R version 2.9.0 (2009-04-17) Copyright (C) 2009 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(96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6) > y <- c(4,3.8,4.7,4.3,3.9,4,4.3,4.8,4.4,4.3,4.7,4.7,4.9,5,4.2,4.3,4.8,4.8,4.8,4.2,4.6,4.8,4.5,4.4,4.3,3.9,3.7,4,4.1,3.7,3.8,3.8,3.8,3.3,3.3,3.3,3.2,3.4,4.2,4.9,5.1,5.5,5.6,6.4,6.1,7.1,7.8,7.9,7.4,7.5,6.8,5.2,4.7,4.1,3.9,2.6,2.7,1.8,1,0.3) > x <- c(8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5,8) > par7 = 'Industriele productie' > par6 = 'Inflatie' > par5 = 'Werkloosheid 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1n76x1256937476.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/22c9y1256937476.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3abf11256937476.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4ya7z1256937476.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5dk411256937476.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 9.9316 -0.7634 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6xftk1256937476.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] -0.23375902 -0.05687089 0.12001723 0.29690535 0.47379348 0.65068160 [7] 0.82756972 1.00445785 1.18134597 1.35823409 1.53512221 1.71201034 [13] 1.88889846 2.06578658 2.24267471 2.41956283 2.59645095 2.77333908 [19] 2.95022720 3.12711532 3.30400345 3.48089157 3.65777969 3.83466782 [25] 4.01155594 4.18844406 4.36533218 4.54222031 4.71910843 4.89599655 [31] 5.07288468 5.24977280 5.42666092 5.60354905 5.78043717 5.95732529 [37] 6.13421342 6.31110154 6.48798966 6.66487779 6.84176591 7.01865403 [43] 7.19554215 7.37243028 7.54931840 7.72620652 7.90309465 8.07998277 [49] 8.25687089 8.43375902 $yords [1] 75.29335 76.36913 77.44491 78.52069 79.59647 80.67226 81.74804 [8] 82.82382 83.89960 84.97538 86.05116 87.12695 88.20273 89.27851 [15] 90.35429 91.43007 92.50585 93.58164 94.65742 95.73320 96.80898 [22] 97.88476 98.96055 100.03633 101.11211 102.18789 103.26367 104.33945 [29] 105.41524 106.49102 107.56680 108.64258 109.71836 110.79415 111.86993 [36] 112.94571 114.02149 115.09727 116.17305 117.24884 118.32462 119.40040 [43] 120.47618 121.55196 122.62774 123.70353 124.77931 125.85509 126.93087 [50] 128.00665 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.861439e-02 4.412535e-02 6.217370e-02 8.004608e-02 9.416474e-02 [2,] 4.162029e-02 6.710860e-02 9.887038e-02 1.330972e-01 1.637144e-01 [3,] 4.625227e-02 7.797865e-02 1.201250e-01 1.690853e-01 2.174670e-01 [4,] 3.927079e-02 6.922810e-02 1.115092e-01 1.641172e-01 2.207056e-01 [5,] 2.547544e-02 4.695789e-02 7.908845e-02 1.217128e-01 1.711514e-01 [6,] 1.262805e-02 2.434019e-02 4.286909e-02 6.899312e-02 1.014661e-01 [7,] 4.786605e-03 9.651483e-03 1.778663e-02 2.996287e-02 4.614735e-02 [8,] 1.394086e-03 2.948580e-03 5.708570e-03 1.012497e-02 1.647145e-02 [9,] 3.218730e-04 7.262911e-04 1.513239e-03 2.922869e-03 5.259687e-03 [10,] 6.990546e-05 1.813259e-04 4.449555e-04 1.036145e-03 2.290593e-03 [11,] 2.256092e-05 7.277980e-05 2.203011e-04 6.221592e-04 1.630912e-03 [12,] 1.144950e-05 4.185665e-05 1.406784e-04 4.338805e-04 1.226366e-03 [13,] 6.132710e-06 2.360048e-05 8.323202e-05 2.687943e-04 7.944382e-04 [14,] 3.585023e-06 1.379197e-05 4.904572e-05 1.608375e-04 4.854183e-04 [15,] 3.360690e-06 1.210537e-05 4.076001e-05 1.281335e-04 3.753547e-04 [16,] 4.838166e-06 1.657247e-05 5.287258e-05 1.571967e-04 4.359881e-04 [17,] 7.568682e-06 2.515825e-05 7.854115e-05 2.283347e-04 6.164877e-04 [18,] 1.327555e-05 3.890577e-05 1.142881e-04 3.233099e-04 8.612261e-04 [19,] 3.700573e-05 8.069534e-05 1.902955e-04 4.713575e-04 1.171700e-03 [20,] 1.502040e-04 2.652421e-04 4.811355e-04 9.223719e-04 1.878823e-03 [21,] 6.107534e-04 9.983598e-04 1.599603e-03 2.561889e-03 4.209771e-03 [22,] 2.169318e-03 3.408254e-03 5.187153e-03 7.687071e-03 1.123685e-02 [23,] 6.600523e-03 1.000325e-02 1.467333e-02 2.084975e-02 2.878577e-02 [24,] 1.712244e-02 2.512514e-02 3.555014e-02 4.868427e-02 6.462501e-02 [25,] 3.726768e-02 5.363710e-02 7.367560e-02 9.736884e-02 1.244804e-01 [26,] 6.638472e-02 9.542898e-02 1.292170e-01 1.663720e-01 2.055367e-01 [27,] 9.446002e-02 1.379080e-01 1.874975e-01 2.392528e-01 2.892026e-01 [28,] 1.054424e-01 1.582388e-01 2.193868e-01 2.824925e-01 3.402556e-01 [29,] 9.127440e-02 1.418650e-01 2.027086e-01 2.671343e-01 3.261876e-01 [30,] 6.085740e-02 9.839190e-02 1.458338e-01 1.985172e-01 2.488708e-01 [31,] 3.113683e-02 5.249115e-02 8.099923e-02 1.145225e-01 1.485887e-01 [32,] 1.219962e-02 2.147280e-02 3.456635e-02 5.091819e-02 6.869308e-02 [33,] 3.656418e-03 6.724042e-03 1.130407e-02 1.737775e-02 2.444012e-02 [34,] 8.378238e-04 1.610344e-03 2.828871e-03 4.542572e-03 6.669451e-03 [35,] 1.467250e-04 2.948125e-04 5.413305e-04 9.084242e-04 1.393417e-03 [36,] 1.963545e-05 4.124805e-05 7.917957e-05 1.388958e-04 2.226712e-04 [37,] 2.007987e-06 4.410559e-06 8.852834e-06 1.623918e-05 2.722808e-05 [38,] 1.576778e-07 3.633240e-07 7.668751e-07 1.486026e-06 2.655639e-06 [39,] 1.255707e-08 3.486352e-08 9.363065e-08 2.459255e-07 6.366071e-07 [40,] 1.035275e-08 4.084846e-08 1.487414e-07 4.999699e-07 1.554463e-06 [41,] 2.388988e-08 9.960435e-08 3.801628e-07 1.329525e-06 4.266669e-06 [42,] 4.410446e-08 1.919450e-07 7.638347e-07 2.780508e-06 