# An Application to HB Twofold Normal Model On sampel dataset

library(saeHB.twofold)
data("dataTwofold")

## STEPS 2: Fitting HB Model

model=NormalTF(y~x1+x2,vardir="vardir",area = "codearea",weight = "w",iter.mcmc = 100000,thin=50,burn.in = 1000,data=dataTwofold)
#> Compiling model graph
#>    Resolving undeclared variables
#>    Allocating nodes
#> Graph information:
#>    Observed stochastic nodes: 90
#>    Unobserved stochastic nodes: 125
#>    Total graph size: 953
#>
#> Initializing model
#>
#> Compiling model graph
#>    Resolving undeclared variables
#>    Allocating nodes
#> Graph information:
#>    Observed stochastic nodes: 90
#>    Unobserved stochastic nodes: 125
#>    Total graph size: 953
#>
#> Initializing model
#>
#> Compiling model graph
#>    Resolving undeclared variables
#>    Allocating nodes
#> Graph information:
#>    Observed stochastic nodes: 90
#>    Unobserved stochastic nodes: 125
#>    Total graph size: 953
#>
#> Initializing model

## STEP 3 Extract mean estimation

model$Est_sub #> Mean SD 2.5% 25% 50% 75% #> theta[1] 13.693083 3.1440877 7.6832926 11.452546 13.658045 15.847425 #> theta[2] 11.028092 1.9476199 7.2031187 9.702023 11.040583 12.366932 #> theta[3] 14.230878 2.6124705 9.2873893 12.410842 14.235370 16.018759 #> theta[4] 11.577260 1.3905414 8.7743643 10.631342 11.550436 12.526189 #> theta[5] 14.735163 0.7741062 13.1954115 14.223904 14.722909 15.272836 #> theta[6] 10.641018 1.2109329 8.2982773 9.785565 10.650227 11.441117 #> theta[7] 14.275010 0.8857167 12.5192338 13.664551 14.259416 14.862331 #> theta[8] 13.476120 1.8895907 9.5744488 12.197310 13.487324 14.765132 #> theta[9] 16.232074 0.9254906 14.4405762 15.632787 16.255426 16.864185 #> theta[10] 14.868367 0.8985164 13.1358977 14.249684 14.876336 15.484935 #> theta[11] 14.294192 0.7045536 12.9411873 13.797291 14.299715 14.776237 #> theta[12] 15.773707 1.9868464 12.0818426 14.411446 15.739904 17.181337 #> theta[13] 9.294758 0.5857204 8.1406314 8.907932 9.293555 9.696288 #> theta[14] 9.944960 0.9574875 8.1522911 9.288496 9.943981 10.586095 #> theta[15] 15.538239 0.6862474 14.2001090 15.065190 15.554895 16.003303 #> theta[16] 12.614884 1.6061677 9.4728918 11.524949 12.593249 13.731509 #> theta[17] 2.221883 0.7016079 0.7907812 1.772288 2.237079 2.694662 #> theta[18] 7.211860 1.1394558 5.0166906 6.431565 7.199878 8.019271 #> theta[19] 2.159517 0.7524996 0.6794804 1.661969 2.165973 2.672639 #> theta[20] 6.151451 1.8713014 2.5624420 4.927957 6.109277 7.343471 #> theta[21] 4.399953 0.7706870 2.8797601 3.883330 4.392508 4.929039 #> theta[22] 14.699025 1.1840966 12.3193659 13.900294 14.714661 15.505189 #> theta[23] 13.994480 0.4804456 13.0233971 13.674675 14.011437 14.319228 #> theta[24] 17.569426 1.1210654 15.3417614 16.845339 17.550858 18.289364 #> theta[25] 14.467208 1.3651250 11.9028782 13.542303 14.463241 15.405291 #> theta[26] 10.386252 1.9479378 6.5479940 9.070976 10.390593 11.692419 #> theta[27] 9.564839 2.7540803 4.2003969 7.753060 9.495424 11.390808 #> theta[28] 14.997177 0.9055971 13.2155629 14.402814 15.017186 15.591486 #> theta[29] 13.168407 1.6704232 9.8415944 12.074664 13.163306 14.321000 #> theta[30] 10.066898 1.6694198 6.8351666 8.966443 10.094843 11.181342 #> theta[31] 13.995446 2.2247726 9.5919360 12.558646 13.989420 15.445391 #> theta[32] 14.611941 0.9259295 12.8695354 14.002221 14.587259 15.201997 #> theta[33] 9.933734 3.1427197 3.7709129 7.802090 9.903038 12.148100 #> theta[34] 13.786827 1.3691273 11.1864560 12.849485 13.771693 14.732491 #> theta[35] 14.608376 2.0204835 10.6619412 13.177090 14.642519 16.039637 #> theta[36] 13.498561 2.0289658 9.5073451 12.130812 13.511275 14.853664 #> theta[37] 13.985715 0.8068030 12.4290307 13.422881 13.988506 14.538562 #> theta[38] 14.236547 0.9153553 12.3965573 13.618666 14.251199 14.883424 #> theta[39] 12.491367 1.4431576 9.6897742 11.510528 12.498683 13.515129 #> theta[40] 9.182744 2.3580874 4.5142494 7.617768 9.225080 10.793401 #> theta[41] 18.435056 0.8439042 16.7381271 17.853716 18.430786 19.009655 #> theta[42] 12.468216 1.0189513 10.5166812 11.742584 12.501564 13.164567 #> theta[43] 16.587733 3.2902597 10.1489821 14.389634 16.571027 18.830568 #> theta[44] 16.942030 1.5163762 13.9474269 15.931024 16.962564 17.985927 #> theta[45] 18.565029 1.4246628 15.7316881 17.611005 18.536197 19.530658 #> theta[46] 13.558985 1.9159420 9.7497179 12.233877 13.529070 14.866261 #> theta[47] 12.380883 2.6921164 6.9305270 10.494454 12.513709 14.246675 #> theta[48] 11.378970 0.6581733 10.0871739 10.937791 11.389309 11.824283 #> theta[49] 6.625032 1.4031738 3.8138213 5.665701 6.664181 7.613624 #> theta[50] 15.943631 1.5971104 12.8232057 14.849792 15.929222 17.018080 #> theta[51] 7.795446 1.4032797 4.9835896 6.887490 7.804643 8.754055 #> theta[52] 26.587616 0.8397789 24.9578346 26.050062 26.626583 27.120344 #> theta[53] 18.572019 1.6872590 15.0938206 17.499583 18.599007 19.720802 #> theta[54] 17.937396 1.2941764 15.4409154 17.037701 17.945989 18.838885 #> theta[55] 11.982599 0.7382594 10.5566326 11.506152 11.982299 12.472112 #> theta[56] 11.462592 0.5394953 10.4346778 11.090512 11.457644 11.813362 #> theta[57] 8.953105 0.6519583 7.6656329 8.517062 8.934962 9.391141 #> theta[58] 13.829112 1.4014025 11.0147771 12.908479 13.896182 14.807294 #> theta[59] 16.501365 0.9395752 14.6410364 15.858763 16.488845 17.132360 #> theta[60] 15.184499 0.8322890 13.5583307 14.626956 15.188710 15.742744 #> theta[61] 5.607510 1.9610594 1.7013786 4.300218 5.564937 6.935284 #> theta[62] 5.906083 0.8030804 4.3571843 5.387584 5.899245 6.476853 #> theta[63] 5.315941 0.9107320 3.4773846 4.690521 5.320311 5.946399 #> theta[64] 12.245855 1.5821479 9.1878934 11.178769 12.190655 13.299034 #> theta[65] 12.376994 2.4233458 7.6387125 10.733958 12.364552 14.053226 #> theta[66] 9.883870 1.2711434 7.3491687 9.055714 9.885523 10.729562 #> theta[67] 16.759269 0.9995374 14.8334802 16.104133 16.775115 17.459750 #> theta[68] 11.170258 1.2916323 8.7465822 10.271161 11.192107 12.025393 #> theta[69] 8.160848 0.8348065 6.4812734 7.586328 8.162028 8.734331 #> theta[70] 11.767139 0.8354719 10.1664851 11.180040 11.768260 12.346204 #> theta[71] 13.699673 0.7586153 12.1912459 13.185651 13.692133 14.204726 #> theta[72] 10.757707 0.7155263 9.3980962 10.273134 10.757595 11.235465 #> theta[73] 3.804579 1.4959573 0.8892903 2.856966 3.795619 4.821655 #> theta[74] 10.474337 1.5020797 7.5365570 9.454884 10.474929 11.507532 #> theta[75] 5.950642 1.3723098 3.2896206 5.021904 5.936676 6.868045 #> theta[76] 9.442338 0.7830600 7.9365019 8.910990 9.460827 9.983924 #> theta[77] 13.933855 0.7646112 12.4454286 13.426355 13.917348 14.447013 #> theta[78] 9.614104 1.9551872 5.7041481 8.302080 9.630629 10.969309 #> theta[79] 10.453441 1.1816588 8.1541486 9.662413 10.467478 11.275382 #> theta[80] 5.871553 0.7374465 4.4157499 5.391050 5.876002 6.375063 #> theta[81] 6.491376 0.7243533 5.0722614 6.015931 6.496226 6.974689 #> theta[82] 14.392942 2.2746116 9.9091305 12.887726 14.379639 15.902145 #> theta[83] 10.695579 1.8178572 7.0522314 9.462519 10.684482 11.934158 #> theta[84] 10.149466 3.0110538 4.1772799 8.130430 10.240022 12.228205 #> theta[85] 13.424261 1.6268704 10.4410820 12.284611 13.353378 14.483667 #> theta[86] 18.581322 1.4411382 15.6562851 17.637658 18.562201 19.545442 #> theta[87] 11.461157 0.8153415 9.8838962 10.894198 11.475687 12.022233 #> theta[88] 7.937114 1.8534939 4.1763113 6.690297 7.936301 9.194541 #> theta[89] 7.681839 1.3870161 4.9015391 6.736417 7.700307 8.627863 #> theta[90] 4.496498 2.2976317 0.1412894 2.989440 4.418699 6.033469 #> 97.5% #> theta[1] 20.024416 #> theta[2] 14.783491 #> theta[3] 19.409936 #> theta[4] 14.347383 #> theta[5] 16.230054 #> theta[6] 12.953242 #> theta[7] 16.019005 #> theta[8] 17.135818 #> theta[9] 18.027018 #> theta[10] 16.630439 #> theta[11] 15.674026 #> theta[12] 19.644615 #> theta[13] 10.459364 #> theta[14] 11.876632 #> theta[15] 16.889552 #> theta[16] 15.726620 #> theta[17] 3.537638 #> theta[18] 9.398716 #> theta[19] 3.545101 #> theta[20] 10.017021 #> theta[21] 5.872819 #> theta[22] 16.960955 #> theta[23] 14.908415 #> theta[24] 19.816687 #> theta[25] 17.143287 #> theta[26] 14.129561 #> theta[27] 15.340597 #> theta[28] 16.773500 #> theta[29] 16.324237 #> theta[30] 13.291106 #> theta[31] 18.410778 #> theta[32] 16.468881 #> theta[33] 15.961584 #> theta[34] 16.467527 #> theta[35] 18.602474 #> theta[36] 17.481540 #> theta[37] 15.558744 #> theta[38] 16.008392 #> theta[39] 15.295539 #> theta[40] 13.662692 #> theta[41] 20.072320 #> theta[42] 14.401603 #> theta[43] 22.955701 #> theta[44] 19.925851 #> theta[45] 21.363896 #> theta[46] 17.195101 #> theta[47] 17.600038 #> theta[48] 12.669554 #> theta[49] 9.298010 #> theta[50] 19.058629 #> theta[51] 10.579699 #> theta[52] 28.236667 #> theta[53] 21.753361 #> theta[54] 20.499342 #> theta[55] 13.410588 #> theta[56] 12.530700 #> theta[57] 10.233307 #> theta[58] 16.503562 #> theta[59] 18.390968 #> theta[60] 16.800835 #> theta[61] 9.439057 #> theta[62] 7.409539 #> theta[63] 7.075681 #> theta[64] 15.389867 #> theta[65] 17.027609 #> theta[66] 12.478461 #> theta[67] 18.659603 #> theta[68] 13.750180 #> theta[69] 9.749195 #> theta[70] 13.422721 #> theta[71] 15.212797 #> theta[72] 12.195832 #> theta[73] 6.742366 #> theta[74] 13.335573 #> theta[75] 8.616952 #> theta[76] 10.980308 #> theta[77] 15.407137 #> theta[78] 13.324944 #> theta[79] 12.693853 #> theta[80] 7.307281 #> theta[81] 7.926550 #> theta[82] 18.783402 #> theta[83] 14.195369 #> theta[84] 15.918991 #> theta[85] 16.587520 #> theta[86] 21.501483 #> theta[87] 13.058441 #> theta[88] 11.658328 #> theta[89] 10.375250 #> theta[90] 9.083414 ### Area Estimatio model$Est_area
#>         Mean        SD      2.5%       25%       50%       75%     97.5%
#> 1  13.160031 1.9948229  9.459440 11.735945 13.121369 14.513535 17.198566
#> 2  12.426558 0.6615648 11.122448 11.961968 12.430937 12.885701 13.716912
#> 3  14.481335 0.7743711 12.949539 13.948040 14.473699 15.029910 15.930923
#> 4  14.872708 0.6827833 13.593633 14.400190 14.876632 15.346764 16.184443
#> 5  11.306383 0.4470488 10.461412 10.997881 11.296571 11.604144 12.200389
#> 6   7.816214 0.7521311  6.390458  7.285782  7.813765  8.350420  9.254231
#> 7   4.539827 0.8630685  2.844766  3.937791  4.536925  5.109756  6.311777
#> 8  15.844433 0.6440762 14.585973 15.418236 15.844423 16.281268 17.086809
#> 9  11.382264 1.3783137  8.613691 10.427922 11.386918 12.291970 14.113021
#> 10 12.278519 0.9396207 10.408935 11.680755 12.291980 12.904691 14.055451
#> 11 12.551395 1.6522608  9.319044 11.442609 12.521933 13.704303 15.749068
#> 12 13.975309 1.1481513 11.800898 13.207123 13.961027 14.751204 16.241012
#> 13 13.455601 0.7085069 11.993626 12.977414 13.472711 13.920558 14.821073
#> 14 13.247813 0.9483213 11.352111 12.599345 13.272407 13.899315 15.122412
#> 15 17.328075 1.6114079 14.158295 16.290939 17.340782 18.353933 20.496237
#> 16 12.562124 1.3321473  9.886418 11.680208 12.613239 13.485614 15.160992
#> 17 10.469977 0.9184278  8.719874  9.837378 10.448031 11.089201 12.281369
#> 18 20.816082 0.7813159 19.318823 20.287632 20.809118 21.343452 22.337011
#> 19 10.388490 0.3920947  9.638808 10.125908 10.368243 10.649618 11.155229
#> 20 15.268407 0.5952838 14.092599 14.861201 15.280339 15.666452 16.431537
#> 21  5.581087 0.8267128  3.951674  5.013597  5.578924  6.144622  7.166213
#> 22 11.523350 1.0957552  9.396975 10.766746 11.514461 12.215882 13.660216
#> 23 12.081280 0.6352067 10.832980 11.668868 12.060541 12.506389 13.361016
#> 24 12.122649 0.4822149 11.179669 11.808896 12.118894 12.446792 13.060382
#> 25  6.485602 0.9029781  4.763085  5.881210  6.498559  7.114451  8.195030
#> 26 11.371258 0.7105175  9.957484 10.887851 11.387724 11.861037 12.741615
#> 27  7.460068 0.5188561  6.467991  7.123007  7.463002  7.816064  8.458960
#> 28 12.124730 1.5488464  9.066439 11.110487 12.146864 13.159068 15.069800
#> 29 14.744368 0.8234171 13.163593 14.170597 14.757245 15.307429 16.337171
#> 30  6.483875 1.2737518  3.982710  5.648936  6.480304  7.327727  8.919021

model$coefficient #> Mean SD 2.5% 25% 50% 75% #> beta[0] -0.2970278 0.63807504 -1.5347004 -0.7115698 -0.2964823 0.1160907 #> beta[1] 0.2459060 0.63537389 -0.9411917 -0.1988895 0.2435433 0.6608675 #> beta[2] 1.2178501 0.06560296 1.0866723 1.1756386 1.2174004 1.2634496 #> 97.5% #> beta[0] 1.010249 #> beta[1] 1.509378 #> beta[2] 1.342680 ### Random effect variance estimation model$refVar
#>   var_area  var_sub
#> 1 8.196509 8.749809

## STEP 3 : Extract CV and MSE Subarea

• CV $$CV(\theta \hat)=\frac{SD(\theta \hat)}{(\theta \hat)} \times 100$$
• MSE $$MSE= V(\theta\hat)$$
CV=(model$Est_sub$SD)/(model$Est_sub$Mean)*100
MSE=model$Est_sub$SD^2
summary(cbind(CV,MSE))
#>        CV              MSE
#>  Min.   : 3.159   Min.   : 0.2308
#>  1st Qu.: 6.485   1st Qu.: 0.6972
#>  Median :11.558   Median : 1.7692
#>  Mean   :13.750   Mean   : 2.3980
#>  3rd Qu.:17.624   3rd Qu.: 3.4027
#>  Max.   :51.098   Max.   :10.8258

## STEP 4 Extract CV and MSE of Area

CV2=(model$Est_area$SD)/(model$Est_area$Mean)*100
MSE2=model$Est_area$SD^2
summary(cbind(CV2,MSE2))
#>       CV2              MSE2
#>  Min.   : 3.753   Min.   :0.1537
#>  1st Qu.: 5.260   1st Qu.:0.4448
#>  Median : 7.405   Median :0.6807
#>  Mean   : 8.648   Mean   :1.0261
#>  3rd Qu.:11.733   3rd Qu.:1.2889
#>  Max.   :19.645   Max.   :3.9793

## STEP 5 : You can also compare the CV between subarea direct estimator and HB Twofold estimator

dirCV=sqrt(dataTwofold$vardir)/(dataTwofold$y)*100
summary(cbind(dirCV,CV))
#>      dirCV               CV
#>  Min.   :  3.187   Min.   : 3.159
#>  1st Qu.:  6.642   1st Qu.: 6.485
#>  Median : 12.764   Median :11.558
#>  Mean   : 25.141   Mean   :13.750
#>  3rd Qu.: 21.041   3rd Qu.:17.624
#>  Max.   :680.378   Max.   :51.098
• Look that! ,CV on our model is less than CV on direct estimator.
