R version 2.6.0 (2007-10-03) Copyright (C) 2007 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > z <- c(96.7,88.0,96.7,106.8,114.3,105.7,90.1,91.6,97.7,100.8,104.6,95.9,102.7,104.0,107.9,113.8,113.8,123.1,125.1,137.6,134.0,140.3,152.1,150.6,167.3,153.2,142.0,154.4,158.5,180.9,181.3,172.4,192.0,199.3,215.4,214.3,201.5,190.5,196.0,215.7,209.4,214.1,237.8,239.0,237.8,251.5,248.8,215.4,201.2,203.1,214.2,188.9,203.0,213.3,228.5,228.2,240.9,258.8,248.5,269.2) > y <- c(96.9,98.0,97.9,100.9,103.9,103.1,102.5,104.3,102.6,101.7,102.8,105.4,110.9,113.5,116.3,124.0,128.8,133.5,132.6,128.4,127.3,126.7,123.3,123.2,124.4,128.2,128.7,135.7,139.0,145.4,142.4,137.7,137.0,137.1,139.3,139.6,140.4,142.3,148.3,157.7,161.6,161.7,171.8,185.1,176.7,184.4,183.0,180.9,187.0,189.9,193.8,194.5,198.7,204.7,213.2,214.7,211.0,213.2,206.3,210.8) > x <- c(96.8,91.2,97.1,104.9,110.9,104.8,94.1,95.8,99.3,101.1,104.0,99.0,105.4,107.1,110.7,117.1,118.7,126.5,127.5,134.6,131.8,135.9,142.7,141.7,153.4,145.0,137.7,148.3,152.2,169.4,168.6,161.1,174.1,179.0,190.6,190.0,181.6,174.8,180.5,196.8,193.8,197.0,216.3,221.4,217.9,229.7,227.4,204.2,196.6,198.8,207.5,190.7,201.6,210.5,223.5,223.8,231.2,244.0,234.7,250.2) > par7 = 'totaal ' > par6 = 'excl energie' > par5 = 'incl energie' > 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1eoph1194257990.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2j8i91194257991.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/32rf41194257991.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4819w1194257991.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5k8r41194257991.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 29.0069 0.7235 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/69ul01194257991.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] 78.47227 81.62850 84.78474 87.94097 91.09720 94.25344 97.40967 [8] 100.56591 103.72214 106.87837 110.03461 113.19084 116.34708 119.50331 [15] 122.65954 125.81578 128.97201 132.12825 135.28448 138.44071 141.59695 [22] 144.75318 147.90942 151.06565 154.22188 157.37812 160.53435 163.69058 [29] 166.84682 170.00305 173.15929 176.31552 179.47175 182.62799 185.78422 [36] 188.94046 192.09669 195.25292 198.40916 201.56539 204.72163 207.87786 [43] 211.03409 214.19033 217.34656 220.50280 223.65903 226.81526 229.97150 [50] 233.12773 $yords [1] 60.83259 65.63942 70.44626 75.25309 80.05992 84.86676 89.67359 [8] 94.48042 99.28725 104.09409 108.90092 113.70775 118.51459 123.32142 [15] 128.12825 132.93509 137.74192 142.54875 147.35559 152.16242 156.96925 [22] 161.77608 166.58292 171.38975 176.19658 181.00342 185.81025 190.61708 [29] 195.42392 200.23075 205.03758 209.84441 214.65125 219.45808 224.26491 [36] 229.07175 233.87858 238.68541 243.49225 248.29908 253.10591 257.91275 [43] 262.71958 267.52641 272.33324 277.14008 281.94691 286.75374 291.56058 [50] 296.36741 $zden [,1] [,2] [,3] [,4] [,5] [1,] 4.979876e-03 6.260350e-03 6.638855e-03 5.769145e-03 3.976137e-03 [2,] 5.631206e-03 8.088786e-03 9.824802e-03 1.009822e-02 8.517861e-03 [3,] 5.287818e-03 8.911840e-03 1.229789e-02 1.443009e-02 1.437751e-02 [4,] 3.992765e-03 8.213571e-03 1.321470e-02 1.750997e-02 1.984455e-02 [5,] 2.370680e-03 6.131887e-03 1.197568e-02 1.837522e-02 2.336419e-02 [6,] 1.109888e-03 3.633511e-03 8.866974e-03 1.641185e-02 2.398598e-02 [7,] 4.275340e-04 1.726123e-03 5.272600e-03 1.209879e-02 2.117473e-02 [8,] 1.473543e-04 6.936554e-04 2.564776e-03 7.267748e-03 1.561688e-02 [9,] 4.842410e-05 2.559233e-04 1.085920e-03 3.655337e-03 9.550287e-03 [10,] 1.459064e-05 8.940057e-05 4.289166e-04 1.642484e-03 5.013583e-03 [11,] 3.649418e-06 2.765209e-05 1.573171e-04 6.910329e-04 2.398743e-03 [12,] 7.024555e-07 6.895072e-06 4.934674e-05 2.626200e-04 1.065369e-03 [13,] 1.001699e-07 1.304201e-06 1.218924e-05 8.271551e-05 4.142959e-04 [14,] 1.040805e-08 1.817315e-07 2.259790e-06 2.014488e-05 1.300036e-04 [15,] 7.823172e-10 1.841493e-08 3.073823e-07 3.653554e-06 3.110845e-05 [16,] 4.240440e-11 1.349093e-09 3.036270e-08 4.847440e-07 5.511493e-06 [17,] 1.657810e-12 7.130720e-11 2.167986e-09 4.666240e-08 7.128416e-07 [18,] 4.744236e-14 2.733094e-12 1.119251e-10 3.249016e-09 6.686926e-08 [19,] 1.116667e-15 8.001381e-14 4.268095e-12 1.648342e-10 4.551023e-09 [20,] 3.554476e-17 2.445360e-15 1.413037e-13 6.559772e-12 2.316845e-10 [21,] 2.046906e-18 1.373161e-16 7.127100e-15 3.037032e-13 1.096941e-11 [22,] 1.194564e-19 1.007004e-17 6.053944e-16 2.648325e-14 8.768290e-13 [23,] 5.283018e-21 5.989448e-19 4.774849e-17 2.684159e-15 1.070984e-13 [24,] 1.688054e-22 2.597755e-20 2.806128e-18 2.128441e-16 1.134559e-14 [25,] 3.873596e-24 8.100760e-22 1.188885e-19 1.224543e-17 8.852832e-16 [26,] 6.379025e-26 1.813113e-23 3.616477e-21 5.062178e-19 4.972742e-17 [27,] 7.538147e-28 2.912070e-25 7.894551e-23 1.501893e-20 2.005152e-18 [28,] 6.392106e-30 3.356209e-27 1.236636e-24 3.197562e-22 5.802172e-20 [29,] 3.889448e-32 2.775627e-29 1.390023e-26 4.885017e-24 1.204769e-21 [30,] 1.698245e-34 1.647183e-31 1.121168e-28 5.355282e-26 1.795094e-23 [31,] 5.320817e-37 7.014361e-34 6.489110e-31 4.212739e-28 1.919274e-25 [32,] 1.196251e-39 2.143388e-36 2.695045e-33 2.378009e-30 1.472495e-27 [33,] 1.929892e-42 4.699803e-39 8.031810e-36 9.632276e-33 8.106574e-30 [34,] 2.234140e-45 7.394786e-42 1.717623e-38 2.799699e-35 3.202492e-32 [35,] 1.855896e-48 8.349053e-45 2.635772e-41 5.839285e-38 9.078304e-35 [36,] 1.106276e-51 6.764185e-48 2.902382e-44 8.739259e-41 1.846665e-37 [37,] 4.731938e-55 3.932418e-51 2.293334e-47 9.385460e-44 2.695488e-40 [38,] 1.452384e-58 1.640478e-54 1.300309e-50 7.232744e-47 2.823277e-43 [39,] 3.198820e-62 4.910745e-58 5.290443e-54 3.999602e-50 2.121952e-46 [40,] 5.055503e-66 1.054850e-61 1.544556e-57 1.587072e-53 1.144416e-49 [41,] 5.733321e-70 1.625926e-65 3.235805e-61 4.519013e-57 4.428936e-53 [42,] 4.665653e-74 1.798356e-69 4.864360e-65 9.233263e-61 1.229928e-56 [43,] 2.724507e-78 1.427314e-73 5.247325e-69 1.353741e-64 2.450917e-60 [44,] 1.141636e-82 