9.264386e-06 [43,] 6.237704e-08 2.836306e-07 1.178750e-06 4.478182e-06 1.555606e-05 [44,] 6.745901e-08 3.206291e-07 1.392615e-06 5.527812e-06 2.005448e-05 [45,] 5.575800e-08 2.770676e-07 1.258054e-06 5.219875e-06 1.979172e-05 [46,] 3.521596e-08 1.829642e-07 8.685913e-07 3.767848e-06 1.493498e-05 [47,] 1.699425e-08 9.231866e-08 4.582421e-07 2.078363e-06 8.613298e-06 [48,] 6.265867e-09 3.559054e-08 1.847159e-07 8.759752e-07 3.795738e-06 [49,] 1.765108e-09 1.048317e-08 5.688918e-08 2.820872e-07 1.278062e-06 [50,] 3.799007e-10 2.359177e-09 1.338647e-08 6.940453e-08 3.287940e-07 [,6] [,7] [,8] [,9] [,10] [1,] 1.012165e-01 9.940984e-02 8.921180e-02 7.315272e-02 5.480943e-02 [2,] 1.840007e-01 1.889587e-01 1.773085e-01 1.520224e-01 1.190975e-01 [3,] 2.555619e-01 2.744188e-01 2.692446e-01 2.413772e-01 1.977261e-01 [4,] 2.711994e-01 3.044956e-01 3.123856e-01 2.928336e-01 2.508277e-01 [5,] 2.199114e-01 2.581921e-01 2.769951e-01 2.715471e-01 2.432647e-01 [6,] 1.363669e-01 1.674931e-01 1.880298e-01 1.929565e-01 1.810459e-01 [7,] 6.499906e-02 8.376171e-02 9.881591e-02 1.068160e-01 1.059329e-01 [8,] 2.461957e-02 3.388970e-02 4.310083e-02 5.085584e-02 5.595552e-02 [9,] 8.867441e-03 1.408590e-02 2.118210e-02 3.023573e-02 4.096515e-02 [10,] 4.795828e-03 9.466756e-03 1.751968e-02 3.022597e-02 4.837014e-02 [11,] 3.951464e-03 8.819718e-03 1.809083e-02 3.404121e-02 5.868884e-02 [12,] 3.173781e-03 7.515603e-03 1.627757e-02 3.223469e-02 5.835499e-02 [13,] 2.147972e-03 5.311225e-03 1.200779e-02 2.481795e-02 4.688734e-02 [14,] 1.346107e-03 3.425446e-03 7.990827e-03 1.707538e-02 3.340438e-02 [15,] 1.022238e-03 2.581589e-03 6.030552e-03 1.300056e-02 2.581275e-02 [16,] 1.128927e-03 2.729475e-03 6.157908e-03 1.294567e-02 2.531079e-02 [17,] 1.545793e-03 3.603764e-03 7.823309e-03 1.583545e-02 2.991076e-02 [18,] 2.137388e-03 4.921263e-03 1.050154e-02 2.078132e-02 3.818918e-02 [19,] 2.815281e-03 6.389992e-03 1.353790e-02 2.662235e-02 4.848965e-02 [20,] 3.967844e-03 8.367157e-03 1.705950e-02 3.293099e-02 5.947354e-02 [21,] 7.235598e-03 1.297767e-02 2.371962e-02 4.283786e-02 7.451614e-02 [22,] 1.654049e-02 2.503773e-02 3.930553e-02 6.327999e-02 1.019807e-01 [23,] 3.896941e-02 5.260345e-02 7.225028e-02 1.023167e-01 1.489107e-01 [24,] 8.334074e-02 1.051454e-01 1.316444e-01 1.667920e-01 2.173247e-01 [25,] 1.543744e-01 1.861740e-01 2.196678e-01 2.568988e-01 3.036098e-01 [26,] 2.453717e-01 2.843679e-01 3.211306e-01 3.557026e-01 3.916198e-01 [27,] 3.343942e-01 3.731118e-01 4.045725e-01 4.290753e-01 4.492921e-01 [28,] 3.868162e-01 4.193457e-01 4.381715e-01 4.459752e-01 4.473660e-01 [29,] 3.714612e-01 3.979616e-01 4.055294e-01 3.983493e-01 3.834744e-01 [30,] 2.885142e-01 3.111632e-01 3.149202e-01 3.028414e-01 2.818278e-01 [31,] 1.773388e-01 1.954133e-01 1.999689e-01 1.918307e-01 1.753059e-01 [32,] 8.498712e-02 9.663305e-02 1.013401e-01 9.864023e-02 9.019523e-02 [33,] 3.146886e-02 3.714078e-02 4.026474e-02 4.025546e-02 3.742590e-02 [34,] 8.956739e-03 1.100964e-02 1.240190e-02 1.283392e-02 1.226915e-02 [35,] 1.954037e-03 2.506150e-03 2.941801e-03 3.165310e-03 3.133683e-03 [36,] 3.262820e-04 4.370995e-04 5.355968e-04 6.009788e-04 6.193536e-04 [37,] 4.174591e-05 5.858002e-05 7.539673e-05 8.946188e-05 9.905198e-05 [38,] 4.418043e-06 6.973483e-06 1.081350e-05 1.733515e-05 3.006706e-05 [39,] 1.630152e-06 4.129944e-06 1.032366e-05 2.532106e-05 6.042769e-05 [40,] 4.487443e-06 1.209649e-05 3.067069e-05 7.373698e-05 1.693065e-04 [41,] 1.259217e-05 3.428686e-05 8.652615e-05 2.036139e-04 4.501768e-04 [42,] 2.828059e-05 7.920657e-05 2.039716e-04 4.844865e-04 1.066189e-03 [43,] 4.942946e-05 1.437535e-04 3.829992e-04 9.361174e-04 2.103420e-03 [44,] 6.650816e-05 2.016732e-04 5.593656e-04 1.419941e-03 3.301869e-03 [45,] 6.858017e-05 2.171931e-04 6.287724e-04 1.664343e-03 4.029521e-03 [46,] 5.409559e-05 1.790526e-04 5.416121e-04 1.497360e-03 3.784061e-03 [47,] 3.261711e-05 1.128637e-04 3.568683e-04 1.031151e-03 2.722849e-03 [48,] 1.502870e-05 5.437109e-05 1.797387e-04 5.429360e-04 1.498646e-03 [49,] 5.291010e-06 2.001437e-05 6.917759e-05 2.184797e-04 6.304969e-04 [50,] 1.423235e-06 5.629171e-06 2.034368e-05 6.717880e-05 2.027003e-04 [,11] [,12] [,13] [,14] [,15] [1,] 3.752346e-02 0.0234747504 0.0134237970 0.0070257648 0.0033853192 [2,] 8.525560e-02 0.0557703406 0.0333505003 0.0182614575 0.0092236117 [3,] 1.479996e-01 0.1012350393 0.0633104454 0.0362740813 0.0192182210 [4,] 1.963224e-01 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3.399706e-01 2.806510e-01 2.191352e-01 1.607617e-01 1.101846e-01 [40,] 3.306543e-01 2.617954e-01 1.959421e-01 1.383191e-01 9.188560e-02 [41,] 3.401309e-01 2.639136e-01 1.914612e-01 1.298123e-01 8.231851e-02 [42,] 3.548610e-01 2.760382e-01 1.992878e-01 1.332796e-01 8.254476e-02 [43,] 3.861587e-01 3.026944e-01 2.196962e-01 1.472279e-01 9.095971e-02 [44,] 4.442465e-01 3.522289e-01 2.581764e-01 1.745082e-01 1.085986e-01 [45,] 4.998995e-01 4.039863e-01 3.012738e-01 2.069811e-01 1.308450e-01 [46,] 5.007834e-01 4.145839e-01 3.162463e-01 2.220665e-01 1.434438e-01 [47,] 4.228852e-01 3.594584e-01 2.811501e-01 2.022750e-01 1.338288e-01 [48,] 2.930867e-01 2.563183e-01 2.059805e-01 1.521084e-01 1.032268e-01 [49,] 1.638956e-01 1.478882e-01 1.224511e-01 