0.160290437  0.003865986  0.1079358053  0.0535807886  0.015383482
# [19,] -0.119193403  0.226550509  0.2254633360  0.0058811668 -0.081442331
# [20,] -0.014103301  0.025668955 -0.0070665194 -0.0613042208 -0.112964555
# [21,]  0.075318694  0.092860108 -0.0718926989 -0.2160644456  0.189046932
# [22,]  0.018187242 -0.057135842 -0.1151469515 -0.0755211865 -0.194554935
# [23,] -0.189086701 -0.154233769 -0.0899568833  0.1460191850 -0.036133368
# [24,] -0.003158571  0.111359766  0.0590546491  0.2317970061 -0.156572495
# [25,] -0.012959973  0.078753391  0.0179792110  0.2883345940  0.015071736
# [26,] -0.022953088 -0.110862075  0.0395303809  0.0633693983  0.072196085
# [27,] -0.198234207  0.033299779 -0.0509309890  0.0498608181  0.104411929
# [28,]  0.188422803 -0.159163151 -0.2045948399 -0.0211365903  0.008396061
# [29,] -0.139469249  0.001957174  0.2248379198 -0.0790670398 -0.036047912
# [30,]  0.072872217  0.187475974 -0.1052231000 -0.0996638454  0.012757129
# [31,] -0.064233951  0.307045816  0.0668635984 -0.0548575791 -0.083483564
# [32,]  0.143110035  0.024028886  0.0683750138  0.0666960845 -0.135463335
# [33,] -0.014027170 -0.074290214 -0.0687414563 -0.0727529426 -0.037875765
# [34,] -0.028365350 -0.195171143 -0.0009100549  0.0636612195 -0.114186180
# [35,] -0.081870369  0.042495289  0.0821401723  0.1967035205  0.008517325
# [36,]  0.117328301  0.041440951  0.0362667115 -0.1832156162 -0.015714241
# [37,] -0.024503456  0.022579258 -0.0605541789 -0.0407437875  0.001298170
# [38,]  0.091913712 -0.244952070  0.2206103153  0.1390564634  0.024920062
# [39,]  0.067609902  0.072701889  0.1877896544  0.0653684657  0.118243547
# [40,] -0.048972182  0.164250749 -0.1759086641  0.0627125604 -0.108839204
# [41,]  0.013381149  0.142582621 -0.1698499025 -0.0011311340 -0.252443414
# [42,] -0.123234698 -0.070463402 -0.0298217623 -0.0403553398 -0.066194937
# [43,] -0.055710479 -0.065596356  0.1333063324 -0.2567031177  0.047197003
# [44,]  0.026141780  0.120553246  0.0738931740 -0.0311755024 -0.092585258
# [45,]  0.044629497 -0.021710033 -0.1358464512 -0.0744559959 -0.033855632
# [46,]  0.010581592 -0.030732142  0.0481466935  0.0007432411 -0.130500339
# [47,] -0.077632673 -0.042613255 -0.0666467262 -0.2435058746  0.008524560
# [48,]  0.127916218  0.055274282 -0.0575825842  0.0114319691  0.117704605
# [49,] -0.131908708 -0.011426510 -0.1398183876  0.1066173366  0.065745775
# [50,]  0.179825605  0.055874762  0.2217838192  0.0977679130 -0.097288814
# [51,] -0.039105875  0.157981910 -0.0214633431  0.0077391787  0.057314491
# [52,] -0.094434098 -0.072319542 -0.0037897385  0.0284291840 -0.141295629
# [53,]  0.017913160  0.161720806 -0.0066979829  0.0587555830 -0.241987712
# [54,]  0.023737291 -0.038196263 -0.0081286100 -0.0389285332  0.212550968
# [55,] -0.074947386  0.091471656  0.1256495290 -0.1058190490 -0.128932743
# [56,]  0.207976971 -0.106254827  0.0661694439  0.1092977425 -0.184538858
# [57,] -0.072319351 -0.212319608  0.0029372579 -0.0103014474  0.021751162
# [58,] -0.083549615  0.001332151 -0.0774305297  0.0252316222 -0.152782137
# [59,]  0.057684276 -0.275709106 -0.1615343796  0.1119672156 -0.022752089
# [60,] -0.050558020  0.027215124 -0.0139035012 -0.0633966833  0.158702898
# [61,] -0.079905319 -0.161937293  0.1858528010 -0.0626077347 -0.144436914
# [62,] -0.120804695 -0.134580682  0.1047101667 -0.0134956496 -0.008414346
# [63,] -0.019416575  0.077591397 -0.1953952421  0.0242978139  0.152894874
# [64,]  0.116035404 -0.035538904  0.0620944597 -0.1623254660 -0.006949646
# [65,] -0.081989422  0.020620584 -0.0562344336  0.0931293721 -0.110940400
# [66,] -0.155417524  0.096801205 -0.0772818383  0.1065832317  0.053755881
# [67,] -0.303827841 -0.071369115  0.0099995126  0.1402006301 -0.093880015
# [68,]  0.068525958  0.151432542  0.0533014636  0.0183732868  0.145525662
# [69,]  0.005963710 -0.064291269 -0.0721479959  0.2566498648 -0.001950751
# [70,]  0.020392157 -0.135888120 -0.0152092967 -0.0389369443 -0.108665963
#              [,46]         [,47]        [,48]        [,49]        [,50]
#  [1,]  0.140402005  2.629214e-01 -0.203555334 -0.083482775 -0.210822274
#  [2,]  0.053153497 -1.026942e-01  0.076539766  0.046838529 -0.153165956
#  [3,]  0.036103862  2.631660e-01  0.131970634 -0.030862362 -0.066059960
#  [4,] -0.231886275 -6.810359e-05 -0.235371165 -0.231377777  0.018195594
#  [5,]  0.083868582 -3.192727e-03  0.269002898 -0.020756940 -0.015550981
#  [6,] -0.075476626  6.119453e-02 -0.075277805 -0.002422590  0.022296519
#  [7,]  0.150558374  1.715175e-01  0.002338675 -0.202415301 -0.090675506
#  [8,] -0.025875417  9.083588e-02  0.083294726  0.082762868  0.125997258
#  [9,] -0.126567482 -8.156224e-02 -0.186090692  0.141210460  0.082301822
# [10,] -0.259399413 -2.222472e-03 -0.018314350 -0.137689450  0.067884738
# [11,]  0.062519182 -3.090068e-02  0.016340343 -0.048109939 -0.187400435
# [12,] -0.122040914  4.344784e-02  0.052230159  0.045190596  0.031412988
# [13,] -0.088562597 -1.313841e-01 -0.020117564  0.157564736 -0.171539150
# [14,]  0.043723389 -1.023523e-01 -0.132600069  0.094681493  0.028248615
# [15,]  0.055196125  9.572509e-02  0.104393013  0.019055471  0.127331642
# [16,] -0.001098935 -7.878596e-02 -0.034074048  0.051938073  0.267024935
# [17,]  0.227303853 -6.161079e-02 -0.006729177 -0.003306680  0.069604678
# [18,] -0.019857625 -1.408309e-01  0.214452034 -0.106086448 -0.219439597
# [19,]  0.089688392  8.479616e-02 -0.063533688  0.183359243 -0.072546084
# [20,]  0.149905908  1.176630e-01  0.018322989  0.051762864  0.139831153
# [21,]  0.078250238 -9.982706e-02  0.086896592 -0.075373716 -0.080276844
# [22,] -0.219785902  4.173483e-02  0.073981410  0.023383119 -0.279087168
# [23,] -0.003868320 -1.144163e-01  0.043745865 -0.012716026  0.010241304
# [24,] -0.126348511 -9.453858e-03  0.093993243 -0.021190985 -0.008024150
# [25,] -0.116705964 -2.315728e-02  0.127770282  0.079432720 -0.060747195
# [26,]  0.006659756  8.441666e-03  0.012781810  0.201412941 -0.033139699
# [27,] -0.077874214  3.360038e-02  0.134077508 -0.003497799 -0.003858744
# [28,]  0.012328720 -7.720718e-02  0.114463273 -0.152485871 -0.110300855
# [29,]  0.005233344 -9.020555e-02  0.294582102 -0.202312861  0.044023026
# [30,]  0.152622861  1.081882e-01 -0.003733913 -0.086888391  0.088937733
# [31,] -0.053195226  2.429507e-01  0.259300982 -0.055971604  0.000135436
# [32,]  0.122922726 -1.985196e-01 -0.020052298  0.197947870  0.163410788
# [33,]  0.014767474  4.576698e-02  0.087680560  0.031553720 -0.038482276
# [34,]  0.181885184 -1.433368e-01 -0.142059454 -0.047455281  0.075591520
# [35,]  0.246385026 -4.027709e-02  0.103126837 -0.063332985 -0.003977605
# [36,]  0.035053276  2.102754e-01 -0.033000095  0.184448571  0.181410847
# [37,] -0.108232572  2.615390e-02  0.125583885  0.061228871 -0.096203085
# [38,] -0.056320247  4.806952e-02  0.060601767  0.083283655 -0.044021974
# [39,]  0.033496327  1.257247e-01  0.027336558  0.054814725  0.014073592
# [40,]  0.039235900 -9.358890e-02 -0.052498785 -0.054980517 -0.125147183
# [41,] -0.143797947 -1.304639e-01 -0.075211201 -0.160001444 -0.004405163
# [42,] -0.159510938  1.496018e-01  0.058698167 -0.039664008 -0.197170335
# [43,]  0.039774734 -4.426187e-02  0.058073056  0.047736213 -0.012748985
# [44,]  0.078956588  9.786260e-02 -0.080870740 -0.090360888 -0.006966796
# [45,] -0.061188814  2.356963e-01 -0.124463819  0.202794527 -0.276644646
# [46,]  0.063759822  1.655094e-01 -0.206989487 -0.150899924 -0.012832787
# [47,]  0.266651538  4.440000e-02  0.087404149 -0.003019063  0.107152825
# [48,]  0.033853247 -8.650445e-02 -0.002464575 -0.042663380 -0.099562289
# [49,]  0.033882245 -8.480820e-02  0.024926632 -0.082103572 -0.067285602
# [50,]  0.178481501 -3.890845e-02  0.103488017 -0.215171232  0.049194273
# [51,]  0.022813517  2.275447e-01  0.023320139 -0.188780737  0.148289760
# [52,]  0.259674738 -1.215311e-01  0.060603620  0.008078671 -0.078361121
# [53,] -0.012704843 -8.278747e-02 -0.204693730  0.029551591 -0.005867616
# [54,] -0.222328220  1.166677e-01 -0.160225853 -0.090163671  0.391651646
# [55,]  0.020333343  1.472459e-01 -0.258893744 -0.133646442 -0.187512320
# [56,] -0.053958394  6.890179e-02  0.193099326  0.050436169  0.140447151
# [57,]  0.122615006 -9.765250e-02 -0.088677118  0.013011788 -0.036730116
# [58,] -0.136481793 -2.669640e-02  0.160770257  0.121600957 -0.014114471
# [59,]  0.092447802  2.205035e-01 -0.020266427  0.117633188 -0.042257646
# [60,]  0.113494193  5.928725e-02  0.013560960  0.339634769 -0.003625722
# [61,] -0.082394647  1.115494e-01 -0.069481518 -0.096580610 -0.052030738
# [62,] -0.112851833 -1.470916e-01  0.043565337 -0.120976473  0.138782797
# [63,]  0.082317297 -1.005957e-01 -0.078541859  0.208980906 -0.100977302
# [64,] -0.031794384 -6.626905e-02 -0.013255552 -0.027204769 -0.159978990
# [65,]  0.099849216  1.131336e-01  0.076977073 -0.110740769  0.017560398
# [66,]  0.075151467 -2.657988e-02 -0.065198386 -0.001630984 -0.027869878
# [67,] -0.073777555  1.232005e-01  0.186037076 -0.076734921  0.068138445
# [68,]  0.008571825 -2.302465e-01 -0.108028471 -0.231466875 -0.033804950
# [69,]  0.226619241  8.369871e-02 -0.079116401 -0.159913521 -0.026831864
# [70,]  0.041694311 -1.758446e-02 -0.075315405 -0.057700790 -0.071002478
#              [,51]        [,52]        [,53]         [,54]        [,55]
#  [1,]  0.069931737  0.143783315  0.056363927  0.2330934735 -0.070199178
#  [2,] -0.236410233  0.109232330  0.047456846 -0.2762396978 -0.119762503
#  [3,] -0.138488018 -0.074312641  0.148523895  0.2847768928 -0.074981974
#  [4,] -0.110037744  0.091098002 -0.143822757 -0.0539015872 -0.041790073
#  [5,] -0.022456159 -0.156224384  0.046148044  0.1864085726 -0.128076320
#  [6,]  0.125924811  0.227528652 -0.084893590  0.0030447129  0.056522859
#  [7,]  0.065686346  0.176612116 -0.191823270 -0.0726577747  0.187035058
#  [8,] -0.035295425 -0.283422891  0.043081259 -0.0334924820 -0.075056566
#  [9,] -0.139841394 -0.130192234 -0.075270065 -0.1822221854  0.011137222
# [10,] -0.013718964 -0.241125414 -0.223188142  0.1471605614  0.104557472
# [11,] -0.257699051 -0.142742211 -0.083933223 -0.0381018063 -0.054214893
# [12,]  0.073220161  0.162806592  0.055378609 -0.1608601084 -0.225219186
# [13,]  0.339851210 -0.163037241 -0.114183514  0.1024826373  0.086763901
# [14,]  0.147709047  0.007683734  0.153465865  0.0938155018 -0.100663157
# [15,]  0.132842904 -0.015101769  0.370373369 -0.0971135018  0.220743023
# [16,] -0.207364932  0.156265132  0.053331210 -0.0379096262  0.186568715
# [17,]  0.047255152 -0.031917631  0.014844520 -0.1197623846 -0.377228661
# [18,] -0.024346584 -0.097845191  0.002099948  0.0093743811  0.195231031
# [19,] -0.165636634  0.018973598  0.265170372  0.1252731063  0.037464782
# [20,]  0.175133135  0.004941242 -0.174634256 -0.1305500787  0.203642440
# [21,]  0.170393192  0.048603575 -0.067413508  0.1304513991  0.070637848
# [22,] -0.083766736 -0.056094920 -0.016812667 -0.2048183665 -0.118362684
# [23,] -0.047377208 -0.079619177  0.136535326 -0.0222771101 -0.013540804
# [24,]  0.038063723  0.021970616 -0.087625714  0.0856672691 -0.053729299
# [25,]  0.004204150  0.095834678  0.018393556  0.0981900578  0.081314544
# [26,] -0.246430785  0.058466037  0.068333511  0.1522529993 -0.085371697
# [27,] -0.096212274  0.016216719 -0.087699129  0.0594480710  0.027598267
# [28,]  0.077120083 -0.179241567  0.026314894  0.0163496615 -0.283352828
# [29,]  0.106044757  0.100053793 -0.004609326 -0.1480042071  0.010320000
# [30,] -0.119412723  0.073597237  0.045380554  0.0235190100 -0.050747837
# [31,] -0.042866151 -0.018935610 -0.215000375 -0.0941175086  0.017768384
# [32,] -0.159938337  0.064756083 -0.145093261  0.0405680342 -0.082390372
# [33,] -0.167807156 -0.103431903  0.055253640 -0.0369966407  0.073643271
# [34,] -0.134436421  0.007781084 -0.062125901 -0.1967941453 -0.060920035
# [35,] -0.058691556 -0.155421000 -0.138291764 -0.0005591644  0.208423998
# [36,]  0.090022687 -0.013683710 -0.131461434  0.0406230172 -0.043358726
# [37,] -0.050893394  0.072273831 -0.042992646 -0.0863608515 -0.119676310
# [38,] -0.011921394  0.123189907 -0.012908648 -0.0025025787  0.082794296
# [39,] -0.021119276 -0.029662539  0.059632610 -0.0761018008 -0.076154702
# [40,]  0.001700298  0.074627053  0.057404997 -0.0089547191  0.265371743
# [41,] -0.218854977  0.023186728 -0.059260775  0.1887324400 -0.034558020
# [42,] -0.111595576  0.033529600  0.034825024  0.0107650629  0.089387380
# [43,] -0.028535586  0.086364881  0.022434705  0.0484944692  0.085372353
# [44,]  0.058720922  0.046653833  0.064472434 -0.1924035247  0.028054343
# [45,]  0.047232127  0.076658428  0.040949106 -0.2470666852  0.018949693
# [46,]  0.005962214  0.080059639 -0.063253974  0.2140389916 -0.014390385
# [47,] -0.127301220 -0.025169671  0.036334839 -0.0933074754 -0.009995134
# [48,] -0.095543888  0.176003984  0.063682039  0.0118873476  0.042456595
# [49,]  0.043003490 -0.079105370  0.029309148 -0.0135978366  0.039410814
# [50,]  0.078540605  0.161642469  0.080765648  0.0488190780 -0.065892540
# [51,] -0.116087252  0.072675249  0.023405283 -0.0267263238  0.022111822
# [52,] -0.034868643 -0.124223885 -0.202297548  0.0203567057  0.187319531
# [53,]  0.022794177 -0.056368817 -0.062475098 -0.0096982825 -0.023639703
# [54,]  0.037383577 -0.215465035  0.181536289 -0.0171821674  0.085682945
# [55,] -0.028719986 -0.071609440 -0.076489075 -0.1661673171 -0.039398075
# [56,]  0.179926509  0.016445122  0.075751329 -0.2279629092 -0.001073987
# [57,]  0.061368464  0.105037220 -0.003696017 -0.0070402454 -0.006535348
# [58,]  0.131679974  0.081581034 -0.067610753  0.0027839226 -0.129712694
# [59,]  0.049860091 -0.057816520 -0.152956375  0.1415113246 -0.149745169
# [60,]  0.001390275 -0.005878771 -0.153026557  0.0711206541 -0.038847439
# [61,]  0.014506674 -0.174703068  0.186531501  0.0188069896  0.056386692
# [62,] -0.058640243  0.388533844 -0.099709733  0.1360415144 -0.122391322
# [63,]  0.036974031  0.066619490  0.176703324  0.1276182232  0.061996769
# [64,]  0.053725471  0.101355642  0.298799298 -0.0622980976  0.148365031
# [65,]  0.134142362  0.047791104  0.050664299  0.0849055006 -0.157449545
# [66,]  0.253687537 -0.006352043 -0.109120890 -0.0234333435 -0.106004736
# [67,] -0.062671802  0.061173541  0.065172255  0.0026908471 -0.099937926
# [68,]  0.132952344 -0.146933520  0.203142045  0.0524504340 -0.170198322
# [69,] -0.116361054 -0.184275520 -0.011955861 -0.0820057552 -0.013756149
# [70,]  0.083600145 -0.014950684 -0.002840924 -0.1931627691 -0.120986168
#              [,56]        [,57]        [,58]        [,59]        [,60]
#  [1,] -0.158842900 -0.086202576 -0.146144537 -0.028828629 -0.226836068
#  [2,] -0.267149985  0.205371980  0.033611307  0.181482579 -0.143869109
#  [3,] -0.028105677  0.052505772  0.128518176  0.019567554 -0.001511651
#  [4,]  0.151793843  0.069747138  0.124069483 -0.174413432  0.154602243
#  [5,]  0.118579491  0.206209587  0.184110219 -0.229036590 -0.140891485
#  [6,]  0.072292748  0.026109541  0.049379281 -0.201255564  0.062038093
#  [7,]  0.028099858 -0.205031980  0.048731045  0.033274342  0.085347477
#  [8,]  0.270563009 -0.046641175  0.088473762 -0.070057310 -0.001300819
#  [9,] -0.122177621 -0.102967115  0.062424301  0.067497265 -0.050138149
# [10,] -0.045011772 -0.110663207 -0.250253290  0.078885322 -0.044241315
# [11,] -0.185319625  0.114515208  0.073693367  0.041054802  0.321714484
# [12,]  0.120931326 -0.171512143  0.120462775  0.157275982 -0.235713047
# [13,]  0.026175061  0.169554380  0.001613079  0.247535314  0.297621449
# [14,]  0.179353970 -0.199208534 -0.103098851  0.205195922  0.038511681
# [15,] -0.254437256  0.029701673  0.021125521 -0.050455469  0.101107668
# [16,] -0.073262130  0.088603480 -0.128664783 -0.004059385  0.095949905
# [17,]  0.101469350 -0.085535999 -0.300910411  0.055303235 -0.102703288
# [18,]  0.001187840 -0.118165656 -0.205251197 -0.144695739 -0.261668767
# [19,] -0.056751704  0.046341037 -0.057185464  0.005968651  0.074602079
# [20,]  0.092600507  0.103059763  0.192286802  0.030112733 -0.044979178
# [21,] -0.016209226 -0.047960808 -0.004760211  0.098217548  0.037004323
# [22,]  0.163791029 -0.064296891  0.018513925 -0.111092381 -0.064118766
# [23,]  0.060937511  0.253134240 -0.017415096 -0.160392390 -0.050990873
# [24,]  0.138943252  0.079865740 -0.191752725 -0.062231690  0.202178571
# [25,] -0.074536011  0.055205049 -0.110358714 -0.181947970  0.034491740
# [26,]  0.102764069 -0.270266126  0.143838950 -0.094726924  0.146515999
# [27,]  0.221620342  0.186199984  0.009762305  0.025083578  0.063278169
# [28,] -0.056316142 -0.100747961 -0.152174915  0.005814245  0.125656462
# [29,] -0.075881964 -0.090827893 -0.013221635  0.127318731  0.173694556
# [30,]  0.003336377  0.210061392 -0.117761042  0.013991772 -0.037503053
# [31,] -0.096212704  0.117917911  0.034797595  0.094521778 -0.035410433
# [32,]  0.013148156 -0.095813104  0.053191107  0.037827993 -0.003682313
# [33,]  0.013633026 -0.065139168  0.161536636  0.266578185 -0.140889534
# [34,]  0.076349322  0.036393493  0.009395207  0.097141212 -0.044773319
# [35,]  0.047066175 -0.153949834  0.055905391  0.030267729  0.095786419
# [36,] -0.105672940  0.164414075 -0.097843469 -0.035980767  0.009022416
# [37,]  0.008152658 -0.135159400  0.017056062  0.004688814  0.080345746
# [38,]  0.078252439  0.149224547 -0.223282256  0.194185327 -0.184217878
# [39,]  0.052213135 -0.037975052 -0.111638678 -0.042570385  0.046091739
# [40,]  0.225852358 -0.042874939  0.222602799  0.038367527 -0.156378724
# [41,]  0.009314185 -0.009699782 -0.034005916 -0.018391504  0.115135151
# [42,]  0.079380043  0.070380190 -0.166212861  0.193992427 -0.119526386
# [43,]  0.097640065 -0.048511570 -0.025996904 -0.048281454 -0.102625750
# [44,]  0.331686121  0.096235604 -0.021097767 -0.019886464 -0.005464984
# [45,]  0.004793724 -0.026262605 -0.057138805 -0.022617162  0.162545508
# [46,]  0.075844507  0.021076154 -0.100168345  0.232577210  0.044194073
# [47,]  0.019055022 -0.167555920 -0.086789476 -0.010477727  0.222231527
# [48,] -0.059774612 -0.061998450  0.034139143 -0.014417647  0.152071604
# [49,]  0.019896793  0.148453985  0.088515586  0.292610098  0.073159023
# [50,] -0.060889658  0.016306299  0.075890275 -0.094439217  0.067802509
# [51,]  0.063664204  0.056880711 -0.106458075 -0.106365080  0.014920315
# [52,]  0.039675741 -0.101307797 -0.048373428 -0.209164460 -0.180353652
# [53,] -0.071034830  0.120211262  0.110524224 -0.114712568 -0.154509416
# [54,] -0.005440147 -0.047989700  0.020685447  0.033608404 -0.023540975
# [55,] -0.111526505 -0.064029313  0.072070307 -0.228565401  0.102473552
# [56,] -0.026809593 -0.045249206 -0.065810513 -0.111008095  0.022550370
# [57,] -0.079312532  0.125734962 -0.254939964 -0.133555095 -0.016619727
# [58,] -0.174211181  0.091892596  0.142727305 -0.126648014  0.030323361
# [59,] -0.019256899  0.043808707  0.223072488 -0.012610330 -0.102952286
# [60,]  0.173414813  0.154525801 -0.104620077  0.045835329  0.109548073
# [61,] -0.137018048 -0.111835571  0.109389999  0.102987400 -0.054774701
# [62,]  0.003448625  0.073124942  0.176066709  0.115596526 -0.072096954
# [63,]  0.086449921 -0.080002119  0.083607216 -0.058571563  0.098530317
# [64,]  0.235843613  0.147435062  0.023144823 -0.008636589  0.080379731
# [65,] -0.053342371 -0.042857438  0.199230602  0.139047479  0.058443176
# [66,] -0.051547138 -0.047217592  0.075251465 -0.100227659 -0.033457112
# [67,]  0.208519535 -0.140304770 -0.055683144 -0.018245865  0.123001965
# [68,]  0.034290356  0.145944473  0.047677436 -0.047316619 -0.026590748
# [69,]  0.129836642  0.201914840  0.025942186  0.058709026  0.069836458
# [70,]  0.051841960  0.122874993 -0.007752523  0.021571660  0.021368568
#               [,61]        [,62]         [,63]        [,64]        [,65]
#  [1,] -0.0698010830 -0.221934352  0.0819759885  0.301845683  0.005176170
#  [2,]  0.0254923821 -0.185087684  0.0580259647  0.095651846 -0.079059277
#  [3,] -0.2208140905 -0.116204041  0.0067162298 -0.058186319 -0.140212284
#  [4,]  0.0677017108 -0.219152780  0.1489270947  0.003045668  0.281640533
#  [5,]  0.0502045679 -0.048205327 -0.1126324216  0.182914017 -0.039640531
#  [6,]  0.1264964640 -0.050822145 -0.2368365341 -0.101731929 -0.038118764
#  [7,]  0.0505629443  0.342154536  0.2161838923 -0.104148294 -0.085004884
#  [8,]  0.0781708636 -0.026081203  0.0667906093 -0.122745099  0.146196529
#  [9,] -0.1439206960  0.080998785 -0.2713072597 -0.060462185  0.138039583
# [10,]  0.0636076057 -0.181244483  0.1299294691  0.115424401  0.073563008
# [11,] -0.2701664023  0.051167224 -0.0048379071 -0.277051030 -0.018860963
# [12,]  0.0241981392  0.298965514 -0.1667701972  0.093762565 -0.200551282
# [13,]  0.2176202939 -0.102284402 -0.0759437137  0.062017565 -0.092786786
# [14,] -0.0724921877 -0.059117105  0.1041602942 -0.097569479 -0.112144083
# [15,] -0.1165860463  0.036337144 -0.1016548049 -0.007097490  0.140227088
# [16,]  0.2332742071  0.098319098 -0.1033222257  0.172191233  0.043253545
# [17,] -0.0151678943 -0.011756039  0.0147694888 -0.080902774  0.346490536
# [18,] -0.0299582818  0.168030528 -0.0547654654 -0.026199435 -0.083731389
# [19,]  0.3992860892  0.123734904  0.1638954994 -0.097750080  0.054568105
# [20,] -0.2376954781 -0.126262192  0.1588075842  0.004095650 -0.129487708
# [21,] -0.0130716689 -0.168813753 -0.2076588415  0.039695058  0.077477131
# [22,] -0.0879883414 -0.108601136 -0.2463105783 -0.223692174  0.004280127
# [23,]  0.0579371023 -0.040104406  0.1361970940 -0.069868093 -0.236403121
# [24,] -0.1588409008 -0.003948444  0.0666863541 -0.024128697 -0.024936123
# [25,] -0.1236025207 -0.024062053  0.1073620634 -0.069280322 -0.056789295
# [26,]  0.0194217440 -0.075011564  0.0751720095  0.024624783  0.037517869
# [27,] -0.0056083694  0.155454127 -0.0086571984  0.054771725  0.116112521
# [28,]  0.1375240959  0.095537173  0.0463992919 -0.055303117 -0.092881238
# [29,] -0.0231757288 -0.025761885 -0.0097214554  0.067791577  0.025986835
# [30,] -0.0529262951  0.115891843  0.1573363352 -0.092953283  0.055505186
# [31,]  0.1424822594 -0.121760986 -0.0422319203  0.008512692 -0.039202212
# [32,] -0.0955082538 -0.113020763 -0.1107209967  0.204702441 -0.106374420
# [33,]  0.1845983635  0.007721707  0.1359353981  0.003606292  0.057183072
# [34,] -0.0553051175 -0.224643351  0.1367526912  