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Type 'q()' to quit R. > z <- c(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(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(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 = 'Variable Z' > par6 = 'Variable Y' > par5 = 'Variable X' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/freestat/rcomp/tmp/1b3te1226741918.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2prvt1226741918.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/3bmy91226741918.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4i8ae1226741918.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/freestat/rcomp/tmp/5akel1226741918.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -0.1403 0.9098 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/6g7ej1226741918.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] 3.896137 3.965682 4.035228 4.104773 4.174319 4.243864 4.313410 4.382955 [9] 4.452500 4.522046 4.591591 4.661137 4.730682 4.800228 4.869773 4.939318 [17] 5.008864 5.078409 5.147955 5.217500 5.287046 5.356591 5.426136 5.495682 [25] 5.565227 5.634773 5.704318 5.773864 5.843409 5.912954 5.982500 6.052045 [33] 6.121591 6.191136 6.260682 6.330227 6.399772 6.469318 6.538863 6.608409 [41] 6.677954 6.747500 6.817045 6.886590 6.956136 7.025681 7.095227 7.164772 [49] 7.234318 7.303863 $yords [1] 5.032871 5.125407 5.217943 5.310479 5.403015 5.495551 5.588086 5.680622 [9] 5.773158 5.865694 5.958230 6.050766 6.143302 6.235838 6.328373 6.420909 [17] 6.513445 6.605981 6.698517 6.791053 6.883589 6.976124 7.068660 7.161196 [25] 7.253732 7.346268 7.438804 7.531340 7.623876 7.716411 7.808947 7.901483 [33] 7.994019 8.086555 8.179091 8.271627 8.364162 8.456698 8.549234 8.641770 [41] 8.734306 8.826842 8.919378 9.011914 9.104449 9.196985 9.289521 9.382057 [49] 9.474593 9.567129 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.910814e+00 3.828518e+00 4.412623e+00 4.495574e+00 4.087160e+00 [2,] 3.376482e+00 4.810939e+00 6.001764e+00 6.616481e+00 6.508968e+00 [3,] 3.558920e+00 5.468820e+00 7.352833e+00 8.733481e+00 9.260452e+00 [4,] 3.448518e+00 5.687484e+00 8.199069e+00 1.043565e+01 1.186114e+01 [5,] 3.105833e+00 5.478803e+00 8.428934e+00 1.142962e+01 1.383236e+01 [6,] 2.619028e+00 4.940468e+00 8.093135e+00 1.164092e+01 1.490416e+01 [7,] 2.073424e+00 4.195809e+00 7.329716e+00 1.117406e+01 1.507743e+01 [8,] 1.542424e+00 3.363305e+00 6.293042e+00 1.020101e+01 1.451730e+01 [9,] 1.082738e+00 2.550913e+00 5.134147e+00 8.894869e+00 1.341415e+01 [10,] 7.248883e-01 1.844362e+00 3.999166e+00 7.432409e+00 1.194242e+01 [11,] 4.691508e-01 1.286844e+00 3.003346e+00 5.992228e+00 1.029019e+01 [12,] 2.953575e-01 8.744209e-01 2.197069e+00 4.706319e+00 8.646263e+00 [13,] 1.792128e-01 5.764470e-01 1.566995e+00 3.616282e+00 7.125893e+00 [14,] 1.025285e-01 3.619197e-01 1.074430e+00 2.693674e+00 5.733640e+00 [15,] 5.396183e-02 2.111103e-01 6.916112e-01 1.903861e+00 4.423865e+00 [16,] 2.561746e-02 1.119225e-01 4.081573e-01 1.245743e+00 3.193698e+00 [17,] 1.082896e-02 5.311057e-02 2.169355e-01 7.394758e-01 2.109512e+00 [18,] 4.045974e-03 2.235143e-02 1.026785e-01 3.928493e-01 1.254549e+00 [19,] 1.331048e-03 8.301298e-03 4.300625e-02 1.853003e-01 6.651359e-01 [20,] 3.849113e-04 2.714396e-03 1.588891e-02 7.727371e-02 3.126475e-01 [21,] 9.778723e-05 7.806796e-04 5.170550e-03 2.843095e-02 1.299213e-01 [22,] 2.182555e-05 1.974442e-04 1.481236e-03 9.220440e-03 4.766196e-02 [23,] 4.280863e-06 4.391695e-05 3.735142e-04 2.634801e-03 1.542495e-02 [24,] 7.381734e-07 8.593044e-06 8.291222e-05 