A random matrix

data(rand_mat)

Details

Following code was used to generate rand_mat:


  set.seed(123)
  rand_mat = cbind(rbind(matrix(rnorm(20*20, mean = 1, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 0, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 0, sd = 0.5), nr = 20)),
            rbind(matrix(rnorm(20*20, mean = 0, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 1, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 0, sd = 0.5), nr = 20)),
            rbind(matrix(rnorm(20*20, mean = 0.5, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 0.5, sd = 0.5), nr = 20),
                  matrix(rnorm(20*20, mean = 1, sd = 0.5), nr = 20))
           ) + matrix(rnorm(60*60, sd = 0.5), nr = 60)
   colnames(rand_mat) = paste0("C", 1:60)
   rownames(rand_mat) = paste0("R", 1:60)  

Author

Zuguang Gu <z.gu@dkfz.de>

Examples

data(rand_mat)
rand_mat
#>              C1          C2           C3           C4          C5           C6
#> R1   0.61295063 -0.03306119  0.676578747  0.976033830  1.29805767 -0.262556824
#> R2   1.48384928  0.14887179  0.439108224  0.256163148  0.55842025  1.041716190
#> R3   1.89525572  0.61588652  0.614223252  0.231877137  0.82490882  1.353537941
#> R4   0.78383347  0.84319939  1.307021063  0.825228680  1.99284640  1.178122493
#> R5   1.37987243  1.20019015  2.036339657 -0.702539302  0.77851968  0.208548241
#> R6   2.33618126  0.51969138  0.416241742  0.943306534  1.11269218  1.431282022
#> R7   1.19321667  1.52878721  0.280586235  1.314833083  2.25051466  0.409066102
#> R8  -0.97161282  1.42248636  0.725211267  0.339021909  2.23573902  0.357008514
#> R9   1.47465577 -0.05931734  1.257149047  1.464615213  2.07858676  1.274153090
#> R10  0.40185374  1.05660261  0.776084780  2.360162352  1.37759115  1.654786349
#> R11  1.43746894  0.60548811  0.377984711 -0.157729877  0.96918363  0.385975244
#> R12  1.98922228  0.87482853  0.693121544 -0.598191417  1.59977565  1.713973345
#> R13  0.25136578  1.77829802  0.891900960  2.384000484  1.33716359  0.929773689
#> R14  0.50206918  1.89226287  0.942675038  0.318087408  1.32865108  0.507620800
#> R15  0.34735408  2.15264127  1.038295200  0.172948462  1.75543291  1.168606435
#> R16  1.23701588  1.50892042  2.444793495  1.083926404  0.78027989  1.652405917
#> R17  1.80056940  1.21286310  0.616667198  0.640453797  2.85054581  0.626842153
#> R18  0.64893949  0.63840567  0.893040396  0.482601087  1.84730070 -0.180040906
#> R19  1.60111602  0.97405278  0.733494013  0.738818106  1.22326738  0.327798309
#> R20  0.54390138  0.77758686  0.875124657  1.031414118  0.72904832  1.021180493
#> R21 -0.24861800  0.72718680 -0.317575541  0.786958851 -0.01201061 -0.981870239
#> R22 -0.86836225 -0.19529932  0.207624866 -0.006145468 -0.11037675 -0.621001211
#> R23 -0.57972732 -0.43977452 -0.142576932  0.634164734  0.49533343  0.994357567
#> R24  0.22699202  0.14465989 -0.855937219 -0.595783657 -0.91360430  0.398994378
#> R25  0.78997967  0.37518207 -0.042908397 -0.607764301  0.99564867 -0.471123741
#> R26 -1.05356212 -0.09986040 -0.439321215  0.937149551 -0.40812540  0.764416355
#> R27 -0.01538192  0.98369036  0.467915387  0.397928947  0.16203639  0.002411694
#> R28 -0.81469316 -0.78403095  0.478186868  0.968478636 -0.47236280 -0.739780210
#> R29 -0.23148609  0.91321608 -0.665282984  0.058007306  1.41620479  0.320553270
#> R30 -0.32557497 -0.96790335 -0.271103884  0.653959798 -0.16155302 -0.618814156
#> R31  0.79538087 -0.13820418  0.003553976  0.975373063  0.41922056  0.370913813
#> R32  0.72682971  0.08563757  1.034466252 -0.690436557  0.55490921  0.379129582
#> R33 -0.77161885  0.53804697  0.561552014 -0.574475891  1.48272618  0.643042949
#> R34  0.39980443 -0.53713576  0.203861759 -0.347359145 -0.30149703  0.131398924
#> R35 -0.48970245 -0.07937107  0.448712931  0.610868811 -0.16288839 -0.943741863
#> R36 -1.40354499  0.64770891 -1.086262206 -0.188954833 -0.24027404 -0.290602750
#> R37  0.40277990  0.89995376  0.885388953  0.932228187 -0.65019253  0.561576651
#> R38  0.55972601  0.60739666 -1.099515462 -1.149702608  0.07715843 -0.150847987
#> R39 -0.14181220 -1.47809285  0.844736906 -0.142937052  0.28926947 -1.420264800
#> R40 -0.11760580  1.20741157 -0.851526642 -0.528068357 -0.10728577  0.826859501
#> R41 -0.05539594 -1.08081787 -1.420281118  1.071456610  0.24460388 -0.789196055
#> R42  0.29692256  0.34711643  1.819549192 -0.004313759 -0.84666727  0.174521361
#> R43 -0.35813519  0.38483290 -0.984991197 -0.622263625  0.01727263  0.461823578
#> R44  0.98634534  0.18925290 -0.079949789 -0.282870416 -0.28193226  1.648394004
#> R45  0.83368532 -0.31745812 -0.348368514 -0.347198206  0.41284687  0.521263212
#> R46 -1.23271017 -0.07579148 -0.910301472  1.426870628 -0.08945808 -0.462506001
#> R47  0.28606076 -0.11444072 -0.542840692 -0.176801767 -0.04939557  1.279090440
#> R48  0.89921813 -1.05093472  0.846208844  0.874023681 -1.28881186  1.053980735
#> R49  0.19326864 -0.68949465  0.965722352  0.093582900 -0.36104635  0.309916266
#> R50 -0.21418409 -0.59556771 -0.336083894  0.415734037  0.08719311  0.215104268
#> R51 -0.90791025  0.76052547  0.273255149 -0.480076550 -0.02499201  1.658899631
#> R52 -0.31850073  0.34846586 -0.098053823  0.218484836 -0.50898486 -0.928912750
#> R53  0.25772845  0.18511379  0.496465365 -0.877326286 -0.83257371  0.299373006
#> R54  0.05000064  1.41657503 -0.801102845  0.510468487  1.27019599 -1.384794645
#> R55 -0.07362834 -0.82849558  1.340905063  1.728653790  0.53673249  0.146178154
#> R56  0.34059651 -0.18060383 -0.843116879  0.488093887 -0.17233475  0.945746003
#> R57 -0.21072178 -1.55198468 -0.540666009  0.675274154  0.26480812  0.341354415
#> R58  0.70982537 -0.25461411 -0.345162766  0.384722562 -1.01049746 -0.537142314
#> R59 -0.87305577  0.23853812 -0.094445054  0.799210339  0.61110508  0.457474278
#> R60 -0.31193107 -0.53346926  1.164712651 -0.586849844  0.22965439  1.513556243
#>              C7          C8          C9         C10         C11         C12
#> R1   2.14165479  2.37264432  1.44246479  0.45521761  2.42490181  0.44555857
#> R2   0.23857481 -0.04384644  0.37377204  1.46183809  1.20862249  2.47775732
#> R3   0.95004069  0.46832402  1.20898650  0.52817982  1.51392394  1.25675504
#> R4   1.65128579 -0.75549743  3.16598753  0.71272461  0.23449374 -0.09002074
#> R5   2.02145372 -0.04792955 -0.08665111  0.85434922  0.23659996  1.50421400