0.013544840 -0.151581650
# [35,] -0.0287225961 -0.043677630  0.0058447157  0.241470268 -0.044576337
# [36,] -0.0679277461  0.011355221 -0.0114551647 -0.084789319  0.117666207
# [37,] -0.0000275434 -0.143726531 -0.0425599407 -0.014156229 -0.101469197
# [38,]  0.0295294315 -0.092596336 -0.0777269100 -0.095756383  0.098519380
# [39,]  0.0846478630 -0.142887903 -0.1099299383  0.147647936 -0.097524410
# [40,]  0.2192229384 -0.258347172 -0.0008714274 -0.190199915  0.066706995
# [41,] -0.0397734385  0.123096638 -0.0193608603  0.190975107  0.006921638
# [42,] -0.1232234613 -0.030783878 -0.0385562960  0.059123285  0.072042575
# [43,] -0.0545186533 -0.053804514  0.1936581809 -0.037209315 -0.054650204
# [44,] -0.0435118558  0.023877717  0.0170624293  0.058110681 -0.012640669
# [45,] -0.0338456786  0.001886619 -0.0811005375  0.085661422  0.068751168
# [46,] -0.0003287995  0.047293403 -0.2216610971 -0.124813631 -0.016753197
# [47,] -0.0182965484 -0.082184422 -0.0809521573 -0.036796906  0.050411697
# [48,]  0.0012236677 -0.149169446 -0.1326731038  0.111170736  0.012433462
# [49,] -0.2636486949  0.092819488  0.0135444087  0.086420179  0.073722338
# [50,]  0.0615391851  0.008432446 -0.2336263370  0.053736662  0.171952512
# [51,] -0.0755010144 -0.052614814 -0.1588849379 -0.048426424 -0.118433959
# [52,] -0.0269066360  0.092568715 -0.1660868856 -0.143382486  0.033784887
# [53,] -0.1132523837  0.113410522 -0.0497305285  0.115382433  0.057204326
# [54,] -0.0422853698 -0.062044089 -0.1521515042 -0.029551572 -0.309277141
# [55,]  0.0454181840  0.071768922  0.1316817801  0.073844974 -0.175382495
# [56,] -0.0928850556 -0.177824390  0.2300492175  0.021460584  0.199880003
# [57,]  0.0564792195 -0.134154824 -0.1165602396 -0.208556629 -0.244313788
# [58,]  0.1702282863  0.058024876  0.0289593293  0.033909633  0.014436647
# [59,] -0.0378373540  0.037714986 -0.0785808520  0.122486270  0.150181215
# [60,] -0.0272142418  0.173881414  0.0199165292  0.033648004 -0.105145386
# [61,]  0.0141080407  0.075700628  0.0110525879 -0.044536905  0.105486191
# [62,] -0.0651497232  0.070534573  0.0758523517 -0.182744606  0.018800465
# [63,] -0.1611878585 -0.069368546 -0.0269253982 -0.043449388 -0.007626746
# [64,] -0.1340884512  0.102501990 -0.0187636926  0.186700345  0.100274039
# [65,]  0.0868649320 -0.116329084 -0.0166901588 -0.248450169 -0.106098108
# [66,]  0.0070261150  0.021965023  0.0457553106  0.038504799  0.110745508
# [67,] -0.0022601659  0.026692938 -0.0173305246  0.206592641 -0.107361151
# [68,] -0.0715337050  0.003173348  0.0147711302  0.028117081  0.032538337
# [69,]  0.2107172187 -0.017390060 -0.1923508323  0.009006964  0.058484851
# [70,]  0.0860156523  0.076519570  0.0570531069  0.181797887 -0.189998705
#              [,66]         [,67]        [,68]        [,69]        [,70]
#  [1,]  0.026147044  0.0922052176  0.060852562  0.114008180  0.270894722
#  [2,] -0.224139088 -0.0875642696  0.126528492 -0.129873945 -0.032905284
#  [3,]  0.058596726  0.1474345751  0.007992812  0.020746350 -0.017872543
#  [4,] -0.189895058  0.1654954911  0.171826827 -0.106639569 -0.080153146
#  [5,] -0.110408261 -0.1752646725 -0.071279206 -0.131598069 -0.173546069
#  [6,]  0.211341863  0.0194394357 -0.254441763 -0.118424537  0.197204559
#  [7,] -0.047396110 -0.0268118013 -0.010402768 -0.243561956 -0.130502397
#  [8,]  0.101796998 -0.3773245100  0.249730139 -0.019428190  0.266633131
#  [9,]  0.144124977 -0.1650174565 -0.057130070  0.028731925 -0.103038380
# [10,] -0.095448302 -0.0459714814 -0.218734445  0.185895259 -0.218639801
# [11,] -0.176795869  0.0339402284 -0.225404052  0.078228039  0.134798815
# [12,] -0.134619513  0.1228610176  0.037602227  0.254378084 -0.128466280
# [13,]  0.191689381  0.0855240506  0.131826599  0.090791755 -0.065001428
# [14,] -0.205367451 -0.1179186080 -0.172554841 -0.333812369  0.147241598
# [15,]  0.043107034 -0.0951513118  0.207308028 -0.165389645 -0.161812391
# [16,] -0.069412195 -0.0127006902  0.086810856  0.196235981  0.239262050
# [17,]  0.221020775  0.2492498264 -0.033976068 -0.121287510  0.010917931
# [18,]  0.031321840 -0.0832225552 -0.132091547 -0.020346416  0.135304117
# [19,] -0.106602917  0.0534877026 -0.080565720  0.110959720 -0.296497690
# [20,]  0.083580417  0.1381406276 -0.031198878  0.313122140 -0.061248971
# [21,] -0.151795185 -0.1642504303  0.188490358  0.009799720  0.059459064
# [22,] -0.040409753  0.0906637863  0.087454665  0.040209765 -0.117953289
# [23,] -0.027177128  