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Type 'q()' to quit R. > z <- c(15370.60,14956.90,15469.70,15101.80,11703.70,16283.60,16726.50,14968.90,14861.00,14583.30,15305.80,17903.90,16379.40,15420.30,17870.50,15912.80,13866.50,17823.20,17872.00,17420.40,16704.40,15991.20,16583.60,19123.50,17838.70,17209.40,18586.50,16258.10,15141.60,19202.10,17746.50,19090.10,18040.30,17515.50,17751.80,21072.40,17170.00,19439.50,19795.40,17574.90,16165.40,19464.60,19932.10,19961.20,17343.40,18924.20,18574.10,21350.60,18594.60,19823.10,20844.40,19640.20,17735.40,19813.60,22238.50,20682.20,17818.60,21872.10,22117.00,21865.90) > y <- c(3423.40,3242.80,3277.20,3833.00,2606.30,3643.80,3686.40,3281.60,3669.30,3191.50,3512.70,3970.70,3601.20,3610.00,4172.10,3956.20,3142.70,3884.30,3892.20,3613.00,3730.50,3481.30,3649.50,4215.20,4066.60,4196.80,4536.60,4441.60,3548.30,4735.90,4130.60,4356.20,4159.60,3988.00,4167.80,4902.20,3909.40,4697.60,4308.90,4420.40,3544.20,4433.00,4479.70,4533.20,4237.50,4207.40,4394.00,5148.40,4202.20,4682.50,4884.30,5288.90,4505.20,4611.50,5081.10,4523.10,4412.80,4647.40,4778.60,4495.30) > x <- c(12300.00,12092.80,12380.80,12196.90,9455.00,13168.00,13427.90,11980.50,11884.80,11691.70,12233.80,14341.40,13130.70,12421.10,14285.80,12864.60,11160.20,14316.20,14388.70,14013.90,13419.00,12769.60,13315.50,15332.90,14243.00,13824.40,14962.90,13202.90,12199.00,15508.90,14199.80,15169.60,14058.00,13786.20,14147.90,16541.70,13587.50,15582.40,15802.80,14130.50,12923.20,15612.20,16033.70,16036.60,14037.80,15330.60,15038.30,17401.80,14992.50,16043.70,16929.60,15921.30,14417.20,15961.00,17851.90,16483.90,14215.50,17429.70,17839.50,17629.20) > par7 = 'uitvoer Belgie (totaal)' > par6 = 'uitvoer Belgie naar landen buiten EU' > par5 = 'uitvoer Vlaanderen' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1ctt31226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/23lnh1226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/31o2w1226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4x86m1226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5yxl11226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,y) > (r<-lm(y ~ x)) Call: lm(formula = y ~ x) Coefficients: (Intercept) x 121.0687 0.2783 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/63ntw1226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] 2222.321 2292.740 2363.160 2433.580 2503.999 2574.419 2644.838 2715.258 [9] 2785.677 2856.097 2926.516 2996.936 3067.356 3137.775 3208.195 3278.614 [17] 3349.034 3419.453 3489.873 3560.292 3630.712 3701.132 3771.551 3841.971 [25] 3912.390 3982.810 4053.229 4123.649 4194.068 4264.488 4334.908 4405.327 [33] 4475.747 4546.166 4616.586 4687.005 4757.425 4827.844 4898.264 4968.684 [41] 5039.103 5109.523 5179.942 5250.362 5320.781 5391.201 5461.620 5532.040 [49] 5602.460 5672.879 $yords [1] 9991.727 10276.599 10561.471 10846.344 11131.216 11416.089 11700.961 [8] 11985.833 12270.706 12555.578 12840.451 13125.323 13410.195 13695.068 [15] 13979.940 14264.812 14549.685 14834.557 15119.430 15404.302 15689.174 [22] 15974.047 16258.919 16543.791 16828.664 17113.536 17398.409 17683.281 [29] 17968.153 18253.026 18537.898 18822.770 19107.643 19392.515 19677.388 [36] 19962.260 20247.132 20532.005 20816.877 21101.749 21386.622 21671.494 [43] 21956.367 22241.239 22526.111 22810.984 23095.856 23380.729 23665.601 [50] 23950.473 $zden [,1] [,2] [,3] [,4] [,5] [1,] 9.465108e-07 9.853926e-07 7.480201e-07 4.146433e-07 1.684057e-07 [2,] 9.738783e-07 1.387128e-06 1.440544e-06 1.092212e-06 6.063251e-07 [3,] 6.834606e-07 1.331910e-06 1.892469e-06 1.962935e-06 1.490108e-06 [4,] 3.278443e-07 8.741290e-07 1.699424e-06 2.411785e-06 2.504414e-06 [5,] 1.079696e-07 3.936435e-07 1.046984e-06 2.033087e-06 2.888493e-06 [6,] 2.476334e-08 1.227267e-07 4.457222e-07 1.183558e-06 2.300355e-06 [7,] 4.294337e-09 2.739519e-08 1.335519e-07 4.821935e-07 1.279411e-06 [8,] 8.979649e-10 5.321835e-09 3.044343e-08 1.427815e-07 5.091702e-07 [9,] 4.231127e-10 1.765215e-09 7.716667e-09 3.621716e-08 1.562200e-07 [10,] 2.487353e-10 1.085944e-09 3.946763e-09 1.349223e-08 4.926889e-08 [11,] 1.187179e-10 6.404613e-10 2.689859e-09 9.077262e-09 2.663998e-08 [12,] 4.265343e-11 2.933671e-10 1.545703e-09 6.301306e-09 2.030199e-08 [13,] 1.156490e-11 1.005818e-10 6.771040e-10 3.489759e-09 1.386280e-08 [14,] 2.855152e-12 2.667555e-11 2.220013e-10 1.459657e-09 7.365323e-09 [15,] 1.116798e-12 7.465054e-12 5.915572e-11 4.603517e-10 2.940663e-09 [16,] 6.319640e-13 3.659135e-12 2.003184e-11 1.287157e-10 9.032081e-10 [17,] 2.966841e-13 2.131611e-12 1.168643e-11 5.503817e-11 2.814658e-10 [18,] 9.752355e-14 9.458038e-13 6.720961e-12 3.567339e-11 1.519473e-10 [19,] 2.188826e-14 2.899065e-13 2.798291e-12 1.973345e-11 1.027270e-10 [20,] 3.343413e-15 6.056775e-14 7.990641e-13 7.679781e-12 5.384209e-11 [21,] 3.474281e-16 8.610013e-15 1.553794e-13 2.041978e-12 1.954576e-11 [22,] 2.455917e-17 8.326273e-16 2.055575e-14 3.695422e-13 4.837870e-12 [23,] 1.180959e-18 5.477357e-17 1.849918e-15 4.549662e-14 8.148070e-13 [24,] 3.863011e-20 2.451104e-18 1.132511e-16 3.810380e-15 9.335592e-14 [25,] 8.595840e-22 7.461456e-20 4.716326e-18 2.170847e-16 7.276163e-15 [26,] 1.301140e-23 1.545107e-21 1.336098e-19 8.413240e-18 3.857769e-16 [27,] 1.339782e-25 2.176548e-23 2.574824e-21 2.218053e-19 1.391376e-17 [28,] 9.384850e-28 