8.128825e-78 4.061765e-73 1.424232e-68 3.504629e-64 [45,] 3.432683e-87 3.322021e-82 2.256098e-77 1.075207e-72 3.596019e-68 [46,] 7.406382e-92 9.741889e-87 8.992227e-82 5.824650e-77 2.647696e-72 [47,] 1.146693e-96 2.049994e-91 2.571847e-86 2.264205e-81 1.398887e-76 [48,] 1.273942e-101 3.095450e-96 5.278188e-91 6.315735e-86 5.303459e-81 [49,] 1.015601e-106 3.354021e-101 7.773119e-96 1.264162e-90 1.442801e-85 [50,] 5.809762e-112 2.607771e-106 8.214243e-101 1.815696e-95 2.816537e-90 [,6] [,7] [,8] [,9] [,10] [1,] 2.133486e-03 8.874122e-04 2.883915e-04 7.612776e-05 1.912791e-05 [2,] 5.708984e-03 2.989371e-03 1.221327e-03 3.959966e-04 1.093055e-04 [3,] 1.177865e-02 7.686679e-03 3.937803e-03 1.590077e-03 5.230484e-04 [4,] 1.917127e-02 1.526658e-02 9.717929e-03 4.890689e-03 1.972452e-03 [5,] 2.557124e-02 2.396259e-02 1.857061e-02 1.156272e-02 5.756116e-03 [6,] 2.924576e-02 3.091010e-02 2.811790e-02 2.124762e-02 1.299996e-02 [7,] 2.943424e-02 3.439410e-02 3.511690e-02 3.105367e-02 2.295413e-02 [8,] 2.577358e-02 3.402375e-02 3.809367e-02 3.761758e-02 3.242136e-02 [9,] 1.912586e-02 2.967291e-02 3.715161e-02 3.988613e-02 3.819795e-02 [10,] 1.200812e-02 2.229941e-02 3.242001e-02 3.847851e-02 3.971852e-02 [11,] 6.632152e-03 1.449656e-02 2.484422e-02 3.375561e-02 3.802302e-02 [12,] 3.374594e-03 8.466969e-03 1.684928e-02 2.655128e-02 3.366520e-02 [13,] 1.564510e-03 4.556941e-03 1.042204e-02 1.888651e-02 2.731824e-02 [14,] 6.157684e-04 2.179419e-03 5.882568e-03 1.234004e-02 2.042300e-02 [15,] 1.913591e-04 8.603622e-04 2.870109e-03 7.230103e-03 1.400909e-02 [16,] 4.487360e-05 2.635918e-04 1.128258e-03 3.563512e-03 8.429869e-03 [17,] 7.758028e-06 6.045705e-05 3.396196e-04 1.387119e-03 4.162808e-03 [18,] 9.777487e-07 1.019112e-05 7.607476e-05 4.091739e-04 1.597578e-03 [19,] 8.944692e-08 1.251524e-06 1.249677e-05 8.941548e-05 4.609107e-04 [20,] 6.002019e-09 1.120302e-07 1.496995e-06 1.431368e-05 9.819237e-05 [21,] 3.273307e-10 7.629913e-09 1.327043e-07 1.680299e-06 1.534059e-05 [22,] 2.332177e-11 5.250715e-10 1.000438e-08 1.534167e-07 1.793668e-06 [23,] 3.078662e-12 6.579532e-11 1.104628e-09 1.554605e-08 1.884226e-07 [24,] 4.258557e-13 1.130906e-11 2.148660e-10 2.994295e-09 3.213349e-08 [25,] 4.493379e-14 1.602176e-12 4.019202e-11 7.118771e-10 8.979154e-09 [26,] 3.428276e-15 1.658882e-13 5.635289e-12 1.344599e-10 2.256174e-09 [27,] 1.878684e-16 1.235282e-14 5.700514e-13 1.846459e-11 4.199059e-10 [28,] 7.388477e-18 6.602582e-16 4.140801e-14 1.822552e-12 5.630472e-11 [29,] 2.085125e-19 2.532504e-17 2.158597e-15 1.291221e-13 5.420815e-12 [30,] 4.222610e-21 6.970471e-19 8.074992e-17 6.564783e-15 3.745561e-13 [31,] 6.136173e-23 1.376714e-20 2.167635e-18 2.395087e-16 1.857225e-14 [32,] 6.398555e-25 1.951166e-22 4.175432e-20 6.270433e-18 6.608389e-16 [33,] 4.787770e-27 1.984325e-24 5.771463e-22 1.178001e-19 1.687344e-17 [34,] 2.570704e-29 1.448101e-26 5.724519e-24 1.588050e-21 3.091614e-19 [35,] 9.904600e-32 7.583183e-29 4.074358e-26 1.536211e-23 4.064779e-21 [36,] 2.738348e-34 2.849516e-31 2.080878e-28 1.066364e-25 3.834934e-23 [37,] 5.432584e-37 7.683463e-34 7.626068e-31 5.311619e-28 2.596250e-25 [38,] 7.733763e-40 1.486653e-36 2.005495e-33 1.898522e-30 1.261255e-27 [39,] 7.900261e-43 2.064089e-39 3.784501e-36 4.869346e-33 4.396690e-30 [40,] 5.791063e-46 2.056428e-42 5.124625e-39 8.961738e-36 1.099805e-32 [41,] 3.046086e-49 1.470163e-45 4.979464e-42 1.183534e-38 1.974115e-35 [42,] 1.149717e-52 7.541930e-49 3.471907e-45 1.121591e-41 2.542697e-38 [43,] 3.113926e-56 2.776311e-52 1.737089e-48 7.627053e-45 2.350093e-41 [44,] 6.051881e-60 7.333620e-56 6.236500e-52 3.721721e-48 1.558621e-44 [45,] 8.439928e-64 1.390065e-59 1.606668e-55 1.303158e-51 7.417584e-48 [46,] 8.446045e-68 1.890680e-63 2.970144e-59 3.274288e-55 2.533090e-51 [47,] 6.065076e-72 1.845309e-67 3.940007e-63 5.903433e-59 6.207358e-55 [48,] 3.125227e-76 1.292357e-71 3.750414e-67 7.637568e-63 1.091505e-58 [49,] 1.155572e-80 6.494810e-76 2.561719e-71 7.090478e-67 1.377256e-62 [50,] 3.066019e-85 2.342138e-80 1.255585e-75 4.723441e-71 1.246999e-66 [,11] [,12] [,13] [,14] [,15] [1,] 6.503372e-06 3.106566e-06 1.441883e-06 5.511990e-07 1.902595e-07 [2,] 3.223196e-05 1.365724e-05 7.113590e-06 3.318924e-06 1.288514e-06 [3,] 1.570937e-04 5.643881e-05 2.842727e-05 1.548101e-05 7.242450e-06 [4,] 6.754509e-04 2.307649e-04 1.014036e-04 5.739765e-05 3.191621e-05 [5,] 2.358471e-03 8.704697e-04 3.499371e-04 1.826479e-04 1.109482e-04 [6,] 6.475055e-03 2.764324e-03 1.141383e-03 5.441760e-04 3.225194e-04 [7,] 1.390632e-02 7.055653e-03 3.241368e-03 1.537512e-03 8.518940e-04 [8,] 2.356793e-02 1.431357e-02 7.587466e-03 3.871575e-03 2.116920e-03 [9,] 3.223451e-02 2.324497e-02 1.441428e-02 8.222914e-03 4.746301e-03 [10,] 3.708422e-02 3.087624e-02 2.237838e-02 1.450445e-02 9.126818e-03 [11,] 3.795858e-02 3.486943e-02 2.897283e-02 2.146746e-02 1.487991e-02 [12,] 3.613759e-02 3.526250e-02 3.230752e-02 2.717921e-02 2.094586e-02 [13,] 3.235236e-02 3.337462e-02 3.234644e-02 3.005767e-02 2.596247e-02 [14,] 2.714123e-02 3.014984e-02 3.029882e-02 2.975551e-02 2.848214e-02 [15,] 2.128293e-02 2.608853e-02 2.740935e-02 2.732331e-02 2.772189e-02 [16,] 1.519310e-02 2.132681e-02 2.427412e-02 2.441540e-02 2.463001e-02 [17,] 9.295084e-03 1.568372e-02 2.048801e-02 2.184319e-02 2.135083e-02 [18,] 4.568292e-03 9.668288e-03 1.535927e-02 1.880581e-02 1.896930e-02 [19,] 1.722759e-03 4.704180e-03 9.467638e-03 1.422835e-02 1.643808e-02 [20,] 4.854178e-04 1.738812e-03 4.541608e-03 8.714695e-03 1.243823e-02 [21,] 1.008206e-04 4.780781e-04 1.642396e-03 4.108442e-03 7.531440e-03 [22,] 1.546833e-05 9.700226e-05 4.406880e-04 1.452072e-03 3.481686e-03 [23,] 1.896588e-06 1.493110e-05 8.807188e-05 3.812964e-04 1.203183e-03 [24,] 2.849536e-07 2.198466e-06 1.451997e-05 7.715864e-05 3.126362e-04 [25,] 8.228476e-08 5.716165e-07 3.232909e-06 1.597776e-05 6.947346e-05 [26,] 2.670006e-08 2.244230e-07 1.362603e-06 6.206831e-06 2.276370e-05 [27,] 6.707742e-09 7.535781e-08 5.970583e-07 