6.633186e-04 4.402197e-03 [25,] 1.119785e-07 1.479774e-06 1.620611e-05 1.471304e-04 1.107731e-03 [26,] 1.497035e-08 2.245838e-07 2.792110e-06 2.877300e-05 2.458514e-04 [27,] 1.775318e-09 3.019797e-08 4.257916e-07 4.977257e-06 4.824558e-05 [28,] 1.914385e-10 3.671143e-09 5.843044e-08 7.718066e-07 8.461170e-06 [29,] 2.039793e-11 4.326785e-10 7.647235e-09 1.125640e-07 1.379428e-06 [30,] 2.582242e-12 5.851093e-11 1.109976e-09 1.763056e-08 2.344614e-07 [31,] 4.414445e-13 1.059837e-11 2.124329e-10 3.560062e-09 4.995585e-08 [32,] 8.863466e-14 2.323135e-12 5.055053e-11 9.142137e-10 1.376037e-08 [33,] 1.734557e-14 5.074461e-13 1.229062e-11 2.465949e-10 4.101357e-09 [34,] 3.043372e-15 1.001868e-13 2.727872e-12 6.145110e-11 1.145764e-09 [35,] 4.666960e-16 1.732997e-14 5.320626e-13 1.350893e-11 2.837172e-10 [36,] 6.211605e-17 2.603678e-15 9.021897e-14 2.584693e-12 6.123649e-11 [37,] 7.162268e-18 3.389657e-16 1.325993e-14 4.288144e-13 1.146612e-11 [38,] 7.150703e-19 3.821359e-17 1.687840e-15 6.162310e-14 1.860035e-12 [39,] 6.180581e-20 3.729809e-18 1.860193e-16 7.668165e-15 2.613036e-13 [40,] 4.624524e-21 3.151593e-19 1.774930e-17 8.261568e-16 3.178523e-14 [41,] 2.995362e-22 2.305328e-20 1.466160e-18 7.706055e-17 3.347576e-15 [42,] 1.679449e-23 1.459767e-21 1.048443e-19 6.222769e-18 3.052391e-16 [43,] 8.151041e-25 8.001538e-23 6.490242e-21 4.350150e-19 2.409566e-17 [44,] 3.424378e-26 3.796607e-24 3.477930e-22 2.632589e-20 1.646695e-18 [45,] 1.245282e-27 1.559350e-25 1.613307e-23 1.379147e-21 9.742075e-20 [46,] 3.919826e-29 5.543855e-27 6.478024e-25 6.254299e-23 4.989350e-21 [47,] 1.068007e-30 1.706063e-28 2.251599e-26 2.455158e-24 2.211980e-22 [48,] 2.518761e-32 4.544535e-30 6.774194e-28 8.342702e-26 8.488977e-24 [49,] 5.141641e-34 1.047830e-31 1.764158e-29 2.453889e-27 2.820068e-25 [50,] 9.084815e-36 2.091203e-33 3.976734e-31 6.247684e-29 8.109386e-27 [,6] [,7] [,8] [,9] [,10] [1,] 3.360387e+00 2.558891e+00 1.882544e+00 1.414446e+00 1.123723e+00 [2,] 5.778608e+00 4.708123e+00 3.625633e+00 2.763679e+00 2.186135e+00 [3,] 8.861786e+00 7.752918e+00 6.325413e+00 4.976514e+00 3.951164e+00 [4,] 1.218018e+01 1.143258e+01 9.945103e+00 8.195230e+00 6.627371e+00 [5,] 1.513999e+01 1.517362e+01 1.408178e+01 1.226648e+01 1.026230e+01 [6,] 1.724834e+01 1.831159e+01 1.804478e+01 1.665784e+01 1.458510e+01 [7,] 1.831882e+01 2.040728e+01 2.116187e+01 2.061596e+01 1.897964e+01 [8,] 1.845938e+01 2.141174e+01 2.311295e+01 2.353215e+01 2.270740e+01 [9,] 1.789218e+01 2.155615e+01 2.401955e+01 2.525295e+01 2.529053e+01 [10,] 1.680767e+01 2.110949e+01 2.423410e+01 2.607508e+01 2.676275e+01 [11,] 1.536445e+01 2.024986e+01 2.406235e+01 2.645510e+01 2.757278e+01 [12,] 1.373759e+01 1.910624e+01 2.366833e+01 2.672913e+01 2.825225e+01 [13,] 1.208049e+01 1.780289e+01 2.313811e+01 2.705073e+01 2.915923e+01 [14,] 1.043436e+01 1.638683e+01 2.249061e+01 2.744111e+01 3.043111e+01 [15,] 8.729696e+00 1.474984e+01 2.157746e+01 2.774453e+01 3.198486e+01 [16,] 6.911591e+00 1.271318e+01 2.006493e+01 2.752923e+01 3.341729e+01 [17,] 5.055959e+00 1.023713e+01 1.764739e+01 2.618543e+01 3.395477e+01 [18,] 3.354210e+00 7.540886e+00 1.434477e+01 2.329644e+01 3.271341e+01 [19,] 1.993743e+00 5.007718e+00 1.059205e+01 1.900330e+01 2.922331e+01 [20,] 1.054322e+00 2.971370e+00 7.026167e+00 1.402100e+01 2.381452e+01 [21,] 4.941245e-01 1.567401e+00 4.159749e+00 9.279227e+00 1.751908e+01 [22,] 2.048235e-01 7.329905e-01 2.189770e+00 5.481299e+00 1.156015e+01 [23,] 7.501052e-02 3.033976e-01 1.022682e+00 2.881264e+00 6.815092e+00 [24,] 2.425306e-02 1.110364e-01 4.230991e-01 