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Type 'q()' to quit R. > z <- c(-0.6,1.1,1.4,1.4,1.3,1.4,-0.1,1.8,1.5,1.5,1.4,1.6,1.6,1.6,1.4,1.7,1.8,1.9,2.2,2.1,2.4,2.6,2.8,2.7,2.6,2.9,2.8,2.2,2.2,2.2,2,2,1.7,1.4,1.3,1.4,1.3,1.3,1.4,2,1.7,1.8,1.7,1.6,1.7,1.9,1.8,1.7,1.6,1.8,1.6,1.5,1.5,1.3,1.4,1.4,1.3,1.3,1.2,1.1,1.4,1.2,1.5,1.1,1.3,1.5,1.1,1.4,1.3,1.5,1.6,1.7,1.1,1.6,1.3,1.7,1.6,1.7,1.9,1.8,1.9,1.6,1.5,1.6,1.6,1.7,2,2,1.9,1.7,1.8,1.9,1.7,2,2.1,2.4,2.5,2.5,2.6,2.2,2.5,2.8,2.8,2.9,3,3.1,2.9,2.7,2.2,2.5,2.3,2.6,2.3,2.2,1.8,1.8,2,1.6,1.5,1.4) > y <- c(6.5,6.3,5.9,5.5,5.2,4.9,5.4,5.8,5.7,5.6,5.5,5.4,5.4,5.4,5.5,5.8,5.7,5.4,5.6,5.8,6.2,6.8,6.7,6.7,6.4,6.3,6.3,6.4,6.3,6,6.3,6.3,6.6,7.5,7.8,7.9,7.8,7.6,7.5,7.6,7.5,7.3,7.6,7.5,7.6,7.9,7.9,8.1,8.2,8,7.5,6.8,6.5,6.6,7.6,8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,8,7.8,7.4,7.4,7.7,7.8,7.8,8,8.1,8.4) > x <- c(8.9,8.4,8.1,8.3,8.1,8,8.7,9.2,9,8.9,8.5,8.1,7.5,7.1,6.9,7.1,7,6.7,7,7.3,7.7,8.4,8.4,8.8,9.1,9,8.6,7.9,7.7,7.8,9.2,9.4,9.2,8.7,8.4,8.6,9,9.1,8.7,8.2,7.9,7.9,9.1,9.4,9.4,9.1,9,9.3,9.9,9.8,9.3,8.3,8,8.5,10.4,11.1,10.9,10,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.8,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.6,7.2,7.5,8.7,9,8.6,7.9,7.8,8.2) > par7 = 'Inflatie' > par6 = 'Werkl vrouwen' > par5 = 'Werkl mannen' > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.23 loaded Copyright M. P. Wand 1997-2009 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1q8le1292691416.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2q8le1292691416.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3q8le1292691416.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4jhkh1292691416.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5jhkh1292691416.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 2.4128 0.5253 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6c8jj1292691416.ps",horizontal=F,onefile=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] 4.525888 4.612586 4.699285 4.785983 4.872682 4.959380 5.046079 5.132777 [9] 5.219475 5.306174 5.392872 5.479571 5.566269 5.652968 5.739666 5.826365 [17] 5.913063 5.999762 6.086460 6.173158 6.259857 6.346555 6.433254 6.519952 [25] 6.606651 6.693349 6.780048 6.866746 6.953445 7.040143 7.126842 7.213540 [33] 7.300238 7.386937 7.473635 7.560334 7.647032 7.733731 7.820429 7.907128 [41] 7.993826 8.080525 8.167223 8.253921 8.340620 8.427318 8.514017 8.600715 [49] 8.687414 8.774112 $yords [1] -0.83653799 -0.75137318 -0.66620836 -0.58104354 -0.49587873 -0.41071391 [7] -0.32554910 -0.24038428 -0.15521946 -0.07005465 0.01511017 0.10027498 [13] 0.18543980 0.27060462 0.35576943 0.44093425 0.52609906 0.61126388 [19] 0.69642870 0.78159351 0.86675833 0.95192314 1.03708796 1.12225278 [25] 1.20741759 1.29258241 1.37774722 1.46291204 1.54807686 1.63324167 [31] 1.71840649 1.80357130 1.88873612 1.97390094 2.05906575 2.14423057 [37] 2.22939538 2.31456020 2.39972502 2.48488983 2.57005465 2.65521946 [43] 2.74038428 2.82554910 2.91071391 2.99587873 3.08104354 3.16620836 [49] 3.25137318 3.33653799 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.827400e-08 2.845168e-07 3.284346e-06 2.810979e-05 1.783752e-04 [2,] 7.801560e-08 1.178177e-06 1.319189e-05 1.095144e-04 6.740673e-04 [3,] 2.942396e-07 4.310073e-06 4.680970e-05 3.769253e-04 2.250312e-03 [4,] 9.803835e-07 1.392933e-05 1.467357e-04 1.146067e-03 6.636710e-03 [5,] 2.885895e-06 3.976964e-05 4.063571e-04 3.078480e-03 1.729156e-02 [6,] 7.506032e-06 1.003143e-04 9.941582e-04 7.305241e-03 3.980031e-02 [7,] 1.725884e-05 2.235740e-04 2.148788e-03 1.531470e-02 8.093026e-02 [8,] 3.515525e-05 4.405126e-04 4.103748e-03 2.836439e-02 1.453823e-01 [9,] 6.396544e-05 7.689569e-04 6.928732e-03 4.641831e-02 2.307295e-01 [10,] 1.072940e-04 1.199326e-03 1.036486e-02 6.715816e-02 3.235547e-01 [11,] 1.838535e-04 1.726114e-03 1.385742e-02 8.609451e-02 4.011379e-01 [12,] 3.952305e-04 2.544934e-03 1.711313e-02 9.866920e-02 4.406952e-01 [13,] 1.170621e-03 4.724293e-03 2.171082e-02 1.045578e-01 4.329479e-01 [14,] 4.001831e-03 1.206910e-02 3.480434e-02 1.141491e-01 3.936872e-01 [15,] 1.327423e-02 3.545123e-02 7.668597e-02 1.580303e-01 3.698846e-01 [16,] 3.991575e-02 1.008450e-01 1.935369e-01 3.002885e-01 4.422395e-01 [17,] 1.067357e-01 2.598992e-01 4.721187e-01 6.511115e-01 7.246741e-01 [18,] 2.525578e-01 5.955514e-01 1.042836e+00 1.362073e+00 1.349916e+00 [19,] 5.281536e-01 1.207541e+00 2.047756e+00 2.578556e+00 2.421593e+00 [20,] 9.758314e-01 2.163860e+00 3.557891e+00 4.338969e+00 3.929047e+00 [21,] 1.592836e+00 3.425865e+00 5.463203e+00 6.460001e+00 5.665580e+00 [22,] 2.296895e+00 4.791736e+00 7.411651e+00 8.499919e+00 7.228061e+00 [23,] 2.926056e+00 5.920918e+00 8.883086e+00 9.881182e+00 8.149510e+00 [24,] 3.293026e+00 6.463336e+00 9.405594e+00 1.014809e+01 8.118058e+00 [25,] 3.273999e+00 6.232976e+00 8.797922e+00 9.207308e+00 7.144200e+00 [26,] 2.875629e+00 5.310129e+00 7.270177e+00 7.379938e+00 5.554288e+00 [27,] 2.231300e+00 3.996553e+00 5.307388e+00 5.225692e+00 3.814825e+00 [28,] 1.529516e+00 2.657277e+00 3.422847e+00 3.268931e+00 2.314685e+00 [29,] 9.262343e-01 1.560842e+00 1.950136e+00 1.806503e+00 1.240738e+00 [30,] 4.955170e-01 8.099385e-01 9.815519e-01 8.819465e-01 5.875421e-01 [31,] 2.341894e-01 3.712924e-01 4.364482e-01 3.803794e-01 2.457927e-01 [32,] 9.777923e-02 1.503664e-01 1.714441e-01 1.449313e-01 9.083844e-02 [33,] 3.606593e-02 5.379682e-02 5.949546e-02 4.878416e-02 2.965798e-02 [34,] 1.175217e-02 1.700329e-02 1.823961e-02 1.450661e-02 8.554288e-03 [35,] 3.383063e-03 4.747667e-03 4.939899e-03 3.810866e-03 2.179702e-03 [36,] 8.603462e-04 1.171113e-03 1.181930e-03 8.844084e-04 4.906610e-04 [37,] 1.932887e-04 2.552038e-04 2.498249e-04 1.813226e-04 9.757442e-05 [38,] 3.836289e-05 4.913007e-05 4.664996e-05 3.284149e-05 1.714203e-05 [39,] 6.726468e-06 8.355617e-06 7.695516e-06 5.254902e-06 2.660476e-06 [40,] 1.041919e-06 1.255396e-06 1.121489e-06 7.428094e-07 3.647769e-07 [41,] 1.425772e-07 1.666297e-07 1.443850e-07 9.275978e-08 4.418400e-08 [42,] 1.723609e-08 1.953872e-08 1.642182e-08 1.023326e-08 4.727971e-09 [43,] 1.840764e-09 2.024001e-09 1.650028e-09 9.973315e-10 4.469465e-10 [44,] 1.736708e-10 1.852230e-10 1.464640e-10 8.586858e-11 3.732550e-11 [45,] 1.447531e-11 1.497447e-11 1.148530e-11 6.531327e-12 2.753772e-12 [46,] 1.065860e-12 1.069495e-12 7.956557e-13 4.388736e-13 1.794822e-13 [47,] 6.933320e-14 6.748003e-14 4.869418e-14 2.605233e-14 1.033437e-14 [48,] 3.984311e-15 3.761340e-15 2.632690e-15 1.366232e-15 5.256754e-16 [49,] 2.022738e-16 1.852185e-16 1.257468e-16 6.329611e-17 2.362291e-17 [50,] 9.071797e-18 8.057371e-18 5.305925e-18 