3.358264e-06 1.362497e-05 [28,] 1.221105e-09 1.859769e-08 1.990623e-07 1.499780e-06 7.981632e-06 [29,] 1.597354e-10 3.304356e-09 4.800410e-08 4.900851e-07 3.520979e-06 [30,] 1.499868e-11 4.215735e-10 8.319043e-09 1.152981e-07 1.123193e-06 [31,] 1.010713e-12 3.860449e-11 1.035039e-09 1.948442e-08 2.576539e-07 [32,] 4.887666e-14 2.537061e-12 9.243266e-11 2.364003e-09 4.245505e-08 [33,] 1.696141e-15 1.196544e-13 5.924248e-12 2.058796e-10 5.022869e-09 [34,] 4.223783e-17 4.049648e-15 2.724918e-13 1.286861e-11 4.265849e-10 [35,] 7.547712e-19 9.835284e-17 8.994319e-15 5.772592e-13 2.600333e-11 [36,] 9.678334e-21 1.714086e-18 2.130433e-16 1.858279e-14 1.137586e-12 [37,] 8.905436e-23 2.143634e-20 3.621138e-18 4.292782e-16 3.571471e-14 [38,] 5.880013e-25 1.923707e-22 4.416680e-20 7.116181e-18 8.046416e-16 [39,] 2.785921e-27 1.238785e-24 3.865606e-22 8.465059e-20 1.300890e-17 [40,] 9.471667e-30 5.724274e-27 2.427774e-24 7.225780e-22 1.509229e-19 [41,] 2.310742e-32 1.898073e-29 1.094127e-26 4.425983e-24 1.256444e-21 [42,] 4.045216e-35 4.516177e-32 3.538291e-29 1.945370e-26 7.505864e-24 [43,] 5.081601e-38 7.710769e-35 8.210850e-32 6.135697e-29 3.217575e-26 [44,] 4.580623e-41 9.446908e-38 1.367251e-34 1.388647e-31 9.897456e-29 [45,] 2.962885e-44 8.305163e-41 1.633710e-37 2.255207e-34 2.184670e-31 [46,] 1.375218e-47 5.239296e-44 1.400774e-40 2.628135e-37 3.460309e-34 [47,] 4.580322e-51 2.371733e-47 8.618452e-44 2.197743e-40 3.932893e-37 [48,] 1.094671e-54 7.704095e-51 3.804991e-47 1.318772e-43 3.207548e-40 [49,] 1.877331e-58 1.795755e-54 1.205446e-50 5.678477e-47 1.877170e-43 [50,] 2.310261e-62 3.003554e-58 2.740340e-54 1.754515e-50 7.883103e-47 [,16] [,17] [,18] [,19] [,20] [1,] 7.932694e-08 4.386984e-08 2.404115e-08 1.045998e-08 3.335282e-09 [2,] 4.858896e-07 2.340945e-07 1.386228e-07 7.530325e-08 3.161906e-08 [3,] 2.908254e-06 1.225910e-06 6.706630e-07 4.131418e-07 2.202150e-07 [4,] 1.505913e-05 6.392087e-06 3.049701e-06 1.845064e-06 1.156418e-06 [5,] 6.237901e-05 3.003857e-05 1.376990e-05 7.428655e-06 4.831107e-06 [6,] 2.040493e-04 1.159822e-04 5.791172e-05 2.914529e-05 1.755105e-05 [7,] 5.496835e-04 3.566085e-04 2.062569e-04 1.086302e-04 6.047325e-05 [8,] 1.315451e-03 8.967061e-04 5.934623e-04 3.530711e-04 1.990781e-04 [9,] 2.931917e-03 1.972894e-03 1.396226e-03 9.445124e-04 5.853505e-04 [10,] 5.933440e-03 4.011601e-03 2.848898e-03 2.077314e-03 1.445531e-03 [11,] 1.041155e-02 7.446069e-03 5.348965e-03 3.948973e-03 2.963877e-03 [12,] 1.572735e-02 1.208591e-02 9.228220e-03 6.899831e-03 5.260232e-03 [13,] 2.103823e-02 1.705596e-02 1.404275e-02 1.116726e-02 8.595877e-03 [14,] 2.546882e-02 2.170159e-02 1.869909e-02 1.609299e-02 1.312913e-02 [15,] 2.757326e-02 2.551939e-02 2.266934e-02 2.038238e-02 1.803021e-02 [16,] 2.615756e-02 2.702356e-02 2.572220e-02 2.357017e-02 2.182409e-02 [17,] 2.219142e-02 2.476516e-02 2.639198e-02 2.564190e-02 2.406565e-02 [18,] 1.831297e-02 1.986475e-02 2.320327e-02 2.528746e-02 2.495430e-02 [19,] 1.585327e-02 1.535694e-02 1.750409e-02 2.123200e-02 2.349900e-02 [20,] 1.364152e-02 1.271242e-02 1.253585e-02 1.504088e-02 1.878851e-02 [21,] 1.024174e-02 1.072191e-02 9.756740e-03 9.918782e-03 1.250912e-02 [22,] 6.107167e-03 7.934583e-03 7.970513e-03 7.158867e-03 7.584679e-03 [23,] 2.765904e-03 4.648923e-03 5.787090e-03 5.610096e-03 5.030862e-03 [24,] 9.388191e-04 2.067029e-03 3.335279e-03 3.995480e-03 3.768457e-03 [25,] 2.503322e-04 7.011309e-04 1.472138e-03 2.289718e-03 2.666519e-03 [26,] 7.317445e-05 2.122891e-04 5.268422e-04 1.042035e-03 1.579515e-03 [27,] 4.136854e-05 1.011611e-04 2.201497e-04 4.486061e-04 8.170757e-04 [28,] 3.024557e-05 8.317953e-05 1.736849e-04 3.025707e-04 5.009167e-04 [29,] 1.785151e-05 6.425615e-05 1.664636e-04 3.208651e-04 4.986941e-04 [30,] 7.702259e-06 3.729034e-05 1.282382e-04 3.173960e-04 5.832980e-04 [31,] 2.395513e-06 1.568677e-05 7.259890e-05 2.390941e-04 5.685026e-04 [32,] 5.356930e-07 4.754250e-06 2.974009e-05 1.316656e-04 4.158958e-04 [33,] 8.606062e-08 1.036263e-06 8.780577e-06 5.248928e-05 2.224632e-04 [34,] 9.928252e-09 1.623014e-07 1.865166e-06 1.509233e-05 8.625608e-05 [35,] 8.222512e-10 1.825646e-08 2.847709e-07 3.123792e-06 2.414533e-05 [36,] 4.887954e-11 1.474398e-09 3.123149e-08 4.648780e-07 4.868529e-06 [37,] 2.085425e-12 8.547291e-11 2.459471e-09 4.970598e-08 7.061132e-07 [38,] 6.385251e-14 3.556341e-12 1.390394e-10 3.816719e-09 7.360027e-08 [39,] 1.403004e-15 1.061950e-13 5.641754e-12 2.104051e-10 5.510228e-09 [40,] 2.212208e-17 2.275668e-15 1.642967e-13 8.325811e-12 2.962039e-10 [41,] 2.503066e-19 3.499486e-17 3.433646e-15 2.364561e-13 1.142999e-11 [42,] 2.032318e-21 3.861713e-19 5.149634e-17 4.819421e-15 3.165716e-13 [43,] 1.184088e-23 3.057967e-21 5.542210e-19 7.049227e-17 6.292631e-15 [44,] 4.950451e-26 1.737629e-23 4.280223e-21 7.399041e-19 8.976357e-17 [45,] 1.485162e-28 7.085188e-26 2.372047e-23 5.573005e-21 9.188842e-19 [46,] 3.197203e-31 2.073072e-28 9.433027e-26 3.012163e-23 6.750010e-21 [47,] 4.938956e-34 4.352576e-31 2.691840e-28 1.168262e-25 3.558165e-23 [48,] 5.474748e-37 6.557572e-34 5.512048e-31 3.251396e-28 1.345918e-25 [49,] 4.354744e-40 7.089398e-37 8.099287e-34 6.493370e-31 3.653286e-28 [50,] 2.485562e-43 5.499706e-40 8.539745e-37 9.305411e-34 7.115662e-31 [,21] [,22] [,23] [,24] [,25] [1,] 7.593309e-10 1.223079e-10 1.389020e-11 1.110698e-12 6.249619e-14 [2,] 9.655390e-09 2.100016e-09 3.228644e-10 3.498678e-11 2.669085e-12 [3,] 8.900859e-08 2.601140e-08 5.403419e-09 7.928721e-10 8.197877e-11 [4,] 6.006758e-07 2.332840e-07 6.520624e-08 1.293492e-08 1.811356e-09 [5,] 3.031602e-06 1.527262e-06 5.691592e-07 1.520971e-07 2.880689e-08 [6,] 1.196096e-05 7.429871e-06 3.618059e-06 1.292482e-06 3.300964e-07 [7,] 3.983906e-05 2.787347e-05 1.700260e-05 7.983412e-06 2.731581e-06 [8,] 1.222558e-04 8.618538e-05 6.095063e-05 3.630062e-05 1.640399e-05 [9,] 3.565785e-04 2.389129e-04 1.766052e-04 1.248008e-04 7.226378e-05 [10,] 9.440179e-04 6.221467e-04 4.477540e-04 3.412633e-04 2.389360e-04 [11,] 