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Type 'q()' to quit R. > z <- c(8,7.7,7.4,7.3,7,6.9,7.1,7.3,7.1,7.3,7.2,7,6.7,6.4,6.1,6.1,5.9,5.6,5.5,5.7,6.1,6.8,7.1,7.5,7.8,7.9,7.6,7,6.9,7.1,7.9,8,7.9,7.4,7.2,7.3,7.7,7.8,7.6,7.3,7,6.9,7.2,7.3,7.5,7.5,7.7,8.2,8.8,8.7,8.3,7.1,6.8,7.2,8.5,9.1,8.9,8.2,7.6,7.7,8.1,8.3,8.3,7.9,7.8,8,8.5,8.6,8.5,8.1,7.8,7.9,8.2,8.3,8.2,8.1,8,7.8,7.8,7.7,7.7,7.6,7.6,7.8,8,8,7.9,7.7,7.4,6.9,6.7,6.5,6.4,6.6,6.8,7,6.9,6.7,6.4,6.2,5.9,6,6.3,6.3,6.1) > y <- c(5.6,5.3,5,4.7,4.4,4.2,4.2,4.3,4.3,4.7,4.8,4.7,4.6,4.5,4.5,4.8,4.8,4.6,4.3,4.3,4.6,5.4,5.5,5.5,5.3,5.2,5.2,5.4,5.3,5,4.9,4.9,5.3,6.3,6.7,6.7,6.4,6.1,6,6.2,6.1,6,6,5.9,5.9,6,6.1,6.4,6.7,6.7,6.5,5.9,5.6,5.7,6,6.3,6.3,6.2,6.1,6.3,6.5,6.6,6.5,6.2,6.2,5.9,6.1,6.1,6.1,6.1,6.1,6.3,6.7,6.9,6.9,6.9,6.8,6.4,5.9,5.5,5.6,5.6,5.8,5.9,6.1,6.1,6,6,5.8,5.5,5.5,5.4,5.2,5.2,5.2,5.5,5.7,5.7,5.6,5.4,5.1,5.1,5.3,5.3,5.3) > x <- c(6.6,6.4,6,5.8,5.5,5.4,5.4,5.6,5.5,5.8,5.8,5.7,5.5,5.3,5.2,5.3,5.3,5,4.8,4.9,5.3,6,6.2,6.4,6.4,6.4,6.2,6.1,6,5.9,6.2,6.2,6.4,6.8,6.9,7,7,6.9,6.7,6.6,6.5,6.4,6.5,6.5,6.6,6.7,6.8,7.2,7.6,7.6,7.3,6.4,6.1,6.3,7.1,7.5,7.4,7.1,6.8,6.9,7.2,7.4,7.3,6.9,6.9,6.8,7.1,7.2,7.1,7,6.9,7,7.4,7.5,7.5,7.4,7.3,7,6.7,6.5,6.5,6.5,6.6,6.8,6.9,6.9,6.8,6.8,6.5,6.1,6,5.9,5.8,5.9,5.9,6.2,6.3,6.2,6,5.8,5.5,5.5,5.7,5.8,5.7) > par7 = 'Vrouwen ouder dan 25' > par6 = 'Mannen ouder dan 25' > par5 = 'Totaal ouder dan 25' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1z7sb1226487643.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/20n281226487643.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3pjys1226487643.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/48zo21226487643.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5h5b81226487643.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -0.5742 0.9713 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/66zn21226487643.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] 3.785621 3.857637 3.929652 4.001668 4.073683 4.145698 4.217714 4.289729 [9] 4.361745 4.433760 4.505776 4.577791 4.649807 4.721822 4.793838 4.865853 [17] 4.937869 5.009884 5.081899 5.153915 5.225930 5.297946 5.369961 5.441977 [25] 5.513992 5.586008 5.658023 5.730039 5.802054 5.874070 5.946085 6.018101 [33] 6.090116 6.162131 6.234147 6.306162 6.378178 6.450193 6.522209 6.594224 [41] 6.666240 6.738255 6.810271 6.882286 6.954302 7.026317 7.098332 7.170348 [49] 7.242363 7.314379 $yords [1] 5.038219 5.130536 5.222854 5.315171 5.407489 5.499807 5.592124 5.684442 [9] 5.776759 5.869077 5.961395 6.053712 6.146030 6.238347 6.330665 6.422983 [17] 6.515300 6.607618 6.699936 6.792253 6.884571 6.976888 7.069206 7.161524 [25] 7.253841 7.346159 7.438476 7.530794 7.623112 7.715429 7.807747 7.900064 [33] 7.992382 8.084700 8.177017 8.269335 8.361653 8.453970 8.546288 8.638605 [41] 8.730923 8.823241 8.915558 9.007876 9.100193 9.192511 9.284829 9.377146 [49] 9.469464 9.561781 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.726507e+00 2.079445e+00 2.221392e+00 2.120239e+00 1.825655e+00 [2,] 2.349375e+00 3.037679e+00 3.480105e+00 3.559805e+00 3.281080e+00 [3,] 2.895772e+00 