2.590579e-18 9.381019e-19 [,6] [,7] [,8] [,9] [,10] [1,] 8.392259e-04 2.927461e-03 7.571310e-03 1.451840e-02 2.064116e-02 [2,] 3.076117e-03 1.040808e-02 2.610993e-02 4.856335e-02 6.696986e-02 [3,] 9.960880e-03 3.269043e-02 7.954468e-02 1.435058e-01 1.919533e-01 [4,] 2.849463e-02 9.070710e-02 2.140855e-01 3.746285e-01 4.860514e-01 [5,] 7.201114e-02 2.223480e-01 5.090194e-01 8.639793e-01 1.087277e+00 [6,] 1.607707e-01 4.814994e-01 1.069184e+00 1.760259e+00 2.148665e+00 [7,] 3.170922e-01 9.211478e-01 1.983997e+00 3.168259e+00 3.751181e+00 [8,] 5.525052e-01 1.556805e+00 3.252377e+00 5.037740e+00 5.785467e+00 [9,] 8.504780e-01 2.324401e+00 4.710119e+00 7.076552e+00 7.882784e+00 [10,] 1.156596e+00 3.065944e+00 6.026082e+00 8.781706e+00 9.488374e+00 [11,] 1.389809e+00 3.572807e+00 6.811057e+00 9.627384e+00 1.008963e+01 [12,] 1.476515e+00 3.678849e+00 6.801219e+00 9.324255e+00 9.478307e+00 [13,] 1.390118e+00 3.349130e+00 6.000924e+00 7.978353e+00 7.866164e+00 [14,] 1.170695e+00 2.702188e+00 4.681398e+00 6.032171e+00 5.767519e+00 [15,] 9.135111e-01 1.950774e+00 3.236906e+00 4.032447e+00 3.736616e+00 [16,] 7.386819e-01 1.306305e+00 2.003201e+00 2.389436e+00 2.140482e+00 [17,] 7.627537e-01 9.091734e-01 1.151182e+00 1.267644e+00 1.086955e+00 [18,] 1.077774e+00 8.108132e-01 6.896598e-01 6.251911e-01 4.943390e-01 [19,] 1.724714e+00 9.878539e-01 5.312103e-01 3.224202e-01 2.092428e-01 [20,] 2.653102e+00 1.357958e+00 5.580042e-01 2.144970e-01 9.289865e-02 [21,] 3.689333e+00 1.791260e+00 6.588920e-01 1.942502e-01 5.338072e-02 [22,] 4.558812e+00 2.134806e+00 7.452723e-01 1.970157e-01 4.167388e-02 [23,] 4.983797e+00 2.260520e+00 7.612349e-01 1.910835e-01 3.630325e-02 [24,] 4.815013e+00 2.117621e+00 6.907396e-01 1.672742e-01 3.019136e-02 [25,] 4.110027e+00 1.753124e+00 5.544792e-01 1.300678e-01 2.265108e-02 [26,] 3.099362e+00 1.282290e+00 3.933482e-01 8.946883e-02 1.509297e-02 [27,] 2.064778e+00 8.285913e-01 2.465343e-01 5.438650e-02 8.896256e-03 [28,] 1.215194e+00 4.730069e-01 1.365078e-01 2.920906e-02 4.633977e-03 [29,] 6.318140e-01 2.385427e-01 6.677454e-02 1.385875e-02 2.132588e-03 [30,] 2.902041e-01 1.062761e-01 2.885597e-02 5.809031e-03 8.670410e-04 [31,] 1.177576e-01 4.182890e-02 1.101620e-02 2.151072e-03 3.114194e-04 [32,] 4.221287e-02 1.454413e-02 3.715338e-03 7.036826e-04 9.881497e-05 [33,] 1.336817e-02 4.467558e-03 1.106971e-03 2.033621e-04 2.769946e-05 [34,] 3.739984e-03 1.212337e-03 2.913697e-04 5.191987e-05 6.859470e-06 [35,] 9.243538e-04 2.906344e-04 6.775223e-05 1.171030e-05 1.500664e-06 [36,] 2.018264e-04 6.155200e-05 1.391791e-05 2.333318e-06 2.900480e-07 [37,] 3.893030e-05 1.151615e-05 2.525774e-06 4.107239e-07 4.954525e-08 [38,] 6.633906e-06 1.903462e-06 4.049363e-07 6.387051e-08 7.501021e-09 [39,] 9.986695e-07 2.779406e-07 5.735217e-08 8.774899e-09 1.029742e-09 [40,] 1.328144e-07 3.585342e-08 7.176029e-09 1.065426e-09 1.507825e-10 [41,] 1.560408e-08 4.085817e-09 7.932145e-10 1.146611e-10 4.221920e-11 [42,] 1.619583e-09 4.113385e-10 7.746254e-11 1.122961e-11 2.640912e-11 [43,] 1.485044e-10 3.658400e-11 6.686276e-12 1.248554e-12 2.101037e-11 [44,] 1.202942e-11 2.874460e-12 5.127617e-13 3.549108e-13 1.766539e-11 [45,] 8.608402e-13 1.995465e-13 3.730294e-14 2.530002e-13 1.531797e-11 [46,] 5.442174e-14 1.225841e-14 4.667216e-15 2.163020e-13 1.324086e-11 [47,] 3.039547e-15 6.832229e-16 2.337506e-15 1.809496e-13 1.091596e-11 [48,] 1.500758e-16 4.827729e-17 1.775352e-15 1.405836e-13 8.289802e-12 [49,] 6.623740e-18 1.360568e-17 1.278925e-15 9.893369e-14 5.679643e-12 [50,] 3.114298e-19 8.214865e-18 8.278294e-16 6.225620e-14 3.472737e-12 [,11] [,12] [,13] [,14] [,15] [1,] 2.175791e-02 1.700467e-02 9.853416e-03 4.233242e-03 1.348427e-03 [2,] 6.847277e-02 5.190678e-02 2.917414e-02 1.215737e-02 3.756205e-03 [3,] 1.903660e-01 1.399751e-01 7.630977e-02 3.084445e-02 9.243619e-03 [4,] 4.675535e-01 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[1,] 7.907712e-06 3.110804e-06 [2,] 4.059149e-05 1.552532e-05 [3,] 1.843242e-04 6.864328e-05 [4,] 7.410639e-04 2.693380e-04 [5,] 2.641467e-03 9.404489e-04 [6,] 8.365482e-03 2.934647e-03 [7,] 2.361919e-02 8.235600e-03 [8,] 5.975907e-02 2.096802e-02 [9,] 1.365033e-01 4.896862e-02 [10,] 2.843197e-01 1.061370e-01 [11,] 5.463858e-01 2.155293e-01 [12,] 9.798042e-01 4.116006e-01 [13,] 1.651859e+00 7.366881e-01 [14,] 2.620189e+00 1.224522e+00 [15,] 3.886524e+00 1.868815e+00 [16,] 5.335518e+00 2.590932e+00 [17,] 6.705375e+00 3.236207e+00 [18,] 7.645685e+00 3.621794e+00 [19,] 7.866381e+00 3.622524e+00 [20,] 7.298383e+00 3.242521e+00 [21,] 6.153169e+00 2.620502e+00 [22,] 4.831394e+00 1.962715e+00 [23,] 3.737765e+00 1.448278e+00 [24,] 3.114603e+00 1.162839e+00 [25,] 2.975013e+00 1.087195e+00 [26,] 3.145573e+00 1.131528e+00 [27,] 3.376611e+00 1.188842e+00 [28,] 3.460464e+00 1.181732e+00 [29,] 3.304629e+00 1.084864e+00 [30,] 2.934112e+00 9.184295e-01 [31,] 2.438938e+00 7.230538e-01 [32,] 1.912327e+00 5.348973e-01 [33,] 1.417695e+00 3.742137e-01 [34,] 9.887420e-01 2.472455e-01 [35,] 6.419070e-01 1.529244e-01 [36,] 3.832123e-01 8.743538e-02 [37,] 2.081628e-01 4.564424e-02 [38,] 1.021581e-01 2.154641e-02 [39,] 4.515883e-02 9.140956e-03 [40,] 1.800893e-02 3.476541e-03 [41,] 6.523527e-03 1.186836e-03 [42,] 2.174351e-03 3.657390e-04 [43,] 6.791975e-04 1.028624e-04 [44,] 2.027497e-04 2.684732e-05 [45,] 5.855872e-05 6.635152e-06 [46,] 1.633213e-05 1.579192e-06 [47,] 4.331643e-06 3.637704e-07 [48,] 1.070045e-06 8.029594e-08 [49,] 2.416432e-07 1.665811e-08 [50,] 4.921332e-08 3.183171e-09 > 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 2.517 -0.104 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/74zj51292691416.ps",horizontal=F,onefile=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] 6.059066 6.170941 6.282815 6.394690 6.506565 6.618440 6.730315 [8] 6.842190 6.954065 7.065940 7.177814 7.289689 7.401564 7.513439 [15] 7.625314 7.737189 7.849064 7.960938 8.072813 8.184688 8.296563 [22] 8.408438 8.520313 8.632188 8.744063 8.855937 8.967812 9.079687 [29] 9.191562 9.303437 9.415312 9.527187 9.639062 9.750936 9.862811 [36] 9.974686 10.086561 10.198436 10.310311 10.422186 10.534060 10.645935 [43] 10.757810 10.869685 10.981560 11.093435 11.205310 11.317185 11.429059 [50] 11.540934 $yords [1] -0.83653799 -0.75137318 -0.66620836 -0.58104354 -0.49587873 -0.41071391 [7] -0.32554910 -0.24038428 -0.15521946 -0.07005465 0.01511017 0.10027498 [13] 0.18543980 0.27060462 0.35576943 0.44093425 0.52609906 0.61126388 [19] 0.69642870 0.78159351 0.86675833 0.95192314 1.03708796 1.12225278 [25] 1.20741759 1.29258241 1.37774722 1.46291204 1.54807686 1.63324167 [31] 1.71840649 1.80357130 