#> R6   0.34711855  1.47671538  0.95680840  0.71554291  0.59270361  0.73054878
#> R7   0.61890788  0.83000649  0.82220574  1.64325438  0.25534982  0.94417723
#> R8   1.73920258  0.64402806  2.24390220  0.65583519  1.37616395  0.75426195
#> R9   1.81881754  1.31200545  1.01126376  0.97581709  1.79524075  1.99048128
#> R10  0.44069582  0.38553768  1.75850216  1.43713706  1.15038815  0.04057070
#> R11  1.77754408  0.91738110  0.94044537  0.66654462  1.41330740  1.38311619
#> R12  0.44171745  1.58740618  1.08706162  0.99555107  1.19828269  1.48732470
#> R13  1.05545206  0.67413205  1.23058485  0.56309847  2.09674296  0.62798568
#> R14  0.63516165 -0.30924981  1.99290420  0.43701350  0.96182620 -0.13611091
#> R15 -0.03265025  0.72518931  1.04580045  0.53978037  0.85285333  1.10179040
#> R16  3.01309580  0.24769702  0.73191375  1.49383830  1.09484473  0.30886280
#> R17 -0.42966027  1.82481575  0.17634623  1.59787375  0.21625752  2.04763942
#> R18  1.58603046  0.64637783  0.87743422  0.48382193 -0.47473673  1.38129601
#> R19  2.87088064  1.46956634  0.95658518  0.53611390  0.25522701  0.98560580
#> R20 -0.02745785  1.50300524  0.51776517  0.52999323  1.07352039  0.29563948
#> R21  0.07396227  0.79228657  0.11572065 -0.12068552  0.04780471  0.13466338
#> R22 -0.02998532 -0.26082500  1.03287470 -0.47099827  0.14385813 -0.44826881
#> R23  0.30106535  0.51875174 -1.00469083 -1.28931157  0.20381291  0.73169917
#> R24 -0.30953500  0.05586709  1.01273320  0.30239491 -0.63877061  0.36993510
#> R25  0.04442864  0.34595194 -1.17798726 -1.02183881  0.25308136 -0.72403070
#> R26  0.31029625 -0.08973669 -0.22800061 -0.13072099 -0.41443911  1.23844184
#> R27 -0.39057173 -0.10221100  0.41572742 -0.63332517 -0.64675544 -0.28853369
#> R28 -0.66817863 -0.44257127  0.19890627 -0.85627414 -0.69728627 -0.54148488
#> R29  0.74836895  1.09248676 -0.49109843  0.42755111  0.49993796 -0.50021032
#> R30 -0.04982067 -0.47968528 -0.58897327 -0.13559380 -0.82128431  2.20492170
#> R31 -0.78431288  0.16107995  0.32474881 -1.32024806 -0.25978245 -0.03167545
#> R32  0.05564136 -1.76790530 -0.70198394 -0.26473350 -0.55916592 -0.06201181
#> R33 -1.86268043  0.26190559 -0.10975295  0.21260121  1.23950149 -0.09765163
#> R34 -0.15948787  0.75806883 -0.27770725  0.40389535 -0.12366532 -0.71760503
#> R35  1.12267095  0.59152237  0.07098699  0.51140526  0.85633119 -0.23223878
#> R36 -0.31378012 -1.03900696  0.10308221 -0.18443809 -2.04921624 -1.78571271
#> R37  1.21637544 -0.35871868  0.06357092  0.43477617  0.13260091 -0.72925644
#> R38  0.78668076 -0.70083223  0.26127196 -0.78202520 -0.28955564  0.87508325
#> R39 -0.64170655 -0.02562158 -1.10013640  1.14528044 -1.15928573  0.29017370
#> R40  0.45939053 -0.01839902 -0.37674794  0.44334845 -0.39187474  0.17704093
#> R41 -0.10873304  1.24889619  0.36841911  1.30235362 -0.68056768  0.63454237
#> R42  0.21898133 -0.96303320  1.16752696 -0.73204300 -0.18554716  0.37490909
#> R43  0.31723348 -0.64528156  0.54559247 -0.05186537  0.15053753  0.89045099
#> R44 -0.45956951 -0.49890869 -0.09332625  0.40431926 -0.24817076  0.72520743
#> R45 -0.68047485 -0.08623726 -0.80210112  1.00809445 -1.24963871 -0.75183408
#> R46  1.76157347 -0.46403963 -0.29303593 -0.69956081  0.59828203  0.96847463
#> R47  0.06795117 -0.30854793 -1.23947162 -0.21612051 -0.25134240  0.85296831
#> R48  0.28596015  0.42653345 -1.30172732 -0.08210251  1.23538123  1.11121009
#> R49  0.64751468  0.19371787  0.12218237 -0.57420239  0.39873339 -0.26008234
#> R50  0.78182438 -1.08006714  0.96034886  0.57778946 -0.58489538  0.38023152
#> R51  1.01411495 -0.03885724  0.42445200  0.73366756  1.49779336 -1.59728127
#> R52  0.09281349 -1.56630513 -1.13302397 -0.78346711  1.57139317  0.21943058
#> R53 -1.01038549  0.24156128 -0.49751554  0.58244626 -0.34619411 -1.22136285
#> R54 -0.63091708  0.67067826  0.17064240  0.25371150  0.59003924 -0.29544623
#> R55  0.04337289  0.56087524  0.33839552 -0.06105072  0.09953185  0.34774340
#> R56  0.06071158 -0.28409264 -0.21700477  0.66825827  0.24422504 -0.08243692
#> R57 -0.61535208 -0.56761575 -0.11880742  0.54872017  0.06605632 -0.18765660
#> R58 -0.78966147  0.07057435 -0.02138050 -1.00195940 -0.40657008 -0.11792320
#> R59  0.00764071 -0.74540472 -0.13310018 -0.22410867 -0.49182773 -0.95905087
#> R60  0.21274475  0.83778064  0.39915409 -0.62007660  1.20175878  1.22128526
#>             C13         C14          C15         C16          C17          C18
#> R1   1.15002482  0.02705805  0.818827062  1.05956465  0.752348585  1.620500678
#> R2   0.63586202  0.31932980  0.834014745  0.27445354  2.166093072  1.496539988
#> R3   2.48814930  1.76278121  0.701971551  1.18535089  0.190091838  1.410307690
#> R4   0.22647016  2.50176099  1.297618433 -0.01634545  0.784910011  1.501933553
#> R5   0.40931318  2.34534378  1.018199792  1.15541278  0.858155181  1.335311246
#> R6   2.06575361  1.92803818  0.144423903  1.79448790  1.315263919 -0.310921806
#> R7   1.29265483  0.66494687  1.862219925  0.60398643  0.989747964  1.068514699
#> R8  -0.42668054 -0.21660150  0.576159368  1.04990980  1.424207729  1.975274006
#> R9  -0.15020142  0.44665852  0.544211800  1.96443759  1.470748307  0.137063813
#> R10  1.26593993  0.60932861  0.323863020  0.94996626  0.840349608  0.826690453
#> R11  1.05241621  1.15254528  1.300208185  1.87270599  1.832781228  2.208918121
#> R12 -0.45318137  1.16991910  1.571431076  1.32374394  1.219151491 -0.553223108
#> R13 -0.02505237  1.60642344  1.405861167  0.43654713 -0.323649107  1.976567175
#> R14  1.19913329  0.68777216  0.421838925  0.75362618  1.691768649  0.724667569
#> R15  2.24362161  2.22641190  1.919343437  1.47137522  1.678535139  0.292680117
#> R16  0.76524965 -0.44758929  1.167933141  1.26643657 -0.615717376  1.147674593
#> R17  2.14061093  1.33496119  1.505546131  1.31403409  0.901387961  1.743053171
#> R18  1.00848385  0.87804135 -0.712879456  0.31769765  0.709995785  2.601253329
#> R19  0.85983215  1.08088808  0.547568861  2.17009914  1.786765763  0.008708221
#> R20  0.90842037  0.19148544  0.672778390  0.84006260  1.685941261  2.595537183
#> R21 -0.45787280  0.41538519  0.508821938 -0.06082480 -0.071548230 -0.330963376
#> R22  0.14846993  0.30225371  1.426135695 -0.96501643 -0.256994746  0.565751992
#> R23 -0.37125868  1.16100372 -0.936422734 -0.14913980 -0.782998515  0.011572028
#> R24  0.34836118 -0.57060212 -0.941137213 -0.37823456 -1.401336667  0.203071310