2.085744e-25 3.375512e-23 3.977988e-21 3.413782e-19 [29,] 4.472186e-30 1.359730e-27 3.010446e-25 4.853487e-23 5.698044e-21 [30,] 1.449959e-32 6.030974e-30 1.826688e-27 4.028900e-25 6.470795e-23 [31,] 3.199214e-35 1.820427e-32 7.543073e-30 2.275980e-27 5.000782e-25 [32,] 4.806768e-38 3.741787e-35 2.121045e-32 8.755198e-30 2.631672e-27 [33,] 4.925571e-41 5.245331e-38 4.067565e-35 2.296895e-32 9.444907e-30 [34,] 3.455458e-44 5.033839e-41 5.339965e-38 4.124987e-35 2.320369e-32 [35,] 1.674860e-47 3.337477e-44 4.842884e-41 5.117230e-38 3.937463e-35 [36,] 5.727413e-51 1.560902e-47 3.097703e-44 4.476611e-41 4.710966e-38 [37,] 1.441328e-54 5.370693e-51 1.457295e-47 2.879452e-44 4.143084e-41 [38,] 2.847418e-58 1.450145e-54 5.378050e-51 1.452389e-47 2.856223e-44 [39,] 4.659642e-62 3.242945e-58 1.643551e-54 6.065542e-51 1.630068e-47 [40,] 6.263572e-66 5.958473e-62 4.127686e-58 2.082183e-54 7.648547e-51 [41,] 6.504546e-70 8.460851e-66 8.014402e-62 5.527986e-58 2.776574e-54 [42,] 4.910986e-74 8.737012e-70 1.131926e-65 1.067851e-61 7.335829e-58 [43,] 2.599236e-78 6.325507e-74 1.121002e-69 1.446620e-65 1.359402e-61 [44,] 9.477561e-83 3.155203e-78 7.649270e-74 1.350359e-69 1.735897e-65 [45,] 2.363026e-87 1.076195e-82 3.569245e-78 8.619813e-74 1.515879e-69 [46,] 4.016245e-92 2.502299e-87 1.135327e-82 3.750932e-78 9.024067e-74 [47,] 4.647364e-97 3.961172e-92 2.458693e-87 1.111273e-82 3.657482e-78 [48,] 3.659417e-102 4.267049e-97 3.623327e-92 2.240387e-87 1.008750e-82 [49,] 1.960397e-107 3.127224e-102 3.632775e-97 3.072935e-92 1.892837e-87 [50,] 7.144515e-113 1.559146e-107 2.477799e-102 2.867347e-97 2.416237e-92 [,6] [,7] [,8] [,9] [,10] [1,] 5.052284e-08 1.142320e-08 2.041154e-09 3.158179e-10 4.685104e-11 [2,] 2.480646e-07 7.595641e-08 1.803699e-08 3.570090e-09 6.506539e-10 [3,] 8.324713e-07 3.465084e-07 1.104469e-07 2.850956e-08 6.502705e-09 [4,] 1.912170e-06 1.084651e-06 4.672037e-07 1.596531e-07 4.651408e-08 [5,] 3.015827e-06 2.334934e-06 1.365139e-06 6.241960e-07 2.365788e-07 [6,] 3.285020e-06 3.474443e-06 2.764461e-06 1.703096e-06 8.515938e-07 [7,] 2.496925e-06 3.607340e-06 3.909945e-06 3.257567e-06 2.168553e-06 [8,] 1.349825e-06 2.656183e-06 3.916643e-06 4.414894e-06 3.928501e-06 [9,] 5.414436e-07 1.429150e-06 2.845084e-06 4.319860e-06 5.130187e-06 [10,] 1.839116e-07 6.014732e-07 1.564368e-06 3.147613e-06 4.940831e-06 [11,] 7.779215e-08 2.413183e-07 7.179940e-07 1.806510e-06 3.643528e-06 [12,] 5.445862e-08 1.355910e-07 3.510827e-07 9.253682e-07 2.203939e-06 [13,] 4.313886e-08 1.091548e-07 2.441958e-07 5.446763e-07 1.263203e-06 [14,] 2.857157e-08 8.632957e-08 2.091577e-07 4.340167e-07 8.621520e-07 [15,] 1.452805e-08 5.511907e-08 1.621947e-07 3.791255e-07 7.428625e-07 [16,] 5.544878e-09 2.678413e-08 9.949978e-08 2.857722e-07 6.473668e-07 [17,] 1.697196e-09 9.816833e-09 4.617832e-08 1.680690e-07 4.720472e-07 [18,] 6.301172e-10 3.111736e-09 1.641768e-08 7.455597e-08 2.657185e-07 [19,] 4.112501e-10 1.447657e-09 5.698601e-09 2.621341e-08 1.130444e-07 [20,] 2.768870e-10 1.068324e-09 3.360743e-09 1.064268e-08 4.063198e-08 [21,] 1.363644e-10 6.954780e-10 2.625004e-09 7.695281e-09 2.041428e-08 [22,] 4.612527e-11 3.203943e-10 1.623978e-09 6.046569e-09 1.699235e-08 [23,] 1.062624e-11 1.009201e-10 6.981313e-10 3.520719e-09 1.299051e-08 [24,] 1.665554e-12 2.163835e-11 2.047152e-10 1.410542e-09 7.081666e-09 [25,] 1.775897e-13 3.156303e-12 4.084950e-11 3.849900e-10 2.642365e-09 [26,] 1.288104e-14 3.131920e-13 5.545183e-12 7.149380e-11 6.712281e-10 [27,] 6.355633e-16 2.114064e-14 5.120619e-13 9.031777e-12 1.160028e-10 [28,] 2.133288e-17 9.707515e-16 3.216709e-14 7.761790e-13 1.363816e-11 [29,] 4.871231e-19 3.032471e-17 1.374674e-15 4.537840e-14 1.090793e-12 [30,] 7.567797e-21 6.445052e-19 3.996947e-17 1.804999e-15 5.935659e-14 [31,] 8.001067e-23 9.321867e-21 7.908662e-19 4.885959e-17 2.198062e-15 [32,] 5.760201e-25 9.180971e-23 1.065577e-20 9.005911e-19 5.542603e-17 [33,] 2.828097e-27 6.166462e-25 9.790907e-23 1.132027e-20 9.530898e-19 [34,] 9.504549e-30 2.834988e-27 6.157666e-25 9.739310e-23 1.121717e-20 [35,] 2.206165e-32 9.001297e-30 2.674347e-27 5.785992e-25 9.115514e-23 [36,] 3.610034e-35 2.014459e-32 8.185630e-30 2.422107e-27 5.218892e-25 [37,] 4.340898e-38 3.311938e-35 1.840063e-32 7.444414e-30 2.193175e-27 [38,] 4.090205e-41 4.265261e-38 3.238886e-35 1.790988e-32 7.211662e-30 [39,] 3.189972e-44 4.545854e-41 4.717317e-38 3.564669e-35 1.961507e-32 [40,] 2.045899e-47 3.985073e-44 5.652487e-41 5.838282e-38 4.391134e-35 [41,] 1.015539e-50 2.704768e-47 5.245838e-44 7.408665e-41 7.619222e-38 [42,] 3.669719e-54 1.336786e-50 3.546029e-47 6.849549e-44 9.634449e-41 [43,] 9.302214e-58 4.635216e-54 1.681920e-50 4.444054e-47 8.550635e-44 [44,] 1.624963e-61 1.107664e-57 5.498256e-54 1.987374e-50 5.230936e-47 [45,] 1.941226e-65 1.810226e-61 1.229255e-57 6.078389e-54 2.188670e-50 [46,] 1.580922e-69 2.016804e-65 1.873568e-61 1.267397e-57 6.243107e-54 [47,] 8.765743e-74 1.529820e-69 1.944217e-65 1.799228e-61 1.212474e-57 [48,] 3.307418e-78 7.896591e-74 1.372914e-69 1.738136e-65 1.602394e-61 [49,] 8.490204e-83 2.773116e-78 6.595859e-74 1.142381e-69 1.440774e-65 [50,] 1.482668e-87 6.625113e-83 2.155739e-78 5.107819e-74 8.812919e-70 [,11] [,12] [,13] [,14] [,15] [1,] 6.729266e-12 8.581659e-13 8.993267e-14 7.541181e-15 5.096356e-16 [2,] 1.146083e-10 1.846276e-11 2.502297e-12 2.731886e-13 