9.305754e-02 6.492438e-02 [50,] 7.291078e-02 6.809770e-02 5.829084e-02 4.574132e-02 3.291427e-02 [,46] [,47] [,48] [,49] [,50] [1,] 3.517738e-14 4.231789e-15 4.651552e-16 4.671843e-17 4.287377e-18 [2,] 4.800526e-13 6.038358e-14 6.940044e-15 7.288228e-16 6.993505e-17 [3,] 5.005201e-12 6.582956e-13 7.911043e-14 8.686863e-15 8.715762e-16 [4,] 3.987138e-11 5.483150e-12 6.889892e-13 7.910630e-14 8.298946e-15 [5,] 2.426659e-10 3.489370e-11 4.584572e-12 5.503853e-13 6.037376e-14 [6,] 1.128400e-09 1.696567e-10 2.330731e-11 2.925700e-12 3.355683e-13 [7,] 4.008903e-09 6.302361e-10 9.053050e-11 1.188239e-11 1.425041e-12 [8,] 1.088189e-08 1.788794e-09 2.686817e-10 3.687632e-11 4.624873e-12 [9,] 2.257666e-08 3.881896e-09 6.100860e-10 8.766700e-11 1.152458e-11 [10,] 3.603940e-08 6.522028e-09 1.085000e-09 1.667706e-10 2.389313e-11 [11,] 4.950609e-08 1.034127e-08 2.112439e-09 4.312512e-10 8.885853e-11 [12,] 1.445508e-07 4.664066e-08 1.455903e-08 4.305157e-09 1.188085e-09 [13,] 1.371085e-06 5.265720e-07 1.856797e-07 5.998238e-08 1.773023e-08 [14,] 1.321590e-05 5.354116e-06 1.983254e-06 6.715162e-07 2.078060e-07 [15,] 9.943220e-05 4.211554e-05 1.630910e-05 5.773051e-06 1.867735e-06 [16,] 5.752028e-04 2.545068e-04 1.029834e-04 3.809872e-05 1.288413e-05 [17,] 2.568454e-03 1.186532e-03 5.015053e-04 1.938651e-04 6.852498e-05 [18,] 8.935340e-03 4.306836e-03 1.900769e-03 7.677191e-04 2.836860e-04 [19,] 2.464009e-02 1.238485e-02 5.707535e-03 2.410049e-03 9.320713e-04 [20,] 5.547398e-02 2.909149e-02 1.402156e-02 6.206339e-03 2.521757e-03 [21,] 1.064109e-01 5.842843e-02 2.960665e-02 1.383265e-02 5.956665e-03 [22,] 1.818205e-01 1.053638e-01 5.667733e-02 2.826797e-02 1.306291e-02 [23,] 2.829591e-01 1.747501e-01 1.008092e-01 5.420013e-02 2.710866e-02 [24,] 3.960268e-01 2.621813e-01 1.629097e-01 9.461233e-02 5.117474e-02 [25,] 4.824281e-01 3.420292e-01 2.282799e-01 1.425084e-01 8.278210e-02 [26,] 4.957861e-01 3.737733e-01 2.660041e-01 1.771128e-01 1.096004e-01 [27,] 4.216356e-01 3.338209e-01 2.507857e-01 1.765928e-01 1.155616e-01 [28,] 2.960403e-01 2.411389e-01 1.886054e-01 1.391213e-01 9.561588e-02 [29,] 1.760198e-01 1.421189e-01 1.130527e-01 8.614851e-02 6.166847e-02 [30,] 9.531567e-02 7.140972e-02 5.515899e-02 4.225171e-02 3.103832e-02 [31,] 5.287743e-02 3.394991e-02 2.343943e-02 1.700246e-02 1.238399e-02 [32,] 3.278191e-02 1.771746e-02 1.006879e-02 6.228111e-03 4.145251e-03 [33,] 2.383668e-02 1.157294e-02 5.493286e-03 2.675682e-03 1.411999e-03 [34,] 2.393434e-02 1.137166e-02 5.041185e-03 2.110529e-03 8.578282e-04 [35,] 3.462853e-02 1.717688e-02 7.855979e-03 3.311414e-03 1.288305e-03 [36,] 5.374810e-02 2.824192e-02 1.363697e-02 6.043867e-03 2.456534e-03 [37,] 7.191879e-02 3.979968e-02 2.021216e-02 9.409906e-03 4.012886e-03 [38,] 7.808842e-02 4.505186e-02 2.387639e-02 1.160814e-02 5.171985e-03 [39,] 7.022341e-02 4.145592e-02 2.259852e-02 1.134707e-02 5.237853e-03 [40,] 5.729381e-02 3.343243e-02 1.819725e-02 9.208048e-03 4.317852e-03 [41,] 4.888590e-02 2.721992e-02 1.421830e-02 6.964481e-03 3.194334e-03 [42,] 4.738673e-02 2.526138e-02 1.253566e-02 5.806292e-03 2.516612e-03 [43,] 5.177989e-02 2.716560e-02 1.314634e-02 5.877198e-03 2.432373e-03 [44,] 6.215966e-02 3.270611e-02 1.581597e-02 7.030004e-03 2.873378e-03 [45,] 7.604496e-02 4.060688e-02 1.991341e-02 8.965303e-03 3.704797e-03 [46,] 8.518857e-02 4.649222e-02 2.330778e-02 1.072956e-02 4.533941e-03 [47,] 8.140760e-02 4.551914e-02 2.339035e-02 1.104290e-02 4.788651e-03 [48,] 6.438342e-02 3.690777e-02 1.944578e-02 9.416225e-03 4.190138e-03 [49,] 4.159497e-02 2.447673e-02 1.323231e-02 6.572928e-03 3.000353e-03 [50,] 2.172506e-02 1.315759e-02 7.314180e-03 3.733001e-03 1.749734e-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 96.172 1.905 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/78aeq1256937476.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] 5.330772 5.398903 5.467035 5.535167 5.603299 5.671431 5.739562 5.807694 [9] 5.875826 5.943958 6.012089 6.080221 6.148353 6.216485 6.284616 6.352748 [17] 6.420880 6.489012 6.557144 6.625275 6.693407 6.761539 6.829671 6.897802 [25] 6.965934 7.034066 7.102198 7.170329 7.238461 7.306593 7.374725 7.442856 [33] 7.510988 7.579120 7.647252 7.715384 7.783515 7.851647 7.919779 7.987911 [41] 8.056042 8.124174 8.192306 8.260438 8.328569 8.396701 8.464833 8.532965 [49] 8.601097 8.669228 $yords [1] 75.29335 76.36913 77.44491 78.52069 79.59647 80.67226 81.74804 [8] 82.82382 83.89960 84.97538 86.05116 87.12695 88.20273 89.27851 [15] 90.35429 91.43007 92.50585 93.58164 94.65742 95.73320 96.80898 [22] 97.88476 98.96055 100.03633 101.11211 102.18789 103.26367 104.33945 [29] 105.41524 106.49102 107.56680 108.64258 109.71836 110.79415 111.86993 [36] 112.94571 114.02149 115.09727 116.17305 117.24884 118.32462 119.40040 [43] 120.47618 121.55196 122.62774 123.70353 124.77931 125.85509 126.93087 [50] 128.00665 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.765021e-11 1.354701e-10 6.478870e-10 3.029666e-09 1.375790e-08 [2,] 1.060918e-10 4.867739e-10 2.167557e-09 9.436571e-09 4.011117e-08 [3,] 3.945824e-10 1.705459e-09 7.094708e-09 2.873920e-08 1.138833e-07 [4,] 1.416473e-09 5.804218e-09 2.267676e-08 8.565356e-08 3.158293e-07 [5,] 4.888464e-09 1.910687e-08 