2.139172e-03 1.483121e-03 1.051148e-03 7.993435e-04 6.199168e-04 [12,] 4.075415e-03 3.073670e-03 2.265548e-03 1.707982e-03 1.352193e-03 [13,] 6.758425e-03 5.427299e-03 4.294868e-03 3.349457e-03 2.651751e-03 [14,] 1.036612e-02 8.415917e-03 7.025168e-03 5.827780e-03 4.764204e-03 [15,] 1.499953e-02 1.215495e-02 1.020262e-02 8.849235e-03 7.648873e-03 [16,] 1.969407e-02 1.671002e-02 1.392541e-02 1.207494e-02 1.083097e-02 [17,] 2.282136e-02 2.100316e-02 1.823647e-02 1.564495e-02 1.395672e-02 [18,] 2.395006e-02 2.328863e-02 2.194739e-02 1.957433e-02 1.726296e-02 [19,] 2.353249e-02 2.318280e-02 2.324410e-02 2.255380e-02 2.070934e-02 [20,] 2.103756e-02 2.144966e-02 2.185902e-02 2.276666e-02 2.285275e-02 [21,] 1.598293e-02 1.809723e-02 1.891951e-02 2.014904e-02 2.195457e-02 [22,] 1.002224e-02 1.303807e-02 1.497072e-02 1.621297e-02 1.824078e-02 [23,] 5.604105e-03 7.726231e-03 1.021070e-02 1.196002e-02 1.358615e-02 [24,] 3.417817e-03 4.023377e-03 5.755124e-03 7.725709e-03 9.310958e-03 [25,] 2.484591e-03 2.310087e-03 2.859550e-03 4.203798e-03 5.738536e-03 [26,] 1.833835e-03 1.738401e-03 1.666941e-03 2.105704e-03 3.119818e-03 [27,] 1.234406e-03 1.491541e-03 1.486941e-03 1.440015e-03 1.739966e-03 [28,] 8.308093e-04 1.271925e-03 1.626255e-03 1.690424e-03 1.586494e-03 [29,] 7.268936e-04 1.122895e-03 1.715105e-03 2.232203e-03 2.318180e-03 [30,] 8.590934e-04 1.181155e-03 1.743077e-03 2.592656e-03 3.303171e-03 [31,] 1.008478e-03 1.441307e-03 1.924689e-03 2.741476e-03 3.919868e-03 [32,] 9.529357e-04 1.641404e-03 2.298373e-03 3.010261e-03 4.146201e-03 [33,] 6.749475e-04 1.494229e-03 2.509942e-03 3.461634e-03 4.461057e-03 [34,] 3.502850e-04 1.022502e-03 2.193580e-03 3.608742e-03 4.922665e-03 [35,] 1.320087e-04 5.142415e-04 1.447274e-03 3.019364e-03 4.888206e-03 [36,] 3.596022e-05 1.882133e-04 7.043307e-04 1.916290e-03 3.904695e-03 [37,] 7.061690e-06 4.986740e-05 2.501061e-04 9.008148e-04 2.377461e-03 [38,] 9.979992e-07 9.534002e-06 6.440840e-05 3.099488e-04 1.077144e-03 [39,] 1.013965e-07 1.312639e-06 1.198337e-05 7.751342e-05 3.585235e-04 [40,] 7.401015e-09 1.299762e-07 1.606837e-06 1.402609e-05 8.697021e-05 [41,] 3.879259e-10 9.248516e-09 1.550373e-07 1.830991e-06 1.529377e-05 [42,] 1.459740e-11 4.726505e-10 1.075305e-08 1.721029e-07 1.942658e-06 [43,] 3.942740e-13 1.734301e-11 5.357708e-10 1.163332e-08 1.778246e-07 [44,] 7.643064e-15 4.568061e-13 1.916897e-11 5.650477e-10 1.171203e-08 [45,] 1.063296e-16 8.635846e-15 4.923549e-13 1.971118e-11 5.544830e-10 [46,] 1.061548e-18 1.171674e-16 9.077085e-15 4.936813e-13 1.885756e-11 [47,] 7.605240e-21 1.140816e-18 1.201044e-16 8.875637e-15 4.605217e-13 [48,] 3.909877e-23 7.971012e-21 1.140472e-18 1.145283e-16 8.073642e-15 [49,] 1.442414e-25 3.996645e-23 7.771579e-21 1.060607e-18 1.015961e-16 [50,] 3.818439e-28 1.437976e-25 3.800297e-23 7.048537e-21 9.175393e-19 [,26] [,27] [,28] [,29] [,30] [1,] 2.473715e-15 6.886446e-17 1.348105e-18 1.855554e-20 1.795516e-22 [2,] 1.432745e-13 5.410021e-15 1.436721e-16 2.683013e-18 3.522823e-20 [3,] 5.966605e-12 3.055467e-13 1.100631e-14 2.788314e-16 4.967225e-18 [4,] 1.786927e-10 1.240777e-11 6.061595e-13 2.082973e-14 5.033968e-16 [5,] 3.849619e-09 3.623377e-10 2.400258e-11 1.118644e-12 3.667084e-14 [6,] 5.968459e-08 7.611005e-09 6.834755e-10 4.319377e-11 1.920414e-12 [7,] 6.665537e-07 1.150413e-07 1.399827e-08 1.199313e-09 7.230727e-11 [8,] 5.372419e-06 1.252249e-06 2.062851e-07 2.395043e-08 1.957688e-09 [9,] 3.138192e-05 9.832475e-06 2.188755e-06 3.441114e-07 3.812033e-08 [10,] 1.340750e-04 5.588775e-05 1.674449e-05 3.559155e-06 5.340059e-07 [11,] 4.272926e-04 2.317660e-04 9.264225e-05 2.653242e-05 5.384328e-06 [12,] 1.056284e-03 7.132181e-04 3.731761e-04 1.429277e-04 3.911679e-05 [13,] 2.159093e-03 1.685575e-03 1.110511e-03 5.595624e-04 2.052125e-04 [14,] 3.912641e-03 3.245034e-03 2.516117e-03 1.612246e-03 7.812300e-04 [15,] 6.480395e-03 5.463876e-03 4.581481e-03 3.510291e-03 2.181669e-03 [16,] 9.658474e-03 8.385594e-03 7.199753e-03 6.067132e-03 4.573809e-03 [17,] 1.283379e-02 1.166931e-02 1.028052e-02 8.932846e-03 7.527582e-03 [18,] 1.572535e-02 1.465448e-02 1.342612e-02 1.190640e-02 1.041972e-02 [19,] 1.869706e-02 1.721855e-02 1.605654e-02 1.465943e-02 1.300182e-02 [20,] 2.160412e-02 1.984130e-02 1.826828e-02 1.683100e-02 1.515918e-02 [21,] 2.286465e-02 2.220878e-02 2.059650e-02 1.875182e-02 1.686254e-02 [22,] 2.090483e-02 2.260910e-02 2.248746e-02 2.090846e-02 1.863762e-02 [23,] 1.630422e-02 1.971156e-02 2.212183e-02 2.244318e-02 2.079453e-02 [24,] 1.123739e-02 1.447757e-02 1.846939e-02 2.146320e-02 2.212734e-02 [25,] 7.181684e-03 9.292695e-03 1.286456e-02 1.727010e-02 2.071264e-02 [26,] 4.324998e-03 5.639727e-03 7.809539e-03 1.153340e-02 1.619247e-02 [27,] 2.507276e-03 3.488661e-03 4.675361e-03 6.788115e-03 1.051625e-02 [28,] 1.731075e-03 2.333714e-03 3.174639e-03 4.220275e-03 6.184623e-03 [29,] 2.067740e-03 2.036981e-03 2.534900e-03 3.283445e-03 4.166114e-03 [30,] 3.334588e-03 2.836371e-03 2.598504e-03 3.018172e-03 3.684872e-03 [31,] 4.806049e-03 4.674427e-03 3.820678e-03 3.334615e-03 3.669516e-03 [32,] 5.667748e-03 6.650186e-03 6.222773e-03 4.917607e-03 4.146894e-03 [33,] 5.935885e-03 7.735391e-03 8.671049e-03 7.814182e-03 6.002526e-03 [34,] 6.249613e-03 8.019477e-03 9.942447e-03 1.064283e-02 9.258091e-03 [35,] 6.621503e-03 8.286284e-03 1.023538e-02 1.205208e-02 1.232228e-02 [36,] 6.254943e-03 8.447620e-03 1.042435e-02 1.237509e-02 1.382106e-02 [37,] 4.756870e-03 7.586395e-03 1.025549e-02 1.248233e-02 1.422512e-02 [38,] 2.769944e-03 5.477574e-03 8.755871e-03 1.189009e-02 1.427607e-02 [39,] 1.206217e-03 3.039646e-03 5.987043e-03 9.658762e-03 1.321276e-02 [40,] 3.875549e-04 1.267976e-03 3.154032e-03 6.242557e-03 1.022965e-02 [41,] 9.105111e-05 3.921833e-04 1.255281e-03 3.110046e-03 6.243778e-03 [42,] 1.554369e-05 8.905315e-05 3.724465e-04 1.175520e-03 2.931919e-03 [43,] 1.919833e-06 1.473727e-05 8.151584e-05 3.331150e-04 1.047341e-03 [44,] 1.710609e-07 1.768183e-06 1.305097e-05 7.001818e-05 