complete: make predictions from an svd object
In softImpute: Matrix Completion via Iterative Soft-Thresholded SVD

Description Usage Arguments Details Value Author(s) See Also Examples

These functions produce predictions from the low-rank solution of softImpute

1 2	complete(x, object, unscale = TRUE) impute(object, i, j, unscale = TRUE)

`x`	a matrix with NAs or a matrix of class `"Incomplete"`.
`object`	an svd object with components u, d and v
`i`	vector of row indices for the locations to be predicted
`j`	vector of column indices for the locations to be predicted
`unscale`	if `object` has `biScale` attributes, and `unscale=TRUE`, the imputations reversed the centering and scaling on the predictions.

impute returns a vector of predictions, using the reconstructed low-rank matrix representation represented by object. It is used by complete, which returns a complete matrix with all the missing values imputed.

Either a vector of predictions or a complete matrix. WARNING: if x has large dimensions, the matrix returned by complete might be too large.

Trevor Hastie

softImpute, biScale and Incomplete

set.seed(101)
n=200
p=100
J=50
np=n*p
missfrac=0.3
x=matrix(rnorm(n*J),n,J)%*%matrix(rnorm(J*p),J,p)+matrix(rnorm(np),n,p)/5
ix=seq(np)
imiss=sample(ix,np*missfrac,replace=FALSE)
xna=x
xna[imiss]=NA
fit1=softImpute(xna,rank=50,lambda=30)
complete(xna,fit1)

Loading required package: Matrix
Loaded softImpute 1.4

              [,1]         [,2]         [,3]         [,4]         [,5]
  [1,]   4.1202434  10.43675202  -0.73209860  -2.75018289  -2.16442444
  [2,]  -4.9144472 -16.17727388   1.85264116   6.80913219  -2.84810982
  [3,]   0.5261139  -3.49492591  -1.42873233   6.34123788  -1.80277046
  [4,]  -0.3223932   5.21498008   1.08507021   2.57610045   0.98126636
  [5,]   8.5894409  -0.31957460   3.94208202   4.50300547  -3.04486392
  [6,]  -4.8626579  -3.99600322  -6.17838975  -6.68142750  -3.72217385
  [7,]   5.0581224   2.05431195   1.50452846   0.62922494  -3.69040660
  [8,]  -1.0732207   6.26412706   0.67861057   2.01989923  -1.94655381
  [9,]  -5.7605045  -9.39056351   2.05062001  -9.02093526   1.76239668
 [10,]   4.9179219  -7.40327254  -0.88809021  -7.22578083 -12.37135528
 [11,]  -9.5475994  -5.81362399  -0.99824175  -3.13983037   0.53016724
 [12,]  -1.6920575  11.57755517  -4.82806170  -2.45939367  -2.22492775
 [13,]  -9.2001711  -3.67374914 -10.17617229   2.54912661  -1.63507307
 [14,]  12.4981680  11.93750288  -2.11731876  -6.44616852   0.39259072
 [15,]  -0.3157801  -0.32891245   0.09663411 -10.15923702 -11.27404491
 [16,]  -6.2140458   1.29780931  -4.40946699  -1.95848470  -2.97506309
 [17,]   2.8984930   2.69635325   3.06552553  -1.22416962   1.37993998
 [18,]   0.6563239   6.48680488  -2.46154987  -5.69776305   8.00442943
 [19,]   9.2859512   2.79228374  -6.09629553   4.71974890   3.34198400
 [20,]   5.7606975  -1.40643559   5.65851800   7.92550362  -2.87535720
 [21,]  -1.6670775  -2.61732636  -0.02572824  -3.99948346   4.01795703
 [22,]  -7.7468259  -1.88167305   0.30018952   7.48351363  -2.11269068
 [23,]   2.2356244  10.00044238   1.02267447  -1.44444606   4.14582674
 [24,]   6.4877808  -4.55035970   0.73082124   1.95085983   1.02498735
 [25,]   2.0906477  -3.42814776  -4.07008084   5.53904073   1.76322773
 [26,]   0.1596180  -2.48221094   8.94223108  13.99123886  -1.69108653
 [27,]   0.9689804   7.88295372  -2.89603044  -3.71711587  -1.25176473
 [28,]   2.1559145   7.07385222  15.83500838   1.89353191   0.15162194
 [29,]   5.7828048   2.61306095   6.89663089   2.31254196  -1.24248017
 [30,]   1.8498299 -18.93835243   1.96890101  -4.10575505  -1.78847328
 [31,] -26.0287742  -6.85999086  -9.56753216   4.25573544  11.67843760
 [32,]   0.9256111   2.88590754   4.06853182   1.95484699   6.06090179
 [33,]   4.2468999   7.55175713   2.45501948   8.57472809   2.36234039
 [34,]   3.1682111 -11.42401458   0.17182829 -14.67621712   0.14513048
 [35,] -11.0241088  13.26754360  -0.17296603   0.82720416   4.71717578
 [36,]   9.0981128  23.46373802  -6.74143995 -13.33522541  -0.32647026
 [37,]   2.2234722  -0.69188349   4.84888220  -7.84503354  -3.68393396
 [38,]  -7.8287401 -14.48639458   2.40910104   2.28477812   3.48913575
 [39,]   1.0930006   2.21619996  -7.20043834  -7.45059766  -1.52401735
 [40,]  13.2819719 -14.52405954   7.61925686  -5.35757711   0.71044444
 [41,]  -5.5661943   1.34110256  -4.87789683  -5.20510544  -0.29752010
 [42,] -12.3932033   2.74547248  -7.04453487   0.62609689   2.44446623
 [43,]  10.3549712   6.12808889   1.03136391  -5.95339945  -7.84011229
 [44,]  -8.2787511   0.39788484  -5.76209617   1.86737772  -1.38795590
 [45,]  -3.3947467   0.89678678   0.03182660  -6.92070213 -11.41472402
 [46,] -10.9831623   1.62354263  -5.36642594   2.93125587   3.34055918
 [47,]   7.4484924  -3.68370829   2.06897570  -6.59809990   4.58392621
 [48,] -12.2677523  -2.70942192   2.78799006  -4.96575644 -13.96049405
 [49,]   6.1232302  -3.61299714  -3.80082334   3.83573502   1.85088140
 [50,]   0.6131583   2.66786619   1.64689987   0.28855382  -1.03015405
 [51,]   5.5847338  -6.82956727  -6.73965772   0.57545467  -3.59372440
 [52,]  -5.1928642   5.86285362   4.27691950  -6.26317480   2.01657713
 [53,] -24.9159885  -9.59192966  -2.37707146  -5.30805520   2.77719021
 [54,]  -2.1655640  -1.36824559  -0.16063456  -3.12096560 -11.55755992
 [55,]  -4.2712106  -1.75741378  -4.38001256  11.77664611   1.58079858
 [56,]   1.0003114  -1.71483824   5.80706673  -8.55715901  -5.90374169
 [57,]  -3.4979474  -0.01889207   2.81517989 -14.13131868   4.89695915
 [58,] -12.5435721  -6.26738233   0.14273227   5.59283924   3.82599947
 [59,]   1.8704414   3.95745952   1.74493413  17.10804890  -2.53210789
 [60,]  -0.9331146 -16.76072405  -0.46425222   3.20227068  -1.98086438
 [61,]  -1.9082697   4.48433542  -2.08518224  -2.08893260  -0.05836729
 [62,]   1.7543358  18.39825112   1.73771198   3.46243200  -1.84939775
 [63,]   2.0797274  -9.18999559  -1.01070478  -0.96671011  -3.50294412
 [64,]   4.2061494   3.08228277   5.87947892   0.34707178  -6.99958781
 [65,]   2.7009778  -5.94732658  -1.35242437  -4.48659946   3.71374141
 [66,]  -1.7847362 -14.97483117  -0.93476910   5.19127054   4.67373409
 [67,]  -6.5615939   7.07527289  -8.47862992  -4.00534675   3.07559500
 [68,]  -5.4935838  -6.05629708   1.79725903   3.43216179  -8.98991618
 [69,]   2.5905755   2.83377686  -2.77081044  -3.07754941   5.63912752
 [70,]   4.0267479   5.34239580   1.22751966  -3.99692148   0.80631653
 [71,]  -5.5983254 -18.13516421   2.77039284   4.56312401   6.36422683
 [72,]  -0.9915852  -8.76498395   3.05907975  16.39633690  12.49705540
 [73,]  -0.4556947 -15.20973186   1.39855356   4.84741816  -0.08691848
 [74,]   5.8648731   0.81592827  11.19041931   3.92403840  -0.65618599
 [75,]  -2.0797408  -1.22366699  -4.24967143  -1.45528265  -1.34574595
 [76,]  -0.9899514   7.75438212   1.36613938   1.10272227   3.59848218
 [77,] -15.1487373  -5.95865294   3.13295877   0.41915115   4.01383308
 [78,]  -2.9754667  -9.76007135   5.98703710 -13.47361103  -3.36407848
 [79,]  -4.7799540  -7.91013816  -3.79685440  -2.52699203  -1.35671251
 [80,]  -4.9741616  -4.05020561   2.45476548  16.63205803   3.02843732
 [81,]   8.0776784   2.32500152   4.11188165  10.28301811   3.71232570
 [82,]   8.4794984 -22.38235395   0.15795533  -1.70945925  -1.40302291
 [83,]   0.9833234   0.30368613  -0.48324943  -8.11547083  -0.01520456
 [84,]   5.9272425  -1.76637606   1.24441901  -0.26429836   5.66314395
 [85,]  17.4579094   5.00984869  -9.02292495 -10.34233577  -5.25912324
 [86,]   1.1864610   4.58372158  -2.57213632   4.96045424  -2.09597620
 [87,]  14.9382714   2.10228092  -6.69175205  -3.55960046   5.57373620
 [88,]  -5.3163543  -8.90595036   0.24259655   1.59284163   7.00657596
 [89,]  -0.8719018   2.19841561  -0.92091599  20.36435589   1.03261931
 [90,]   4.7107686  -4.08973961   5.92895678   3.49837766   2.51335065
 [91,]   1.0627645  10.48713805  -1.84941989  -0.18855251  -1.09300699
 [92,]  -9.3795614  -6.80272776   0.40191899   4.66514792  -6.44489283
 [93,]  -2.4193044   5.20038757 -11.25995492  -5.75536264   1.02771181
 [94,]  18.7102433   0.72765947  -1.21439171  -3.36980438  -1.54745449
 [95,]  -4.1902205   1.17151325  -5.50571019   2.45165595   6.51111511
 [96,] -15.6680742  -4.39577806  -0.99871250   1.42967813   2.58876772
 [97,]   6.2103076   4.24196958 -11.02423432  -3.13881302   8.28656935
 [98,]   4.7661800   3.70040950  -0.65901021  -0.04358776   0.17165650
 [99,]  -4.1213500  -3.02397232   1.20323635   3.34246442   0.35126798
[100,]  -7.1243364  -2.81190003   2.65275638  -0.24280320   0.34452302
[101,]  -6.1066134  -1.06765455  -6.21611276  -0.72917259   3.52591827
[102,]  -7.9551814  -8.53752472   3.00627488   3.43291565   4.91533323
[103,]  -5.2992378  -3.72961520   0.16109766   2.18987242  -1.30594082
[104,]   3.3036445   0.64601878  -2.79130252  -4.30607127   4.29904129
[105,]  -1.7212006 -10.27874316   3.96516394  -0.44305098  -2.20133378
[106,]   1.0544707  -5.63474600   2.75087208  -1.41396262  -3.16977274
[107,]   0.8629296  12.82798744  -1.95084854  -0.03064293   2.71607577
[108,]   4.8363978   3.91744438  -1.36857234  -0.31060810  -4.67241169
[109,]  -4.9339947  -1.53802005  -6.86115603  -0.68894167  -0.51724096
[110,]  -5.7010122   2.25665992  -1.57351734   4.98708137   4.47992728
[111,]  -5.4304344   9.74005789  -4.29457871  -0.17007613   1.11816695
[112,]   5.5184870  -7.86123067  -0.90561100   7.68470062  -0.39516201
[113,]   1.2521889  14.17021052   6.07529104   2.77208681  -3.16718951
[114,]   2.2232775  -6.65016607   2.08155506  20.21050333  10.28572958
[115,]  -0.8256508  -8.39412094  -2.63225322  -9.27368322  -2.49097506
[116,]   5.8566929   5.08345181   4.77166738   7.92410406  -1.31221118
[117,] -10.1230472  -3.35817086  -1.74880512  -1.33542662  -3.33981580
[118,]  13.3737449  -3.86175370   6.01154336  -4.30961305  -2.48426171
[119,]   8.4675441  10.49317231  -0.75650873  -4.81907668   0.20474041
[120,] -10.3219175   6.69035880   0.46594433   7.92899039   1.63103157
[121,]  -4.9183580   3.85489039   6.05130031  -5.78650930  -2.86609353
[122,]  -6.5894525  -0.08419183   6.58823899  -0.87913886  -0.81770550
[123,]   3.2908177   4.95813152  -3.00796159  -2.86631559   2.82404605
[124,]  14.0648494   3.78199466   9.91807895  -5.49324847  -1.34671218
[125,]  -0.3702616   0.04211816   3.91258359  -2.52777232  -3.26316505
[126,]  -3.2871485  -8.85176836  14.27855939   4.92406295   2.47846277
[127,]  -1.7205191   5.25387771   2.57385665  -0.02836278   4.51270952
[128,]  -4.2843685  -0.37599737  -0.61649386   4.91557080  -3.81633658
[129,]  -7.6944465   2.66452798  -4.29645717  -5.33246631   0.53537250
[130,]  -2.9210525  -0.93665888  -3.12565468   0.57901000   5.95264864
[131,]   2.0208548   2.01934599   6.80475918  -9.85566492 -14.11001033
[132,]   0.6014673  -6.79195570  -0.32989089  16.08545527   2.40480310
[133,]  -3.4272988  -0.64313547   1.09945517  -5.55466771   2.86852099
[134,]   2.8305510   6.17536549  -8.32823101   0.24689231   0.39446392
[135,]  -0.7713696   1.19657076  -0.62850163  13.01974931  -0.92033766
[136,]  -9.7327505 -14.09958032   0.99137205   0.28158869  -5.89465908
[137,]   5.0143128   3.74112988   0.18096112   0.67276658  -2.22777121
[138,]   1.3151373  -0.27883469  -2.57643385  -5.90935335   3.14613791
[139,]   4.3738071   2.44782146   1.03953520   5.45151012  10.02449902
[140,]  -6.4878250  -8.07101157   8.33711583  -4.01587286  -0.16154890
[141,]   6.9643827   9.44543507   1.63816154   7.20644598  -1.55384731
[142,]  -5.5828358   3.29132201  -2.95614883  -0.82724058  -2.61035680
[143,]   0.5378410  10.98278990   0.91489129 -14.48857807  -1.27785387
[144,]   7.9832052   1.26425062  -0.11520889  -6.52487015  -0.43818947
[145,]  -6.8021826  -2.99549704  -3.96736353  12.01958805   1.44580285
[146,]  -5.4030287  -2.86262859  -1.21083206  -4.32397095  -1.49937999
[147,]  -4.6944971   0.29426902   4.81305373  -7.29919286  -5.75949893
[148,]   2.9812572   5.02359255   3.44266398  -0.57117886  -6.01989124
[149,]   1.9885610   6.24798011   0.63133364   5.18298172   0.12004773
[150,]   0.9571961  -0.10709574  -1.52778070 -15.52696199   0.12580811
[151,]  -9.1993266  -0.65138940  -8.85605063   0.13531060  -4.60336581
[152,]  13.6716491  -8.47160887   1.46223986   1.57644745  -5.86786892
[153,]   0.4196449   0.64154877   6.24225014   0.66859172   1.38089670
[154,]  -0.6710410   2.35892038  -5.32754164   3.35731542  -3.90320305
[155,]   2.2021059  -1.30175136  -6.12618669   3.84903176  -0.16298156
[156,]   4.0860355   5.55925773  -1.77506734  -7.57272678 -10.28326675
[157,]   1.8659808  11.74429730  12.58945863   8.43946647  -2.43319997
[158,]  -9.2336736  -4.40323270  -7.73573135   0.54694403  -0.27596006
[159,]   4.9745505  -3.23287682   1.71754965  -5.86650140  10.28955721
[160,]  -3.1235001   2.04365939   0.07566340   0.43625200   0.79696564
[161,]   4.3272131  -2.97416486   1.46535186  -6.06673268  -0.83527197
[162,]   0.4631693   3.67154495  -0.03396771   1.72777071   0.48791463
[163,]  13.2101774  12.93373220  -0.25552948  -1.80884183  -4.65989410
[164,]   4.9805503   9.62505235   4.01937685  -1.96057637  -1.44051005
[165,]   2.1430482   6.45708621   5.80260594  -0.70668682  -7.89455874
[166,]  -8.5430621   0.35449071  -7.66085079   1.68737461   5.66915632
[167,]   0.7204861   6.92183119  -8.19113552 -12.57610408   8.70855237
[168,]  -3.5823909  -6.79769888  -8.41179543   3.17981010   2.40067364
[169,] -10.8573204   1.76884765  13.95957096  -2.60616386  -1.75298956
[170,]  13.4971018  12.18110772  -1.28645274   2.52575066  -3.68081224
[171,]  -1.5757923 -10.82018771   1.44457248  -1.10057046   0.46657562
[172,]   6.4215403  11.53394020  -0.62745342  -4.79928734  -7.28969798
[173,]   1.9110837  -1.39875995   0.25206111  -6.29559638   0.69263676
[174,] -10.1318746  -2.08164454   2.44995188   8.28729246   4.46119000
[175,] -10.5255684  -6.14021331  -0.36122842  -4.03798129  -7.08767611
[176,]  -6.2094478  -1.47744262 -16.76274416  -1.45451703   5.40193576
[177,]   1.3931757  -2.44227598  -0.43907064  -3.10359106  -4.59677760
[178,]   2.9601556   2.84862736   1.98862612   4.87595795   5.37739063
[179,]  -7.5961422  -3.79753737  10.39743730  -0.02069239 -12.84713219
[180,]   3.4381196  -4.05168183  -7.53997569   1.90677966   4.95425619
[181,]  -2.5946706   3.68425919 -14.06562687  -2.61869562   0.92186105
[182,]  -0.9167952   6.65739485   6.38508706  -0.14783057  -3.15009215