7.054783e-08 2.495735e-07 8.569971e-07 [6,] 1.616414e-08 6.058576e-08 2.127472e-07 7.090600e-07 2.275130e-06 [7,] 5.106935e-08 1.843675e-07 6.192613e-07 1.956872e-06 5.898197e-06 [8,] 1.538439e-07 5.367885e-07 1.733004e-06 5.223915e-06 1.488294e-05 [9,] 4.412013e-07 1.491722e-06 4.647069e-06 1.343350e-05 3.640357e-05 [10,] 1.203247e-06 3.949676e-06 1.190811e-05 3.315546e-05 8.595059e-05 [11,] 3.118339e-06 9.951139e-06 2.910069e-05 7.830545e-05 1.951245e-04 [12,] 7.676624e-06 2.383748e-05 6.772131e-05 1.765613e-04 4.245250e-04 [13,] 1.794931e-05 5.426561e-05 1.499306e-04 3.794355e-04 8.828710e-04 [14,] 3.986843e-05 1.173850e-04 3.156223e-04 7.763142e-04 1.751735e-03 [15,] 8.416277e-05 2.413322e-04 6.316842e-04 1.511230e-03 3.311820e-03 [16,] 1.689976e-04 4.718238e-04 1.202264e-03 2.798695e-03 5.962021e-03 [17,] 3.231933e-04 8.780839e-04 2.177528e-03 4.932321e-03 1.021845e-02 [18,] 5.897320e-04 1.557884e-03 3.757526e-03 8.278915e-03 1.668068e-02 [19,] 1.029288e-03 2.640576e-03 6.188421e-03 1.325334e-02 2.595999e-02 [20,] 1.723930e-03 4.288111e-03 9.751345e-03 2.027680e-02 3.858048e-02 [21,] 2.781949e-03 6.696068e-03 1.474904e-02 2.973181e-02 5.488303e-02 [22,] 4.345503e-03 1.009852e-02 2.149939e-02 4.193428e-02 7.497344e-02 [23,] 6.602282e-03 1.477981e-02 3.034377e-02 5.714017e-02 9.874607e-02 [24,] 9.799486e-03 2.109076e-02 4.166745e-02 7.558429e-02 1.259782e-01 [25,] 1.425247e-02 2.945617e-02 5.591115e-02 9.751771e-02 1.564400e-01 [26,] 2.033336e-02 4.034912e-02 7.353541e-02 1.231851e-01 1.899290e-01 [27,] 2.842126e-02 5.420471e-02 9.489869e-02 1.526871e-01 2.261531e-01 [28,] 3.880184e-02 7.126015e-02 1.200387e-01 1.857224e-01 2.644625e-01 [29,] 5.152317e-02 9.134372e-02 1.484037e-01 2.212863e-01 3.035401e-01 [30,] 6.624371e-02 1.136799e-01 1.786415e-01 2.574794e-01 3.412476e-01 [31,] 8.213446e-02 1.368094e-01 2.085837e-01 2.915921e-01 3.748071e-01 [32,] 9.790199e-02 1.587114e-01 2.355195e-01 3.205479e-01 4.013670e-01 [33,] 1.119707e-01 1.771544e-01 2.567470e-01 3.416254e-01 4.187935e-01 [34,] 1.228027e-01 1.902005e-01 2.702468e-01 3.532157e-01 4.263640e-01 [35,] 1.292666e-01 1.967008e-01 2.752321e-01 3.552930e-01 4.250170e-01 [36,] 1.309262e-01 1.965915e-01 2.723372e-01 3.493665e-01 4.169819e-01 [37,] 1.281346e-01 1.908595e-01 2.633415e-01 3.378874e-01 4.048952e-01 [38,] 1.218883e-01 1.811769e-01 2.505217e-01 3.233405e-01 3.907702e-01 [39,] 1.134936e-01 1.693450e-01 2.358899e-01 3.073969e-01 3.752740e-01 [40,] 1.041745e-01 1.567655e-01 2.206271e-01 2.904839e-01 3.576314e-01 [41,] 9.477009e-02 1.441411e-01 2.049216e-01 2.719257e-01 3.361846e-01 [42,] 8.562325e-02 1.314917e-01 1.882380e-01 2.505541e-01 3.093367e-01 [43,] 7.667243e-02 1.184360e-01 1.698508e-01 2.254840e-01 2.764538e-01 [44,] 6.767470e-02 1.045807e-01 1.493854e-01 1.967099e-01 2.383485e-01 [45,] 5.844536e-02 8.983843e-02 1.271383e-01 1.652949e-01 1.971883e-01 [46,] 4.901361e-02 7.455669e-02 1.040779e-01 1.331259e-01 1.559243e-01 [47,] 3.964875e-02 5.943865e-02 8.157541e-02 1.023914e-01 1.175163e-01 [48,] 3.077428e-02 4.532750e-02 6.101497e-02 7.501684e-02 8.425614e-02 [49,] 2.282893e-02 3.296430e-02 4.344962e-02 5.226318e-02 5.739382e-02 [50,] 1.614036e-02 2.281401e-02 2.941210e-02 3.458358e-02 3.711232e-02 [,6] [,7] [,8] [,9] [,10] [1,] 5.995277e-08 2.476365e-07 9.601257e-07 3.472231e-06 1.167493e-05 [2,] 1.649639e-07 6.482673e-07 2.405945e-06 8.360612e-06 2.706159e-05 [3,] 4.395723e-07 1.634970e-06 5.786491e-06 1.927773e-05 6.000636e-05 [4,] 1.138665e-06 3.986284e-06 1.339033e-05 4.262983e-05 1.273807e-04 [5,] 2.877319e-06 9.431518e-06 2.990792e-05 9.060615e-05 2.591949e-04 [6,] 7.109773e-06 2.173519e-05 6.471396e-05 1.856269e-04 5.065251e-04 [7,] 1.719312e-05 4.893455e-05 1.361732e-04 3.678611e-04 9.531735e-04 [8,] 4.064808e-05 1.078072e-04 2.796085e-04 7.078707e-04 1.732912e-03 [9,] 9.370325e-05 2.323798e-04 5.615482e-04 1.327552e-03 3.055324e-03 [10,] 2.098276e-04 4.891360e-04 1.103842e-03 2.433489e-03 5.244219e-03 [11,] 4.545038e-04 1.002086e-03 2.121383e-03 4.366367e-03 8.791780e-03 [12,] 9.484447e-04 1.990056e-03 3.975018e-03 7.666174e-03 1.442614e-02 [13,] 1.899944e-03 3.815111e-03 7.234909e-03 1.314330e-02 2.317768e-02 [14,] 3.643166e-03 7.033838e-03 1.273829e-02 2.193010e-02 3.641040e-02 [15,] 6.672680e-03 1.243273e-02 2.161104e-02 3.547023e-02 5.576631e-02 [16,] 1.165695e-02 2.101876e-02 3.521147e-02 5.539408e-02 8.296665e-02 [17,] 1.940882e-02 3.393335e-02 5.495819e-02 8.324272e-02 1.194412e-01 [18,] 3.079516e-02 5.227125e-02 8.203136e-02 1.200493e-01 1.658218e-01 [19,] 4.658540e-02 7.681904e-02 1.169908e-01 1.658605e-01 2.214252e-01 [20,] 6.726818e-02 1.077748e-01 1.594176e-01 2.193551e-01 2.839226e-01 [21,] 9.289561e-02 1.445505e-01 2.077264e-01 2.777427e-01 3.493940e-01 [22,] 1.230262e-01 1.857599e-01 2.592763e-01 3.370719e-01 4.128669e-01 [23,] 1.568123e-01 2.294445e-01 3.108134e-01 3.929344e-01 4.692554e-01 [24,] 1.932147e-01 2.734855e-01 3.591357e-01 4.413756e-01 5.144292e-01 [25,] 2.312506e-01 3.160494e-01 4.017505e-01 4.797035e-01 5.460507e-01 [26,] 2.701378e-01 3.558709e-01 4.372689e-01 5.069052e-01 5.638931e-01 [27,] 3.092316e-01 3.922416e-01 4.653927e-01 5.235429e-01 5.695684e-01 [28,] 3.477596e-01 4.247252e-01 4.865488e-01 