1.88873612 1.97390094 2.05906575 2.14423057 [37] 2.22939538 2.31456020 2.39972502 2.48488983 2.57005465 2.65521946 [43] 2.74038428 2.82554910 2.91071391 2.99587873 3.08104354 3.16620836 [49] 3.25137318 3.33653799 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.308091e-27 8.120607e-26 1.412390e-24 1.740522e-23 1.519795e-22 [2,] 3.049698e-25 6.806921e-24 1.076465e-22 1.206171e-21 9.576486e-21 [3,] 2.369346e-23 4.808450e-22 6.914123e-21 7.044181e-20 5.085366e-19 [4,] 1.551270e-21 2.862508e-20 3.742500e-19 3.466891e-18 2.275776e-17 [5,] 8.559125e-20 1.436056e-18 1.707143e-17 1.437917e-16 8.582727e-16 [6,] 3.979817e-18 6.071387e-17 6.562502e-16 5.025973e-15 2.727841e-14 [7,] 1.559488e-16 2.163166e-15 2.125959e-14 1.480448e-13 7.306454e-13 [8,] 5.149801e-15 6.495026e-14 5.804029e-13 3.674998e-12 1.649280e-11 [9,] 1.433126e-13 1.643454e-12 1.335335e-11 7.687920e-11 3.137485e-10 [10,] 3.360990e-12 3.504480e-11 2.589051e-10 1.355353e-09 5.030092e-09 [11,] 6.642567e-11 6.297603e-10 4.230358e-09 2.013657e-08 6.796406e-08 [12,] 1.106349e-09 9.537062e-09 5.825081e-08 2.521219e-07 7.739270e-07 [13,] 1.552877e-08 1.217146e-07 6.759529e-07 2.660300e-06 7.427586e-06 [14,] 1.836827e-07 1.309053e-06 6.610255e-06 2.365617e-05 6.008015e-05 [15,] 1.830993e-06 1.186477e-05 5.447647e-05 1.772783e-04 4.096050e-04 [16,] 1.538131e-05 9.062540e-05 3.783465e-04 1.119612e-03 2.353797e-03 [17,] 1.088898e-04 5.833486e-04 2.214422e-03 5.959141e-03 1.140159e-02 [18,] 6.496341e-04 3.164421e-03 1.092250e-02 2.673058e-02 4.655685e-02 [19,] 3.266162e-03 1.446600e-02 4.540201e-02 1.010527e-01 1.602738e-01 [20,] 1.383865e-02 5.573019e-02 1.590453e-01 3.219657e-01 4.652115e-01 [21,] 4.941262e-02 1.809345e-01 4.695278e-01 8.645788e-01 1.138703e+00 [22,] 1.486858e-01 4.950410e-01 1.168150e+00 1.956795e+00 2.350835e+00 [23,] 3.770411e-01 1.141432e+00 2.449259e+00 3.732918e+00 4.094363e+00 [24,] 8.057413e-01 2.217935e+00 4.327864e+00 6.002546e+00 6.017704e+00 [25,] 1.451077e+00 3.631933e+00 6.444948e+00 8.136431e+00 7.466490e+00 [26,] 2.202284e+00 5.012084e+00 8.088685e+00 9.297776e+00 7.824281e+00 [27,] 2.816725e+00 5.828964e+00 8.555714e+00 8.958101e+00 6.928896e+00 [28,] 3.036015e+00 5.712922e+00 7.627175e+00 7.277834e+00 5.188972e+00 [29,] 2.757732e+00 4.718686e+00 5.730760e+00 4.986675e+00 3.289021e+00 [30,] 2.111005e+00 3.284597e+00 3.629253e+00 2.882280e+00 1.766286e+00 [31,] 1.361809e+00 1.926835e+00 1.937306e+00 1.405709e+00 8.045964e-01 [32,] 7.403435e-01 9.526039e-01 8.717280e-01 5.786799e-01 3.113149e-01 [33,] 3.391887e-01 3.969087e-01 3.306720e-01 2.011645e-01 1.024621e-01 [34,] 1.309608e-01 1.393754e-01 1.057522e-01 5.908356e-02 2.872997e-02 [35,] 4.261232e-02 4.124846e-02 2.851740e-02 1.467138e-02 6.873431e-03 [36,] 1.168487e-02 1.028883e-02 6.485248e-03 3.082562e-03 1.405006e-03 [37,] 2.700289e-03 2.163093e-03 1.244016e-03 5.485381e-04 2.456616e-04 [38,] 5.258915e-04 3.833121e-04 2.013336e-04 8.276451e-05 3.676827e-05 [39,] 8.631511e-05 5.725630e-05 2.750030e-05 1.060195e-05 4.712030e-06 [40,] 1.193947e-05 7.209664e-06 3.171469e-06 1.154650e-06 5.169481e-07 [41,] 1.391872e-06 7.653646e-07 3.089613e-07 1.070782e-07 4.851663e-08 [42,] 1.367528e-07 6.850639e-08 2.544101e-08 8.468402e-09 3.891059e-09 [43,] 1.132413e-08 5.170877e-09 1.772052e-09 5.719753e-10 2.663121e-10 [44,] 