2.394423e-14 [3,] 1.404663e-09 2.823111e-10 4.897794e-11 6.933607e-12 7.880851e-13 [4,] 1.243913e-08 3.096381e-09 6.796757e-10 1.238528e-10 1.821278e-11 [5,] 7.956996e-08 2.454809e-08 6.751330e-09 1.568259e-09 2.967892e-10 [6,] 3.664743e-07 1.412876e-07 4.846298e-08 1.421066e-08 3.433629e-09 [7,] 1.211456e-06 5.908659e-07 2.532769e-07 9.311983e-08 2.847104e-08 [8,] 2.875313e-06 1.794613e-06 9.677832e-07 4.454047e-07 1.710849e-07 [9,] 4.932165e-06 3.965686e-06 2.709460e-06 1.565223e-06 7.529728e-07 [10,] 6.207221e-06 6.424667e-06 5.576538e-06 4.057548e-06 2.446757e-06 [11,] 5.884066e-06 7.760650e-06 8.513547e-06 7.795532e-06 5.901253e-06 [12,] 4.391686e-06 7.206564e-06 9.831162e-06 1.121719e-05 1.062375e-05 [13,] 2.798580e-06 5.422584e-06 8.907340e-06 1.237271e-05 1.445039e-05 [14,] 1.773761e-06 3.622051e-06 6.737077e-06 1.093299e-05 1.526554e-05 [15,] 1.347736e-06 2.494197e-06 4.687223e-06 8.304079e-06 1.318918e-05 [16,] 1.210237e-06 2.040005e-06 3.443095e-06 5.974487e-06 1.005373e-05 [17,] 1.039751e-06 1.867001e-06 2.958016e-06 4.605518e-06 7.419372e-06 [18,] 7.311180e-07 1.570432e-06 2.722251e-06 4.088061e-06 5.925006e-06 [19,] 3.935170e-07 1.062275e-06 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8.480802e-14 2.007685e-12 3.460972e-11 [34,] 9.407745e-19 5.745542e-17 2.555182e-15 8.274831e-14 1.951373e-12 [35,] 1.045759e-20 8.736265e-19 5.314538e-17 2.354246e-15 7.594203e-14 [36,] 8.188625e-23 9.355946e-21 7.784141e-19 4.716076e-17 2.080631e-15 [37,] 4.705052e-25 7.350222e-23 8.361499e-21 6.926519e-19 4.178219e-17 [38,] 2.114594e-27 4.515072e-25 7.020231e-23 7.948499e-21 6.553376e-19 [39,] 7.859751e-30 2.293370e-27 4.872925e-25 7.539640e-23 8.494897e-21 [40,] 2.405002e-32 9.591802e-30 2.785706e-27 5.891334e-25 9.072734e-23 [41,] 5.705942e-35 3.111643e-32 1.235670e-29 3.573193e-27 7.524128e-25 [42,] 9.868187e-38 7.360259e-35 3.997599e-32 1.581050e-29 4.553417e-27 [43,] 1.198016e-40 1.222284e-37 9.080965e-35 4.912829e-32 1.935425e-29 [44,] 1.002592e-43 1.399311e-40 1.422182e-37 1.052532e-34 5.672314e-32 [45,] 5.738746e-47 1.095718e-43 1.523462e-40 1.542423e-37 1.137157e-34 [46,] 2.239412e-50 5.849413e-47 1.112607e-43 1.541026e-40 1.554258e-37 [47,] 5.949824e-54 2.126086e-50 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6.969688e-19 4.164051e-17 1.811622e-15 5.739369e-14 1.324066e-12 [40,] 1.017442e-20 8.308593e-19 4.940769e-17 2.139461e-15 6.746264e-14 [41,] 1.153724e-22 1.288230e-20 1.047452e-18 6.201768e-17 2.673905e-15 [42,] 9.549368e-25 1.458335e-22 1.621769e-20 1.313289e-18 7.744275e-17 [43,] 5.552217e-27 1.159850e-24 1.764355e-22 1.954383e-20 1.576457e-18 [44,] 2.226027e-29 6.361299e-27 1.323764e-24 2.005921e-22 2.213433e-20 [45,] 6.104952e-32 2.386653e-29 6.794318e-27 1.408447e-24 2.126105e-22 [46,] 1.141515e-34 6.104988e-32 2.377596e-29 6.742625e-27 1.392418e-24 [47,] 1.453260e-37 1.063273e-34 5.664959e-32 2.197788e-29 6.209044e-27 [48,] 1.259025e-40 1.260187e-37 9.185142e-35 4.874991e-32 1.884134e-29 [49,] 7.420915e-44 1.016149e-40 1.013230e-37 7.356906e-35 3.889849e-32 [50,] 2.975624e-47 5.574134e-44 7.603748e-41 7.552908e-38 5.463253e-35 [,21] [,22] [,23] [,24] [,25] [1,] 4.588921e-25 5.448512e-27 4.742431e-29 3.016335e-31 1.399609e-33 [2,] 1.147596e-22 1.855019e-24 2.203319e-26 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3.108119e-12 [45,] 2.337070e-20 1.870707e-18 1.090392e-16 4.628123e-15 1.430453e-13 [46,] 2.093885e-22 2.292890e-20 1.828338e-18 1.061634e-16 4.488900e-15 [47,] 1.277340e-24 1.913529e-22 2.087404e-20 1.658148e-18 9.591501e-17 [48,] 5.302644e-27 1.086726e-24 1.621776e-22 1.762408e-20 1.394662e-18 [49,] 1.497658e-29 4.198943e-27 8.572547e-25 1.274456e-22 1.379707e-20 [50,] 2.877601e-32 1.103716e-29 3.082668e-27 6.269619e-25 9.285443e-23 [,26] [,27] [,28] [,29] [,30] [1,] 4.734475e-36 1.167533e-38 2.100933e-41 2.767331e-44 2.691579e-47 [2,] 5.618750e-33 1.895113e-35 4.664059e-38 8.400089e-41 1.116228e-43 [3,] 4.536577e-30 2.092650e-32 7.043720e-35 1.734596e-37 3.149344e-40 [4,] 2.492111e-27 1.572076e-29 7.236723e-32 2.436785e-34 6.045306e-37 [5,] 9.314814e-25 8.034709e-27 5.058011e-29 2.328800e-31 7.894696e-34 [6,] 2.369138e-22 2.793892e-24 2.405082e-26 1.514092e-28 7.014175e-31 [7,] 4.100796e-20 6.610273e-22 7.780489e-24 6.697079e-26 4.239796e-28 [8,] 4.831416e-18 1.064222e-19 1.712482e-21 2.015288e-23 1.743573e-25 [9,] 3.875304e-16 1.165994e-17 2.564549e-19 4.125901e-21 4.878269e-23 [10,] 2.116883e-14 8.695173e-16 2.613329e-17 5.747048e-19 9.285952e-21 [11,] 7.878605e-13 4.414471e-14 1.812286e-15 5.446809e-17 1.202641e-18 [12,] 1.999240e-11 1.526306e-12 8.554165e-14 3.512713e-15 1.059760e-16 [13,] 3.462901e-10 3.595817e-11 2.748871e-12 1.541688e-13 6.354226e-15 [14,] 4.102722e-09 5.777634e-10 6.016472e-11 4.605649e-12 2.592646e-13 [15,] 3.338407e-08 6.342680e-09 8.975916e-10 9.368618e-11 7.199717e-12 [16,] 1.882281e-07 4.775565e-08 9.142686e-09 1.298546e-09 1.361176e-10 [17,] 7.501124e-07 2.487977e-07 6.382101e-08 1.228384e-08 1.753241e-09 [18,] 2.204808e-06 9.159565e-07 3.081595e-07 7.962065e-08 1.541120e-08 [19,] 5.155427e-06 2.498418e-06 1.053331e-06 3.572704e-07 9.286182e-08 [20,] 1.043273e-05 5.501995e-06 2.689336e-06 1.139708e-06 3.882204e-07 [21,] 1.872633e-05 1.073039e-05 5.652404e-06 2.751312e-06 1.162564e-06 [22,] 2.855575e-05 1.886883e-05 1.077578e-05 5.608356e-06 2.686651e-06 [23,] 3.572953e-05 2.838533e-05 1.873910e-05 1.061940e-05 5.413783e-06 [24,] 3.732753e-05 3.538245e-05 2.797998e-05 1.843720e-05 1.034826e-05 [25,] 3.432604e-05 3.741614e-05 3.494153e-05 2.747373e-05 1.807612e-05 [26,] 2.926498e-05 3.522122e-05 3.750200e-05 3.448326e-05 2.696538e-05 [27,] 2.439033e-05 3.066452e-05 3.597432e-05 3.748338e-05 3.399816e-05 [28,] 2.130234e-05 2.585538e-05 3.168915e-05 3.633341e-05 3.719741e-05 [29,] 1.966552e-05 2.263631e-05 2.684894e-05 3.209825e-05 3.609647e-05 [30,] 1.749373e-05 2.076782e-05 2.353444e-05 2.723391e-05 3.179358e-05 [31,] 1.367866e-05 1.825568e-05 2.146170e-05 2.391364e-05 2.701090e-05 [32,] 9.111087e-06 1.402051e-05 1.856288e-05 2.163961e-05 2.376975e-05 [33,] 5.502104e-06 9.066362e-06 1.386715e-05 1.829165e-05 2.124874e-05 [34,] 3.659554e-06 5.218614e-06 8.600669e-06 1.315769e-05 1.740388e-05 [35,] 2.890032e-06 3.250973e-06 4.673609e-06 7.749082e-06 1.193966e-05 [36,] 2.170398e-06 2.436099e-06 2.740134e-06 3.958729e-06 6.625901e-06 [37,] 1.315074e-06 1.820856e-06 2.022438e-06 2.235348e-06 3.193662e-06 [38,] 6.363235e-07 1.173865e-06 1.609333e-06 1.745836e-06 1.832564e-06 [39,] 2.555796e-07 6.408686e-07 1.174145e-06 1.588975e-06 1.663304e-06 [40,] 8.488123e-08 2.906437e-07 7.250325e-07 1.319593e-06 1.763512e-06 [41,] 2.198301e-08 1.029071e-07 3.508113e-07 8.710593e-07 1.576487e-06 [42,] 4.167240e-09 2.668002e-08 1.243861e-07 4.222932e-07 1.044115e-06 [43,] 5.557212e-10 4.866809e-09 3.103681e-08 1.441305e-07 4.873995e-07 [44,] 5.113503e-11 6.126114e-10 5.344370e-09 3.395102e-08 1.570562e-07 [45,] 3.219480e-12 5.276470e-11 6.297182e-10 5.472599e-09 3.463270e-08 [46,] 1.382128e-13 3.098863e-12 5.059428e-11 6.015128e-10 5.207554e-09 [47,] 4.040110e-15 1.239212e-13 2.767852e-12 4.501782e-11 5.331773e-10 [48,] 8.036638e-17 3.372297e-15 1.030439e-13 2.292782e-12 3.714916e-11 [49,] 1.087656e-18 6.243707e-17 2.609986e-15 7.944713e-14 1.761018e-12 [50,] 1.001399e-20 7.864249e-19 4.497306e-17 1.872802e-15 5.679067e-14 [,31] [,32] [,33] [,34] [,35] [1,] 1.977346e-50 1.155304e-53 5.855760e-57 2.766111e-60 1.189236e-63 [2,] 1.118058e-46 8.868462e-50 6.067024e-53 3.859828e-56 2.244639e-59 [3,] 4.301740e-43 4.633881e-46 4.280096e-49 3.667079e-52 2.883500e-55 [4,] 1.126233e-39 1.648111e-42 2.055984e-45 2.372132e-48 2.521163e-51 [5,] 2.006317e-36 3.989824e-39 6.724554e-42 1.044792e-44 1.500383e-47 [6,] 2.431972e-33 6.574160e-36 1.497538e-38 3.133248e-41 6.077490e-44 [7,] 2.005873e-30 7.372928e-33 2.270704e-35 6.397998e-38 1.675652e-40 [8,] 1.125715e-27 5.627847e-30 2.344252e-32 8.895803e-35 3.144814e-37 [9,] 4.298632e-25 2.923732e-27 1.647775e-29 8.422019e-32 4.017532e-34 [10,] 1.116881e-22 1.033753e-24 7.885596e-27 5.429293e-29 3.493747e-31 [11,] 1.974526e-20 2.487589e-22 2.569275e-24 2.383275e-26 2.068267e-28 [12,] 2.375199e-18 4.073937e-20 5.699206e-22 7.123696e-24 8.335036e-26 [13,] 1.944126e-16 4.540674e-18 8.606751e-20 1.449910e-21 2.286694e-23 [14,] 1.082816e-14 3.444299e-16 8.848777e-18 2.009494e-19 4.270934e-21 [15,] 4.104091e-13 1.778118e-14 6.193563e-16 1.896449e-17 5.430719e-19 [16,] 1.058692e-11 6.247711e-13 2.951314e-14 1.218740e-15 4.701401e-17 [17,] 1.859284e-10 1.494299e-11 9.574785e-13 5.333487e-14 2.771098e-15 [18,] 2.224671e-09 2.433598e-10 2.115135e-11 1.589533e-12 1.112124e-13 [19,] 1.817098e-08 2.701039e-09 3.182805e-10 3.226775e-11 3.039376e-12 [20,] 1.018615e-07 2.047958e-08 3.265950e-09 4.463994e-10 5.657924e-11 [21,] 3.977769e-07 1.067998e-07 2.292276e-08 4.214355e-09 7.178750e-10 [22,] 1.126147e-06 3.905323e-07 1.110300e-07 2.725823e-08 6.218693e-09 [23,] 2.530344e-06 1.054183e-06 3.807034e-07 1.221767e-07 3.695465e-08 [24,] 5.148030e-06 2.344764e-06 9.876754e-07 3.921029e-07 1.527161e-07 [25,] 1.006758e-05 4.908594e-06 2.207281e-06 9.787767e-07 4.561250e-07 [26,] 1.775367e-05 9.875864e-06 4.789699e-06 2.195237e-06 1.082277e-06 [27,] 2.649179e-05 1.752591e-05 9.841348e-06 4.863371e-06 2.372041e-06 [28,] 3.340194e-05 2.601917e-05 1.739153e-05 9.987054e-06 5.166950e-06 [29,] 3.648322e-05 3.256849e-05 2.545515e-05 1.729312e-05 1.028787e-05 [30,] 3.517809e-05 3.523511e-05 3.137133e-05 2.467834e-05 1.713513e-05 [31,] 3.083286e-05 3.362338e-05 3.342908e-05 2.972214e-05 2.357699e-05 [32,] 2.628347e-05 2.938146e-05 3.157437e-05 3.112294e-05 2.759904e-05 [33,] 2.314659e-05 2.519138e-05 2.763496e-05 2.921450e-05 2.843977e-05 [34,] 2.029348e-05 2.210272e-05 2.385026e-05 2.575225e-05 2.671833e-05 [35,] 1.595736e-05 1.883274e-05 2.069538e-05 2.232474e-05 2.382385e-05 [36,] 1.035242e-05 1.409163e-05 1.697460e-05 1.898519e-05 2.063835e-05 [37,] 5.386723e-06 8.585513e-06 1.199592e-05 1.486596e-05 1.705004e-05 [38,] 2.491104e-06 4.183953e-06 6.829725e-06 9.869222e-06 1.267339e-05 [39,] 1.592096e-06 1.929735e-06 3.132226e-06 5.237325e-06 7.882650e-06 [40,] 1.780183e-06 1.527543e-06 1.541948e-06 2.292270e-06 3.900594e-06 [41,] 2.086539e-06 2.050525e-06 1.607269e-06 1.316177e-06 1.672842e-06 [42,] 1.880733e-06 2.471939e-06 2.388955e-06 1.766238e-06 1.209454e-06 [43,] 1.200275e-06 2.152844e-06 2.814534e-06 2.692233e-06 1.924927e-06 [44,] 5.290596e-07 1.297802e-06 2.318459e-06 3.017395e-06 2.866414e-06 [45,] 1.595969e-07 5.355601e-07 1.308704e-06 2.328836e-06 3.018398e-06 [46,] 3.282976e-08 1.507115e-07 5.038147e-07 1.226428e-06 2.174039e-06 [47,] 4.598369e-09 2.887890e-08 1.320696e-07 4.398149e-07 