2.819811e-04 [45,] 1.097454e-08 1.532584e-07 1.518988e-06 1.081558e-05 5.665413e-05 [46,] 5.063293e-10 9.573498e-09 1.279551e-07 1.218736e-06 8.411460e-06 [47,] 1.678597e-11 4.303172e-10 7.777639e-09 9.963979e-08 9.150930e-07 [48,] 3.996731e-13 1.390397e-11 3.404553e-10 5.888051e-09 7.246846e-08 [49,] 6.832378e-15 3.227334e-13 1.071854e-11 2.508534e-10 4.157682e-09 [50,] 8.384085e-17 5.379262e-15 2.424991e-13 7.692130e-12 1.722420e-10 [,31] [,32] [,33] [,34] [,35] [1,] 1.221278e-24 5.838441e-27 1.961487e-29 4.630542e-32 7.680504e-35 [2,] 3.251765e-22 2.109858e-24 9.621449e-27 3.083403e-29 6.943430e-32 [3,] 6.221547e-20 5.478216e-22 3.390640e-24 1.474936e-26 4.508828e-29 [4,] 8.554677e-18 1.022127e-19 8.585351e-22 5.068844e-24 2.103318e-26 [5,] 8.454212e-16 1.370525e-17 1.562085e-19 1.251612e-21 7.049014e-24 [6,] 6.005577e-14 1.320786e-15 2.042523e-17 2.220754e-19 1.697373e-21 [7,] 3.066856e-12 9.149213e-14 1.919491e-15 2.831657e-17 2.936904e-19 [8,] 1.126007e-10 4.556060e-12 1.296610e-13 2.594995e-15 3.651831e-17 [9,] 2.972713e-09 1.631161e-10 6.296233e-12 1.709346e-13 3.263479e-15 [10,] 5.644230e-08 4.199166e-09 2.198118e-10 8.094127e-12 2.096273e-13 [11,] 7.709101e-07 7.774174e-08 5.517859e-09 2.755505e-10 9.679525e-12 [12,] 7.577848e-06 1.035312e-06 9.961065e-08 6.744923e-09 3.213280e-10 [13,] 5.365588e-05 9.921673e-06 1.293442e-06 1.187295e-07 7.669764e-09 [14,] 2.741843e-04 6.847440e-05 1.208493e-05 1.503240e-06 1.316472e-07 [15,] 1.015413e-03 3.408858e-04 8.129926e-05 1.369367e-05 1.625227e-06 [16,] 2.750838e-03 1.228536e-03 3.943505e-04 8.980170e-05 1.443473e-05 [17,] 5.562699e-03 3.231105e-03 1.383474e-03 4.244695e-04 9.228178e-05 [18,] 8.742308e-03 6.311849e-03 3.534720e-03 1.449957e-03 4.250954e-04 [19,] 1.141405e-02 9.496610e-03 6.679052e-03 3.600808e-03 1.414196e-03 [20,] 1.337290e-02 1.173251e-02 9.642905e-03 6.588861e-03 3.415233e-03 [21,] 1.483996e-02 1.295076e-02 1.130984e-02 9.147704e-03 6.057818e-03 [22,] 1.617191e-02 1.377006e-02 1.181322e-02 1.022055e-02 8.103836e-03 [23,] 1.800333e-02 1.491387e-02 1.215122e-02 1.016159e-02 8.657479e-03 [24,] 2.034558e-02 1.701632e-02 1.333085e-02 1.025778e-02 8.262173e-03 [25,] 2.163127e-02 1.970302e-02 1.588486e-02 1.168173e-02 8.360602e-03 [26,] 1.995529e-02 2.106657e-02 1.902083e-02 1.479914e-02 1.017397e-02 [27,] 1.529327e-02 1.926957e-02 2.054118e-02 1.842435e-02 1.388261e-02 [28,] 9.812017e-03 1.460485e-02 1.871740e-02 2.013360e-02 1.797571e-02 [29,] 5.925080e-03 9.393193e-03 1.413601e-02 1.833135e-02 1.986628e-02 [30,] 4.382815e-03 5.919311e-03 9.212888e-03 1.386832e-02 1.809562e-02 [31,] 4.235691e-03 4.738342e-03 6.073771e-03 9.207409e-03 1.374576e-02 [32,] 4.369753e-03 4.803683e-03 5.119616e-03 6.301695e-03 9.295249e-03 [33,] 4.936951e-03 5.019954e-03 5.294856e-03 5.450971e-03 6.530448e-03 [34,] 6.956070e-03 5.632821e-03 5.568346e-03 5.674507e-03 5.704415e-03 [35,] 1.038441e-02 7.698171e-03 6.212611e-03 6.025343e-03 5.971096e-03 [36,] 1.350978e-02 1.109088e-02 8.212661e-03 6.710953e-03 6.455056e-03 [37,] 1.505875e-02 1.410205e-02 1.136952e-02 8.547325e-03 7.199685e-03 [38,] 1.561100e-02 1.567012e-02 1.411203e-02 1.129745e-02 8.785139e-03 [39,] 1.564844e-02 1.642575e-02 1.566413e-02 1.364637e-02 1.099452e-02 [40,] 1.411839e-02 1.648670e-02 1.663363e-02 1.512664e-02 1.285224e-02 [41,] 1.044473e-02 1.454031e-02 1.672616e-02 1.625410e-02 1.417498e-02 [42,] 6.023854e-03 1.031196e-02 1.444708e-02 1.634667e-02 1.534082e-02 [43,] 2.660431e-03 5.632140e-03 9.857332e-03 1.383953e-02 1.537137e-02 [44,] 8.941403e-04 2.339024e-03 5.117649e-03 9.116556e-03 1.275373e-02 [45,] 2.274060e-04 7.372871e-04 2.002873e-03 4.520404e-03 8.135683e-03 [46,] 4.341964e-05 1.761578e-04 5.916686e-04 1.674463e-03 3.872094e-03 [47,] 6.165144e-06 3.175431e-05 1.322745e-04 4.646418e-04 1.365423e-03 [48,] 6.449990e-07 4.284620e-06 2.236718e-05 9.709067e-05 3.577082e-04 [49,] 4.933457e-08 4.287611e-07 2.847032e-06 1.532952e-05 7.004638e-05 [50,] 2.742417e-09 3.154337e-08 2.706290e-07 1.827563e-06 1.031441e-05 [,36] [,37] [,38] [,39] [,40] [1,] 8.949839e-38 7.326032e-41 4.212209e-44 1.701005e-47 4.824161e-51 [2,] 1.098565e-34 1.221076e-37 9.534169e-41 5.228900e-44 2.014134e-47 [3,] 9.685097e-32 1.461672e-34 1.549730e-37 1.154210e-40 6.038051e-44 [4,] 6.133315e-29 1.256705e-31 1.809138e-34 1.829656e-37 1.299827e-40 [5,] 2.790152e-26 7.761027e-29 1.516885e-31 2.082981e-34 2.009431e-37 [6,] 9.118916e-24 3.443081e-26 9.135606e-29 1.703211e-31 2.230971e-34 [7,] 2.141300e-21 1.097366e-23 3.952369e-26 1.000342e-28 1.778997e-31 [8,] 3.613056e-19 2.512895e-21 1.228441e-23 4.220506e-26 1.018954e-28 [9,] 4.381007e-17 4.134790e-19 2.743233e-21 1.279235e-23 4.192404e-26 [10,] 3.817877e-15 4.889165e-17 4.401776e-19 2.785791e-21 1.239203e-23 [11,] 2.391441e-13 4.154869e-15 5.075603e-17 4.359092e-19 2.631640e-21 [12,] 1.076799e-11 2.537862e-13 4.206177e-15 4.901588e-17 4.015678e-19 [13,] 3.485726e-10 1.114326e-11 2.505372e-13 3.961091e-15 4.403337e-17 [14,] 8.113054e-09 3.517506e-10 1.072717e-11 2.300765e-13 3.470058e-15 [15,] 1.357888e-07 7.983342e-09 3.301964e-10 9.606263e-12 1.965476e-13 [16,] 1.634567e-06 1.302913e-07 7.307714e-09 2.883411e-10 8.002381e-12 [17,] 1.415497e-05 1.529306e-06 1.162963e-07 6.222670e-09 2.342274e-10 [18,] 8.822154e-05 1.291273e-05 1.331027e-06 9.656387e-08 4.929109e-09 [19,] 3.960867e-04 7.846150e-05 1.095807e-05 1.077657e-06 7.458677e-08 [20,] 1.283536e-03 3.433587e-04 6.491682e-05 8.650794e-06 8.116608e-07 [21,] 3.015512e-03 1.083998e-03 2.769178e-04 4.996591e-05 6.353043e-06 [22,] 5.189515e-03 2.478428e-03 8.518289e-04 2.077743e-04 3.577694e-05 [23,] 6.701909e-03 4.141490e-03 1.895955e-03 6.228233e-04 1.450323e-04 [24,] 6.875662e-03 5.173058e-03 3.078518e-03 1.349853e-03 4.236947e-04 [25,] 6.375728e-03 5.123875e-03 3.726719e-03 2.131294e-03 8.943958e-04 [26,] 6.664070e-03 4.700204e-03 3.589195e-03 2.506350e-03 1.374216e-03 [27,] 8.921662e-03 5.275063e-03 3.343040e-03 2.370806e-03 1.574626e-03 [28,] 1.316670e-02 