R version 2.7.2 (2008-08-25) Copyright (C) 2008 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(3,3.5,3.9,4.4,3.5,4.7,1.6,2.3,1.2,1.4,2.7,1.5,2.1,0.5,1.7,3.6,3.2,1.7,5.6,3.7,4.3,5.9,4.8,6,5.6,6.7,3.3,3,1.6,1.7,1.1,-0.3,3,2.7,1.8,1.5,1,0.5,2.8,1.4,1.7,2.6,1.9,3.9,1.5,-0.5,1.9,1,0.1,-3.1,-0.8,0.7,1.4,2.8,1.9,1.1,1.4,2.9,2.9,2.9) > y <- c(19.2,26.6,26.6,31.4,31.2,26.4,20.7,20.7,15,13.3,8.7,10.2,4.3,-0.1,-4.6,-3.9,-3.5,-3.4,-2.5,-1.1,0.3,-0.9,3.6,2.7,-0.2,-1,5.8,6.4,9.6,13.2,10.6,10.9,12.9,15.9,12.2,9.1,9,17.4,14.7,17,13.7,9.5,14.8,13.6,12.6,8.9,10.2,12.7,16,10.4,9.9,9.5,8.6,10,3.5,-4.2,-4.4,-1.5,-0.1,0.8) > x <- c(4.8,5.5,5.4,5.9,5.8,5.1,4.1,4.4,3.6,3.5,3.1,2.9,2.2,1.4,1.2,1.3,1.3,1.3,1.8,1.8,1.8,1.7,2.1,2,1.7,1.9,2.3,2.4,2.5,2.8,2.6,2.2,2.8,2.8,2.8,2.3,2.2,3,2.9,2.7,2.7,2.3,2.4,2.8,2.3,2,1.9,2.3,2.7,1.8,2,2.1,2,2.4,1.7,1,1.2,1.4,1.7,1.8) > par7 = 'inflatie onbewerkt levensmiddelen' > par6 = 'Inflatie energiedragers' > par5 = 'Belgische inflatie' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1m9yz1226312405.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2bghk1226312405.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3pr001226312405.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4hq5d1226312405.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/50qvn1226312405.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -8.850 7.059 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6q3r71226312405.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] -8.9455969 -8.0335318 -7.1214666 -6.2094014 -5.2973362 -4.3852710 [7] -3.4732059 -2.5611407 -1.6490755 -0.7370103 0.1750549 1.0871201 [13] 1.9991852 2.9112504 3.8233156 4.7353808 5.6474460 6.5595111 [19] 7.4715763 8.3836415 9.2957067 10.2077719 11.1198370 12.0319022 [25] 12.9439674 13.8560326 14.7680978 15.6801630 16.5922281 17.5042933 [31] 18.4163585 19.3284237 20.2404889 21.1525540 22.0646192 22.9766844 [37] 23.8887496 24.8008148 25.7128799 26.6249451 27.5370103 28.4490755 [43] 29.3611407 30.2732059 31.1852710 32.0973362 33.0094014 33.9214666 [49] 34.8335318 35.7455969 $yords [1] -4.00279637 -3.76594754 -3.52909870 -3.29224987 -3.05540104 -2.81855221 [7] -2.58170338 -2.34485455 -2.10800572 -1.87115689 -1.63430805 -1.39745922 [13] -1.16061039 -0.92376156 -0.68691273 -0.45006390 -0.21321507 0.02363377 [19] 0.26048260 0.49733143 0.73418026 0.97102909 1.20787792 1.44472675 [25] 1.68157558 1.91842442 2.15527325 2.39212208 2.62897091 2.86581974 [31] 3.10266857 3.33951740 3.57636623 3.81321507 4.05006390 4.28691273 [37] 4.52376156 4.76061039 4.99745922 5.23430805 5.47115689 5.70800572 [43] 5.94485455 6.18170338 6.41855221 6.65540104 6.89224987 7.12909870 [49] 7.36594754 7.60279637 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.582831e-12 8.162691e-12 1.591885e-11 2.688727e-11 4.352803e-11 [2,] 3.027992e-11 6.799860e-11 1.305994e-10 2.154964e-10 3.182182e-10 [3,] 2.314585e-10 5.123706e-10 9.697222e-10 1.571912e-09 2.217734e-09 [4,] 1.600230e-09 3.491963e-09 6.514092e-09 1.039538e-08 1.428201e-08 [5,] 1.000645e-08 2.152523e-08 3.958140e-08 6.223554e-08 8.388980e-08 [6,] 5.659328e-08 1.200092e-07 2.175364e-07 3.371140e-07 4.471305e-07 [7,] 2.894936e-07 6.051617e-07 1.081355e-06 1.651824e-06 2.158235e-06 [8,] 1.339369e-06 2.760041e-06 4.861770e-06 7.320846e-06 9.426809e-06 [9,] 5.604674e-06 1.138541e-05 1.977017e-05 2.934654e-05 3.724805e-05 [10,] 2.121232e-05 4.247856e-05 7.271342e-05 1.064005e-04 1.331261e-04 [11,] 7.261296e-05 1.433438e-04 2.418839e-04 3.489157e-04 4.303527e-04 [12,] 2.248165e-04 4.374979e-04 7.277591e-04 1.034870e-03 1.258288e-03 [13,] 6.295502e-04 1.207706e-03 1.980416e-03 2.776131e-03 3.327567e-03 [14,] 1.594486e-03 3.015329e-03 4.874313e-03 6.735697e-03 7.959093e-03 [15,] 3.652576e-03 6.809205e-03 1.085073e-02 1.478134e-02 1.721831e-02 [16,] 7.567729e-03 1.390740e-02 2.184701e-02 2.933816e-02 3.369044e-02 [17,] 1.418144e-02 2.569116e-02 3.978446e-02 5.266728e-02 5.962289e-02 [18,] 2.403604e-02 4.292492e-02 6.552743e-02 8.551399e-02 9.543533e-02 [19,] 3.684627e-02 6.486695e-02 9.761599e-02 1.255805e-01 1.381642e-01 [20,] 5.108724e-02 8.865955e-02 1.315246e-01 1.667998e-01 1.809140e-01 [21,] 6.406478e-02 1.096013e-01 1.602807e-01 2.003815e-01 2.142592e-01 [22,] 7.266318e-02 1.225445e-01 1.766622e-01 2.177250e-01 2.295079e-01 [23,] 7.454140e-02 1.239254e-01 1.761142e-01 2.139675e-01 2.223550e-01 [24,] 6.916219e-02 1.133483e-01 1.587937e-01 1.901849e-01 1.948443e-01 [25,] 5.804008e-02 9.376862e-02 1.294972e-01 1.528950e-01 1.544261e-01 [26,] 4.405300e-02 7.015980e-02 9.551594e-02 1.111730e-01 1.106995e-01 [27,] 3.024203e-02 4.747962e-02 6.372056e-02 7.311299e-02 