1.066554e-06 [48,] 4.383087e-10 3.765789e-09 2.356009e-08 1.073354e-07 3.560852e-07 [49,] 2.842460e-11 3.340947e-10 2.859499e-09 1.782195e-08 8.088455e-08 [50,] 1.254027e-12 2.016423e-11 2.361030e-10 2.013104e-09 1.249902e-08 [,36] [,37] [,38] [,39] [,40] [1,] 4.254961e-67 1.177888e-70 2.431957e-74 3.689138e-78 4.088363e-82 [2,] 1.092426e-62 4.127372e-66 1.164758e-69 2.416360e-73 3.662976e-77 [3,] 1.908352e-58 9.839036e-62 3.794904e-65 1.076650e-68 2.232499e-72 [4,] 2.268306e-54 1.595673e-57 8.411085e-61 3.263350e-64 9.255961e-68 [5,] 1.834564e-50 1.760582e-53 1.268228e-56 6.728789e-60 2.610551e-63 [6,] 1.009592e-46 1.321536e-49 1.300839e-52 9.437996e-56 5.008507e-59 [7,] 3.780542e-43 6.748734e-46 9.076932e-49 9.005342e-52 6.536686e-55 [8,] 9.633167e-40 2.344739e-42 4.308749e-45 5.845277e-48 5.803461e-51 [9,] 1.670272e-36 5.542262e-39 1.391389e-41 2.580963e-44 3.504961e-47 [10,] 1.970702e-33 8.912700e-36 3.056603e-38 7.752421e-41 1.439969e-43 [11,] 1.582279e-30 9.751466e-33 4.568032e-35 1.584083e-37 4.024414e-40 [12,] 8.645139e-28 7.258759e-30 4.644187e-32 2.201876e-34 7.651039e-37 [13,] 3.214405e-25 3.676173e-27 3.212090e-29 2.082037e-31 9.894927e-34 [14,] 8.133578e-23 1.266716e-24 1.511366e-26 1.339275e-28 8.705312e-31 [15,] 1.400610e-20 2.969670e-22 4.837801e-24 5.860417e-26 5.209858e-28 [16,] 1.641427e-18 4.736888e-20 1.053489e-21 1.744497e-23 2.121010e-25 [17,] 1.309216e-16 5.140956e-18 1.560711e-19 3.532647e-21 5.874076e-23 [18,] 7.107201e-15 3.796328e-16 1.572977e-17 4.866451e-19 1.106646e-20 [19,] 2.626148e-13 1.907540e-14 1.078556e-15 4.560541e-17 1.418269e-18 [20,] 6.605908e-12 6.522339e-13 5.031500e-14 2.907486e-15 1.236489e-16 [21,] 1.131549e-10 1.517813e-11 1.597047e-12 1.261047e-13 7.333487e-15 [22,] 1.320903e-09 2.404762e-10 3.449683e-11 3.721309e-12 2.958971e-13 [23,] 1.052856e-08 2.596155e-09 5.072838e-10 7.472960e-11 8.123070e-12 [24,] 5.760505e-08 1.913901e-08 5.083256e-09 1.021682e-09 1.517555e-10 [25,] 2.195713e-07 9.688928e-08 3.479086e-08 9.519763e-09 1.930348e-09 [26,] 6.074426e-07 3.419960e-07 1.636121e-07 6.061106e-08 1.673875e-08 [27,] 1.345582e-06 8.768524e-07 5.370293e-07 2.654040e-07 9.923790e-08 [28,] 2.775697e-06 1.797305e-06 1.281194e-06 8.125489e-07 4.051564e-07 [29,] 5.697474e-06 3.409485e-06 2.435231e-06 1.812039e-06 1.159533e-06 [30,] 1.067864e-05 6.411212e-06 4.234932e-06 3.216635e-06 2.427344e-06 [31,] 1.681232e-05 1.106883e-05 7.226744e-06 5.169370e-06 4.056085e-06 [32,] 2.208588e-05 1.623906e-05 1.135858e-05 8.031824e-06 6.091965e-06 [33,] 2.506064e-05 2.021097e-05 1.537049e-05 1.145320e-05 8.696020e-06 [34,] 2.554434e-05 2.224214e-05 1.803416e-05 1.421098e-05 1.127591e-05 [35,] 2.422093e-05 2.261535e-05 1.933118e-05 1.569629e-05 1.280978e-05 [36,] 2.187690e-05 2.180655e-05 1.981422e-05 1.652642e-05 1.336279e-05 [37,] 1.880296e-05 1.990126e-05 1.950987e-05 1.725421e-05 1.398961e-05 [38,] 1.499090e-05 1.684458e-05 1.787829e-05 1.732487e-05 1.497991e-05 [39,] 1.055531e-05 1.292060e-05 1.481159e-05 1.580074e-05 1.522020e-05 [40,] 6.152583e-06 8.632752e-06 1.094007e-05 1.276578e-05 1.368179e-05 [41,] 2.849705e-06 4.730030e-06 6.969876e-06 9.116321e-06 1.076756e-05 [42,] 1.244655e-06 2.065318e-06 3.607450e-06 5.573244e-06 7.475432e-06 [43,] 1.164700e-06 9.589078e-07 1.498776e-06 2.738884e-06 4.409475e-06 [44,] 2.011047e-06 1.127887e-06 7.644056e-07 1.092688e-06 2.064899e-06 [45,] 2.852265e-06 1.978436e-06 1.061125e-06 6.195784e-07 7.963568e-07 [46,] 2.806630e-06 2.640199e-06 1.817344e-06 9.489684e-07 4.980009e-07 [47,] 1.883412e-06 2.422019e-06 2.268942e-06 1.552705e-06 7.970829e-07 [48,] 8.602214e-07 1.513261e-06 1.938547e-06 1.808798e-06 1.231738e-06 [49,] 2.673134e-07 6.433114e-07 1.127373e-06 1.438692e-06 1.337167e-06 [50,] 5.651069e-08 1.860503e-07 4.460412e-07 7.786914e-07 9.899341e-07 [,41] [,42] [,43] [,44] [,45] [1,] 3.303143e-86 1.944166e-90 8.333941e-95 2.601574e-99 5.913909e-104 [2,] 4.048488e-81 3.259805e-85 1.911639e-89 8.163758e-94 2.538796e-98 [3,] 3.375436e-76 3.718099e-80 2.982855e-84 1.742669e-88 7.413988e-93 [4,] 1.914426e-71 2.884838e-75 3.166135e-79 2.530526e-83 1.472810e-87 [5,] 7.386293e-67 1.522654e-70 2.286156e-74 2.499689e-78 1.990313e-82 [6,] 1.938555e-62 5.466932e-66 1.122910e-69 1.679667e-73 1.829607e-77 [7,] 3.460999e-58 1.335234e-61 3.751929e-65 7.677706e-69 1.144103e-72 [8,] 4.203427e-54 2.218449e-57 8.527916e-61 2.387362e-64 4.866885e-68 [9,] 3.472724e-50 2.507294e-53 1.318544e-56 5.049727e-60 1.408315e-63 [10,] 1.951681e-46 1.927668e-49 1.386810e-52 7.265885e-56 2.772167e-59 [11,] 7.461489e-43 1.008177e-45 9.922409e-49 7.111919e-52 3.712077e-55 [12,] 1.940474e-39 3.586792e-42 4.829269e-45 4.735316e-48 3.381256e-51 [13,] 3.432910e-36 8.680542e-39 1.598883e-41 2.144777e-44 2.095125e-47 [14,] 4.131372e-33 1.429105e-35 3.601047e-38 6.608334e-41 8.831185e-44 [15,] 3.382152e-30 1.600469e-32 5.517037e-35 1.385054e-37 2.532167e-40 [16,] 1.883495e-27 1.219276e-29 5.749819e-32 1.974750e-34 4.938974e-37 [17,] 7.135311e-25 6.318772e-27 4.076414e-29 1.915287e-31 6.553258e-34 [18,] 1.838780e-22 2.227565e-24 1.965933e-26 1.263633e-28 5.914842e-31 [19,] 3.223464e-20 5.341980e-22 6.449596e-24 5.671289e-26 3.631637e-28 [20,] 3.844070e-18 8.714590e-20 1.439355e-21 1.731464e-23 1.516814e-25 [21,] 3.118443e-16 9.670855e-18 2.185115e-19 3.595960e-21 4.309546e-23 [22,] 1.720977e-14 7.300694e-16 