[183,] -22.8859552  -3.24135995  -3.35742529   0.32271253  -2.51515539
[184,]  -5.9068059  -7.33788002  -4.35537130   0.16670309  -0.64347432
[185,]  -6.3199249  -7.68982875  -2.37855134  -1.29182554   0.79894411
[186,]   3.8900527   1.75244423   1.67874109  -5.99076559   2.79252161
[187,]  -6.1423492   5.54434657   2.90187610  -1.02079869  -9.16539300
[188,]  14.6030733  15.41106594   5.17692618   6.96945246  -5.89610021
[189,]  -1.0946030   2.24825936   1.11866455   9.69177219   1.28934979
[190,]  -4.6540717  -0.74068224   3.14638745   1.58812779  -1.64476801
[191,]  -2.3114374 -10.44364007  -0.37036846  -0.33549594   8.93637239
[192,]   8.8076976   4.40689260  -2.14595165  -6.65277672   2.67888145
[193,]  -9.1252199  -3.44448715  -4.42425698   1.49031307   8.56149187
[194,]  -4.1861920  -3.96714601   3.60526913   0.54667320  -1.66647700
[195,]   4.2353279   4.34425069  -1.71065818 -13.37101132  -2.98989448
[196,]   1.2003494   2.45969811  -1.51310857   2.09637985   7.96856717
[197,]   1.7516574  -0.49845230  -3.64854720  -6.39037941  -4.36308338
[198,]   0.3612144  -7.53550563   4.41855672  10.96199500   3.91349465
[199,]  10.0210998  -4.94887008   3.89018198  -0.65067119  -2.31908683
[200,]   6.7481350  -1.20503749   5.68739428   1.83641988  -1.39161706
               [,6]         [,7]         [,8]          [,9]        [,10]
  [1,]   5.86737142   4.41352843   9.08267804   0.748158080   0.09682779
  [2,]   0.73157379   1.90121373  -8.55431497  13.817634650  -5.36574625
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  [4,]   1.17191806  -6.39920134   4.82084797   3.061551088   2.39629408
  [5,]   0.80074451  -2.95958249  -3.83550079   1.638983217  -4.98628977
  [6,]   5.11720844  -4.27844727  -2.31698223   0.124555765  -0.28713185
  [7,]  -5.68730679  -2.69163241  -5.47471693  11.162277538  -1.69331063
  [8,]  -6.42091051  -1.47601802   1.75813631  -5.218145935   2.33999826
  [9,] -11.43263464  12.80762877  10.93757373   6.425385278   6.60174900
 [10,]   2.99593570   5.52283225  -2.26610844  12.751093406  -3.95411935
 [11,]   1.40572823   1.49055115 -10.74384916   2.161553894   0.56974230
 [12,]  -0.51325124   1.20195850  11.43751521   0.833969684  -1.48290345
 [13,]   0.31865473   6.43984161  -1.58524673   1.283934723  -3.08892723
 [14,]   3.42867072   8.10019544   0.92403428  -2.223143387   1.03743731
 [15,]  -1.66912766  -7.02143027   0.30473027  -0.606312100  -0.81403586
 [16,]  -4.99905457  -0.97355795   4.88418784  -1.370290755   0.88200215
 [17,]  -5.86834633  -2.37782530   6.41677944  -3.775456368   9.84187983
 [18,]   0.88453637  11.77243992  -0.64258529   5.208558259  -0.39707145
 [19,]   7.01769659 -10.10077372  -1.21695109   4.639693357   2.09699923
 [20,]  -6.96714982  -0.62154172   1.68857063  -2.624163474  -8.32206765
 [21,]  -3.43370357   0.89067732   7.30706862  -2.660578120   2.00483762
 [22,]  -1.51106979   2.74359064  -0.62445764  -6.782202986  -3.63082109
 [23,]   1.28081264   3.26203428   1.63837593  -0.425108889   9.06533701
 [24,]   3.15394201   4.84988900  -1.67568664  -1.804006558  -6.35288287
 [25,]   3.11092883  -2.79551752  -2.23229410   3.914545255   3.66831533
 [26,]   4.84073579   1.80860692   2.10983439   9.680730050 -14.32144217
 [27,]  -3.07414816  -2.05497240  -0.09195904   0.549415804   4.23455911
 [28,] -21.26929401  -2.92881424  10.27005093  -6.382336290   2.95765032
 [29,]   4.03278363  -0.99546319  -1.31615050   1.044498702   1.15595534
 [30,]   0.36402739  -7.72447806 -12.78159007  -3.102789513  -1.29112320
 [31,]  18.28666092  -8.21671785  -5.48455070  15.503727659  -1.64738841
 [32,]  -1.14559544   3.54700264   2.39901731   1.873499625   3.19065281
 [33,]   1.49751598  -6.98216869  -1.21096797  10.154839738  -5.34535041
 [34,]   2.51908646   0.38037712  -4.41143951   7.528690718  -5.56127456
 [35,]   3.03686663   6.23299934   5.11052498 -13.952231084   9.53106315
 [36,]  -2.52950196   7.66978268   3.17220307  -0.668203061  -2.38772803
 [37,] -15.48992141   0.47909258  -0.62127327  -3.312131076  11.62466966
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 [39,]  -9.31890462  -2.75219183  -0.34118861  -1.795573629  -7.21444833
 [40,]   2.59864064   0.75897739  -1.16006193   9.602651081  -1.58882497
 [41,]   0.26533069  -4.54865120   3.54903455   0.916732236  -0.26491072
 [42,]   6.01188253   9.06881756  -3.38097903  -1.410226571   2.63415989
 [43,]  -2.99377313  -3.53225480  -4.18786074  -3.536234707   1.59921828
 [44,]  -0.15365317  -0.89907391 -10.72254956  -3.052664933   0.66217124
 [45,]   4.89269843   4.01514792  -1.94805163   8.966057080  -1.13875130
 [46,]  -3.35125279  -1.67072326  -1.27562739   5.263108838   0.22516408
 [47,]   1.09997412  -6.17562623   1.13314109   9.488044267  11.91865450
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 [50,]  -4.04713978   2.33010514  -3.04678240  -0.023833314   1.44580558
 [51,]   5.36700105  13.00336695  -1.58125409  -2.405289934 -21.07908154
 [52,]   1.41680537  -5.64847456   1.88303919  -0.495154990   5.91482248
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 [54,]   5.68484286  -1.17738064 -14.99466675   2.729826121  -0.24532588
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 [58,]   2.62928892  12.58108375   1.57842527   2.874541039   2.79147173
 [59,]   5.57661580  -1.48330352  -0.44979013   0.276780888  -4.35571221
 [60,]   0.19322906  -3.16098094  -0.69132381  -3.288983995   4.28667148
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 [62,]  -0.12821358   4.65980335   4.73880057  -3.671949185  -1.18870985
 [63,]  -2.51954231  -4.37148725  -0.78856712 -11.599764217  -5.64035218
 [64,]  -8.20538928   0.78308805   3.81813665   1.996696099  -1.14245208
 [65,]   3.13825754   4.05965365  -1.62791431  13.402067228  -1.60375193
 [66,]   2.13714182  -6.61677723  -2.34232611   0.559316342   0.26011952
 [67,]   9.23953321   0.64358711   5.07591128  -1.688371312  -0.80076384
 [68,]  -6.04212860   7.60961458  -4.26105159   2.881950228  -3.14093815
 [69,]   2.42905701   8.53886054   4.01771007  -0.001731858   0.28284090
 [70,]   0.61563640  -7.06179535  -2.51574208  -2.234865512  15.35844476
 [71,]  -9.88751312  -3.31730937   0.29882465   0.924689610   1.81008896
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 [73,]  -7.54516888  -4.04853919   8.30506315  -2.899571141  -0.52265558
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 [79,]   8.28836782   0.12528671  -7.46833071   2.085913319  -4.57131011
 [80,]   0.83973918  -2.12577244  -3.74408893   0.297301034   0.71616263
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 [83,]   4.30661785 -12.23081766   3.86096758   5.931426660   4.07357118
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 [86,]   7.56056206   1.46042017  -0.19105914   8.821443533   9.48667680
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 [89,]   6.73903095 -10.96256894  -5.15822691   1.565975010 -11.58933342
 [90,]   0.10774311   5.56423773   1.52328993  -4.329791261  -1.86506791
 [91,]  -1.04505145   4.88864207  13.09723255  -4.136490907   1.27427873
 [92,]  -4.01088861  -2.06340196  -0.73434870  -2.081196945   3.56181179
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 [95,]   7.09169196   5.36871571   2.20579616   4.088307918  -3.53413224
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 [97,]   9.14660794   2.29095366   0.56232196   0.094159542   1.05245449
 [98,]   5.21164263   9.43270741   1.45557812  -1.441203225  -3.33837530
 [99,]  -3.52139121   3.78213785   1.72750118   0.718863140  -1.03290779
[100,]   0.01793257   7.66158833  -7.94149883   2.064996086  -5.12144603
[101,]   0.05924906   2.11197200   7.62859917  -1.189814350   8.87820315
[102,]   3.28500803  16.23182094 -11.82892486  -0.749839769  -1.48924492
[103,]   6.37205645  -3.00187528  -5.45974974  -2.555359062   3.25805112
[104,] -13.27245224   6.96955813   6.14368396  -0.692290602   0.64022899
[105,]  -7.97365538  -2.72231132   8.69059172   0.592985622   0.29767072
[106,]   2.24987840  -6.44794565  -1.88271959  12.205044368  -6.93646719
[107,] -10.84924497  -3.69456986   6.93041248 -10.571390465  -0.56310988
[108,]   3.16157257  -0.30366628  -4.98610197  -2.331911159  -7.00356443
[109,]  11.02141249  -2.73042356  -6.54436260  -5.388541044  -2.10899641
[110,]   3.00901062  -0.76742959 -12.41086784  -1.821565010   2.40972946
[111,]   4.43607463   1.46564752  12.87748593 -12.183164175  -3.42120768
[112,]   2.71915795  -3.74117308  -5.70034060   5.041208624  -2.35772057
[113,]  -4.79826772   2.95057068  13.28821765   1.463168726   2.47603039
[114,]   2.86189912  -1.75671767   1.70517119   2.597027499  -2.60204366
[115,]   4.52330587  -3.65597506   0.66958533   4.191181895  -3.14607376
[116,]  -0.47862874  -4.95093585   2.18068114  -7.515604276  -3.11372601
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[118,]  -5.09330175   1.59781141   0.13038637  -1.997904872   2.01993683
[119,]  -6.35824370   6.38650222  -0.15194569   2.634715101  -4.18895118
[120,]   7.87905732   4.53252684  -1.77390004   0.167412366   7.10148520
[121,] -10.64560074   6.85820639   6.53213526  -5.781538749   6.10527251
[122,]   1.59444752   1.49396056   5.24899142   4.072580068   0.69725491
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[127,] -14.03374556  -3.06586682   1.75001934 -17.856106067   5.56292376
[128,]   4.53781945   7.55927220   0.58925054  -3.822194841  -2.44358309
[129,]   4.40388829   6.85717804   2.87978528  -4.941069707  13.27745984
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[131,] -10.14709882  -1.76309927   0.29199506   1.508627901   6.93229052
[132,]  -0.02707138   0.04613441   0.22054229  -1.228494650  -6.11803130
[133,]   1.66460577  -4.21977601  -2.81938612  -3.981593099   5.95034158
[134,]   9.24866421   1.51814236   2.49055457   3.115119301  -1.35268825
[135,]   3.31654564   7.30536019   1.51524445  14.426462356  -0.34698220
[136,]   0.11711563  -2.66142087 -10.91015734   1.421601269  -5.43243720
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[140,]  -5.57220724  -0.61332473  12.73149815   7.630729139   2.33493970
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[150,]   3.15178551   0.29567719   2.23893853   7.698351525   1.71918628
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[152,]  -0.35701682  -2.47170378  -0.19399630   1.065083603  -0.60696517
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[154,]   5.00540896   3.79014565  -0.74774536   5.993086452  -0.33379370
[155,]   2.45842255   0.27302495  -0.93287299   0.362412781   1.67089153
[156,]   0.91589691  -7.11459455   4.57886843   4.030499578  -0.67481692
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[158,]   1.59852560   4.99420561 -11.59066273   3.485422835   2.98027740
[159,]  -1.62297508  -0.30676157   6.83388373  -3.131277005   0.05276447
[160,]  -0.61978492  -0.20218525   4.79015731   4.704509983   2.08554667
[161,]  -3.10717083  -7.42419782   2.08732297   5.151797772  -0.94387700
[162,]   2.11971787   3.16399673   3.47636528   1.376204978   6.12632299
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[166,]   1.33314763   0.09366430   1.98780540   1.685430364  -1.41741046
[167,]   1.59922203   3.96446781  -3.64466682  -3.522734497  -6.58200554
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[169,]  -5.64184641  -2.60698742  10.68323481 -10.972889929  11.97951618
[170,]   8.34058336   1.31960120   7.26240246   6.655205503  -0.57923104
[171,]  -2.19072042   3.58418145   1.59690063   2.771014997   2.57340448
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[175,]  -2.94407384  -5.79353780  -0.59003829   6.033476379   4.60646268
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[180,]   2.04695444  -1.52825411 -10.99130506  -5.148623383  -4.77754016
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[183,]  -0.46058005   0.61387415  -1.31539489  11.647155008  -3.41073757
[184,]   6.18346981  -0.76348494  -3.15613168  10.708616678  -3.89197302
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[186,]  -8.91508926 -16.13050878  -0.40540227  -2.364742936   6.15543305
[187,]  -2.53381715   5.19361524   7.14477205  -3.408521606  -5.84888402
[188,]  -0.60559045  -6.18035239  -0.52612981   0.680910217  -2.06938080
[189,]   6.96356799  -5.70914255  -2.21387359  -0.844499526   1.54045760
[190,]   3.51707305  -0.44035014   4.05322446   5.557530692   5.36323594
[191,]   8.56140654  -0.68017005  -2.88801770  -0.129930193  -4.13828651
[192,]  -4.47510360  -1.16959113  -4.57913872   6.900809093   1.89729778
[193,]  14.19034902   8.03453549  14.61026979   6.060340300   2.66820930
[194,]  -1.13395976  -6.59253622  -0.03494953  -4.149212172   2.67946374
[195,]   1.22645667   0.96344535  -3.11863780   6.441500113   0.30908841
[196,]  -4.30442548  -1.83617890  -3.68160562   0.714598156   3.98313525
[197,]   0.21271818  -6.13875533   1.11405107   6.553425622  -5.17736463
[198,]   8.45342649   4.34058030  -7.91022768   4.944485585   0.09035640
[199,] -16.67947882  -4.63731347   3.71353954   0.261834758  -0.60354437
[200,]   0.68444103  -1.83921180   0.44625473  -2.035402725   0.45136437
               [,11]        [,12]        [,13]        [,14]         [,15]
  [1,]  -2.250350863   3.23802711  -3.77806777  -1.70079732   3.436155747
  [2,]   6.901695057   7.27238329   9.30543383   3.29158585  -0.181048598
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 [13,]   7.820678799  21.85202383   0.80371148  -3.31771343   5.634857840
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 [15,]   1.475290257   7.69051304   0.90420754   3.60867493   5.054317663
 [16,]   2.104760299  -0.82636364   2.98087505  -3.77989489   6.700817958
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 [24,]  -3.087480613   4.59336834   0.54417641   7.34997514  -6.290061583
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[184,]   0.677854764 -12.57479946   2.68102356   4.74282929   3.027463038
[185,]   3.083134019  -4.47870239   1.87223016   6.63246140  -6.294819112
[186,]   3.331053780   6.63605329 -13.13283432  -1.34245746   4.917184534
[187,]   0.012054697   8.25220616  -2.46794460   0.43041583   8.968476854
[188,]  -4.248005567  -0.51528377   9.49855105 -10.41056605  -4.943140533
[189,]   0.322793056   1.39818747   4.71791341  -9.82054842  -4.791807173
[190,]   2.074541921   3.77864784  -4.46883650   5.28864987   9.590550612
[191,]   1.151188123   3.54986843  -0.52629023 -10.57783758  -5.081930877