boxplot(cbind(dirCV,CV),ylim=c(0,50))

model$refVar #> var_area var_sub #> 1 8.196509 8.749809 model$plot
#> [[1]]
#> NULL
#>
#> [[2]]
#> [[2]]\$mar
#> [1] 5.1 4.1 4.1 2.1
#>
#>
#> [[3]]
#> [[1]]
#> Markov Chain Monte Carlo (MCMC) output:
#> Start = 1050
#> End = 1e+05
#> Thinning interval = 50
#>               beta[0]      beta[1]   beta[2]
#>    [1,]  0.1558351621  1.022709018 1.1627795
#>    [2,]  0.0436677898  0.704355286 1.1827617
#>    [3,] -0.2604370700 -0.457955265 1.2797772
#>    [4,] -0.3243633380 -0.550295485 1.1902768
#>    [5,] -0.4218323582  0.328992642 1.2007462
#>    [6,] -0.2379853565  0.031688451 1.2333364
#>    [7,]  0.1015615934  0.422568842 1.2325608
#>    [8,]  0.7700810798 -0.102004847 1.0786786
#>    [9,] -0.0731453322  0.111730970 1.1959962
#>   [10,] -0.6149920841 -0.093399795 1.3491447
#>   [11,] -0.3312022715  0.808283706 1.1832055
#>   [12,] -0.6142717010  1.221787187 1.2551724
#>   [13,] -0.3408359319 -0.802410322 1.2001040
#>   [14,] -0.3154049492 -0.228728744 1.3096973
#>   [15,] -0.9137568242 -0.308868873 1.2634340
#>   [16,]  0.2224293228 -0.272178330 1.1505687
#>   [17,]  0.8585461940 -0.720581643 1.1568536
#>   [18,] -0.9295907779  0.532616179 1.1634887
#>   [19,] -0.7218882595  1.132199437 1.2499080
#>   [20,] -0.3309726374 -0.874833814 1.3173392
#>   [21,]  0.0890124740  0.638703261 1.2915332
#>   [22,]  0.4603868334  0.435799741 1.1220850
#>   [23,] -0.5359499261 -0.453610287 1.2718069
#>   [24,] -0.0985040596  1.440562011 1.1398560
#>   [25,]  0.4040686426  0.425581842 1.0820378
#>   [26,] -0.2581545989  0.734931865 1.1271706
#>   [27,]  0.6960980300  0.566691070 1.1475422
#>   [28,]  0.1622577603  0.196296102 1.2492979
#>   [29,]  0.0860036031  0.373844799 1.2719555
#>   [30,] -0.4829137413  0.946485303 1.1483744
#>   [31,] -0.2239328008 -0.898797797 1.2844998
#>   [32,] -1.1291366149  0.815825394 1.2837194
#>   [33,] -0.1978185405  0.256384701 1.2419610
#>   [34,] -0.5379379978 -0.073190807 1.2931606
#>   [35,]  0.0607862162 -0.523406250 1.2420952
#>   [36,] -0.3260040601  0.679218542 1.1642560
#>   [37,] -0.4000332475  1.063917596 1.2446446
#>   [38,] -0.6241145894  1.187616521 1.2454371
#>   [39,]  0.5743335935  0.468793693 1.1671366
#>   [40,] -0.2936867462  0.665999508 1.1696712
#>   [41,] -1.7858782272  1.464905139 1.2253127
#>   [42,] -0.0918289337 -0.030427980 1.2185639
#>   [43,] -0.9632627053  0.546298165 1.2173078
#>   [44,]  0.4310651415  0.075923601 1.2302747
#>   [45,] -0.5421528133  0.149670779 1.2685429
#>   [46,] -0.0369241179 -0.624959230 1.2010909
#>   [47,]  0.4806465965  0.282044987 1.2409703
#>   [48,] -0.1671321742 -0.406187101 1.2286836
#>   [49,]  0.4350601027 -0.021093422 1.1997533
#>   [50,]  0.0304468786  1.672471093 1.1195996
#>   [51,] -0.3288288900  0.896329045 1.2091133
#>   [52,] -1.1490144774 -0.544227607 1.2738824
#>   [53,]  0.4004949155  1.424987373 1.1522354
#>   [54,]  0.2344911864  0.421027001 1.0844557
#>   [55,]  0.7353191131 -0.187554434 1.2196779
#>   [56,]  0.4285377251 -0.396058366 1.1695706
#>   [57,]  0.1691954694  0.710591956 1.1460055
#>   [58,]  0.4400573126  0.464172795 1.1366127
#>   [59,]  0.9723089539 -0.963725885 1.1037456
#>   [60,]  0.4789835671  0.025198031 1.1008336
#>   [61,] -0.6553103074 -0.089091678 1.1653701
#>   [62,]  0.2845982116 -0.242273828 1.2766811
#>   [63,] -0.3935582186  0.229873953 1.2711783
#>   [64,]  0.0016362608  0.706875793 1.0954521
#>   [65,]  0.0309681975 -0.658245673 1.2733304
#>   [66,] -0.1050453433  0.182805418 1.2149125
#>   [67,] -0.7040214694  0.113653354 1.2085867
#>   [68,]  0.5822973635  0.789486896 1.1450171
#>   [69,]  0.4557318748  0.659937533 1.0617814
#>   [70,]  0.2648234707 -0.392558294 1.1666427
#>   [71,] -0.3746667727 -0.509040022 1.2183272
#>   [72,] -1.0231629847 -0.898969622 1.2198896
#>   [73,] -0.3504308852  0.613823904 1.2394912
#>   [74,]  0.2294871538  0.620392255 1.2342742
#>   [75,] -1.0091339679  0.152279698 1.2340466
#>   [76,]  0.1170822340 -0.524273855 1.2455643
#>   [77,]  0.6058878958  0.110141818 1.1968091
#>   [78,]  0.9195204122  0.039973503 1.0712183
#>   [79,] -1.1953561066 -0.635320801 1.3595792
#>   [80,] -0.5581620111  0.572470936 1.1918552
#>   [81,]  1.3703004568  0.934964679 1.0569677
#>   [82,] -0.3820198419 -0.537981006 1.3281770
#>   [83,]  0.0582946755 -0.338048213 1.2300123
#>   [84,] -0.2267186661 -0.728136099 1.3502998
#>   [85,] -0.5843415453  1.625793214 1.1136571
#>   [86,] -0.2244618483  0.537397959 1.2290823
#>   [87,]  0.7351902589 -0.108523933 1.2281669
#>   [88,] -0.7114480941  0.258198453 1.1743356
#>   [89,] -0.5516100651 -0.085044862 1.2698788
#>   [90,] -0.7209225978  0.347944533 1.2545033
#>   [91,] -1.4497553899  0.375724069 1.2724858
#>   [92,] -0.7918939773 -0.033333406 1.2058737
#>   [93,] -0.1424505639 -0.093293339 1.3014486
#>   [94,]  0.5645578068  0.123197640 1.0822664
#>   [95,] -0.3438844490  0.283867494 1.1903614
#>   [96,] -0.6601643916 -0.361147059 1.3194992
#>   [97,] -1.0380779918  1.452534811 1.2803155
#>   [98,] -0.3276630074 -0.205992781 1.2882267
#>   [99,]  0.5153363375 -0.156062791 1.2153623
#>  [100,]  0.5590013452 -0.440279046 1.1153850
#>  [101,] -0.1425445070 -0.865338374 1.3260149
#>  [102,] -0.9011457204  0.369422164 1.2376395
#>  [103,] -1.0798328488 -0.110988212 1.2353895
#>  [104,] -0.6128478243  0.840655131 1.2573196
#>  [105,]  0.0053464044  0.916108934 1.1023269
#>  [106,] -0.2173748464  0.024872513 1.1528379
#>  [107,] -0.6424146431 -0.291636712 1.3428040
#>  [108,] -0.5906204079  0.727942269 1.2268380
#>  [109,] -1.5625416252  0.482515372 1.3401729
#>  [110,] -0.3307982554  1.481145262 1.1934116
#>  [111,] -1.3871101660  1.070155481 1.3353500
#>  [112,] -0.8470302302  0.558844832 1.2668414
#>  [113,] -0.9457055125 -0.020550139 1.2684135
#>  [114,]  0.0083844251 -0.306219300 1.2091868
#>  [115,] -0.9830182305 -0.634986457 1.3224456
#>  [116,]  0.0190645829 -1.074084199 1.3054884
#>  [117,] -0.4693465548 -0.172867661 1.2392389
#>  [118,]  0.2095415622  0.674253554 1.1493936
#>  [119,] -0.6887441941 -1.069110652 1.3352258
#>  [120,]  0.5088889357 -0.186297931 1.1738552
#>  [121,]  0.3946397588  1.143416893 1.1677683
#>  [122,] -0.3973896698 -0.209277944 1.2437685
#>  [123,] -1.4723086712  0.552875716 1.3783691
#>  [124,] -0.3942346606  0.750919884 1.1625504
#>  [125,] -1.2385185974  1.091359480 1.2423629
#>  [126,] -0.6199525089  0.239072253 1.1903094
#>  [127,] -0.6246684208 -0.501503062 1.2283521
#>  [128,] -0.9219250087  1.401999030 1.2144868
#>  [129,] -0.8585987393  0.728892991 1.3039977
#>  [130,]  0.1551807557  0.066486794 1.1811452
#>  [131,]  0.4907505866 -0.266801931 1.1612050
#>  [132,] -0.6398008476 -0.027799088 1.2120784
#>  [133,] -1.2192073334  1.344327998 1.2067490
#>  [134,]  0.0837806419  0.722467977 1.1707075
#>  [135,] -0.4643359445  0.377371036 1.2010947
#>  [136,] -1.1704764517  0.606120276 1.3012100
#>  [137,]  0.0204264100  1.048776945 1.1833180
#>  [138,]  0.5587532474  0.240925012 1.1541409
#>  [139,]  0.2240641583  0.392811301 1.2215393
#>  [140,]  0.6039619918 -0.261776453 1.1794909
#>  [141,] -0.1957953326 -0.371079582 1.2666461
#>  [142,]  0.0979600118  0.991465610 1.2989923
#>  [143,] -0.1444676675  1.591960571 1.2031131
#>  [144,] -0.9202458657  0.138165228 1.2191359
#>  [145,] -0.5399677996  0.868838104 1.3422518
#>  [146,]  0.3634407477  0.245067824 1.1043773
#>  [147,] -0.0448329449 -0.376871554 1.1614842
#>  [148,]  1.0798216497  0.125294692 1.1694134
#>  [149,] -0.1109197907  0.388579328 1.1569636
#>  [150,] -0.0567969136  0.496478883 1.2041671
#>  [151,] -0.5965522448 -0.273464928 1.1886398
#>  [152,]  0.4018375079  1.482499048 1.1146717
#>  [153,] -0.6884139656 -0.108395754 1.1863554
#>  [154,] -0.6320295883 -0.314212570 1.3158781
#>  [155,] -0.7242408679  0.475633857 1.1943692
#>  [156,] -0.1910088751 -0.197354603 1.1773494
#>  [157,]  0.8657744766  0.283475853 1.2050749
#>  [158,] -0.6535444471  0.029692466 1.2627522
#>  [159,]  0.0483205830  0.398564608 1.2564154
#>  [160,]  0.2340194263  0.074929670 1.1658191
#>  [161,] -0.1266508514  0.530736251 1.2314486
#>  [162,] -0.0993338091  0.855358247 1.1184025
#>  [163,] -0.2516958110  0.400951223 1.1999457
#>  [164,] -1.0400069361  0.736861122 1.1981711
#>  [165,] -0.1405734039  1.368019618 1.2195873
#>  [166,] -0.5787096337 -0.053108332 1.3123936
#>  [167,]  0.7362248862 -0.128768284 1.2426365
#>  [168,] -0.8498023352  0.659060066 1.2177964
#>  [169,]  0.7286687834  1.405055199 1.1321406
#>  [170,] -0.3888099422  0.071528104 1.3088038
#>  [171,] -0.5789960282  1.027378525 1.2149767
#>  [172,]  0.1711195795  0.844319405 1.2099159
#>  [173,] -0.5914890563  0.238071228 1.2319295
#>  [174,] -1.0779825307  0.673081042 1.2600973
#>  [175,] -0.2317278270  0.250247737 1.2406868
#>  [176,]  0.2327432807 -0.696465514 1.2579731
#>  [177,] -0.8960436810  0.392192091 1.2408173
#>  [178,] -0.7828271572 -0.806280113 1.3288540
#>  [179,]  0.5629167232 -0.175897117 1.2219829
#>  [180,] -0.5179180265  0.816047291 1.0914123
#>  [181,] -0.4268608851 -0.392699142 1.2231542
#>  [182,] -0.1701767343  2.242472786 1.0863308
#>  [183,] -1.1081089064 -0.473894531 1.2901472
#>  [184,] -0.3194719240  0.537822040 1.2219017
#>  [185,] -0.6600674900 -0.340799093 1.2231813
#>  [186,] -1.2849786482 -0.023411876 1.2942262
#>  [187,] -0.0335850004  0.331324650 1.2234567
#>  [188,] -0.9247462970 -0.461227334 1.3287346
#>  [189,]  0.0321889432  0.417280245 1.2695071
#>  [190,]  0.4252415975  0.111517041 1.1305448
#>  [191,] -0.6725350938  0.112110941 1.3042938
#>  [192,] -1.1505346996  0.130828387 1.3092219
#>  [193,]  0.6909245734  0.188351123 1.2108939
#>  [194,]  1.0919370190  0.372003471 1.0598777
#>  [195,]  0.6398378771 -0.404807858 1.1104538
#>  [196,]  0.5493666341 -0.834879742 1.1874047
#>  [197,] -0.6669587657  1.096415517 1.2364932
#>  [198,]  0.2880792532  0.293971949 1.1685530
#>  [199,] -0.2844340689  0.404399933 1.1894832
#>  [200,]  0.2041227323  0.482101023 1.1737639
#>  [201,] -0.4650375642  0.581170720 1.1969086
#>  [202,] -0.7439864818 -0.206228408 1.2155158
#>  [203,] -0.9081203167 -0.050798119 1.3019802
#>  [204,] -0.1157434953 -0.055235111 1.3792900
#>  [205,] -0.5030352091  0.731603502 1.1518913
#>  [206,] -0.0132292610  0.727654755 1.1300883
#>  [207,] -0.2694075942  0.389692869 1.2861858
#>  [208,] -0.9940196100  0.230106392 1.2780679
#>  [209,] -0.2256509826  1.199923154 1.1254242
#>  [210,]  1.0479278480 -0.601556571 1.1504737
#>  [211,] -0.0322686569 -0.474458952 1.2036180
#>  [212,]  0.0765086693  0.433641558 1.1810189
#>  [213,]  0.7165883496  0.193714364 1.1658550
#>  [214,]  0.1445631566  0.758511866 1.1246765
#>  [215,]  0.0096349399 -0.662897692 1.2776297
#>  [216,] -0.0636471875 -0.135608099 1.2374900
#>  [217,] -0.2948872319  0.932817557 1.2047968
#>  [218,] -0.2085854659  0.780642161 1.0847859
#>  [219,] -0.0176952341  0.096846119 1.1975670
#>  [220,] -1.5894280905  0.848514103 1.2754984
#>  [221,]  0.1914418994  0.231482734 1.2415874
#>  [222,]  0.1327589712  0.406899628 1.1462121
#>  [223,] -0.1269494151  0.304620155 1.2613343
#>  [224,] -0.6659004692  0.416318041 1.2093411
#>  [225,]  0.0480716564  0.460324460 1.1933535
#>  [226,] -0.5121556433  0.163702447 1.1828215
#>  [227,]  0.5027056391  0.112858709 1.1411674
#>  [228,]  0.6865285902 -0.191435097 1.0931184
#>  [229,]  0.4552026985  0.134723993 1.0414602
#>  [230,] -0.5937726194 -0.597619326 1.2840303
#>  [231,] -0.2731342542 -0.437104155 1.2701874
#>  [232,] -0.7112482642 -0.460178664 1.2652740
#>  [233,] -0.4213712850  0.155125770 1.1748360
#>  [234,]  0.4381059580  0.234509769 1.1931162
#>  [235,] -0.2081381291  0.407093438 1.1608530
#>  [236,]  0.8280934528 -0.017247713 1.1948479
#>  [237,]  1.2384154131 -0.258314459 1.1515795
#>  [238,] -0.3767911945  0.481068491 1.1069445
#>  [239,]  0.0066930367 -0.139641544 1.2204190
#>  [240,]  0.0092032270  1.465219334 1.2413884
#>  [241,]  0.2727072683 -0.212933335 1.1869633
#>  [242,] -0.3826529302  0.563672315 1.2026247
#>  [243,]  0.4294866749 -0.079422393 1.1936499
#>  [244,]  0.5743060903 -0.686880664 1.1271954
#>  [245,] -1.2272429691 -0.983662440 1.3180448
#>  [246,] -0.5271855740  0.172826352 1.2873941
#>  [247,]  0.2728067854  0.100093694 1.1221817
#>  [248,] -0.3643710084  0.392786158 1.2210844
#>  [249,] -0.3361393864  0.547759279 1.1407734
#>  [250,] -0.6755645878  0.562511354 1.2347416
#>  [251,] -1.0479499089  0.407716149 1.1479427
#>  [252,]  0.8600878449 -0.030528714 1.2230863
#>  [253,]  0.6708022673 -0.543605257 1.1906855
#>  [254,]  0.4593690281 -0.125792238 1.2058796
#>  [255,] -0.0989990865  0.312988790 1.1916495
#>  [256,] -0.8293011795  1.125556079 1.1237830
#>  [257,] -0.5744286240  0.015339847 1.2528651
#>  [258,] -0.5304609780  0.413932841 1.2015739
#>  [259,] -0.4630355281 -0.121271851 1.2658801
#>  [260,]  0.0985901452 -0.038107635 1.1818978
#>  [261,] -0.2748188579  0.628996906 1.2001174
#>  [262,]  0.7166744777  0.134487912 1.1403854
#>  [263,]  0.4300179294 -0.611091092 1.1792859
#>  [264,] -0.6758818813  0.619957419 1.1788898
#>  [265,] -0.1383638959 -0.222908273 1.2772078
#>  [266,] -0.0200061061  0.528501432 1.1867516
#>  [267,] -0.3795078268  0.296179098 1.2029673
#>  [268,] -0.3522710549 -0.235526143 1.2588686
#>  [269,] -1.9293716146  0.114188140 1.3949955
#>  [270,]  0.3079751179  0.961334097 1.0843681
#>  [271,] -0.2848039091  0.086056512 1.2205650
#>  [272,]  0.8176586869 -0.459631120 1.1838503
#>  [273,] -0.0409947640  0.157468056 1.1892288
#>  [274,] -0.4445647216  1.123043925 1.1231402
#>  [275,]  0.2264889344  0.145048547 1.1919565
#>  [276,]  0.3774621716 -0.417612894 1.2123820
#>  [277,] -0.0158118615  0.474115260 1.1681064