0.2060289202 -0.012315913 -0.141487271  0.072217967
# [24,] -0.050225410 -0.0100981120  0.096636441 -0.177137204  0.067265859
# [25,]  0.141455762 -0.0905306156  0.172100869  0.025333491 -0.158561056
# [26,]  0.005042720  0.0245468609  0.021547257  0.087804497  0.068931233
# [27,]  0.051620513 -0.0865669982 -0.174075137  0.027251217 -0.022640874
# [28,] -0.005842149 -0.0930612648  0.096687957  0.119069381  0.005725364
# [29,]  0.137495773  0.2486087373  0.024928373 -0.187310361 -0.063582343
# [30,]  0.164141636 -0.1516357035 -0.065656918  0.027859567 -0.001274818
# [31,]  0.060571695 -0.0001405804  0.025128358 -0.043858137  0.197137759
# [32,]  0.041584180 -0.0082860963  0.069318597 -0.076930135 -0.013360884
# [33,]  0.220137957  0.0649577451  0.102049706 -0.045706818 -0.007055413
# [34,]  0.193981439 -0.2368986058  0.017780243 -0.031262097 -0.238650242
# [35,] -0.073684050 -0.1416873477  0.010874373 -0.128227103 -0.082338894
# [36,] -0.097842124 -0.0006951542  0.159270474 -0.013600271 -0.085352219
# [37,]  0.029203719  0.0202159752  0.072597360 -0.001842683  0.014441138
# [38,] -0.117821749 -0.1687201945 -0.264531776  0.005785881 -0.122912993
# [39,]  0.091985081  0.0291209908 -0.117245995  0.039457841  0.001180699
# [40,] -0.004537495 -0.0279851268 -0.019455499  0.001548397  0.040589828
# [41,]  0.175893586 -0.0530153559  0.064054149  0.075134651 -0.011032107
# [42,]  0.171542353 -0.0088429194  0.185900219 -0.057805103 -0.046177306
# [43,]  0.061380854 -0.0524737314  0.041637499  0.012133524  0.165222017
# [44,] -0.254893026  0.0393066648  0.191139385  0.114065822  0.022188336
# [45,]  0.077937631 -0.1570904684 -0.030937823 -0.002589203  0.065914604
# [46,] -0.090880321 -0.1696099664  0.081162898 -0.015186067 -0.074074596
# [47,]  0.016371599 -0.0675394830 -0.021941376  0.177262371  0.090562218
# [48,]  0.035354275 -0.0018141241 -0.242629022  0.012546996 -0.024089184
# [49,] -0.150046651 -0.0055281429 -0.037357891  0.111964901  0.192067539
# [50,] -0.018675550  0.0371736641  0.043485447 -0.013757865 -0.062207191
# [51,]  0.054467748 -0.0892843851  0.006568683  0.079093073 -0.050709210
# [52,] -0.011924631  0.1394113146  0.107112444  0.158928393  0.012986546
# [53,] -0.179864876  0.0437042799 -0.002810590 -0.093920915  0.051040538
# [54,]  0.022169434  0.0732188996 -0.078892076 -0.152073390  0.045688495
# [55,]  0.137931811 -0.1237412160  0.017372448  0.021406863 -0.065192332
# [56,] -0.109486328 -0.0616752672 -0.246012557  0.193223222  0.016900491
# [57,] -0.053827963 -0.1273848510  0.129797757  0.030073161 -0.057028110
# [58,] -0.067958229 -0.1437842651 -0.062999125  0.022193494  0.168183561
# [59,]  0.088314969 -0.0397065720 -0.169361532 -0.208348953 -0.132019936
# [60,]  0.015292347  0.1178397093  0.092011891  0.018598584  0.028196298
# [61,] -0.066031359 -0.0607141413  0.103246626  0.054077012  0.181868971
# [62,]  0.128116383 -0.1612646303  0.046896107  0.099798225  0.080577230
# [63,] -0.035706557 -0.0101285264 -0.035883852  0.048714849 -0.087645420
# [64,]  0.151864655 -0.0375398709 -0.091248065  0.024062715 -0.038226595
# [65,]  0.033284495 -0.0657484180 -0.074399595  0.161103388 -0.050816870
# [66,] -0.066831036 -0.1935500352  0.030316332  0.083178995 -0.082387901
# [67,] -0.203625847 -0.0852699593  0.029442990  0.056484972 -0.133857960
# [68,]  0.166047615 -0.0301913206 -0.005391642  0.208109798 -0.075621072
# [69,] -0.054945991  0.1206800399 -0.100251803 -0.005606035  0.085845916
# [70,]  0.088230984 -0.1627960658 -0.097269176 -0.018789469  0.141971648
# 
# $prop_expl_var
# [1] 14.54  4.05
# 
# attr(,"class")
# [1] "mgpca"
library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                  n.var=c(20,50))
datos1 <- as.data.frame(sim.list$x)
datos1<-subset(datos1,select=-grp)
grupos <- sim.list$grp
mdr(group=grupos,data.x=sim.list$`lisx`,c=2)