5.312406e-01 5.658433e-01 [29,] 3.845039e-01 4.527899e-01 5.014073e-01 5.320468e-01 5.558688e-01 [30,] 4.176604e-01 4.756162e-01 5.105682e-01 5.279734e-01 5.426133e-01 [31,] 4.450581e-01 4.922570e-01 5.145780e-01 5.208480e-01 5.286052e-01 [32,] 4.647389e-01 5.021041e-01 5.141998e-01 5.123866e-01 5.158745e-01 [33,] 4.756715e-01 5.053964e-01 5.106661e-01 5.042353e-01 5.058805e-01 [34,] 4.782350e-01 5.034162e-01 5.056174e-01 4.977613e-01 4.992792e-01 [35,] 4.741607e-01 4.981475e-01 5.006051e-01 4.935690e-01 4.955735e-01 [36,] 4.658660e-01 4.914582e-01 4.963276e-01 4.909600e-01 4.928670e-01 [37,] 4.554284e-01 4.841591e-01 4.919852e-01 4.876872e-01 4.879890e-01 [38,] 4.436616e-01 4.754166e-01 4.851569e-01 4.802747e-01 4.771198e-01 [39,] 4.297401e-01 4.628631e-01 4.723827e-01 4.649170e-01 4.568049e-01 [40,] 4.115721e-01 4.434291e-01 4.502963e-01 4.386779e-01 4.250229e-01 [41,] 3.867690e-01 4.145720e-01 4.168719e-01 4.005327e-01 3.819057e-01 [42,] 3.537876e-01 3.753898e-01 3.722842e-01 3.518438e-01 3.298304e-01 [43,] 3.127574e-01 3.271646e-01 3.190429e-01 2.960914e-01 2.728535e-01 [44,] 2.656709e-01 2.731475e-01 2.613817e-01 2.379890e-01 2.157104e-01 [45,] 2.159129e-01 2.177188e-01 2.041736e-01 1.823315e-01 1.627426e-01 [46,] 1.673691e-01 1.652859e-01 1.517901e-01 1.329786e-01 1.170899e-01 [47,] 1.234846e-01 1.193228e-01 1.072755e-01 9.225762e-02 8.033238e-02 [48,] 8.659025e-02 8.182807e-02 7.202138e-02 6.086995e-02 5.258053e-02 [49,] 5.765447e-02 5.326980e-02 4.591565e-02 3.819707e-02 3.286869e-02 [50,] 3.642817e-02 3.290672e-02 2.779377e-02 2.280830e-02 1.965610e-02 [,11] [,12] [,13] [,14] [,15] [1,] 3.646207e-05 0.0001058167 0.0002856630 0.000718127 0.001682072 [2,] 8.139524e-05 0.0002274025 0.0005905463 0.001427134 0.003212464 [3,] 1.737925e-04 0.0004675775 0.0011686615 0.002716074 0.005876290 [4,] 3.550023e-04 0.0009198161 0.0022135876 0.004950036 0.010296832 [5,] 6.941614e-04 0.0017314660 0.0040129737 0.008638690 0.017285501 [6,] 1.300770e-03 0.0031205037 0.0069644028 0.014437506 0.027803055 [7,] 2.339946e-03 0.0053898721 0.0115768284 0.023113965 0.042859592 [8,] 4.050774e-03 0.0089369097 0.0184516971 0.035472248 0.063354433 [9,] 6.769661e-03 0.0142584801 0.0282454723 0.052246245 0.089885835 [10,] 1.096243e-02 0.0219572236 0.0416265275 0.073991692 0.122590764 [11,] 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1.117606219 [40,] 4.324290e-01 0.4842790971 0.5968868191 0.773652212 1.002917063 [41,] 3.829370e-01 0.4247586693 0.5210756663 0.673662107 0.871604593 [42,] 3.261658e-01 0.3589585043 0.4390615977 0.567041678 0.733565950 [43,] 2.665151e-01 0.2917716984 0.3567569622 0.461365755 0.598396943 [44,] 2.085925e-01 0.2279323569 0.2795459124 0.363154308 0.473871292 [45,] 1.562694e-01 0.1711543098 0.2114227968 0.276974667 0.365075636 [46,] 1.120714e-01 0.1236529362 0.1545920882 0.205133989 0.274286835 [47,] 7.700656e-02 0.0861011942 0.1095361213 0.147904824 0.201434276 [48,] 5.077600e-02 0.0579246877 0.0754143120 0.104083641 0.144862616 [49,] 3.220294e-02 0.0377645793 0.0505983835 0.071645096 0.102113902 [50,] 1.970468e-02 0.0239413900 0.0331720193 0.048307674 0.070543168 [,16] [,17] [,18] [,19] [,20] [,21] [1,] 0.003670194 0.00745179 0.01405255 0.02455546 0.03965751 0.05904899 [2,] 0.006737839 0.01316110 0.02390915 0.04031380 0.06293742 0.09075136 [3,] 0.011844486 0.02224412 0.03889211 0.06320757 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1.369678698 1.62897810 1.88728271 2.12758670 2.33786180 2.51585699 [32,] 1.457428182 1.75436295 2.04627885 2.31005419 2.53059095 2.70679632 [33,] 1.537857357 1.86601624 2.18304801 2.46077984 2.68281187 2.85091902 [34,] 1.601922031 1.95176413 2.28303455 2.56439428 2.78028510 2.93678345 [35,] 1.639928595 1.99971541 2.33342159 2.60900474 2.81383510 2.95900556 [36,] 1.643159902 2.00039426 2.32552217 2.58841495 2.78092936 2.91886460 [37,] 1.605756244 1.94884017 2.25671198 2.50343063 2.68600097 2.82353564 [38,] 1.526297939 1.84600269 2.13123287 2.36173798 2.53929062 2.68406695 [39,] 1.408525233 1.69889477 1.95950186 2.17628454 2.35448274 2.51268139 [40,] 1.260876165 1.51936331 1.75606422 1.96261639 2.14585169 2.32025778 [41,] 1.094929678 1.32181861 1.53680367 1.73598765 1.92580152 2.11478323 [42,] 0.923222781 1.12061233 1.31624548 1.50908418 1.70348450 1.90116713 [43,] 0.757096524 0.92781608 1.10567356 1.29089867 1.48472256 1.68225775 [44,] 0.605142740 0.75192067 0.91240292 1.08681131 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1.2567439 1.3119797 1.3671353 1.4395403 [21,] 1.07502223 1.1628352 1.2492700 1.3276122 1.4003697 1.4781821 1.5746236 [22,] 1.12541001 1.2180561 1.3132999 1.4068062 1.5014497 1.6051053 1.7257689 [23,] 1.18857259 1.2880950 1.3951627 1.5072162 1.6261147 1.7552898 1.8958715 [24,] 1.27583858 1.3852201 1.5068685 1.6390874 1.7813629 1.9314113 2.0829548 [25,] 1.39653770 1.5183963 1.6558126 1.8070072 1.9680197 2.1301782 2.2800866 [26,] 1.55536800 1.6907159 1.8426164 2.0084770 2.1802727 2.3429350 2.4770072 [27,] 1.75082384 1.8982709 2.0607035 2.2343515 2.4070021 2.5577770 2.6627825 [28,] 1.97496160 2.1306066 2.2975328 2.4707992 2.6342869 2.7623093 2.8284308 [29,] 2.21439310 2.3724516 2.5369577 2.7020428 2.8481847 2.9460727 2.9685816 [30,] 2.45216674 