#> R25 -0.52003177  0.59847044 -0.958611380 -0.41153427  0.291575173  0.834403126
#> R26 -0.45004273 -0.37528643  0.186900865  1.79075400 -0.330266488 -1.204351580
#> R27 -0.90065170 -0.03832105 -0.103842192  0.91493227  0.005996447  1.317035685
#> R28 -0.28459690 -0.69205577  0.486282675  0.03808188  0.786824242 -0.221816090
#> R29  0.45222313  0.12155781  0.225072518 -0.19634501 -0.308179841  1.125502613
#> R30  1.02900375  1.57246628 -0.915327330  0.53647081  0.515841869  0.237346575
#> R31 -0.94998524 -0.45243726  0.178198681  0.45137846  0.746524067  0.013598390
#> R32 -0.01010816  0.15805427  0.012310773 -1.09898859 -0.358358355 -0.295290877
#> R33  0.85745620 -0.27096878  0.564906493 -0.16690235 -1.912112433  0.084941553
#> R34  0.48211604  0.49406992 -0.702533341 -0.20162609  0.590904971  0.391865674
#> R35  0.19759393  0.27980949 -1.426302924  0.67591572  0.149341424  0.010627968
#> R36  0.17490566 -1.33917031  0.644538074  0.29653245 -0.397015251 -0.439493148
#> R37  0.75321794 -0.44473039  0.387593803  0.74311526 -0.592873431  0.930924090
#> R38  0.23121803 -0.85730958 -0.698999119  0.81561989  0.589411532  0.512563637
#> R39 -0.57591638 -0.17245762  0.008123081  0.76444929  0.215867577 -1.658550083
#> R40 -0.42341671 -0.75135056 -0.315737204  0.53173776  0.750625971 -0.005939069
#> R41 -0.78954563  0.97257494  1.117151539  0.48553057  0.136950853 -0.553981163
#> R42 -0.25203846  0.48509530  0.492484482  0.43817737 -0.441049937 -0.468593681
#> R43 -0.62509025  1.18944912  0.281006499  0.11047677  0.169905379  0.244550051
#> R44 -0.33687886  0.67077026 -0.920368876 -0.05956927  0.529725811  0.469377015
#> R45  0.70799033  0.08559675 -0.769962839 -0.21583466 -0.901015626  0.335095662
#> R46 -0.97029056 -0.27721184 -0.816231052  0.33792049  1.352728077 -0.640761636
#> R47 -0.59763790 -0.09538272 -1.134914772 -1.08432445  0.141779177  0.141407810
#> R48 -0.34873684  0.42185705  0.270128443 -0.55436396 -0.081375421  1.114483648
#> R49  1.27242847  0.26748169  0.800703213  0.13789340  0.444600375 -0.769004968
#> R50  0.04710081  1.20845710 -0.805073438  0.09908281 -0.345916271  0.308107110
#> R51  0.08163570  0.38146590  0.525378916 -0.29557314 -0.159684844 -0.608317652
#> R52 -0.38701802  0.17425227 -0.744357242  0.96809365 -0.691794744  0.254442073
#> R53  0.68119570 -0.48385145  0.532092229  1.11391628 -0.349603983  0.430560744
#> R54  0.09382677  0.21444236  0.468449590 -0.88132182 -0.203943749  0.620120097
#> R55  0.58867648 -0.04268149 -0.429299559  0.59801075 -0.742869059  0.893963579
#> R56  1.92824401 -0.12858185  0.149400734 -0.44174180 -0.140251267  0.004594599
#> R57 -0.40472302  0.27334712  0.183855181 -0.27133016  0.207496019  0.209471392
#> R58  1.48918860 -0.70424630  0.830076699 -0.30519327  0.313657995 -0.412511417
#> R59  0.29122605  0.54663304  0.305878032  0.06637251  1.251922255 -1.309137038
#> R60 -0.50648804 -0.94647144 -0.436130212 -0.91034674 -0.400892234 -0.733523846
#>               C19         C20          C21         C22          C23
#> R1   1.0291593468 -0.40423341 -0.006431740  0.99216025 -0.464115800
#> R2   1.1187526055  1.41775612 -0.324169272 -0.29601211  0.281718785
#> R3   0.9043238746  0.67670234 -0.355515951 -1.85605215  0.830931615
#> R4   1.9727623694  0.32937689 -0.394087702 -0.07132907 -0.360603145
#> R5   1.1577333662  0.69366615  0.296954950 -0.56924457 -0.573142210
#> R6   1.3823318503  1.97848531  0.408868026  0.42869442  0.667823919
#> R7   0.8026159272  1.90582709 -1.140786186 -0.60270275 -0.149497260
#> R8   0.3990539031  0.67676187  1.137397924  0.50861556 -0.008010103
#> R9   1.0153048331  0.32624900 -0.987453459  0.03349683  0.575195444
#> R10  0.5563811698  1.98029054 -0.591383511  1.14178016 -0.186299876
#> R11  1.6275382427  0.59461385 -0.190401442  0.32866459  0.602691638
#> R12  0.3979690383  0.01054618  0.561053702  0.53219174  0.262825982
#> R13  1.3591635279  1.41750610  0.187492900  0.01720469  0.068859907
#> R14  1.5543692785  0.47736083 -0.485432098 -0.33676645  0.424937910
#> R15  2.1112001958  0.75370841 -0.176062787  0.44933455 -0.266753817
#> R16 -0.1147905216  1.23667394  0.548319122 -1.41491356 -0.374908981
#> R17  0.1258335919  1.18953319 -0.770467701  0.54964539 -0.101967237
#> R18  1.3345600537  1.74603021 -0.390228428 -0.56341140  0.736193347
#> R19  1.3095359376  0.40907284  0.104371955  0.40423611  1.056040217
#> R20  0.2683577409  1.29543166 -1.183572914  0.58912599 -0.282914809
#> R21  1.1427377988 -0.20437421  0.776431592 -0.23380937 -0.104274112
#> R22  1.1459226414  0.99478221  1.535026037  2.57860501  0.925241476
#> R23 -0.4213682720  0.10734677  1.185539012  0.31814948  0.965657621
#> R24 -1.0547528869 -0.33673557  0.536556594  0.72711840  2.330409762
#> R25 -0.5326456563 -0.88696636  0.470197150  0.99141740  1.030952582
#> R26 -0.0314573812 -0.68764548  0.621049444  1.15164290  0.933821445
#> R27  0.7624175378  0.12558873  2.068634674  1.71147090 -0.109618329
#> R28  0.0632232515 -0.46097606  2.000922987  2.02803426 -0.777587285
#> R29 -0.5511721406 -0.39777425  0.896408827  0.50737808  1.605950709
#> R30  0.8947191384  0.45054629  1.568256030  1.02644430  0.303213716
#> R31 -1.1978817370  0.16619882  2.035101350  0.35486994  0.379846457
#> R32 -0.0937080540 -0.83481125  1.279049716  1.47189061 -0.315839249
#> R33  0.2853036674  1.17960761  1.550124081  0.75339232  1.639617701
#> R34 -0.9508931730 -0.60928746  0.355487466  1.66514375  0.795035815
#> R35 -0.3402323003 -0.16476250  0.819136339  0.88327486  1.152953679
#> R36  0.7062694805  0.71104258  0.204469380  1.61902144 -0.136875646
#> R37  0.2435427753 -0.38695979  0.982795284  0.43870643  1.054396682
#> R38 -0.3863179344 -1.00301541  0.811784206  2.05459098  0.783117784
#> R39  0.0747019612  0.36015026  1.434667258  0.46714176  1.508947385
#> R40 -0.6744164264  1.13428193  0.640590018  0.65038265  0.761206343
#> R41  0.0380792272 -0.29485132 -0.435605502  0.48333440 -0.318087804
#> R42 -0.1789887725 -0.69650446  0.630590937  0.06471472  1.235670500
#> R43 -0.3975348959 -0.49258663 -0.554090877  1.20125343 -0.333667134
#> R44 -0.2489670244  0.50840001  0.593249243  0.16309505  0.487165178
#> R45 -0.8756033696 -0.05050253  0.138579748 -0.19670852 -0.835763843
#> R46 -0.6347619509  0.16552225 -0.402367175 -1.33780706 -0.345874393
#> R47  1.2793050740 -0.81326570 -0.500401237 -0.05030698 -0.763267414