4.012523e+00 4.920915e+00 5.384461e+00 5.305197e+00 [4,] 3.252696e+00 4.819536e+00 6.312571e+00 7.370472e+00 7.745165e+00 [5,] 3.354280e+00 5.301708e+00 7.396620e+00 9.188039e+00 1.026544e+01 [6,] 3.200884e+00 5.385740e+00 7.983086e+00 1.051711e+01 1.244705e+01 [7,] 2.846909e+00 5.094604e+00 8.009735e+00 1.116232e+01 1.394321e+01 [8,] 2.372625e+00 4.519254e+00 7.536131e+00 1.109721e+01 1.459334e+01 [9,] 1.859314e+00 3.778359e+00 6.695229e+00 1.042783e+01 1.443061e+01 [10,] 1.374388e+00 2.988627e+00 5.644930e+00 9.326013e+00 1.360897e+01 [11,] 9.630575e-01 2.246659e+00 4.537561e+00 7.980809e+00 1.232632e+01 [12,] 6.446341e-01 1.615908e+00 3.498035e+00 6.570882e+00 1.078459e+01 [13,] 4.155750e-01 1.120644e+00 2.604480e+00 5.237694e+00 9.165862e+00 [14,] 2.589782e-01 7.526661e-01 1.881793e+00 4.061043e+00 7.600366e+00 [15,] 1.552267e-01 4.878405e-01 1.316426e+00 3.058987e+00 6.145214e+00 [16,] 8.830756e-02 3.014610e-01 8.819999e-01 2.217058e+00 4.803991e+00 [17,] 4.688879e-02 1.746778e-01 5.568123e-01 1.521862e+00 3.576371e+00 [18,] 2.288116e-02 9.339375e-02 3.257645e-01 9.726930e-01 2.491903e+00 [19,] 1.014271e-02 4.549997e-02 1.742614e-01 5.706064e-01 1.600441e+00 [20,] 4.052538e-03 2.002635e-02 8.443335e-02 3.040685e-01 9.368146e-01 [21,] 1.452657e-03 7.921389e-03 3.683585e-02 1.462154e-01 4.960564e-01 [22,] 4.659475e-04 2.807469e-03 1.442056e-02 6.319610e-02 2.365401e-01 [23,] 1.335655e-04 8.901777e-04 5.056545e-03 2.449730e-02 1.013106e-01 [24,] 3.419924e-05 2.523442e-04 1.586735e-03 8.507310e-03 3.892023e-02 [25,] 7.821189e-06 6.394085e-05 4.454326e-04 2.645360e-03 1.340139e-02 [26,] 1.597826e-06 1.448281e-05 1.118549e-04 7.363802e-04 4.134401e-03 [27,] 2.916823e-07 2.932918e-06 2.512811e-05 1.834966e-04 1.142583e-03 [28,] 4.760102e-08 5.312363e-07 5.051571e-06 4.094008e-05 2.828859e-04 [29,] 6.951818e-09 8.614902e-08 9.096384e-07 8.185656e-06 6.279774e-05 [30,] 9.113710e-10 1.254757e-08 1.471929e-07 1.471519e-06 1.254085e-05 [31,] 1.083240e-10 1.658420e-09 2.163261e-08 2.404632e-07 2.278460e-06 [32,] 1.203927e-11 2.053458e-10 2.983557e-09 3.693335e-08 3.896415e-07 [33,] 1.357003e-12 2.586405e-11 4.196627e-10 5.797684e-09 6.821473e-08 [34,] 1.778868e-13 3.792788e-12 6.875264e-11 1.059736e-09 1.389302e-08 [35,] 2.899528e-14 6.881331e-13 1.386563e-11 2.372477e-10 3.448016e-09 [36,] 5.302501e-15 1.392089e-13 3.100561e-12 5.859707e-11 9.398784e-10 [37,] 9.525329e-16 2.758329e-14 6.774123e-13 1.411138e-11 2.493902e-10 [38,] 1.568240e-16 5.004973e-15 1.354448e-13 3.108529e-12 6.051356e-11 [39,] 2.306574e-17 8.111695e-16 2.418717e-14 6.115643e-13 1.311436e-11 [40,] 3.005416e-18 1.164675e-16 3.826510e-15 1.065977e-13 2.518237e-12 [41,] 3.459924e-19 1.477529e-17 5.349059e-16 1.641853e-14 4.273254e-13 [42,] 3.516278e-20 1.654763e-18 6.601419e-17 2.232684e-15 6.402541e-14 [43,] 3.153792e-21 1.635615e-19 7.190470e-18 2.679771e-16 8.467292e-15 [44,] 2.496164e-22 1.426682e-20 6.911800e-19 2.838554e-17 9.882890e-16 [45,] 1.743358e-23 1.098137e-21 5.862992e-20 2.653411e-18 1.017999e-16 [46,] 1.074397e-24 7.458626e-23 4.388650e-21 2.188808e-19 9.253806e-18 [47,] 