#>  [278,] -1.5281571786  1.467828216 1.2460113
#>  [279,] -0.1053521394 -0.210463318 1.2641881
#>  [280,] -0.4995677702 -1.010863446 1.3003534
#>  [281,]  0.9923136370  0.369084530 1.2599726
#>  [282,]  0.1772262762 -0.264050944 1.2265548
#>  [283,]  0.2180464684 -1.380857042 1.2202174
#>  [284,] -0.7104696912  1.436850163 1.1762665
#>  [285,] -0.7973399271  0.339657487 1.2751745
#>  [286,]  1.2018307940  0.543978886 1.0810355
#>  [287,] -0.5955044354  0.090472710 1.2325226
#>  [288,] -0.2179894728  0.817635496 1.2051143
#>  [289,] -0.3759532891  0.340121503 1.1615321
#>  [290,]  0.1434600667 -0.260512349 1.0590143
#>  [291,] -1.6630743679  0.797425598 1.2353055
#>  [292,] -0.3599182124  0.739390838 1.2817829
#>  [293,] -0.5272695216  1.046236454 1.2166984
#>  [294,] -0.4308121646  0.484676082 1.1634492
#>  [295,] -1.5840566364  1.020825511 1.3080127
#>  [296,] -1.0071424201  0.454864155 1.2510699
#>  [297,] -0.2508904823  0.637401189 1.2277391
#>  [298,] -0.3513672247 -0.128639423 1.1828029
#>  [299,] -0.5326280046  0.991175406 1.2052767
#>  [300,] -0.4958575060  1.662508011 1.1676531
#>  [301,] -0.2953949627  0.746503899 1.1921439
#>  [302,] -0.2644293981  0.297907872 1.2841575
#>  [303,] -0.0428719333  0.220898436 1.2122578
#>  [304,]  0.2610476602  0.292375989 1.1472629
#>  [305,]  0.0452616505  0.609238039 1.1130692
#>  [306,] -1.8546081428 -0.381415617 1.3086451
#>  [307,] -0.7071920836  1.553752642 1.2360406
#>  [308,]  0.3719179543 -0.935358001 1.1892626
#>  [309,] -2.1307297459  0.906982330 1.2055624
#>  [310,] -1.3665030509 -0.226510064 1.3009172
#>  [311,]  0.3653800812 -0.928377820 1.3503310
#>  [312,] -0.1547805804  0.523948403 1.1581080
#>  [313,] -1.2700139693 -0.034534251 1.2407896
#>  [314,] -1.4294376515 -0.695004051 1.2694062
#>  [315,] -0.5786224453  1.093739906 1.2173932
#>  [316,] -0.4271645698 -0.337513993 1.1984375
#>  [317,] -0.2541432837  1.143562019 1.1540401
#>  [318,] -0.0886264717  0.465533285 1.1560873
#>  [319,]  0.1877549369  0.678454141 1.2094812
#>  [320,] -1.6711710643  1.218850895 1.2388140
#>  [321,]  0.2330515898  0.453957021 1.1476705
#>  [322,]  0.3746346245  0.816670775 1.0865861
#>  [323,] -0.1042021863 -0.571001410 1.2665209
#>  [324,] -0.3363969305  0.191599154 1.2247260
#>  [325,] -0.6988450951  1.489423891 1.2960441
#>  [326,] -0.8247985371  1.358134612 1.1775816
#>  [327,] -1.0318877100  0.265130397 1.3883631
#>  [328,]  0.7921549069  0.900553405 1.0673571
#>  [329,] -1.0018020431  0.666976280 1.1896195
#>  [330,] -0.3307902799 -0.105205846 1.2136640
#>  [331,] -0.9378874679  0.534244877 1.3390229
#>  [332,]  0.0371531114 -0.051347237 1.2774646
#>  [333,] -0.2410339728 -0.173774122 1.2133113
#>  [334,] -0.7695999183 -0.301966824 1.2760103
#>  [335,] -0.8882467645  0.197034501 1.2731232
#>  [336,] -0.3118489018  1.524876172 1.2775051
#>  [337,]  0.4208082983 -0.371565094 1.1838135
#>  [338,] -0.2769006994  0.330495110 1.2107973
#>  [339,] -0.2500788700  0.391209962 1.2120656
#>  [340,] -1.1469520189  0.172686284 1.1900195
#>  [341,] -1.5529067970 -0.134990034 1.3222789
#>  [342,] -0.2879300200  0.875356766 1.2382593
#>  [343,]  0.0594132346  0.749237155 1.1504955
#>  [344,] -0.1339849901  0.565630243 1.1800290
#>  [345,]  0.4438280346 -0.101528427 1.1730939
#>  [346,] -0.0065117794  1.016528537 1.1605153
#>  [347,]  0.2762703627  0.189530128 1.1296549
#>  [348,] -0.8907223790  1.402347205 1.2040474
#>  [349,] -1.5676094569  0.404803613 1.3139141
#>  [350,] -0.1186845694 -0.100305212 1.2537661
#>  [351,] -0.3021701133  0.472152306 1.2372959
#>  [352,] -0.7482650825 -0.013742102 1.2976236
#>  [353,]  0.6872574873  0.243144740 1.1600218
#>  [354,]  0.2006958142  0.575975636 1.1305902
#>  [355,] -0.8769171332 -0.118331896 1.2358367
#>  [356,] -0.0302914286 -0.710232449 1.1068162
#>  [357,] -0.7080277533 -0.357088118 1.2469024
#>  [358,] -0.9483782096 -0.330225040 1.2432608
#>  [359,] -0.8691880884  0.449136450 1.2413728
#>  [360,] -0.6150689239  1.521791629 1.2346293
#>  [361,] -0.0560373725  0.752242311 1.1101226
#>  [362,]  0.2329287351  1.137949962 1.1934739
#>  [363,]  0.1509028369 -1.133831592 1.2057583
#>  [364,] -0.3320441220 -0.559899911 1.2974710
#>  [365,] -0.3428098067  1.595540211 1.1772942
#>  [366,] -0.0910471138  0.296086062 1.2304723
#>  [367,] -0.5497937250  1.398756897 1.1516912
#>  [368,] -0.5784933992 -0.012362231 1.2344158
#>  [369,] -0.0701950335 -0.829504270 1.3348846
#>  [370,] -0.5369152249 -0.384096395 1.3116304
#>  [371,] -0.6622102340  1.278301905 1.1243713
#>  [372,]  0.1349479435  0.808828284 1.1940811
#>  [373,] -0.4395911922  1.162301201 1.1852414
#>  [374,] -0.5122790154 -0.434987515 1.2710143
#>  [375,] -0.1319194820 -0.823770896 1.2244598
#>  [376,] -0.4189603374  0.073255081 1.1710290
#>  [377,] -1.3974747282  0.357390519 1.2084954
#>  [378,]  0.0044824844 -0.684550629 1.1791596
#>  [379,]  0.1104734285  0.074178695 1.1757895
#>  [380,]  0.1329585140  0.527952700 1.1494215
#>  [381,] -0.2720409675 -1.100652313 1.2663481
#>  [382,] -0.6779016589  0.555682538 1.2517850
#>  [383,] -0.9198377881 -0.444014961 1.2607210
#>  [384,] -0.0870276889 -0.015690526 1.2654281
#>  [385,] -0.5139185035  0.034692104 1.2192516
#>  [386,]  0.1897527482  1.271040124 1.2035150
#>  [387,]  0.4341354693  0.540196252 1.1420958
#>  [388,] -0.3816190634  1.070323665 1.2219225
#>  [389,] -0.4398061761  0.230635173 1.1577270
#>  [390,] -0.2984735116  0.500548526 1.1168009
#>  [391,] -0.5229966080 -0.900175740 1.2624618
#>  [392,] -0.4551999408  2.101499278 1.2103556
#>  [393,] -0.4038860021 -0.431759691 1.3082471
#>  [394,]  1.0321372372 -0.725535959 1.1823148
#>  [395,]  0.6077682296  0.952475273 1.1644951
#>  [396,]  0.8649095821  0.234627363 1.1156733
#>  [397,] -0.7112971318  0.259410331 1.1858736
#>  [398,] -0.5178404766 -0.078114600 1.2500780
#>  [399,] -0.6879748468 -0.084886386 1.2481052
#>  [400,] -0.9045432247  0.186318919 1.1871037
#>  [401,] -0.1144083376  1.096866883 1.2170121
#>  [402,]  0.8227985268 -0.235009178 1.0345389
#>  [403,] -0.7637834030  0.095002887 1.2304056
#>  [404,]  0.1633118468 -1.022343788 1.3005581
#>  [405,] -0.5038856916  0.212769480 1.2320173
#>  [406,]  1.6305388263  0.835671163 1.1299872
#>  [407,]  1.0656060760 -0.885325246 1.1542296
#>  [408,] -0.3181001297  1.969375268 1.0969215
#>  [409,]  0.7533173594 -0.335483715 1.1486873
#>  [410,] -0.2659909355  0.454029150 1.2538698
#>  [411,] -0.0125430083  0.228946617 1.1859989
#>  [412,] -0.7278651669  0.008771748 1.1528613
#>  [413,] -0.7451426350  1.108343356 1.2684686
#>  [414,] -0.2795314514  0.758845233 1.1523470
#>  [415,] -0.5032799113  0.121549230 1.1306727
#>  [416,]  0.6427860545 -0.072945205 1.1639376
#>  [417,]  0.1996453050 -0.621377808 1.2061244
#>  [418,] -0.9351312188  0.695399962 1.2206214
#>  [419,] -0.5019909677 -0.427207749 1.2694331
#>  [420,] -0.1436477722  0.182595674 1.2600857
#>  [421,]  0.6466357859 -0.111833218 1.2237319
#>  [422,] -0.2950628188 -0.241436747 1.2052073
#>  [423,] -0.2117868216 -0.811414899 1.2622944
#>  [424,] -0.3401082947 -0.333942749 1.1674196
#>  [425,] -0.8489630048 -0.677535680 1.2924475
#>  [426,]  0.3237302945  0.317668209 1.1976137
#>  [427,]  1.2574332443  0.847760414 1.1422066
#>  [428,] -1.2823113208 -0.435219986 1.2941070
#>  [429,]  0.4259846039 -0.625957006 1.1602342
#>  [430,] -0.4578997177 -0.770058363 1.2078853
#>  [431,] -1.0573057944  0.428032638 1.3052197
#>  [432,] -1.1415618486  0.740089912 1.2478009
#>  [433,] -0.4966594006 -0.653673226 1.3054609
#>  [434,] -0.6841447078 -0.019644918 1.2813959
#>  [435,] -0.3229087720  0.206777235 1.1832355
#>  [436,] -0.2025767965  0.907944127 1.2275499
#>  [437,] -1.2467982180  0.160993859 1.2942252
#>  [438,] -2.1218535963 -1.001872281 1.4016383
#>  [439,]  0.2305363827  0.606734678 1.1866352
#>  [440,]  0.2093854911 -0.441612084 1.1542037
#>  [441,]  0.1661166519  0.546928571 1.2054731
#>  [442,]  1.6221424520 -0.915605353 1.1552939
#>  [443,] -0.5310562534  0.482622812 1.1911285
#>  [444,]  0.1539836693 -0.649521486 1.2179246
#>  [445,] -0.3326045330  0.455166543 1.2029883
#>  [446,]  0.2139132451  0.746797861 1.1525465
#>  [447,] -0.9895889749  0.631859931 1.1325524
#>  [448,] -2.0926617529  1.684738595 1.3358295
#>  [449,] -0.8523043716  1.171398639 1.2844982
#>  [450,] -0.1747845854  0.587386408 1.2018752
#>  [451,] -0.7476000254  0.867106923 1.1761147
#>  [452,] -0.4884693986  0.208595469 1.1659174
#>  [453,]  0.3843010149  1.049054401 1.1968982
#>  [454,] -0.2836217462  0.181532672 1.1884095
#>  [455,] -1.2250251875 -0.256944870 1.3784468
#>  [456,] -0.4476571972 -0.072037539 1.2273034
#>  [457,] -1.3050704148  0.123385884 1.3194241
#>  [458,] -0.1982495947 -0.509813921 1.1936012
#>  [459,] -0.5316321235 -0.428388725 1.3089947
#>  [460,] -0.8490329850  0.674738209 1.2581882
#>  [461,]  1.2937614095  1.153096197 1.0979156
#>  [462,]  0.2625375726  0.280260726 1.0984891
#>  [463,]  0.7321431720  0.271703681 1.1423330
#>  [464,] -1.1331476795  0.803057711 1.2494056
#>  [465,] -0.5361552814 -0.103792949 1.1786971
#>  [466,] -0.0346075930  0.236226333 1.2594276
#>  [467,] -0.6112752559  0.133116052 1.2136336
#>  [468,] -0.5584544646 -0.365491651 1.2100219
#>  [469,] -1.2624204621  0.029052082 1.3315486
#>  [470,]  0.8707073587 -0.465382523 1.1767445
#>  [471,] -0.7792588713 -0.212977781 1.2242917
#>  [472,] -0.7027412220  0.468516148 1.2911331
#>  [473,] -0.4474194346  0.648989703 1.1588588
#>  [474,]  0.3078487222  0.286150356 1.1619791
#>  [475,]  0.2959263862 -0.914709821 1.2327345
#>  [476,] -0.5142429263  0.019737404 1.2218940
#>  [477,]  0.3987311059 -0.270730887 1.2551107
#>  [478,] -0.6683222139  0.187782395 1.1880027
#>  [479,] -0.5843750853  0.641955954 1.2013146
#>  [480,]  0.1561705061 -0.209546850 1.2796453
#>  [481,]  0.5682687476 -0.692263439 1.1530117
#>  [482,] -0.4451221495 -1.132584718 1.2100779
#>  [483,] -0.3982822415  1.146587738 1.1841339
#>  [484,] -0.4368121090 -0.520717733 1.2938322
#>  [485,] -0.2531008329 -0.023742738 1.3190533
#>  [486,] -0.2340684480 -0.284843623 1.1872960
#>  [487,] -0.1575659283 -0.596130834 1.2230457
#>  [488,] -0.1348590674  0.030507162 1.2969600
#>  [489,]  0.0670051366  0.861202776 1.1654476
#>  [490,] -0.1237899721  0.155140399 1.1371692
#>  [491,] -1.0102746122  0.961444056 1.2727454
#>  [492,] -0.0504722332  1.479880277 1.1293392
#>  [493,] -0.0099769361  1.063182204 1.1950410
#>  [494,]  0.1079977060  0.474557122 1.1706101
#>  [495,] -0.3535921696 -0.167461900 1.1925882
#>  [496,]  0.1838485858  0.273272175 1.1871998
#>  [497,] -1.1245775220 -0.582204020 1.2830929
#>  [498,] -0.0364787771  0.796180356 1.2289061
#>  [499,] -0.4825421109  0.809273783 1.2896787
#>  [500,]  0.0855677559  0.240299875 1.2634964
#>  [501,] -0.3816254820  0.750915132 1.1323823
#>  [502,] -1.5778410188 -0.075927907 1.3023818
#>  [503,] -0.6768763638  0.196447050 1.2403348
#>  [504,] -0.3076401233 -0.557232381 1.2768789
#>  [505,] -0.3146932323  1.863589272 1.1505515
#>  [506,] -1.3637210954  0.566795960 1.2899272
#>  [507,] -0.0985486742  1.908827578 1.2541600
#>  [508,]  0.3437933038  0.843636999 1.1671955
#>  [509,]  0.1216713107  0.361607624 1.2764216
#>  [510,] -1.4058332304 -0.433334178 1.3302182
#>  [511,] -0.1714132593 -0.330600561 1.1999982
#>  [512,] -0.5227064298  0.659224584 1.2289590
#>  [513,] -0.0390771275 -0.052883649 1.2430219
#>  [514,] -0.5272313180 -0.874184137 1.2915779
#>  [515,] -0.2142121442  0.209888083 1.2349039
#>  [516,] -1.3092291839  0.244163463 1.2777290
#>  [517,] -1.2716394816  0.312826054 1.2110906
#>  [518,] -0.9609024774  0.539980527 1.2877436
#>  [519,]  0.8299007887 -0.175856452 1.1369905
#>  [520,]  0.0083641724  0.306519946 1.2445672
#>  [521,] -0.1908005201  0.776317564 1.1433703
#>  [522,] -0.3884575296 -0.298214979 1.1849579
#>  [523,]  0.2346175878  0.432171391 1.1210479
#>  [524,] -0.6654838145  1.206337872 1.2141050
#>  [525,]  0.0471881956 -0.043422422 1.3148010
#>  [526,] -0.3553057334  0.843270694 1.2648347
#>  [527,] -0.0208819264 -1.009802106 1.2543315
#>  [528,] -0.3782366443 -0.158394382 1.3126713
#>  [529,] -0.2601943382  0.792295149 1.2321345
#>  [530,] -0.3662195105  0.841628944 1.2346632
#>  [531,]  0.2051369786 -0.523664193 1.2175686
#>  [532,] -0.2874978776  0.198961780 1.1605819
#>  [533,] -1.4525799090  0.481447345 1.2322137
#>  [534,]  1.1833006448  0.746986907 1.1165323
#>  [535,]  0.6586456707  0.469105630 1.0521507
#>  [536,]  0.4111209671  0.778854492 1.0867675
#>  [537,]  0.1962385927  0.307099309 1.1835961
#>  [538,] -1.2733537276 -0.143202103 1.3081505
#>  [539,] -1.9888505272  0.733373979 1.3539828
#>  [540,] -0.8017136935  0.846899492 1.3206372
#>  [541,] -0.2501539374 -1.154322837 1.2469914
#>  [542,] -0.6699028632  0.021621808 1.2160638
#>  [543,] -0.7662770941  0.711388376 1.3050729
#>  [544,] -0.3016236024  0.696691147 1.2000636
#>  [545,] -0.0286376445  0.343652833 1.2148150
#>  [546,] -0.3444202566  0.258960535 1.2655611
#>  [547,]  0.6722813221  0.195439817 1.1413832
#>  [548,]  0.6124105844  0.321289792 1.1033147
#>  [549,]  0.0849859384 -0.015314468 1.0882395
#>  [550,]  0.0825522670  0.371106337 1.1779278
#>  [551,]  0.3451028268  1.593040153 1.1126999
#>  [552,] -0.2600327917  0.362092666 1.2471138
#>  [553,]  0.3831877433  0.951902683 1.1800117
#>  [554,]  0.5835839992 -0.007419073 1.1108298
#>  [555,] -1.0587213587  0.375250328 1.1945595
#>  [556,]  0.2297804346 -0.667611893 1.2338392
#>  [557,] -0.5042779161  0.685615723 1.2964754
#>  [558,] -0.8465310260  0.281171570 1.2773853
#>  [559,] -1.3671415913  0.523899520 1.3549514
#>  [560,] -0.9313907136 -0.262947153 1.2997308
#>  [561,] -0.3869558108  0.993607514 1.1069524