7.938507e-03 4.206820e-03 2.325007e-03 1.484732e-03 [29,] 1.765300e-02 1.259359e-02 7.161012e-03 3.407617e-03 1.605723e-03 [30,] 1.968429e-02 1.735058e-02 1.204381e-02 6.488578e-03 2.798285e-03 [31,] 1.792835e-02 1.945230e-02 1.690552e-02 1.138033e-02 5.825092e-03 [32,] 1.366666e-02 1.768188e-02 1.898196e-02 1.614730e-02 1.049581e-02 [33,] 9.379465e-03 1.349226e-02 1.717372e-02 1.808879e-02 1.495675e-02 [34,] 6.707318e-03 9.360736e-03 1.307877e-02 1.624413e-02 1.665967e-02 [35,] 5.897049e-03 6.804192e-03 9.160784e-03 1.232399e-02 1.481742e-02 [36,] 6.257068e-03 6.074851e-03 6.818994e-03 8.745900e-03 1.120630e-02 [37,] 6.941386e-03 6.610901e-03 6.286844e-03 6.770128e-03 8.136479e-03 [38,] 7.746862e-03 7.540211e-03 7.074313e-03 6.557611e-03 6.682301e-03 [39,] 8.997757e-03 8.371188e-03 8.238487e-03 7.622340e-03 6.867667e-03 [40,] 1.056789e-02 9.203237e-03 9.014310e-03 8.940285e-03 8.159563e-03 [41,] 1.186042e-02 1.007034e-02 9.349725e-03 9.546852e-03 9.488564e-03 [42,] 1.291882e-02 1.075124e-02 9.491615e-03 9.334186e-03 9.808394e-03 [43,] 1.396967e-02 1.144446e-02 9.555228e-03 8.783686e-03 9.047536e-03 [44,] 1.387124e-02 1.223931e-02 9.822885e-03 8.280161e-03 7.903239e-03 [45,] 1.126797e-02 1.196974e-02 1.027615e-02 8.127739e-03 6.943823e-03 [46,] 6.977021e-03 9.505445e-03 9.837325e-03 8.231249e-03 6.446201e-03 [47,] 3.201962e-03 5.722258e-03 7.623876e-03 7.669440e-03 6.262837e-03 [48,] 1.081460e-03 2.541742e-03 4.466489e-03 5.790557e-03 5.651592e-03 [49,] 2.692843e-04 8.267742e-04 1.925538e-03 3.303059e-03 4.150280e-03 [50,] 4.970639e-05 1.970342e-04 6.058643e-04 1.384667e-03 2.305366e-03 [,41] [,42] [,43] [,44] [,45] [1,] 9.607850e-55 1.343674e-58 1.319465e-62 9.097247e-67 4.403690e-71 [2,] 5.448576e-51 1.035063e-54 1.380734e-58 1.293254e-62 8.504952e-67 [3,] 2.218479e-47 5.724413e-51 1.037270e-54 1.319797e-58 1.179119e-62 [4,] 6.486055e-44 2.273122e-47 5.594714e-51 9.669695e-55 1.173564e-58 [5,] 1.361679e-40 6.481200e-44 2.166602e-47 5.086397e-51 8.385435e-55 [6,] 2.052913e-37 1.326968e-40 6.024560e-44 1.921000e-47 4.301709e-51 [7,] 2.222759e-34 1.951011e-37 1.202918e-40 5.209330e-44 1.584413e-47 [8,] 1.728528e-31 2.060096e-34 1.724821e-37 1.014388e-40 4.190216e-44 [9,] 9.654980e-29 1.562319e-31 1.776122e-34 1.418455e-37 7.957281e-41 [10,] 3.873977e-26 8.510305e-29 1.313587e-31 1.424463e-34 1.085140e-37 [11,] 1.116672e-23 3.329993e-26 6.977983e-29 1.027392e-31 1.062729e-34 [12,] 2.312589e-21 9.360606e-24 2.662708e-26 5.322380e-29 7.474966e-32 [13,] 3.441256e-19 1.890458e-21 7.299246e-24 1.980601e-26 3.776415e-29 [14,] 3.679771e-17 2.743279e-19 1.437570e-21 5.294720e-24 1.370457e-26 [15,] 2.827831e-15 2.860588e-17 2.034311e-19 1.016911e-21 3.572762e-24 [16,] 1.561917e-13 2.143706e-15 2.068635e-17 1.403319e-19 6.691643e-22 [17,] 6.201265e-12 1.154636e-13 1.511726e-15 1.391575e-17 9.005202e-20 [18,] 1.769963e-10 4.470305e-12 7.940116e-14 9.916851e-16 8.708135e-18 [19,] 3.632093e-09 1.244194e-10 2.997715e-12 5.079289e-14 6.051621e-16 [20,] 5.359282e-08 2.489676e-09 8.135944e-11 1.869983e-12 3.022567e-14 [21,] 5.686798e-07 3.582197e-08 1.587543e-09 4.949059e-11 1.085131e-12 [22,] 4.340209e-06 3.706471e-07 2.227356e-08 9.416799e-10 2.800495e-11 [23,] 2.383104e-05 2.758303e-06 2.247254e-07 1.288327e-08 5.196120e-10 [24,] 9.418126e-05 1.476697e-05 1.630702e-06 1.267481e-07 6.932043e-09 [25,] 2.681682e-04 5.689674e-05 8.512299e-06 8.968239e-07 6.650121e-08 [26,] 5.514998e-04 1.579141e-04 3.197645e-05 4.564647e-06 4.588185e-07 [27,] 8.253080e-04 3.164704e-04 8.651475e-05 1.671823e-05 2.277052e-06 [28,] 9.253552e-04 4.617829e-04 1.690088e-04 4.409763e-05 8.131440e-06 [29,] 8.891495e-04 5.098911e-04 2.408496e-04 8.400737e-05 2.091243e-05 [30,] 1.116140e-03 5.155382e-04 2.645313e-04 1.172079e-04 3.887269e-05 [31,] 2.304249e-03 7.856321e-04 2.939827e-04 1.300924e-04 5.331014e-05 [32,] 5.109409e-03 1.874130e-03 5.576915e-04 1.675317e-04 6.128641e-05 [33,] 9.348254e-03 4.327960e-03 1.483904e-03 3.944315e-04 9.644538e-05 [34,] 1.331213e-02 7.973680e-03 3.509443e-03 1.130740e-03 2.738007e-04 [35,] 1.470202e-02 1.130307e-02 6.472642e-03 2.707267e-03 8.224595e-04 [36,] 1.293759e-02 1.235128e-02 9.106386e-03 4.977510e-03 1.978145e-03 [37,] 9.795309e-03 1.076014e-02 9.832907e-03 6.934310e-03 3.614083e-03 [38,] 7.394971e-03 8.227569e-03 8.503838e-03 7.396187e-03 4.977015e-03 [39,] 6.567852e-03 6.597382e-03 6.659820e-03 6.385303e-03 5.248142e-03 [40,] 7.149746e-03 6.412838e-03 5.803490e-03 5.222235e-03 4.564291e-03 [41,] 8.545260e-03 7.304353e-03 6.177133e-03 5.041090e-03 3.991120e-03 [42,] 9.715271e-03 8.638354e-03 7.230772e-03 5.810943e-03 4.310087e-03 [43,] 9.665042e-03 9.499439e-03 8.345024e-03 6.862704e-03 5.280476e-03 [44,] 8.424434e-03 9.059810e-03 8.809697e-03 7.650922e-03 6.194394e-03 [45,] 6.847873e-03 7.474795e-03 8.034910e-03 7.715167e-03 6.626487e-03 [46,] 5.592483e-03 5.668809e-03 6.284531e-03 6.718646e-03 6.362773e-03 [47,] 4.873786e-03 4.297305e-03 4.457402e-03 4.988358e-03 5.285218e-03 [48,] 4.508903e-03 3.496521e-03 3.134523e-03 3.315832e-03 3.729178e-03 [49,] 3.924206e-03 3.061836e-03 2.371568e-03 2.162594e-03 2.327493e-03 [50,] 2.798752e-03 2.560980e-03 1.956245e-03 1.516767e-03 1.407937e-03 [,46] [,47] [,48] [,49] [,50] [1,] 1.496561e-75 3.570470e-80 5.979889e-85 7.030445e-90 5.801988e-95 [2,] 3.926893e-71 1.272905e-75 2.896640e-80 4.627311e-85 5.188952e-90 [3,] 7.396350e-67 3.257352e-71 1.007118e-75 2.185980e-80 3.330753e-85 [4,] 1.000071e-62 5.983597e-67 2.513506e-71 7.412488e-76 1.534594e-80 [5,] 9.707212e-59 7.890272e-63 4.502927e-67 1.804190e-71 5.074945e-76 [6,] 6.764464e-55 7.469257e-59 5.790927e-63 3.152263e-67 1.204693e-71 [7,] 3.384237e-51 5.076097e-55 5.346243e-59 3.953595e-63 2.052742e-67 [8,] 1.215638e-47 2.476712e-51 3.543410e-55 3.559712e-59 2.510892e-63 [9,] 3.135310e-44 8.676192e-48 1.686084e-51 2.300919e-55 2.204784e-59 [10,] 5.806586e-41 2.182328e-44 5.760359e-48 1.067770e-51 1.389868e-55 [11,] 7.722285e-38 3.941546e-41 1.413022e-44 