5.842533e-26 4.470204e-24 2.898798e-22 1.593297e-20 7.423226e-19 [48,] 2.803449e-27 2.364056e-25 1.689566e-23 1.023449e-21 5.254807e-20 [49,] 1.186955e-28 1.103176e-26 8.689530e-25 5.801073e-23 3.282497e-21 [50,] 4.434290e-30 4.542401e-28 3.943465e-26 2.901477e-24 1.809381e-22 [,6] [,7] 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4.169863e-06 4.421064e-07 3.980457e-08 [14,] 7.965308e-04 1.287107e-04 1.768093e-05 2.063740e-06 2.045867e-07 [15,] 2.463696e-03 4.380033e-04 6.621363e-05 8.506872e-06 9.284308e-07 [16,] 6.734234e-03 1.316840e-03 2.190213e-04 3.096734e-05 3.720294e-06 [17,] 1.627045e-02 3.498242e-03 6.399916e-04 9.956339e-05 1.316425e-05 [18,] 3.476018e-02 8.213667e-03 1.652307e-03 2.827601e-04 4.113921e-05 [19,] 6.570927e-02 1.705239e-02 3.770239e-03 7.095132e-04 1.135636e-04 [20,] 1.100519e-01 3.133023e-02 7.608016e-03 1.573734e-03 2.770261e-04 [21,] 1.637500e-01 5.103650e-02 1.359580e-02 3.089133e-03 5.978107e-04 [22,] 2.178287e-01 7.405138e-02 2.159656e-02 5.384238e-03 1.144918e-03 [23,] 2.631756e-01 9.690462e-02 3.082757e-02 8.419519e-03 1.966498e-03 [24,] 3.007310e-01 1.184500e-01 4.084996e-02 1.219799e-02 3.131445e-03 [25,] 3.565120e-01 1.477035e-01 5.478747e-02 1.787207e-02 5.063267e-03 [26,] 5.021315e-01 2.175328e-01 8.657790e-02 3.093981e-02 9.740019e-03 [27,] 8.817850e-01 4.061991e-01 1.747703e-01 6.859136e-02 2.398632e-02 [28,] 1.737346e+00 8.646456e-01 4.041479e-01 1.735870e-01 6.685672e-02 [29,] 3.400760e+00 1.833620e+00 9.291935e-01 4.342795e-01 1.828140e-01 [30,] 6.204742e+00 3.614974e+00 1.978337e+00 1.001358e+00 4.585004e-01 [31,] 1.028685e+01 6.457789e+00 3.804270e+00 2.078072e+00 1.031511e+00 [32,] 1.535081e+01 1.036256e+01 6.556465e+00 3.854914e+00 2.068874e+00 [33,] 2.055627e+01 1.489577e+01 1.010610e+01 6.382480e+00 3.694922e+00 [34,] 2.471665e+01 1.917797e+01 1.393029e+01 9.433065e+00 5.878091e+00 [35,] 2.681151e+01 2.216175e+01 1.719028e+01 1.245646e+01 8.337126e+00 [36,] 2.654862e+01 2.312370e+01 1.904849e+01 1.472260e+01 1.055655e+01 [37,] 2.458206e+01 2.208464e+01 1.908891e+01 1.563267e+01 1.195910e+01 [38,] 2.217620e+01 1.984631e+01 1.757519e+01 1.503570e+01 1.217315e+01 [39,] 2.049550e+01 1.756706e+01 1.534161e+01 1.333786e+01 1.123773e+01 [40,] 1.997863e+01 1.612693e+01 1.335126e+01 1.130542e+01 9.600287e+00 [41,] 2.019249e+01 1.568905e+01 1.219152e+01 9.667638e+00 7.892218e+00 [42,] 2.021888e+01 1.572186e+01 1.182161e+01 8.762915e+00 6.615495e+00 [43,] 1.927445e+01 1.542603e+01 1.170819e+01 8.436825e+00 5.927840e+00 [44,] 1.715080e+01 1.425286e+01 1.122465e+01 8.227334e+00 5.639521e+00 [45,] 1.423712e+01 1.218303e+01 1.003523e+01 7.690332e+00 5.395546e+00 [46,] 1.119561e+01 9.641444e+00 8.234457e+00 6.650532e+00 4.909995e+00 [47,] 8.566217e+00 7.180780e+00 6.208911e+00 5.243643e+00 4.108666e+00 [48,] 6.554279e+00 5.182243e+00 4.371763e+00 3.772851e+00 3.118060e+00 [49,] 5.069280e+00 3.742850e+00 2.962319e+00 2.513860e+00 2.146394e+00 [50,] 3.905940e+00 2.749922e+00 2.004139e+00 1.597214e+00 1.357154e+00 [,47] [,48] [,49] [,50] [1,] 1.678392e-22 3.388173e-24 5.806133e-26 8.441270e-28 [2,] 4.239563e-21 