2.256616e-17 5.080321e-19 8.329222e-21 [23,] 6.461327e-13 3.749329e-14 1.585336e-15 4.882508e-17 1.095092e-18 [24,] 1.650539e-11 1.309958e-12 7.576661e-14 3.192101e-15 9.794288e-17 [25,] 2.869439e-10 3.114080e-11 2.463508e-12 1.419728e-13 5.959055e-15 [26,] 3.396998e-09 5.038513e-10 5.450264e-11 4.296000e-12 2.466516e-13 [27,] 2.742382e-08 5.552309e-09 8.207615e-10 8.845617e-11 6.945906e-12 [28,] 1.514784e-07 4.173984e-08 8.419842e-09 1.239863e-09 1.331075e-10 [29,] 5.771484e-07 2.148886e-07 5.895236e-08 1.184160e-08 1.736641e-09 [30,] 1.546905e-06 7.646995e-07 2.829846e-07 7.723304e-08 1.544305e-08 [31,] 3.051540e-06 1.922856e-06 9.413211e-07 3.458069e-07 9.384322e-08 [32,] 4.835553e-06 3.587803e-06 2.224730e-06 1.076224e-06 3.921000e-07 [33,] 6.861203e-06 5.427660e-06 3.941155e-06 2.395597e-06 1.142924e-06 [34,] 9.090797e-06 7.342712e-06 5.726641e-06 4.045097e-06 2.401608e-06 [35,] 1.077999e-05 9.115447e-06 7.440890e-06 5.676649e-06 3.881324e-06 [36,] 1.124781e-05 9.959481e-06 8.722587e-06 7.124110e-06 5.286663e-06 [37,] 1.118300e-05 9.620067e-06 8.855044e-06 7.933959e-06 6.433921e-06 [38,] 1.180826e-05 9.256919e-06 8.018438e-06 7.550480e-06 6.838750e-06 [39,] 1.296741e-05 9.983822e-06 7.620423e-06 6.518276e-06 6.158083e-06 [40,] 1.316026e-05 1.114794e-05 8.449961e-06 6.252674e-06 5.170997e-06 [41,] 1.155627e-05 1.112702e-05 9.445502e-06 7.111667e-06 5.100015e-06 [42,] 8.866266e-06 9.477446e-06 9.134885e-06 7.812185e-06 5.887157e-06 [43,] 6.013337e-06 7.100061e-06 7.510474e-06 7.231917e-06 6.245911e-06 [44,] 3.431818e-06 4.716136e-06 5.501130e-06 5.722901e-06 5.486935e-06 [45,] 1.532987e-06 2.602546e-06 3.577002e-06 4.099280e-06 4.172949e-06 [46,] 5.733818e-07 1.107538e-06 1.902431e-06 2.601144e-06 2.919653e-06 [47,] 3.879568e-07 4.019493e-07 7.692250e-07 1.326983e-06 1.799173e-06 [48,] 6.249038e-07 2.880804e-07 2.706373e-07 5.082196e-07 8.759149e-07 [49,] 9.065233e-07 4.558272e-07 2.017276e-07 1.731562e-07 3.168445e-07 [50,] 9.165283e-07 6.187432e-07 3.088583e-07 1.323517e-07 1.044763e-07 [,46] [,47] [,48] [,49] [,50] [1,] 9.789540e-109 1.180035e-113 1.035792e-118 6.620611e-124 3.081528e-129 [2,] 5.749298e-103 9.480841e-108 1.138477e-112 9.955179e-118 6.338938e-123 [3,] 2.296880e-97 5.181670e-102 8.512293e-107 1.018289e-111 8.870290e-117 [4,] 6.242126e-92 1.926475e-96 4.329521e-101 7.085387e-106 8.443646e-111 [5,] 1.154002e-86 4.872337e-91 1.498005e-95 3.353797e-100 5.467679e-105 [6,] 1.451251e-81 8.382479e-86 3.525722e-90 1.079869e-94 2.408444e-99 [7,] 1.241507e-76 9.810215e-81 5.644865e-85 2.365244e-89 7.216741e-94 [8,] 7.224946e-72 7.810230e-76 6.148067e-80 3.524200e-84 1.471043e-88 [9,] 2.860109e-67 4.229717e-71 4.554970e-75 3.571963e-79 2.039724e-83 [10,] 7.701965e-63 1.558223e-66 2.295638e-70 2.462772e-74 1.923925e-78 [11,] 1.410907e-58 3.905048e-62 7.870454e-66 1.155102e-69 1.234480e-73 [12,] 1.758162e-54 6.657116e-58 1.835520e-61 3.685352e-65 5.388182e-69 [13,] 1.490356e-50 7.719990e-54 2.911985e-57 7.998500e-61 1.599821e-64 [14,] 8.594064e-47 6.090107e-50 3.142657e-53 1.180908e-56 3.231309e-60 [15,] 3.371097e-43 3.268112e-46 2.307112e-49 1.186007e-52 4.439653e-56 [16,] 8.995282e-40 1.192999e-42 1.152155e-45 8.102685e-49 4.149449e-52 [17,] 1.632806e-36 2.962508e-39 3.914085e-42 3.765719e-45 2.638208e-48 [18,] 2.016136e-33 5.004307e-36 9.045116e-39 1.190505e-41 1.141016e-44 [19,] 1.693473e-30 5.750449e-33 1.421908e-35 2.560284e-38 3.356978e-41 [20,] 9.676254e-28 4.495006e-30 1.520546e-32 3.745551e-35 6.718552e-38 [21,] 3.761015e-25 2.390161e-27 1.106104e-29 3.727446e-32 9.146834e-35 [22,] 9.944346e-23 8.645646e-25 5.473504e-27 2.523366e-29 8.471090e-32 [23,] 1.788625e-20 2.127350e-22 1.842493e-24 1.162037e-26 5.336770e-29 [24,] 2.188446e-18 3.560839e-20 4.219079e-22 3.640246e-24 2.287117e-26 [25,] 1.821495e-16 4.054508e-18 6.572036e-20 7.757305e-22 6.667566e-24 [26,] 1.031354e-14 3.140538e-16 6.964000e-18 1.124516e-19 1.322270e-21 [27,] 3.972760e-13 1.654847e-14 5.019915e-16 1.108907e-17 1.783795e-19 [28,] 1.041186e-11 5.932305e-13 2.461650e-14 7.438859e-16 1.636992e-17 [29,] 1.857028e-10 1.446948e-11 8.212470e-13 3.394782e-14 1.021952e-15 [30,] 2.255307e-09 2.401978e-10 1.864240e-11 1.054009e-12 4.340243e-14 [31,] 1.867475e-08 2.715537e-09 2.880406e-10 2.226771e-11 1.254104e-12 [32,] 1.057541e-07 2.094006e-08 3.031538e-09 3.202392e-10 2.465892e-11 [33,] 4.125554e-07 1.105363e-07 2.177275e-08 3.137859e-09 3.300907e-10 [34,] 1.127688e-06 4.028577e-07 1.071664e-07 2.099315e-08 3.011443e-09 [35,] 2.242790e-06 1.034129e-06 3.651648e-07 9.638301e-08 1.877115e-08 [36,] 3.484274e-06 1.952481e-06 8.818019e-07 3.073261e-07 8.042340e-08 [37,] 4.626308e-06 2.928926e-06 1.585855e-06 6.995448e-07 2.402209e-07 [38,] 5.474095e-06 3.804680e-06 2.307609e-06 1.202905e-06 5.166402e-07 [39,] 5.572973e-06 4.383090e-06 2.940780e-06 1.705495e-06 8.529810e-07 [40,] 4.795856e-06 4.286311e-06 3.299743e-06 2.136190e-06 1.183332e-06 [41,] 4.003160e-06 3.563840e-06 3.108113e-06 2.333815e-06 1.458000e-06 [42,] 4.104677e-06 3.020743e-06 2.527411e-06 2.123837e-06 1.549731e-06 [43,] 4.735132e-06 3.226339e-06 2.215994e-06 1.712083e-06 1.367804e-06 [44,] 4.785517e-06 3.659085e-06 2.449819e-06 1.573962e-06 1.109219e-06 [45,] 3.968280e-06 3.488980e-06 2.692013e-06 1.779512e-06 1.076786e-06 [46,] 2.898383e-06 2.723397e-06 2.407203e-06 1.872715e-06 1.226756e-06 [47,] 1.975954e-06 1.909499e-06 1.766945e-06 1.565121e-06 1.225735e-06 [48,] 1.175898e-06 1.264172e-06 1.188751e-06 1.080383e-06 9.559051e-07 [49,] 5.437207e-07 7.224568e-07 7.612918e-07 6.970011e-07 6.209212e-07 [50,] 1.853280e-07 3.159797e-07 4.156478e-07 4.300401e-07 3.838101e-07 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(y,z) > (r<-lm(z ~ y)) Call: lm(formula = z ~ y) Coefficients: (Intercept) y 2991.772 3.614 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7w4u41226424330.