1.344991e+00 3.579754e+00 [25,] 6.920254e-03 3.590314e-02 1.548880e-01 5.566921e-01 1.671855e+00 [26,] 1.742606e-03 1.025355e-02 5.013781e-02 2.040719e-01 6.931178e-01 [27,] 3.879417e-04 2.589301e-03 1.435879e-02 6.625256e-02 2.549141e-01 [28,] 7.700188e-05 5.820013e-04 3.656377e-03 1.911836e-02 8.336797e-02 [29,] 1.407124e-05 1.194951e-04 8.452208e-04 4.984759e-03 2.455513e-02 [30,] 2.610262e-06 2.432741e-05 1.898496e-04 1.241448e-03 6.811776e-03 [31,] 5.878223e-07 5.808684e-06 4.827867e-05 3.380994e-04 1.999378e-03 [32,] 1.726557e-07 1.809479e-06 1.587760e-05 1.169911e-04 7.265302e-04 [33,] 5.659716e-08 6.487644e-07 6.186733e-06 4.918064e-05 3.267987e-04 [34,] 1.769022e-08 2.263158e-07 2.401007e-06 2.114654e-05 1.548448e-04 [35,] 4.930579e-09 7.093041e-08 8.451026e-07 8.344692e-06 6.834442e-05 [36,] 1.200083e-09 1.946012e-08 2.612022e-07 2.903399e-06 2.674155e-05 [37,] 2.535567e-10 4.638276e-09 7.020957e-08 8.797469e-07 9.129329e-06 [38,] 4.642417e-11 9.583185e-10 1.636572e-08 2.312921e-07 2.706167e-06 [39,] 7.361909e-12 1.715189e-10 3.305319e-09 5.270087e-08 6.954615e-07 [40,] 1.010956e-12 2.658636e-11 5.782243e-10 1.040289e-08 1.548686e-07 [41,] 1.202075e-13 3.568636e-12 8.760389e-11 1.778657e-09 2.987622e-08 [42,] 1.237551e-14 4.147738e-13 1.149361e-11 2.633816e-10 4.992312e-09 [43,] 1.103081e-15 4.174099e-14 1.305773e-12 3.377529e-11 7.225192e-10 [44,] 8.512341e-17 3.636945e-15 1.284495e-13 3.750630e-12 9.055948e-11 [45,] 5.686869e-18 2.743572e-16 1.094034e-14 3.606417e-13 9.829357e-12 [46,] 3.289032e-19 1.791789e-17 8.067591e-16 3.002565e-14 9.238399e-13 [47,] 1.646729e-20 1.013058e-18 5.150574e-17 2.164380e-15 7.518387e-14 [48,] 7.137172e-22 4.958463e-20 2.846767e-18 1.350773e-16 5.297712e-15 [49,] 2.677759e-23 2.100947e-21 1.362135e-19 7.298330e-18 3.231985e-16 [50,] 8.696627e-25 7.706004e-23 5.642212e-21 3.413844e-19 1.707069e-17 [,11] [,12] [,13] [,14] [,15] [1,] 9.275817e-01 7.593017e-01 5.969361e-01 4.499480e-01 3.326604e-01 [2,] 1.816696e+00 1.536092e+00 1.269249e+00 1.007084e+00 7.746006e-01 [3,] 3.274625e+00 2.814803e+00 2.419935e+00 2.019288e+00 1.626961e+00 [4,] 5.479354e+00 4.721629e+00 4.162526e+00 3.629049e+00 3.069660e+00 [5,] 8.545237e+00 7.330672e+00 6.521560e+00 5.869607e+00 5.195999e+00 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4.818286e-06 [16,] 3.419473e-02 7.089984e-03 1.220452e-03 1.742789e-04 2.063126e-05 [17,] 7.886823e-02 1.840102e-02 3.566591e-03 5.737743e-04 7.655526e-05 [18,] 1.579524e-01 4.144006e-02 9.039785e-03 1.637763e-03 2.462136e-04 [19,] 2.749681e-01 8.103035e-02 1.987958e-02 4.054111e-03 6.864797e-04 [20,] 4.169200e-01 1.377256e-01 3.795712e-02 8.706923e-03 1.659800e-03 [21,] 5.529793e-01 2.039591e-01 6.300954e-02 1.623776e-02 3.482134e-03 [22,] 6.478894e-01 2.646206e-01 9.123504e-02 2.635010e-02 6.347766e-03 [23,] 6.864884e-01 3.051232e-01 1.162819e-01 3.743923e-02 1.010071e-02 [24,] 6.963830e-01 3.253808e-01 1.341722e-01 4.755373e-02 1.425787e-02 [25,] 7.619394e-01 3.558577e-01 1.524999e-01 5.784384e-02 1.890422e-02 [26,] 1.040991e+00 4.769993e-01 2.049619e-01 8.014301e-02 2.761863e-02 [27,] 1.798826e+00 8.494158e-01 3.751491e-01 1.518862e-01 5.475115e-02 [28,] 3.437219e+00 1.751348e+00 8.312957e-01 3.620179e-01 1.407830e-01 [29,] 6.436847e+00 3.583107e+00 1.855311e+00 8.838672e-01 3.778531e-01 [30,] 1.112275e+01 6.761808e+00 3.817169e+00 1.989401e+00 9.366103e-01 [31,] 1.728322e+01 1.145735e+01 7.032678e+00 3.994885e+00 2.064099e+00 [32,] 2.389094e+01 1.725627e+01 1.149957e+01 7.097049e+00 4.007793e+00 [33,] 2.928225e+01 2.301385e+01 