7.903515e-10 3.291926e-10 1.045024e-10 3.303397e-11 1.553120e-11 [45,] 4.649416e-11 1.768025e-11 5.223336e-12 1.632808e-12 7.706265e-13 [46,] 2.305466e-12 8.013184e-13 2.215526e-13 6.910188e-14 3.248349e-14 [47,] 9.636783e-14 3.065946e-14 7.985811e-15 2.503843e-15 1.161654e-15 [48,] 3.395863e-15 9.907496e-16 2.449743e-16 7.763309e-17 3.520161e-17 [49,] 1.008936e-16 2.705566e-17 6.405530e-18 2.057763e-18 9.033829e-19 [50,] 2.527684e-18 6.248070e-19 1.429758e-19 4.657044e-20 1.990975e-20 [,6] [,7] [,8] [,9] [,10] [1,] 9.406197e-22 4.134973e-21 1.308153e-20 3.215482e-20 8.364829e-20 [2,] 5.389835e-20 2.156168e-19 6.234861e-19 1.434289e-18 3.722955e-18 [3,] 2.602845e-18 9.477811e-18 2.508653e-17 5.436798e-17 1.418656e-16 [4,] 1.059335e-16 3.512208e-16 8.525054e-16 1.753938e-15 4.625865e-15 [5,] 3.633580e-15 1.097338e-14 2.448174e-14 4.822971e-14 1.289472e-13 [6,] 1.050435e-13 2.891038e-13 5.945510e-13 1.132127e-12 3.068902e-12 [7,] 2.559426e-12 6.423745e-12 1.222090e-11 2.271534e-11 6.226785e-11 [8,] 5.256228e-11 1.204040e-10 2.128278e-10 3.899666e-10 1.075445e-09 [9,] 9.098723e-10 1.904260e-09 3.143952e-09 5.731619e-09 1.578712e-08 [10,] 1.327669e-08 2.542124e-08 3.944850e-08 7.213039e-08 1.966961e-07 [11,] 1.633170e-07 2.865738e-07 4.210432e-07 7.769330e-07 2.077410e-06 [12,] 1.693748e-06 2.729476e-06 3.828537e-06 7.156701e-06 1.857846e-05 [13,] 1.481140e-05 2.197922e-05 2.970345e-05 5.631045e-05 1.405575e-04 [14,] 1.092291e-04 1.497551e-04 1.969011e-04 3.779167e-04 8.989227e-04 [15,] 6.794594e-04 8.641831e-04 1.116462e-03 2.160077e-03 4.856675e-03 [16,] 3.565998e-03 4.228384e-03 5.418981e-03 1.049897e-02 2.215560e-02 [17,] 1.579533e-02 1.756497e-02 2.252113e-02 4.333116e-02 8.530540e-02 [18,] 5.907172e-02 6.203627e-02 8.012472e-02 1.516570e-01 2.771258e-01 [19,] 1.866167e-01 1.865648e-01 2.438633e-01 4.496086e-01 7.594023e-01 [20,] 4.983197e-01 4.784815e-01 6.342487e-01 1.127952e+00 1.754981e+00 [21,] 1.125589e+00 1.048040e+00 1.407723e+00 2.392626e+00 3.419866e+00 [22,] 2.152577e+00 1.962900e+00 2.662350e+00 4.288382e+00 5.618584e+00 [23,] 3.489073e+00 3.146367e+00 4.283865e+00 6.490949e+00 7.781856e+00 [24,] 4.799228e+00 4.318203e+00 5.855807e+00 8.293294e+00 9.085410e+00 [25,] 5.609770e+00 5.074066e+00 6.790917e+00 8.941220e+00 8.940974e+00 [26,] 5.580606e+00 5.101922e+00 6.673263e+00 8.131967e+00 7.416239e+00 [27,] 4.732046e+00 4.385489e+00 5.550939e+00 6.237744e+00 5.184721e+00 [28,] 3.425251e+00 3.218496e+00 3.905117e+00 4.034753e+00 3.054903e+00 [29,] 2.119241e+00 2.013728e+00 2.321816e+00 2.200414e+00 1.517017e+00 [30,] 1.121891e+00 1.072489e+00 1.165981e+00 1.011681e+00 6.348875e-01 [31,] 5.084670e-01 4.854842e-01 4.943321e-01 3.921007e-01 2.239292e-01 [32,] 1.973178e-01 1.865255e-01 1.768661e-01 1.280971e-01 6.656224e-02 [33,] 6.553825e-02 6.074850e-02 5.338715e-02 3.527322e-02 1.667418e-02 [34,] 1.861604e-02 1.675303e-02 1.359226e-02 8.186510e-03 3.520123e-03 [35,] 4.516774e-03 3.908497e-03 2.918280e-03 1.601351e-03 6.262763e-04 [36,] 9.347614e-04 7.708145e-04 5.282977e-04 2.639965e-04 9.390037e-05 [37,] 1.647561e-04 1.284222e-04 8.063002e-05 3.667972e-05 1.186484e-05 [38,] 2.469376e-05 1.806583e-05 1.037388e-05 4.295001e-06 1.263439e-06 [39,] 3.142750e-06 2.144984e-06 1.125072e-06 4.238421e-07 1.133972e-07 [40,] 3.391895e-07 2.148813e-07 