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z)) > op $xords [1] 8056.902 8285.333 8513.763 8742.194 8970.624 9199.055 9427.485 [8] 9655.916 9884.346 10112.777 10341.207 10569.638 10798.068 11026.499 [15] 11254.929 11483.360 11711.791 11940.221 12168.652 12397.082 12625.513 [22] 12853.943 13082.374 13310.804 13539.235 13767.665 13996.096 14224.526 [29] 14452.957 14681.387 14909.818 15138.248 15366.679 15595.109 15823.540 [36] 16051.971 16280.401 16508.832 16737.262 16965.693 17194.123 17422.554 [43] 17650.984 17879.415 18107.845 18336.276 18564.706 18793.137 19021.567 [50] 19249.998 $yords [1] 9991.727 10276.599 10561.471 10846.344 11131.216 11416.089 11700.961 [8] 11985.833 12270.706 12555.578 12840.451 13125.323 13410.195 13695.068 [15] 13979.940 14264.812 14549.685 14834.557 15119.430 15404.302 15689.174 [22] 15974.047 16258.919 16543.791 16828.664 17113.536 17398.409 17683.281 [29] 17968.153 18253.026 18537.898 18822.770 19107.643 19392.515 19677.388 [36] 19962.260 20247.132 20532.005 20816.877 21101.749 21386.622 21671.494 [43] 21956.367 22241.239 22526.111 22810.984 23095.856 23380.729 23665.601 [50] 23950.473 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.821150e-06 4.798582e-09 6.855903e-14 1.113694e-15 1.459581e-21 [2,] 2.849380e-09 2.568886e-06 8.127355e-09 2.336635e-13 4.557130e-15 [3,] 7.712280e-18 4.953989e-09 3.406954e-06 1.470184e-08 8.034891e-13 [4,] 3.588970e-32 1.660853e-17 8.067304e-09 4.261637e-06 2.745248e-08 [5,] 2.878400e-52 9.580831e-32 3.349711e-17 1.230855e-08 5.055683e-06 [6,] 4.067900e-78 9.571387e-52 2.397704e-31 6.329276e-17 1.760550e-08 [7,] 1.192719e-109 1.751593e-77 3.009541e-51 5.636214e-31 1.121195e-16 [8,] 1.299796e-146 8.223073e-109 7.581745e-77 9.083570e-51 1.250567e-30 [9,] 5.868419e-189 1.766140e-145 6.624361e-108 3.539885e-76 2.723357e-50 [10,] 5.972603e-237 1.179000e-187 2.519212e-144 6.139193e-107 1.914544e-75 [11,] 1.112612e-290 1.542244e-235 2.268552e-186 3.558221e-143 6.080899e-106 [12,] 0.000000e+00 3.647261e-289 3.770291e-234 4.143163e-185 4.834253e-142 [13,] 0.000000e+00 0.000000e+00 1.139664e-287 8.739629e-233 7.168612e-184 [14,] 0.000000e+00 0.000000e+00 0.000000e+00 3.425221e-286 1.927876e-231 [15,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.008223e-284 [16,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [17,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [18,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [19,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [20,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [21,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [22,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [23,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [24,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [25,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [26,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [27,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [28,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [29,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [30,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [31,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [32,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [33,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [34,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [35,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [36,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [37,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [38,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [39,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [40,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [41,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [42,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [43,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [44,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,6] [,7] [,8] [,9] [,10] [1,] 2.011245e-33 2.905257e-51 4.398815e-75 6.982471e-105 1.161891e-140 [2,] 4.517217e-21 4.704657e-33 5.136032e-51 5.878123e-75 7.052324e-105 [3,] 1.746336e-14 1.309050e-20 1.030397e-32 8.502625e-51 7.355024e-75 [4,] 2.713421e-12 6.266995e-14 3.551945e-20 2.113256e-32 1.318016e-50 [5,] 5.114808e-08 8.843272e-12 2.106043e-13 9.024770e-20 4.058281e-32 [6,] 5.742550e-06 9.288515e-08 2.754870e-11 6.627579e-13 2.147081e-19 [7,] 2.363663e-08 6.342562e-06 1.622340e-07 8.165626e-11 1.953031e-12 [8,] 1.865450e-16 2.986296e-08 6.967362e-06 2.706985e-07 2.299007e-10 [9,] 2.651487e-30 2.928434e-16 3.569510e-08 7.821244e-06 4.302108e-07 [10,] 8.647483e-50 5.528851e-30 4.385814e-16 4.081028e-08 9.175093e-06 [11,] 1.204930e-74 3.140430e-49 1.200495e-29 6.428832e-16 4.559156e-08 [12,] 6.028966e-105 8.255684e-74 1.336829e-48 2.935063e-29 9.706834e-16 [13,] 6.243619e-141 5.777926e-104 5.734845e-73 