#> R48  0.1682046394 -0.44747027 -0.343064465 -0.28139040  0.369133750
#> R49 -0.4110249740  0.42102166  1.100458539  0.64400842  0.249561907
#> R50  1.5321850828 -0.79623789 -0.725521811 -1.15636512 -0.806007613
#> R51  0.0003553306 -0.00905484 -0.609129191 -1.11595781 -0.355820589
#> R52  0.4762376555  1.26972627  0.002971535 -0.62678508 -0.984304008
#> R53 -0.1549476642  0.78169489  0.457785708  0.91727494  0.812516350
#> R54 -0.3927822555  0.44055482  0.951578990  0.75813844  1.495702084
#> R55 -0.1365752310 -1.95337190 -0.369303289 -0.31655111 -0.855927298
#> R56  0.1076711783  0.64657980 -0.546304084  0.92176194 -0.706921376
#> R57 -0.7718482959 -0.22646401 -1.009060816  0.78459411  0.536862892
#> R58  0.2052991434  0.52385755 -0.491576331  1.04908362  0.974950851
#> R59 -0.9587365210 -0.16547758  0.238307225 -0.04712487  0.295025959
#> R60  0.6959521748 -0.42510524  0.411876161  0.56039966  0.239422267
#>              C24         C25         C26         C27          C28         C29
#> R1   0.060009415  0.41543050 -0.24810172  0.39130518  0.096871435  0.69921656
#> R2   0.546166559  0.14225195 -0.03904196 -1.22784696  1.413602559 -0.63124067
#> R3  -0.357405315 -0.09353667 -0.21409025  0.92269469 -0.272649889  0.37343469
#> R4   0.865344672 -0.86886502  0.56354259  2.22029970 -0.256162850  1.72830282
#> R5  -0.187869538 -1.07672295  0.20813846  0.15659707 -1.473655152 -0.63892920
#> R6  -1.037183369  0.09621510  0.12963910  0.18719690 -0.353061700 -0.19711681
#> R7   0.462991348 -0.04940879  0.05421166  0.70477333 -1.360818293  0.74231423
#> R8   0.087932961 -1.77294627  0.08012379 -0.57471913  1.203217751 -0.14635992
#> R9   0.407562279 -0.04745058 -0.66016142  0.75936110 -0.610013407  0.60749633
#> R10 -0.210214238 -0.84296533 -0.47331150 -1.05517232  0.328101463  0.59825517
#> R11  0.312110776 -0.98619094  0.80630670  0.10209218  0.147454155 -0.41977524
#> R12  0.501245419  0.88644808 -0.05818735  0.31177508 -1.370527581 -0.63002573
#> R13  0.108715252  0.03447775 -0.21068464  0.51981752 -0.161863464  0.39519366
#> R14 -1.113415938  0.74258970 -1.04901154  0.35825641 -0.093893745 -0.36516388
#> R15 -0.768337841  0.11179339 -0.14716555 -0.38065824  0.680790877 -1.29883735
#> R16 -0.310511273 -0.53469762 -0.19008895 -0.79080469  0.693384092  0.20335700
#> R17  0.836678992  0.45866121  0.33475151  0.34590675 -0.341758850 -0.31938645
#> R18  0.408293153  0.25505517 -1.40508212 -0.47035502 -0.540810316  0.56773301
#> R19  0.583142452 -0.44522340 -0.14186734 -0.12746554 -0.200994871 -1.04565050
#> R20  0.054559628  0.60716097  0.14525465  0.01588560  0.079790920 -0.24897927
#> R21  1.264513938  1.04096304  1.13772244  1.07111942  0.601828661  0.41060923
#> R22  1.566525596  1.38439404  0.84354233  1.58263762  0.819176433  0.14466587
#> R23  0.711414711  1.31850324 -0.58436026  0.96899810  0.906315599  1.35734474
#> R24  0.913881517  1.76940157  2.12372816 -0.22494334  2.421170136  0.92550919
#> R25  1.124768416  1.56154296  1.51101928  1.11649832  1.120792372  1.89551862
#> R26  0.943448414  1.14653046  0.56295510 -0.21515118  0.481167727  1.33679597
#> R27  1.809283338  1.33238416  0.49910261  0.84893490  1.512932797  0.92087664
#> R28  1.615896855 -0.45911529  1.28544022 -0.11403302  0.178050667  1.84296547
#> R29  0.994024634  0.21286004  1.55250275 -0.56183692  1.823013062  1.89750459
#> R30  1.630343127  0.90458879  1.84403326  1.28743207  1.351664816  0.77476640
#> R31  0.440376502  1.58541239  0.02956576  2.27022481  0.424802132  1.45959011
#> R32  2.125604856  0.35761607  1.51314527  0.46879311  1.086279252  0.38920865
#> R33  1.281776012  0.44686831 -0.07990497  1.89322934  0.204712775  1.50100863
#> R34  0.611962073  2.18193567  0.37685668  1.90075022 -0.269137475  1.82493040
#> R35  0.892261537  0.39208415  1.13514658  0.04007883  1.098585882 -0.80096766
#> R36  1.850477835  1.13341081  1.09052923  1.43886280  2.388464810  2.03040816
#> R37  0.935851141  1.06260001  1.71125667  1.11741713  1.244087991  1.36897609
#> R38  0.319492251  1.36974784  0.05693740  1.42478923  1.868860039  1.35295077
#> R39  1.784499205  1.21279265  1.57506099  1.38609878  0.370760291  1.38178614
#> R40  0.990846812  1.36017583  0.99050221  1.12896938  1.573500566  0.59232968
#> R41  0.114960065 -0.20426953  0.01871801  0.51017052  0.539683733 -0.50346794
#> R42 -0.784113640 -0.23429917 -0.20526403 -0.52207456 -0.650355247  0.67897212
#> R43  0.426054163  0.01317984  0.86162527  0.92122343 -0.998666671 -0.08771366
#> R44 -0.388206485 -0.14205897 -0.26010156 -0.73006336  0.007081874 -0.69390073
#> R45 -0.003451739  0.16057060  0.72048789 -0.01362639  0.077174281 -0.50744283
#> R46 -0.799141947 -1.38807380 -1.38739561  0.70777701  0.158467592 -0.71702277
#> R47  0.589291477 -0.72815223 -0.20594268 -0.50851073 -0.034551039  0.04902632
#> R48  0.248598865 -0.11155706 -0.03726177 -1.56622007  0.161833827 -0.34590419
#> R49 -0.602783234 -1.23242208 -0.14826321 -0.28700631 -0.585855455  1.35096855
#> R50 -1.003474936 -0.23129002 -0.06068363  1.12201978 -0.681260378  0.22826186
#> R51  0.285767257  0.80977378 -0.38067612 -0.77420252 -0.075333803 -0.09899155
#> R52  0.125546947  0.05724249 -0.33139676 -0.12820338  0.685341047 -1.23836364
#> R53 -0.351207728  0.37511129  0.16629207 -0.55608509  0.707543095 -0.60436253
#> R54 -0.309048951 -0.32223919 -0.37288925  0.75025895  1.253041006 -1.05475767
#> R55 -0.399265544  0.14694788  0.62891670 -1.34276565 -0.176557490 -1.34993261
#> R56 -1.131774757 -0.07384853 -0.63485123 -0.15174614 -0.239781925 -0.15955934
#> R57  0.233163917 -0.08968728  0.51420227 -0.04214764 -0.259697729 -1.67499224
#> R58 -1.485652945  0.18295400  1.12920437 -1.61830160 -1.318587823 -0.44292201
#> R59  0.130233817  0.27495707 -0.02694366  0.19299274 -0.069805280  1.04141308
#> R60  0.486215228  0.39510263  0.09394159 -0.91936786  0.494963208  0.29679861
#>             C30          C31         C32         C33          C34          C35
#> R1   0.50047204 -0.845160601 -0.31639969  0.03141405 -0.075785126  0.986824041
#> R2  -0.08390300  0.124056583 -0.13840365  1.09448537  0.993250312  1.068586338
#> R3   0.92601466  1.186152352 -0.54740866 -0.44131893  0.031444838  0.251704792
#> R4   0.12990103 -0.235269342  0.90057243  0.20223319  0.545539971  1.202328553
#> R5   0.61335565 -0.051838256 -1.32634608  0.20791941 -0.890955922 -1.559441965