1.028472e-07 3.524925e-08 8.590605e-09 [41,] 3.100887e-08 1.815799e-08 7.924234e-09 2.470737e-09 5.589163e-10 [42,] 2.398905e-09 1.294022e-09 5.145894e-10 1.460993e-10 3.982930e-11 [43,] 1.569169e-10 7.775939e-11 2.816561e-11 7.424276e-12 1.166818e-11 [44,] 8.672818e-12 3.939541e-12 1.300974e-12 4.705911e-13 1.089146e-11 [45,] 4.048077e-13 1.682747e-13 5.248912e-14 1.820070e-13 1.066380e-11 [46,] 1.594934e-14 6.075339e-15 3.634680e-15 1.600797e-13 9.197424e-12 [47,] 5.303703e-16 2.005144e-16 1.783009e-15 1.287794e-13 6.778921e-12 [48,] 1.497359e-17 1.838773e-17 1.305437e-15 8.821333e-14 4.230449e-12 [49,] 4.297750e-19 9.653674e-18 8.296014e-16 5.107196e-14 2.228502e-12 [50,] 5.757193e-20 5.638453e-18 4.454159e-16 2.494344e-14 9.899609e-13 [,11] [,12] [,13] [,14] [,15] [1,] 3.285490e-19 1.435958e-18 4.967185e-18 1.279181e-17 8.728681e-17 [2,] 1.456408e-17 5.949592e-17 1.880191e-16 4.317735e-16 1.385682e-15 [3,] 5.477122e-16 2.080082e-15 5.999738e-15 1.244804e-14 2.445890e-14 [4,] 1.745391e-14 6.134886e-14 1.613789e-13 3.038562e-13 4.523509e-13 [5,] 4.708133e-13 1.526033e-12 3.658554e-12 6.260686e-12 7.895486e-12 [6,] 1.074102e-11 3.200959e-11 6.990478e-11 1.087696e-10 1.216087e-10 [7,] 2.070932e-10 5.660995e-10 1.125704e-09 1.592814e-09 1.605123e-09 [8,] 3.372534e-09 8.440284e-09 1.527762e-08 1.965809e-08 1.795865e-08 [9,] 4.636724e-08 1.060811e-07 1.747414e-07 2.044649e-07 1.696671e-07 [10,] 5.379758e-07 1.123840e-06 1.684372e-06 1.792206e-06 1.351777e-06 [11,] 5.265999e-06 1.003542e-05 1.368295e-05 1.323877e-05 9.078234e-06 [12,] 4.347729e-05 7.552936e-05 9.367409e-05 8.241335e-05 5.138315e-05 [13,] 3.027078e-04 4.791031e-04 5.404468e-04 4.323498e-04 2.450973e-04 [14,] 1.777059e-03 2.561338e-03 2.627728e-03 1.911446e-03 9.852549e-04 [15,] 8.795188e-03 1.154036e-02 1.076710e-02 7.121577e-03 3.337696e-03 [16,] 3.669569e-02 4.382096e-02 3.717991e-02 2.236035e-02 9.528696e-03 [17,] 1.290566e-01 1.402324e-01 1.081951e-01 5.916550e-02 2.292491e-02 [18,] 3.825758e-01 3.781952e-01 2.653365e-01 1.319309e-01 4.648044e-02 [19,] 9.558889e-01 8.595700e-01 5.483718e-01 2.479203e-01 7.941850e-02 [20,] 2.012962e+00 1.646424e+00 9.550845e-01 3.926135e-01 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1.302726e-05 6.707432e-06 2.737796e-06 8.264526e-07 1.793886e-07 [42,] 1.443183e-06 6.930457e-07 2.599056e-07 7.160325e-08 1.414986e-08 [43,] 1.355330e-07 6.051060e-08 2.081547e-08 5.230296e-09 9.407752e-10 [44,] 1.078208e-08 4.462331e-09 1.406099e-09 3.220710e-10 5.271928e-11 [45,] 7.261227e-10 2.778380e-10 8.010052e-11 1.671781e-11 2.489944e-12 [46,] 4.137263e-11 1.460110e-11 3.847572e-12 7.314488e-13 9.911348e-14 [47,] 1.993403e-12 6.474861e-13 1.558202e-13 2.697400e-14 3.324978e-15 [48,] 8.119372e-14 2.422358e-14 5.320033e-15 8.384040e-16 9.400596e-17 [49,] 2.796532e-15 7.644218e-16 1.531179e-16 2.196308e-17 2.239877e-18 [50,] 8.168920e-17 2.034587e-17 3.714852e-18 4.849119e-19 4.497777e-20 [,47] [,48] [,49] [,50] [1,] 1.347266e-01 6.891402e-02 2.641851e-02 7.293231e-03 [2,] 3.122815e-01 1.508416e-01 5.311777e-02 1.342681e-02 [3,] 6.290474e-01 2.808972e-01 9.073428e-02 2.117605e-02 [4,] 1.084296e+00 4.453256e-01 1.330645e-01 2.937038e-02 [5,] 1.596445e+00 6.077726e-01 1.724106e-01 3.801750e-02 [6,] 2.030913e+00 7.367906e-01 2.102872e-01 5.061782e-02 [7,] 