3.557612e-48 6.290170e-52 [12,] 7.375429e-35 5.112094e-38 2.488886e-41 8.510790e-45 2.043889e-48 [13,] 5.059151e-32 4.761536e-35 3.148088e-38 1.461969e-41 4.768517e-45 [14,] 2.492562e-29 3.185211e-32 2.859556e-35 1.803375e-38 7.988410e-42 [15,] 8.821201e-27 1.530402e-29 1.865485e-32 1.597507e-35 9.609833e-39 [16,] 2.242633e-24 5.281807e-27 8.740928e-30 1.016336e-32 8.301883e-36 [17,] 4.096169e-22 1.309507e-24 2.941931e-27 4.644128e-30 5.150809e-33 [18,] 5.375563e-20 2.332471e-22 7.112954e-25 1.524315e-27 2.295310e-30 [19,] 5.069194e-18 2.985035e-20 1.235519e-22 3.594069e-25 7.346991e-28 [20,] 3.435299e-16 2.745031e-18 1.541946e-20 6.088019e-23 1.689332e-25 [21,] 1.673187e-14 1.814064e-16 1.382772e-18 7.409398e-21 2.790587e-23 [22,] 5.857635e-13 8.616049e-15 8.911184e-17 6.479595e-19 3.311997e-21 [23,] 1.474155e-11 2.941429e-13 4.127313e-15 4.072050e-17 2.824484e-19 [24,] 2.667175e-10 7.218510e-12 1.374011e-13 1.839169e-15 1.730952e-17 [25,] 3.469709e-09 1.273562e-10 3.288121e-12 5.970585e-14 7.623775e-16 [26,] 3.245757e-08 1.615556e-09 5.656991e-11 1.393297e-12 2.413453e-14 [27,] 2.183607e-07 1.473670e-08 6.997583e-10 2.337474e-11 5.492061e-13 [28,] 1.056678e-06 9.667345e-08 6.224178e-09 2.819488e-10 8.984704e-12 [29,] 3.679275e-06 4.561587e-07 3.981433e-08 2.445463e-09 1.056791e-10 [30,] 9.227283e-06 1.548735e-06 1.831864e-07 1.525353e-08 8.937939e-10 [31,] 1.675137e-05 3.788405e-06 6.064835e-07 6.843460e-08 5.436267e-09 [32,] 2.272918e-05 6.726969e-06 1.447478e-06 2.209526e-07 2.378293e-08 [33,] 2.807101e-05 9.129465e-06 2.520318e-06 5.148114e-07 7.489302e-08 [34,] 5.613433e-05 1.272764e-05 3.482922e-06 8.827540e-07 1.705120e-07 [35,] 1.840310e-04 3.272590e-05 5.809146e-06 1.278084e-06 2.900743e-07 [36,] 5.678555e-04 1.185343e-04 1.882934e-05 2.692773e-06 4.590997e-07 [37,] 1.364757e-03 3.707486e-04 7.263710e-05 1.053346e-05 1.263494e-06 [38,] 2.471519e-03 8.869626e-04 2.282803e-04 4.214237e-05 5.660641e-06 [39,] 3.360619e-03 1.588906e-03 5.420213e-04 1.322895e-04 2.307175e-05 [40,] 3.511701e-03 2.132206e-03 9.589225e-04 3.109909e-04 7.203579e-05 [41,] 3.118030e-03 2.217666e-03 1.270390e-03 5.426964e-04 1.673281e-04 [42,] 2.987321e-03 2.046672e-03 1.324424e-03 7.107956e-04 2.878020e-04 [43,] 3.600217e-03 2.193243e-03 1.298703e-03 7.505141e-04 3.737217e-04 [44,] 4.589407e-03 2.909484e-03 1.575082e-03 8.009145e-04 4.054050e-04 [45,] 5.286212e-03 3.784668e-03 2.252624e-03 1.099293e-03 4.814960e-04 [46,] 5.404858e-03 4.247391e-03 2.943752e-03 1.656899e-03 7.393553e-04 [47,] 4.932609e-03 4.142607e-03 3.203705e-03 2.150514e-03 1.150316e-03 [48,] 3.905668e-03 3.589946e-03 2.978935e-03 2.263727e-03 1.471244e-03 [49,] 2.621515e-03 2.708555e-03 2.450563e-03 2.007306e-03 1.496163e-03 [50,] 1.538994e-03 1.730992e-03 1.761375e-03 1.567733e-03 1.266202e-03 > 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 -24.183 1.326 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7wmai1194257991.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] 65.15912 69.46691 73.77470 78.08249 82.39028 86.69807 91.00586 [8] 95.31365 99.62145 103.92924 108.23703 112.54482 116.85261 121.16040 [15] 125.46819 129.77598 134.08378 138.39157 142.69936 147.00715 151.31494 [22] 155.62273 159.93052 164.23831 168.54610 172.85390 177.16169 181.46948 [29] 185.77727 190.08506 194.39285 198.70064 203.00843 207.31622 211.62402 [36] 215.93181 220.23960 224.54739 228.85518 233.16297 237.47076 241.77855 [43] 246.08635 250.39414 254.70193 259.00972 263.31751 267.62530 271.93309 [50] 276.24088 $yords [1] 60.83259 65.63942 70.44626 75.25309 80.05992 84.86676 89.67359 [8] 94.48042 99.28725 104.09409 108.90092 113.70775 118.51459 123.32142 [15] 128.12825 132.93509 137.74192 142.54875 147.35559 152.16242 156.96925 [22] 161.77608 166.58292 171.38975 176.19658 181.00342 185.81025 190.61708 [29] 195.42392 200.23075 205.03758 209.84441 214.65125 219.45808 224.26491 [36] 229.07175 233.87858 238.68541 243.49225 248.29908 253.10591 257.91275 [43] 262.71958 267.52641 272.33324 277.14008 281.94691 286.75374 291.56058 [50] 296.36741 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.579921e-02 7.136463e-03 1.706399e-04 3.381992e-07 3.327602e-09 [2,] 2.762436e-03 2.481877e-02 9.925822e-03 2.058481e-04 6.527779e-07 [3,] 7.931472e-06 5.505203e-03 3.649030e-02 1.297061e-02 2.373358e-04 [4,] 5.124614e-10 2.230905e-05 1.014917e-02 5.033009e-02 1.595366e-02 [5,] 4.867138e-16 2.108362e-09 5.809793e-05 1.733711e-02 6.525099e-02 [6,] 3.883964e-24 2.785320e-15 7.969789e-09 1.401553e-04 2.748723e-02 [7,] 2.300870e-34 3.036740e-23 1.458230e-14 2.766648e-08 3.133216e-04 [8,] 9.948725e-47 2.452087e-33 2.170581e-22 6.983733e-14 8.816956e-08 [9,] 3.132437e-61 1.444812e-45 2.388675e-32 1.418251e-21 3.059442e-13 [10,] 7.179487e-78 6.199133e-60 1.917934e-44 2.126878e-31 8.471409e-21 [11,] 1.197761e-96 1.936179e-76 1.121386e-58 2.327052e-43 1.731021e-30 [12,] 1.454468e-117 4.401740e-95 4.772792e-75 1.854057e-57 2.580719e-42 [13,] 1.285574e-140 7.283895e-116 1.478626e-93 1.075334e-73 2.801902e-56 [14,] 8.270831e-166 8.773296e-139 3.334308e-114 4.539779e-92 2.214505e-72 [15,] 3.873084e-193 7.691620e-164 5.472805e-137 1.395037e-112 1.274005e-90 [16,] 1.320147e-222 4.908295e-191 6.538414e-162 3.120295e-135 5.334926e-111 [17,] 3.275288e-254 2.279844e-220 5.685865e-189 5.080048e-160 1.626107e-133 [18,] 5.914845e-288 7.708079e-252 3.599045e-218 6.020145e-187 3.607765e-158 [19,] 9.881313e-324 1.896841e-285 1.658149e-249 5.192712e-216 5.826113e-185 [20,] 0.000000e+00 3.399172e-321 5.560582e-283 3.260202e-247 6.848367e-214 [21,] 0.000000e+00 0.000000e+00 1.357366e-318 1.489974e-280 5.859830e-245 [22,] 0.000000e+00 0.000000e+00 0.000000e+00 4.956660e-316 3.649823e-278 [23,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.654820e-313 [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,] 3.288484e-12 1.055595e-14 2.917430e-18 3.448767e-24 1.536853e-32 [2,] 7.814574e-09 9.076247e-12 3.974591e-14 7.734033e-18 6.165402e-24 [3,] 1.304049e-06 