2.6061962 2.7620169 2.9130855 3.0369932 3.1019510 3.0816947 [31,] 2.67014162 2.8145738 2.9575359 3.0918360 3.1925405 3.2263380 3.1689277 [32,] 2.85149991 2.9831031 3.1121166 3.2303304 3.3104166 3.3182568 3.2321702 [33,] 2.98306380 3.1019445 3.2192587 3.3249736 3.3893012 3.3778576 3.2719451 [34,] 3.05704954 3.1668700 3.2774645 3.3758503 3.4296636 3.4047946 3.2858598 [35,] 3.07186575 3.1791148 3.2892973 3.3852820 3.4321971 3.3969759 3.2681291 [36,] 3.03166882 3.1440678 3.2595762 3.3559896 3.3964432 3.3501214 3.2104293 [37,] 2.94468505 3.0690825 3.1931840 3.2894219 3.3201085 3.2584048 3.1039836 [38,] 2.82072574 2.9610454 3.0932016 3.1848819 3.1994542 3.1161550 2.9423687 [39,] 2.66866928 2.8245251 2.9600829 3.0398954 3.0307977 2.9201959 2.7242174 [40,] 2.49475325 2.6611811 2.7922526 2.8518158 2.8127113 2.6720812 2.4549262 [41,] 2.30223240 2.4706507 2.5879557 2.6201283 2.5481389 2.3794081 2.1467462 [42,] 2.09241491 2.2525309 2.3476500 2.3485708 2.2455945 2.0556586 1.8171596 [43,] 1.86653914 2.0086246 2.0759784 2.0462035 1.9189019 1.7185134 1.4860097 [44,] 1.62763886 1.7445166 1.7825076 1.7269392 1.5854522 1.3871016 1.1722167 [45,] 1.38160964 1.4698363 1.4809027 1.4076197 1.2634792 1.0789700 0.8909614 [46,] 1.13706608 1.1971014 1.1867972 1.1052368 0.9691475 0.8075767 0.6519620 [47,] 0.90408670 0.9395663 0.9150640 0.8341384 0.7142432 0.5808617 0.4590613 [48,] 0.69235442 0.7088221 0.6773350 0.6039914 0.5049851 0.4010666 0.3109550 [49,] 0.50936130 0.5128946 0.4804401 0.4189402 0.3420786 0.2656119 0.2026388 [50,] 0.35923541 0.3553256 0.3260562 0.2779855 0.2217754 0.1686141 0.1270881 [,29] [,30] [,31] [,32] [,33] [,34] [,35] [1,] 0.09407205 0.0923108 0.0981577 0.1089799 0.1199845 0.1263935 0.1255266 [2,] 0.12651318 0.1268324 0.1370835 0.1527745 0.1672252 0.1746147 0.1724905 [3,] 0.16359843 0.1675619 0.1835737 0.2048899 0.2229869 0.2314729 0.2287820 [4,] 0.20384703 0.2130993 0.2359707 0.2633790 0.2854047 0.2958699 0.2948122 [5,] 0.24543063 0.2613879 0.2917803 0.3255655 0.3523084 0.3670203 0.3718880 [6,] 0.28664763 0.3102116 0.3483309 0.3889072 0.4221966 0.4453197 0.4627044 [7,] 0.32653985 0.3579502 0.4037363 0.4520880 0.4952317 0.5329423 0.5712805 [8,] 0.36549258 0.4043876 0.4578634 0.5159322 0.5737921 0.6337422 0.7020640 [9,] 0.40559133 0.4512621 0.5128948 0.5836853 0.6621824 0.7522401 0.8582671 [10,] 0.45051034 0.5022448 0.5731350 0.6603760 0.7654033 0.8918801 1.0399299 [11,] 0.50481845 0.5621969 0.6439702 0.7513390 0.8873190 1.0531684 1.2425260 [12,] 0.57280171 0.6358449 0.7302593 0.8603893 1.0289253 1.2325234 1.4569006 [13,] 0.65715075 0.7263164 0.8347520 0.9883862 1.1875018 1.4224983 1.6708896 [14,] 0.75802487 0.8341386 0.9572090 1.1328383 1.3571223 1.6134933 1.8722497 [15,] 0.87296253 0.9571830 1.0946432 1.2887700 1.5303893 1.7963708 2.0518552 [16,] 0.99781971 1.0916610 1.2425984 1.4504650 1.7006475 1.9648843 2.2058594 [17,] 1.12846463 1.2337609 1.3968530 1.6132402 1.8636321 2.1168174 2.3358608 [18,] 1.26254201 1.3811482 1.5546746 1.7743359 2.0177310 2.2532742 2.4469430 [19,] 1.40047108 1.5335337 1.7149293 1.9324382 2.1627149 2.3764301 2.5443991 [20,] 1.54509405 1.6919183 1.8769314 2.0860718 2.2975889 2.4868109 2.6305461 [21,] 1.69997891 1.8567936 2.0386137 2.2317565 2.4187277 2.5814384 2.7029969 [22,] 1.86704122 2.0261657 2.1950512 2.3630443 2.5193915 2.6538024 2.7551164 [23,] 2.04454897 2.1944623 2.3382959 2.4711934 2.5910954 2.6957982 2.7784618 [24,] 2.22647429 2.3530382 2.4589005 2.5474664 2.6264281 2.7008913 2.7662224 [25,] 2.40358362 2.4922646 2.5486921 2.5862365 2.6222217 2.6672399 2.7163306 [26,] 2.56588159 2.6044319 2.6037198 2.5876407 2.5817613 2.5995247 2.6331018 [27,] 2.70542658 2.6862895 2.6261395 2.5586271 2.5150660 2.5087244 2.5268189 [28,] 2.81839309 2.7401590 2.6241741 2.5118234 2.4369646 2.4098041 2.4113732 [29,] 2.90559682 2.7731151 2.6099960 2.4624276 2.3634517 2.3179700 2.3006860 [30,] 2.97132321 2.7944515 2.5961198 2.4240018 2.3073758 2.2445997 2.2050090 [31,] 3.02091139 2.8122393 2.5913950 2.4044171 2.2747376 2.1940734 2.1282520 [32,] 3.05793295 2.8300753 2.5978340 2.4031857 2.2627358 2.1625043 2.0671984 [33,] 3.08189207 2.8450624 2.6092899 2.4110501 2.2602281 2.1388261 2.0128855 [34,] 3.08720776 2.8477185 2.6124901 2.4120741 2.2505799 2.1079797 1.9537125 [35,] 3.06388592 2.8239711 2.5902530 2.3877311 2.2161313 2.0552500 1.8792308 [36,] 2.99982132 2.7587776 2.5260391 2.3218476 2.1429709 1.9703956 1.7833268 [37,] 2.88416786 2.6403745 2.4085294 2.2049465 2.0245736 1.8502764 1.6657427 [38,] 2.71082384 2.4639016 2.2348689 2.0367060 1.8632388 1.6992241 1.5315320 [39,] 2.48096179 2.2332990 2.0116314 1.8258805 1.6690258 1.5272169 1.3888417 [40,] 2.20378712 1.9609203 1.7533165 1.5878782 1.4567367 1.3466840 1.2460099 [41,] 1.89527482 1.6650590 1.4789905 1.3409360 1.2420875 1.1691550 1.1091242 [42,] 1.57529202 1.3662289 1.2082099 1.1021664 1.0383330 1.0028612 0.9808669 [43,] 1.26399821 1.0833454 0.9574424 0.8846034 0.8542540 0.8518778 0.8608508 [44,] 0.97854176 0.8308185 0.7378441 0.6958525 0.6937906 0.7167372 0.7470349 [45,] 0.73083967 0.6171239 0.5546726 0.5383211 0.5570002 0.5959261 0.6374522 [46,] 0.52677889 0.4448737 0.4080733 0.4105284 0.4416636 0.4875007 0.5315007 [47,] 0.36671687 0.3119901 