6.311535e-48 8.427172e-29 [14,] 1.175743e-182 7.642939e-140 5.275968e-103 3.874692e-72 3.064873e-47 [15,] 4.068788e-230 1.833349e-181 8.872541e-139 4.570593e-102 2.500836e-71 [16,] 3.006632e-283 8.300877e-229 2.728682e-180 9.788924e-138 3.755472e-101 [17,] 0.000000e+00 9.608778e-282 1.669491e-227 3.901849e-179 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0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [27,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [28,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [29,] 3.735903e-308 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [30,] 3.530394e-252 2.003482e-309 0.000000e+00 0.000000e+00 0.000000e+00 [31,] 5.924596e-202 2.409013e-253 1.028145e-310 0.000000e+00 0.000000e+00 [32,] 1.816277e-157 5.265473e-203 1.603532e-254 5.128267e-312 0.000000e+00 [33,] 1.057420e-118 2.172717e-158 4.693440e-204 1.065659e-255 2.543294e-313 [34,] 1.209624e-85 1.755096e-119 2.677814e-159 4.296056e-205 7.247730e-257 [35,] 2.733518e-58 2.805033e-86 3.025062e-120 3.428891e-160 4.085588e-206 [36,] 1.186797e-36 8.660091e-59 6.635272e-87 5.338790e-121 4.511594e-161 [37,] 9.513646e-21 4.964348e-37 2.718001e-59 1.561542e-87 9.414742e-122 [38,] 1.363813e-10 5.108838e-21 2.007092e-37 8.270237e-60 3.574290e-88 [39,] 3.428563e-06 9.239731e-11 2.610982e-21 7.736405e-38 2.403645e-60 [40,] 5.180480e-06 2.903286e-06 5.908242e-11 1.260589e-21 2.819825e-38 [41,] 2.335641e-05 4.565332e-06 2.310793e-06 3.552536e-11 5.725729e-22 [42,] 1.107611e-05 2.043912e-05 3.897605e-06 1.725615e-06 2.004595e-11 [43,] 1.218674e-08 9.962037e-06 1.793410e-05 3.198244e-06 1.207880e-06 [44,] 4.429592e-17 1.435439e-08 8.503182e-06 1.560327e-05 2.506380e-06 [45,] 2.823328e-31 6.474185e-17 1.583639e-08 6.877504e-06 1.328818e-05 [46,] 3.093988e-51 5.112473e-31 8.860448e-17 1.636251e-08 5.268219e-06 [47,] 5.826006e-77 6.940878e-51 8.668545e-31 1.135456e-16 1.583230e-08 [48,] 1.885060e-108 1.619217e-76 1.458031e-50 1.376284e-30 1.362502e-16 [49,] 1.047974e-145 6.490373e-108 4.213775e-76 2.867773e-50 2.046013e-30 [50,] 1.001060e-188 4.470119e-145 2.092479e-107 1.026770e-75 5.281662e-50 [,46] [,47] [,48] [,49] [,50] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [13,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [14,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [15,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [16,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [17,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [18,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [19,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [20,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [21,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [22,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [23,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [24,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [25,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [26,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [27,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [28,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [29,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [30,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [31,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [32,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [33,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [34,] 1.285642e-314 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [35,] 5.117464e-258 6.739762e-316 0.000000e+00 0.000000e+00 0.000000e+00 [36,] 4.004689e-207 3.734700e-259 3.659153e-317 0.000000e+00 0.000000e+00 [37,] 5.957400e-162 3.957078e-208 2.758968e-260 2.019810e-318 0.000000e+00 [38,] 1.620357e-122 7.706050e-163 3.844367e-209 2.012360e-261 1.105274e-319 [39,] 7.830924e-89 2.675477e-123 9.585149e-164 3.601630e-210 1.419343e-262 [40,] 6.613210e-61 1.626174e-89 4.192274e-124 1.133273e-164 3.212196e-211 [41,] 9.674545e-39 1.713775e-61 3.182496e-90 6.196289e-125 1.264811e-165 [42,] 2.441236e-22 3.116703e-39 4.171162e-62 5.852485e-91 8.608523e-126 [43,] 1.060388e-11 9.758994e-23 9.414933e-40 9.522146e-63 1.009591e-91 [44,] 7.921083e-07 5.255533e-12 3.655353e-23 2.665243e-40 2.037192e-63 [45,] 1.866644e-06 4.865338e-07 2.439731e-12 1.282521e-23 7.067604e-41 [46,] 1.094782e-05 1.316243e-06 2.798636e-07 1.060693e-12 4.214278e-24 [47,] 3.823316e-06 8.645537e-06 8.763104e-07 1.507504e-07 4.318349e-13 [48,] 1.434581e-08 2.632049e-06 6.501053e-06 5.497037e-07 7.603754e-08 [49,] 1.530886e-16 1.217243e-08 1.722323e-06 4.633924e-06 3.243993e-07 [50,] 2.848073e-30 1.610596e-16 9.671671e-09 1.074256e-06 3.121703e-06 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,z) > (r<-lm(z ~ x)) Call: lm(formula = z ~ x) Coefficients: (Intercept) x 82.99 1.24 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1ctt31226424330.ps tmp/1ctt31226424330.png") > system("convert tmp/23lnh1226424330.ps tmp/23lnh1226424330.png") > system("convert tmp/31o2w1226424330.ps tmp/31o2w1226424330.png") > system("convert tmp/4x86m1226424330.ps tmp/4x86m1226424330.png") > system("convert tmp/5yxl11226424330.ps tmp/5yxl11226424330.png") > system("convert tmp/63ntw1226424330.ps tmp/63ntw1226424330.png") > system("convert tmp/7w4u41226424330.ps tmp/7w4u41226424330.png") > > > proc.time() user system elapsed 2.213 1.287 2.535