#>  [562,] -0.6123038943  0.180375716 1.1993169
#>  [563,] -0.0764111507 -0.244221887 1.1525413
#>  [564,] -0.4925556570 -0.651870216 1.3127558
#>  [565,] -1.2065521524  1.165966635 1.2457163
#>  [566,] -0.6548486802  0.228539773 1.2864541
#>  [567,] -0.6420825812  0.135535612 1.2379073
#>  [568,] -0.4838324336  0.252761067 1.2199814
#>  [569,] -0.2950349044  0.365511808 1.2556626
#>  [570,]  0.2056429389  1.042010236 1.1678952
#>  [571,] -0.3324313526  0.326023318 1.1256019
#>  [572,] -0.7101114150  1.170666084 1.1676827
#>  [573,] -0.7492311735  1.438105604 1.1907620
#>  [574,]  0.3874006393  0.389434838 1.1431609
#>  [575,] -0.8139507327  0.984085827 1.2553016
#>  [576,] -0.5378189486  0.022028468 1.2557715
#>  [577,]  0.8930966278  0.328793758 1.1707356
#>  [578,] -0.5057728050 -0.472484004 1.0910545
#>  [579,] -0.6656915173 -0.259360558 1.3005069
#>  [580,] -0.0364539439 -0.301287550 1.3090425
#>  [581,] -0.2004499682  0.566861605 1.2555798
#>  [582,]  1.0064212921 -0.925513306 1.1799872
#>  [583,] -0.1017960618  0.081220570 1.2230038
#>  [584,] -1.6380223133 -0.130739011 1.2939420
#>  [585,]  0.5347242625  1.199844039 1.1636472
#>  [586,]  0.1200811293 -0.242616356 1.2307373
#>  [587,] -0.7272880166  0.042484480 1.2477875
#>  [588,] -1.7935579687 -0.016966151 1.3168506
#>  [589,] -1.4503080767 -0.292131073 1.3706176
#>  [590,]  0.2470984306  1.105004759 1.1814029
#>  [591,]  0.9936454235  0.396395635 1.1208468
#>  [592,] -1.2752526276  0.028246829 1.1661067
#>  [593,] -0.6270819815  0.527952482 1.2088745
#>  [594,] -1.1066912236 -0.323578115 1.2378527
#>  [595,] -0.6443918549 -0.411965944 1.2720392
#>  [596,] -0.6446038720  1.358631451 1.1847175
#>  [597,] -0.4809621128  0.750579440 1.1565079
#>  [598,]  0.0271460176 -0.095384763 1.2758651
#>  [599,]  0.1090681267 -0.141808183 1.1757068
#>  [600,] -0.7203083096  0.685970363 1.1917529
#>  [601,] -0.4768475668 -0.131413563 1.2441859
#>  [602,] -0.5326535795  0.300737540 1.1877258
#>  [603,]  0.4141821682  0.476660893 1.2584452
#>  [604,] -0.3708897218  0.058954723 1.2229237
#>  [605,] -1.4191743538  0.639720187 1.2639037
#>  [606,] -1.7899346719  1.218166250 1.3503471
#>  [607,] -0.7217885179  0.601950843 1.1861239
#>  [608,] -1.4589738666  0.189717014 1.3398280
#>  [609,] -0.7483959698  1.329929143 1.2782576
#>  [610,] -0.3121280859  0.422843644 1.1827608
#>  [611,] -1.4529967803  0.405988089 1.2944659
#>  [612,]  0.2692015223 -0.626816325 1.1788488
#>  [613,] -1.0930358494 -1.910587545 1.2952077
#>  [614,] -1.0460544255 -0.202083168 1.2551778
#>  [615,] -0.6303613204  1.556713129 1.2195271
#>  [616,] -1.0828837522 -0.124631809 1.2280415
#>  [617,] -0.0825770950  0.168316183 1.1765000
#>  [618,] -0.7175254259  1.258771862 1.1646566
#>  [619,]  0.0466606864 -0.492888485 1.1962686
#>  [620,] -1.0350117878  1.141838168 1.1844776
#>  [621,] -0.0387298192  1.232684482 1.1976398
#>  [622,] -0.6117306779  1.346374767 1.2716610
#>  [623,] -0.0398286804  1.482524948 1.0868115
#>  [624,] -0.8045862253  0.054842099 1.1935219
#>  [625,]  0.0028626036  0.580754785 1.1727804
#>  [626,] -0.0596337724  1.936442488 1.1549306
#>  [627,]  0.8365901203 -0.853917728 1.1055839
#>  [628,] -0.7206018937  0.478591586 1.2329932
#>  [629,] -0.8273190576 -0.985252819 1.3148011
#>  [630,]  0.1730193116 -0.736254415 1.3633331
#>  [631,] -0.1100588713  0.276487849 1.1581940
#>  [632,]  0.3251559053 -0.367223282 1.2255446
#>  [633,] -0.3455860978  0.361924685 1.1975091
#>  [634,]  0.6902976684 -0.414189298 1.2359535
#>  [635,]  0.1039806454 -0.129007163 1.2645348
#>  [636,]  0.1114152127  0.750984839 1.1623768
#>  [637,] -0.6971095184  0.290297546 1.1787953
#>  [638,] -0.0760974316  1.038435411 1.1787223
#>  [639,] -1.2671824275  0.019623902 1.1966291
#>  [640,] -0.7805923119  0.381212921 1.1462040
#>  [641,] -0.8257577137 -0.430336976 1.2585403
#>  [642,]  0.1370376091  0.454540437 1.2270372
#>  [643,] -0.1938908209 -0.566786525 1.2639698
#>  [644,] -0.4038529179  0.530385923 1.2022397
#>  [645,]  0.0242567753 -0.465471677 1.1628206
#>  [646,] -0.3468839343  1.175177875 1.1966981
#>  [647,] -0.6232564820 -0.861579524 1.2511947
#>  [648,] -0.9675714350  0.739103397 1.3023973
#>  [649,]  0.3683937079 -0.292116374 1.3523956
#>  [650,]  0.6307406005 -0.354972697 1.2163555
#>  [651,]  0.0749848355 -0.383623970 1.2281605
#>  [652,] -0.2694972873  0.472504024 1.2260937
#>  [653,] -1.3909336537  0.181688727 1.3014167
#>  [654,] -0.7771677571  0.272849241 1.3405258
#>  [655,] -0.0016705145 -0.103981110 1.1321167
#>  [656,] -0.3039360302  0.732168701 1.2862201
#>  [657,] -0.7001213196  1.401050503 1.1666061
#>  [658,] -0.3880090817  1.002157196 1.2157712
#>  [659,] -0.7416927258  0.557529446 1.1919017
#>  [660,] -0.8243786889 -0.678953773 1.2675658
#>  [661,]  0.1660771165  0.235373934 1.2611805
#>  [662,]  0.3696115681  0.768828545 1.2011921
#>  [663,]  0.1697889899  0.756299696 1.1767843
#>  [664,] -0.8983868613  0.783332299 1.2488116
#>  [665,]  0.0924490974  0.790227046 1.2091337
#>  [666,] -0.4041500808 -0.053567388 1.1265667
#>  [667,]  0.4754702146  0.253808229 1.1046636
#>  [668,] -0.5123117290  0.919986213 1.1512731
#>  [669,] -0.3627175631  0.766951229 1.1988977
#>  [670,] -0.1757517610  0.072591598 1.2092889
#>  [671,] -0.9225979514  1.281415219 1.2472243
#>  [672,] -1.1443076459  0.295054786 1.3436417
#>  [673,] -0.2925780454 -0.751767872 1.2365728
#>  [674,] -0.1258046626 -0.182805439 1.2441106
#>  [675,] -0.0534221880  0.618793034 1.2012226
#>  [676,]  0.3096116168 -1.584465836 1.2538950
#>  [677,]  0.1145234759  0.498752415 1.1002539
#>  [678,] -0.7633922194  0.249342824 1.1957750
#>  [679,] -1.3698181188  1.259530715 1.3030591
#>  [680,] -0.1141616416  0.750450439 1.1617854
#>  [681,]  0.3952128986  0.178200872 1.1228337
#>  [682,] -1.3071615506  0.639445210 1.3395875
#>  [683,] -0.9092358264 -0.345000597 1.2614824
#>  [684,] -0.1688278991 -0.315004044 1.3666463
#>  [685,]  0.4927671919 -0.876794102 1.2854674
#>  [686,] -0.5388633416  0.116568989 1.2232529
#>  [687,] -0.0776366737  0.718554988 1.2715425
#>  [688,] -0.3371699775  0.049567546 1.2642630
#>  [689,] -1.1495388204  0.710213489 1.1745631
#>  [690,] -0.2258260827  0.554737956 1.2410276
#>  [691,]  0.3131673040  0.579341981 1.1258635
#>  [692,]  1.4977888840  0.867972013 1.1104596
#>  [693,] -0.5551755851  0.655609926 1.1432187
#>  [694,] -1.0369351701  0.318831780 1.2095336
#>  [695,]  0.1048730278  0.996359166 1.1415307
#>  [696,] -0.0078442289 -0.039805941 1.1745926
#>  [697,] -0.0797964164  0.016913677 1.1345320
#>  [698,] -0.7205776613 -0.938225159 1.2109750
#>  [699,] -1.2822064879 -0.609742924 1.3239615
#>  [700,] -0.8332574586  0.803966468 1.2091067
#>  [701,]  0.1467222696 -0.598166660 1.3018900
#>  [702,]  0.0623447566  0.287481020 1.1837913
#>  [703,]  0.7518480102 -0.543839157 1.1113939
#>  [704,] -0.6602633998  0.729729015 1.3125372
#>  [705,] -0.5025062497  0.286673482 1.3090942
#>  [706,]  0.3035073061  0.307608196 1.2018839
#>  [707,]  0.1864549349  0.167016285 1.1357543
#>  [708,] -0.2719887706 -0.498887140 1.2765565
#>  [709,] -0.8057490542  0.548745497 1.3029546
#>  [710,] -0.9827769208  0.159881586 1.2879503
#>  [711,] -0.2964092345 -0.343136044 1.3363924
#>  [712,] -0.2097698155  0.478008622 1.1934478
#>  [713,] -0.6168901428 -0.152043996 1.2896873
#>  [714,] -1.0435689645  0.452768526 1.2713544
#>  [715,] -0.8303450602  0.457481092 1.1884601
#>  [716,] -0.8032310165  0.081188814 1.2545467
#>  [717,]  0.3423410452  0.705200897 1.1113215
#>  [718,] -0.2395681018 -0.451773648 1.2900764
#>  [719,]  0.1138393282  0.196596629 1.2085256
#>  [720,] -0.2660166954  0.576380390 1.2124839
#>  [721,]  0.0877535386  0.104776752 1.2527596
#>  [722,] -0.4727419011  0.306477245 1.1917244
#>  [723,] -0.0148470631  0.350357637 1.1403649
#>  [724,] -0.6597849379  0.711888233 1.2424510
#>  [725,] -0.2140410020 -0.773104237 1.2118050
#>  [726,] -0.3237012115  0.043059120 1.2062832
#>  [727,]  1.0693843893 -0.029221239 1.1979188
#>  [728,]  0.7920835204 -0.036612738 1.1709567
#>  [729,]  0.0910717697 -0.870351639 1.2988219
#>  [730,]  0.3118375023  1.171194315 1.2071839
#>  [731,]  0.9319928232 -1.182871065 1.2308893
#>  [732,]  0.0575720650 -0.661432589 1.2592160
#>  [733,] -0.1578031515  1.363752432 1.1449622
#>  [734,] -0.3167674760  0.927707337 1.1808530
#>  [735,] -1.3476373096 -0.299638218 1.2968875
#>  [736,]  0.0821972425 -0.126996266 1.2965380
#>  [737,]  1.2048986640  0.304545251 1.1477373
#>  [738,]  0.3851238642 -0.177070793 1.1639232
#>  [739,] -1.8826284472  1.292627910 1.2455164
#>  [740,] -0.9823585714 -0.453969851 1.3252180
#>  [741,] -0.5742768598  0.622637492 1.1986084
#>  [742,] -1.2604094270  0.451387744 1.2798982
#>  [743,]  0.2615754324  0.113489205 1.1653299
#>  [744,] -0.1787105579 -0.420144037 1.1788568
#>  [745,] -0.2825539005  0.758572857 1.1285376
#>  [746,]  0.7912158544  1.216783617 1.1882708
#>  [747,]  0.6150207299  0.223778445 1.1218895
#>  [748,] -0.3427765410  0.174969844 1.1865081
#>  [749,] -1.0590344618  0.544020467 1.2700574
#>  [750,] -0.5203550595  0.589253585 1.2996796
#>  [751,] -0.5059813408 -1.391428275 1.2691533
#>  [752,]  0.7707796862  1.550164950 1.2287863
#>  [753,] -0.1210657164 -0.764394336 1.3043626
#>  [754,] -0.3123146752  1.107329934 1.0606754
#>  [755,]  0.1791547226  0.230059658 1.2057385
#>  [756,]  0.6824786418 -0.757443784 1.1376626
#>  [757,]  0.0511419228 -0.028031622 1.2061298
#>  [758,] -0.6824538249 -0.146477928 1.1972484
#>  [759,] -0.3796309053  0.429956585 1.2980100
#>  [760,]  0.5046370440  1.776006422 1.0598945
#>  [761,]  0.0277374763  1.192150702 1.1417175
#>  [762,]  0.3045631313  0.253239829 1.1854358
#>  [763,] -0.5241625047  1.450125594 1.0528501
#>  [764,] -0.1461736067  0.306641858 1.2020542
#>  [765,] -0.6876232337  0.803819247 1.2883279
#>  [766,]  0.1999731934  0.079978942 1.2442703
#>  [767,] -0.0603223274  0.668880361 1.1958066
#>  [768,] -0.5824137519  0.717606862 1.1625652
#>  [769,] -1.3186198749  0.051253305 1.2836279
#>  [770,] -0.5162576157  0.835197382 1.2051088
#>  [771,] -1.0846046710  0.541424144 1.2394269
#>  [772,] -0.2165849346  0.457259959 1.2090420
#>  [773,]  0.5075074574  1.165425134 1.0521560
#>  [774,] -0.4080165471  0.304070619 1.2363455
#>  [775,]  0.3705066043 -0.851569110 1.2488854
#>  [776,] -1.0999412943  0.877163275 1.2725930
#>  [777,]  0.1972346307  0.485898654 1.2642916
#>  [778,] -0.6093242884  1.467023109 1.1926106
#>  [779,] -0.0043005186 -0.468996829 1.2290992
#>  [780,]  1.6002829745  0.361534883 1.1159843
#>  [781,] -0.6427897809  0.503651919 1.2567914
#>  [782,] -1.1242919779  0.923935561 1.2680714
#>  [783,] -0.9008528438  0.864338518 1.2554475
#>  [784,] -0.6385058001 -0.654953612 1.3976652
#>  [785,]  0.0892076269  0.656999246 1.2154899
#>  [786,] -0.0647182235  0.230772705 1.1895010
#>  [787,]  0.4901409816  0.333940322 1.1664949
#>  [788,]  0.1769976683  1.223219784 1.1979985
#>  [789,] -0.5453863609 -0.515603073 1.3057385
#>  [790,] -2.3137777927  0.753328907 1.2746039
#>  [791,] -0.8213862252 -0.732522527 1.2989653
#>  [792,] -1.4408235004 -0.144409439 1.3156797
#>  [793,] -0.8368362998 -0.196979555 1.2386317
#>  [794,] -0.1376991314 -0.571237226 1.2064793
#>  [795,] -0.2679467274  0.302543068 1.2079137
#>  [796,]  0.5357539718 -0.050529441 1.2378056
#>  [797,] -0.4667959780 -0.719540152 1.3056376
#>  [798,]  0.1436777554  0.524720869 1.1368865
#>  [799,] -0.5513906576 -0.360989815 1.2669943
#>  [800,] -0.2604113171 -0.393914588 1.2208559
#>  [801,] -0.5211820279  0.555532542 1.1715680
#>  [802,]  0.1121445234 -0.324720335 1.2157882
#>  [803,]  0.5860289459 -1.083203896 1.2173177
#>  [804,]  0.0583776662 -0.706354083 1.3191656
#>  [805,] -1.1055064735  0.302701665 1.2723512
#>  [806,] -0.1146263749  0.401856345 1.3172076
#>  [807,]  0.5707563912  0.578198448 1.1493255
#>  [808,]  0.2703090066  1.515648195 0.9995014
#>  [809,]  0.3734058092 -0.289055149 1.1400125
#>  [810,]  0.1563068517  0.679146566 1.1777922
#>  [811,] -0.6122628059  0.961990089 1.2153739
#>  [812,] -0.3804967003  0.076426902 1.3347187
#>  [813,] -0.7554928515 -0.188329145 1.1467521
#>  [814,] -1.6194537579 -0.041569819 1.3565497
#>  [815,] -0.7801794040  0.150721158 1.2666182
#>  [816,] -0.1357536858 -0.110677200 1.2406334
#>  [817,] -0.0439256002  0.084913549 1.2348747
#>  [818,] -0.3509958465  0.369201505 1.2585658
#>  [819,] -1.7547595423  1.116835571 1.2627537
#>  [820,] -0.1422951699  0.725019419 1.2313972
#>  [821,] -0.2685224889 -0.084201282 1.2276975
#>  [822,]  0.0424982477  0.327621790 1.1494643
#>  [823,] -1.1274317132  0.659711196 1.2438307
#>  [824,] -0.9714700211 -0.621662642 1.2940582
#>  [825,] -0.5167042408  0.083725595 1.2606461
#>  [826,] -0.0831516636 -0.394120055 1.2527667
#>  [827,]  0.8440860914 -0.193847525 1.2224567
#>  [828,] -0.1652041778  0.233480849 1.1589266
#>  [829,]  0.4985315696  0.993210284 1.1119692
#>  [830,]  0.2139693561 -0.078206697 1.1143625
#>  [831,] -0.4170816046 -0.514373109 1.2303029
#>  [832,] -0.2754366799  0.029984213 1.2038699
#>  [833,] -1.4165213083  0.968898205 1.3029010
#>  [834,] -0.6907881836  0.561964029 1.3307564
#>  [835,]  0.0121847360 -0.466764851 1.1880406
#>  [836,] -0.8738404405 -0.486147638 1.2639093
#>  [837,] -0.6168219245  1.580499662 1.2330828
#>  [838,]  0.3010294566  1.181257788 1.2023827
#>  [839,]  0.4993665744  0.545147369 1.0446176
#>  [840,]  0.2243738872  0.138510164 1.1972749
#>  [841,] -0.6479526026  0.119977780 1.2081318
#>  [842,]  0.3201487800  0.699059746 1.1663100
#>  [843,]  1.8760586282  0.069550706 1.0547144
#>  [844,]  0.7821884700  0.106973005 1.1841874
#>  [845,] -0.0655082978 -0.152938692 1.1454509