1.664082e+01 1.113540e+01 6.848227e+00 [34,] 3.191131e+01 2.716950e+01 2.129626e+01 1.543252e+01 1.030685e+01 [35,] 3.128710e+01 2.851086e+01 2.413182e+01 1.890799e+01 1.368201e+01 [36,] 2.839004e+01 2.694081e+01 2.433634e+01 2.052556e+01 1.604781e+01 [37,] 2.516143e+01 2.365155e+01 2.216385e+01 1.986425e+01 1.668235e+01 [38,] 2.336876e+01 2.048635e+01 1.888285e+01 1.742783e+01 1.548353e+01 [39,] 2.362352e+01 1.888618e+01 1.609247e+01 1.442767e+01 1.307865e+01 [40,] 2.516909e+01 1.912594e+01 1.483741e+01 1.213644e+01 1.051859e+01 [41,] 2.648437e+01 2.030468e+01 1.509577e+01 1.121862e+01 8.732626e+00 [42,] 2.624367e+01 2.102085e+01 1.593361e+01 1.145154e+01 8.077570e+00 [43,] 2.402722e+01 2.024420e+01 1.616938e+01 1.197739e+01 8.238599e+00 [44,] 2.040515e+01 1.783642e+01 1.508717e+01 1.188537e+01 8.508462e+00 [45,] 1.644849e+01 1.446476e+01 1.275946e+01 1.073597e+01 8.244695e+00 [46,] 1.306621e+01 1.107792e+01 9.850011e+00 8.717558e+00 7.214131e+00 [47,] 1.059932e+01 8.358393e+00 7.128524e+00 6.407152e+00 5.635336e+00 [48,] 8.845567e+00 6.480266e+00 5.063971e+00 4.373738e+00 3.952994e+00 [49,] 7.380055e+00 5.218922e+00 3.711967e+00 2.908112e+00 2.548875e+00 [50,] 5.894497e+00 4.232299e+00 2.858098e+00 1.995588e+00 1.582607e+00 [,46] [,47] [,48] [,49] [,50] [1,] 3.086088e-23 4.070054e-25 4.435343e-27 3.993609e-29 2.970943e-31 [2,] 1.118199e-21 1.665444e-23 2.049723e-25 2.084428e-27 1.751387e-29 [3,] 3.507422e-20 5.899342e-22 8.199643e-24 9.417397e-26 8.936851e-28 [4,] 9.524136e-19 1.808962e-20 2.839448e-22 3.683011e-24 3.947356e-26 [5,] 2.238947e-17 4.801953e-19 8.511778e-21 1.246838e-22 1.509221e-24 [6,] 4.556765e-16 1.103519e-17 2.208834e-19 3.653927e-21 4.994944e-23 [7,] 8.029332e-15 2.195475e-16 4.962188e-18 9.269593e-20 1.431022e-21 [8,] 1.224981e-13 3.781616e-15 9.650762e-17 2.035738e-18 3.549014e-20 [9,] 1.618181e-12 5.639548e-14 1.624962e-15 3.870399e-17 7.619473e-19 [10,] 1.850950e-11 7.281939e-13 2.368823e-14 6.370511e-16 1.416145e-17 [11,] 1.833400e-10 8.141540e-12 2.989833e-13 9.078032e-15 2.278599e-16 [12,] 1.572689e-09 7.882180e-11 3.267428e-12 1.120016e-13 3.174085e-15 [13,] 1.168378e-08 6.608347e-10 3.091944e-11 1.196437e-12 3.828026e-14 [14,] 7.518211e-08 4.798173e-09 2.533662e-10 1.106647e-11 3.997180e-13 [15,] 4.190596e-07 3.017371e-08 1.797980e-09 8.863507e-11 3.613886e-12 [16,] 2.023541e-06 1.643573e-07 1.105024e-08 6.147592e-10 2.829167e-11 [17,] 8.465919e-06 7.755311e-07 5.882264e-08 3.692641e-09 1.917921e-10 [18,] 3.069168e-05 3.170356e-06 2.712339e-07 1.921037e-08 1.125950e-09 [19,] 9.643246e-05 1.122983e-05 1.083473e-06 8.656459e-08 5.724752e-09 [20,] 2.626533e-04 3.447267e-05 3.749998e-06 3.379124e-07 2.521084e-08 [21,] 6.204136e-04 9.173880e-05 1.124852e-05 1.142928e-06 9.618048e-08 [22,] 1.272276e-03 2.118211e-04 2.926192e-05 3.351391e-06 3.180205e-07 [23,] 2.273043e-03 4.255487e-04 6.617013e-05 8.536155e-06 9.128425e-07 [24,] 3.584487e-03 7.519360e-04 1.312506e-04 1.903020e-05 2.289330e-06 [25,] 5.235982e-03 1.217679e-03 2.365485e-04 3.827143e-05 5.147585e-06 [26,] 8.190804e-03 2.059726e-03 4.354922e-04 7.705133e-05 1.137653e-05 [27,] 1.712608e-02 4.567276e-03 1.027609e-03 1.939328e-04 3.060483e-05 [28,] 4.761837e-02 1.374062e-02 3.341820e-03 6.802916e-04 1.154860e-04 [29,] 1.411065e-01 4.507370e-02 1.214617e-02 2.738353e-03 5.140621e-04 [30,] 3.877986e-01 1.380431e-01 4.158739e-02 1.050021e-02 2.209075e-03 [31,] 9.454533e-01 3.748071e-01 1.263422e-01 3.579958e-02 8.467646e-03 [32,] 2.023190e+00 8.907764e-01 3.354176e-01 1.065830e-01 2.834204e-02 [33,] 3.794846e+00 1.849277e+00 