7.177352e-02 [28,] 1.877736e-02 2.906124e-02 3.844781e-02 4.348895e-02 4.208978e-02 [29,] 1.054499e-02 1.608828e-02 2.098225e-02 2.339661e-02 2.232466e-02 [30,] 5.356066e-03 8.055503e-03 1.035668e-02 1.138457e-02 1.071003e-02 [31,] 2.460559e-03 3.648078e-03 4.623576e-03 5.010381e-03 4.647293e-03 [32,] 1.022374e-03 1.494252e-03 1.866913e-03 1.994420e-03 1.823990e-03 [33,] 3.842148e-04 5.535690e-04 6.818029e-04 7.180528e-04 6.475600e-04 [34,] 1.305949e-04 1.854847e-04 2.252077e-04 2.338275e-04 2.079794e-04 [35,] 4.014822e-05 5.621242e-05 6.728188e-05 6.887247e-05 6.044351e-05 [36,] 1.116337e-05 1.540799e-05 1.818057e-05 1.834991e-05 1.590412e-05 [37,] 2.807448e-06 3.819869e-06 4.443406e-06 4.423008e-06 3.793509e-06 [38,] 6.385832e-07 8.565306e-07 9.822912e-07 9.647912e-07 8.225581e-07 [39,] 1.313745e-07 1.737124e-07 1.964315e-07 1.905828e-07 1.631539e-07 [40,] 2.444524e-08 3.186555e-08 3.553894e-08 3.414774e-08 3.000281e-08 [41,] 4.114057e-09 5.287304e-09 5.819592e-09 5.569712e-09 5.253202e-09 [42,] 6.262407e-10 7.936132e-10 8.633029e-10 8.336046e-10 9.155898e-10 [43,] 8.622237e-11 1.077813e-10 1.162541e-10 1.164396e-10 1.673464e-10 [44,] 1.073809e-11 1.325120e-11 1.427694e-11 1.568010e-11 3.290545e-11 [45,] 1.209816e-12 1.476554e-12 1.615411e-12 2.140220e-12 6.794256e-12 [46,] 1.233437e-13 1.495109e-13 1.720267e-13 3.110027e-13 1.400338e-12 [47,] 1.138693e-14 1.383972e-14 1.792699e-14 4.861608e-14 2.759443e-13 [48,] 9.533155e-16 1.186595e-15 1.930099e-15 7.872617e-15 5.068320e-14 [49,] 7.262941e-17 9.678072e-17 2.238275e-16 1.253863e-15 8.569659e-15 [50,] 5.074660e-18 7.861986e-18 2.776590e-17 1.891126e-16 1.326648e-15 [,6] [,7] [,8] [,9] [,10] [1,] 1.142122e-10 7.353393e-10 6.048415e-09 4.580798e-08 3.058338e-07 [2,] 5.622177e-10 2.340333e-09 1.696417e-08 1.222807e-07 7.809632e-07 [3,] 3.111016e-09 7.798415e-09 4.493064e-08 3.044927e-07 1.866670e-06 [4,] 1.786078e-08 2.908748e-08 1.149604e-07 7.056136e-07 4.151835e-06 [5,] 9.916812e-08 1.226401e-07 2.990128e-07 1.529079e-06 8.555172e-06 [6,] 5.124118e-07 5.487125e-07 8.483875e-07 3.162279e-06 1.632890e-05 [7,] 2.422337e-06 2.417523e-06 2.719727e-06 6.542745e-06 2.913328e-05 [8,] 1.040393e-05 1.000659e-05 9.445062e-06 1.454593e-05 4.996866e-05 [9,] 4.048716e-05 3.805319e-05 3.295064e-05 3.646466e-05 8.730660e-05 [10,] 1.426025e-04 1.317046e-04 1.092347e-04 1.002062e-04 1.675718e-04 [11,] 4.544077e-04 4.133133e-04 3.344541e-04 2.802708e-04 3.646847e-04 [12,] 1.309793e-03 1.174312e-03 9.341514e-04 7.509064e-04 8.566488e-04 [13,] 3.414846e-03 3.018997e-03 2.368222e-03 1.865657e-03 2.010864e-03 [14,] 8.052681e-03 7.021351e-03 5.438700e-03 4.237429e-03 4.472448e-03 [15,] 1.717542e-02 1.477141e-02 1.130596e-02 8.747533e-03 9.182854e-03 [16,] 3.313373e-02 2.810956e-02 2.126864e-02 1.637631e-02 1.721646e-02 [17,] 5.781359e-02 4.838549e-02 3.620397e-02 2.778110e-02 2.935027e-02 [18,] 9.124024e-02 7.533668e-02 5.576397e-02 4.269592e-02 4.542808e-02 [19,] 1.302389e-01 1.061040e-01 7.772210e-02 5.944681e-02 6.380953e-02 [20,] 1.681488e-01 1.351748e-01 9.802766e-02 7.499317e-02 8.133657e-02 [21,] 1.963572e-01 1.557774e-01 1.118901e-01 8.573070e-02 9.410215e-02 [22,] 2.073965e-01 1.623919e-01 1.155858e-01 8.883078e-02 9.884522e-02 [23,] 1.981339e-01 1.531383e-01 1.080750e-01 8.344870e-02 9.430772e-02 [24,] 1.712068e-01 1.306390e-01 9.147511e-02 7.109883e-02 8.178547e-02 [25,] 1.338105e-01 1.008194e-01 7.009759e-02 5.497004e-02 6.454396e-02 [26,] 9.459531e-02 7.039081e-02 4.864338e-02 3.860066e-02 4.645380e-02 [27,] 6.048717e-02 4.446460e-02 3.057919e-02 2.465810e-02 3.061578e-02 [28,] 3.498464e-02 2.541467e-02 1.742618e-02 1.437281e-02 1.862079e-02 [29,] 1.830304e-02 1.314647e-02 9.014131e-03 7.690126e-03 1.060130e-02 [30,] 8.662054e-03 6.156766e-03 4.243826e-03 3.820820e-03 5.785414e-03 [31,] 3.708619e-03 2.612535e-03 1.828644e-03 1.800291e-03 3.126983e-03 [32,] 1.436764e-03 1.006198e-03 7.294558e-04 8.314743e-04 1.726720e-03 [33,] 5.038879e-04 3.530528e-04 2.753605e-04 3.913328e-04 9.844301e-04 [34,] 1.601349e-04 1.137687e-04 1.020281e-04 1.922574e-04 5.690545e-04 [35,] 4.621647e-05 3.423193e-05 3.883141e-05 9.767697e-05 3.226314e-04 [36,] 1.217264e-05 9.919439e-06 1.563581e-05 4.955926e-05 1.740333e-04 [37,] 2.956823e-06 2.899925e-06 6.590017e-06 2.419853e-05 8.751126e-05 [38,] 6.767561e-07 8.947152e-07 2.790422e-06 1.107757e-05 4.054950e-05 [39,] 1.516202e-07 2.942867e-07 1.138274e-06 4.684228e-06 1.721252e-05 [40,] 3.499749e-08 9.976419e-08 4.349447e-07 1.816020e-06 6.675034e-06 [41,] 8.640410e-09 3.321370e-08 1.533485e-07 6.432810e-07 2.362281e-06 [42,] 2.263142e-09 1.046853e-08 4.953017e-08 2.079091e-07 