[192,]  -9.063372788   3.38141620  -4.54176429  -4.29498222  -4.810578998
[193,]   1.800207963  -6.52540639   1.47798468   1.18689238  -5.600306720
[194,]   1.883251871   4.09575366   0.19266219  -3.34139291  14.554076348
[195,]  -1.169372966   0.20264269  -6.85290652  -3.93053383   2.684411736
[196,]  -6.564238286 -10.50906234   0.13243552   5.66961937   5.914634007
[197,]  -5.062792662   0.32634124  -4.52763821   1.36118669   4.627054799
[198,]   3.996746765   4.43282043 -10.34577943  -3.34487265   3.204698864
[199,]  -1.437569162  -2.38306882   4.34396573   0.40169855   0.612465680
[200,]   0.460462618  -1.68562237  -1.30817544  -3.81636222   0.714216356
              [,16]        [,17]        [,18]         [,19]        [,20]
  [1,] -18.33307782  -7.11763132  -6.00582370   6.305795474  -3.47822461
  [2,]   8.59334419   3.99451231   5.87668167   0.898811474   2.20635490
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  [7,]   2.32567646  -9.49045101  -0.70530568  10.826472889   2.82370796
  [8,]  -4.88999947  -4.70504436  -0.45904632  -0.507127404   5.27035711
  [9,]   0.31395721   3.38005362   6.29910583  -4.585958811   2.35258579
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 [16,]   5.70354615   4.43143789  -1.76268625  -4.414500383   2.61562863
 [17,] -17.72458674  -0.05663230   1.40090256  -2.250916980   8.08732394
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 [24,]  -0.59731893  -0.24462646   4.95263496  -7.793337368   2.17858504
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 [28,]   2.95721699  -3.95581118  -1.98594802   3.658995556  14.44381893
 [29,]   3.19749711   2.07489660  -6.88689410   4.021401944  -5.10116947
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 [33,]  -7.87952333  -1.65953217  -0.78966048   3.773151313   3.96223447
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 [74,]   6.89490726   3.45314289   1.68673594  -1.051304950  -6.69857274
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[100,]   2.82241467   5.38108164   6.38896426   1.022317921  -6.79675661
[101,]  -8.46115565   0.57061435  -0.39495433  -3.500381819   1.25249915
[102,]  -1.99218153  -0.84830481   2.89342403  -5.848555297 -11.55326565
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[105,]   7.17561105   9.49219989   5.67220852   1.414065546  -1.01083394
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[181,]  -1.09570238  -2.08093408  -5.91537191   1.853936399   7.83023512
[182,]  -6.51930749   4.53736241   1.41226009   4.497844242  -4.03515369
[183,]  -5.57910590   0.16781066  -0.24299238  -3.780007178   7.06273671
[184,]   6.75412037   2.87891362   1.57295692  -0.809030091   5.22190230
[185,]  -3.22244764   2.93004584  -0.34676973  -8.258826920   1.44161484
[186,]  -9.76138144   0.73454331  -0.63509240  10.412636349   5.15212608
[187,]  -4.46505629   3.00337367  -0.08106314  -7.370663808  -8.30003808
[188,]   7.23747143 -11.84636547  -3.50858812   8.291653270  -4.17975102
[189,]   0.07447856  -7.26730999  -6.16224673   2.508216683  11.40774887
[190,]  -5.32673389  -0.61008266  -1.07400011  -3.982426347   7.97989794
[191,]   6.84836869   9.49587975  -1.94989094 -12.415542148   3.77747510
[192,] -11.30845583  -5.23511864   8.78455055   9.990103009   0.08282083
[193,]   2.10441988   2.15127354  -3.03989039   0.679987956   0.69821831
[194,]  -2.40969286   8.42935600   5.21689247   1.380445932  -0.52388318
[195,]  -0.53485870  -5.30064227   3.18971054  -1.307822528   8.96861225
[196,]  -9.29617875  -9.29954036  -9.73166278   5.482884729   5.14445342
[197,]   5.43218948   1.17070366  -0.23497736  -0.829999917  -1.60282056
[198,]   0.35243749  -0.19819491  -3.01665408   4.817640197 -10.48625414
[199,]   7.36619086  12.62366778   5.01087174   4.965056155  -1.55446049
[200,]  -0.17010299   5.38179207   1.12833525  -2.326342945   0.27503638
              [,21]        [,22]         [,23]         [,24]        [,25]
  [1,]  -5.32394185   3.92391777  -6.343976306  -5.059244907  12.88945997
  [2,]  -2.62087523  -0.25031737   4.499278315 -16.757139602   2.08554033
  [3,]  -4.16705467   6.01480870  -1.676603149  -2.311265095   1.21116450
  [4,]   6.51297407  -0.68204855  -6.466883699   2.192180322   2.21155171
  [5,]  -5.37942265  -7.76715041   7.788852480   2.681399349  -4.34029425
  [6,]   1.06909169  -5.19860923   5.405697401   6.195809317  -0.97884567
  [7,]  -1.94154936  -6.47184660  -7.335028757  -7.335428478   5.63503088
  [8,]  -4.95228240  -0.25606472   9.139067545  -1.273358014   7.01717244
  [9,]   1.00945564  -3.92314974   3.786581635  -3.731988997  -1.18823256
 [10,]   4.32417340  -6.55889255   0.218297686  11.771771036  -7.43242582
 [11,]   1.65541204   0.02796853   2.609502425   1.989564616  -3.89426557
 [12,]   4.30660795   6.02278359  -0.008333499  12.380374344  -1.99696072
 [13,]  -1.98004369   1.36709169   5.748512892  -7.139580027  -1.28581830
 [14,] -11.75737935  -3.36688453  -7.542391243   5.871768450  -2.78327149
 [15,]   5.94165021   1.43100559  -6.381226804   8.152088100 -10.54668016
 [16,]  -4.48068141  -3.73568472   6.971011295   9.695556572  -3.07619332
 [17,]  -4.66165892  -0.94010955  -0.773403668  -5.943403098  -0.95656856
 [18,]   4.66350403  -2.94908055   6.366320532  -0.487869435  -8.00663708
 [19,] -10.24644750  -0.23230667  -8.917872926  -3.433114658  20.51824734
 [20,]  -4.75627484  -4.60703007 -18.092920314  -6.184333875  -6.89178211
 [21,]  -1.36780658  -7.80690672  -1.444406739   3.677537319   0.03905301
 [22,]   3.36440886   0.39076911   3.252359158  -5.323428012  -1.78327070
 [23,]   0.57760646   1.20729651   1.556884735  14.755894794  -0.18246863
 [24,]  -1.45540645   3.67785807  -3.900639606  -6.126245384  -9.45584258
 [25,]   4.56068696   6.46535980  -6.097359398   4.316176266  -5.44717914
 [26,]   2.56930638  -4.73827885  -7.925287951  -9.459695252  -7.79282143
 [27,]  -1.09147756  -8.28543776   3.100127221   8.432657246  -5.16027411
 [28,]   0.19359111  -5.27748342  -3.755360035  -7.540551850  -0.35164258
 [29,]   2.50095810 -13.19335324   4.380941887  -4.533718738   2.08926659
 [30,]   5.30876546   3.85274462   2.955498731  -5.292647077   2.07175285
 [31,]   0.09993605  -1.37927170   2.087173169  -5.125781134  -1.36515325
 [32,]   0.37242218  -0.96712454  -2.156145779   0.008305416   8.81861512
 [33,]   7.52748372   1.81283117  -6.935894445  -2.631990573   3.08008355
 [34,]  -3.32557491   0.51575957   3.942026530   3.703357042  -9.82404025
 [35,]   0.28842459  -3.95821345   1.406290471   3.387439008   1.93353351
 [36,]  -1.83809763  -7.08127616   2.420371290  14.744446940  -3.46354450
 [37,]  -6.19299878  -6.73419606  10.151064827  -3.039822930  -1.57988019
 [38,]   2.69993223 -11.06077170  -4.265739910  -4.552766179   2.27433151
 [39,]   1.28987797   9.80806720  -3.569784997   7.155219253  -7.36808334
 [40,]   2.59713367  -7.76498154  -3.534673846  -5.768555058  -1.71229387
 [41,]   8.64153718  -2.94755957  -2.615489452   5.856074516 -12.47072319
 [42,]   3.42424556  -5.64821570  -2.957596237  -4.473464490   5.96518301
 [43,]  -2.93063836  14.40232349 -11.130741169  18.860020799   2.13252561
 [44,]  -1.22318905   8.39227520  -4.571837119   2.564920031   5.95326049
 [45,]  -4.69311826  -2.24559808   2.051044612  -1.248350088 -15.08642038
 [46,]   4.91370227  -7.17701271   4.477711640   0.081139868 -14.57403563
 [47,]   6.08822693  -3.03194303  -4.643514334   3.279023655   5.33222001
 [48,]   7.04187157  -2.51798448   5.554721410  -9.832203694  -2.37622197
 [49,]   1.14607258  -1.82506987  -8.610776789 -14.860564280  -1.16790054
 [50,]   5.15872060   0.70338697   5.161749340  -1.701296198   0.55355943
 [51,] -13.02570021   7.92161590   3.141591162  -0.087173258  -5.63071304
 [52,]   7.25852682   5.60669858   3.633382440   3.497487440  12.88953772
 [53,]  -3.89582855  -7.90275341  10.195733412  -4.407969340   0.99936521
 [54,]  -5.26602474  13.02713593   5.702879678   3.345241462   1.38945241
 [55,]   5.15478019   1.97736944  -9.766227467 -14.920802137   5.81494608
 [56,]  -7.91366807   3.25180509   5.260177265  -0.438421348  -8.27984961
 [57,]   2.04436515 -10.04276485   9.608287417   3.793732412  -3.76134944
 [58,]  -3.20206115  -4.31246161   6.525937917 -12.334684431   5.16013678
 [59,]  10.48943623   3.60883046  -6.904637375  -9.760390284   3.42790040
 [60,]   0.18727325  14.50574826  -0.327859968  -2.577508618   7.51161215
 [61,]   7.54666146  -2.85156573   5.438722331  -3.376996032  -5.59606310
 [62,]   1.45475800   2.96881821  -8.890426253  -3.668182767   1.07202271
 [63,]  -4.92670693  11.40645889  -0.814477849   0.828840274   2.62120747
 [64,]  -4.70597018  -0.19596526  -0.674113761   1.937809042   3.61816421
 [65,] -11.86295770 -10.07801845  -4.678418029   1.213166308  -4.43888664
 [66,]  -2.42779293  -2.39357714  -3.860758415  -7.371164599  -0.88999934
 [67,]   3.85901359   6.83292247   4.510824397   1.880580347  -0.33922929
 [68,]   2.61231277  -8.55066305   3.493819726  -4.156284604  -5.60977822
 [69,]   3.07228567   0.91238553  -1.564847513  -1.911528450   6.06714626
 [70,]  15.21857973   4.72103064  -1.959033603   0.712891139   1.45862077
 [71,]  -1.30867283  -8.74204966  -2.085065018 -13.196191188  -5.20359056
 [72,]   0.51931967   4.05320747   0.570363695 -10.618976150   3.66588702
 [73,]  -2.24972180  -4.30536680  -1.878010853  -0.153800095   7.27587731
 [74,] -13.66301366  -0.36686072 -12.417986881   0.465577972   2.55471994
 [75,]   0.71679059   7.51662352  -1.337622907   2.542000033  -9.22944386
 [76,]  -2.98799544   0.31610438  -1.834501959  -0.614564718  13.51360036
 [77,]   3.28248522   6.67627840  13.273324316  -0.524437892   3.72995676
 [78,]  -1.22054154   6.25953924  24.211828077   1.199950722  -3.54637566
 [79,]   0.89294185   5.74583538   2.468943225   8.567552310  -4.90187074
 [80,]  -5.48121669  -3.60610174   1.994291250  -7.403603300  13.29282498
 [81,]   5.21249174  -5.50305624  12.489841692  -5.411008650  -1.80575189
 [82,]   5.84522812  13.34543566  -7.213773685  -8.842791542   3.75841462
 [83,]   4.69869932  -3.35125488  -0.052857088   9.375559494   3.54188933
 [84,]   1.43489615   0.33393476  -2.636616321   8.802030727   1.60004222
 [85,]  -6.34033097  -1.91249426 -15.501893567  17.430716947  -4.30708517
 [86,]  -6.32498315  10.51804386   7.183085733   3.952552529   3.35592349
 [87,]   1.04376415   6.51030469  -6.874472344   1.800888669   4.21031469
 [88,]   3.94968764   9.15200784   3.742716946  -6.073108801  -2.79264497
 [89,]   9.79467656   1.78023797 -13.074148910  -1.341970183  -5.95256617
 [90,]  -0.36267736  -5.08256551   1.467097110 -17.405218210   3.02745412
 [91,]   7.41205143   2.33313837   8.747630529   7.433616352   3.34456677
 [92,]  -7.00702008   1.06142048  -2.909221970 -12.990986173   0.81312059
 [93,]  18.58888271   9.27978751   5.454238481  12.066805828  -0.84091528
 [94,]  -4.92384573   7.06798916  -1.996044493   7.074493751  13.59935382
 [95,]   5.66302805   1.44411248   7.027484650  -7.382588680   0.19254282
 [96,]   7.21894735  -1.71631431   4.020924998  -2.395987555 -12.72307091
 [97,] -13.25225390   3.89277821  -1.175025392   2.768544865   1.37073348
 [98,]   1.37051079  -0.70384893  -4.177313259  -2.157898760   0.67534232
 [99,]   4.42434389   3.35828513  16.988908874  -5.950113056   8.98559706
[100,]  -4.45569211  -1.48416807  -3.110847561  -3.748721785  -1.99805976
[101,]   3.99415970   2.78729974  12.645321145 -10.206580449   0.07828663
[102,]   2.38878876   5.68710777  -0.657231757  -6.392964239   3.59773504
[103,]  -3.90723963   2.97604838   4.505356456  -9.842996545   2.69705140
[104,]   7.13995182  -9.86920001   2.722825423  -7.435559207   1.57331093
[105,]   7.20088469  -3.76119290   2.147739084  -0.590397917   4.28228596
[106,]  18.77196924  -1.52831654  -3.339793060   8.329510036 -10.95656963
[107,]   0.93334779  -5.24364262  -7.420736016  19.878104113   6.51211587
[108,]   7.37168901   3.59254952  -3.149860803   6.775098651  -0.48668277
[109,]   2.75124000  12.32799872   1.271852318   5.325325402  -3.15152483
[110,]   4.48982741   7.42559360  -2.105607576   1.264661314   0.14980140
[111,]  -2.85187585   8.90225552  -1.514674560   5.226410234  -0.22650648
[112,]   3.02860980   1.80390790 -16.335229838   5.745289750   2.13505173
[113,]   8.18847338  -2.30343301  -2.954751226  -6.906915195  16.28968798
[114,]   4.59469889  -5.01765849  -7.281030821 -12.890684998   2.47795173
[115,]  -1.68965676  -7.58922536  -7.640009333   5.265988544  -6.56285535
[116,]  -6.27934088   0.92342079 -16.470397800   3.607713917  -6.30862151
[117,]   5.13281828   2.15244169   0.075963157  -4.112812974   3.79163060
[118,] -13.24850223   1.05404207   0.763674273  10.394020326   2.79551353
[119,]  -9.01365969  -8.55537437   5.296521545   1.772088587  -2.37518681
[120,]   9.34114198   7.18284146   3.669794434   0.399926588   3.91192376
[121,]  -1.89814448   1.40159802   2.390721985  -8.879970239   3.83426779
[122,]   4.37352131  -1.03257245   7.226984526  -9.639189622 -12.84523722
[123,]   3.31410041   0.99403511  -4.979268817   5.096078874  15.58269343
[124,]  -3.66110346   2.34042452  -1.535219638   5.844366242   5.38094110
[125,]   1.83513083  -0.58306713  -1.493483854  -6.291812658  11.84656132
[126,]  -4.01115147 -13.27750809  -5.929546851  -9.462596211  -8.22715798
[127,]  -9.30854487  -2.30962112  -0.237736558   9.764745673   6.25868265
[128,]  -3.89155439   3.46428621  -2.012827838  -4.221393514 -16.56873454
[129,]  -0.67614290  17.63090405   8.477334546   2.598776524  -3.88091693
[130,]   2.73351511   1.16339312   4.945760084   8.181223483 -11.79179587
[131,]  -3.38684658  -5.64496439  18.474071615   5.962190281   5.05086982
[132,]  -2.45567184  -4.36416006 -14.446635126   2.127065155  -2.79518875
[133,]  -4.24879011   1.23848404  -9.147108364   2.968210796  -8.76836411
[134,]   1.45248168   5.97119608  -7.876753506  -4.470327874   6.40213496
[135,]   6.94543839  -1.11550481   1.782238140  -6.659353029  12.98356068
[136,]  -5.25894967   1.75457064   0.495662533  -5.657436797 -10.37451981
[137,]  -9.15383084   3.33311982   0.643858283   0.454780226   1.60807820
[138,]   3.62197507   9.83068250  15.154902102  10.910733156 -10.23454091
[139,]   3.14250119  -3.18993558  -1.466232624  -2.207825821  -0.81633548
[140,]  -1.13973099  -5.63131973   2.345425541 -10.926909331   0.08203309
[141,]   2.36149684  -3.52531419  -6.997289752   5.386678349  -2.67564862