7.758988e-01 2.760311e-01 8.243687e-02 [34,] 6.245506e+00 3.356140e+00 1.564352e+00 6.217329e-01 2.082351e-01 [35,] 9.034438e+00 5.333120e+00 2.752436e+00 1.218964e+00 4.570213e-01 [36,] 1.150904e+01 7.434740e+00 4.233227e+00 2.082902e+00 8.722839e-01 [37,] 1.294179e+01 9.112434e+00 5.702045e+00 3.106772e+00 1.449509e+00 [38,] 1.289456e+01 9.845644e+00 6.741468e+00 4.052280e+00 2.100071e+00 [39,] 1.148052e+01 9.418053e+00 7.015640e+00 4.632063e+00 2.657193e+00 [40,] 9.332555e+00 8.051541e+00 6.456186e+00 4.653405e+00 2.942228e+00 [41,] 7.283114e+00 6.298462e+00 5.307165e+00 4.128192e+00 2.858937e+00 [42,] 5.952321e+00 4.761598e+00 3.996208e+00 3.268041e+00 2.449529e+00 [43,] 5.484080e+00 3.816013e+00 2.921669e+00 2.369846e+00 1.870290e+00 [44,] 5.559967e+00 3.481875e+00 2.286185e+00 1.673110e+00 1.306976e+00 [45,] 5.651711e+00 3.490987e+00 2.053993e+00 1.273094e+00 8.899964e-01 [46,] 5.344104e+00 3.483560e+00 2.027396e+00 1.120406e+00 6.562021e-01 [47,] 4.535190e+00 3.213309e+00 1.981921e+00 1.084657e+00 5.631850e-01 [48,] 3.417054e+00 2.648217e+00 1.783171e+00 1.037114e+00 5.331232e-01 [49,] 2.295916e+00 1.929543e+00 1.428817e+00 9.100967e-01 4.979903e-01 [50,] 1.403418e+00 1.246519e+00 1.008992e+00 7.096693e-01 4.262107e-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 2.151 0.912 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/721u31226741918.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] 4.338407 4.414390 4.490373 4.566357 4.642340 4.718324 4.794307 4.870290 [9] 4.946274 5.022257 5.098241 5.174224 5.250207 5.326191 5.402174 5.478158 [17] 5.554141 5.630124 5.706108 5.782091 5.858075 5.934058 6.010041 6.086025 [25] 6.162008 6.237992 6.313975 6.389959 6.465942 6.541925 6.617909 6.693892 [33] 6.769876 6.845859 6.921842 6.997826 7.073809 7.149793 7.225776 7.301759 [41] 7.377743 7.453726 7.529710 7.605693 7.681676 7.757660 7.833643 7.909627 [49] 7.985610 8.061593 $yords [1] 5.032871 5.125407 5.217943 5.310479 5.403015 5.495551 5.588086 5.680622 [9] 5.773158 5.865694 5.958230 6.050766 6.143302 6.235838 6.328373 6.420909 [17] 6.513445 6.605981 6.698517 6.791053 6.883589 6.976124 7.068660 7.161196 [25] 7.253732 7.346268 7.438804 7.531340 7.623876 7.716411 7.808947 7.901483 [33] 7.994019 8.086555 8.179091 8.271627 8.364162 8.456698 8.549234 8.641770 [41] 8.734306 8.826842 8.919378 9.011914 9.104449 9.196985 9.289521 9.382057 [49] 9.474593 9.567129 $zden [,1] [,2] [,3] [,4] [,5] [1,] 5.460560e+00 5.771005e+00 4.070242e+00 1.956203e+00 6.809264e-01 [2,] 5.903964e+00 8.556732e+00 8.259205e+00 5.437075e+00 2.501445e+00 [3,] 4.834689e+00 9.532229e+00 1.243763e+01 1.108140e+01 6.895069e+00 [4,] 3.066836e+00 8.142066e+00 1.422143e+01 1.686352e+01 1.404494e+01 [5,] 1.582164e+00 5.468368e+00 1.264976e+01 1.969922e+01 2.148310e+01 [6,] 7.341888e-01 3.045402e+00 9.007934e+00 1.820355e+01 2.549718e+01 [7,] 3.322228e-01 1.553798e+00 5.435002e+00 1.375974e+01 2.439459e+01 [8,] 1.363563e-01 7.702681e-01 3.052814e+00 9.022052e+00 1.958121e+01 [9,] 4.386718e-02 3.388678e-01 1.652161e+00 5.578258e+00 1.398025e+01 [10,] 1.008030e-02 1.150949e-01 7.763945e-01 3.281742e+00 9.497373e+00 [11,] 1.591450e-03 2.777606e-02 2.780432e-01 1.641911e+00 6.044133e+00 [12,] 1.701680e-04 4.601167e-03 7.046903e-02 6.193311e-01 3.209541e+00 [13,] 1.225802e-05 5.163930e-04 1.225432e-02 1.648644e-01 1.274021e+00 [14,] 5.936314e-07 3.906770e-05 1.444565e-03 3.011344e-02 3.562734e-01 [15,] 1.931096e-08 1.988306e-06 1.148742e-04 3.731442e-03 6.839593e-02 [16,] 4.218401e-10 6.801391e-08 6.149414e-06 3.121619e-04 8.915772e-03 [17,] 