9.441890e-23 1.784414e-24 2.860470e-26 [3,] 9.457865e-20 2.323062e-21 4.840855e-23 8.555091e-25 [4,] 1.863050e-18 5.045644e-20 1.159130e-21 2.258121e-23 [5,] 3.240106e-17 9.673709e-19 2.449661e-20 5.260117e-22 [6,] 4.974579e-16 1.637062e-17 4.569087e-19 1.081335e-20 [7,] 6.742013e-15 2.445221e-16 7.521331e-18 1.961728e-19 [8,] 8.065713e-14 3.223619e-15 1.092693e-16 3.140724e-18 [9,] 8.517474e-13 3.750960e-14 1.401016e-15 4.437499e-17 [10,] 7.939487e-12 3.852262e-13 1.585377e-14 5.533095e-16 [11,] 6.532696e-11 3.491969e-12 1.583340e-13 6.088722e-15 [12,] 4.744822e-10 2.793931e-11 1.395650e-12 5.913175e-14 [13,] 3.042207e-09 1.973171e-10 1.085805e-11 5.068306e-13 [14,] 1.721930e-08 1.230078e-09 7.456132e-11 3.834108e-12 [15,] 8.604396e-08 6.769207e-09 4.519370e-10 2.559995e-11 [16,] 3.796017e-07 3.288527e-08 2.418039e-09 1.508702e-10 [17,] 1.478663e-06 1.410424e-07 1.142070e-08 7.848336e-10 [18,] 5.086107e-06 5.340968e-07 4.762114e-08 3.604061e-09 [19,] 1.545073e-05 1.785985e-06 1.753262e-07 1.461196e-08 [20,] 4.146879e-05 5.275706e-06 5.701550e-07 5.232276e-08 [21,] 9.843646e-05 1.378140e-05 1.639559e-06 1.656765e-07 [22,] 2.073447e-04 3.194743e-05 4.184857e-06 4.657843e-07 [23,] 3.918300e-04 6.649874e-05 9.602361e-06 1.178873e-06 [24,] 6.881078e-04 1.290748e-04 2.063241e-05 2.807324e-06 [25,] 1.235775e-03 2.585337e-04 4.621813e-05 7.046577e-06 [26,] 2.664877e-03 6.281867e-04 1.268960e-04 2.189320e-05 [27,] 7.340458e-03 1.942291e-03 4.410409e-04 8.555502e-05 [28,] 2.263078e-02 6.639617e-03 1.673642e-03 3.605370e-04 [29,] 6.788903e-02 2.190906e-02 6.084900e-03 1.445724e-03 [30,] 1.859677e-01 6.575999e-02 2.005690e-02 5.240988e-03 [31,] 4.556649e-01 1.761495e-01 5.889563e-02 1.690230e-02 [32,] 9.930453e-01 4.189038e-01 1.533243e-01 4.827711e-02 [33,] 1.922888e+00 8.835341e-01 3.535195e-01 1.220028e-01 [34,] 3.309471e+00 1.653223e+00 7.220450e-01 2.728091e-01 [35,] 5.067025e+00 2.746350e+00 1.307113e+00 5.399981e-01 [36,] 6.909183e+00 4.054255e+00 2.098912e+00 9.467344e-01 [37,] 8.403082e+00 5.324851e+00 2.992349e+00 1.471232e+00 [38,] 9.137832e+00 6.232102e+00 3.791992e+00 2.028285e+00 [39,] 8.926605e+00 6.516391e+00 4.278093e+00 2.483409e+00 [40,] 7.913923e+00 6.117817e+00 4.308218e+00 2.704657e+00 [41,] 6.509104e+00 5.213232e+00 3.892680e+00 2.626955e+00 [42,] 5.181660e+00 4.127895e+00 3.191427e+00 2.287321e+00 [43,] 4.243431e+00 3.177032e+00 2.432981e+00 1.805934e+00 [44,] 3.740737e+00 2.533089e+00 1.807908e+00 1.325802e+00 [45,] 3.499946e+00 2.186611e+00 1.398995e+00 9.501252e-01 [46,] 3.275380e+00 2.003778e+00 1.177751e+00 7.116629e-01 [47,] 2.898935e+00 1.829911e+00 1.053540e+00 5.823248e-01 [48,] 2.348714e+00 1.574179e+00 9.371912e-01 5.071429e-01 [49,] 1.718760e+00 1.235629e+00 7.832645e-01 4.388440e-01 [50,] 1.135210e+00 8.733499e-01 5.959620e-01 3.562146e-01 > 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 3.161 0.747 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7q45q1226487643.