7.626988e-07 [43,] 6.010222e-10 3.059858e-09 1.461049e-08 6.128635e-08 2.246854e-07 [44,] 1.543871e-10 8.211751e-10 3.931572e-09 1.647779e-08 6.041737e-08 [45,] 3.719740e-11 2.014703e-10 9.648605e-10 4.042166e-09 1.483816e-08 [46,] 8.273187e-12 4.511305e-11 2.159840e-10 9.051356e-10 3.331388e-09 [47,] 1.686329e-12 9.215226e-12 4.411548e-11 1.851368e-10 6.847075e-10 [48,] 3.140652e-13 1.717293e-12 8.226018e-12 3.462419e-11 1.291051e-10 [49,] 5.338850e-14 2.920473e-13 1.401290e-12 5.929632e-12 2.240430e-11 [50,] 8.282089e-15 4.534720e-14 2.183063e-13 9.320437e-13 3.594786e-12 [,11] [,12] [,13] [,14] [,15] [1,] 1.798208e-06 9.337135e-06 4.290045e-05 1.745136e-04 6.280789e-04 [2,] 4.378546e-06 2.161798e-05 9.434950e-05 3.650181e-04 1.253505e-03 [3,] 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0.0010782662 4.120284e-04 1.353678e-04 3.813617e-05 9.199699e-06 [33,] 0.0020301295 7.674404e-04 2.489691e-04 6.919644e-05 1.646046e-05 [34,] 0.0034775798 1.297002e-03 4.149234e-04 1.136917e-04 2.666008e-05 [35,] 0.0054017215 1.986106e-03 6.262778e-04 1.691359e-04 3.909006e-05 [36,] 0.0076084298 2.756757e-03 8.565870e-04 2.279531e-04 5.191450e-05 [37,] 0.0097307828 3.472870e-03 1.062918e-03 2.786310e-04 6.251042e-05 [38,] 0.0113287844 3.979824e-03 1.199069e-03 3.094477e-04 6.835543e-05 [39,] 0.0120557723 4.164345e-03 1.233864e-03 3.132084e-04 6.806586e-05 [40,] 0.0118026061 4.002093e-03 1.164356e-03 2.903130e-04 6.198934e-05 [41,] 0.0107305305 3.563489e-03 1.015766e-03 2.482520e-04 5.198360e-05 [42,] 0.0091735844 2.974822e-03 8.284221e-04 1.979106e-04 4.053441e-05 [43,] 0.0074786870 2.360978e-03 6.403153e-04 1.490583e-04 2.976656e-05 [44,] 0.0058838847 1.804362e-03 4.753894e-04 1.075371e-04 2.087685e-05 [45,] 0.0044907111 1.337207e-03 3.419654e-04 7.507198e-05 1.414419e-05 [46,] 0.0033117453 9.590875e-04 2.383585e-04 5.082269e-05 9.295963e-06 [47,] 0.0023334680 6.591048e-04 1.596210e-04 3.313819e-05 5.897363e-06 [48,] 0.0015490567 4.280493e-04 1.013328e-04 2.054795e-05 3.568959e-06 [49,] 0.0009564954 2.592365e-04 6.015416e-05 1.194876e-05 2.031675e-06 [50,] 0.0005439546 1.448688e-04 3.301794e-05 6.438968e-06 1.074366e-06 [,49] [,50] [1,] 4.997507e-03 3.016297e-03 [2,] 1.069575e-02 6.433940e-03 [3,] 2.080150e-02 1.244611e-02 [4,] 3.674640e-02 2.182947e-02 [5,] 5.894901e-02 3.471132e-02 [6,] 8.588051e-02 5.004478e-02 [7,] 1.136622e-01 6.543936e-02 [8,] 1.367576e-01 7.765324e-02 [9,] 1.497663e-01 8.369795e-02 [10,] 1.495437e-01 8.205168e-02 [11,] 1.364822e-01 7.329890e-02 [12,] 1.142171e-01 5.982058e-02 [13,] 8.799290e-02 4.474784e-02 [14,] 6.268605e-02 3.080327e-02 [15,] 4.148390e-02 1.960118e-02 [16,] 2.560244e-02 1.158276e-02 [17,] 1.477305e-02 6.381135e-03 [18,] 7.973807e-03 3.285785e-03 [19,] 4.019335e-03 1.582225e-03 [20,] 1.885629e-03 7.113622e-04 [21,] 8.196816e-04 2.976122e-04 [22,] 3.286116e-04 1.153571e-04 [23,] 1.209709e-04 4.123376e-05 [24,] 4.074393e-05 1.353328e-05 [25,] 1.252320e-05 4.063986e-06 [26,] 3.513726e-06 1.114722e-06 [27,] 9.200203e-07 2.825165e-07 [28,] 2.817171e-07 7.664081e-08 [29,] 2.354373e-07 4.807857e-08 [30,] 4.613708e-07 8.457138e-08 [31,] 9.756006e-07 1.747883e-07 [32,] 1.898858e-06 3.352078e-07 [33,] 3.349536e-06 5.828754e-07 [34,] 5.347570e-06 9.172577e-07 [35,] 7.727860e-06 1.306460e-06 [36,] 1.011361e-05 1.684930e-06 [37,] 1.199712e-05 1.969185e-06 [38,] 1.291844e-05 2.088236e-06 [39,] 1.265789e-05 2.013751e-06 [40,] 1.133024e-05 1.772153e-06 [41,] 9.322070e-06 1.431166e-06 [42,] 7.114046e-06 1.069551e-06 [43,] 5.097215e-06 7.482251e-07 [44,] 3.477268e-06 4.967925e-07 [45,] 2.286735e-06 3.172073e-07 [46,] 1.458581e-06 1.963244e-07 [47,] 8.996999e-07 1.176764e-07 [48,] 5.310000e-07 6.768237e-08 [49,] 2.957168e-07 3.684911e-08 [50,] 1.533775e-07 1.873570e-08 > 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 2.58228 -0.02243 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7l2u71226312405.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] 0.4754153 0.5968269 0.7182385 0.8396502 0.9610618 1.0824734 1.2038850 [8] 1.3252966 1.4467083 1.5681199 1.6895315 1.8109431 1.9323547 2.0537664 [15] 2.1751780 2.2965896 2.4180012 2.5394128 2.6608245 2.7822361 2.9036477 [22] 3.0250593 3.1464709 3.2678826 3.3892942 3.5107058 3.6321174 3.7535291 [29] 3.8749407 3.9963523 4.1177639 4.2391755 4.3605872 4.4819988 4.6034104 [36] 4.7248220 4.8462336 4.9676453 5.0890569 5.2104685 5.3318801 5.4532917 [43] 5.5747034 5.6961150 5.8175266 5.9389382 6.0603498 6.1817615 6.3031731 [50] 6.4245847 $yords [1] -4.00279637 -3.76594754 -3.52909870 -3.29224987 -3.05540104 -2.81855221 [7] -2.58170338 -2.34485455 -2.10800572 -1.87115689 -1.63430805 -1.39745922 [13] -1.16061039 -0.92376156 -0.68691273 -0.45006390 -0.21321507 0.02363377 [19] 0.26048260 0.49733143 0.73418026 0.97102909 1.20787792 1.44472675 [25] 1.68157558 1.91842442 2.15527325 2.39212208 2.62897091 2.86581974 [31] 3.10266857 3.33951740 3.57636623 3.81321507 4.05006390 4.28691273 [37] 4.52376156 4.76061039 4.99745922 5.23430805 5.47115689 5.70800572 [43] 5.94485455 6.18170338 6.41855221 6.65540104 6.89224987 7.12909870 [49] 7.36594754 7.60279637 $zden [,1] [,2] [,3] [,4] [,5] [1,] 9.524215e-04 1.275581e-03 1.457943e-03 1.422253e-03 1.184821e-03 [2,] 3.172215e-03 4.340251e-03 5.067811e-03 5.050438e-03 4.298071e-03 [3,] 9.339092e-03 1.305359e-02 1.557072e-02 1.585222e-02 1.378174e-02 [4,] 2.430275e-02 3.470196e-02 4.228690e-02 4.398046e-02 3.906106e-02 [5,] 5.590034e-02 8.154293e-02 1.015105e-01 1.078544e-01 9.785715e-02 [6,] 1.136533e-01 1.693664e-01 2.153899e-01 2.337893e-01 2.166956e-01 [7,] 2.042482e-01 3.109400e-01 4.039687e-01 4.479400e-01 4.241469e-01 [8,] 3.244464e-01 5.045851e-01 6.696975e-01 7.586188e-01 7.338228e-01 [9,] 4.555500e-01 7.237703e-01 9.813370e-01 1.135628e+00 1.122212e+00 [10,] 5.653765e-01 9.176470e-01 1.271060e+00 1.502646e+00 1.516936e+00 [11,] 6.202230e-01 1.028393e+00 1.455200e+00 1.757463e+00 1.812460e+00 [12,] 6.014043e-01 1.018711e+00 1.472610e+00 1.816871e+00 1.914160e+00 [13,] 5.154585e-01 8.919720e-01 1.317229e+00 1.660239e+00 1.786887e+00 [14,] 3.905075e-01 6.903353e-01 1.041462e+00 1.340991e+00 1.474433e+00 [15,] 2.615011e-01 4.722560e-01 7.278366e-01 9.573913e-01 1.075380e+00 [16,] 1.547840e-01 2.855639e-01 4.496069e-01 6.041737e-01 6.932788e-01 [17,] 8.098178e-02 1.526292e-01 2.454938e-01 3.370100e-01 3.950604e-01 [18,] 3.745044e-02 7.210753e-02 1.184832e-01 1.661623e-01 1.989891e-01 [19,] 1.530859e-02 3.011148e-02 5.054539e-02 7.241543e-02 8.859437e-02 [20,] 5.531230e-03 1.111455e-02 1.905964e-02 2.789579e-02 3.486547e-02 [21,] 1.766514e-03 3.626273e-03 6.352677e-03 9.498521e-03 1.212833e-02 [22,] 4.986788e-04 1.045773e-03 1.871577e-03 2.858800e-03 3.729314e-03 [23,] 1.244322e-04 2.665772e-04 4.873793e-04 7.605418e-04 1.013655e-03 [24,] 2.744440e-05 6.006442e-05 1.121854e-04 1.788454e-04 2.435617e-04 [25,] 5.350357e-06 1.196244e-05 2.282524e-05 3.717519e-05 5.174040e-05 [26,] 9.219774e-07 2.105870e-06 4.104932e-06 6.830639e-06 9.719514e-06 [27,] 1.404325e-07 3.276826e-07 6.525482e-07 1.109500e-06 1.615255e-06 [28,] 1.890699e-08 4.506967e-08 9.169363e-08 1.593304e-07 2.376876e-07 [29,] 2.250018e-09 5.479326e-09 1.138937e-08 2.023392e-08 3.102911e-08 [30,] 2.366794e-10 5.888253e-10 1.250615e-09 2.273511e-09 3.608571e-09 [31,] 2.200613e-11 5.593285e-11 1.214137e-10 2.262827e-10 3.773474e-10 [32,] 1.808586e-12 4.696628e-12 1.042491e-11 2.000492e-11 3.624520e-11 [33,] 1.313871e-13 3.486450e-13 7.922755e-13 1.581959e-12 3.357995e-12 [34,] 8.437077e-15 2.288505e-14 5.340667e-14 1.141184e-13 3.322408e-13 [35,] 4.789470e-16 1.329140e-15 3.214471e-15 7.968775e-15 4.079498e-14 [36,] 2.403925e-17 6.845131e-17 1.769743e-16 6.335802e-16 6.736877e-15 [37,] 1.067607e-18 3.154068e-18 9.786885e-18 7.332989e-17 1.377520e-15 [38,] 4.209138e-20 1.355503e-19 7.133586e-19 1.244053e-17 3.049293e-16 [39,] 1.498593e-21 6.485732e-21 8.791235e-20 2.450190e-18 6.672411e-17 [40,] 5.266519e-23 5.074681e-22 1.467510e-20 4.786467e-19 1.374200e-17 [41,] 2.525648e-24 6.594865e-23 2.521459e-21 8.718635e-20 2.594888e-18 [42,] 2.266068e-25 9.740164e-24 4.036181e-22 1.444560e-20 4.427323e-19 [43,] 2.762962e-26 1.360763e-24 5.846855e-23 2.151261e-21 6.767450e-20 [44,] 3.337421e-27 1.718210e-25 7.583457e-24 2.860698e-22 9.220661e-21 [45,] 3.662344e-28 1.937596e-26 8.760865e-25 3.383735e-23 1.116366e-21 [46,] 3.585797e-29 1.942650e-27 8.988582e-26 3.551885e-24 1.198796e-22 [47,] 3.117627e-30 1.727755e-28 8.176098e-27 3.304139e-25 1.140551e-23 [48,] 2.402422e-31 1.361332e-29 6.586845e-28 2.721983e-26 9.611269e-25 [49,] 1.639206e-32 9.495888e-31 4.698008e-29 1.986106e-27 7.183253e-26 [50,] 9.899058e-34 5.863860e-32 2.968913e-30 1.287096e-28 4.798510e-27 [,6] [,7] [,8] [,9] [,10] [1,] 8.450695e-04 5.225985e-04 2.980622e-04 2.026191e-04 2.636465e-04 [2,] 3.131480e-03 1.976797e-03 1.143230e-03 7.512219e-04 8.355006e-04 [3,] 1.025720e-02 6.611820e-03 3.891075e-03 2.538539e-03 2.594062e-03 [4,] 2.969778e-02 1.955085e-02 1.172838e-02 7.700784e-03 7.584746e-03 [5,] 7.600306e-02 5.110439e-02 3.127683e-02 2.080877e-02 2.030065e-02 [6,] 1.719291e-01 1.180814e-01 7.376110e-02 4.989507e-02 4.891669e-02 [7,] 3.437775e-01 2.411718e-01 1.538011e-01 1.059666e-01 1.051878e-01 [8,] 6.075970e-01 4.354021e-01 2.835158e-01 1.991612e-01 2.009720e-01 [9,] 9.492131e-01 6.948197e-01 4.620226e-01 3.311283e-01 3.404603e-01 [10,] 1.310756e+00 9.801019e-01 6.655988e-01 4.869437e-01 5.109340e-01 [11,] 1.599889e+00 1.222049e+00 8.476710e-01 6.333486e-01 6.790487e-01 [12,] 1.726110e+00 1.346871e+00 9.543667e-01 7.286431e-01 7.992818e-01 [13,] 1.646106e+00 1.312155e+00 9.499247e-01 7.415720e-01 8.334981e-01 [14,] 1.387581e+00 1.129977e+00 8.359299e-01 6.678177e-01 7.705338e-01 [15,] 1.033882e+00 8.601712e-01 6.504153e-01 5.323473e-01 6.321766e-01 [16,] 6.809212e-01 5.788145e-01 4.475155e-01 3.758792e-01 4.611720e-01 [17,] 3.964041e-01 3.443089e-01 2.723455e-01 2.353498e-01 3.001095e-01 [18,] 2.039852e-01 1.810665e-01 1.466571e-01 1.309415e-01 1.751997e-01 [19,] 9.278663e-02 8.418949e-02 6.993280e-02 6.497301e-02 9.263046e-02 [20,] 3.730873e-02 3.461768e-02 2.957036e-02 2.894198e-02 4.503277e-02 [21,] 1.326168e-02 1.259306e-02 1.111639e-02 1.170552e-02 2.057004e-02 [22,] 4.167679e-03 4.055918e-03 3.733595e-03 4.377893e-03 9.051626e-03 [23,] 1.158206e-03 1.158280e-03 1.130463e-03 1.553558e-03 3.913193e-03 [24,] 2.847395e-04 2.941444e-04 3.134872e-04 5.380423e-04 1.669383e-03 [25,] 6.197612e-05 6.679970e-05 8.164931e-05 1.853076e-04 6.943327e-04 [26,] 1.196226e-05 1.371317e-05 2.064766e-05 6.342047e-05 2.761678e-04 [27,] 2.054170e-06 2.595317e-06 5.228066e-06 2.120313e-05 1.033707e-04 [28,] 3.159374e-07 4.676498e-07 1.342004e-06 6.787988e-06 3.615542e-05 [29,] 4.411732e-08 8.374012e-08 3.457072e-07 2.057482e-06 1.186472e-05 [30,] 5.743407e-09 1.549508e-08 8.779489e-08 5.919962e-07 3.712995e-06 [31,] 7.305148e-10 3.013963e-09 2.183158e-08 1.646643e-07 1.139795e-06 [32,] 9.715562e-11 6.151843e-10 5.387422e-09 4.570573e-08 3.550401e-07 [33,] 1.448302e-11 1.320358e-10 1.359812e-09 1.310262e-08 1.149730e-07 [34,] 2.519136e-12 3.026187e-11 3.613986e-10 3.945582e-09 3.868523e-08 [35,] 5.109870e-13 7.480853e-12 1.015120e-10 1.231834e-09 1.319785e-08 [36,] 1.166625e-13 1.958147e-12 2.932025e-11 3.854309e-10 4.413244e-09 [37,] 2.827695e-14 5.201453e-13 8.359093e-12 1.165077e-10 1.402488e-09 [38,] 6.851117e-15 1.340901e-13 2.267949e-12 3.303889e-11 4.137161e-10 [39,] 1.584531e-15 3.243050e-14 5.704296e-13 8.609975e-12 1.114224e-10 [40,] 3.395149e-16 7.196617e-15 1.307283e-13 2.033837e-12 2.709227e-11 [41,] 6.618023e-17 1.444989e-15 2.699852e-14 4.316007e-13 5.903656e-12 [42,] 1.160761e-17 2.602563e-16 4.989718e-15 8.181096e-14 1.147488e-12 [43,] 1.819706e-18 4.182145e-17 8.216136e-16 1.380190e-14 1.983601e-13 [44,] 2.539369e-19 5.976000e-18 1.202088e-16 2.067854e-15 3.044540e-14 [45,] 3.146469e-20 7.577966e-19 1.560231e-17 2.748300e-16 4.147021e-15 [46,] 3.456584e-21 8.518076e-20 1.795337e-18 3.240634e-17 5.021791e-16 [47,] 3.364258e-22 8.486132e-21 1.833239e-19 3.402029e-18 5.458975e-17 [48,] 2.902337e-23 7.509470e-22 1.671895e-20 3.234225e-19 5.556036e-18 [49,] 2.228747e-24 5.970945e-23 1.402518e-21 2.987053e-20 6.131400e-19 [50,] 1.554709e-25 4.486032e-24 1.211755e-22 3.300760e-21 9.560678e-20 [,11] [,12] [,13] [,14] [,15] [1,] 6.135050e-04 1.718417e-03 4.847650e-03 1.293333e-02 3.191085e-02 [2,] 1.590957e-03 3.825597e-03 9.797906e-03 2.458924e-02 5.798377e-02 [3,] 4.226149e-03 8.591178e-03 1.926892e-02 4.437221e-02 9.890798e-02 [4,] 1.122605e-02 1.975308e-02 3.794006e-02 7.743974e-02 1.596538e-01 [5,] 2.867870e-02 4.583787e-02 7.634468e-02 1.344797e-01 2.481844e-01 [6,] 6.807538e-02 1.035704e-01 1.559688e-01 2.381717e-01 3.822290e-01 [7,] 1.467907e-01 2.196285e-01 3.132350e-01 4.302022e-01 5.995463e-01 [8,] 2.839139e-01 4.258301e-01 5.954014e-01 7.703121e-01 9.628627e-01 [9,] 4.893809e-01 7.434883e-01 1.040800e+00 1.315859e+00 1.544183e+00 [10,] 7.494605e-01 1.159809e+00 1.644566e+00 2.079144e+00 2.379764e+00 [11,] 1.018455e+00 1.610599e+00 2.328020e+00 2.981755e+00 3.411918e+00 [12,] 1.227746e+00 1.988398e+00 2.940859e+00 3.844209e+00 4.461143e+00 [13,] 1.313472e+00 2.182640e+00 3.312170e+00 4.439467e+00 5.269973e+00 [14,] 1.248325e+00 2.132925e+00 3.329879e+00 4.594414e+00 5.613444e+00 [15,] 1.055976e+00 1.860515e+00 2.998349e+00 4.277526e+00 5.411696e+00 [16,] 7.976811e-01 1.455434e+00 2.433197e+00 3.611018e+00 4.765940e+00 [17,] 5.411132e-01 1.029159e+00 1.798074e+00 2.799933e+00 3.893011e+00 [18,] 3.327160e-01 6.661504e-01 1.229157e+00 2.031343e+00 3.010066e+00 [19,] 1.881586e-01 4.019843e-01 7.936919e-01 1.409527e+00 2.249770e+00 [20,] 9.988973e-02 2.312899e-01 4.948501e-01 9.531999e-01 1.647542e+00 [21,] 5.096014e-02 1.295076e-01 3.022988e-01 6.327405e-01 1.181699e+00 [22,] 2.544720e-02 7.123116e-02 1.809876e-01 4.092502e-01 8.198856e-01 [23,] 1.249303e-02 3.824847e-02 1.048446e-01 2.538307e-01 5.415232e-01 [24,] 5.964684e-03 1.972573e-02 5.776164e-02 1.486724e-01 3.365366e-01 [25,] 2.719591e-03 9.606992e-03 2.986364e-02 8.152988e-02 1.961468e-01 [26,] 1.165558e-03 4.371661e-03 1.441506e-02 4.188495e-02 1.078929e-01 [27,] 4.657744e-04 1.855662e-03 6.525276e-03 2.036742e-02 5.686529e-02 [28,] 1.738473e-04 7.409723e-04 2.810405e-03 9.555015e-03 2.931595e-02 [29,] 6.136596e-05 2.836194e-04 1.178539e-03 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2.3087169 [47,] 0.039645741 0.11260305 0.27440276 0.5753549 1.0426473 1.6442831 [48,] 0.023355898 0.06757098 0.16766643 0.3578705 0.6601623 1.0602634 [49,] 0.012346178 0.03640173 0.09203371 0.2001356 0.3761897 0.6160015 [50,] 0.005834221 0.01754020 0.04521487 0.1002504 0.1921754 0.3211290 [,32] [,33] [,34] [,35] [,36] [,37] [,38] [1,] 0.2566888 0.2079398 0.1491707 0.09446175 0.05335305 0.02819198 0.01594278 [2,] 0.5714561 0.4692402 0.3422520 0.22125058 0.12853690 0.07107755 0.04335252 [3,] 1.1345303 0.9438516 0.7001251 0.46267536 0.27734972 0.16136680 0.10652248 [4,] 2.0152949 1.6979406 1.2816567 0.86759054 0.53879472 0.33165272 0.23714683 [5,] 3.2177887 2.7447754 2.1104606 1.46752139 0.94874297 0.62083714 0.47957134 [6,] 4.6472642 4.0127806 3.1477257 2.25646858 1.52658985 1.06521123 0.88299488 [7,] 6.1204752 5.3495183 4.2892611 3.18275541 2.26413362 1.68477373 1.48325499 [8,] 7.4236878 6.5669605 5.3923233 4.15722793 3.11927644 2.46671450 2.27707683 [9,] 8.3873870 7.5025813 6.3151714 5.06915111 4.01263030 3.34996169 3.19939821 [10,] 8.9384167 8.0632881 6.9474641 5.80031772 4.82775502 4.21894320 4.11901690 [11,] 9.1146371 8.2419831 7.2283161 6.24196802 5.42524821 4.91843210 4.86350826 [12,] 9.0494557 8.1168536 7.1631850 6.32620752 5.68175205 5.29625018 5.27051039 [13,] 8.9297503 7.8350988 6.8371193 6.06549469 5.54537191 5.26280318 5.24626986 [14,] 8.9254838 7.5683146 6.4007444 5.56870154 5.07396821 4.83721406 4.80449059 [15,] 9.1124899 7.4429344 6.0154165 5.00675879 4.42256794 4.14880529 4.06507820 [16,] 9.4366670 7.4833200 5.7822313 4.53883354 3.77855310 3.38651654 3.21064813 [17,] 9.7482378 7.6072752 5.7001364 4.24293448 3.28047233 2.72116574 2.41940103 [18,] 9.8772426 7.6727741 5.6762876 4.09061999 2.96614963 2.24185081 1.80520649 [19,] 9.6932281 7.5384982 5.5748962 3.97423292 2.77469073 1.93778647 1.39199351 [20,] 9.1255458 7.1076876 5.2761153 3.76722360 2.59535037 1.72951494 1.13076930 [21,] 8.1666840 6.3528608 4.7236058 3.38706767 2.33333592 1.52653008 0.94442699 [22,] 6.8810974 5.3268416 3.9469303 2.83202803 1.95691511 1.27682050 0.77244316 [23,] 5.4079221 4.1535539 3.0494796 2.17565231 1.50346786 0.98339401 0.59260650 [24,] 3.9331323 2.9913056 2.1656038 1.52559978 1.04810783 0.68651657 0.41514346 [25,] 2.6331548 1.9806187 1.4089425 0.97374165 0.66032268 0.43120314 0.26189726 [26,] 1.6217681 1.2038991 0.8391730 0.56577487 0.37582603 0.24310726 0.14790030 [27,] 0.9308228 0.6762816 0.4596246 0.30051975 0.19397065 0.12332031 0.07478822 [28,] 0.5287280 0.3650867 0.2377550 0.14901760 0.09255483 0.05739966 0.03457885 [29,] 0.3572049 0.2204845 0.1313473 0.07685701 0.04567765 0.02799506 0.01718458 [30,] 0.3627972 0.2004078 0.1077199 0.05934397 0.03586703 0.02408939 0.01672593 [31,] 0.5103149 0.2817578 0.1521354 0.08797058 0.05960342 0.04593521 0.03567111 [32,] 0.7783602 0.4582564 0.2670646 0.17068382 0.12861371 0.10730198 0.08759518 [33,] 1.1452559 0.7297329 0.4651812 0.32768802 0.26767627 0.23486888 0.19780440 [34,] 1.5769290 1.0900274 0.7593282 0.58308338 0.50716940 0.46169323 0.39828806 [35,] 2.0275305 1.5219590 1.1542565 0.95390328 0.86950537 0.81219705 0.71348438 [36,] 2.4565813 2.0047484 1.6452974 1.44128865 1.35391712 1.28251620 1.13945499 [37,] 2.8524622 2.5289935 2.2241463 2.02894020 1.92920145 1.82857958 1.62892009 [38,] 3.2402481 3.1029210 2.8832454 2.68846992 2.54170736 2.37522279 2.09836360 [39,] 3.6578631 3.7353965 3.6077839 3.38425964 3.13480028 2.84673044 2.46175675 [40,] 4.1107111 4.4014155 4.3555442 4.07087831 3.66561342 3.20040439 2.67318472 [41,] 4.5390288 5.0175330 5.0411430 4.68552277 4.10642266 3.43821861 2.74780510 [42,] 4.8275925 5.4532606 5.5439185 5.14610025 4.43113766 3.58658068 2.74300384 [43,] 4.8557102 5.5780850 5.7424080 5.36328300 4.60043411 3.65937201 2.71176598 [44,] 4.5563879 5.3176945 5.5592346 5.26567362 4.56173373 3.63370826 2.66260274 [45,] 3.9507682 4.6892275 4.9950107 4.82973463 4.27106900 3.45957827 2.55586988 [46,] 3.1425996 3.8001439 4.1368062 4.10170203 3.72722777 3.09906598 2.33858829 [47,] 2.2791092 2.8128436 3.1360554 3.19675328 2.99433591 2.56652130 1.99069427 [48,] 1.4985766 1.8904360 2.1615138 2.26763285 2.19119710 1.93791029 1.54789145 [49,] 0.8888476 