1.705406e-08 2.641038e-11 1.390389e-13 1.875275e-17 [4,] 2.671453e-04 2.614681e-06 3.472988e-08 7.873582e-11 4.493493e-13 [5,] 1.852017e-02 3.055020e-04 5.196259e-06 6.673085e-08 2.354119e-10 [6,] 7.965040e-02 2.036869e-02 3.740523e-04 1.017460e-05 1.234716e-07 [7,] 4.051219e-02 9.169397e-02 2.133773e-02 5.063851e-04 1.948123e-05 [8,] 6.492546e-04 5.558743e-02 9.975714e-02 2.146276e-02 7.439166e-04 [9,] 2.578856e-07 1.247264e-03 7.109804e-02 1.029010e-01 2.099109e-02 [10,] 1.225997e-12 6.921877e-07 2.221648e-03 8.485775e-02 1.011990e-01 [11,] 4.625789e-20 4.494058e-12 1.704889e-06 3.669599e-03 9.459393e-02 [12,] 1.287767e-29 2.309162e-19 1.506977e-11 3.853835e-06 5.621490e-03 [13,] 2.616020e-41 8.757059e-29 1.053821e-18 4.623147e-11 7.996867e-06 [14,] 3.870318e-55 2.423908e-40 5.443296e-28 4.396922e-18 1.297756e-10 [15,] 4.168420e-71 4.886667e-54 2.052859e-39 3.092923e-27 1.677383e-17 [16,] 3.267931e-89 7.172058e-70 5.639604e-53 1.589274e-38 1.606619e-26 [17,] 1.864845e-109 7.662336e-88 1.127967e-68 5.949718e-52 1.124825e-37 [18,] 7.746108e-132 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3.943317e-29 7.963890e-20 [48,] 7.710745e-90 6.339673e-71 1.867356e-54 1.970586e-40 7.450296e-29 [49,] 4.274391e-110 6.579488e-89 3.628254e-70 7.168218e-54 5.073793e-40 [50,] 1.724520e-132 4.969787e-109 5.130894e-88 1.897825e-69 2.514938e-53 [,41] [,42] [,43] [,44] [,45] [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,] 4.022122e-293 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [23,] 5.241418e-259 1.358540e-295 0.000000e+00 0.000000e+00 0.000000e+00 [24,] 4.972079e-227 2.412508e-261 4.194203e-298 0.000000e+00 0.000000e+00 [25,] 3.433690e-197 3.118704e-229 1.014997e-263 1.183503e-300 0.000000e+00 [26,] 1.726405e-169 2.934908e-199 1.788012e-231 3.902913e-266 3.052693e-303 [27,] 6.320315e-144 2.010739e-171 2.292845e-201 9.368760e-234 1.371794e-268 [28,] 1.685314e-120 1.003098e-145 2.140604e-173 1.637171e-203 4.487366e-236 [29,] 3.274550e-99 3.644685e-122 1.455167e-147 2.082838e-175 1.068577e-205 [30,] 4.639338e-80 9.648946e-101 7.204471e-124 1.929389e-149 1.852510e-177 [31,] 4.798440e-63 1.862502e-81 2.598802e-102 1.301621e-125 2.338359e-151 [32,] 3.630027e-48 2.624200e-64 6.834547e-83 6.397559e-104 2.149582e-127 [33,] 2.014643e-35 2.703725e-49 1.311800e-65 2.292294e-84 1.439581e-105 [34,] 8.241765e-25 2.042974e-36 1.840808e-50 5.993831e-67 7.027890e-86 [35,] 2.502745e-16 1.137256e-25 1.893785e-37 1.145577e-51 2.503394e-68 [36,] 5.696505e-10 4.695649e-17 1.434597e-26 1.604697e-38 6.516936e-53 [37,] 9.839762e-06 1.451700e-10 8.054516e-18 1.654308e-27 1.242978e-39 [38,] 1.396512e-03 3.402095e-06 3.382694e-11 1.263117e-18 1.743987e-28 [39,] 1.769446e-02 6.589763e-04 1.075663e-06 7.206935e-12 1.810976e-19 [40,] 4.006768e-02 1.245403e-02 2.848872e-04 3.110048e-07 1.403947e-12 [41,] 2.530931e-02 3.592554e-02 8.127624e-03 1.128510e-04 8.222862e-08 [42,] 1.634780e-02 2.404330e-02 3.053685e-02 4.904489e-03 4.096978e-05 [43,] 1.150599e-02 1.485853e-02 2.204257e-02 2.440805e-02 2.731251e-03 [44,] 3.296380e-03 7.789601e-03 1.327739e-02 1.957006e-02 1.822821e-02 [45,] 2.425860e-05 2.521151e-03 5.142940e-03 1.157071e-02 1.685778e-02 [46,] 2.539915e-08 1.849586e-05 1.804521e-03 3.337614e-03 9.734074e-03 [47,] 5.776326e-13 1.643051e-08 1.432253e-05 1.202425e-03 2.134425e-03 [48,] 1.009299e-19 4.916654e-13 9.962245e-09 1.102079e-05 7.432867e-04 [49,] 1.286691e-28 1.169208e-19 3.828203e-13 5.765492e-09 8.237745e-06 [50,] 1.194036e-39 2.030985e-28 1.238006e-19 2.727906e-13 3.275401e-09 [,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,] 7.196808e-306 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [28,] 4.407143e-271 1.550834e-308 0.000000e+00 0.000000e+00 0.000000e+00 [29,] 1.964558e-238 1.294164e-273 3.054603e-311 0.000000e+00 0.000000e+00 [30,] 6.374956e-208 7.861359e-241 3.473608e-276 5.499248e-314 0.000000e+00 [31,] 1.506001e-179 3.476220e-210 2.875336e-243 8.521778e-279 9.048453e-317 [32,] 2.590398e-153 1.119060e-181 1.732609e-212 9.612641e-246 1.910775e-281 [33,] 3.244750e-129 2.622875e-155 7.600388e-184 7.893090e-215 2.937096e-248 [34,] 2.960946e-107 4.476926e-131 2.427501e-157 4.718337e-186 3.286516e-217 [35,] 1.969447e-87 5.566540e-109 5.645934e-133 2.053510e-159 2.677129e-188 [36,] 9.557248e-70 5.044715e-89 9.565552e-111 6.508188e-135 1.587731e-161 [37,] 3.388757e-54 3.335055e-71 1.181104e-90 1.502412e-112 6.856664e-137 [38,] 8.801159e-41 1.610749e-55 1.063787e-72 2.527648e-92 2.156862e-114 [39,] 1.680695e-29 5.696509e-42 6.998278e-57 3.101499e-74 4.944074e-94 [40,] 2.373785e-20 1.480674e-30 3.370386e-43 2.779344e-58 8.265183e-76 [41,] 2.500650e-13 2.844621e-21 1.192474e-31 1.822828e-44 1.008929e-59 [42,] 1.988088e-08 4.072410e-14 3.116428e-22 8.779174e-33 9.011431e-46 [43,] 1.363555e-05 4.395398e-09 6.063691e-15 3.121246e-23 5.908174e-34 [44,] 1.401705e-03 4.161919e-06 8.886148e-10 8.254945e-16 2.857873e-24 [45,] 1.265591e-02 6.622311e-04 1.165498e-06 1.642759e-10 1.027472e-16 [46,] 1.406043e-02 8.137990e-03 2.877678e-04 2.995999e-07 2.777011e-11 [47,] 7.825862e-03 1.128310e-02 4.832203e-03 1.149303e-04 7.073263e-08 [48,] 1.341192e-03 5.964167e-03 8.631871e-03 2.643685e-03 4.216131e-05 [49,] 4.254354e-04 8.238629e-04 4.286804e-03 6.233853e-03 1.330376e-03 [50,] 5.872902e-06 2.254251e-04 4.931783e-04 2.900655e-03 4.212597e-03 > 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 -14.014 1.134 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1eoph1194257990.ps tmp/1eoph1194257990.png") > system("convert tmp/2j8i91194257991.ps tmp/2j8i91194257991.png") > system("convert tmp/32rf41194257991.ps tmp/32rf41194257991.png") > system("convert tmp/4819w1194257991.ps tmp/4819w1194257991.png") > system("convert tmp/5k8r41194257991.ps tmp/5k8r41194257991.png") > system("convert tmp/69ul01194257991.ps tmp/69ul01194257991.png") > system("convert tmp/7wmai1194257991.ps tmp/7wmai1194257991.png") > > > proc.time() user system elapsed 2.297 1.332 2.612