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] 4.329582 4.405926 4.482269 4.558613 4.634956 4.711300 4.787644 4.863987 [9] 4.940331 5.016674 5.093018 5.169362 5.245705 5.322049 5.398392 5.474736 [17] 5.551079 5.627423 5.703767 5.780110 5.856454 5.932797 6.009141 6.085485 [25] 6.161828 6.238172 6.314515 6.390859 6.467203 6.543546 6.619890 6.696233 [33] 6.772577 6.848921 6.925264 7.001608 7.077951 7.154295 7.230638 7.306982 [41] 7.383326 7.459669 7.536013 7.612356 7.688700 7.765044 7.841387 7.917731 [49] 7.994074 8.070418 $yords [1] 5.038219 5.130536 5.222854 5.315171 5.407489 5.499807 5.592124 5.684442 [9] 5.776759 5.869077 5.961395 6.053712 6.146030 6.238347 6.330665 6.422983 [17] 6.515300 6.607618 6.699936 6.792253 6.884571 6.976888 7.069206 7.161524 [25] 7.253841 7.346159 7.438476 7.530794 7.623112 7.715429 7.807747 7.900064 [33] 7.992382 8.084700 8.177017 8.269335 8.361653 8.453970 8.546288 8.638605 [41] 8.730923 8.823241 8.915558 9.007876 9.100193 9.192511 9.284829 9.377146 [49] 9.469464 9.561781 $zden [,1] [,2] [,3] [,4] [,5] [1,] 4.742970e+00 5.268604e+00 4.211421e+00 2.475404e+00 1.107821e+00 [2,] 5.285605e+00 7.510281e+00 7.636995e+00 5.686291e+00 3.180013e+00 [3,] 4.718852e+00 8.554245e+00 1.102473e+01 1.035164e+01 7.264028e+00 [4,] 3.417486e+00 7.868046e+00 1.280761e+01 1.508255e+01 1.321941e+01 [5,] 2.051876e+00 5.930842e+00 1.212946e+01 1.782472e+01 1.936437e+01 [6,] 1.061353e+00 3.756988e+00 9.531295e+00 1.736565e+01 2.320648e+01 [7,] 4.969646e-01 2.084105e+00 6.394154e+00 1.424723e+01 2.322471e+01 [8,] 2.159144e-01 1.058751e+00 3.819266e+00 1.015860e+01 1.991714e+01 [9,] 8.432000e-02 4.972808e-01 2.106086e+00 6.552519e+00 1.513756e+01 [10,] 2.776376e-02 2.066831e-01 1.065243e+00 3.916888e+00 1.055630e+01 [11,] 7.299767e-03 7.135032e-02 4.690247e-01 2.123246e+00 6.818390e+00 [12,] 1.483972e-03 1.949567e-02 1.692687e-01 9.860113e-01 3.940098e+00 [13,] 2.295002e-04 4.102338e-03 4.800757e-02 3.711145e-01 1.922086e+00 [14,] 2.679407e-05 6.557276e-04 1.045400e-02 1.091582e-01 7.529909e-01 [15,] 2.352973e-06 7.909570e-05 1.727504e-03 2.459769e-02 2.295605e-01 [16,] 1.551529e-07 7.176901e-06 2.153928e-04 4.203738e-03 5.353668e-02 [17,] 7.675255e-09 4.890902e-07 2.020588e-05 5.420889e-04 9.466558e-03 [18,] 2.847258e-10 2.501251e-08 1.424038e-06 5.260897e-05 1.263313e-03 [19,] 7.918977e-12 9.595310e-10 7.533965e-08 3.837030e-06 1.269213e-04 [20,] 1.651124e-13 2.760590e-11 2.990903e-09 2.101566e-07 9.586709e-06 [21,] 2.580777e-15 5.955890e-13 8.907696e-11 8.640156e-09 5.439804e-07 [22,] 3.024104e-17 9.635855e-15 1.990116e-12 2.665896e-10 2.317925e-08 [23,] 2.656789e-19 1.169132e-16 3.335467e-14 6.172986e-12 7.415774e-10 [24,] 1.750248e-21 1.063991e-18 4.194429e-16 1.072869e-13 1.781598e-11 [25,] 8.648646e-24 7.265400e-21 3.959117e-18 1.400222e-15 3.215795e-13 [26,] 3.207299e-26 3.724969e-23 2.807362e-20 1.373718e-17 4.366626e-15 [27,] 8.936172e-29 1.435935e-25 1.498101e-22 1.015343e-19 4.472846e-17 [28,] 1.874905e-31 4.174125e-28 6.038570e-25 5.680150e-22 3.476214e-19 [29,] 2.976404e-34 9.205372e-31 1.852563e-27 2.427843e-24 2.073468e-21 [30,] 3.610012e-37 1.558902e-33 4.390361e-30 8.071399e-27 9.694053e-24 [31,] 3.408191e-40 2.073055e-36 8.250710e-33 2.150370e-29 3.671839e-26 [32,] 