0.2946504 0.3088046 0.3448373 0.3902028 0.4303723 [48,] 0.24684919 0.2133965 0.2091917 0.2287915 0.2638870 0.3038203 0.3366244 [49,] 0.16091070 0.1426877 0.1460837 0.1664184 0.1968747 0.2288956 0.2532363 [50,] 0.10175627 0.0934285 0.1002068 0.1183143 0.1424447 0.1661107 0.1826137 [,36] [,37] [,38] [,39] [,40] [,41] [,42] [1,] 0.1177766 0.1060394 0.0940039 0.08430904 0.07754468 0.07247440 0.06713172 [2,] 0.1624995 0.1490424 0.1367022 0.12793495 0.12222139 0.11692144 0.10909449 [3,] 0.2182912 0.2058978 0.1965185 0.19151880 0.18839365 0.18260981 0.17032120 [4,] 0.2875643 0.2810350 0.2793963 0.28165913 0.28238342 0.27486689 0.25481309 [5,] 0.3739324 0.3799643 0.3918257 0.40471446 0.40948175 0.39742646 0.36477363 [6,] 0.4821059 0.5084890 0.5394561 0.56505066 0.57213485 0.55082951 0.49939306 [7,] 0.6170443 0.6711531 0.7251030 0.76296867 0.76813496 0.73109598 0.65404518 [8,] 0.7823361 0.8691812 0.9466541 0.99297042 0.98949765 0.92925355 0.82031484 [9,] 0.9781864 1.0985602 1.1956796 1.24317005 1.22269323 1.13216845 0.98707247 [10,] 1.1997627 1.3491364 1.4575694 1.49646677 1.45056023 1.32472910 1.14245840 [11,] 1.4367636 1.6054579 1.7136340 1.73355125 1.65564287 1.49292185 1.27627929 [12,] 1.6747725 1.8495354 1.9448957 1.93708828 1.82408260 1.62692738 1.38211769 [13,] 1.8982812 2.0649024 2.1365347 2.09583093 1.94885395 1.72326550 1.45851797 [14,] 2.0944995 2.2406864 2.2815216 2.20727860 2.03125433 1.78529143 1.50890917 [15,] 2.2565737 2.3742055 2.3821045 2.27790626 2.08011033 1.82187823 1.54031467 [16,] 2.3849184 2.4710457 2.4485317 2.32081670 2.10892246 1.84468461 1.56122374 [17,] 2.4860529 2.5424989 2.4953851 2.35154866 2.13181697 1.86478819 1.57916824 [18,] 2.5693353 2.6012477 2.5367440 2.38335706 2.15948369 1.88957539 1.59857181 [19,] 2.6428479 2.6568289 2.5817590 2.42337365 2.19620102 1.92065647 1.61937298 [20,] 2.7100167 2.7124336 2.6319888 2.47069341 2.23868435 1.95330783 1.63679510 [21,] 2.7682096 2.7640397 2.6811917 2.51680807 2.27699631 1.97760050 1.64242107 [22,] 2.8097384 2.8020020 2.7174657 2.54814532 2.29724551 1.98097977 1.62640699 [23,] 2.8247801 2.8144204 2.7269613 2.54994079 2.28536036 1.95166772 1.58029576 [24,] 2.8050874 2.7911066 2.6980176 2.51035420 2.23092845 1.88196800 1.49961482 [25,] 2.7471805 2.7269009 2.6245320 2.42370413 2.13004452 1.77051379 1.38543572 [26,] 2.6539844 2.6233814 2.5076596 2.29195789 1.98637930 1.62279647 1.24439673 [27,] 2.5344399 2.4885435 2.3554466 2.12413919 1.81023421 1.44988050 1.08723591 [28,] 2.4012619 2.3346522 2.1806392 1.93396909 1.61600489 1.26582739 0.92640670 [29,] 2.2675866 2.1750208 1.9974684 1.73660987 1.41897784 1.08475012 0.77361344 [30,] 2.1435825 2.0207938 1.8185039 1.54561097 1.23251090 0.91842449 0.63800408 [31,] 2.0341115 1.8787724 1.6525673 1.37095839 1.06635499 0.77502274 0.52537828 [32,] 1.9381818 1.7509164 1.5042171 1.21859290 0.92631520 0.65900464 0.43831764 [33,] 1.8503155 1.6355083 1.3746592 1.09113360 0.81489559 0.57176059 0.37683558 [34,] 1.7632638 1.5293235 1.2633853 0.98910729 0.73227101 0.51243307 0.33908577 [35,] 1.6710079 1.4297956 1.1696302 0.91191791 0.67698156 0.47847422 0.32183369 [36,] 1.5709039 1.3362479 1.0929591 0.85809503 0.64608117 0.46581442 0.32066119 [37,] 1.4642210 1.2497493 1.0328143 0.82485341 0.63488916 0.46883445 0.33008908 [38,] 1.3550116 1.1718153 0.9874233 0.80742703 0.63678004 0.48049330 0.34387006 [39,] 1.2479470 1.1027058 0.9528040 0.79880232 0.64346903 0.49290145 0.35560703 [40,] 1.1461369 1.0402312 0.9225697 0.79029751 0.64601079 0.49839055 0.35965503 [41,] 1.0498736 0.9797028 0.8888424 0.77301939 0.63635794 0.49084644 0.35207567 [42,] 0.9567589 0.9151129 0.8440498 0.73978320 0.60901052 0.46688545 0.33132762 [43,] 0.8630371 0.8410593 0.7829500 0.68682144 0.56218060 0.42645719 0.29843814 [44,] 0.7654603 0.7546143 0.7041106 0.61465274 0.49804788 0.37264787 0.25657830 [45,] 0.6628602 0.6563956 0.6102899 0.52780063 0.42201553 0.31074556 0.21017566 [46,] 0.5568212 0.5504665 0.5076176 0.43348659 0.34123402 0.24688093 0.16384717 [47,] 0.4512899 0.4431845 0.4039216 0.33977582 0.26288930 0.18667021 0.12146560 [48,] 0.3514008 0.3414934 0.3068116 0.25378419 0.19276759 0.13422863 0.08558396 [49,] 0.2620454 0.2512811 0.2221260 0.18044188 0.13443681 0.09174247 0.05729116 [50,] 0.1867095 0.1762912 0.1531137 0.12203653 0.08912467 0.05957768 0.03642598 [,43] [,44] [,45] [,46] [,47] [,48] [1,] 0.06003955 0.05089927 0.040528222 0.030271764 0.021326952 0.0143314544 [2,] 0.09715158 0.08151133 0.064135319 0.047437358 0.033263611 0.0224101093 [3,] 0.15037446 0.12466710 0.096978493 0.071179957 0.049843427 0.0337917419 [4,] 0.22244403 0.18215487 0.140282418 0.102457354 0.071904842 0.0492186144 [5,] 0.31444458 0.25448767 0.194439095 0.141768721 0.100068995 0.0693297104 [6,] 0.42500915 0.34043986 0.258750137 0.188982960 0.134582048 0.0944962429 [7,] 0.54993514 0.43689985 0.331345401 0.243219812 0.175134336 0.1246082093 [8,] 0.68245487 0.53913946 0.409302031 0.302787617 0.220672954 0.1588488361 [9,] 0.81420839 0.64146658 0.488927270 0.365181192 0.269256827 0.1955328218 [10,] 0.93671553 0.73809694 0.566135316 0.427164684 0.318038672 0.2321083584 [11,] 1.04295127 0.82402101 0.636859775 0.484991153 0.363466922 0.2654050114 [12,] 1.12858379 0.89567174 