#> R6  -0.97749414  0.960506318  1.06956267 -1.14489112  0.061003644  0.679902409
#> R7   0.16513908  0.228845678 -0.19408199 -1.47330325  0.118766809 -0.082118709
#> R8  -0.16449502  0.689149240 -0.23890639 -1.14162350  0.556498746  0.090825876
#> R9   0.98434200 -0.724683159 -0.16631202 -0.42518567  0.693982820  1.170782378
#> R10 -0.85255991  0.404414930 -0.23434060  0.03047026 -0.891835499  0.255904502
#> R11  1.18016822 -0.500248940  0.99336996  1.32444415  0.554608243  0.072465823
#> R12 -0.61768586  0.068667241  0.40710829 -0.15438551 -1.139901318 -0.006340183
#> R13  0.59168335 -0.284443488  1.15063757  0.45084247 -1.300998231 -0.486446348
#> R14  0.32946449 -0.668786522  1.01027892 -0.10329935  1.030650601  1.732798645
#> R15  0.76035268  0.801416615 -0.53972150  0.21707831 -0.490847150 -0.740119780
#> R16 -0.51676195 -0.192396844  0.64855636  0.07646171 -0.462533785 -0.399500904
#> R17  0.54364172 -0.267938841 -1.31146708  1.19965594  0.866891078  1.169566598
#> R18  0.93180995  0.025608949  0.41548865  0.70558056 -0.392665290  0.460133923
#> R19 -0.30047338  1.579661756 -0.99225450  1.31125545 -0.421506959  1.153196372
#> R20  0.12987852 -0.012026080 -0.73638475  0.37801693  0.661552232 -0.697566235
#> R21  0.53333605 -0.391990254 -0.05694405  1.14131784  0.760633314  1.151659689
#> R22  0.82474805  0.606135632  1.20332520  0.98921289  0.253060012  0.063238849
#> R23  1.59481671  1.556454840  1.78601317  1.20237467 -0.063043339  2.347776474
#> R24 -0.26141022  1.489818766  0.82188328  1.18657138  1.162017485  1.264302126
#> R25  0.87937363  2.093594892  1.28677685  1.78529484 -0.235460874  1.533073172
#> R26  1.35193823  1.738045264  1.42955370  0.89084955  1.450888696  1.200320492
#> R27  0.22345170  0.333877391  0.80112908  0.99314061 -0.309123420  2.133728900
#> R28  1.41559240  1.178214546  2.28737237  0.33368642  0.548582336  0.581916530
#> R29  1.15835996  0.765490415  0.46855372  1.14465853  0.940564727  0.817497895
#> R30  0.32369936  0.267930839  0.55867321  0.65989382  2.264558911  1.215494923
#> R31  0.75889930  2.267471971  0.44689344  0.24768102  1.443589721  0.783993216
#> R32  0.26945982  0.858357373  0.58635302  1.88385176  1.733409042  1.563375204
#> R33  1.75317565  1.572728837  0.08091851  1.73329903  1.848063087  2.729120716
#> R34  0.53505870  0.332180454  1.20161680  1.14938967  0.276650708  1.355132603
#> R35  1.17675696  0.884280995  1.29671452  1.45549792  0.504321729  1.122805432
#> R36  0.93681494  0.828660257  1.75664861  1.56493442  1.219679187  1.035407531
#> R37  2.24043361  0.700582876  0.46439982  0.93644387  1.880455675  1.129133425
#> R38  0.67097044  1.826262932  1.62250767  0.90499189  0.192687141  0.865665586
#> R39  0.55729004  0.352456356  1.16245365  1.36816020  0.978726915 -0.771444694
#> R40 -0.29797299  1.911509598 -0.02042976 -0.57603572  0.621800729  1.151252977
#> R41  0.40629539  2.282301481 -0.77303497  0.95881447 -0.106829176 -0.438108765
#> R42 -0.53299700 -0.452441797 -0.19110372 -0.40087206 -0.136456934  0.220885363
#> R43  0.37086427  0.096225501 -0.86956465  0.32642039 -1.058818820 -1.094649575
#> R44  0.44898873  1.468177181 -0.71942518 -1.02466634 -0.030553020 -0.140882954
#> R45  0.04020462  0.199613515 -1.04741504  0.60428010  0.571952172  0.984588368
#> R46 -1.64894886 -0.305777689  0.42089553 -0.68253825  1.035744734 -0.111075574
#> R47 -0.54324675  1.486602546  1.89596632 -0.04433581  0.024307987 -0.183676626
#> R48  0.36785257 -0.745208992 -0.39571502 -0.01707000 -0.210140623 -0.008772457
#> R49 -1.00688688 -0.003349724  0.04598567 -0.08065814 -1.329681100  0.230688916
#> R50 -0.28975376  0.548430956 -0.06304088 -1.63267016  0.137135705  0.040679960
#> R51 -0.42948443 -0.128315842 -0.51548189 -1.17139737 -0.615465511 -1.801598904
#> R52  0.16541779  0.375592278 -0.77057494 -0.51137558  0.518043546  0.299808772
#> R53  0.10362025 -0.456347794 -0.02523814 -0.13573432 -0.208066000  1.210799541
#> R54  0.54307275  1.277681307  0.51681098 -0.75837253 -0.139414059 -0.608321322
#> R55  0.80770018  0.077859262  0.08325733  0.20660355  0.230184830  0.444513122
#> R56  0.45663777 -1.065777373  0.75391501  0.32230574 -0.730566199 -0.086139121
#> R57  0.49161856  0.757973324 -0.07120558  0.02115091  0.373864925  0.130812730
#> R58 -0.59447136 -0.041093532  1.02880267 -0.63813026 -0.049393957  0.166044312
#> R59  0.66104149 -0.013105582  0.40492406 -0.26728480  0.361665049 -0.115092196
#> R60 -0.27385574  0.286615630  0.04365518 -0.30896925 -0.006353188 -0.255839912
#>              C36          C37         C38          C39         C40          C41
#> R1  -0.776440265 -0.112557373  0.49027289  0.091479751 -0.34451701 -0.091181587
#> R2   0.118027894  0.237931663  0.20019147  0.494153365  0.07421757  0.732552305
#> R3  -0.950584005 -1.232560888  0.89278284  0.064782069 -0.33062111 -0.140215055
#> R4  -0.038609241 -1.015525368 -0.34041696 -0.110698349  0.63003138  0.242409542
#> R5   1.251733494  0.007321135  0.60086743 -0.114239847  0.05561601  1.156525843
#> R6   1.143758878  0.164056991  0.40875564 -0.076258376  0.71305065  0.324175885
#> R7  -0.038837238  1.375737374  0.44012451 -0.028569508 -0.22596846 -0.385747233
#> R8  -1.026336370 -0.709731143  0.08325707  0.618658896 -0.73330276  0.358701284
#> R9   0.870892638  0.154174320 -0.34219022 -0.444382271  0.95129209  0.256756081
#> R10  0.175481841  0.452403241 -0.16715828  0.249718969 -0.54692717 -0.004294129
#> R11 -0.070683557  1.253259846 -0.31612314 -0.031266798 -0.49704619 -0.291894351
#> R12 -0.183865310  0.671083601 -0.99328661 -0.263510290  0.31603982 -0.300493943
#> R13  0.270897154 -0.673728215 -1.01674863  0.280646512  0.12544145  0.379580563
#> R14  1.080146825 -0.495526191  0.29263734 -0.348930770 -0.48776897  1.484792591
#> R15 -0.720601437  0.666489397  0.43690473 -1.583877368 -1.09071905 -0.275768862
#> R16 -0.613332240 -0.588966943 -0.39220017  1.225497289 -0.23986055  0.462002654
#> R17  0.025679747 -1.376361503  0.17406427 -0.314775586  0.30790850 -0.379851590
#> R18  0.936346815  0.149987960  0.05993783 -0.386665687  0.84950460  0.428392254
#> R19 -0.321819558  0.125236670 -1.14546995 -0.329425886 -0.70582712  0.336409964
#> R20 -0.299904929  0.190926754  0.54014389 -0.752862422 -0.04970230  0.258347394
#> R21  2.231718718  0.256168517  2.10901975  0.384387096  1.25354013  1.653166841
#> R22  0.544808948  2.143753849  0.84773618  2.172231131  1.43853578 -0.081393677