2.584541e-43 2.242185e-39 1.276909e-35 4.773485e-32 1.170730e-28 [33,] 1.640123e-46 2.053019e-42 1.688018e-38 9.103037e-35 3.213831e-31 [34,] 8.986741e-50 1.626553e-45 1.926898e-41 1.490576e-37 7.512415e-34 [35,] 4.241726e-53 1.099206e-48 1.853972e-44 2.031066e-40 1.442763e-36 [36,] 1.666680e-56 6.095934e-52 1.444330e-47 2.213965e-43 2.193391e-39 [37,] 5.232747e-60 2.670602e-55 8.803678e-51 1.873275e-46 2.571589e-42 [38,] 1.273504e-63 9.007193e-59 4.108591e-54 1.208294e-49 2.290490e-45 [39,] 2.360309e-67 2.305227e-62 1.450956e-57 5.884796e-53 1.537810e-48 [40,] 3.301016e-71 4.444198e-66 3.854683e-61 2.153828e-56 7.752575e-52 [41,] 3.468032e-75 6.430953e-70 7.681618e-65 5.910301e-60 2.929166e-55 [42,] 2.731133e-79 6.972986e-74 1.146708e-68 1.214640e-63 8.287167e-59 [43,] 1.610613e-83 5.660787e-78 1.281478e-72 1.868529e-67 1.754886e-62 [44,] 7.109200e-88 3.439405e-82 1.071749e-76 2.151082e-71 2.780879e-66 [45,] 2.348207e-92 1.563733e-86 6.707147e-81 1.852975e-75 3.297354e-70 [46,] 5.803545e-97 5.319594e-91 3.140625e-85 1.194301e-79 2.925361e-74 [47,] 1.073178e-101 1.353989e-95 1.100310e-89 5.759425e-84 1.941849e-78 [48,] 1.484770e-106 2.578470e-100 2.884203e-94 2.078061e-88 9.644217e-83 [49,] 1.536950e-111 3.673872e-105 5.656575e-99 5.609913e-93 3.583761e-87 [50,] 1.190331e-116 3.916477e-110 8.300289e-104 1.133100e-97 9.963861e-92 [,6] [,7] [,8] [,9] [,10] [1,] 4.166115e-01 1.627727e-01 7.615823e-02 4.513752e-02 4.385056e-02 [2,] 1.406255e+00 5.659482e-01 2.546180e-01 1.343147e-01 9.432696e-02 [3,] 3.930423e+00 1.768237e+00 7.876615e-01 4.029960e-01 2.371840e-01 [4,] 8.865565e+00 4.733339e+00 2.233889e+00 1.119162e+00 6.358408e-01 [5,] 1.605057e+01 1.044659e+01 5.620468e+00 2.856681e+00 1.603350e+00 [6,] 2.353624e+01 1.871330e+01 1.199929e+01 6.638989e+00 3.693934e+00 [7,] 2.849411e+01 2.735027e+01 2.114137e+01 1.352996e+01 7.836292e+00 [8,] 2.922998e+01 3.331376e+01 3.067835e+01 2.329125e+01 1.503318e+01 [9,] 2.621126e+01 3.492645e+01 3.745900e+01 3.345792e+01 2.509073e+01 [10,] 2.126509e+01 3.271672e+01 4.000347e+01 4.086143e+01 3.560381e+01 [11,] 1.601471e+01 2.831250e+01 3.904560e+01 4.432567e+01 4.348840e+01 [12,] 1.112193e+01 2.294104e+01 3.591972e+01 4.491324e+01 4.787348e+01 [13,] 6.813033e+00 1.702138e+01 3.111778e+01 4.365936e+01 5.016082e+01 [14,] 3.478700e+00 1.099100e+01 2.448253e+01 4.009250e+01 5.111668e+01 [15,] 1.416211e+00 5.854692e+00 1.657044e+01 3.317073e+01 4.924808e+01 [16,] 4.473273e-01 2.473558e+00 9.180535e+00 2.339901e+01 4.246339e+01 [17,] 1.079912e-01 8.092629e-01 4.020262e+00 1.344277e+01 3.103539e+01 [18,] 1.976701e-02 2.022868e-01 1.361996e+00 6.093711e+00 1.842938e+01 [19,] 2.731560e-03 3.834789e-02 3.525795e-01 2.136956e+00 8.634731e+00 [20,] 2.842895e-04 5.490591e-03 6.925289e-02 5.729541e-01 3.132554e+00 [21,] 2.225379e-05 5.923529e-04 1.027925e-02 1.166419e-01 8.698250e-01 [22,] 1.309226e-06 4.808922e-05 1.150323e-03 1.795780e-02 1.835852e-01 [23,] 5.786925e-08 2.935842e-06 9.693456e-05 2.086176e-03 2.933561e-02 [24,] 1.921884e-09 1.347709e-07 6.148623e-06 1.827106e-04 3.542432e-03 [25,] 4.798547e-11 4.654922e-09 