0.697476600 0.534806459 0.401753422 0.2921364994 [13,] 1.19255431 0.95128782 0.745224855 0.573223193 0.429548035 0.3095578344 [14,] 1.23689088 0.99094872 0.778575343 0.597943398 0.444640282 0.3160805551 [15,] 1.26584735 1.01629006 0.797430597 0.608216298 0.446440625 0.3116261083 [16,] 1.28458147 1.02991267 0.803012422 0.604916260 0.436038269 0.2975753882 [17,] 1.29764004 1.03453251 0.797366044 0.590151100 0.415788497 0.2763263520 [18,] 1.30755510 1.03202132 0.782581678 0.566518379 0.388581750 0.2506290802 [19,] 1.31389347 1.02262105 0.760017137 0.536306887 0.357084137 0.2229483834 [20,] 1.31309236 1.00467256 0.729874139 0.500981561 0.323237857 0.1950681971 [21,] 1.29927528 0.97508689 0.691362242 0.461156211 0.288170335 0.1680235715 [22,] 1.26594953 0.93050649 0.643417352 0.417017808 0.252461421 0.1422971518 [23,] 1.20813149 0.86878063 0.585666437 0.368950499 0.216565620 0.1181222465 [24,] 1.12420652 0.79019258 0.519201563 0.318032441 0.181153782 0.0957310191 [25,] 1.01686510 0.69794688 0.446816957 0.266172532 0.147224189 0.0754565048 [26,] 0.89278614 0.59772887 0.372617741 0.215850528 0.115973311 0.0576906195 [27,] 0.76121775 0.49653082 0.301186559 0.169609256 0.088531046 0.0427661722 [28,] 0.63200380 0.40120691 0.236653627 0.129531204 0.065703397 0.0308451763 [29,] 0.51374101 0.31725781 0.181998608 0.096893928 0.047828234 0.0218674776 [30,] 0.41258752 0.24816756 0.138756925 0.072082962 0.034774235 0.0155693306 [31,] 0.33189909 0.19534108 0.107111041 0.054721357 0.026046380 0.0115478050 [32,] 0.27252782 0.15846237 0.086213285 0.043906633 0.020931442 0.0093357666 [33,] 0.23343137 0.13600240 0.074556187 0.038445275 0.018625875 0.0084610262 [34,] 0.21225644 0.12565674 0.070263595 0.037021496 0.018319550 0.0084807402 [35,] 0.20572138 0.12462552 0.071269530 0.038294952 0.019240063 0.0089969531 [36,] 0.20982029 0.12977844 0.075427930 0.040960880 0.020679260 0.0096651793 [37,] 0.21999966 0.13781398 0.080623568 0.043813075 0.022022531 0.0102051538 [38,] 0.23146924 0.14550535 0.084931009 0.045830166 0.022788129 0.0104154430 [39,] 0.23971272 0.15004954 0.086817109 0.046275472 0.022668223 0.0101866771 [40,] 0.24112318 0.14944830 0.085334557 0.044778017 0.021554450 0.0095054121 [41,] 0.23358025 0.14279774 0.080234952 0.041358772 0.019532449 0.0084430166 [42,] 0.21676425 0.13037324 0.071948558 0.036382432 0.016840516 0.0071297093 [43,] 0.19207958 0.11346257 0.061423882 0.030442159 0.013801193 0.0057198085 [44,] 0.16219604 0.09398914 0.049870664 0.024209010 0.010744475 0.0043574575 [45,] 0.13034969 0.07403924 0.038481409 0.018288431 0.007943169 0.0031513524 [46,] 0.09961597 0.05542950 0.028207024 0.013119669 0.005574739 0.0021631105 [47,] 0.07235230 0.03942140 0.019634686 0.008935236 0.003713542 0.0014089812 [48,] 0.04992367 0.02662575 0.012976140 0.005776173 0.002347546 0.0008707959 [49,] 0.03271615 0.01707449 0.008140255 0.003543684 0.001408128 0.0005105764 [50,] 0.02035720 0.01039409 0.004846538 0.002062960 0.000801347 0.0002839836 [,49] [,50] [1,] 9.323357e-03 5.954339e-03 [2,] 1.472663e-02 9.545171e-03 [3,] 2.249096e-02 1.479748e-02 [4,] 3.322842e-02 2.216282e-02 [5,] 4.747961e-02 3.202027e-02 [6,] 6.555388e-02 4.454135e-02 [7,] 8.732858e-02 5.953446e-02 [8,] 1.120556e-01 7.631569e-02 [9,] 1.382534e-01 9.366852e-02 [10,] 1.637669e-01 1.099455e-01 [11,] 1.860443e-01 1.233256e-01 [12,] 2.026009e-01 1.321798e-01 [13,] 2.115561e-01 1.354423e-01 [14,] 2.120712e-01 1.328636e-01 [15,] 2.045311e-01 1.250540e-01 [16,] 1.903980e-01 1.133008e-01 [17,] 1.717925e-01 9.922697e-02 [18,] 1.509573e-01 8.441418e-02 [19,] 1.297934e-01 7.011244e-02 [20,] 1.096036e-01 5.710706e-02 [21,] 9.107695e-02 4.574402e-02 [22,] 7.444808e-02 3.605715e-02 [23,] 5.971827e-02 2.792091e-02 [24,] 4.683323e-02 2.116890e-02 [25,] 3.576795e-02 1.565345e-02 [26,] 2.652525e-02 1.125453e-02 [27,] 1.909004e-02 7.862848e-03 [28,] 1.338449e-02 5.361210e-03 [29,] 9.250867e-03 3.617107e-03 [30,] 6.464865e-03 2.487530e-03 [31,] 4.766359e-03 1.830033e-03 [32,] 3.891301e-03 1.513267e-03 [33,] 3.594072e-03 1.423189e-03 [34,] 3.658240e-03 1.464796e-03 [35,] 3.899732e-03 1.561452e-03 [36,] 4.168020e-03 1.654024e-03 [37,] 4.348766e-03 1.700873e-03 [38,] 4.367832e-03 1.678310e-03 [39,] 4.193899e-03 1.580266e-03 [40,] 3.836483e-03 1.416065e-03 [41,] 3.337739e-03 1.206001e-03 [42,] 2.759094e-03 9.754644e-04 [43,] 2.165902e-03 7.490173e-04 [44,] 1.614062e-03 5.458484e-04 [45,] 1.141583e-03 3.774586e-04 [46,] 7.661692e-04 2.476396e-04 [47,] 4.878767e-04 1.541248e-04 [48,] 2.947219e-04 9.098773e-05 [49,] 1.688835e-04 5.094620e-05 [50,] 9.178996e-05 2.705361e-05 > 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 140.024 -4.931 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1n76x1256937476.ps tmp/1n76x1256937476.png") > system("convert tmp/22c9y1256937476.ps tmp/22c9y1256937476.png") > system("convert tmp/3abf11256937476.ps tmp/3abf11256937476.png") > system("convert tmp/4ya7z1256937476.ps tmp/4ya7z1256937476.png") > system("convert tmp/5dk411256937476.ps tmp/5dk411256937476.png") > system("convert tmp/6xftk1256937476.ps tmp/6xftk1256937476.png") > system("convert tmp/78aeq1256937476.ps tmp/78aeq1256937476.png") > > > proc.time() user system elapsed 1.954 1.277 2.718