#> R23  0.423560015  0.713194358  1.55733494  0.643651864  0.37453034 -0.229384218
#> R24  1.405496247  0.922661305  0.66318996  2.089722352  0.04983838  1.701768263
#> R25  0.748982198  0.891262110  0.50908238  0.223308086  2.38129407  0.090561865
#> R26 -1.076427341  1.799016430  0.63481009  0.838469838  0.78179677  0.778286447
#> R27  1.661368415  0.031320270  1.02370418  1.768024498  1.17138949  0.330839053
#> R28  0.843763047  0.548879125  0.68864150 -0.285106698  2.65544145  0.540086179
#> R29  0.922046129  1.747499466  0.03530405  0.573948395  0.73094552  0.581997504
#> R30  2.483177994  0.710052503  2.66573183  0.960025184  2.03364029  0.504473823
#> R31  2.717731916  0.250713430  1.45787693  1.172486075  0.08988475  0.291829802
#> R32  1.204108176  2.233281456  0.16089862  1.180099369  1.88693341  0.191867152
#> R33  1.340385844  1.586627124  1.74873262  0.900838604  0.44990900  1.574697514
#> R34  1.533160166  0.061074920  1.49664743  2.044957016  0.60370120  0.294292347
#> R35  0.395847116  1.324624198  1.05624752  0.413728741  0.92385452  1.628036172
#> R36  1.917863972  0.344621056  0.42844766  1.031744274  1.70754159  0.019511625
#> R37  1.935807289  0.551909963  1.11424289  1.514981503  1.08434675  0.293483592
#> R38  1.603027309  1.514043576  1.37068706  0.048666024 -0.05614841  0.073295716
#> R39  0.910273544 -0.199667674  0.18887152  1.090841553  2.09105245 -0.220984172
#> R40  1.725323285  0.440539634  1.66097959  2.600174061  0.45848636  0.860972701
#> R41 -0.435402083 -0.156475310  1.27968375  0.373930483 -0.15766709  1.124147579
#> R42 -0.859546154 -0.730205158  0.20078036  0.737331048 -1.64304898  0.660257581
#> R43  0.009549905  1.125408838 -0.03258336  1.013341401 -1.64735037  1.372698975
#> R44  0.352126368  0.724297790  0.02642332  0.370939815  1.46089733  1.611570110
#> R45 -0.454317452  0.329237225 -0.13035018 -1.132373599 -0.07539384 -0.570082907
#> R46  0.168643908 -0.109339538 -0.71750104 -0.427864078  0.36926250  0.846692303
#> R47  0.489272451  0.716002593 -0.18924067  1.548012010  1.03980105  0.850039132
#> R48  1.209224761  0.181079732 -0.14901142 -0.244175195 -0.93828316  2.867591803
#> R49  0.275781030  1.892105220  0.61251830 -0.002593244 -0.05159539  0.770637865
#> R50 -0.991012604  0.171656696 -0.68373034 -0.998447737  0.41256540  1.193060906
#> R51  0.867646325  1.112388855 -0.95412370 -0.475087865  0.67935940  1.295983187
#> R52  0.447798115  0.177719704  0.02025649  0.467379128 -0.79185701  1.155542054
#> R53  0.877612746 -0.406272803  0.17815300  1.016459501  0.48252777  0.888227702
#> R54 -0.950575166  0.060571113 -0.95031366  1.238494909  0.60594477  2.492852467
#> R55 -0.253691190 -0.049675203  0.06266864 -0.659240257  1.71363571  0.848492296
#> R56  0.396948606 -0.181959102  0.26019847  0.618472029  0.18374346  0.608171894
#> R57  0.457880316  1.021832961 -0.08046017  0.149276088 -0.86862652  1.687417443
#> R58  0.981941504 -0.944900535 -0.54412987  1.099872008  0.72237353  1.152378404
#> R59  0.341495006 -0.120413678  0.04344604  0.726564347  0.78579978  1.852216473
#> R60 -1.487026901 -0.012469795  0.49541353  0.116410715  0.84539839  1.310985598
#>             C42         C43         C44         C45         C46         C47
#> R1  -0.39526026 -1.03820840  0.81134473  2.06790362  0.14682867  1.19054947
#> R2   0.01853094  0.28128933  0.28190445  0.50422177 -0.07830265  1.92837467
#> R3   1.02169892 -0.38011614 -0.62963530  0.71347206 -0.25695599  0.05882431
#> R4   1.12312009  0.03124813  0.10468856  0.77679244 -0.45634196  0.37088432
#> R5   0.78224277  0.36282991  1.38743781  0.74029050  2.31156432 -1.03928507
#> R6   0.37987190  1.36713528  0.27545051  1.73446521 -0.37762584  0.58261094
#> R7  -0.11046853  0.17035106 -0.01571874  0.85597306  0.79848286  0.94077269
#> R8  -0.26723589  0.02830647  1.51504704  0.83618966  1.68025117 -0.16581613
#> R9  -0.41091955 -0.13007376  1.49911382  0.53812522 -0.26469606  0.78562203
#> R10  0.39432304  0.16211158  0.03417705 -0.43989064  1.36983867 -0.29821885
#> R11  0.08898231  1.14954619  0.66298333  1.45344560  0.98005134  0.27364035
#> R12  1.71101176  1.59549898  0.27679223  0.41974314  0.80425195  0.62253958
#> R13  0.69938253  0.31387300  0.44781822 -0.61886021  0.53046275 -0.82560587
#> R14  1.14494557 -0.76253057  0.28624139  1.37816679 -0.12488310 -0.96508631
#> R15  1.05227886  0.49960686 -0.19147561 -0.79409766  1.04396925 -0.03927022
#> R16  0.38617845 -0.98681783  1.02692716  1.03601110 -0.16736077  0.11879512
#> R17  0.70475770  1.70080387  0.83347892  0.44716140 -0.12842743  1.34460832
#> R18  0.61270295  0.40487064  0.91778790  0.87312173  0.56818211  0.84742816
#> R19  0.49932305  1.35229433  0.70214675  1.63682985  0.99520085  1.33226959
#> R20 -0.30462160 -0.36885080  1.44308141  1.75700480  0.03426028  0.85337616
#> R21  0.51021409  0.90511851  0.98360800 -0.62932676 -0.65005298  1.67379398
#> R22  0.62325032 -0.32606653  0.55563700  0.86253552 -0.04738367 -0.58059186
#> R23  0.30342662  1.05551437 -0.32529085  0.70310616  0.55326899 -0.59072034
#> R24  0.88528475  0.20557871  0.96161282  1.02670194  1.03988345 -0.64821589
#> R25 -0.08883331  1.04070980 -0.20877294  0.14147381  0.27105176  1.04551919
#> R26  2.78839113  0.20367069  0.30188853  0.63174687 -0.35578521  0.25386150
#> R27 -1.02435098  1.82964275  0.71358808 -0.13709817  1.52852791 -0.33431565
#> R28  1.02042635  0.58391172  0.01463527  0.07785721 -0.14387905  0.91711695
#> R29  1.17147910 -0.07012595  0.88369675  1.67887592 -0.32528978 -0.43682546
#> R30  1.66452607 -0.73777285 -0.60957134 -1.30643083 -0.23850059 -0.12631807
#> R31 -0.83000203 -0.09222337  1.70927262  0.26123211  1.16810890  1.52390438
#> R32  0.42079617  0.05299929  0.82163119  0.31734789  0.90880774  0.36807518
#> R33 -0.01645308 -0.39860467  0.27097475  0.20412261  0.30179694  0.42082412
#> R34  0.50580689  0.89666485 -0.84334978  0.25479604  1.39070611  0.67790281
#> R35  1.01905367  2.17454308  0.16010665 -0.07699795  0.34569986 -0.15176943
#> R36  0.24973309  1.64386847  0.37814851  1.45497474  1.08340172 -0.50118564
#> R37  0.38495017 -0.71350022  1.26010266  1.59790923  0.06184717  0.73248663
#> R38  0.83666976  0.81623253  0.55433246  0.98601460  0.06031353  0.06406472
#> R39  1.53542739  0.89892866  0.83214453  0.74050040 -0.77028474  0.97992722
#> R40  1.33326508  1.35225068 -0.10206044  1.02003074  0.79841023 -0.30802136