6.187748e-12 1.563216e-09 2.213965e-07 1.759251e-05 7.853368e-04 [18,] 6.095620e-14 2.413990e-11 5.359003e-09 6.672614e-07 4.663749e-05 [19,] 4.034120e-16 2.505220e-13 8.721440e-11 1.702723e-08 1.865342e-06 [20,] 1.794932e-18 1.748346e-15 9.547610e-13 2.924005e-10 5.024007e-08 [21,] 5.379159e-21 8.218655e-18 7.041018e-15 3.383145e-12 9.119753e-10 [22,] 1.091194e-23 2.614092e-20 3.512106e-17 2.646831e-14 1.119163e-11 [23,] 1.518836e-26 5.695681e-23 1.198193e-19 1.414251e-16 9.367469e-14 [24,] 1.502459e-29 8.778110e-26 2.878380e-22 5.298060e-19 5.474914e-16 [25,] 1.138790e-32 1.026443e-28 5.195475e-25 1.477144e-21 2.359540e-18 [26,] 7.318514e-36 1.006662e-31 7.773906e-28 3.371949e-24 8.218619e-21 [27,] 4.125941e-39 8.657796e-35 1.018265e-30 6.715746e-27 2.485070e-23 [28,] 1.887030e-42 6.096418e-38 1.101961e-33 1.114780e-29 6.313975e-26 [29,] 6.347716e-46 3.183017e-41 8.920949e-37 1.397656e-32 1.224292e-28 [30,] 1.483712e-49 1.159528e-44 5.062549e-40 1.234931e-35 1.683203e-31 [31,] 2.352528e-53 2.870218e-48 1.956031e-43 7.446127e-39 1.583416e-34 [32,] 2.507709e-57 4.779586e-52 5.088117e-47 3.025413e-42 1.004803e-37 [33,] 1.791372e-61 5.335075e-56 8.874439e-51 8.245015e-46 4.278556e-41 [34,] 8.565842e-66 3.986662e-60 1.036319e-54 1.504615e-49 1.220140e-44 [35,] 2.740690e-70 1.993435e-64 8.098239e-59 1.837506e-53 2.328733e-48 [36,] 5.866753e-75 6.668866e-69 4.234043e-63 1.501449e-57 2.973865e-52 [37,] 8.401678e-80 1.492581e-73 1.481024e-67 8.208075e-62 2.540847e-56 [38,] 8.049338e-85 2.234881e-78 3.465803e-72 3.002005e-66 1.452379e-60 [39,] 5.159204e-90 2.238737e-83 5.426023e-77 7.345500e-71 5.554243e-65 [40,] 2.212251e-95 1.500322e-88 5.683238e-82 1.202462e-75 1.421062e-69 [41,] 6.346322e-101 6.726747e-94 3.982469e-87 1.316942e-80 2.432483e-74 [42,] 1.217998e-106 2.017743e-99 1.867034e-92 9.649572e-86 2.785708e-79 [43,] 1.563914e-112 4.049223e-105 5.855987e-98 4.730428e-91 2.134396e-84 [44,] 1.343452e-118 5.436549e-111 1.228844e-103 1.551473e-96 1.094128e-89 [45,] 7.721082e-125 4.883424e-117 1.725223e-109 3.404415e-102 3.752478e-95 [46,] 2.968854e-131 2.934828e-123 1.620516e-115 4.998070e-108 8.610562e-101 [47,] 7.637510e-138 1.180037e-129 1.018400e-121 4.909321e-114 1.321923e-106 [48,] 1.314524e-144 3.174424e-136 4.281952e-128 3.226269e-120 1.357821e-112 [49,] 1.513730e-151 5.713455e-143 1.204568e-134 1.418559e-126 9.331423e-119 [50,] 1.166240e-158 6.880095e-150 2.267173e-141 4.173105e-133 4.290615e-125 [,6] [,7] [,8] [,9] [,10] [1,] 2.212374e-01 9.192314e-02 3.792178e-02 1.146269e-02 2.565335e-03 [2,] 8.918046e-01 3.399264e-01 1.596444e-01 6.487280e-02 1.898989e-02 [3,] 3.098443e+00 1.182630e+00 5.340900e-01 2.672303e-01 1.053818e-01 [4,] 8.378902e+00 3.769847e+00 1.605155e+00 8.381135e-01 4.269653e-01 [5,] 1.696486e+01 9.852289e+00 4.564657e+00 2.224735e+00 1.285904e+00 [6,] 2.594503e+01 1.970744e+01 1.130833e+01 5.552028e+00 3.107741e+00 [7,] 3.109366e+01 2.999741e+01 2.218736e+01 1.275429e+01 6.806802e+00 [8,] 3.065859e+01 3.608311e+01 3.350685e+01 2.432447e+01 1.419711e+01 [9,] 2.611071e+01 3.645457e+01 4.026765e+01 3.638545e+01 2.600696e+01 [10,] 2.030335e+01 3.285335e+01 4.143014e+01 4.361275e+01 3.849582e+01 [11,] 1.509792e+01 2.776045e+01 3.932450e+01 4.548032e+01 4.611450e+01 [12,] 1.033713e+01 2.246469e+01 3.591990e+01 4.518483e+01 4.868063e+01 [13,] 5.808647e+00 1.644848e+01 3.138057e+01 4.424560e+01 5.030657e+01 [14,] 2.424539e+00 9.751449e+00 2.440858e+01 4.130912e+01 5.223456e+01 [15,] 7.124248e-01 4.276620e+00 1.521860e+01 3.387994e+01 5.148983e+01 [16,] 1.438372e-01 1.320674e+00 7.006023e+00 