[142,]  -4.51999820   0.26544268   8.200562822  -6.365720783   5.79245703
[143,]  -2.29710737  -1.34719061  -3.491939427  23.309643629  -5.64604769
[144,]  -5.37987450   1.83886696  -3.362265214   3.270697353   1.04125517
[145,]   8.66341260   2.45554008  -1.044224831  -8.284704277   2.69724691
[146,]   6.78368431   7.00209878   7.456557753   4.759569387  -5.23505004
[147,]  -8.42556676  -4.63348154   6.233943822  -2.486872550  -2.50063954
[148,]  -6.71222643   1.35775576  -8.913457598  -0.812426904   1.41679771
[149,]  -1.76802505   6.94385295   0.052888499   2.604906990  -4.50580443
[150,]   4.67018711  -3.30185214   5.581433393   3.850095912 -11.13467008
[151,]  -4.83745571   7.18489201   3.092232461  -2.545794987   1.77543650
[152,]  -5.44962103   0.39264104  -4.183914478  -4.583086263  -3.12258966
[153,]   4.27158089 -10.02493468  11.932321994   2.863534742  -2.21139459
[154,]   9.26231023   6.99961683   2.898681142   5.781122694   6.92841768
[155,]  -9.71888275   6.80228064  -5.821334015   3.835782088  -1.20421146
[156,]  -6.00814856   3.86912445  -4.375357677   2.436985809  20.92369497
[157,]  -6.19612363   3.61286867   3.745076806   4.159456964  -3.37772485
[158,]   0.60446392   9.78718171   4.481054222   0.475497129   1.87648184
[159,]   5.08564400  -8.96517236  14.428894746  -7.129713019 -10.44672540
[160,]   0.77757550  -3.74013231  -4.169496563 -10.154121237   3.51468010
[161,]   0.10269970  -3.39330953 -13.998479060  -3.592851072   0.39186527
[162,]   2.81556780   3.55069936   4.827293008  -1.037432381   0.98575312
[163,]  -0.55459517   2.02075806 -11.419952886  16.952496474  -0.10386519
[164,]  -3.05642982   4.93501095  -7.363579846   2.146308554   6.54825802
[165,]   8.44092278  -0.09322309  -1.487217475   8.773552048  -4.39526756
[166,]   0.91302512   0.23422563   7.264800298 -10.595047142  13.59637574
[167,]   1.60495863   6.61841501  14.873032575   7.467718078  -6.82573935
[168,]  -0.84933389  14.68024986  -0.676913514   1.124428802  -1.48715570
[169,]  -6.48749241  -0.50885128   7.322303298   3.377399866   1.41617866
[170,]  -1.13302953   9.57567288 -10.628769900  10.973385783  -7.38436255
[171,]  10.37692379  -4.43909333   4.876356185 -10.921162552   3.30741193
[172,]   4.05916703   3.37363780  -9.900893828  16.178514164  -1.54265081
[173,]  18.75590824  -6.54525019   4.467603128   1.642963639  -4.44899327
[174,]   1.34862926  -8.03221928  13.913383069 -24.436801195   0.49561034
[175,]  -2.48249580   8.04647685   1.404718424   5.715590013  -4.28977763
[176,]  16.42289875  -2.96841024   1.093901080   8.679886662  -0.70238293
[177,]  -5.22264908  -2.82723759  11.092430891   5.173928451 -14.17007485
[178,]   3.66291407  -3.19503707  -4.271663347   1.303280579  -4.48794426
[179,]   5.34969998 -12.81798127   2.765718048  -7.612400867  -6.70247489
[180,]  -0.83617183   5.69905369 -12.364041910   1.747236773  -1.28954516
[181,]  -8.44136381   1.42128922  12.470333513  -2.585096443  -6.60615385
[182,]   8.91505283  -3.24090875  -7.393529336   1.731442198   0.55277017
[183,]  -1.28395848 -11.92042983   9.548859078  -5.270218319 -10.35395589
[184,]   5.15994505  -2.59516824   2.920235990  -7.294684820   0.69341034
[185,]  12.95406677  -2.85130197  -4.710844630   6.468680696  -4.59194315
[186,]  -1.09711969   0.96483280   0.039982199   4.056466577   2.62299262
[187,]  -4.15863544   0.69214598   3.765210321   2.388723486  -3.61972530
[188,]  -7.87450048  -2.36628532  -0.866342490   6.772239726   6.30079250
[189,]   0.37340388   0.52068155  -3.445284707  -0.551981856  -2.31027356
[190,]   5.84385663  -0.12937713  11.923908838 -22.989763156   8.74159247
[191,]   6.28747805   2.92404397  -1.114899122  -4.308507809  -8.75507145
[192,]  -0.53648682  -1.83585778  14.805189992  -2.366122414   2.62979887
[193,]   8.51485774  -7.36523819  -3.579155340 -10.979284643   1.49343185
[194,]   5.63524588   4.34485211  -4.133689222  -1.044374221  -5.64123713
[195,]   3.41740776   2.69028823   2.706857176  10.219937718  -0.60176052
[196,]  -5.46262408  -9.67102639   3.488356305 -10.550026136  -8.99249706
[197,]   8.11621029  -1.40860029   0.892726995  21.966912609 -10.95187960
[198,]   6.37786622  -0.68220572  -1.692687771 -32.569048376   1.53594418
[199,]  13.31308322 -13.54449391  -5.812312640   0.378096058   3.92116531
[200,]  -5.40997882   8.25161503  -3.783031281  -2.678804372   1.31059323
              [,26]        [,27]         [,28]        [,29]        [,30]
  [1,]   2.32297893   1.96525161  10.891165348  -0.23696526  -2.54274502
  [2,]   0.65492504   2.85745410  -5.175047583  -2.25115574  -0.42169929
  [3,]   2.42339933   1.15064264  -3.422153586   3.95535986   3.23673170
  [4,]  10.65637651   2.94820371   2.685294079  -2.20735168  -6.98171868
  [5,]   2.18608435 -12.77772107 -10.456400001  -1.78263113  -1.70588874
  [6,]   7.00503723  -3.20570549   1.083914778  -0.56496954  -3.39422195
  [7,]   1.05969882   1.70003809   0.836121534   1.34277036  -2.19913562
  [8,]   3.38941155   1.65133825  -0.172063387  -0.12434659  -1.35592195
  [9,]  -2.29435007   2.87648251  -1.448438135  -2.00888481   1.38614135
 [10,]  -2.97927310  -5.14973023 -10.153540401   0.63950660  -8.91286494
 [11,]   2.52835219  -5.84147884 -10.082858809  -8.32289837 -11.98310588
 [12,] -12.48443591  -3.42307194   1.260783910   9.98354804   4.64925115
 [13,]   1.63154355   3.69285552   0.573212927  -3.06789783  -6.55261414
 [14,]  -0.11609195   0.74944466  -4.346358550   0.92826536  -8.95066312
 [15,]  -0.89469626   2.12265833   2.584761093   6.17424747   2.51595068
 [16,]  -4.76876493  -3.86930990   2.744223332   3.64419303  10.63166892
 [17,]  -5.49743185  -1.53693775   3.307378722   2.94666470  -5.57173950
 [18,]  -8.27305144  -0.05721240  -2.475140674   2.65317329  -3.93070552
 [19,]   6.37756856   3.04369650   1.266687699  -8.30142054  -1.08553395
 [20,]  -1.96110754   8.23114703   0.574050894   4.63882439  -8.18238836
 [21,]  -3.33369080   4.89071136  -0.152319082   6.03172056   0.49819132
 [22,]   3.98621157  -2.76735182   2.128526071  -1.37501242  -5.35642923
 [23,]  -6.18595104  -2.26799278  -0.396296551   7.13105936   2.53194126
 [24,]  -2.88532332  -1.53034716  -0.979773174  -1.57186339  -4.02078731
 [25,]  -6.58374205   3.93822319  -0.631594875   6.79226526  10.33548767
 [26,]  -1.68614352  -0.99720736   2.877599069   1.01684566  12.61660617
 [27,]  -0.00400622   5.21354521   0.036630278   0.58464743  -2.51471641
 [28,]  -6.13011685   0.29502712   2.687416164  17.86783143  -0.31367806
 [29,]   1.63154892   3.71886946  -0.031836871  -1.82239278  -2.29932239
 [30,]  -2.23422125  -8.62991274  -6.185096712   2.57462211  -2.79627467
 [31,]  17.65462040   4.55945287   6.374016421  -5.78763221  10.95187086
 [32,]  -8.61869513   3.45360220  -2.406513874   1.26284420  -1.41564284
 [33,]  -1.97214925  12.15002979   6.797416040  -0.98500538  -9.45121275
 [34,]   2.31858421   2.07741213  -6.165422970  -1.29316733  -2.83448458
 [35,]   7.03340842   2.70125726  -4.718231469  -3.66353834  -0.65602446
 [36,]   1.75542243  -0.17930871  -6.515070401  -3.34117420  -4.37611151
 [37,]  -1.91274964   0.56327356   0.307107422   3.83687908   1.26022757
 [38,]   0.54599624  -3.18991951  -1.447650337   7.88985201   9.24824109
 [39,]   4.37637329  -0.75772773   8.090206956   4.35789449   3.32852525
 [40,]   4.43278030  -4.51901414  -9.451972221  -4.96594815  -1.11728573
 [41,]  -0.07641903   1.35865526   2.791739911   6.70660193   6.08135970
 [42,]  -3.40814931   4.05228107  10.932043920   1.86042333  -0.48485110
 [43,]  -2.69701711  -3.85510610   6.806552134  10.27565733   2.94799347
 [44,]  10.93534393   8.95520641   0.037534290  -1.48114369   8.28131819
 [45,]   0.52448423   4.01031304   1.958555895  -1.85918666  -0.52088830
 [46,]   9.22393089  -4.93316593   9.991341359  -2.09734900   6.80498462
 [47,]   3.53238832  -2.85188667  -6.156380847  -3.41583282   1.67147636
 [48,] -11.30539457  -5.44711473  11.565503934  -0.98930744  -6.46007875
 [49,]   7.00290207   1.25147984  -7.430032708   8.08207640   5.83435345
 [50,]   2.21257762   7.15626277  -1.316897596  -4.99672695  -3.33314752
 [51,]  -9.36780348 -12.77562733   3.849921844  -7.39965176   5.94028659
 [52,]   1.85397928   0.97902026   1.281736387  -2.89816237  -6.92837272
 [53,]   9.52088568  -1.66460759   3.674448295   1.22461540   5.36062021
 [54,]   1.79030588  -2.01831210   4.099837545  -2.38936381   1.25175361
 [55,]   1.50018630   6.21361064   2.755856261   1.07611625  -4.09003025
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 [59,]  -3.78224966   2.05964641   7.817754250   0.45551597   4.38235441
 [60,]   1.07008269 -12.38180591   1.641887247  -2.10922344  -2.28495828
 [61,]   2.81662778  -2.42525204  10.067865432   0.10611404   0.93881814
 [62,]  -4.73587705   9.50756665  -1.251323074  11.20875316   5.43304989
 [63,]   4.86054846  -5.25819552  -3.227224992  -5.44828258  -8.15116294
 [64,]  -0.91939435  -4.32962738  -2.944753744   2.53041797  -2.54001832
 [65,]  12.91095124   0.59165127  -7.541285377  -6.93516056  -6.25001347
 [66,]   1.93789467   3.43434354  -2.583701794   0.49441724   0.09166032
 [67,]   2.54784606   1.72099328  -8.369680283  -5.11458497  -3.29210707
 [68,]   4.73317050   5.69701298  -3.413196001  -1.49500576   8.59426170
 [69,]  -3.69157986  -0.89367618  -9.044277502  -1.96211000 -13.03459594
 [70,]   9.84276119   1.75046155  -1.606550700   3.01777072  14.68088660
 [71,]   2.91655398   1.47943103   3.479658554  -5.32056108   3.15801000
 [72,]   1.05968252  -1.49272311  -3.230603080  -5.36858091  -4.86927395
 [73,]   6.11037953  -5.47193237  -6.054974942  -6.22826559   2.42053759
 [74,]   5.63274417  -8.39888371   0.662474646  -1.13224515   2.43880342
 [75,] -12.30911423   3.10369430   3.515374893   3.68683234   1.98088526
 [76,]  -7.02870606   1.87705087   2.004858335   3.60886196  -7.35614215
 [77,]  -0.86377434   3.41501551  -2.671835987  -5.78253925  -0.96610589
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 [79,]  -1.39449887  -0.99273807  -0.126774217  -3.78024435  -0.58488773
 [80,]   2.21836950  -3.33084806   0.570961454  -4.51470973   4.28437391
 [81,]   8.80449812   2.25196798  -9.197638453  -3.89622865   0.05195357
 [82,]  -0.73890978 -13.60035493  -3.450209706  -0.78077548   4.25332078
 [83,]   0.92108944  -6.51353235   5.487539402  -2.73183550   2.26653187
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 [87,]   3.60934670   2.22928704   3.691596169   0.16803861   0.65913826
 [88,]   5.61196238  -5.32965463  -8.131613139  -4.35781979  -4.36129824
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 [90,]  -9.40973696  -2.94106242  -1.122553735  -2.58839168  -8.29012244
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 [92,]   9.37735283  -0.99319674  -1.730235308  -3.66742208  -9.52217422
 [93,]  -5.58565446   8.65543546   5.372594602  -0.58839607   2.30324687
 [94,]  -2.34159337  -3.07498639  -0.093104407   0.25746487   4.51865832
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 [99,]  -2.59822734   1.78463942   0.066387119 -10.54435638  -1.18536944
[100,] -15.53015800  -0.78712897   3.759133889  12.94455215  -1.54363057
[101,]   4.30585143  12.04334808   2.898831972   0.11771301   2.05809393
[102,]  -8.98408629   2.88924180   2.225818225  -3.95442319  -2.29781100
[103,]   5.47189212   7.27379320   1.798499659   0.27658129   0.18011187
[104,]   4.09399107  16.14972207 -13.873493909   5.72141775   2.15074989
[105,] -10.32409280  -5.10308299   1.848134982  11.87270666   0.38487082
[106,]   0.98850967   0.27409866  15.892869667  -0.94941494   7.34095480
[107,]   4.18245964  -1.65936682   3.688982960  -1.82985225  -0.81781600
[108,]  -0.69471146   2.49105916   1.350953692  10.51772942   3.06695181
[109,]  -3.45759646  -5.17017252   0.309783188   5.34247528   3.57175409
[110,]   3.92768545   2.62818726   2.791698370   5.83494791   3.87102241
[111,]  -2.70036347   0.14307585   1.148846424   1.77172739   0.58748604
[112,]   2.93507238   1.51198770  -7.671341275   4.87134408   4.41706261
[113,]  -0.77773551   0.59264221  -3.099728745   1.23073453   5.16292499
[114,]  -2.14215165  -0.30723942  -2.143837061   3.04480400   4.25659785
[115,]   4.73975128   5.42260517   0.630854377  -2.67782268   4.24584145
[116,]   1.99716645   3.94078876   3.128259550   3.81254024   5.99863542
[117,]   6.05801824   5.26597000   2.695025376   4.26972244  -1.55834847
[118,]   2.25197141   4.42288494  -1.382186325   0.98835001  -0.24773155
[119,]  -3.28325059   1.43712980  -9.739062337   4.14047193  -0.46913943
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[121,]   4.81526761   6.05548849  13.152737214  -2.90373594   2.95069316
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[127,]  -2.05672986  13.11270027   0.356904620   2.80822884  -0.52384401
[128,]   0.90177848   1.70556950   9.522087211   1.36483833   7.75922070
[129,]  -6.92187352  -4.79689797   3.853200280   0.06195344   7.66774126
[130,]   2.00649703   5.57359303  -4.025745870  -3.79062130  -2.25685806
[131,]  -2.20318479  -5.12660431   1.659492698   0.28979289  -0.14915748
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[133,]  -3.62504144   2.64626364   6.002182296   8.50909002  -1.18944734
[134,]  -1.60734469   4.62575568   2.308944507  15.55198792   1.13941899
[135,]  -1.78980995   6.35944354 -10.347775375   1.71782470   1.80452373
[136,]   2.85848652  -2.06809309   4.248773292  -1.57332504   2.07252428
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[141,]   0.39276996   4.34393318   9.718541033   2.25185471   9.33604430
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[143,] -13.36509094   0.10171154   1.963432880  11.89234809   6.51190670
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[146,]   4.13064478  -5.03844853   2.460145546  -1.32531364   9.86510724
[147,]   3.37712616   2.58397962  12.751336982   3.53263285   5.27827574
[148,]  -9.42589199  -1.73393680  10.604424700  12.71652661   2.01899216
[149,]  -1.40623218   2.21913966  -3.941552830   1.72965055  -2.37492819
[150,]   7.61943918   0.50177628 -13.495333489   4.13320662 -15.21606871
[151,]   0.45338340   3.88533026   2.838934835   2.99842022   7.67407015
[152,]   6.30930246  -0.29305127  -2.248354956   8.81405330  -1.56470035
[153,]  -3.31395198  -3.13340895  -8.715455243  -2.15569944  -0.13435360
[154,]  -4.88646421  -0.57593743   0.670320103  -3.73813141  -4.19959619
[155,]  -1.12807188  -3.86138137   4.826018781   3.49733510   1.88184903