2.937552e-07 1.206983e-05 3.232991e-04 [26,] 9.021254e-13 1.211951e-10 1.059361e-08 6.028866e-07 2.235974e-05 [27,] 1.281388e-14 2.388477e-12 2.898182e-10 2.290539e-08 1.179960e-06 [28,] 1.384915e-16 3.593683e-14 6.076748e-12 6.699255e-10 4.817653e-08 [29,] 1.154745e-18 4.195911e-16 9.951994e-14 1.541282e-11 1.559021e-09 [30,] 7.610858e-21 3.907495e-18 1.312081e-15 2.881203e-13 4.136194e-11 [31,] 4.108157e-23 3.010755e-20 1.444402e-17 4.531859e-15 9.288485e-13 [32,] 1.881839e-25 1.979752e-22 1.360974e-19 6.103335e-17 1.782559e-14 [33,] 7.413404e-28 1.115034e-24 1.091463e-21 6.941205e-19 2.863640e-16 [34,] 2.461821e-30 5.236159e-27 7.217867e-24 6.440456e-21 3.716297e-18 [35,] 6.636060e-33 1.974127e-29 3.794984e-26 4.711029e-23 3.774518e-20 [36,] 1.403360e-35 5.795134e-32 1.543858e-28 2.652482e-25 2.938239e-22 [37,] 2.276690e-38 1.299502e-34 4.781174e-31 1.133730e-27 1.732421e-24 [38,] 2.798277e-41 2.202912e-37 1.117415e-33 3.651873e-30 7.689212e-27 [39,] 2.589068e-44 2.808175e-40 1.962168e-36 8.832254e-33 2.561094e-29 [40,] 1.797585e-47 2.684889e-43 2.583214e-39 1.601002e-35 6.391788e-32 [41,] 9.351068e-51 1.922885e-46 2.546999e-42 2.173161e-38 1.194393e-34 [42,] 3.641987e-54 1.030954e-49 1.879834e-45 2.207928e-41 1.670482e-37 [43,] 1.061622e-57 4.136745e-53 1.038311e-48 1.678738e-44 1.748361e-40 [44,] 2.315693e-61 1.242080e-56 4.291419e-52 9.550830e-48 1.369231e-43 [45,] 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3.755327e+01 3.317385e+01 3.065740e+01 2.698322e+01 2.106365e+01 [44,] 3.658618e+01 3.061306e+01 2.692113e+01 2.445735e+01 2.154414e+01 [45,] 3.376118e+01 2.873503e+01 2.427846e+01 2.091491e+01 1.881628e+01 [46,] 2.848681e+01 2.538345e+01 2.216654e+01 1.846610e+01 1.551431e+01 [47,] 2.226840e+01 2.029573e+01 1.885361e+01 1.653172e+01 1.333704e+01 [48,] 1.635032e+01 1.494338e+01 1.427558e+01 1.367619e+01 1.174680e+01 [49,] 1.101731e+01 1.042539e+01 9.795208e+00 9.886729e+00 9.545333e+00 [50,] 6.470367e+00 6.819257e+00 6.368931e+00 6.319263e+00 6.674008e+00 [,46] [,47] [,48] [,49] [,50] [1,] 1.967516e-97 2.144268e-103 1.504129e-109 6.790949e-116 1.973494e-122 [2,] 1.289412e-92 1.933447e-98 1.866027e-104 1.159161e-110 4.634777e-117 [3,] 6.320581e-88 1.303999e-93 1.731580e-99 1.479954e-105 8.141660e-112 [4,] 2.317570e-83 6.578590e-89 1.201927e-94 1.413396e-100 1.069815e-106 [5,] 6.356258e-79 2.482452e-84 6.240307e-90 1.009652e-95 1.051468e-101 [6,] 1.304008e-74 7.007116e-80 2.423507e-85 5.394981e-91 7.730263e-97 [7,] 2.001060e-70 1.479445e-75 7.040180e-81 2.156302e-86 4.251027e-92 [8,] 2.296855e-66 2.336425e-71 1.529735e-76 6.446467e-82 1.748581e-87 [9,] 1.972043e-62 2.760033e-67 2.486328e-72 1.441598e-77 5.380069e-83 [10,] 1.266477e-58 2.438789e-63 3.022720e-68 2.411368e-73 1.238189e-78 [11,] 6.083866e-55 1.611892e-59 2.748775e-64 3.017064e-69 2.131512e-74 [12,] 2.186071e-51 7.968919e-56 1.869743e-60 2.823626e-65 2.744669e-70 [13,] 5.875583e-48 2.946896e-52 9.513199e-57 1.976657e-61 2.643588e-66 [14,] 1.181246e-44 8.151403e-49 3.620537e-53 1.035040e-57 1.904580e-62 [15,] 1.776367e-41 1.686562e-45 1.030674e-49 4.054011e-54 1.026375e-58 [16,] 