#>  [846,]  0.2161056906 -0.014160621 1.1889745
#>  [847,] -0.3290470556  1.498061454 1.1563247
#>  [848,] -0.8386096373  0.261983804 1.1714151
#>  [849,] -0.3628675170 -0.889299851 1.2629511
#>  [850,]  0.8069953662 -0.281241653 1.1740374
#>  [851,] -0.2681649353  0.266698387 1.1894883
#>  [852,]  0.3302806343  0.157167553 1.2119145
#>  [853,] -0.9251053466 -0.572571338 1.2936454
#>  [854,]  0.1963788470 -1.304277883 1.2602063
#>  [855,]  0.2034116778  0.190425182 1.1636507
#>  [856,] -1.1018848649  0.557185083 1.2526930
#>  [857,] -0.2704782022 -0.164675314 1.2098877
#>  [858,] -1.4796689106  0.876170954 1.2792564
#>  [859,] -0.0409271462 -0.524824197 1.2187749
#>  [860,] -0.0922832601 -0.329665695 1.2955928
#>  [861,] -0.6854012328  0.446015379 1.2291162
#>  [862,] -0.1780362757  0.542904419 1.2497495
#>  [863,]  0.1043483953  0.968345016 1.2878117
#>  [864,]  0.4264357452 -0.045109971 1.1967399
#>  [865,]  0.2729346647 -0.106670946 1.2394691
#>  [866,] -0.3704435787  0.007087478 1.2417854
#>  [867,] -0.3116534882  0.084191166 1.2466244
#>  [868,] -0.3999426406  0.838898210 1.1832744
#>  [869,]  1.2910904635  0.018428203 1.1069039
#>  [870,] -0.6064753684  0.391851099 1.2258336
#>  [871,] -1.6668671126  0.899179928 1.2508877
#>  [872,]  0.3091761653  0.751138729 1.1573196
#>  [873,] -0.1460403298  0.164051035 1.2096699
#>  [874,] -0.2792011437 -0.366781358 1.2240419
#>  [875,] -0.1138927402 -0.550352912 1.2314004
#>  [876,] -0.8861608315 -0.315803892 1.3261238
#>  [877,]  0.3224002172  0.620070511 1.1254356
#>  [878,] -0.5914733061  1.513661899 1.1610143
#>  [879,]  0.0024988207  0.296574594 1.1275570
#>  [880,] -0.6718303185 -0.420046073 1.2751632
#>  [881,]  0.7200507308  0.632443364 1.1881146
#>  [882,] -0.0331451099 -0.250321667 1.1834267
#>  [883,] -0.9308872277  0.287909643 1.2068475
#>  [884,]  0.0838918064 -0.301709474 1.2164871
#>  [885,] -0.9125612345  0.177937291 1.2660922
#>  [886,] -0.5703133107  0.906684309 1.1757769
#>  [887,] -0.1547228346  0.179602717 1.2731275
#>  [888,]  0.3707523360  0.346267581 1.0987920
#>  [889,]  0.0632641711  0.628178107 1.1668502
#>  [890,] -0.2310981361  0.283017702 1.3068953
#>  [891,] -0.8975211036  0.107800886 1.2317253
#>  [892,]  0.0289601619  1.273605874 1.2113767
#>  [893,] -0.2305349391 -0.173599192 1.1671367
#>  [894,]  0.2440581876  0.810422679 1.2140206
#>  [895,] -0.0856724743 -0.024419066 1.0329443
#>  [896,] -0.1005455110 -0.217506614 1.2419123
#>  [897,] -1.1232795855  1.501433024 1.2176336
#>  [898,] -0.6335904437  0.919458910 1.2205140
#>  [899,]  0.5146847347 -0.311364603 1.1690414
#>  [900,]  0.0829774747  1.083336128 1.1936649
#>  [901,] -0.1599733948 -0.893139012 1.1882913
#>  [902,] -1.3558721773  0.610525534 1.3218797
#>  [903,] -0.3370694347  0.672727482 1.2226456
#>  [904,]  0.7243771643  0.043323403 1.1653789
#>  [905,] -0.4025120502  0.354051808 1.2208645
#>  [906,]  0.0614423855 -0.921280187 1.3305491
#>  [907,]  0.2743563977 -1.286054553 1.1927299
#>  [908,]  0.3337754528  0.617603855 1.1970595
#>  [909,] -0.1343035748 -0.224324325 1.1866368
#>  [910,] -1.2077210768  0.341539238 1.2182357
#>  [911,] -0.8313313350  1.119751787 1.2337408
#>  [912,] -1.3098502351  0.558172297 1.2215385
#>  [913,] -1.1591643852 -0.353051182 1.3800524
#>  [914,] -0.8671820290  1.394713610 1.2487709
#>  [915,] -1.5428217666 -0.081375224 1.3452182
#>  [916,]  0.0335175555 -0.712425164 1.3267036
#>  [917,] -0.1227548689  0.634646638 1.1847376
#>  [918,] -0.1388215314  0.422724144 1.1843836
#>  [919,] -0.6264605113  0.140768576 1.2154446
#>  [920,] -0.8353629991 -0.363578038 1.2967052
#>  [921,] -0.5219462916 -0.698206249 1.2415970
#>  [922,] -0.0792410817 -0.750044000 1.1822340
#>  [923,] -1.5115650169  0.478047064 1.3061869
#>  [924,] -0.8980958631  0.144617275 1.2923532
#>  [925,] -0.2971325899 -0.372885051 1.3033861
#>  [926,] -0.5252752921  0.554074951 1.1587669
#>  [927,] -0.5919931247  1.399659564 1.1082611
#>  [928,]  0.0922967767  0.712369902 1.1578740
#>  [929,] -0.4748993389  0.302663638 1.1820870
#>  [930,] -1.9789684893  0.537941720 1.2544930
#>  [931,]  0.9914955842  0.446824154 1.1799748
#>  [932,] -0.2403553055  0.472494730 1.1684373
#>  [933,]  0.2111757655  0.332956907 1.2115932
#>  [934,]  0.8542120069  0.493519467 1.1011899
#>  [935,]  0.4887144531  0.436519188 1.1889634
#>  [936,]  0.4474804043  0.849405495 1.1192201
#>  [937,]  0.0103440509  0.091623449 1.2218832
#>  [938,] -0.7102049600 -0.262914764 1.2744756
#>  [939,] -0.1459855349  0.173668537 1.2648162
#>  [940,] -0.4471398921  1.212538877 1.1566903
#>  [941,]  0.6684769995  0.824757586 1.1560965
#>  [942,] -0.7225149679  1.185553947 1.2571743
#>  [943,] -0.2652288310  1.112677149 1.0966718
#>  [944,] -1.4549335162  0.667137325 1.2701233
#>  [945,] -0.5511413581  0.488741069 1.2419433
#>  [946,] -0.1422987608  1.316444487 1.2263169
#>  [947,] -0.1464333353  0.289216876 1.2497065
#>  [948,] -0.3101540777  0.647860333 1.1481266
#>  [949,] -0.2177735947  1.318994385 1.2085410
#>  [950,] -1.0003293647  0.367251209 1.2475059
#>  [951,] -0.7502557499  0.402553637 1.2903195
#>  [952,]  0.1159604705  0.673947974 1.1530083
#>  [953,]  0.2122546131  0.000964026 1.1382225
#>  [954,]  0.6070014309  0.257973850 1.2352389
#>  [955,]  0.3502125754  0.185034902 1.1199192
#>  [956,] -0.5664633505  0.372875873 1.2131918
#>  [957,] -1.1998305288 -0.025618586 1.2681090
#>  [958,] -0.1443763777  1.087474670 1.2409619
#>  [959,] -0.0778961920  0.516991596 1.1307417
#>  [960,] -1.1268123991 -0.073802668 1.2588052
#>  [961,]  0.4488079515  0.046778402 1.1994168
#>  [962,]  0.7864739966 -0.363211783 1.1352613
#>  [963,] -0.6683371219  0.353747009 1.2196818
#>  [964,]  0.0579463443 -0.663512980 1.2058164
#>  [965,]  0.5132704920 -0.982767532 1.1981595
#>  [966,] -0.4114318597  0.495941861 1.2717945
#>  [967,] -0.5122473634  0.200771621 1.1691449
#>  [968,] -0.9842897417  0.170561512 1.2946767
#>  [969,]  0.1260094327  0.058655676 1.2370656
#>  [970,] -0.0187443043  1.248455667 1.1345557
#>  [971,] -0.6704043779  0.312566581 1.2481202
#>  [972,] -0.9877900689 -0.008816334 1.2386833
#>  [973,] -0.8424718471  0.147284411 1.2961377
#>  [974,] -0.5493487035 -0.044625135 1.2934080
#>  [975,] -0.2473225849  0.407008506 1.2304864
#>  [976,] -0.7369963015  1.287258271 1.1714337
#>  [977,]  0.6244928155  0.329455026 1.1336786
#>  [978,] -1.2359735046 -0.433312756 1.3340049
#>  [979,] -1.3239292626  0.849206653 1.2671058
#>  [980,] -1.0810429197 -0.021084512 1.2383712
#>  [981,]  0.4052246001 -0.415247432 1.3210386
#>  [982,]  0.2375999633  0.479146222 1.2009998
#>  [983,]  1.0107899616  0.138128745 1.1096032
#>  [984,]  1.3161367686  0.331762756 1.1918912
#>  [985,]  0.7504848753 -0.343033711 1.1121010
#>  [986,]  0.6663366581  0.572569340 1.1305862
#>  [987,]  0.3568492928  0.346290778 1.1514312
#>  [988,] -0.6179746045 -1.038114935 1.2637104
#>  [989,] -0.6103532702 -0.638678315 1.2227515
#>  [990,] -1.2593735196  0.535598124 1.2982915
#>  [991,] -0.0136769811  0.768853749 1.2004585
#>  [992,] -0.1380913096 -0.825721567 1.3044450
#>  [993,] -0.6408039876  1.031398497 1.2895873
#>  [994,] -0.4963613533  0.553971889 1.2174075
#>  [995,]  0.2793650688  0.079131905 1.2031421
#>  [996,] -1.0582859600 -0.140052290 1.3132446
#>  [997,] -0.0001043678  0.388817789 1.2385902
#>  [998,] -0.0959241529 -0.411410262 1.1365168
#>  [999,] -1.5083397813 -0.220615823 1.3131022
#> [1000,] -0.6663831761  0.813447899 1.2173901
#> [1001,] -0.2278669332  0.396561220 1.2144885
#> [1002,]  0.4257222516 -0.486747871 1.2050800
#> [1003,] -0.4490612201 -0.075998952 1.2529560
#> [1004,] -1.1731712342 -0.026902808 1.2378240
#> [1005,] -0.5730483115  0.177652330 1.2331999
#> [1006,] -0.0657247583 -0.763947954 1.1743951
#> [1007,] -0.0559864994 -0.477752626 1.2411825
#> [1008,] -0.0582863442 -0.473108381 1.2806199
#> [1009,] -1.0786904425  0.617580534 1.2844510
#> [1010,] -0.7763746237  0.577563380 1.3787880
#> [1011,] -0.7254422097  0.355875046 1.3369116
#> [1012,] -0.0553605748  0.054801801 1.1671673
#> [1013,]  0.1036640214  0.018754244 1.1691699
#> [1014,] -1.1952149032 -0.104505363 1.3178839
#> [1015,] -0.8717484729  0.401692136 1.2815451
#> [1016,] -1.0922673667 -0.045358217 1.3904227
#> [1017,]  0.0852588818  0.612171875 1.2186753
#> [1018,] -0.4855893823 -0.254214858 1.1903391
#> [1019,] -1.1499098797  0.465680932 1.2625461
#> [1020,] -0.4883520011 -0.586103108 1.3113107
#> [1021,]  0.7326829935 -0.302624418 1.2175820
#> [1022,]  1.1716082452 -0.135593480 1.1157200
#> [1023,]  1.0096509329  0.154277297 1.1850022
#> [1024,]  0.5176166861  1.251346241 1.1639729
#> [1025,]  0.1789716221  0.170233562 1.1104187
#> [1026,] -1.0851344391 -0.339275770 1.3506913
#> [1027,]  0.6705678284 -0.489560786 1.1775772
#> [1028,] -1.7259519218  0.934084441 1.2285088
#> [1029,]  0.1734326509 -0.018474663 1.1485913
#> [1030,] -0.2120445853 -0.085285422 1.3281336
#> [1031,] -2.0059813092  0.702131395 1.1960880
#> [1032,] -1.1590223738 -1.145037138 1.2844004
#> [1033,] -0.6581602959  1.528791183 1.1700937
#> [1034,]  0.3028747128 -0.171005304 1.2492780
#> [1035,] -0.4556295131 -0.763010687 1.2541141
#> [1036,]  0.2658214875  0.152274049 1.2161620
#> [1037,] -0.3141807845  0.184765956 1.2263608
#> [1038,]  0.3537938656  0.455774351 1.2446189
#> [1039,] -0.5367588221  0.414765464 1.1941631
#> [1040,]  0.4602433455 -0.814608915 1.1471057
#> [1041,]  0.1889414762 -0.009132856 1.2010893
#> [1042,]  0.0088901933 -1.078351041 1.2748913
#> [1043,] -0.4507023250 -0.071065607 1.2142965
#> [1044,] -0.4813804406  0.527132557 1.1889630
#> [1045,] -0.3582502821  1.081404816 1.1769995
#> [1046,] -0.0381193871 -0.576202697 1.2373329
#> [1047,] -1.1778377115  0.215709285 1.3759465
#> [1048,]  0.0235442512 -0.551212585 1.2585109
#> [1049,] -0.4740686281 -0.928208911 1.2743135
#> [1050,] -0.7274668054 -0.133323568 1.3054620
#> [1051,] -0.2168270219 -0.248916190 1.2189013
#> [1052,] -1.1819858216 -0.701056182 1.2785126
#> [1053,]  0.7886774823  0.629849223 1.1676739
#> [1054,]  0.7767924669  0.419443411 1.0974467
#> [1055,] -1.6065000677 -0.122609703 1.2552172
#> [1056,] -1.1450925235  1.428926806 1.2596000
#> [1057,]  0.1879465060  1.386299863 1.2477180
#> [1058,]  0.4089227687 -0.388619066 1.1023257
#> [1059,]  1.0999565854  0.793573407 1.0953703
#> [1060,] -1.2146767886  1.175273918 1.1964340
#> [1061,]  0.2525484133  0.253628013 1.2413695
#> [1062,] -0.6460051876 -0.788810575 1.2582543
#> [1063,] -0.1755303331  1.476729431 1.1840972
#> [1064,]  0.9754792996 -0.130693478 1.1679414
#> [1065,] -1.1734864684  0.469533324 1.2501761
#> [1066,]  1.4435604576  0.236784672 1.0927590
#> [1067,] -0.7435546451  0.587964605 1.1484831
#> [1068,] -0.7351425350  0.411813903 1.2114310
#> [1069,] -1.1008323295  1.344502025 1.2088014
#> [1070,] -0.7298948652 -0.275839454 1.2143235
#> [1071,]  0.0363967264 -0.522743170 1.2664228
#> [1072,] -0.0946864611  0.414406408 1.1370102
#> [1073,]  0.7242703307  0.587240482 1.0723906
#> [1074,] -1.0850598078  1.546479525 1.2183642
#> [1075,] -0.2359148766 -0.531859997 1.2433574
#> [1076,] -1.0891820637  0.365182632 1.3010895
#> [1077,] -0.1436134507  0.547263446 1.2529544
#> [1078,]  1.1899323284 -0.301337417 1.1426820
#> [1079,]  1.4172685286 -0.289910870 1.1568343
#> [1080,] -0.8341392433  0.250223159 1.2458574
#> [1081,] -0.1948115703  0.528319122 1.1047026
#> [1082,] -0.4576200144  0.127855671 1.2242588
#> [1083,]  0.1364909250  0.079762338 1.2105270
#> [1084,] -0.1921832597  0.606441983 1.2531966
#> [1085,]  0.8017760604 -0.150899746 1.2202145
#> [1086,]  0.5252813918  0.157409697 1.1294852
#> [1087,]  0.6220564707  0.071824218 1.2656637
#> [1088,] -0.2382332082  1.389562406 1.0996272
#> [1089,] -0.1095018258 -1.790700228 1.2244665
#> [1090,] -0.6620882209  0.803341253 1.1979487
#> [1091,] -0.0125006965 -0.335489268 1.1653349
#> [1092,] -1.2542193947  0.500814682 1.3143215
#> [1093,] -0.0084130359  0.129150498 1.2117388
#> [1094,] -0.6046286396  1.443128554 1.2618522
#> [1095,] -0.4238986183  0.346030526 1.2520903
#> [1096,] -0.1114115213 -0.781393075 1.1920591
#> [1097,] -0.9360375694 -0.158406536 1.2163293
#> [1098,] -0.4777245303  0.641728731 1.3178432
#> [1099,] -0.4992818870 -0.195652574 1.2568000
#> [1100,] -0.9781281262  0.571417388 1.2947382
#> [1101,] -0.4249658984  0.840748901 1.3164539
#> [1102,]  0.2693542946  0.348238073 1.1362890
#> [1103,] -0.3270406237 -0.452073031 1.2675856
#> [1104,]  0.2371902634 -0.085147864 1.2195557
#> [1105,] -0.7710612659  0.417005345 1.1940625
#> [1106,] -0.9945576465  0.283246414 1.2067592
#> [1107,] -0.9122793808  0.487465233 1.2445860
#> [1108,] -0.3750566699  0.858867799 1.1570120
#> [1109,] -2.2169446087 -0.314819502 1.3143810
#> [1110,] -0.1921719780  0.869600394 1.1508744
#> [1111,] -0.7614603590  0.859889159 1.3184034
#> [1112,]  0.4106374685  0.522629301 1.0807758
#> [1113,] -1.0889791392  0.757085983 1.2010070
#> [1114,] -0.8966576614  0.361223742 1.2421145
#> [1115,] -1.0551857087  0.532859259 1.2332181
#> [1116,] -1.6474164745 -0.353940942 1.3444810
#> [1117,] -0.7853559500  0.533504460 1.2781665
#> [1118,] -0.7869757922 -0.434851227 1.2862531
#> [1119,] -1.2497383491  1.410610104 1.2673981
#> [1120,]  0.1781666339  1.007879234 1.1385088
#> [1121,]  0.2052510041  0.744409234 1.0704021
#> [1122,] -0.8790163874 -0.212432769 1.1865384
#> [1123,] -0.1812637564 -0.644889702 1.1729463
#> [1124,] -0.7890878391 -1.105727014 1.2003062
#> [1125,] -0.3779496110  0.450552683 1.2454028
#> [1126,] -0.4737205490 -0.616629519 1.2560174
#> [1127,] -1.8997989377  0.892103722 1.3216353
#> [1128,] -0.2965554183  0.644992966 1.2858377
#> [1129,] -0.7105466984  0.002810501 1.1809442