[156,]  -3.51220419   2.22294727  -0.821397592   6.32856417  -4.99356334
[157,]   4.66777389  -0.79986659  16.793295215   7.74154922  12.54424838
[158,]   3.51347188   7.25770498   4.373998713   4.91019667   5.78641490
[159,]   3.03830137   1.56776133  -7.849674759   0.92628862 -13.70499763
[160,]  -3.94447653   1.18021944   7.578391911   3.35328374  -2.42876755
[161,]  10.80377561   9.53028393 -10.080425236   3.90556388  -1.95622294
[162,]   4.01083536   4.93371017   3.407999145  -2.87044790   0.56633746
[163,]  -6.82065981   1.17852739  -2.152511771   3.77548735   0.69329611
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[165,]  -0.58143277   1.32627158   2.361197647   3.79451270   3.79375165
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[167,]   6.58092696  -3.10716832  -8.159477259  -6.02742687  -5.21497326
[168,]   5.54350509   0.61877288   2.065084361   3.32284144  -8.91118613
[169,]   2.24246985   4.21195062   2.327871971  -4.55393159   9.55938744
[170,]   6.79785205   2.43176192   0.974223849  -2.45385486  11.52839384
[171,]   1.19025949  -8.12482804  -0.006717268  -4.16731458   2.52928612
[172,] -12.80178769  -1.07447940   7.386113944  21.28949564   6.72533309
[173,] -12.95228477   4.40726022  -2.847981615   2.48991562  -4.35600744
[174,]   3.34106935  -1.19824520   1.685519825  -3.69835702  -0.50760498
[175,]   8.13513241  -7.99180584   5.779813336  -9.57093160  -0.72298021
[176,]  -0.05761363  -1.87803207  -5.899043159   8.43775146   0.87457207
[177,]   4.45638455  -2.69104753  -3.559279097  -6.63708603   4.28362058
[178,]  -0.28163866   5.23633487  -0.595184828  -0.01851441   0.36299197
[179,]   0.70354833  -0.92572779   0.872742070   3.21200257   1.85231500
[180,]   2.14670954   1.39002907  -4.707409111   7.85762444   4.32570779
[181,]   3.94186039  -2.50724745 -12.232183870  -2.72368772  -8.56602244
[182,]  -6.88368617  10.05138347  13.711908982   7.96194614   1.74978318
[183,]   1.86802554   1.75331199   2.811264819  -3.14602827  -6.40418797
[184,]  -3.43377498  -9.12847782  -1.811765062  -2.33808707   0.86007488
[185,]   2.81500779   9.79020136   2.735813334   2.59831544   7.64504847
[186,]  17.30545460  12.41795655  -7.988581831   1.20394907  -1.34525633
[187,]   6.87106662  -1.39999567   5.772140342  -4.56132384   2.78252727
[188,]  -0.32680445  -2.62480482  -7.425469964   1.24358494   1.07757705
[189,]   6.58959128  11.99711323  -0.863713425 -11.49624097   1.56798129
[190,]  -2.77898195   2.42138035   6.374797207   4.08391686  -5.45277261
[191,]  -2.54149814  -0.52672763  -6.440265157  -5.76352034  -5.65995094
[192,]   7.54605089 -10.31551052  -4.314093108  -7.81633322  -4.91925069
[193,]  -4.09668755   5.70176588  -1.200264649   0.61386174  -5.23057902
[194,]   3.21602907  -0.03444640  -2.216896380   3.26550753   2.43538147
[195,]  -2.98660849  -0.72426681   2.813664824   3.42514924   1.02427235
[196,]  10.79111176  -1.25775099   0.123733094  -9.29178303   2.00166905
[197,]  12.17457589  -2.68527668  -2.348777235  -0.45617924   2.53198187
[198,]  -4.89490452  -1.82933310   2.204910212   0.79835417  -3.92456284
[199,]  -3.48291643   0.87555892  -5.427530715   4.34101281  -0.98699846
[200,]  -0.94463055  -4.99237937   2.290787847  -8.79756188   4.70919807
              [,31]         [,32]        [,33]        [,34]         [,35]
  [1,] -12.90863025   4.749972729  -5.32248518   5.92920107  -9.524733427
  [2,]   7.51298133  -4.604087926   4.27229194  -4.99128025  10.224481349
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  [5,]  -9.06937420   0.300864685  -4.38062326   3.68615674   2.443758210
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  [7,]  -6.73896246  -3.776276889  -7.68063805  -2.69618275  -1.738103758
  [8,]   2.23418081 -10.751712441  -5.40285348  -2.24103104  -4.673876399
  [9,]   9.76168260  -2.699883006   9.34341044   2.44588340  -1.235664756
 [10,]  -0.43244507   4.588583004   3.30398386  -5.41897409  14.384480571
 [11,]   3.07356348   1.573591060   1.84296682   5.49912989  -1.165587305
 [12,]  -2.23832274  -4.615989030   9.36097383   0.44490447  10.401577950
 [13,]  -4.66244807   1.067307240   3.06865561  -3.11144722  11.307328058
 [14,]  -0.72752385   6.134600012  -3.59535058  -1.84128796 -13.067571808
 [15,]  -4.17356807   5.498474156   1.15684714 -12.93322476   8.769048509
 [16,]   2.15301633   1.655377248   0.24654153   2.74251393   5.216143255
 [17,]  -7.83352860   4.410969570  -5.43524073  -7.88504236  -4.311616560
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 [19,]  -3.14093549  -4.671655796  -5.95453733   0.07497231  -9.244656679
 [20,]  -7.52587130   4.627022380   4.51201703 -14.84275930   7.748794775
 [21,]   9.36665204   6.280704809   5.69192067   8.34155233   3.246068002
 [22,]  -0.44380404   3.289940037  10.08627948   1.60069039   0.175791236
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 [24,] -11.02101301   5.183821636  -0.21947229  -3.32649671   3.646988227
 [25,]  -2.70834227  -0.150789241   1.11134894  -2.39956780  10.229983248
 [26,]   2.53413722  -2.572564062  -3.43760945  -9.27381848 -12.138199366
 [27,]   1.87258443   0.427872904  -7.37193371  -2.33493899   4.231422568
 [28,]   5.96820271   9.381517894   1.15258486  -2.62725583   4.656157029
 [29,]   3.53499820  -2.779665373 -10.41249868  -0.79568461  -4.048905687
 [30,]   0.99545489   1.673167434   0.96939227 -17.75061980   8.569485240
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 [33,]  -8.51634160  -3.994355116  -6.99533510   1.52304469  17.186345722
 [34,]  -4.32736085   2.606927643   6.07839675   2.78829366   2.373863424
 [35,]  13.87072178   2.611628501  -0.99481995  16.52876719 -11.371691526
 [36,]   3.41659203 -11.666052004  -2.34434498   7.34519720  -6.877760778
 [37,]  -2.25207062   2.810723259   3.46345348  -3.53318690   6.756380770
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 [39,]  -7.78523757  -3.153627348   3.28070118   4.58157860   9.580204306
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 [43,] -13.34230915   0.200071504   5.82377311   0.50390638   5.027055571
 [44,]   0.56573412   1.500957379   7.52007167   6.66473551  10.619255767
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 [46,]  -1.36806866   5.394539669  -2.14632559   3.88891149   9.037035212
 [47,]   3.93076742  -3.564580719  -2.01035539  -2.09578002 -10.055186443
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 [49,]  -8.57941332   5.065101757  -5.49836076  -7.95579805  -3.179083061
 [50,]   3.56585434 -14.034814887   5.73297530 -12.19573518   2.128344529
 [51,]   0.31877538   6.076366380   4.86486790   6.50090419  -0.615573009
 [52,]   0.14128605  -1.585885071   1.93382493   4.63389288  -0.518882535
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 [54,]  -7.59539915   2.095795856   3.32125656   1.96947950   3.524900279
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 [59,]  -0.32498684   0.440755646   2.62056266  -4.40164094   1.036944193
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 [63,]  -2.70654926   4.018620246   1.37467570  -2.14081582   7.035769044
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 [66,]  -3.38537852  -2.103672252   0.54670201 -10.66452483   0.792402221
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 [68,]   1.78633591 -11.575735992   4.98156553  -0.19449168   5.476619972
 [69,]   0.26499755 -11.232988907   2.80174040   1.39608391  -1.801894695
 [70,]   5.29274086 -13.562043468  -0.40455410 -15.63771907 -13.932711390
 [71,]  -2.71896712   4.676837094  -3.07982692   4.10472157  11.061927160
 [72,]  12.71882754  -3.037226527  -2.47488824   0.16803864   0.217568699
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 [74,]  -4.62063749   3.833909543 -11.82628493   6.39001545   8.319842318
 [75,]  -4.17915548   0.137370467   2.13324053  -1.04409631   4.018274704
 [76,]   2.01053026   0.171879906   7.03828707  -1.21689216  -1.651357919
 [77,]  -3.11125570 -10.637482168   3.38156557   5.07442481   8.013862318
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 [79,]  -6.46213055   0.722337301  -0.08442372   5.42516757   5.601082947
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[100,]  -3.42459277  -8.054977610  -2.36884744   0.24747642   2.958042255
[101,]  -3.69945736 -12.184760438   4.81331267  -3.59775864   2.743900475
[102,]   4.83214455  -0.070071734   7.44715845   8.59892222  -2.113537433
[103,]   3.67050321   1.774641935 -12.46830145  -6.81658020  -9.306387332
[104,]   2.89419928 -12.941252506   4.97692854   5.64448837  -0.966854055
[105,]   3.31221177  -4.208936701   0.98922531  -6.73488701   3.590600885
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[109,]  -1.40477148   9.811809812   8.85108985  -2.47468903  -2.265627029
[110,]   3.41106820  -3.833292942  -1.04435783   3.12476355   4.292651848
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[169,]   6.249841207   0.87200324 -10.80082811  -6.37020662   2.15214028
[170,]   1.951162486  -6.24849285   7.54026926  -4.16135916  11.20173374
[171,] -12.248875494   1.38320579  -3.73768709  -1.23435014   4.51327260
[172,]   2.766378920   2.47006598  -0.04558101   9.70645026   1.68623913
[173,]  -3.544130132   1.89236426   1.04458116  -3.07792594   2.52621825
[174,]  -2.396276023   2.32574861  -2.69818273  10.37818530  -8.66760395
[175,]   1.822638886   7.18996232   5.32193412 -12.20516255  -2.25634576
[176,]  -3.350488801  -5.79930869  -1.40601090 -11.66105000   0.67617174
[177,]   2.071048782   1.14952745   1.94710369  -1.28355738  -0.71611063
[178,]   3.286586860  -4.82264510   4.72361362   9.55792160  -5.78915582
[179,]  -1.841700615   5.28685425  -2.66522154  -0.65287984  -8.18728217
[180,]   2.748860437  16.94228239   0.95062104   0.10849431   5.22553989
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[182,]  -7.605046607  -2.33454951  -0.23929560  -3.41188853  12.58621098
[183,]   2.781327893   5.50589101  -4.38423073   4.99212907   1.51819540
[184,]  -2.704541997   8.89627307  -3.79139748 -10.21962165   3.27474892
[185,]   0.006843903   1.72520734   7.41373292  -5.50642768  -1.65017354
[186,]   7.029873609   0.64159265  -2.09447296  -5.76205333  -6.92210966
[187,]   7.785349758   4.57620070   1.92911545  -2.77947992  10.69018523
[188,]   3.884919352  11.55745266  -5.51414103   2.58890653  -0.50029622
[189,]   4.102737030   1.61813082  -0.64374671  -4.54766605 -11.05758807
[190,]  -9.189132053   0.03706717  -6.25865978   2.87188459 -15.08918897
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[193,] -10.150092589   0.79232500  -5.25528417   5.68265221  -0.23296941
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[200,]   1.115383424   1.50778754   1.07207158   2.46207240  -2.26319396
              [,41]         [,42]        [,43]        [,44]        [,45]
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 [12,]   8.36814040   0.633092325  -2.31422624   1.37418043  -2.04206553
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[101,]   7.69899671   2.142632521   8.65626590   2.08193705   7.23665965
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               [,46]         [,47]        [,48]        [,49]         [,50]
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              [,51]         [,52]         [,53]        [,54]        [,55]
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[153,]   2.00430341   4.343096756   4.540902208   2.18413089 -10.73026178
[154,]  -8.58228786   9.457516698  -4.947865447   1.21754338  -6.45134871
[155,]   6.91212356   2.640612765 -15.304323339   8.97768025   1.11762000
[156,]  -2.07024836   1.618591201   5.638418479   1.45149659   0.16367382
[157,]  -9.87132396  -3.103826584  -2.958082480 -15.36409421   6.82473747
[158,]   9.97294140  -3.006494367  -4.157698404   0.55982448   6.62697102
[159,] -10.94313916  -2.715429153   5.390971461   1.76118082   1.94656904
[160,]  -1.30615261  -7.577216816   0.223847876  -8.37638944   4.23340015
[161,]  -6.35436321   3.206155793  -7.937611386  -5.09666841   8.98209475
[162,]  -0.12824810  -9.592274368  14.342907402  -8.31764011   1.79831090
[163,] -12.62788594  -5.370553405  -1.977897724  -2.21643101   2.14989069
[164,]   2.12959809   6.207500818  -7.526310877   5.89618871   6.19272866
[165,]  -2.12085211  15.130265440  -3.857022068  -1.66152066  -8.41321440
[166,]  -8.76342228  -1.609131173 -12.972398241   6.88766864  -1.83111191
[167,]   7.37844357  -3.839487335   2.732677951   2.87722423  -3.60519704
[168,]   7.25760017  -2.545907216  -5.208395957   1.40990537   8.48809408
[169,]  -8.84522385   1.352372228   0.708656712  -5.64953952  -6.93680412
[170,]   4.15234500   9.995513734 -11.330613066   4.69996935  -4.88479897
[171,]  -4.68550457  -5.472469359   7.444345720  -9.92951344  -7.10717686
[172,]   0.45795210  -9.090008852   7.842682095  -3.98378494   5.51202451
[173,]   1.69784861   5.661013047  -8.265654152   5.69765870   1.01291509
[174,]   0.77845236  -0.933362202   4.506738999  -3.94564990   2.64298433
[175,]   2.49994818   5.109871142  -4.777310399  -3.71852795  -2.73363926
[176,]  -3.99785452  10.749379449  -0.031062763   9.52881940   6.06851529
[177,]  -1.22980242   2.520759780  -6.625798486  -1.35290380 -11.46253554
[178,]  -0.96412000  -7.823857239   3.020871302   4.30474281  -3.07683379
[179,]  -4.00825370  -3.363818030   3.955816168  -2.26490029  -0.89510184
[180,]   9.55036087  -0.434145452   1.421786423  -1.51342851   4.04491629
[181,]  11.68938636   7.440238311  -6.991206903   1.74876463   1.92101515
[182,]   0.63787161   4.047256876  -1.668538614  -3.61882078   6.52958034
[183,]  10.35664100  -1.077094102   9.803339801  -3.63961780  -5.62396393
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[185,] -15.80525385  -5.105111655   3.571954082  -9.93648842   1.32549567
[186,]  -6.31851944  -3.870764244  -0.675916261   6.42825673  11.18327803
[187,]  -1.77733646  -1.629773284   0.003712538  -8.09051356   7.76076788
[188,]  -0.30452075 -18.769320026   8.217726257   2.38531007 -12.58701278
[189,] -10.83279287  -0.025821254   8.708382927  -4.05243723   2.11584005
[190,]  -5.10473374  -0.073926676   0.188726954 -12.06331747   4.86649215
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              [,56]         [,57]        [,58]         [,59]         [,60]
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               [,61]       [,62]         [,63]        [,64]         [,65]
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[142,]   0.001884328  -6.3374650   1.785588749  -3.09571652   2.123785087