# $variates
#           V1          V2
# 1  4.0641299 -1.61340401
# 2  3.2119872 -1.43297589
# 3  2.8554032 -1.86062800
# 4  6.4825855 -2.51514039
# 5  2.6217824 -0.09313698
# 6  2.8133942 -2.71808380
# 7  3.5616671 -2.28799241
# 8  2.3003623 -1.22003414
# 9  2.9635962 -0.64909772
# 10 5.5322024 -4.33226853
# 11 3.8589786 -0.38517129
# 12 0.7372864 -0.12505793
# 13 1.0057276 -1.22328620
# 14 3.8452176 -1.73422763
# 15 3.4886963 -0.89702202
# 16 4.8707263 -0.92915553
# 17 0.9795584  0.33522154
# 18 0.7784720 -1.24217499
# 19 2.9412858 -2.67783172
# 20 5.2325519 -2.54900823
# 21 0.6902519 -1.24254369
# 22 1.7379337 -1.72478696
# 23 1.1623852 -1.49629836
# 24 3.3450548 -0.02035555
# 25 1.8680239 -3.47182156
# 26 3.6481345 -2.70932445
# 27 4.7869264 -0.68735594
# 28 1.3549727 -1.21781516
# 29 1.7568612 -0.23895122
# 30 4.6956134 -0.90170419
# 31 5.1549927 -0.39516325
# 32 5.7194738 -1.16600165
# 33 5.9255825 -3.50588338
# 34 6.2775376 -0.91828651
# 35 7.1065112 -2.59716239
# 36 5.9164161 -0.15890491
# 37 5.6790599 -4.64752705
# 38 2.9737729 -2.67199799
# 39 4.4167380 -0.65678830
# 40 6.2685899 -1.73532536
# 41 5.2539394 -4.43518929
# 42 4.1095483 -1.10943443
# 43 5.3116500 -0.60316723
# 44 5.9447429 -2.76466072
# 45 6.7431829 -1.82264330
# 46 5.3703387 -1.42961927
# 47 5.1497159 -1.48660504
# 48 6.4581862 -1.71388723
# 49 6.4418267 -0.64346152
# 50 4.2683132 -0.92000978
# 51 5.8485775 -2.04944195
# 52 6.0986661 -3.91060550
# 53 3.5302523 -1.20073358
# 54 3.0213100 -0.72744858
# 55 7.0477371 -1.37799722
# 56 3.6560653  0.82621979
# 57 5.1950081 -3.02373914
# 58 3.5409485 -2.11821418
# 59 6.5911045 -1.42356528
# 60 5.3984041 -1.86084030
# 61 6.0026059 -5.02017632
# 62 2.3088436 -3.93160179
# 63 1.1506671 -1.61443753
# 64 6.7367041 -3.11069927
# 65 3.0730401 -2.98241949
# 66 3.2820499 -1.93566279
# 67 5.7724947 -2.95368283
# 68 5.1212485 -4.94640535
# 69 2.3425522 -2.56491559
# 70 7.3131423 -4.75470383
# 71 4.0736640 -1.29492898
# 72 5.1848496 -3.94183123
# 73 4.3872429 -4.88439472
# 74 2.6872828 -3.11480788
# 75 3.6542434 -2.75456072
# 76 4.7061790 -2.55422470
# 77 4.1805102 -4.16556194
# 78 2.0654690 -4.00823004
# 79 2.0308771 -2.57291871
# 80 4.3400506 -2.85247789
# 81 5.5608616 -4.39638281
# 82 5.0090808 -3.58210944
# 83 1.7131716 -0.34997703
# 84 3.3911168 -4.18897876
# 85 2.2865259 -2.95291037
# 86 4.5369620 -1.67799743
# 87 3.9657972 -4.59369882
# 88 2.4384697 -1.98969151
# 89 3.0102615 -4.49341474
# 90 3.3623177 -3.01301961
# 
# $loadings
#               [,1]          [,2]
#  [1,]  0.131997410  0.0434300196
#  [2,] -0.045132623 -0.0735790735
#  [3,]  0.126405845 -0.0259900396
#  [4,] -0.016711633  0.0574305570
#  [5,]  0.227199407 -0.1461426948
#  [6,]  0.031538312  0.1610500451
#  [7,] -0.129153860 -0.0334395778
#  [8,]  0.168231690  0.0607173544
#  [9,]  0.153450643 -0.0377398454
# [10,]  0.176674098  0.0319515034
# [11,]  0.052069630 -0.1292702675
# [12,] -0.061289750 -0.1121243212
# [13,]  0.178278862 -0.0626431280
# [14,] -0.008912988 -0.0470124842
# [15,]  0.203753144 -0.1440743480
# [16,]  0.065905122  0.1269049670
# [17,]  0.054292386 -0.1622882044
# [18,]  0.074816604 -0.1563625585
# [19,]  0.084843346 -0.0166060087
# [20,] -0.031852308 -0.0298148012
# [21,]  0.182101242  0.0697843595
# [22,]  0.110795342  0.2240433408
# [23,] -0.007631596 -0.1105822465
# [24,] -0.002117973 -0.1330349529
# [25,]  0.067719257  0.1118434967
# [26,]  0.015900061 -0.0499468169
# [27,] -0.099453078  0.0328936868
# [28,] -0.200112177 -0.0831184533
# [29,]  0.017194011  0.0620442317
# [30,] -0.005605961  0.2210802041
# [31,] -0.229790627  0.0280115580
# [32,]  0.086022932  0.1317126849
# [33,]  0.026550342 -0.0626659304
# [34,]  0.203369701 -0.0805393076
# [35,] -0.117626691  0.0505310216
# [36,] -0.074810577 -0.0015357714
# [37,] -0.200177522 -0.0170852242
# [38,] -0.026719379  0.1003285477
# [39,]  0.273417340  0.0188165026
# [40,] -0.014866662 -0.0370037016
# [41,] -0.038885908 -0.1146409724
# [42,] -0.006379466  0.1267818043
# [43,] -0.129710632  0.0007028311
# [44,] -0.022220940 -0.0248170525
# [45,]  0.080456675  0.0339197137
# [46,] -0.132472321  0.1351849313
# [47,]  0.052730720  0.0759818397
# [48,]  0.153700525 -0.0162485006
# [49,]  0.119385407  0.0581611429
# [50,]  0.005915082  0.0647050346
# [51,] -0.061736481 -0.0705038621
# [52,] -0.040036278  0.3001055676
# [53,] -0.067056254 -0.3107894984
# [54,]  0.041154723  0.2655039356
# [55,]  0.279341527 -0.0812823854
# [56,]  0.129758478  0.0041844086
# [57,] -0.074038782 -0.0832443228
# [58,]  0.086409574  0.0206902696
# [59,]  0.105575191  0.0320785516
# [60,] -0.090457038  0.2939757753
# [61,] -0.119686703 -0.0264350902
# [62,]  0.173842399  0.2514869002
# [63,] -0.117445651  0.2310767412
# [64,] -0.124648179 -0.0309445434
# [65,]  0.078983650  0.0533692164
# [66,] -0.078681081 -0.0844046439
# [67,]  0.112644816  0.0694078402
# [68,]  0.012485484 -0.1816817758
# [69,]  0.225968109 -0.0489435398
# [70,] -0.019080624 -0.1055881165
# 
# $prop_expl_dim
#  [1] 61.17 38.83  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"