2.213547e+01 4.415080e+01 [17,] 1.974019e-02 2.805840e-01 2.273910e+00 1.068294e+01 3.009533e+01 [18,] 1.832359e-03 4.057045e-02 5.085959e-01 3.643409e+00 1.519857e+01 [19,] 1.147671e-04 3.971772e-03 7.752873e-02 8.581323e-01 5.443415e+00 [20,] 4.845794e-06 2.626266e-04 8.011301e-03 1.379821e-01 1.350122e+00 [21,] 1.379734e-07 1.172266e-05 5.599255e-04 1.506395e-02 2.291147e-01 [22,] 2.655767e-09 3.538285e-07 2.648436e-05 1.115053e-03 2.646637e-02 [23,] 3.482582e-11 7.269118e-09 8.522094e-07 5.615869e-05 2.083080e-03 [24,] 3.176870e-13 1.035300e-10 1.895374e-08 1.950223e-06 1.128792e-04 [25,] 2.118016e-15 1.068601e-12 3.030982e-10 4.834687e-08 4.339198e-06 [26,] 1.126096e-17 8.677333e-15 3.761853e-12 9.179111e-10 1.261262e-07 [27,] 5.162267e-20 6.023690e-17 3.950761e-14 1.457428e-11 3.026238e-09 [28,] 2.003037e-22 3.560878e-19 3.549322e-16 1.984842e-13 6.231783e-11 [29,] 5.997345e-25 1.643364e-21 2.519657e-18 2.162419e-15 1.039246e-12 [30,] 1.282013e-27 5.457087e-24 1.298380e-20 1.726985e-17 1.284429e-14 [31,] 1.880998e-30 1.248337e-26 4.628631e-23 9.589184e-20 1.110089e-16 [32,] 1.864041e-33 1.931606e-29 1.118104e-25 3.615437e-22 6.530875e-19 [33,] 1.240120e-36 2.007690e-32 1.815527e-28 9.170413e-25 2.587401e-21 [34,] 5.526499e-40 1.398139e-35 1.975673e-31 1.559367e-27 6.874723e-24 [35,] 1.648417e-43 6.517389e-39 1.439273e-34 1.775328e-30 1.223161e-26 [36,] 3.289956e-47 2.032918e-42 7.016391e-38 1.352615e-33 1.456480e-29 [37,] 4.393154e-51 4.242657e-46 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7.279928e-26 1.581110e-29 [16,] 4.464901e-14 8.699772e-17 9.466765e-20 5.752316e-23 1.951667e-26 [17,] 6.191653e-12 1.884083e-14 3.202274e-17 3.039487e-20 1.610953e-23 [18,] 5.744010e-10 2.729084e-12 7.244234e-15 1.074013e-17 8.891972e-21 [19,] 3.565792e-08 2.644372e-10 1.096070e-12 2.537988e-15 3.282180e-18 [20,] 1.481899e-06 1.714428e-08 1.109307e-10 4.011166e-13 8.102003e-16 [21,] 4.125766e-05 7.439925e-07 7.511342e-09 4.240308e-11 1.337552e-13 [22,] 7.703670e-04 2.162389e-05 3.403916e-07 2.998796e-09 1.476928e-11 [23,] 9.664064e-03 4.213408e-04 1.032908e-05 1.419190e-07 1.090945e-09 [24,] 8.167351e-02 5.512291e-03 2.100535e-04 4.496504e-06 5.391970e-08 [25,] 4.669714e-01 4.853675e-02 2.866559e-03 9.544758e-05 1.783866e-06 [26,] 1.817930e+00 2.887106e-01 2.630662e-02 1.358978e-03 3.952942e-05 [27,] 4.867904e+00 1.166799e+00 1.628788e-01 1.300210e-02 5.872979e-04 [28,] 9.132639e+00 3.233271e+00 6.838843e-01 8.383495e-02 5.859687e-03 [29,] 1.254149e+01 6.247907e+00 1.963601e+00 3.659791e-01 3.936323e-02 [30,] 1.421813e+01 8.774959e+00 3.918136e+00 1.090339e+00 1.788087e-01 [31,] 1.693686e+01 1.012848e+01 5.668343e+00 2.254605e+00 5.538127e-01 [32,] 2.434684e+01 1.264722e+01 6.814468e+00 3.400722e+00 1.194170e+00 [33,] 3.601165e+01 2.024524e+01 9.340232e+00 4.427370e+00 1.922261e+00 [34,] 4.689228e+01 3.368536e+01 1.709894e+01 7.065913e+00 2.891681e+00 [35,] 5.370741e+01 4.734562e+01 3.168049e+01 1.486495e+01 5.675569e+00 [36,] 6.163772e+01 5.423219e+01 4.747002e+01 2.975456e+01 1.337793e+01 [37,] 7.803446e+01 5.697198e+01 5.492915e+01 4.651006e+01 2.778615e+01 [38,] 9.968215e+01 6.560436e+01 5.400147e+01 5.449863e+01 4.417071e+01 [39,] 1.150941e+02 8.156312e+01 5.592298e+01 5.152242e+01 5.213888e+01 [40,] 1.168974e+02 9.485990e+01 6.599915e+01 4.862995e+01 4.835610e+01 [41,] 1.065404e+02 9.708478e+01 7.635108e+01 5.356604e+01 4.276055e+01 [42,] 8.953499e+01 8.888573e+01 7.817532e+01 6.061313e+01 4.394742e+01 [43,] 6.861431e+01 7.537814e+01 7.128577e+01 6.131712e+01 4.795316e+01 [44,] 4.474684e+01 