1.1472605 1.3461983 1.45364253 1.44837110 1.32080947 1.08608322 [50,] 0.4734589 0.6256809 0.7536026 0.83723099 0.85930328 0.80698118 0.68239149 [,39] [,40] [,41] [,42] [,43] [,44] [1,] 0.01156741 0.010573389 0.010085858 0.008887789 0.0069527846 0.0048009663 [2,] 0.03431121 0.033233307 0.032746534 0.029547459 0.0236376513 0.0167144203 [3,] 0.09141245 0.093102127 0.094445803 0.087176433 0.0713114127 0.0516484687 [4,] 0.21878499 0.232510458 0.242077942 0.228381556 0.1910135557 0.1417316050 [5,] 0.47058217 0.517866561 0.551763365 0.531607330 0.4545739411 0.3456160331 [6,] 0.91025912 1.029507156 1.119278211 1.100364891 0.9618620442 0.7494637009 [7,] 1.58527958 1.828932645 2.022952232 2.027315166 1.8112419038 1.4464002084 [8,] 2.48995743 2.908389479 3.262160721 3.328546928 3.0383806111 2.4865586439 [9,] 3.53518228 4.149201774 4.701843611 4.876945941 4.5458988398 3.8116308437 [10,] 4.54982152 5.325584476 6.070600161 6.387419588 6.0741203193 5.2154029674 [11,] 5.32529698 6.170962522 7.039747323 7.492622818 7.2588686136 6.3770214739 [12,] 5.68751387 6.480696896 7.355425367 7.889389590 7.7708176371 6.9759297082 [13,] 5.56048279 6.194020433 6.948865550 7.475422804 7.4646270361 6.8350171166 [14,] 4.99063851 5.409485093 5.957950426 6.391089609 6.4453495243 6.0049630744 [15,] 4.12444603 4.332914239 4.653408626 4.943812611 5.0111124904 4.7354210200 [16,] 3.15434055 3.195059345 3.322757963 3.469717286 3.5140064779 3.3549111941 [17,] 2.25706157 2.181149460 2.177585960 2.215571745 2.2261917761 2.1371006094 [18,] 1.54644345 1.394620514 1.317610576 1.291506969 1.2763496028 1.2249259063 [19,] 1.05530391 0.855883892 0.745126651 0.691130224 0.6638324842 0.6322657176 [20,] 0.74939235 0.525587928 0.404028244 0.343580342 0.3146247776 0.2943079286 [21,] 0.56246502 0.338054848 0.219556333 0.162773147 0.1372872089 0.1239311697 [22,] 0.43277109 0.230952741 0.125675558 0.076966693 0.0564505461 0.0475788584 [23,] 0.32402196 0.161843264 0.077013754 0.038431262 0.0228920043 0.0169699328 [24,] 0.22615221 0.110097103 0.048680184 0.020762920 0.0097554299 0.0058554512 [25,] 0.14343304 0.069610861 0.029928701 0.011710578 0.0045456079 0.0020887623 [26,] 0.08163454 0.039904477 0.017104398 0.006474146 0.0022548340 0.0008179695 [27,] 0.04156922 0.020548402 0.008886624 0.003350467 0.0011176342 0.0003509660 [28,] 0.01937051 0.009728705 0.004285185 0.001639201 0.0005454205 0.0001616003 [29,] 0.01000799 0.005279216 0.002452908 0.000990196 0.0003456080 0.0001046465 [30,] 0.01098776 0.006459219 0.003309732 0.001461972 0.0005542195 0.0001800446 [31,] 0.02539704 0.015860475 0.008540587 0.003940709 0.0015544321 0.0005237232 [32,] 0.06453993 0.041439600 0.022883678 0.010816326 0.0043682412 0.0015062886 [33,] 0.14925934 0.097943325 0.055251097 0.026677569 0.0110065717 0.0038775254 [34,] 0.30673840 0.205351880 0.118225029 0.058279708 0.0245548381 0.0088353296 [35,] 0.55915581 0.381327197 0.223872032 0.112619934 0.0484437234 0.0178008422 [36,] 0.90528633 0.627605664 0.375303276 0.192541885 0.0845258887 0.0317114969 [37,] 1.30515536 0.917014622 0.557571037 0.291424378 0.1304881283 0.0499649465 [38,] 1.68317629 1.193051489 0.735522395 0.390992719 0.1783798331 0.0696674937 [39,] 1.95704491 1.389697654 0.864763666 0.466185796 0.2163050163 0.0860649361 [40,] 2.07930302 1.464133137 0.912847191 0.496541333 0.2335166301 0.0944414811 [41,] 2.06299609 1.420910969 0.877531421 0.477471202 0.2261707680 0.0925627244 [42,] 1.97004769 1.308274172 0.788086994 0.423080170 0.1996322282 0.0819816081 [43,] 1.86839548 1.187193615 0.687314658 0.357749813 0.1653448600 0.0671520896 [44,] 1.78842927 1.094801022 0.606711247 0.302238547 0.1343681005 0.0529251237 [45,] 1.70957131 1.027626880 0.551951353 0.263921883 0.1120777975 0.0421814371 [46,] 1.58423713 0.953914928 0.506955990 0.236897577 0.0972281075 0.0350680173 [47,] 1.37868917 0.842641617 0.450739650 0.210003121 0.0850577716 0.0299578313 [48,] 1.10005800 0.686868264 0.373447914 0.175834903 0.0714986136 0.0250888313 [49,] 0.79262988 0.506782236 0.281296660 0.134779799 0.0555669969 0.0196841202 [50,] 0.51117193 0.334811380 0.190029226 0.092932405 0.0390307061 0.0140534509 [,45] [,46] [,47] [,48] [,49] [1,] 2.946140e-03 1.626543e-03 8.190007e-04 3.798398e-04 1.624696e-04 [2,] 1.053162e-02 5.990670e-03 3.118295e-03 1.498169e-03 6.638173e-04 [3,] 3.342677e-02 1.959708e-02 1.054652e-02 5.247529e-03 2.406872e-03 [4,] 9.424775e-02 5.696222e-02 3.169279e-02 1.632311e-02 7.743672e-03 [5,] 2.361945e-01 1.471797e-01 8.463950e-02 4.509445e-02 2.210510e-02 [6,] 5.264536e-01 3.381975e-01 2.009325e-01 1.106456e-01 5.598300e-02 [7,] 1.044327e+00 6.914529e-01 4.241302e-01 2.411337e-01 