#> [1130,]  0.1855215396 -0.140200943 1.1589289
#> [1131,] -0.2988942704  0.533819407 1.2316753
#> [1132,] -0.7453103922 -0.551240114 1.2411481
#> [1133,] -0.8485207744  0.335785213 1.1753784
#> [1134,] -0.8613280438 -0.052904921 1.2855384
#> [1135,] -0.2141478878  0.746519555 1.1811729
#> [1136,]  0.1497723963  0.503735430 1.1618624
#> [1137,]  0.1482437304  0.707612506 1.1271029
#> [1138,]  0.3725903262  1.840136808 1.1401477
#> [1139,] -0.8944698692 -0.686256096 1.2728532
#> [1140,] -0.3431332612  0.478223850 1.2965338
#> [1141,] -0.8418033546 -0.008796676 1.2508596
#> [1142,] -0.3740155958  0.600484137 1.1954565
#> [1143,] -0.2918509270  1.477471115 1.1115175
#> [1144,] -0.1136690673  0.229306380 1.2144600
#> [1145,]  0.0113183415 -0.404651921 1.1909574
#> [1146,] -1.1858348470  0.778938779 1.1451167
#> [1147,] -0.4133708127 -0.375627480 1.2220455
#> [1148,] -0.8112130361 -0.326823873 1.2751160
#> [1149,] -1.1593872512  0.447197160 1.2423813
#> [1150,] -1.4229572384 -0.563155036 1.3399402
#> [1151,] -1.6315517902  0.384254203 1.4192673
#> [1152,] -0.2392980601  0.951144203 1.2425094
#> [1153,] -1.3498965913  0.025030579 1.2616930
#> [1154,] -0.4626033011  1.021544905 1.2837790
#> [1155,] -0.0213452412 -0.089397091 1.1917638
#> [1156,] -0.7504347445  0.038793413 1.1934484
#> [1157,] -0.8345172008  1.288233335 1.2545238
#> [1158,] -0.6312872348 -0.801975727 1.2750122
#> [1159,]  1.0996916498 -0.548275511 1.1500556
#> [1160,] -0.0457602664  1.288052843 1.1530474
#> [1161,]  0.2391566691 -0.129662069 1.1186620
#> [1162,] -0.7219040844  0.483556736 1.2411198
#> [1163,] -0.2176210870 -0.105580604 1.2800436
#> [1164,]  0.2140100231  1.014432320 1.2085185
#> [1165,] -0.5840352343 -0.133408792 1.2980274
#> [1166,]  0.0228383394 -0.397553064 1.1466823
#> [1167,] -1.0495728063 -0.391461349 1.2741061
#> [1168,] -0.5603091870  0.463774190 1.2808697
#> [1169,] -0.3132630711  0.030585501 1.2709586
#> [1170,] -0.0347695113  1.226737921 1.2035475
#> [1171,]  0.0007525016  0.755348059 1.2003995
#> [1172,]  0.3370500928 -0.614909244 1.1494969
#> [1173,] -0.4735854620  0.212353447 1.2673412
#> [1174,] -0.5056485762  0.475941802 1.2439699
#> [1175,] -0.7945331050  0.204378613 1.2597465
#> [1176,] -0.4442559097 -0.119159147 1.2768036
#> [1177,]  0.1082887758  0.699042579 1.1404356
#> [1178,] -1.0742099556 -0.011559873 1.1952240
#> [1179,] -1.4399416174  0.039557383 1.3253259
#> [1180,] -1.0063513678  0.663942687 1.2794909
#> [1181,] -1.0849289336 -0.738815494 1.1938141
#> [1182,] -1.4974631652  0.016739216 1.3227553
#> [1183,] -1.1622193094  0.927627365 1.2841942
#> [1184,] -0.2196792600  0.946596565 1.2668088
#> [1185,]  0.0228458292 -0.261885751 1.2265307
#> [1186,]  0.0626621328  0.565706703 1.0869155
#> [1187,]  0.1891453738  0.084371375 1.2165465
#> [1188,] -0.5038252565  0.676844328 1.2357454
#> [1189,] -0.1190752183  0.304194801 1.2011517
#> [1190,] -0.1949323841  0.455617642 1.1949629
#> [1191,]  0.1421017824 -0.029686964 1.2805840
#> [1192,]  0.4686660127  0.185819990 1.2274516
#> [1193,]  0.8089807637  0.609668007 1.2099045
#> [1194,] -0.7295175501  0.640481494 1.2083726
#> [1195,] -1.0668096771  0.475839205 1.2260875
#> [1196,]  0.4610314539  0.225040871 1.1389663
#> [1197,] -0.4395107298  0.350754664 1.2496445
#> [1198,] -0.0572621714  1.312288929 1.1469084
#> [1199,] -0.1274235769 -0.171136611 1.2629985
#> [1200,] -0.6177250100  0.837592059 1.2982759
#> [1201,] -1.7540785803  0.090008892 1.2837252
#> [1202,] -1.1952045382 -0.242730870 1.3197130
#> [1203,] -0.0177790242  0.616336989 1.2229469
#> [1204,] -0.0695152100  0.278032847 1.1390424
#> [1205,] -1.4675440558  0.318183099 1.3058681
#> [1206,] -1.3671816132 -0.589329016 1.3822016
#> [1207,]  0.0805956098  0.364471033 1.1378442
#> [1208,] -0.6569692548 -0.042571092 1.2205361
#> [1209,]  0.6159636883  0.237550740 1.2284909
#> [1210,] -0.7959753373 -0.023665107 1.2794744
#> [1211,] -0.4411970926  0.074799061 1.2376160
#> [1212,] -0.2185617475  0.729030783 1.1795922
#> [1213,] -0.7216057172  0.750027825 1.2880550
#> [1214,]  0.0090687613  0.402303398 1.2095094
#> [1215,] -0.5408888363  0.381552251 1.2021276
#> [1216,]  1.0306686045 -0.528142173 1.1364815
#> [1217,] -1.0137872749 -0.851260115 1.2510074
#> [1218,] -0.9490068365  0.075084028 1.2468631
#> [1219,] -0.7121042973  0.337948997 1.2094609
#> [1220,] -0.1623098845  0.126145880 1.2228930
#> [1221,] -0.0204951078 -0.482092926 1.2684002
#> [1222,]  0.1151042526  0.799178860 1.1184093
#> [1223,] -0.4464647631 -0.811263950 1.2022008
#> [1224,]  0.2960105834  0.858346821 1.1913813
#> [1225,]  0.2501504805  0.468145200 1.1479905
#> [1226,] -0.6690419046 -0.714132693 1.3016911
#> [1227,]  0.1429067635  0.269271075 1.2281959
#> [1228,] -0.0318219410 -0.790461747 1.1947863
#> [1229,] -0.7726097788  0.535830566 1.1623717
#> [1230,] -0.6108942631 -0.878020545 1.2461225
#> [1231,] -1.3843994124  0.593463559 1.3558563
#> [1232,] -1.1365094268  2.340938216 1.2038438
#> [1233,]  0.5182656489 -0.116246640 1.1799616
#> [1234,] -1.0519754813 -0.528107129 1.3306364
#> [1235,]  1.1479966311 -0.545543733 1.1859627
#> [1236,] -0.7348661444 -0.982017582 1.2647107
#> [1237,] -1.2743415019 -0.396933769 1.3208959
#> [1238,] -0.0571269489  1.791200608 1.1649817
#> [1239,]  0.0818209261  0.726433074 1.1025340
#> [1240,] -1.5446981801  0.487555580 1.3038130
#> [1241,] -0.9607423320  1.031530477 1.1436544
#> [1242,] -1.1973344098 -0.341636940 1.3079676
#> [1243,]  0.3197799293  0.580554955 1.2508601
#> [1244,]  0.7761586520 -0.601157291 1.1492921
#> [1245,] -0.0915032535 -0.086559248 1.1991221
#> [1246,]  0.4253176762 -0.401806118 1.1874687
#> [1247,] -0.5368514762 -0.578882362 1.3092892
#> [1248,] -1.2580521985 -0.097503868 1.2557492
#> [1249,] -1.8907984594  0.595377492 1.2753791
#> [1250,] -0.1089340146 -0.202405568 1.1299935
#> [1251,]  0.2657780587  0.988654529 1.1674244
#> [1252,] -0.1765986219  0.392442819 1.2765931
#> [1253,] -0.5019159451  0.831245493 1.2236528
#> [1254,]  0.3099211341  0.308595359 1.0986917
#> [1255,] -0.7991485146  1.583674307 1.3131846
#> [1256,]  1.4347832975  0.686093010 0.9952209
#> [1257,]  0.2294247627 -0.340709933 1.1859075
#> [1258,] -0.6238833173 -0.685417869 1.2750918
#> [1259,] -0.3635060918  0.784688636 1.2229829
#> [1260,]  0.3964437520 -0.296206970 1.2666515
#> [1261,]  0.6911781046  0.319757366 1.1393891
#> [1262,]  0.6337719402 -0.644886367 1.1620920
#> [1263,] -0.3684445567  0.818832518 1.2692493
#> [1264,]  0.3453487970  0.406735794 1.1848949
#> [1265,] -0.5664782044  1.005286572 1.2065154
#> [1266,] -0.2299958540 -0.636106207 1.3162623
#> [1267,] -0.6592962914  0.424257188 1.2197945
#> [1268,] -0.7304093251  1.264309979 1.2402838
#> [1269,] -0.1592504359  0.168739085 1.2489703
#> [1270,]  0.4069818328 -0.123461261 1.1942880
#> [1271,] -1.0373127723  0.283007801 1.2666815
#> [1272,] -1.1750229096  0.176676293 1.3412722
#> [1273,] -0.5434535274 -0.681364530 1.1743980
#> [1274,] -0.2004663702  0.839545400 1.2616846
#> [1275,] -0.5061706117  1.380702284 1.1801889
#> [1276,]  1.3777458571  0.474356152 1.0091083
#> [1277,] -0.2154859081  0.069736478 1.2378954
#> [1278,] -1.1807627921 -0.403414106 1.3674402
#> [1279,]  0.5294955707 -0.637781116 1.2264633
#> [1280,] -0.2145375413  0.076950507 1.2390800
#> [1281,] -0.0486175751  0.270590479 1.1684254
#> [1282,] -0.6831487302  0.344353579 1.2797273
#> [1283,] -0.0455131435  0.218450696 1.1926814
#> [1284,] -1.0723080346 -0.469607473 1.2767049
#> [1285,] -0.6824536301 -0.180218679 1.2770849
#> [1286,] -0.9243357917  1.035596690 1.1781424
#> [1287,] -0.3040649581  0.403131722 1.2090552
#> [1288,]  0.9343568955  0.077562428 1.1248326
#> [1289,] -0.9158732278 -0.445396769 1.2534529
#> [1290,] -0.3417824891 -0.232030977 1.2661249
#> [1291,]  0.2048544004  0.832295801 1.1710535
#> [1292,] -0.4152222085 -0.342762308 1.2515509
#> [1293,] -0.3186307695  0.828394334 1.2774851
#> [1294,] -0.4920256754  0.995720148 1.2779714
#> [1295,] -0.6160722061 -0.137654907 1.2274847
#> [1296,]  0.4753957452 -0.081191084 1.1946803
#> [1297,] -1.2744416796  0.694226205 1.1795520
#> [1298,]  0.9440261281  0.355778168 1.0964705
#> [1299,] -0.4581221391 -0.483659996 1.2244403
#> [1300,] -1.0210017580  0.050641132 1.2621825
#> [1301,] -0.9753731454  0.723862863 1.2400474
#> [1302,] -0.1887347209  0.043765288 1.3012354
#> [1303,] -0.1506616526  0.072532961 1.2190870
#> [1304,] -0.8777507487  1.026819716 1.2001144
#> [1305,]  0.2563993866 -1.237604963 1.2370247
#> [1306,] -0.8683666185  0.990642624 1.2254732
#> [1307,] -2.2661652258  1.030004100 1.2154461
#> [1308,] -0.6897239004  0.628914828 1.2802049
#> [1309,]  0.8113744642  1.305873158 1.1644634
#> [1310,]  0.1041792013 -0.516491949 1.1860673
#> [1311,] -0.8271940254  0.607712638 1.3260576
#> [1312,] -1.3756441713  0.536020595 1.2217694
#> [1313,] -0.5983701553 -0.005894710 1.2750477
#> [1314,] -0.2751789780 -0.078859916 1.2407721
#> [1315,] -0.6524799122  2.319460480 1.1796975
#> [1316,]  0.1805555243  0.242726599 1.1411775
#> [1317,] -0.9365844556  0.131260834 1.2365364
#> [1318,] -0.3596318227  0.584562509 1.2633498
#> [1319,] -0.4245230493  0.170862440 1.2347307
#> [1320,] -1.6865302986  0.788125487 1.2474642
#> [1321,] -1.5539728153 -0.199691686 1.2888652
#> [1322,] -0.3941993776  1.227043287 1.2765477
#> [1323,] -0.1713953445 -0.099329101 1.1817752
#> [1324,]  0.0531745962 -1.099199040 1.1862426
#> [1325,] -0.6432604332 -0.575738460 1.2039935
#> [1326,]  0.7960748521  0.140182924 1.1677690
#> [1327,] -0.9870407751  0.439779930 1.3093857
#> [1328,] -0.6354361242  0.685571348 1.2575341
#> [1329,] -0.6730645577 -0.630914224 1.2467264
#> [1330,] -0.1141000832  1.306374556 1.1898445
#> [1331,] -0.4706688304  0.540348148 1.3002381
#> [1332,]  1.3540908979  0.135347545 1.0782865
#> [1333,] -1.2402706094  1.441288232 1.2026272
#> [1334,] -1.1256750535  0.063942594 1.2754066
#> [1335,] -1.0140530962  1.308391490 1.2442892
#> [1336,] -0.7013496931 -0.721866172 1.2824097
#> [1337,]  0.2710052755  1.289554777 1.0891474
#> [1338,] -0.5229537729 -0.162378370 1.1773141
#> [1339,] -0.0144872830  0.526594930 1.1799713
#> [1340,]  0.9630305073 -0.193522127 1.1975822
#> [1341,] -0.3978076027 -0.568128262 1.2078346
#> [1342,] -0.5366400133  0.903989871 1.2236827
#> [1343,] -0.3887173112 -0.094726979 1.1705937
#> [1344,]  0.1268909124  0.104986269 1.2315580
#> [1345,]  0.6754410148  0.499945680 1.0697320
#> [1346,] -1.4662910223 -0.986609050 1.3228573
#> [1347,] -1.0012373767 -0.825876975 1.3801202
#> [1348,] -1.0841869909 -0.982784503 1.3468939
#> [1349,] -0.2029378128  1.143544573 1.1971266
#> [1350,]  0.3830681867 -0.801510598 1.2640346
#> [1351,] -0.4505441671  1.110295369 1.2726475
#> [1352,] -0.3212458932  0.665288619 1.2445843
#> [1353,] -0.3231718432  0.171072064 1.1682213
#> [1354,] -0.8332875747  0.647621933 1.2315802
#> [1355,] -1.2299259424  0.791773558 1.2355421
#> [1356,] -0.1153457056  1.036086950 1.1952590
#> [1357,] -0.7981587761  0.184229168 1.2403014
#> [1358,]  1.1684800487 -0.129255451 1.2315486
#> [1359,] -0.3435953910  0.141797815 1.2199619
#> [1360,] -1.0836091142 -0.153672092 1.2847577
#> [1361,] -0.1654923990  0.677989238 1.2097102
#> [1362,] -1.1661873475  0.744582047 1.1374187
#> [1363,] -0.7299480588 -0.007015023 1.3648296
#> [1364,] -0.4991697780  0.605150569 1.1755289
#> [1365,]  0.5006117281  0.931731162 1.1018061
#> [1366,]  0.5601087219 -0.256748791 1.1885332
#> [1367,] -1.4203355867 -0.374164737 1.3376840
#> [1368,] -0.2248842194  0.631705252 1.2598836
#> [1369,]  0.1305658461  0.309872960 1.1243758
#> [1370,] -0.7771825331  0.653775124 1.2122793
#> [1371,] -0.0494152544 -1.018286683 1.2774746
#> [1372,]  0.6723648691 -0.071156843 1.2240143
#> [1373,] -0.4132255835 -0.656028481 1.2869021
#> [1374,] -0.7119348111  0.620309832 1.2817295
#> [1375,]  0.7781085248  0.969832089 1.2174897
#> [1376,]  0.3528549204 -0.365443747 1.1390078
#> [1377,] -0.6384604839  0.702003877 1.2454251
#> [1378,] -0.4143764524  1.245144228 1.2046736
#> [1379,]  0.2550280190 -0.702894146 1.2126022
#> [1380,] -0.7924961014 -0.706547390 1.2456561
#> [1381,] -0.2044689944 -0.373355854 1.2931901
#> [1382,] -0.7216126229 -0.411861690 1.2493851
#> [1383,] -0.6815990414 -0.396420725 1.3307634
#> [1384,]  0.3717853386  0.544884982 1.2575634
#> [1385,]  1.3303813700  0.968852242 1.0894698
#> [1386,] -0.3815312857  0.274968560 1.2636142
#> [1387,] -1.3048322865  0.667837136 1.2626188
#> [1388,] -0.6281466927 -0.206133791 1.3033865
#> [1389,] -1.2970942799  1.904882971 1.1947656
#> [1390,] -0.1136918269  1.050029261 1.2133338
#> [1391,] -0.3281862526 -0.444366622 1.2434884
#> [1392,] -0.6880593303 -0.685547329 1.2944674
#> [1393,] -0.2519305765  0.172208286 1.2231236
#> [1394,] -1.4218354629  0.824239710 1.3291342
#> [1395,] -1.0367794223  0.663895121 1.2234051
#> [1396,] -1.0224037118  0.406167270 1.2612899
#> [1397,] -0.1044228443  1.036525998 1.2084528
#> [1398,]  0.4123727787 -0.224144539 1.2996093
#> [1399,] -1.1138999125 -0.393707090 1.2601156
#> [1400,]  0.1178442984  0.701328498 1.1494690
#> [1401,] -0.6311044060  0.796292865 1.2847288
#> [1402,]  0.7684188199  0.469518018 1.1066496
#> [1403,]  0.0587214212  1.922764200 1.1482138
#> [1404,]  0.3638301348 -0.526224174 1.1214912
#> [1405,] -0.7865039252 -0.246488068 1.1851279
#> [1406,]  0.3110161451 -0.438736153 1.1968135
#> [1407,] -1.1304954702 -0.336388873 1.3973084
#> [1408,] -0.6568830552  1.504642470 1.2483429
#> [1409,] -0.2297316975  0.078623121 1.2176800
#> [1410,] -0.0310708111 -0.149132640 1.2631581
#> [1411,]  0.4218347590  1.167426434 1.1207843
#> [1412,]  1.3223960737 -0.015206109 1.0963807
#> [1413,] -1.0035649631  1.297632865 1.2233648