1.998152e-38 2.610208e-42 2.194685e-46 1.187722e-50 4.137280e-55 [17,] 1.681238e-35 3.021700e-39 3.495632e-43 2.602834e-47 1.247457e-51 [18,] 1.058125e-32 2.616575e-36 4.164700e-40 4.266605e-44 2.813455e-48 [19,] 4.981401e-30 1.694802e-33 3.711454e-37 5.231421e-41 4.746299e-45 [20,] 1.754193e-27 8.211318e-31 2.474063e-34 4.798018e-38 5.989277e-42 [21,] 4.620791e-25 2.975876e-28 1.233623e-31 3.291601e-35 5.653216e-39 [22,] 9.104887e-23 8.067324e-26 4.601107e-29 1.689111e-32 3.991359e-36 [23,] 1.342024e-20 1.635920e-23 1.283672e-26 6.483617e-30 2.107909e-33 [24,] 1.479733e-18 2.481522e-21 2.678928e-24 1.861600e-27 8.327017e-31 [25,] 1.220564e-16 2.815846e-19 4.182063e-22 3.998252e-25 2.460579e-28 [26,] 7.532107e-15 2.390288e-17 4.883745e-20 6.423562e-23 5.438758e-26 [27,] 3.477708e-13 1.517998e-15 4.266469e-18 7.720012e-21 8.992649e-24 [28,] 1.201631e-11 7.213235e-14 2.788564e-16 6.941107e-19 1.112310e-21 [29,] 3.108381e-10 2.565472e-12 1.363949e-14 4.669761e-17 1.029397e-19 [30,] 6.026313e-09 6.835286e-11 4.995994e-13 2.352117e-15 7.131120e-18 [31,] 8.783108e-08 1.367658e-09 1.373207e-11 8.884828e-14 3.702970e-16 [32,] 9.709370e-07 2.070281e-08 2.849662e-10 2.529695e-12 1.447410e-14 [33,] 8.351386e-06 2.422282e-07 4.545898e-09 5.511704e-11 4.313119e-13 [34,] 5.964186e-05 2.317777e-06 5.853320e-08 9.583453e-10 1.015643e-11 [35,] 3.978265e-04 2.026140e-05 6.740462e-07 1.460295e-08 2.056251e-10 [36,] 2.710718e-03 1.795474e-04 7.783694e-06 2.200463e-07 4.048970e-09 [37,] 1.787145e-02 1.563277e-03 8.955202e-05 3.341094e-06 8.096728e-08 [38,] 1.010365e-01 1.184753e-02 9.127211e-04 4.581399e-05 1.491935e-06 [39,] 4.538548e-01 7.165547e-02 7.481501e-03 5.104531e-04 2.261681e-05 [40,] 1.573441e+00 3.335191e-01 4.721599e-02 4.390550e-03 2.658191e-04 [41,] 4.182464e+00 1.181788e+00 2.260909e-01 2.862299e-02 2.368837e-03 [42,] 8.546383e+00 3.185588e+00 8.187897e-01 1.406960e-01 1.589408e-02 [43,] 1.352067e+01 6.555774e+00 2.245308e+00 5.212573e-01 8.017305e-02 [44,] 1.675922e+01 1.036621e+01 4.678068e+00 1.457926e+00 3.041945e-01 [45,] 1.665349e+01 1.272561e+01 7.444656e+00 3.087357e+00 8.695261e-01 [46,] 1.397386e+01 1.237629e+01 9.126192e+00 4.971112e+00 1.876945e+00 [47,] 1.099238e+01 1.000066e+01 8.763122e+00 6.127067e+00 3.069922e+00 [48,] 9.099210e+00 7.450797e+00 6.864904e+00 5.857611e+00 3.824669e+00 [49,] 7.866081e+00 5.856333e+00 4.835900e+00 4.489030e+00 3.666673e+00 [50,] 6.320371e+00 4.930641e+00 3.560728e+00 3.002871e+00 2.774896e+00 > 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 0.8153 1.0248 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1z7sb1226487643.ps tmp/1z7sb1226487643.png") > system("convert tmp/20n281226487643.ps tmp/20n281226487643.png") > system("convert tmp/3pjys1226487643.ps tmp/3pjys1226487643.png") > system("convert tmp/48zo21226487643.ps tmp/48zo21226487643.png") > system("convert tmp/5h5b81226487643.ps tmp/5h5b81226487643.png") > system("convert tmp/66zn21226487643.ps tmp/66zn21226487643.png") > system("convert tmp/7q45q1226487643.ps tmp/7q45q1226487643.png") > > > proc.time() user system elapsed 4.315 2.385 4.606