1.257800e-01 [8,] 1.845083e+00 1.258469e+00 7.962170e-01 4.667910e-01 2.506922e-01 [9,] 2.905604e+00 2.040034e+00 1.329733e+00 8.027199e-01 4.432387e-01 [10,] 4.081788e+00 2.947004e+00 1.976164e+00 1.226395e+00 6.951998e-01 [11,] 5.119379e+00 3.795845e+00 2.614198e+00 1.664877e+00 9.673405e-01 [12,] 5.737099e+00 4.361683e+00 3.079279e+00 2.008604e+00 1.194226e+00 [13,] 5.749307e+00 4.473444e+00 3.230707e+00 2.154056e+00 1.308243e+00 [14,] 5.155824e+00 4.097134e+00 3.020154e+00 2.053878e+00 1.271925e+00 [15,] 4.140097e+00 3.352377e+00 2.516442e+00 1.741669e+00 1.097741e+00 [16,] 2.978336e+00 2.451396e+00 1.869423e+00 1.313889e+00 8.412337e-01 [17,] 1.920240e+00 1.602430e+00 1.238555e+00 8.820409e-01 5.725852e-01 [18,] 1.109882e+00 9.365472e-01 7.320109e-01 5.271012e-01 3.462683e-01 [19,] 5.752190e-01 4.894521e-01 3.860111e-01 2.804844e-01 1.861175e-01 [20,] 2.673952e-01 2.287417e-01 1.816455e-01 1.329408e-01 8.894504e-02 [21,] 1.115682e-01 9.560357e-02 7.628442e-02 5.613756e-02 3.780727e-02 [22,] 4.186269e-02 3.574680e-02 2.859396e-02 2.112468e-02 1.429888e-02 [23,] 1.419979e-02 1.197023e-02 9.568117e-03 7.085192e-03 4.813336e-03 [24,] 4.413351e-03 3.601220e-03 2.859925e-03 2.118521e-03 1.442582e-03 [25,] 1.297453e-03 9.818922e-04 7.649780e-04 5.649480e-04 3.850475e-04 [26,] 3.836257e-04 2.480743e-04 1.840635e-04 1.345032e-04 9.156414e-05 [27,] 1.235287e-04 6.108783e-05 4.041939e-05 2.867693e-05 1.941223e-05 [28,] 4.661276e-05 1.639302e-05 8.488762e-06 5.538417e-06 3.677876e-06 [29,] 2.811165e-05 7.301400e-06 2.298564e-06 1.073477e-06 6.379073e-07 [30,] 5.016819e-05 1.207189e-05 2.584162e-06 5.509641e-07 1.535222e-07 [31,] 1.506742e-04 3.702058e-05 7.777404e-06 1.404989e-06 2.240354e-07 [32,] 4.433673e-04 1.113844e-04 2.388284e-05 4.371480e-06 6.837186e-07 [33,] 1.166063e-03 2.992903e-04 6.555980e-05 1.225590e-05 1.955345e-06 [34,] 2.714024e-03 7.115923e-04 1.592338e-04 3.040917e-05 4.955974e-06 [35,] 5.584896e-03 1.495733e-03 3.419017e-04 6.670005e-05 1.110485e-05 [36,] 1.016060e-02 2.779370e-03 6.489572e-04 1.293253e-04 2.199503e-05 [37,] 1.634560e-02 4.566219e-03 1.088959e-03 2.216654e-04 3.851037e-05 [38,] 2.326077e-02 6.634333e-03 1.615716e-03 3.359093e-04 5.960860e-05 [39,] 2.930515e-02 8.529310e-03 2.120543e-03 4.501695e-04 8.158348e-05 [40,] 3.274442e-02 9.715204e-03 2.464007e-03 5.338630e-04 9.877529e-05 [41,] 3.257722e-02 9.831665e-03 2.539873e-03 5.610426e-04 1.058965e-04 [42,] 2.910617e-02 8.894599e-03 2.332869e-03 5.241529e-04 1.007604e-04 [43,] 2.377084e-02 7.289541e-03 1.927997e-03 4.384238e-04 8.552582e-05 [44,] 1.833993e-02 5.555400e-03 1.462860e-03 3.333302e-04 6.548784e-05 [45,] 1.403282e-02 4.112237e-03 1.057022e-03 2.372317e-04 4.628025e-05 [46,] 1.112883e-02 3.110298e-03 7.654456e-04 1.656292e-04 3.142400e-05 [47,] 9.191650e-03 2.463315e-03 5.782716e-04 1.191930e-04 2.159761e-05 [48,] 7.602922e-03 1.993555e-03 4.535623e-04 8.983921e-05 1.554643e-05 [49,] 5.990148e-03 1.567151e-03 3.530352e-04 6.863760e-05 1.155130e-05 [50,] 4.335023e-03 1.145623e-03 2.595359e-04 5.046081e-05 8.434171e-06 [,50] [1,] 6.355433e-05 [2,] 2.684728e-04 [3,] 1.005507e-03 [4,] 3.338382e-03 [5,] 9.824147e-03 [6,] 2.562186e-02 [7,] 5.921639e-02 [8,] 1.212709e-01 [9,] 2.200566e-01 [10,] 3.538086e-01 [11,] 5.040402e-01 [12,] 6.362771e-01 [13,] 7.117856e-01 [14,] 7.057128e-01 [15,] 6.202318e-01 [16,] 4.832995e-01 [17,] 3.339807e-01 [18,] 2.047354e-01 [19,] 1.113705e-01 [20,] 5.377833e-02 [21,] 2.306050e-02 [22,] 8.784715e-03 [23,] 2.974129e-03 [24,] 8.952414e-04 [25,] 2.396835e-04 [26,] 5.709761e-05 [27,] 1.210748e-05 [28,] 2.286850e-06 [29,] 3.866807e-07 [30,] 6.523724e-08 [31,] 3.525472e-08 [32,] 9.182375e-08 [33,] 2.662823e-07 [34,] 6.892924e-07 [35,] 1.577793e-06 [36,] 3.192445e-06 [37,] 5.709891e-06 [38,] 9.027943e-06 [39,] 1.262018e-05 [40,] 1.560244e-05 [41,] 1.707175e-05 [42,] 1.655871e-05 [43,] 1.429012e-05 [44,] 1.106257e-05 [45,] 7.816195e-06 [46,] 5.208321e-06 [47,] 3.439296e-06 [48,] 2.357588e-06 [49,] 1.688639e-06 [50,] 1.214636e-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 1.7765 0.2319 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1m9yz1226312405.ps tmp/1m9yz1226312405.png") > system("convert tmp/2bghk1226312405.ps tmp/2bghk1226312405.png") > system("convert tmp/3pr001226312405.ps tmp/3pr001226312405.png") > system("convert tmp/4hq5d1226312405.ps tmp/4hq5d1226312405.png") > system("convert tmp/50qvn1226312405.ps tmp/50qvn1226312405.png") > system("convert tmp/6q3r71226312405.ps tmp/6q3r71226312405.png") > system("convert tmp/7l2u71226312405.ps tmp/7l2u71226312405.png") > > > proc.time() user system elapsed 2.238 1.290 3.069