#> [1414,] -0.3574957874  1.235964267 1.1206039
#> [1415,] -0.9605310048  1.022947499 1.2878401
#> [1416,] -1.1601194303  0.108856787 1.2678196
#> [1417,] -0.8181138096  0.441798207 1.2525430
#> [1418,] -0.2041009952 -0.147499415 1.1908247
#> [1419,]  0.1992870091  1.288832792 1.2534882
#> [1420,] -0.4783962938 -0.591682491 1.3249165
#> [1421,] -1.5058445190  0.548008767 1.2904072
#> [1422,] -0.4786009047  0.167722597 1.2762246
#> [1423,] -0.4434188241  0.580559956 1.2085490
#> [1424,]  1.0300092230 -0.685260252 1.1813219
#> [1425,]  0.0366302201  0.461964626 1.1098428
#> [1426,] -1.6336438714  0.743694378 1.3119628
#> [1427,]  0.1188052127 -0.411309711 1.2561270
#> [1428,]  0.2197752572  0.638097838 1.1877077
#> [1429,] -0.0310677914 -0.081573867 1.1886827
#> [1430,] -0.3410457739 -0.047699842 1.2838920
#> [1431,] -0.5894119897  0.092745572 1.2025374
#> [1432,] -1.7576390558  1.792456073 1.2052046
#> [1433,] -0.2201581577 -0.390689665 1.2661125
#> [1434,] -1.2630527856  0.707707384 1.2721369
#> [1435,] -0.6480866218  1.666381081 1.1998945
#> [1436,] -0.4708439230  1.239288475 1.1708670
#> [1437,]  0.0366787914  0.754040087 1.1800909
#> [1438,]  1.0345170587 -0.799569037 1.1986126
#> [1439,] -0.1959911040 -0.464338391 1.2796274
#> [1440,]  0.5558200787 -0.824437197 1.2972214
#> [1441,]  0.0904616821  0.077516756 1.2427281
#> [1442,]  0.0913750472  0.337149304 1.0897661
#> [1443,]  0.7545405324  1.513682325 1.1090788
#> [1444,] -0.3674478489 -0.532653464 1.2250075
#> [1445,] -0.1365866952  0.371642386 1.2107719
#> [1446,]  0.4712464531  0.823472150 1.1932163
#> [1447,] -0.3600200115  0.633223363 1.2270558
#> [1448,] -0.9559491968 -0.206832029 1.2583735
#> [1449,]  0.1922341265  0.260415894 1.2164536
#> [1450,] -0.6022614121  1.125930265 1.1852853
#> [1451,] -0.5735539552  0.096803836 1.2738516
#> [1452,] -0.2919190734 -0.063813996 1.1975123
#> [1453,] -0.7568365986  0.226541078 1.2062698
#> [1454,] -1.0347276016  0.628749111 1.2962491
#> [1455,]  0.3375238452 -0.044114164 1.2239570
#> [1456,] -0.7529601242 -0.930252086 1.1571565
#> [1457,] -0.2572303004 -0.303628684 1.2660695
#> [1458,] -1.1292615427  1.082065043 1.2405110
#> [1459,] -0.9202880180  0.754043273 1.2619964
#> [1460,] -0.7372713596  0.017388138 1.2762089
#> [1461,]  0.1139060810 -1.139723654 1.1982939
#> [1462,] -0.5351225410 -0.365919493 1.2804571
#> [1463,]  0.3025494511  0.211486221 1.0504778
#> [1464,] -0.8067773008  0.206452399 1.1969754
#> [1465,] -0.8772847371 -0.024023788 1.2247443
#> [1466,] -0.2307190789  1.260434177 1.2495042
#> [1467,]  0.1702621005  0.196655057 1.2087548
#> [1468,] -0.0682337312  0.761906892 1.2216858
#> [1469,] -0.3642431339  0.663657527 1.1539182
#> [1470,] -0.5832133098 -0.050612452 1.2071767
#> [1471,] -1.3358060808  0.890791921 1.3210021
#> [1472,] -0.0022047798 -0.359433917 1.1915262
#> [1473,] -1.4757662209 -0.009378714 1.3365571
#> [1474,] -0.0765518496  0.902902733 1.2313277
#> [1475,] -1.0573051805  0.367585096 1.2293063
#> [1476,]  0.3132923833  0.767252897 1.2349964
#> [1477,] -0.1307032885  0.066130147 1.2298386
#> [1478,] -0.0658095396  0.590260987 1.1546422
#> [1479,] -1.0933114118 -0.679314333 1.3306697
#> [1480,] -0.9835829734  0.868120444 1.2417298
#> [1481,]  0.6334018855 -0.197936696 1.1441085
#> [1482,] -0.1962767101 -0.271273494 1.3128993
#> [1483,] -0.2445104455  0.237566691 1.2063397
#> [1484,]  1.0423413339 -0.785032354 1.1628423
#> [1485,] -1.0464625955 -1.013214078 1.2605351
#> [1486,] -0.2088831236 -0.396642005 1.2934075
#> [1487,]  0.1203193216  0.903115698 1.1615283
#> [1488,] -0.3788367184 -0.792970145 1.2430229
#> [1489,] -0.5855380151  0.177416288 1.2014577
#> [1490,]  0.0232771381  0.530782467 1.1545274
#> [1491,]  0.4198931539 -0.190058167 1.2290207
#> [1492,]  0.4843841671 -1.380125074 1.2732339
#> [1493,] -0.2384114452 -0.260505402 1.2010055
#> [1494,] -0.2246420638  0.197005630 1.2040413
#> [1495,] -0.5724920442  0.393038330 1.1721080
#> [1496,] -0.5901786447  0.188699698 1.2660487
#> [1497,] -0.3964360478 -1.028887011 1.2149955
#> [1498,] -1.1332531182  0.690797494 1.2042733
#> [1499,] -0.4105680185  1.577050860 1.2329715
#> [1500,]  1.2086018624  0.126894837 1.1255650
#> [1501,]  0.2752090246 -1.077928420 1.2680908
#> [1502,] -0.6244655327  0.228109725 1.2164283
#> [1503,] -0.4455772126 -0.737332404 1.2505856
#> [1504,] -1.3419578823  1.217322362 1.2592174
#> [1505,]  0.1164814078 -0.335726971 1.2762510
#> [1506,]  0.0381270919  0.679169640 1.0707544
#> [1507,] -0.3176636180  0.374578402 1.2879732
#> [1508,] -0.5766868855  0.833856498 1.2773139
#> [1509,] -0.8794013370  0.506227873 1.2083751
#> [1510,]  0.1450549158  1.109945282 1.0955436
#> [1511,]  0.4589590705  0.102515869 1.1694111
#> [1512,] -1.8212280696  0.390108180 1.3058516
#> [1513,]  0.1401580503  0.220068226 1.2555757
#> [1514,] -0.3071590763 -0.319558953 1.2844876
#> [1515,] -1.0720270016  0.064117411 1.3332970
#> [1516,]  0.3278250851  0.204776069 1.2242224
#> [1517,] -0.4010954908  0.518462244 1.1579992
#> [1518,]  0.5078375391 -0.900101969 1.2087920
#> [1519,] -0.8706294273 -0.265757428 1.2677659
#> [1520,]  0.0297979475 -0.009720331 1.2157845
#> [1521,]  0.2664844947 -0.846192087 1.2100897
#> [1522,]  0.2079438024  0.415894204 1.1672009
#> [1523,]  0.0595405006  0.062281013 1.1507416
#> [1524,] -0.1713556753  0.225716808 1.2112535
#> [1525,]  0.4715482330 -0.002692035 1.1510736
#> [1526,]  0.4152230776 -0.182898738 1.2221383
#> [1527,]  0.2712096662  0.087116479 1.1838729
#> [1528,] -0.0403033788  0.337150958 1.1858122
#> [1529,] -0.4363549053 -0.079430188 1.3117564
#> [1530,] -0.0405167592  0.243941876 1.2350166
#> [1531,]  1.1169307128 -0.029814830 1.1932262
#> [1532,]  0.2235261721  0.269504222 1.1534498
#> [1533,] -0.6284056676  0.403108091 1.2166540
#> [1534,] -0.8851277248  0.484232916 1.3221358
#> [1535,] -0.8879141097  0.908819729 1.1788648
#> [1536,] -0.3292985188 -0.305592006 1.2291090
#> [1537,]  0.3216228823  1.654006818 1.1391468
#> [1538,]  0.0347037199 -1.130731710 1.1992070
#> [1539,] -0.0512180908 -0.294986950 1.2041783
#> [1540,]  0.0957170187  0.724376052 1.1312217
#> [1541,] -0.4223594303  0.594934375 1.2176818
#> [1542,] -0.1467154880  0.199892600 1.1577791
#> [1543,] -0.6674580311  0.577431958 1.2994326
#> [1544,]  0.0364574643  0.222698203 1.2418855
#> [1545,] -0.3111676899  0.024898953 1.2703479
#> [1546,] -0.7289279125  0.565465344 1.2131996
#> [1547,] -1.7559999655  2.008209262 1.1847505
#> [1548,] -0.1158595653  0.205085260 1.2016292
#> [1549,] -0.1340555048  0.187520580 1.2618248
#> [1550,] -0.6294435225 -0.608047423 1.2112469
#> [1551,] -0.6336626444  0.270606045 1.3668210
#> [1552,] -1.2606495440  0.464922897 1.1934800
#> [1553,] -0.8343352031 -0.151867830 1.2352452
#> [1554,] -1.1761558223  0.716936080 1.3207060
#> [1555,] -0.7267851875  0.400041586 1.2274239
#> [1556,] -0.6855652972 -0.208063210 1.2751878
#> [1557,] -0.4263782802  0.454961832 1.2324141
#> [1558,]  0.2995718168  0.372556667 1.1737724
#> [1559,]  0.5651960990  0.573224885 1.2636187
#> [1560,]  0.0494667045 -0.494285078 1.1750960
#> [1561,] -0.3908844150 -0.350790980 1.2177071
#> [1562,]  0.0440814103  1.205976785 1.1501299
#> [1563,] -0.0990189941  0.535632435 1.1747386
#> [1564,] -0.0102102534 -0.317706660 1.2259181
#> [1565,] -0.1338799761 -0.534011523 1.3114076
#> [1566,] -0.0051470158  0.694461038 1.2222405
#> [1567,] -0.6168739494  0.934576342 1.2196797
#> [1568,] -0.0327423477 -0.335120445 1.2153456
#> [1569,] -0.5099540038 -0.281806444 1.2032979
#> [1570,] -0.9734342690  0.153721980 1.2117021
#> [1571,] -0.0136045700 -0.358702145 1.1729073
#> [1572,]  0.6584997837 -0.559626616 1.1547213
#> [1573,]  0.1778956642  0.863459614 1.1595218
#> [1574,] -0.3645396629  0.810230000 1.1633309
#> [1575,] -1.4441931720  0.605051117 1.1843536
#> [1576,]  0.0073020290  0.262138139 1.1580810
#> [1577,] -0.6838067915  0.294563853 1.2585240
#> [1578,]  0.6940581906  0.046737016 1.1875240
#> [1579,]  0.3886414711  0.596511340 1.0720356
#> [1580,] -0.7918176102 -0.601135988 1.2323653
#> [1581,] -0.6510826093  0.059733117 1.2574380
#> [1582,] -0.6968372190  0.681602858 1.2528786
#> [1583,] -1.0893638539 -0.274914889 1.3353855
#> [1584,]  0.0146305612 -0.495431447 1.1869716
#> [1585,]  0.5544162518 -0.003290853 1.1513314
#> [1586,]  0.1475028893  0.361010526 1.1879893
#> [1587,] -0.4421349369  0.584673130 1.1626326
#> [1588,]  0.3147520078  0.142659032 1.1717145
#> [1589,]  1.0625644212  0.984350195 1.0360958
#> [1590,] -0.2583635896  1.104946632 1.0673338
#> [1591,] -0.5009410344  0.219252590 1.3154584
#> [1592,]  0.0369673696  0.136402851 1.2336407
#> [1593,]  1.0920353076 -0.214584790 1.1577574
#> [1594,] -0.0139903585 -0.671957661 1.1737518
#> [1595,] -0.6623534571  1.470655132 1.1611650
#> [1596,] -0.1283811880  0.792778898 1.2607631
#> [1597,]  0.2824333587  0.226030703 1.2612751
#> [1598,] -0.7755812871  1.139680517 1.2168524
#> [1599,]  0.3807778176  0.630418699 1.0646498
#> [1600,] -0.2762307320  0.509841497 1.1881114
#> [1601,] -1.0522834833  0.167668052 1.3661737
#> [1602,] -0.4013263371 -0.171973128 1.3076174
#> [1603,] -2.0103226662  1.030862276 1.3425432
#> [1604,] -1.2019259711 -0.533779947 1.3176621
#> [1605,] -0.0236562766 -0.135912885 1.2289205
#> [1606,] -0.3596271734  0.163618422 1.2832475
#> [1607,]  0.9027848571 -0.383403423 1.0871967
#> [1608,]  0.0748495713  0.678994741 1.1778517
#> [1609,]  0.1397243579  0.527073129 1.0939831
#> [1610,] -1.1872927749 -0.234408510 1.3380250
#> [1611,] -0.1830089018 -1.035950015 1.3219042
#> [1612,]  0.7212135208  0.750891024 1.1584247
#> [1613,] -0.1025642336 -0.718787689 1.1882720
#> [1614,]  0.3312963818  0.526992155 1.1739064
#> [1615,] -0.6694352867  0.306352629 1.2780535
#> [1616,] -0.5046492075  0.512085340 1.2178254
#> [1617,] -0.6715033299  0.006067392 1.2580999
#> [1618,] -1.0291249160  0.462637478 1.2160983
#> [1619,] -0.0497969506  0.644651475 1.2298548
#> [1620,] -0.4741190624 -0.673558975 1.1978929
#> [1621,] -0.5367605457 -0.085022685 1.3242820
#> [1622,]  0.7959759796  0.317295819 1.1092090
#> [1623,]  1.0240005812 -0.517934771 1.1051976
#> [1624,] -1.4363406964  1.420258271 1.2491540
#> [1625,]  0.3821010014  0.524398035 1.2173108
#> [1626,] -0.2395228732 -0.932134002 1.1529730
#> [1627,] -0.5904365055  1.035166187 1.1876655
#> [1628,] -0.1028351573  0.560137206 1.1156481
#> [1629,]  0.7170375300 -0.188005392 1.1991325
#> [1630,] -0.1793142498  0.218106067 1.1371539
#> [1631,]  0.8520431450  1.722451715 1.1136961
#> [1632,] -0.7999023643  0.515659018 1.1900317
#> [1633,] -2.1862614007 -0.238240171 1.3687147
#> [1634,] -0.6416330680  0.978111721 1.3183527
#> [1635,] -0.2179888550 -0.461622260 1.1979048
#> [1636,]  0.0281469531 -0.726641103 1.2755312
#> [1637,] -0.0502032740 -0.629602051 1.1737628
#> [1638,] -1.1518537621  0.252388595 1.2960858
#> [1639,] -0.1625768126  2.024873718 1.1658449
#> [1640,]  0.0744145541  0.108847692 1.1193063
#> [1641,] -0.0844438238 -0.757508865 1.2633557
#> [1642,] -0.9290446043 -0.479057784 1.3338940
#> [1643,] -1.6226125481  0.511983252 1.3246131
#> [1644,] -0.3400740614 -1.323516637 1.3449675
#> [1645,] -0.0820381133  1.229373710 1.1190475
#> [1646,]  0.1288107459  0.051456347 1.1481442
#> [1647,]  0.0147200761 -0.445925090 1.2775961
#> [1648,]  0.3245855075  0.570422962 1.0974191
#> [1649,]  0.0408624445 -0.256333422 1.1323287
#> [1650,]  0.3187796738 -0.122449518 1.1903620
#> [1651,]  0.1256023209 -1.032080806 1.1869401
#> [1652,] -1.5761484892 -0.341786301 1.3671101
#> [1653,] -0.7589990503 -0.476194125 1.2082308
#> [1654,] -0.2774868230 -0.276437782 1.2052468
#> [1655,] -0.1524715585  0.856432516 1.2428275
#> [1656,] -0.4195371724 -0.356198574 1.2353587
#> [1657,] -0.2121918463  0.095250820 1.2435931
#> [1658,] -0.0175440836  0.095918188 1.2033681
#> [1659,] -0.1336418167  1.557100772 1.1038595
#> [1660,] -0.5225986750  0.947338330 1.2006292
#> [1661,] -0.5693846208 -0.210816845 1.2689226
#> [1662,]  0.7540581252  0.249268297 1.0790133
#> [1663,]  0.2353011040 -0.943875723 1.1157851
#> [1664,] -0.6730892021  1.141557978 1.2178387
#> [1665,] -0.0544297324  0.259197349 1.2025150
#> [1666,] -0.9952721509  0.114392377 1.2896971
#> [1667,] -0.5135045285 -0.395735263 1.2893465
#> [1668,]  0.2079804353 -0.244675201 1.1618410
#> [1669,] -0.9622901228  0.617657297 1.2056632
#> [1670,]  0.1920232688  0.476964880 1.2361834
#> [1671,] -1.4146612754  0.135662240 1.2801053
#> [1672,]  0.4372339200  0.456974452 1.1756752
#> [1673,] -0.8590951372  0.981807730 1.2347410
#> [1674,]  0.3972143516  0.149924716 1.1440822
#> [1675,] -0.4122725369  0.679782534 1.2097478
#> [1676,] -0.0480589514  0.968279829 1.1656328
#> [1677,] -0.6470132560  0.667578967 1.2072439
#> [1678,] -0.7421957657  0.549314853 1.2152885
#> [1679,] -0.7255253689  0.664673944 1.2690122
#> [1680,] -0.3570595198  0.049195708 1.2301545
#> [1681,]  0.8566045693  0.039561822 1.1524807
#> [1682,] -1.0506336102  0.612053635 1.2479275
#> [1683,] -0.8078072881  0.383626586 1.2597562
#> [1684,] -0.2657820728 -0.343871257 1.2453432
#> [1685,] -0.6456420740  0.168913862 1.1971899
#> [1686,] -1.0587661101  0.679971819 1.2014958
#> [1687,] -0.1148650961  0.099648650 1.2161882
#> [1688,] -0.1646340047  0.434202326 1.2978118
#> [1689,]  0.0932103779 -0.031276989 1.2027912
#> [1690,] -0.8780719969  0.946674729 1.3093941
#> [1691,]  0.1626579712 -0.834998459 1.2439946
#> [1692,] -0.6753226132  0.569765873 1.2455823
#> [1693,] -0.1569238731  0.070621393 1.2992844
#> [1694,] -0.1066836742  0.687069678 1.1314873
#> [1695,] -0.6080207722 -0.009755705 1.2977500
#> [1696,] -0.4758940125 -0.159924730 1.1838265
#> [1697,] -0.1701013127  0.181084360 1.2110348