[143,]   4.503247678  11.2441409  -4.342655219  -6.08838383  -8.972657972
[144,]   7.778174757   2.7712311  -4.869668078  -5.61174883  -3.890519249
[145,]   4.645521343   4.3765281  -4.902045831   1.18341899   0.893240701
[146,]  12.741197331  -3.4879979  -7.521042656   5.03905049   5.144037474
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[148,]   2.186375299   0.9307188  -0.675696618  -0.24602816  -7.371833453
[149,]  11.458253539  10.7646376 -13.405627686   2.99920567  -6.262522243
[150,]  -5.327835641   0.1491082   5.750065865  -6.35975554   1.577376802
[151,]  -2.403904955 -13.4824885  -4.391881852  -3.41182055  -4.195088892
[152,]   4.757168163   0.5713329  -6.524735624   1.04499942   0.868176241
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[154,] -12.310444089  -1.3426979   3.490533358  -1.96241712  13.735704498
[155,]  -3.071245464   0.7553077   0.164257719   5.39302510  -9.924841380
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[158,]  -9.468003591   3.8311966  -0.220457494   0.91710033  -2.071529892
[159,]   6.036530373  -1.5100563  -0.481503767  -2.94170129   1.582236696
[160,]   1.892646360  -0.6593527   4.005082138   5.92478655   4.022417451
[161,] -14.744261909  -3.9820209  11.857378725   1.52084481   4.073792951
[162,]   3.279811829  -3.5641135  -0.245404377  -2.32287308   2.469759768
[163,]  -0.866800578   1.1751199  -9.224499389   5.89260093   0.081228066
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[165,]  -7.672412850   0.8072024   2.729356741   0.21542073  -0.700841741
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[168,]   0.772392063  -5.0933173  -2.142812450   0.30096142  -9.387961914
[169,]  -3.456212141   6.2211428  -3.596311707   1.37923747   2.471202895
[170,]   2.161317828   9.9070523  -7.924310846  -2.09685810  -3.602752368
[171,]   2.343888364  -1.5015941   2.159068022   3.99429085  13.379269484
[172,]   2.920274404  10.9470544  -8.420853919   1.04565927  -1.926046012
[173,]  -3.639292279  16.7228924  10.175491613  -6.00547406   3.538116065
[174,]   8.473152211  -1.4309220   4.714204208   2.52300578   1.061666673
[175,]  -9.591809291   5.0769889  -3.285993584  -1.99419750   7.204163859
[176,]  -9.488188824   8.2599582  -1.775658331  -2.23840308  -5.261736358
[177,]  -4.578814096   0.2210106   3.469743032  -4.75595567   2.617788525
[178,]  13.233163112   7.6422932   1.782466899 -12.11913292  -5.925111016
[179,]  -6.698555998  -1.7978104  13.507357646  -3.73665104   2.543300782
[180,]   0.198708888   5.1846533   1.220420642  -2.06566829 -10.131807035
[181,]  -4.464559281   1.7491733  -2.988257216  13.81269505  -5.850005266
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[183,]  -0.761351481   1.4674987   1.605583426   1.90124196  10.526951937
[184,]  -2.358639467   1.1746623   2.942962890  -1.03636165   7.731892310
[185,]  -2.349596916  -6.2996356  -0.378403093  -4.54218054   9.022690631
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[187,]  -5.835426104  -0.8398351  -3.845694856  -5.17714957   8.346930438
[188,]   9.945710101  -1.4388249  -8.010569791   1.61093341   0.245241807
[189,]   4.543879826   0.2544563  -2.345833662  -3.16400708  -0.181884694
[190,]   0.422256483  -5.1553483   3.693255332  -0.91198963   9.500096670
[191,]  -4.861750301   2.2806971  -2.384442147  -1.31049955  -0.571424210
[192,]   1.001935812   5.1032646  10.528912657   9.38264073  13.033219798
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[200,]   1.594758640  -2.4843823  -1.421268030   2.90940202  -1.632420791
              [,66]         [,67]        [,68]         [,69]         [,70]
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[134,]   4.44057112  -8.149631793   0.30094128 -11.976894153   7.151673725
[135,]  -3.79378549  -1.459022784  -1.10009504   0.239563532   5.577659955
[136,]   3.37417736  -3.717147531   4.50611146  -1.954210323   8.826512064
[137,]   1.26033624  -3.958790458  -0.97766820  -2.517275708  -0.772467263
[138,]   6.09949130 -20.052695622   6.53905568  10.699066557  -2.545956677
[139,]  -0.08964301 -19.858195627   0.67133984  -3.056682210   7.930689351
[140,]  -2.11412821   7.204276447  -1.15401657   0.073401479  -0.460601845
[141,]  -5.06673771  -6.864198144   0.75065561  -4.775140734  -1.450100746
[142,]   1.01725390  -2.862312733  11.18009780   0.247771408   3.515345569
[143,]  -5.18727780   2.592412052   0.36079998  -0.744060631  -0.351332524
[144,]   5.66689424  -8.529811435   0.51158400  -1.298712884   5.514281682
[145,]   2.71325655   4.908237991  -1.82933992  -5.092200370 -13.937115379
[146,]   7.96671062  -4.243473719 -11.50873288  -1.648945295  -2.451758188
[147,] -12.61387648  -8.381223616   5.34792586  10.779404090  -1.739633100
[148,]  -1.96293110 -14.108324483   4.60475841   1.210415092  -8.792818103
[149,]   6.71089589 -16.186780263  -5.27032119 -12.602655860   1.032769267
[150,]  -7.88432785  -1.987129220   4.80984322  -7.927026197   6.807159989
[151,]   0.16650433  -6.727520841   2.77960997  -0.567071736   0.831560515
[152,]   1.48138187  -7.611933058   0.56860513   4.095058250  15.453761349
[153,]   6.40301440   5.236869781  14.14561299  -9.149110581  -9.062780704
[154,]  -5.81411114   3.012973084   2.64131528  -1.344264942   2.097978172
[155,]  -8.86065464   0.108003195  -4.93903059  -0.082941397  -1.047090448
[156,]   8.29547826   2.044431718   3.08282253   1.737778400   9.261528497
[157,]  -5.49384575  -6.803229770  -4.69018760   9.226290328 -10.007672565
[158,]   5.83259742 -12.448943249   5.28127522  -3.550293779   3.280127768
[159,]   5.91251598  -0.030943709   5.22085404   0.194229343   2.864193787
[160,]   8.76950639  -5.284487018  -3.86008984  -4.579658054 -13.140366621
[161,]  -1.49821275   2.435147236   1.23260679   3.037918834   0.459406876
[162,]  15.26709379  -1.195973074  -3.27488477  -1.335785071   6.284375843
[163,]   4.80512743  -0.873491399 -13.92889777  -7.340027594   0.427442870
[164,]  -7.14781524  13.939045004  -5.19954049  -7.796437250   0.818808969
[165,]  -0.05695542   3.970960042   0.90472964   7.156587673  -5.395022868
[166,]   4.41036803  -6.599624221  -5.80434405  -5.898294812  -0.610760362
[167,]   1.32120832   5.162200718   6.69453786   1.538190147   3.701049952
[168,]   3.83499683 -12.298500233   7.05966874  -6.273093602   1.091312718
[169,]  -7.31529384   5.250612732  -0.47408476   3.408430993 -11.796467545
[170,] -16.45966598   1.770063237   5.46891881  -9.167088424   8.472373461
[171,]   4.26430813  12.281297720   2.03241665   5.337206141  -9.510760161
[172,]  12.81633958  -9.740188764  -4.68464426 -12.747442469   2.891916541
[173,]  -3.36949708  -1.201217295   5.58415659   1.528173624  -2.259138563
[174,]  -6.38538549  -2.820958087   5.64752717  -0.703109697  -8.832828611
[175,]  -1.40873295   7.232669865   2.93144546  -1.358871930   1.368509907
[176,] -11.23517212  -2.478906206   4.31427134  -4.055450325   1.616342364
[177,] -16.01661301   5.884766964  -2.80522410  12.584526167   9.529587493
[178,]  -1.66641523   1.700441473  -5.72306930   2.736275251   2.955405542
[179,]   0.59740257  -0.443635201   1.44204397   4.774727554 -11.256419472
[180,]  -0.28061815  -0.500339507   0.49503469   3.839984532  -0.988727407
[181,]  -1.22115150  -6.753457069  12.66115245 -10.734337918  -1.990047698
[182,]  -3.87776585 -10.321780411  16.50447420  -4.523234645  -8.765657384
[183,]   9.94560306  -4.832359847   4.47741461  -5.902435542  -2.222374347
[184,]  -2.83932646   1.976038677  11.87264665  -2.883494090   3.606863604
[185,]   7.92705894   3.650216704  -7.46648841   2.087401676  -5.889954392
[186,] -11.58986270  -2.583424573   3.45209858   7.485739758   6.576894011
[187,]   8.73266633  -3.393637019 -13.60586438  -6.054190542   3.906614093
[188,]   2.28702555  -3.632967584   2.49845394  -3.649124667   9.271555413
[189,] -10.20112021  11.881755176  -4.90528213  11.099591295   2.753105738
[190,]   1.33070866  -4.511922130  15.93922496   3.323628179  -8.705232959
[191,]  -2.88078289   9.551157875   1.25612145   1.113675598  -2.332833588
[192,]   5.85979081  -1.204720775   1.85035284   7.131903545  19.951717753
[193,]   4.91348702   7.716133406   8.61439379 -11.948099394   0.249454930
[194,]   5.16052370   1.335635160   1.10757249  -8.501642598  -5.075926326
[195,]  -5.24067178  -0.533758218  -5.51057721   3.650218108  -4.300897858
[196,] -15.80053271   4.899914325  -0.74566803  11.683449424  -8.079987948
[197,]  -2.29099952   8.613867832  -7.55966090   1.707835627  -9.876701245
[198,]  -1.37691555 -13.766163939  -2.00112095 -10.445865549   2.718813071
[199,]   1.22505694  -5.031265568   7.18839108  -2.703661994  12.856012559
[200,]  -5.70792871   6.480963769  -1.79915429   7.414928889   0.562832796
             [,71]        [,72]        [,73]        [,74]        [,75]
  [1,]   3.2670091   1.05100685   0.36553508   2.42734207  10.22249230
  [2,]   2.0209709   1.31672834   4.81922155  -1.26544918  -5.13620337
  [3,]   5.9606333   1.50052305  -4.12342303   5.89625316   0.62418991
  [4,]   2.8905630   1.65564955  -1.62564981  12.00567111   0.44711199
  [5,]  -1.9242108  -1.45148414  -4.73150635  -0.78203900   6.05607421
  [6,]  -4.0578004 -12.46891123   6.95556348  -6.48414792  10.47282639
  [7,]   9.3861185  -1.39271556  -9.88091764 -10.51760788  10.31462209
  [8,]  -6.0237069   1.20088259  -5.01649995  -5.19969785  18.16242163
  [9,]  -0.1910531   3.46588579   6.91185146  -3.25563733  -6.55996077
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 [11,]  -2.6481904  -3.92125448   1.28497243   1.30253015   1.33547193
 [12,]   0.1773484   6.03338095   3.63767600   1.54723674  -8.57502149
 [13,]   7.4778251  -4.98546425  12.44608338  -4.66961545  -2.46210897
 [14,]  -1.3515547  -1.07396969   4.27844179   3.96987934  -2.67543610
 [15,]  -7.2745947  -3.41406027   2.39871735  -4.15668552  -1.53694831
 [16,]   5.3779759   3.60687513   2.64016761   0.49291430   8.52665520
 [17,]  -4.6102368  -7.08239186   2.07716376  -2.24426853   3.25444441
 [18,]   9.1854548   4.83487985   4.76792114  -0.26058949  -2.18735281
 [19,]   2.2283290  -0.35614650  -1.69876123  -5.00594757   6.07442837
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 [24,]  -2.2207057  -7.25430887  11.52691611   0.19100834  -3.85449125
 [25,]  -0.1782442  -1.28155958  -4.08367868  -2.20084788   1.29267986
 [26,]   1.3946440  -2.63712485  -3.86507574   6.47389261   9.71501587
 [27,]   2.6363891  -2.72866508   2.22711629  -3.67157886   3.21093561
 [28,]  -9.2321114   5.17847543  -7.11952535  -6.10289931  -3.53762859
 [29,]   0.4248876  -2.87888026  -2.76028272  -4.65311242   1.47215797
 [30,]   2.3856068   5.30733300  -7.36315599  -0.46518984  -0.40438119
 [31,]  -1.0448147  -4.49254594  11.16957104   0.47750462   8.85305873
 [32,]  -1.0247230   0.67035556   1.68091701   2.15672552  -7.63632410
 [33,]  -0.4738668  -4.95616556 -13.33811618   4.26271713   4.83372046
 [34,]   0.9587042  -5.03017185   3.02186125   0.36947106  -4.72096104
 [35,]  -1.5383130  -1.04902178   4.03479573   5.06258119   3.65391496
 [36,]   4.8822629   1.82796598  -8.18092598   1.86662329   1.51285959
 [37,]  -5.5302279   5.12050193   3.50047490  -6.88803779  -3.33703428
 [38,]  -0.0851680   0.39165945  -3.09166577  -5.31299401   8.70072164
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 [43,]   3.6424018   0.88662671  -6.01015567   1.12572335 -12.06357953
 [44,]   0.4425592   2.99412105   0.41499909   4.22963113   6.61963456
 [45,]  10.6291004   1.80556091   9.59426939  -0.16375442  -4.00774419
 [46,]  -1.2742925   0.60702995  -3.03446816   1.79636838   1.23528709
 [47,]  -1.8769914   5.56628033  -5.06248864   3.17044137   2.44253930
 [48,]  13.7480823   7.96425993  -4.41388372   1.08742361  -8.37187021
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 [51,]  16.7119000  11.01538184   6.29146267   6.74403333  -5.94450011
 [52,]  -1.4342123   2.76893941  -0.67552344  -2.79849904   2.46674325
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 [56,]  -1.8350498   4.09620659  -4.46465049   5.53196509  -6.30285868
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 [61,]   0.6034326  -6.75985817  16.70808011  -0.62780825  -2.56296671
 [62,]  -3.2027317   9.42600091  -2.01867321   3.73348359  -0.51764031
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 [64,]  -2.6773508   7.27258195   0.69418392  -1.62676369   4.49953740
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 [66,]   3.1692397  -1.85407644   0.54469392  -2.07060363   1.23578767
 [67,]   2.3748871  -5.70629081   2.80428310   4.30329655  -1.83781931
 [68,]   1.7435066  -3.44568819  -0.91819160   2.73934182  -6.64352445
 [69,]   9.2597935   0.94677817  -2.80538663  -0.81773936   5.28273245
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 [72,]   1.2354296  -1.71582852  -4.21166311   4.59044889   1.34466394
 [73,]  -7.0438308   0.07070568   1.66501912  -0.68201721   4.38542275
 [74,]  -2.8697340   5.17953642  -8.47521756   1.13167737   3.49404777
 [75,]  10.9888331   3.37568962   0.48151484   1.57204264  -2.72207390
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 [77,]  -3.2906655   8.61179973  -0.05628074   4.52645297  -6.49539613
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 [79,]  -1.2423740  -1.25967955   8.86984050   9.97268916  -7.35754276
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 [81,]  -1.3318552   2.59618248  -3.95823045  -2.16606590   1.83391811
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 [91,]  -0.5106183  -5.53484594   0.91219572 -15.73160672   4.03232635
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 [96,]   6.2502505  -4.91070607  -6.38726631   1.45590699   3.22488318
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 [99,]   9.0942858  -3.30715150   4.75674208   0.60866811 -13.90813657
[100,]   2.9760390  -0.77660990   2.18946816  -3.97904693  -4.86342771
[101,]   3.0095966  -0.96369530   4.18394600  -5.66005199  -0.54446079
[102,]   6.7656446   4.85316793  -4.20627609   2.07198414  -4.62486241
[103,]  -3.3277777  -3.59148853   2.98759556  -7.32458183   4.08192326
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[105,]  -3.6756455  -1.04879245  -5.01771149 -16.77774638  -1.76187191
[106,]  -2.5826629  -1.33945940  -6.11132043   3.32461733   0.07693490
[107,]  -9.3629970  -0.07716797   0.16653195   0.93221187  -5.18275866
[108,]   8.5582504   9.55981979 -10.28108353  11.19299751  -1.14759656