#> R41  0.64308404  1.88056406  0.93618668  0.60063717  1.00069114  0.11836401
#> R42  1.23746024  0.79586888  0.46411581  0.72314064  2.18561751  0.68126635
#> R43  0.09381803 -0.53708842  0.29166536  0.02120332  1.31924944 -1.15514188
#> R44  0.32065113  0.51522336  1.07512951  0.47777765  0.80814618  1.74551342
#> R45  0.14745225 -0.36838907  0.48050428  0.51962625 -0.16076508  0.46449921
#> R46  0.69225132  1.08090879  0.71439033  1.31036784  0.42635446 -0.14511317
#> R47  0.64651967  1.31290473  1.94145693  1.77483031  1.12837093  1.59436632
#> R48  1.34780555  0.98142458  1.33571239  2.67095527  0.77188485  0.85774604
#> R49  0.49679970 -0.33998658  0.56605337  1.54569957  0.88244815  0.96273739
#> R50  1.66954357  1.57419994 -0.01052805  1.04000812  0.82527632  0.29082228
#> R51  1.58873966  0.96397519  1.19330498  1.20177262  1.53193294  1.19081541
#> R52  1.73467274  0.63521454  0.96844514  0.07230464  1.80265748  1.03404305
#> R53  0.90716583  0.68413745  0.92556645  1.14810822  0.21857475  0.96918069
#> R54  0.67527407  1.64642682  0.04403287  2.17407508  1.99501693  2.20763527
#> R55  0.22740236  1.21440096  0.98769867  0.67967495  0.92194801  2.59895770
#> R56  0.83622981  2.25852956  1.48601423  0.44940618  1.39352784 -0.22572164
#> R57  0.74684113  2.08877102  1.92415699  1.38672669  0.41513667  1.69964908
#> R58  0.67234719  0.42952578  0.24631571  0.09782387  0.59304431  0.69199763
#> R59  1.01642634  0.85905321  1.08358544  2.36080200  1.11504863  1.38424127
#> R60  0.57615351  0.26728973  0.31658246  1.05201120  0.94973315  1.78836620
#>              C48        C49          C50         C51          C52         C53
#> R1  -0.196587891 -0.1684087  1.381284975  0.90359293  0.700794962 -0.24933082
#> R2   0.821058856  0.8994625 -0.118560180  0.55078815  0.023786122  0.55473160
#> R3  -1.140189741  0.5330858  1.144191468 -0.40992266  0.717504583  0.59525908
#> R4   0.509281774  1.0747931  0.761377446  1.19119686 -0.462508331  0.61008424
#> R5   0.209199774  0.9741304  0.591804246 -0.32666326  0.143532619  0.34198220
#> R6   0.791734315  1.4577811 -0.241042878  1.76149318  0.575855506  0.25858229
#> R7   1.873141051  0.1460192 -0.212452660 -0.13841330  0.756060075 -0.41602638
#> R8   0.874986121  1.0506342 -0.883226133 -0.23860892  1.373448552  0.45890250
#> R9   0.830725542  0.7177126  0.259857082  0.60280475  1.621881593  0.09082863
#> R10 -0.318634245  0.4664054  0.775019912  1.24625823  0.531659315  0.96859529
#> R11  1.139885803  0.9174452  0.257836285 -0.89986737  0.006135120  0.25379070
#> R12  0.898104100  1.7940219  0.455174836  0.28504065  1.521116627 -0.02918255
#> R13  0.735947273 -0.4817766  1.268684910 -0.71310685 -0.173963505  1.12530883
#> R14 -0.513714541  0.9509503  0.784842310  0.13846857  0.253282320  0.71010154
#> R15  0.975591142  0.1738041  1.905233038  0.92881140  0.089889225  0.87626157
#> R16 -0.205241390  0.4537272  1.767005676  0.80814830  1.873197480  2.21669392
#> R17  1.369580872  0.3133133  0.142191063  1.07184846  1.029741436  0.54885010
#> R18 -0.096398631  1.3413857  0.326666236 -0.63608778 -0.220195737  0.42066327
#> R19  0.587010951  0.3833042  0.329226719  0.27363429  0.655375610  0.43061838
#> R20  1.121942018  0.5030839  1.030154507  0.18118664  1.087881271  0.38816107
#> R21  0.776579191  1.0680793 -0.173320433  0.93103996  0.903629640  0.58916132
#> R22  1.246277972  0.5378304  2.080528159  0.25391793  0.422080917  0.27274407
#> R23  0.041353848  1.5196767  1.838880954 -0.41822841  1.872276356  1.57423597
#> R24  0.405396785  2.3087871  0.240959441 -0.02321576  0.114828185  1.40431375
#> R25  0.605961154 -0.5918985  0.755815113  2.04220695 -0.639569585  1.34798900
#> R26  1.267742218  0.6960373  0.095565697 -0.15518176  0.609069500  0.50304527
#> R27  0.660709277  0.4911642  0.299905037  0.53557032 -1.013751638 -0.22588655
#> R28 -0.003613532  0.6566742  0.832439882 -0.33887207  0.009452830  0.18268809
#> R29  0.876533033  1.1616241  0.322071457  0.67145069 -0.009329766  0.60972409
#> R30  0.451928617  1.2678747  1.370056573  0.45473553  0.958293180 -0.82952965
#> R31  1.273575217  1.7047450  0.709501815  1.22500796  0.207938581  0.37652292
#> R32  2.046468285  0.6565490  0.004368102  0.16422640 -0.461569298  0.97239517
#> R33  0.640538905  1.0050898  0.249055581 -1.26916553  0.307165264  0.93199362
#> R34  1.381195549  0.7273387 -0.438069893  0.31075297 -0.371382317 -1.03981601
#> R35 -0.210339279  0.8620862 -0.163988368  0.23317307  1.298473151  0.95933927
#> R36  1.760645943  0.4812812  1.608473958  1.36960682  0.114629219 -0.50211993
#> R37  0.776076853  0.5614851 -0.369212709  0.65617151  0.351200165  0.82676075
#> R38  0.463913912  0.4651525  0.351667154  0.70251301  0.061551136  1.78852924
#> R39  1.606472873  2.0110294  0.480519790  1.18595223  0.652717524 -0.65537835
#> R40  1.134519416  0.9844696  0.957670589  0.34816881 -0.115504239  0.99781819
#> R41  1.385259090  0.2191715  1.896787052  0.64104305  2.197784840  1.01345462
#> R42  2.042834037  0.8204815  0.358564687  1.62344580 -0.505612554 -0.31759808
#> R43  0.888958963  1.4595871  1.555389893  1.27285796  1.377808318  1.94756876
#> R44  1.899104479  2.5712533  1.164933688  1.27182284  1.060452194  1.45283028
#> R45  1.614458841  0.1479518  1.601793386  0.97828919  0.510730497  0.88907679
#> R46  1.541916086  2.0647855  2.125023493  0.31830167  1.220855367  1.64605065
#> R47  1.175960886  0.6242249  1.638282951  1.06395378  0.322124106  0.14288697
#> R48  0.568108817  1.7927462  1.272832448  0.27095673  0.922684641  1.64323572
#> R49  0.832760210  1.1503922  0.971086720  0.11627586 -0.938381474  0.96258009
#> R50  1.506298167  0.9780227  1.267328659  1.80736161  1.520553802 -0.75047395
#> R51  1.324798601  0.9458973  0.592344700  1.40243954  2.131341032  1.31575200
#> R52  2.085999135 -0.1557173  0.338987895  0.99423905  2.595403194  1.21213134
#> R53  1.266508399  0.5378848  1.511139193  1.64290236 -0.824207895  1.51809145
#> R54  0.737957585  0.8858103  1.059045512  1.34201739  0.763451161  1.66685001
#> R55  1.210950346  1.3618502  0.257013588  0.43777357  0.417536629  1.87127105
#> R56  0.623312406  0.3687212  0.244956779  1.30353548  0.413813610  0.09359630
#> R57  0.227792486  1.7150996  0.492583589  0.27035716  0.883999241  1.53049077
#> R58  1.186525345  1.5108174  0.892679085  1.75499082 -0.062251197  1.35208280