#> [1698,] -0.0901057029  1.043222274 1.1248860
#> [1699,] -0.5415565804 -0.446509966 1.2410748
#> [1700,]  0.2158629184 -0.280812690 1.2095659
#> [1701,] -0.8712871686  0.710460462 1.2372538
#> [1702,] -0.7538336186 -0.308486492 1.2815608
#> [1703,] -0.7709555561 -1.241974271 1.3211295
#> [1704,] -1.8084070046 -0.268046328 1.3305396
#> [1705,] -0.5776269515  0.573023900 1.2815177
#> [1706,] -0.0077458812  0.115775566 1.1889805
#> [1707,] -0.2038292477  0.366620276 1.2927423
#> [1708,] -1.3737665605  1.642931472 1.1862803
#> [1709,]  0.0191691465 -0.043445707 1.2251930
#> [1710,]  0.0140906377  0.593038511 1.2568923
#> [1711,] -0.4205399217  1.297386971 1.1837638
#> [1712,] -0.6319914186  0.278681473 1.2359557
#> [1713,] -0.8997558802 -0.114068537 1.2991455
#> [1714,]  0.3330375116  0.648204488 1.1574465
#> [1715,] -0.0945831608  1.056070562 1.1834040
#> [1716,] -0.0278672462  0.072029636 1.1887977
#> [1717,]  0.0774487566  0.604617612 1.2238388
#> [1718,]  0.0195258796 -0.518355084 1.2178025
#> [1719,] -0.5488505665  1.220576771 1.1973017
#> [1720,]  0.5258480164  1.033494768 1.1072876
#> [1721,] -0.7018373055  0.658181099 1.2332798
#> [1722,] -0.0741244153  0.392476620 1.2372388
#> [1723,]  0.3730966373 -0.403742027 1.2186438
#> [1724,] -0.5872827033  0.159249825 1.3150815
#> [1725,]  0.2128362358 -0.246587127 1.3091556
#> [1726,]  0.8712208778  0.348672250 1.0981801
#> [1727,] -0.9983644087  0.319403314 1.1515659
#> [1728,] -1.3848711255  0.561925825 1.2341232
#> [1729,]  1.2321562323 -0.032702398 1.0512638
#> [1730,] -0.8355882462  0.950479297 1.1636388
#> [1731,] -0.9463043154  0.104926883 1.2372531
#> [1732,] -0.5040239131  0.136301296 1.1986920
#> [1733,]  0.1823061332  0.780719068 1.1246706
#> [1734,] -0.5347886784 -0.198622170 1.2869761
#> [1735,] -0.9352637871  0.783021781 1.3073047
#> [1736,]  0.7175348702 -0.536237747 1.2980413
#> [1737,] -0.1159986235  0.259312552 1.2276951
#> [1738,]  0.5598261877 -0.399428185 1.1107189
#> [1739,] -0.0114459684  0.868553910 1.1469516
#> [1740,] -0.6765782179  0.478916832 1.1237364
#> [1741,] -0.3813681227 -0.304163245 1.2599921
#> [1742,] -0.0423310711  0.964790628 1.2711979
#> [1743,] -0.5110520672  0.699723328 1.2628324
#> [1744,]  0.8401822312  1.695803325 1.0809952
#> [1745,]  0.1229622263 -0.014851928 1.1691799
#> [1746,] -0.6606766071  0.438162769 1.2530100
#> [1747,] -0.5716784182  0.599341934 1.2669215
#> [1748,]  0.6769178237  0.007476774 1.1339116
#> [1749,] -0.1651882265  0.059086230 1.2097079
#> [1750,]  0.7004362186  0.265644838 1.2073993
#> [1751,]  0.0142350266  0.159855984 1.1928927
#> [1752,] -0.6055783567  0.068176271 1.2816447
#> [1753,] -0.7929095396  0.283658423 1.1786489
#> [1754,] -0.1370586921  0.820411026 1.1684940
#> [1755,]  0.6235845901 -0.248319190 1.1402926
#> [1756,]  0.9401866314  0.443347447 1.0096263
#> [1757,] -0.7701731207  0.092396361 1.1992089
#> [1758,] -0.5010959903  1.436168312 1.2494271
#> [1759,]  0.3407872254  0.374176885 1.1538330
#> [1760,] -0.5498718248  0.592099497 1.2474200
#> [1761,]  0.8758431063  0.398545279 1.1529528
#> [1762,] -0.8965398943 -0.812295809 1.2039838
#> [1763,] -0.2340440522  0.203161413 1.2212637
#> [1764,] -0.5423513762 -0.519033333 1.2648488
#> [1765,] -0.7032494926  0.977580950 1.2057655
#> [1766,]  0.1471463321 -0.394521708 1.2091000
#> [1767,] -0.8479950809 -0.744823025 1.2663559
#> [1768,] -0.1460361630 -0.477589023 1.2178303
#> [1769,] -0.2717814805 -0.237818886 1.1975690
#> [1770,] -0.8225357405  0.410258950 1.1677908
#> [1771,] -0.4316497928  0.064520858 1.2075540
#> [1772,] -0.6871634742  1.143033584 1.1557569
#> [1773,]  0.5993226747 -0.900700033 1.2050365
#> [1774,] -0.5616699261 -0.107301666 1.2801470
#> [1775,] -0.2618212739 -0.334316849 1.2816850
#> [1776,] -0.2471033808 -0.820979215 1.3056775
#> [1777,]  0.4358392296  0.748927193 1.1271932
#> [1778,] -1.3386505908  0.371564653 1.2987731
#> [1779,] -0.5567231848  1.602422570 1.1834765
#> [1780,] -0.6521615678  1.421879995 1.0660676
#> [1781,] -0.5813018783  1.201038956 1.1672105
#> [1782,]  0.6282541406  0.124293454 1.2188406
#> [1783,] -0.6247627578 -0.072916311 1.2030504
#> [1784,] -1.2986566845 -0.875241703 1.3010532
#> [1785,] -0.6718674373 -0.298371760 1.3128738
#> [1786,]  0.3361576209  0.832336545 1.2295280
#> [1787,] -0.8219856163 -0.327456352 1.2400289
#> [1788,]  0.3077232622  1.121821816 1.1178405
#> [1789,] -1.1731000391 -0.140196701 1.1862085
#> [1790,] -0.4409348275  0.056164680 1.3516315
#> [1791,] -0.7126930598  1.279667130 1.2120083
#> [1792,] -0.2772232030  0.080160768 1.1445689
#> [1793,] -0.4597329887  1.128936623 1.1505009
#> [1794,] -0.8569557905 -0.405501506 1.2668474
#> [1795,]  1.0132754714 -0.285362329 1.0389993
#> [1796,] -0.9460878700  1.128777171 1.1726630
#> [1797,]  0.1595581993  0.766723655 1.1829679
#> [1798,]  0.0274275616  1.259899446 1.1482668
#> [1799,] -1.3337353186  0.516234031 1.2096907
#> [1800,] -0.1143507485 -0.120750011 1.2339413
#> [1801,]  0.4774961648 -0.654779282 1.2190385
#> [1802,] -0.2189467766  0.162561470 1.2345137
#> [1803,] -0.8511445235  1.093968181 1.1953994
#> [1804,]  1.1288963853 -0.604228615 1.1723154
#> [1805,] -0.1621492334  0.970911460 1.1501094
#> [1806,]  0.4917988775 -1.354932066 1.1585552
#> [1807,] -0.1382643030  0.291627537 1.1636516
#> [1808,]  0.7282375772 -1.097903805 1.2324142
#> [1809,]  0.7753518321 -0.461669334 1.1941902
#> [1810,]  0.2567138304 -0.220572115 1.1977079
#> [1811,]  0.3935310021  0.634226928 1.1964162
#> [1812,] -0.2426458791  0.846200214 1.1892208
#> [1813,] -0.6812855852  0.404636991 1.2060567
#> [1814,]  0.2348435534  0.483377827 1.0587708
#> [1815,] -1.5169656605 -0.334940198 1.2934299
#> [1816,]  0.2383140728  1.800776302 1.1429304
#> [1817,]  0.2296973117  1.547362398 1.1195678
#> [1818,]  0.0977417046  0.947006924 1.1518616
#> [1819,] -0.6487660264 -0.061318840 1.1687484
#> [1820,] -0.6322809278 -0.190769805 1.2074722
#> [1821,] -0.8527109570  1.135450440 1.1770412
#> [1822,] -0.3817086400 -0.620251173 1.2203678
#> [1823,]  0.2587365105 -0.328856515 1.2163994
#> [1824,] -0.1547454147  0.852602509 1.1767783
#> [1825,] -0.0445008976 -0.356714415 1.1916037
#> [1826,] -0.5873363233  0.918829589 1.2214612
#> [1827,] -0.7725196616  0.460332383 1.1463772
#> [1828,] -0.8303192153  0.604795978 1.1719794
#> [1829,] -1.5402576865  0.545322447 1.3528215
#> [1830,] -0.0020167572  1.163002830 1.2590739
#> [1831,] -0.1477537155  1.098364729 1.0692828
#> [1832,] -0.2758225735  0.454714350 1.2492721
#> [1833,] -1.6171941980  0.325126115 1.3460839
#> [1834,]  0.7196126980  0.443411433 1.1338001
#> [1835,] -1.3803030294 -0.596840972 1.1831601
#> [1836,] -0.7927332574  0.620380817 1.2515131
#> [1837,] -0.5538199229  0.030771892 1.2600261
#> [1838,] -0.8103078555  0.135083651 1.1837460
#> [1839,]  0.1272880034  0.984047845 1.1410239
#> [1840,] -0.3245654734  0.096415370 1.2185640
#> [1841,] -0.1892531371 -0.057193338 1.2451942
#> [1842,] -0.2672407535  0.623410292 1.3065682
#> [1843,]  0.8097876658  0.928321570 1.2511798
#> [1844,]  1.6732744734  0.679078293 1.0538237
#> [1845,]  1.0323202420 -0.629780626 1.1424366
#> [1846,] -0.5601416981  0.444221069 1.2101742
#> [1847,] -0.4189443653  0.703964909 1.3532934
#> [1848,] -0.6186553905  0.835061101 1.1959826
#> [1849,] -0.2292809521 -1.047025002 1.2545115
#> [1850,] -1.0724186876  1.771025720 1.2218477
#> [1851,] -0.5334171196  0.876539176 1.2573719
#> [1852,] -0.1402681547  0.396700343 1.1115253
#> [1853,] -0.8794031802  0.120382630 1.2983088
#> [1854,] -0.9484212362  0.265879174 1.3063024
#> [1855,] -0.5779513010  0.740798990 1.2653550
#> [1856,]  0.2135252729 -0.023394000 1.1596497
#> [1857,]  0.4893158206 -0.144482838 1.2131245
#> [1858,] -0.1928353595  1.940373700 1.1728800
#> [1859,]  0.5207702839  0.090930575 1.1509538
#> [1860,]  0.1769265439  0.128635358 1.2059188
#> [1861,] -0.5586591644  0.740148507 1.2787794
#> [1862,] -0.4224824643 -0.125971859 1.2442911
#> [1863,] -0.5222110808  0.718316896 1.3288370
#> [1864,] -0.2723057659  0.242895986 1.2718383
#> [1865,]  0.3489241146 -0.608453513 1.1070805
#> [1866,] -1.5106464166  0.303244508 1.2555716
#> [1867,] -0.2283685520  0.330930304 1.2967197
#> [1868,]  0.0942010761 -0.306933023 1.1493617
#> [1869,]  0.1502925623  0.499991921 1.2212715
#> [1870,] -0.0372396454  0.807996717 1.1429625
#> [1871,] -0.9302927384  0.336168318 1.2653314
#> [1872,]  0.1652908677  0.376237018 1.2411644
#> [1873,]  0.2580270717  0.556639968 1.2096699
#> [1874,]  0.7295874994 -0.532073998 1.2473957
#> [1875,] -0.4528204558  0.632716926 1.2267858
#> [1876,] -0.5960161679 -0.169530018 1.2793262
#> [1877,] -0.1831640904  0.452641877 1.2526773
#> [1878,] -0.1219689302  0.976433023 1.2442667
#> [1879,] -0.2856978884  1.264165290 1.1609638
#> [1880,] -0.8323676872 -0.176121287 1.2647605
#> [1881,]  0.3023074030  0.278140242 1.1335995
#> [1882,] -1.2024508131  0.465319892 1.2790999
#> [1883,] -0.7587637727  0.928055737 1.2768055
#> [1884,]  0.1591742764 -0.213863843 1.2829296
#> [1885,]  1.7968274355  0.151894636 1.1521367
#> [1886,] -0.6991419978  0.093703800 1.1953778
#> [1887,] -0.2097073431  0.116641443 1.2081684
#> [1888,] -0.8778303977  0.010548827 1.2555950
#> [1889,] -0.3171147442  0.597032383 1.2375776
#> [1890,] -1.5285581072 -0.419782853 1.2558220
#> [1891,] -0.7661495135  0.393823168 1.1919489
#> [1892,] -0.1483994349  0.454334853 1.2600737
#> [1893,] -0.9823128870 -0.044454666 1.1676480
#> [1894,] -0.8514065549  0.276897169 1.3946463
#> [1895,] -0.1948494746  0.508672967 1.2319084
#> [1896,] -0.5016761606  0.133505451 1.2317299
#> [1897,] -0.1297145706  1.345710472 1.1598809
#> [1898,]  0.0614529761  0.949533400 1.1083394
#> [1899,]  0.7756008633 -0.277861366 1.1312190
#> [1900,] -1.1875591865  0.217056457 1.2643556
#> [1901,] -0.3541744982  0.375262486 1.2524320
#> [1902,]  0.4389050338 -0.029543353 1.1044312
#> [1903,] -0.5527668151  0.168791830 1.2079531
#> [1904,] -0.3538269184  0.518154186 1.2407146
#> [1905,] -0.0879130434 -0.414802456 1.2423740
#> [1906,] -0.6995232463  0.475710537 1.1820551
#> [1907,] -0.2955490300 -0.282813950 1.2083515
#> [1908,] -0.1127821168 -0.516193808 1.2080765
#> [1909,] -0.4388231072  0.204689917 1.2218144
#> [1910,] -1.0148643451  0.531080944 1.2587190
#> [1911,] -0.0165825467 -1.027863080 1.3473391
#> [1912,] -0.8205439049  0.038324051 1.3201317
#> [1913,] -0.6513282673  0.258220123 1.2082567
#> [1914,] -0.1679714675  0.565629763 1.1316400
#> [1915,] -0.4283666230  0.447298382 1.2239742
#> [1916,] -0.8788443976  0.901242181 1.2919886
#> [1917,]  1.1624131927 -0.245699240 1.1066205
#> [1918,]  0.7380221957 -0.511576143 1.1808257
#> [1919,]  0.2966864294  0.200146067 1.1256220
#> [1920,] -0.9961994413  0.618408105 1.2287106
#> [1921,] -0.5451017076  0.793865755 1.1970398
#> [1922,]  0.6899680932  0.592661986 1.0507718
#> [1923,]  0.9068306420  0.363923007 1.1729620
#> [1924,]  0.9320921468 -0.490519416 1.1385207
#> [1925,] -1.4913011448  1.345998415 1.2250161
#> [1926,] -0.8505771484  0.626781954 1.1776978
#> [1927,] -1.5019322209 -0.247052436 1.2464037
#> [1928,] -0.6890352168  0.453820113 1.2802847
#> [1929,] -0.9752131260  0.175814898 1.2188964
#> [1930,] -1.2744912771 -0.105625792 1.3532056
#> [1931,] -0.7936753364  1.778444664 1.1668999
#> [1932,] -0.6334872790  0.556615313 1.2883606
#> [1933,]  0.2708967283 -0.070406791 1.2175893
#> [1934,] -0.1418693835  0.696190645 1.2393754
#> [1935,]  0.7557020185 -0.106535356 1.0542840
#> [1936,] -1.3796371292 -0.185568011 1.3039139
#> [1937,] -0.8247047916  0.307103923 1.2232307
#> [1938,]  0.2660219569  0.576383832 1.2171448
#> [1939,] -0.8868157811  0.903153912 1.2054866
#> [1940,] -0.7114371896 -0.328063880 1.2213146
#> [1941,] -0.1860087061  0.214646453 1.1723892
#> [1942,]  0.6197062850 -0.442043029 1.1563907
#> [1943,] -0.6295947516  0.055047624 1.2911079
#> [1944,] -1.0368309547  1.067354714 1.2572655
#> [1945,] -0.1287976132 -0.191021714 1.2058877
#> [1946,] -1.0646550127  1.307780987 1.2446006
#> [1947,] -0.7980555206  1.290836164 1.3006421
#> [1948,] -0.4058123922  0.351337104 1.2632734
#> [1949,]  0.2739389353  0.514739054 1.2104460
#> [1950,] -0.3433484480  0.024500993 1.2109507
#> [1951,] -1.0170959351  0.458186875 1.3106002
#> [1952,] -1.1866431851  2.314068025 1.2056339
#> [1953,] -1.2426289643  0.778550856 1.2239517
#> [1954,] -0.7447920052 -0.164411764 1.2765712
#> [1955,] -0.6414627703  0.560008996 1.2057200
#> [1956,] -0.9046140849  0.626963661 1.2029707
#> [1957,] -0.3629558229 -0.711961872 1.2507066
#> [1958,]  0.1052483840 -0.274657905 1.1879631
#> [1959,]  0.5055306602  1.821636524 1.1112450
#> [1960,] -0.7792186041 -0.917965897 1.3335370
#> [1961,]  0.2281701061 -0.264373283 1.2242599
#> [1962,] -0.1252312628  0.652628119 1.1510235
#> [1963,] -0.8751467477 -0.947971037 1.2026683
#> [1964,] -1.0545853987  0.821844025 1.2787494
#> [1965,] -1.3315204218 -0.068419116 1.3894152
#> [1966,] -0.5119967009 -0.538072592 1.2914857
#> [1967,] -0.0335814489 -0.105476259 1.2951194
#> [1968,] -0.5388336303  0.266645317 1.1877851
#> [1969,]  0.4357375981  0.198425067 1.2012741
#> [1970,] -0.4383895616 -1.653342543 1.2189053
#> [1971,]  0.1758581845  0.744021961 1.2517162
#> [1972,] -0.5587594778  0.307803949 1.2101255
#> [1973,]  0.0499628196 -0.814987337 1.2357979
#> [1974,] -0.0700571625 -0.485088916 1.2563415
#> [1975,] -0.8272072913  0.987906549 1.1464852
#> [1976,] -1.6383810410  0.103123380 1.2660788
#> [1977,]  0.0578646639 -0.282510857 1.2469062
#> [1978,] -1.2161976054  0.281954172 1.2251941
#> [1979,] -0.9537303067  0.722956903 1.3500850
#> [1980,] -0.4933947910  0.752114758 1.2676265
#>
#> attr(,"class")
#> [1] "mcmc.list"
#>
#> [[4]]
#> NULL