[109,]   3.4552161  -5.34848343   6.45141850   0.73040470  -2.48537543
[110,]  -2.6329833  -1.73838652  -7.06452147  -2.24755832  13.10086045
[111,]  -1.3700461   1.88023760  13.34051865   7.87897081  -2.83219849
[112,]   3.5962583   1.50652540  -8.79194338  16.03741300  20.58086574
[113,]  -6.1273210   9.66122054  -5.00822771  11.24983114   4.43098744
[114,]  -3.8825752  -1.28399225  -2.27992962  -2.85907908   5.63060511
[115,]  -1.0738257  -3.86021607   8.20512343  -3.15256777  -0.11460442
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[120,]  -5.3679643  -9.00814366  -3.26090061   0.40883199   5.49715714
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[123,]   5.4051756   5.77114494   1.62898905   1.11701779  -8.57708468
[124,]   3.0762543   6.80038313  -5.88497653  -1.36702941   0.17993065
[125,]  -2.3383731   1.86845525  -6.37960894  -8.17102657   5.76281486
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[127,] -11.2944197  -4.74603372   1.52666229 -16.64679234  -1.10012904
[128,]   1.8765592  -0.71464060  14.94960108   3.68486664  -4.46447892
[129,]  -1.7504262  -2.26548600  13.06514276   0.57723896  -9.80814035
[130,]   1.7256918  -3.53497944  -0.06224352  12.54334119  -5.50349706
[131,]   0.7433781  12.69691590  -7.02431143  -3.49231320  -0.12603050
[132,]  -8.5241982  -5.84270657   0.99708906  10.08573235  -1.36102490
[133,]  -3.6452622  -0.79133454   0.15801049  -1.05525382   4.64641961
[134,]   4.1467292   2.43270421   0.85305187   4.09411635   6.51597890
[135,]  -2.0685182  -1.76854662 -12.65381686  -8.93999240  15.51784214
[136,]   8.5896601  -0.23429657   1.05186439   4.55262616  -7.28391300
[137,]  -1.6004708   3.02342491   3.06736012   0.74461427  -2.30339691
[138,]   1.5348152  -0.52300367  -2.25000884  -5.93643214   6.21886436
[139,]   3.3783329  -4.60216394  -9.58685436  -1.75334612   4.03351670
[140,]   0.4218890   8.63274813   4.01096275   3.63480728  -7.88801989
[141,]   1.0918030  -1.51653389   3.37255303   6.80696054   1.88346857
[142,]   3.9486361   0.64320025   5.06333914 -12.02033415   1.03169533
[143,]   0.8102486   6.06353304   9.49548619   4.73858384   4.55560795
[144,]   1.1860864   2.37478383  -2.68487834  -0.30949554  -5.00051788
[145,] -10.5100950   0.71539148  -4.25578344   4.70428180  -0.81607915
[146,]   2.2657565   0.15642877  -7.75098944   9.45318948  -3.80796767
[147,]  -2.9250958  -1.33411585   7.26734051  -6.52914173   8.75014609
[148,]  -1.4602679  -0.49110973  -4.99403725  -1.85030227   2.75906266
[149,]   0.1504993  -2.34141254  -7.41956600   9.24625471  -6.80522588
[150,]  -1.2186550  -4.84866123   3.75204773   3.97412672   0.21137119
[151,]   1.2781096  -1.54750216   3.52495189  -5.48231788  11.44786267
[152,]  -0.9402414  -1.47434692   4.65694764  -1.72446594   0.85842377
[153,]  -1.6945019   4.27541846  -0.64187153   6.85968471  -7.37311954
[154,]  -2.4084948  -2.05600217  -0.07550152  -1.17322324  10.93007121
[155,]  -0.6068748   4.47384119  -0.57815692   3.72812845   3.87499174
[156,]  -1.8336544  -0.29970243   0.92349872  -5.20610509   6.81290268
[157,]  -3.7114199   0.54109954   0.72078171  -2.00618393   9.80205246
[158,]   1.0544700  -2.05583115   2.05503937  -9.75803452  10.51146511
[159,]  -4.1922989  -8.94985658   8.33882012 -16.32018971  -6.38322648
[160,]  -2.7086872   0.03308943   3.30266858  -7.31089960   4.16970388
[161,]  -2.7462154  -1.26409170  -5.07691346  -1.84506267   0.33792806
[162,]  -0.8933599  -3.98279355   7.41787845  -5.01313405  -1.73763715
[163,]  -1.6179026  -1.86485432  -6.44884398   4.87717604   2.34188406
[164,]  -0.3327037   5.65931982  -8.24551956   1.26567200  -5.17220296
[165,]  -1.0102173   1.73351115  -3.11284722   0.54790609  -1.62298258
[166,]  -9.9397624  -1.74049797  -0.79707049  -0.99439967   5.52916773
[167,]   7.2700215  -0.70487697   7.37047747   0.48642288  -6.14199782
[168,]   6.2462291  -2.82172618  -6.56715662  -0.03996332   8.30056931
[169,]  -0.8272449   7.95375304   6.32206651   7.33338017  -4.41537667
[170,]   1.8802382  13.39642098   8.01232894  17.68565938  -4.05088764
[171,]   1.3507423  -0.84200557   6.47153954   4.43891334   0.13321161
[172,] -10.1376506  -2.54899499 -10.55965419  -7.45104420   2.10123610
[173,]  -2.5978344   5.63110373  -5.07512312  -1.65774372  -5.84374158
[174,]  -0.2879819  -4.40169317  -1.66612176  -0.61287306   7.41028079
[175,]  -3.1217260  -3.65823512   5.81512489   1.16065011 -10.69578977
[176,]  -7.4327681  -7.88401474  -0.80163516  -8.81301924   3.17347720
[177,]   2.8324869  -0.92249628   6.25985492   9.34445554   0.99605517
[178,]  -6.4921971   1.71580930  -2.70531483  -8.07486723  -0.28088462
[179,]  -8.8147184  -4.14948946  -7.62864616  -2.83971038   0.51718242
[180,]   3.0366883   1.04745275   6.69195879   9.23450226  -5.63938528
[181,]   2.1392709  -0.13786143   9.48883495  -1.63868051  -2.32939221
[182,]   1.2908005   1.69387999  -3.23693462  -0.38924683   4.35369163
[183,]  -4.3889447  -6.83722273   7.42711601   1.82813831  -1.81204841
[184,]   2.2389538   0.09119077   4.66300875   0.33144047  -4.14452239
[185,] -10.9153241 -15.36551704  -0.78390835   0.20769474   1.15883932
[186,]   3.4416235   2.94510248 -10.45042467   3.97283113   6.74307213
[187,]   1.1736580  -1.22283226   2.30301602  -1.64785601  -5.79542799
[188,]  -0.5950437   0.83837491 -10.89852454   8.09149282   7.66563007
[189,]  -4.1803174  -2.73748194  -5.09456296   4.12784217   9.10903535
[190,]  -0.9216828  -5.46167216   0.75705323 -11.88896052  -1.49055729
[191,]   3.7945543  -1.54601586  -0.23783044   2.54620222  -2.25459732
[192,]   6.7468014  -0.19997353   7.01311135  -2.01593363   3.20717147
[193,]  -4.1795790 -14.30378354  12.04047410  -6.71251976   1.33228808
[194,]  -2.7351236  -3.98467808  -3.83260471   3.57466435  -7.79286685
[195,]  10.7557530   1.84718003  -4.53719438  -3.17375665   8.98422544
[196,]   4.2824705   4.29349460  10.32144534  -1.20863050   3.78580962
[197,]   2.8439618   4.46963519  -5.02684554  11.36593135  -2.86127105
[198,]   2.8373964  -2.34524032  -0.38281093  -5.31541954   0.77540563
[199,]  -1.3665248   0.05368363  -9.90466209  -8.67018637  -3.21800201
[200,]  -0.3904799   1.46933079   3.92571309  -1.07312065 -10.09661248
              [,76]        [,77]         [,78]        [,79]        [,80]
  [1,]  -1.49259826  -9.60555441   6.175470425   1.56870511  -0.68358978
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  [4,]   0.25209976   5.45062584   6.997509420  -1.78406586  -2.09260843
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  [6,]  -2.30515793   1.51532336  -4.077632340  -6.85286867 -13.61140416
  [7,]   3.75158182   1.04623336   0.138971926   2.08717807  -9.72093876
  [8,]  -6.01440061 -10.41123304  -5.163753353   0.17170586   2.78975925
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 [11,]   7.94993941   0.23133002  -7.028459767 -11.06036414  -1.72665267
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 [16,]  -1.47176983   0.33875476  -4.235078233   2.79594233   0.07116928
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 [21,]   8.57925994   2.42035608   2.365261015  -2.10629424   7.38281321
 [22,]   7.50121143   4.78221959  -2.194608254   8.26972364   5.38771480
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 [26,]   4.87218464  -1.50962246  -1.705180569  21.83709442   1.23322326
 [27,]  -2.44654670   3.18884839   0.564247514  -3.05852973 -10.49949543
 [28,]  16.24996245   0.28178087  -2.671631188   8.77408538   9.45038779
 [29,]   2.18175583  13.62312046 -11.683177500   1.97087771 -14.96171625
 [30,]  -6.08694163   2.76822857  -3.247579446   2.38825483   2.36988318
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 [39,]   5.26710098  -2.15405321   2.817965898  -2.22000926  10.78862202
 [40,]   2.23564537  10.85011663  -5.549278393   3.46778851 -12.13221307
 [41,]   1.74109648   9.30469708   1.493400559   1.68746971   7.86548487
 [42,]   6.59341690  -5.16177533  -2.805623723  -6.39860151   2.40202610
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 [70,]  -3.27285748   1.68488905   4.063493471   0.80847320   8.70457426
 [71,]   7.16967404  -6.24541066   3.819715435  10.06930750   4.08775814
 [72,]   8.16460127   0.86585748  -6.673778480  13.87512122  -3.14502275
 [73,]   0.98782109  14.16951212  -7.513897840   0.10502240   8.26098516
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[100,]   7.97568993   0.31523834  -7.823024681   6.02641630  -0.78621738
[101,]  -3.88179955  10.08314659  -1.601015325  -0.61386710  12.20030585
[102,]  -8.00084665  -6.73636392   2.581829178   2.76394298  -0.99890827
[103,]  -0.29115517  -3.58936381   1.906053355   3.30957288  -1.00734608
[104,]  -4.53046821   8.18401078  10.044776059   2.57929902   5.42910275
[105,]  -4.83436572  13.79379228  -6.643291809   8.67577041  -2.81647670
[106,]  -5.07617283  -3.38989351   2.153763182   2.52453209   6.12188410
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[109,]  -4.80415614   5.56781483  -3.550021331  -1.84486617   0.31561865
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[125,]   6.67208048   1.20045113 -12.370605084   5.47791381   7.68179126
[126,]   9.84086639  17.89297871  -2.891204195   4.02929124  -1.70572273
[127,]   4.89687447   3.15621927  -1.036843797  -1.63399197  -0.00708691
[128,]   9.64512948   4.45156635   3.964057496   2.28973040   6.34248148
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[130,]  -2.54934285  13.76472391   5.468545396  -0.96982990  -1.79352098
[131,]  -6.27119695   3.77830266 -17.546520865  -6.29483869  -3.01598369
[132,]   3.91501408  16.06899456   3.604907540   2.35652285  -1.57820172
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               [,81]        [,82]        [,83]        [,84]        [,85]
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[130,]  -4.184474200  -2.19575182 -10.34639061   6.11667946  -9.83102337
[131,]   8.716524088  -4.52939556  10.50493703   0.99271689   2.00379424
[132,]   1.558154520   2.36079773 -20.44648555   1.33185907  -3.37836112
[133,]   5.956551430  -2.87280071   2.94625163  -1.26158927   2.60412488
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[150,]   1.325008129   1.08152836  -1.42030426   6.97044437   0.88535278
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              [,86]        [,87]        [,88]         [,89]       [,90]
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[126,]  -0.61712614   5.28301903 -11.03911820  -2.379914578   1.8384531
[127,] -16.79553828   4.08398433  -6.32487846   0.685642830   3.7513533
[128,]  -2.05820511   1.50791380  -2.59734258 -10.392701694  -8.5564897
[129,]  -4.47265173  -3.31116632   7.43080034  -6.234376126   5.9552624
[130,]   2.98795900 -14.03255871  -2.51462077   1.871530610   4.2349051
[131,]   0.39558878  -2.60694679   3.25762017  13.154587005  -1.5164378
[132,]   9.10538479  -4.91180618   5.52895539  -3.361272262   1.5290889
[133,]   0.56934905  -4.44372604  -4.41256862   6.911877093   0.1636096
[134,]   1.51289743   1.50491954   1.76055130  -2.633025306 -10.6098793
[135,]  10.66337439   4.05485006   8.54698866  -6.470160392  -0.8203904
[136,]  -7.35434385 -19.26739913   1.03086364   7.381048412  -0.8680369
[137,]   1.67464268   4.17844741  -1.81139631  -3.928765262  -3.2510628
[138,] -17.30777912  -8.06128496  -0.89695060   7.207084271  22.2114727
[139,]   7.33916616   4.93107122  -0.26082258   2.861102177  -1.0864327
[140,]   5.81547243  11.91121638 -11.37390990  -3.548943918   3.3475675
[141,]   9.29515932   0.25122654  -2.02013424  -6.382782740  -8.0611192
[142,] -10.58316060  -3.59724029   9.87114239  -1.022696185  -4.9106793
[143,]  -9.95685271  -1.37993745  -4.88818748   2.973220846   9.5215118
[144,] -14.17540119  -2.80311571 -12.86921233   6.809027850  -4.6270334
[145,]  13.02990661   2.17139943  -2.27959504  -5.554111372   6.7952051
[146,]  -8.45335256 -11.92967267  -8.39890264  14.377494239   9.2141767
[147,] -10.86540276   1.30199148  -2.66893290   1.500834276  -8.0581540
[148,]  -2.32502690  -2.50124646  -2.15742557  -6.643310072  -7.0777233
[149,]   6.48610183  -6.78612183  -0.34170720   6.643817292  -0.7640054
[150,]  -4.10647691   9.62729654   5.90847673   5.441077986   4.2357086
[151,]  -8.51516674  -6.09470266   2.49617356  -4.393009799  -4.4994250
[152,]  -8.76154868  -0.30572067  -3.43539663  -0.594548796   1.8011302
[153,]   0.31306370  -0.44687000  -0.78587052  -3.438164651  14.6164372
[154,]   3.35631774  -1.61846286  10.26390661  -0.233133220   2.2573584
[155,]  -3.49930646   4.98145926   7.90597739  -2.819875356  -5.4789300
[156,]  -5.92104052 -12.59515228   5.75224277  -0.906943878  -5.9165214
[157,]  -1.85651558  10.30157711 -16.62095982   6.063100958  -4.9238882
[158,]  -0.84713362  -6.38796107  -1.12665031  -4.690179511   4.8658968
[159,]  -4.47018052  -5.75045675  -0.21567143   1.766252181   3.0920478
[160,]   7.04647004   4.28765909  -5.34799417  -2.379596984  -5.6717104
[161,]   2.82809019  -5.55707984  -2.94734044  -5.716305997  -6.3736978
[162,]  -1.65203275  -3.28556190   2.88315460  -2.075988368  -4.9987216
[163,]   5.63269327  -8.50407572  -9.99783144  10.699847975   4.2401772
[164,]   0.99038279   7.65655396  14.99470629  -3.577564283  -7.9837014
[165,]  -3.91402894  -7.81723789  -1.44801661  -1.059632310   2.2896430
[166,]  13.49777269   6.53973618  -4.74571511  -4.362090603   5.2083535
[167,]  -2.56624996  -2.92923429   5.53581883  -1.661630178  10.4674681
[168,]  -7.75160561  -0.50990994   0.85929072  -1.890892151  -0.5433772
[169,]  -5.18127471  -1.41130589  -9.88027043  14.061138718   7.5342971
[170,]  -4.88648625  -1.41298623   9.44102592  -3.446581756  -9.9205029
[171,]  11.88935703   1.40955663 -20.77565938  -4.403122168  14.4994952
[172,]  10.69749896 -12.46893367   4.37328188  -0.094945444 -13.2379156
[173,]  -2.73314202  13.37850787  -4.44623054  -1.173988509  14.2686068
[174,]   6.62669846   4.32701798   1.25434236  -8.023307135  -9.3491139
[175,]  -6.01171040  -4.97687636  12.66876395   3.772660647   1.6715812
[176,]  10.31434908  -8.49746202  10.16709009  -3.019820116   7.2108928
[177,]  -3.09955364   4.58965062   2.08933767  -2.634825916   4.5214831
[178,]  -0.19270326  10.10756741  -1.32540446  -7.276904287  -0.9391135
[179,]  11.69445165  -5.63332430  -0.53383010  -6.558560501  -1.8690619
[180,]  -7.53717162   3.53789073  -7.67171419  -7.099349316   4.3011163
[181,]  -6.16981436  -3.02022776   0.36804083   1.896073111   0.9154136