#> R59  1.488962796  1.0060714  0.099416983  1.71991809  0.030737484  0.52305341
#> R60  0.413220285  1.8954601  1.724470459  1.31849742  0.807277760  0.04115775
#>              C54         C55         C56         C57          C58          C59
#> R1   0.696428031  0.61944545 -1.34509546  0.91733756 -0.664441207  0.044715849
#> R2   0.626013261 -0.57548117  0.30351363  0.98312235 -0.003720242 -0.317454762
#> R3   1.200395257  0.32071384 -0.42716740 -0.31943944  1.592348087 -1.075431879
#> R4  -0.043132150 -1.07949034  0.12910336 -1.00580850  1.157176583  0.789277256
#> R5  -0.612070697  1.16236884 -0.39360956 -0.22334536 -0.255959260  0.063144998
#> R6   1.015485940 -1.12769340  0.49682935  1.06773415  0.420648677  0.097550121
#> R7   1.093178709  0.19924658  1.62239304  0.19479107 -0.276293950 -0.038207302
#> R8   1.384764828 -0.08355348  0.07262708  0.48245048  0.288051031  0.291340577
#> R9   0.369523155 -1.22832742  0.55246828 -0.06494078  0.798704272  0.439795949
#> R10 -0.496385377  0.96323171  0.07093433  0.55009695  0.739471046  1.897759677
#> R11 -0.054708143  1.81736152  0.32106195  1.18159999 -0.661266191  0.496701935
#> R12 -0.080145963  1.45600082  0.84030127  0.76653053  0.038413505 -1.055352863
#> R13  0.214234820 -0.39897585  0.25716173  1.29997780  1.201330094  1.001725315
#> R14  0.014592071 -0.59081627  0.07909812  1.13320326  1.271462255  0.129281904
#> R15  0.207711643 -0.52087639 -0.46368147  0.65871299  0.365503074  1.138085227
#> R16 -0.133759878  0.63189386  0.40822677  0.76753695  0.839990930  1.075197230
#> R17  0.227464053 -0.83421927  1.64487150  0.94667962  0.385844383  1.763576252
#> R18  0.116834024  0.80041212  0.43413247  0.98995375  1.917266418  0.260354838
#> R19 -0.038673836  0.69508531  1.64557176  1.26865153  2.273687845  0.519672238
#> R20  0.794471883 -0.13121019  0.05583519  0.83067208 -0.720995946 -0.030948135
#> R21  0.525593806  1.73754491  0.34551453  0.50521736  0.372281786  0.845550217
#> R22 -1.045820509  0.55781567 -1.19366948  1.03066287  0.901848741 -0.053957123
#> R23  0.495052104 -0.17795837  0.63320878  0.57794689  0.850895009  0.088044750
#> R24 -0.386001605  1.27805482 -0.11056111 -1.13735816 -0.167968268 -0.428039555
#> R25  1.076963736  0.50668578  0.21564165  1.03318114 -0.704851106  1.283523951
#> R26 -0.051915057  1.10546153  0.47359723  0.84329496  2.111515526  0.120503103
#> R27  1.631138323  0.23432875  0.43787677  0.10994492  1.138274298  0.422383138
#> R28  0.214349846  1.38412534 -0.12159862  1.14239292  0.275619669 -0.046830069
#> R29  0.748721361 -0.51847849  1.04696260  0.70668764 -0.199879339  0.528332207
#> R30  0.638984135  1.12822534  0.41499175  0.95828688  0.761468057 -0.002544052
#> R31 -0.009133376 -0.55941023  0.61860116  0.37019395  1.077152220  0.274634014
#> R32  1.600420171  1.07666578 -0.81499127  0.33153752  1.097383279 -0.484567357
#> R33  1.186522246 -0.46152647  0.68595489 -0.23988552  0.005496196  0.424554565
#> R34  0.557873106  0.06378791  0.83081519 -0.75045514  0.267666732  0.689128628
#> R35  1.123686149  0.42203575  0.57290182 -0.05742311  1.196781592  0.309434033
#> R36  1.597264896  1.08102959 -0.64335413 -0.82443675 -0.077330060  0.801135595
#> R37  0.404802822  0.92947139  0.22865351  0.37183687  0.531911743  0.359844726
#> R38  0.444680684  0.35069391  0.02912014  0.33455095  0.721309919  1.027279085
#> R39  1.264128511  1.61467109  0.38107439 -0.15912456  1.302330494  1.223291248
#> R40  0.713309451  1.67659111  0.96397765  0.36165979  0.419542713  1.808450532
#> R41  0.315718932 -0.17365996  1.32926851 -0.52647469  0.814343195  0.710511060
#> R42  1.820415292  1.23184534 -0.07258409  1.36948075  1.532618017  0.821719725
#> R43 -0.073288076 -0.08331854 -0.58156141  1.54259756  0.746243451  1.069141037
#> R44  1.141767223  1.82544308  1.29009072  1.95938360  0.617904926  0.742589323
#> R45  0.025767330  0.11935224  0.98542336  1.40326307  1.301176822  1.672015882
#> R46  0.977395722  1.72337212  0.53673527 -0.10297747  1.120642334  1.592852116
#> R47  0.622532601  0.62109868  1.54155518  0.94989547  1.880472761  0.635361090
#> R48  1.285458006  0.94128486  0.78124788  0.75846674  2.129072076  1.564416784
#> R49  0.818038944  2.39382675  0.09955816  0.78877653  1.546082695  1.734960632
#> R50 -0.368401744  0.68839331  2.74316360  1.80253488  0.393365890  0.621702614
#> R51  0.717586694  0.55337257  0.51273253  1.86853523  0.778340330  0.752552100
#> R52  0.744011068  0.39247768  1.42871323  0.84484579  0.961593544 -0.480995715
#> R53  0.985453067  1.36926471  1.16843613  1.61087699  0.573700471  1.052853628
#> R54  1.702366679  1.86839230  1.93618428  0.33309525 -0.069696439  0.609120449
#> R55 -0.244011997  1.41328806 -0.10439481  2.26097348  0.410699388  2.903938389
#> R56  1.126151272  1.52178680  1.34616260  0.81348232  1.454490845  1.515390533
#> R57  1.837346173  0.99689351  1.05252177  0.14996716  0.979685247  0.523232467
#> R58  1.154420101  0.70085387  0.71371910  1.93856473 -0.696973519  1.114266058
#> R59  1.463220437  0.34954103  0.64361567  0.22644743  0.085372533  1.717119604
#> R60  1.643855761  1.23024063  0.75308983  1.16933365  0.437196735  1.825337068
#>              C60
#> R1  -0.598388377
#> R2   1.153094019
#> R3   0.797224457
#> R4  -0.001014170
#> R5  -0.133751462
#> R6   1.178060689
#> R7   0.049834169
#> R8  -0.457927927
#> R9   1.507058795
#> R10  0.008193112
#> R11  0.751462257
#> R12  0.788117569
#> R13  0.693614420
#> R14 -0.429199039
#> R15  1.437252337
#> R16  0.283927474
#> R17  0.672166345
#> R18 -0.061035727
#> R19  0.361535696
#> R20  0.206844811
#> R21  1.226514148
#> R22  0.225181952
#> R23  1.274373102
#> R24  0.662120288
#> R25  0.940427545
#> R26  0.173995744
#> R27  0.496012954
#> R28 -0.484022718
#> R29  1.307169900
#> R30  0.549128656
#> R31  0.709141356
#> R32 -0.375651132
#> R33  1.004326184
#> R34  0.321088562
#> R35  0.804978587
#> R36  0.242144579
#> R37  0.582242183
#> R38  1.024125361
#> R39  0.454467295
#> R40 -0.139292469
#> R41  0.843547813
#> R42  0.476036016
#> R43  2.158062013
#> R44  2.147166401
#> R45  0.612298236
#> R46  0.132472338
#> R47  0.716991099
#> R48  1.366637071
#> R49  1.079699786
#> R50  0.738227995
#> R51  0.929415716
#> R52  1.635696026
#> R53  1.645015812
#> R54  0.902217180
#> R55  1.195102674
#> R56  1.522346562
#> R57  0.716179895
#> R58  1.782258208
#> R59  0.824307269
#> R60  1.332539891