2.310115e+00 8.487596e-01 2.660291e-01 7.483731e-02 [8,] 2.523883e+00 1.022751e+00 3.719069e-01 1.209813e-01 [9,] 2.909080e+00 1.355354e+00 5.565770e-01 2.025615e-01 [10,] 3.667666e+00 1.887156e+00 8.396029e-01 3.451750e-01 [11,] 4.777965e+00 2.588178e+00 1.258867e+00 5.994537e-01 [12,] 6.019053e+00 3.450138e+00 1.908648e+00 1.033993e+00 [13,] 7.240150e+00 4.595885e+00 2.915362e+00 1.683503e+00 [14,] 8.607438e+00 6.231090e+00 4.308755e+00 2.473005e+00 [15,] 1.050614e+01 8.398892e+00 5.878724e+00 3.196234e+00 [16,] 1.312472e+01 1.076391e+01 7.193477e+00 3.606963e+00 [17,] 1.613762e+01 1.270086e+01 7.829198e+00 3.569571e+00 [18,] 1.882553e+01 1.365707e+01 7.627369e+00 3.137265e+00 [19,] 2.050101e+01 1.345876e+01 6.753893e+00 2.495242e+00 [20,] 2.084254e+01 1.232426e+01 5.547019e+00 1.838983e+00 [21,] 1.994336e+01 1.066677e+01 4.325217e+00 1.292064e+00 [22,] 1.816952e+01 8.890466e+00 3.285254e+00 8.944041e-01 [23,] 1.596272e+01 7.266749e+00 2.490158e+00 6.286670e-01 [24,] 1.365557e+01 5.886784e+00 1.903079e+00 4.525471e-01 [25,] 1.137324e+01 4.694963e+00 1.444064e+00 3.251934e-01 [26,] 9.090052e+00 3.594456e+00 1.049215e+00 2.226744e-01 [27,] 6.797344e+00 2.553962e+00 7.012631e-01 1.390066e-01 [28,] 4.623974e+00 1.632741e+00 4.176324e-01 7.667037e-02 [29,] 2.793115e+00 9.176227e-01 2.169214e-01 3.664867e-02 [30,] 1.471439e+00 4.463489e-01 9.696400e-02 1.501104e-02 [31,] 6.677741e-01 1.860426e-01 3.699958e-02 5.233799e-03 [32,] 2.589743e-01 6.603302e-02 1.199290e-02 1.547327e-03 [33,] 8.538708e-02 1.988052e-02 3.292201e-03 3.869779e-04 [34,] 2.385758e-02 5.064744e-03 7.639723e-04 8.175347e-05 [35,] 5.637317e-03 1.090164e-03 1.496919e-04 1.457665e-05 [36,] 1.125053e-03 1.980699e-04 2.474779e-05 2.192309e-06 [37,] 1.894864e-04 3.035842e-05 3.450617e-06 2.780280e-07 [38,] 2.691932e-05 3.923821e-06 4.056531e-07 2.972505e-08 [39,] 3.224733e-06 4.275710e-07 4.020085e-08 2.678842e-09 [40,] 3.256691e-07 3.927446e-08 3.358058e-09 2.034807e-10 [41,] 2.772392e-08 3.040693e-09 2.364184e-10 1.302645e-11 [42,] 1.989271e-09 1.984137e-10 1.402806e-11 7.028196e-13 [43,] 1.203011e-10 1.091163e-11 7.014937e-13 3.195696e-14 [44,] 6.131473e-12 5.057248e-13 2.956309e-14 1.224569e-15 [45,] 2.633737e-13 1.975339e-14 1.049964e-15 3.954548e-17 [46,] 9.534193e-15 6.502279e-16 3.142622e-17 1.076223e-18 [47,] 2.908661e-16 1.803771e-17 7.926829e-19 2.468288e-20 [48,] 7.478259e-18 4.216880e-19 1.684996e-20 4.770683e-22 [49,] 1.620317e-19 8.307864e-21 3.018458e-22 7.770548e-24 [50,] 2.958668e-21 1.379373e-22 4.556850e-24 1.066634e-25 > 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 3.9035 -0.2449 > abline(r) > box() > dev.off() null device 1 > > try(system("convert tmp/1q8le1292691416.ps tmp/1q8le1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/2q8le1292691416.ps tmp/2q8le1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/3q8le1292691416.ps tmp/3q8le1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/4jhkh1292691416.ps tmp/4jhkh1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/5jhkh1292691416.ps tmp/5jhkh1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/6c8jj1292691416.ps tmp/6c8jj1292691416.png",intern=TRUE)) character(0) > try(system("convert tmp/74zj51292691416.ps tmp/74zj51292691416.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.066 1.465 7.156