[182,]  -2.01280813  -5.58386410   1.36017516  -4.493389043 -10.9148757
[183,]   0.26379926 -15.82615467  11.36688656   0.871979590   4.1854557
[184,]   3.40698992  -6.05744556  10.50851686   4.657702880  11.5044726
[185,]   9.59722513  -2.60723969  -9.11423957  -1.945376882   3.7434602
[186,]  -8.85742074   0.45699248  -1.81780524   1.519243600   8.0033976
[187,]   4.36429594  -9.87942633   3.41509016   8.528413110 -10.3966287
[188,]  15.45304097  -6.94011543  -4.13114729   4.390970328  -3.2062380
[189,]   3.91337840  17.18579165  -7.54064955  -1.102083263   0.1431889
[190,]  -3.84609061  -0.42902564  -4.02110513  -1.924913351  -2.2845276
[191,]   2.56260262   2.15326707   1.23417462  -4.051814377   4.4774534
[192,]  -6.20842023  -3.49528447   3.38475527  -0.073251385   4.2021012
[193,]   3.69285314   5.60680031   4.12323359  -5.123901352  10.5023710
[194,]   3.22610201 -11.70888631   2.84336193  -5.393201406  -5.0473978
[195,] -14.52445899   3.63680129  -1.80682944   4.740642736  -0.4461370
[196,]  -0.79512514  21.80302125  -6.57958300  -9.817761743  -2.6274713
[197,]   3.24000472  -4.77453647  -1.45800502   5.132807831   2.0166170
[198,]  11.97880062   9.84687748   8.60423033 -11.665717689 -14.1690535
[199,]   3.17651468  -8.87885884   9.49271140   0.001311785   4.9601804
[200,]  -9.12578162   3.34892353   1.87908623   0.993785138  -3.7566496
             [,91]        [,92]        [,93]        [,94]        [,95]
  [1,]   6.3803063   0.22612237  -1.90841936   4.54161066   1.56830865
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 [12,]   7.5665547 -16.68668480   5.07785319   4.08250662  -4.91505972
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 [16,]  10.5374127  -3.03855254   4.78333968   4.16724425   1.58859712
 [17,]  -1.6122592   6.35584532  -0.46004526   6.43724875   1.08337465
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 [28,]   6.7693074   3.43644617  -6.29291286  13.98964086   2.93225669
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 [43,]   7.2511269   0.00677389   4.43628263   3.11954181  -1.55175222
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[101,]   1.7777897   5.37352773   2.39657556  -6.23576375   1.61140223
[102,] -12.2170653  -9.54207108   2.60714746   5.45210333  -8.45711497
[103,]  -3.3594395   2.18704070  -4.54381786  -3.88987317   5.39233582
[104,]  -6.5845536  14.08652375  -3.14830750  -6.81956904   0.66356331
[105,]  -7.8469986  -2.25013625  15.03222890   0.39513080   2.75291167
[106,]  -3.8909557  -1.17698585  -6.91337039  -2.77846888  -0.58409413
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[110,]  -2.4191826  -0.82570043  -6.69401842  -7.69780364  -1.44080164
[111,]   0.8857285 -18.28566535   1.66924346   5.97731315   9.26457609
[112,]   3.0091790   0.50616767   1.12747010  -0.45353857  -2.74023521
[113,]   2.5291287   2.31908156  -2.65001051   4.96440806   0.29297713
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[123,]   6.9065344   0.27470562   3.99127769   7.44630402   1.57239100
[124,]  -3.1603006   0.06867932  -0.85584184  12.78470320   3.95044754
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[126,]  -1.4639356   1.39554959   5.10317921   3.25403011  15.85657703
[127,]  -1.5799405  -2.51764485   1.48048733  18.72438543   8.96722826
[128,]  -5.7041950  -4.72478766  23.90713301   4.78093376  -0.95111347
[129,]  -0.3956812  -9.96751360  -2.22590951   9.96334725   2.30426939
[130,]   4.5813878  -1.43903908  -5.82710081  -8.00629426  -1.57670026
[131,]  -1.0738963  -2.09859986  -0.60908411   0.59496536   1.38029758
[132,]  -6.3234057  -3.51383061  14.70468425  -1.75765298   3.85406438
[133,]   5.0193161  -1.31447450   0.65291388   0.68678099  -1.05910496
[134,]   5.3650055   1.15127756   3.05940665  -4.83223301 -14.59440507
[135,]  -6.8437875   4.49541404   6.68362867  -8.34421455 -14.06828993
[136,]  10.8037400 -17.80832860  14.59163317  -1.31579021  -2.02395952
[137,]   1.1898128   1.91859352   0.38163837   3.37228310   6.69943197
[138,]   6.2667041   9.16723872  -3.23492779  -4.80482939  -1.63215960
[139,]  -8.9680731  13.51237130  -1.03480598  -2.68833348  -7.89499343
[140,]  -5.8052663   8.61076037  -1.58205163  11.02477426  10.17978108
[141,]   0.7591934  -2.25596947   0.76814657   0.55588988   0.98725089
[142,]  10.4124077   2.31554659   3.17447822  -5.61856487   1.76299718
[143,]  11.4537677 -12.93892450  -0.01420483  -2.44293121   2.27478280
[144,]   3.9477244   3.15101476   2.57538839  -1.15905812  -4.76664368
[145,]   6.2202455   0.89640601  -0.93262082   2.91431757   4.13170231
[146,]   3.0695376  -5.34199801  -5.38742329  -4.26208714   0.98008118
[147,]  -0.5285268   2.42799268   4.18198883  -3.86634839   3.28243445
[148,]   3.1727331  -0.58299016  -3.77815758  -2.04876290   5.72372538
[149,]   3.7420715  -5.77181363  -3.59233734   1.32044773   0.52947679
[150,]  -2.2746017   5.87567386  -5.45838076  -1.71564390  -4.72948097
[151,]   0.8277476   1.76298242   2.05618265  -8.51158057  -1.43043022
[152,]  -5.5018984   7.85952005   7.12795653  -4.87672107   0.84595399
[153,]   2.9433766   0.67118532  -0.83670176   2.03810033  -2.94297310
[154,]  -1.6975750  -4.10654537  -0.45836303   0.93314589 -10.85675307
[155,]  -2.7007469   3.66032580   5.01531132  11.78032152   0.15415917
[156,]  -5.1857736   0.06355019  10.89668293  -1.69690093  -1.54829204
[157,]   4.4826905  -7.27979010   0.30109451   9.05201918  12.85041235
[158,]   3.5749486   8.31101959  -0.13971090 -10.28433148  -1.31269568
[159,]  -6.9791836  14.63810045   5.62266294 -16.03466422   0.25667370
[160,]   2.9668943  17.13611426  -6.85852492  -4.19752976   3.43254512
[161,]  -7.2871158   6.14542057  -1.25596371   1.56229711   0.01154514
[162,]  -1.2120025   0.32442453  -7.90557893  -6.43970582   0.79908409
[163,]  16.8038577  -8.51227302 -12.54704297  12.01493820   6.19935309
[164,]  -1.3445084  -4.61027751   1.92053102  25.52843612   1.61553308
[165,]  -0.1354351 -12.69491200  -2.41843248   8.68095732  -3.75490990
[166,]  -5.1601486   7.15502603  -8.80186351  -1.28172039   9.26690837
[167,]  10.2761053  -2.65672667  -6.24661724  -0.51684443   0.67033243
[168,]   4.7011075  -2.70425171   3.61818609  -5.65260336 -15.86390599
[169,]   4.8066963 -12.41607247  -4.25407574   6.92887568  10.22534261
[170,] -11.1336180  -5.91845050  12.42576503   8.69349535   1.93717588
[171,]   1.5560319   0.69168149 -12.17646995  -8.18930882  -0.86118672
[172,]  -2.8966735  -2.96083007  -2.05974739  -7.08971381 -17.70946482
[173,]   1.9494815  18.50478047 -15.67226552  -3.12112566   0.65743673
[174,]   1.0448408  -3.75443404  -0.55931670  -1.06933437   9.29486515
[175,]   2.2017307 -10.55932702  -3.88292282  13.13036871   7.40248369
[176,]  -2.7200765   0.59590749   4.94471854 -17.15688806   0.57099650
[177,]  -7.2736141   6.37305835  -1.27609337   0.85818406  -1.18255733
[178,]  -6.8081717   4.31911475   1.60753026   4.41949161   8.23754868
[179,]  -5.2073273  -2.95425675  -5.99056068  -0.40091865   2.47443495
[180,]   2.8452129  -5.99028341   1.12661703  -4.28485310   0.99741530
[181,]   6.4345641   8.21601974   0.78878819 -11.02474761   5.56231451
[182,]   6.7407243 -18.79131652   2.80247864   3.63147009  -3.47221891
[183,]   9.0110336  -2.66521967  -3.62049167  -6.13727057   3.59279006
[184,]   7.0594344  -3.92985586   3.82360416  -4.33051546   1.35293023
[185,]  -7.9332402  -8.70714950 -10.39799863  -5.86966483  -6.23692787
[186,]  17.3234708   4.00018062  -3.82889772   5.68761543   6.09640909
[187,]   3.4034182 -10.34559152  -0.52101729   5.00148520   9.47801557
[188,]   5.5687320  -2.81000256  -0.33667705   6.77374688   0.86346768
[189,]   6.1114795  -4.95182607  -5.44851193   1.81019437   3.55484605
[190,]  -8.7666081   4.04983133  -3.63296965  -4.96153268  -0.98811323
[191,]  -3.6362627  -6.09800451   4.80273213  -2.76904906  -6.26335351
[192,]   5.5551873   7.18876413  -0.05310233  -5.80337358  -2.23103619
[193,]  -5.3621326  -0.34106651   7.06557256  -6.60661146  -9.98028973
[194,]   0.5004340 -14.96402296   2.76839379   1.27845948  -1.33816758
[195,]   8.2101608   4.10003850  -5.17356970   6.26868202  -4.28847781
[196,]   4.2017844  12.75678565  -4.67713311  -1.08943230  17.24653205
[197,]  11.4362281  -3.76650263 -12.27100851   5.65997139  -0.72780184
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[200,] -10.3251366  -2.27211691  10.39965921  10.08314572   4.26053180
              [,96]        [,97]        [,98]         [,99]       [,100]
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  [8,]  -3.55187010   7.84182311  -8.18528239  -0.357276435   2.69152680
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[101,]  -1.76067600  -0.24941487   1.81133258   3.607840118   4.25520482
[102,]   2.60425236  -9.06441988   4.03695491   4.088402316  -2.70969142
[103,]   1.80489643   2.29680491   0.63998353   7.389764407  -0.79768463
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[126,]  -3.48565180  -3.31397112   5.76062000  -2.544285039   7.72900596
[127,]  -1.15512565  10.28225713 -14.89982238  -6.002008616   5.97410892
[128,] -18.62629554 -15.58961495  12.71990181   9.247056137 -16.87362492
[129,]   0.88726182 -12.33421217   9.90642520   6.906217964  -3.11520983
[130,]   1.39707140  -0.74386420  -0.37027407  -0.312287659  -2.53215358
[131,]   5.10639374   8.30990947  -6.90072050  -4.519221682  -3.01702900
[132,]  -9.17435942  -1.34521394  -4.29105517   5.246010245   3.37361661
[133,]   2.91615802  -6.02637579   5.03865318   3.403356505   1.59845250
[134,]  -2.49964252 -13.70888017  -0.32647417   1.004707960  -4.04706088
[135,]  -8.72058067  -5.33819243   4.92841736   0.027102316   2.89165089
[136,] -14.25313592   0.02948290  -6.89470923  10.659794433  -4.57860332
[137,]  -3.55745199   5.23954968  -3.30175404  -3.036719121   1.53013496
[138,]  13.88488873   8.86544255   8.81546602   2.529496789   4.71927589
[139,]   2.10186744 -11.81660917   6.55898476  -4.260135587   4.43188412
[140,]  -5.01936894 -12.39511198  14.70043280   5.063022383   6.66684485
[141,]  -5.35296166   6.34463320   0.69690350  -7.665859751  -3.03247213
[142,]  -8.64137805  13.16476117  -3.91948545  10.027977439   2.66568781
[143,]   3.63507096  -2.69199935  -0.19045808   4.314120737  -6.74937985
[144,]   2.42577578   8.15701614  -6.11441054  -4.797962115  -5.73729135
[145,]  -1.18783567  -3.65289856   0.63171352  -0.952249056   4.42633814
[146,]  -9.99255650  -1.59810484   5.49894049   7.535722987  -5.60059383
[147,]   2.48709318   4.96314664  -4.79980315   4.878216080 -10.57626881
[148,]   2.22914533  -0.15522197  -9.57182418  -1.269576026  -0.37796628
[149,]  -6.12530487  -5.51296370  -1.04555067  -1.201713909  -6.60574094
[150,]   7.42492357  -4.56330409  -1.92600459   2.366169560   1.41672409
[151,] -10.85402698  -1.42550613 -11.76111615  10.633751381  -0.23990571
[152,]   6.25245444   1.09965682   5.02892759  -3.122303811   1.39738539
[153,]   8.91906049   3.04447883  -1.46078753   0.429811757   9.41065614
[154,]   6.55091323   2.27298519   2.24402789  -4.772360875   4.16347263
[155,]  -5.10633977  -3.17028538  -9.21273702   1.262598910  -1.34975059
[156,]  -6.01010020   1.33134204  -3.49082373   2.697596276  11.56166809
[157,]  -1.54119802  11.11219914   2.62171198  -6.234782305  -6.58429516
[158,]   1.16606134  -1.70594747   4.06262021  -3.780394451   9.95752728
[159,]  -3.57697584  -2.63740282   2.56062850   6.611858334   5.79954025
[160,]  -3.46725963   0.09267881   5.68784085  -1.447888140   8.60468169
[161,]   1.04881721   4.03356625  -3.13452874   0.449481088   7.71918272
[162,]  -7.18468173   7.56946168   3.54858570  -0.009168854   0.13109203
[163,]   2.07826075   2.52173679  -4.34281202  -7.918074982   2.41724997
[164,]  -9.52216168  -9.84870006 -14.71069151  -0.821683543  -1.02530306
[165,]   0.46567273   6.89163410   4.87585940  -1.779170937  -2.42082732
[166,]   5.36653870  -3.45622182   8.68073445  -4.485414429  14.65901438
[167,]   1.28365486   4.17863130   8.61479259  -0.944393704   1.70134664
[168,]  -4.17743513  -6.29769236  -3.10392962  -0.001767094  -3.45946912
[169,]   5.16990158   5.21305404  -2.17127697   3.683734402  -3.50409840
[170,]  -4.14280017  -5.18709724   5.52735212   0.272745432  -0.53700404
[171,]  13.87055390  -1.39379873  14.76218499  -1.496277259  -1.89851922
[172,]  -8.34002477   2.30918076  -6.46935173  -6.376774774  -2.58938102
[173,]  20.38986439  -6.49181498   4.65997596  -3.509849581   9.88072734
[174,]  -2.41167682  -4.54457841   2.67768845  -5.034515113   0.87398160
[175,]   0.64282899   5.47865511  -0.77725017   2.962248138  -2.84506007
[176,]   6.23091806  -6.40721364  -8.78634050  -1.420571986   6.64324724
[177,]  11.80718706  -0.55968495   3.98358999   7.740923319 -10.43229977
[178,]   0.52186229  -1.95510025   0.52107202  -6.969753008   3.94432084
[179,]   5.83404335   8.59961320  -2.95145208   1.133316442   0.97231650
[180,]  -0.85164331  -4.59863640   0.75609090   3.287404028  -4.40844952
[181,]  -2.71118758   4.54453197   1.98278003   1.380359536  -3.89231389
[182,]   5.18891283   2.33932599  -2.25575507  -2.313193573  -1.77941812
[183,]  -3.89053179   3.96779727  -0.48168021  11.684009990   4.59038195
[184,]   6.13579365   1.78568910   4.86918024   7.566359461   7.08561623
[185,]  11.03576912  -1.63149919  13.30135052   2.517871835  -8.63473849
[186,]   3.56061866   4.31856731 -10.96944210   1.562711352   8.71758870
[187,]  -5.07771284  10.08756127  -7.00440276   2.534978590   0.58961094
[188,]  -3.02453147   1.92776061  -0.74026932 -13.566455446   2.45260751
[189,]  -5.07980422   1.77498151   4.59906670  -0.712811159 -11.55589045
[190,]   6.03447970  -0.88435984   6.68776442   1.023377351   1.63894019
[191,]   4.31891599 -15.68548065   7.55290499  -1.640897662  -3.82790657
[192,]   3.09768734   4.36954749  17.96815746  -7.747580566   8.09818492
[193,]   0.45949437 -22.86306107   8.40188224  16.704015794   1.65363746
[194,] -10.51617060  -1.50056192  -0.93934938   1.791419321  -3.83434131
[195,]   1.51740927   2.69229592   2.28501251  -0.593837385   3.71151089
[196,]  -2.83154396   9.33132841   8.99686011  -1.826715448  -0.52909947
[197,]   1.12176088   3.98394391  -3.48696791  -2.107826529  -7.04921717
[198,]  -6.12762764 -25.24823919   8.80222032  -2.242910397   6.85525279
[199,]  -7.28781069  -2.66570803  -9.58090831  -7.023646550   4.21412346
[200,]  -2.68055080   5.64247911   1.71686878  -1.493280510  -5.90095725