5.879224e+01 6.035307e+01 5.498968e+01 4.721620e+01 [45,] 2.280083e+01 3.930427e+01 4.743468e+01 4.586588e+01 4.097863e+01 [46,] 8.554094e+00 2.062770e+01 3.227179e+01 3.592875e+01 3.311378e+01 [47,] 2.333867e+00 7.976661e+00 1.736589e+01 2.469530e+01 2.551601e+01 [48,] 5.131547e-01 2.207624e+00 6.917160e+00 1.356390e+01 1.758014e+01 [49,] 1.265811e-01 4.505888e-01 1.966262e+00 5.552905e+00 9.811437e+00 [50,] 4.034512e-02 8.287584e-02 3.976157e-01 1.626797e+00 4.117272e+00 [,41] [,42] [,43] [,44] [,45] [1,] 8.686570e-98 1.140516e-104 8.360729e-112 3.421970e-119 7.819838e-127 [2,] 4.686859e-92 9.613391e-99 1.100933e-105 7.039381e-113 2.513029e-120 [3,] 1.690983e-86 5.418457e-93 9.693964e-100 9.683149e-107 5.400342e-114 [4,] 4.079630e-81 2.042202e-87 5.707764e-94 8.906821e-101 7.760129e-108 [5,] 6.581371e-76 5.146777e-82 2.247211e-88 5.478250e-95 7.456401e-102 [6,] 7.099800e-71 8.673746e-77 5.916389e-83 2.253182e-89 4.790989e-96 [7,] 5.121532e-66 9.774667e-72 1.041582e-77 6.196902e-84 2.058473e-90 [8,] 2.470459e-61 7.365823e-67 1.226180e-72 1.139664e-78 5.914105e-85 [9,] 7.968555e-57 3.711629e-62 9.652486e-68 1.401533e-73 1.136206e-79 [10,] 1.718706e-52 1.250627e-57 5.080934e-63 1.152521e-68 1.459634e-74 [11,] 2.478860e-48 2.817859e-53 1.788449e-58 6.337580e-64 1.253891e-69 [12,] 2.390689e-44 4.245523e-49 4.209491e-54 2.330331e-59 7.202702e-65 [13,] 1.541781e-40 4.277319e-45 6.625384e-50 5.729814e-55 2.766685e-60 [14,] 6.648867e-37 2.881619e-41 6.972954e-46 9.420792e-51 7.106372e-56 [15,] 1.917323e-33 1.298145e-37 4.907310e-42 1.035750e-46 1.220552e-51 [16,] 3.697202e-30 3.910560e-34 2.309398e-38 7.614661e-43 1.401823e-47 [17,] 4.767386e-27 7.877373e-31 7.267408e-35 3.743442e-39 1.076600e-43 [18,] 4.110723e-24 1.061086e-27 1.529273e-31 1.230595e-35 5.528895e-40 [19,] 2.370247e-21 9.557654e-25 2.151882e-28 2.705113e-32 1.898662e-36 [20,] 9.139358e-19 5.756901e-22 2.024806e-25 3.976349e-29 4.359978e-33 [21,] 2.356653e-16 2.318823e-19 1.274034e-22 3.908512e-26 6.694933e-30 [22,] 4.064027e-14 6.245987e-17 5.360672e-20 2.569045e-23 6.874444e-27 [23,] 4.687404e-12 1.125141e-14 1.508367e-17 1.129196e-20 4.720192e-24 [24,] 3.616434e-10 1.355551e-12 2.838320e-15 3.319051e-18 2.167297e-21 [25,] 1.866772e-08 1.092387e-10 3.571969e-13 6.524069e-16 6.654576e-19 [26,] 6.449290e-07 5.889350e-09 3.006686e-11 8.576421e-14 1.366400e-16 [27,] 1.492034e-05 2.124788e-07 1.693054e-09 7.540718e-12 1.876332e-14 [28,] 2.313520e-04 5.132480e-06 6.379198e-08 4.435041e-10 1.723250e-12 [29,] 2.407759e-03 8.306877e-05 1.608995e-06 1.745248e-08 1.058630e-10 [30,] 1.685912e-02 9.020123e-04 2.718576e-05 4.596794e-07 4.350964e-09 [31,] 7.977313e-02 6.586991e-03 3.080934e-04 8.109371e-06 1.196819e-07 [32,] 2.577058e-01 3.252226e-02 2.348548e-03 9.596123e-05 2.205006e-06 [33,] 5.867894e-01 1.103071e-01 1.214062e-02 7.649046e-04 2.726880e-05 [34,] 1.054817e+00 2.723258e-01 4.385428e-02 4.170758e-03 2.281447e-04 [35,] 2.001558e+00 5.910551e-01 1.237155e-01 1.654363e-02 1.334031e-03 [36,] 4.910310e+00 1.519296e+00 3.576960e-01 5.817879e-02 6.169043e-03 [37,] 1.240526e+01 4.484345e+00 1.244081e+00 2.382343e-01 2.983353e-02 [38,] 2.577144e+01 1.167631e+01 4.151066e+00 1.043087e+00 1.681157e-01 [39,] 4.065323e+01 2.371855e+01 1.091973e+01 3.747588e+00 8.518926e-01 [40,] 4.780835e+01 3.642436e+01 2.155954e+01 9.924486e+00 3.212347e+00 [41,] 4.386494e+01 4.208172e+01 3.191764e+01 1.916348e+01 8.602236e+00 [42,] 3.730731e+01 3.811590e+01 3.576112e+01 2.736748e+01 1.643565e+01 [43,] 3.628972e+01 3.166757e+01 3.168255e+01 2.951252e+01 2.283892e+01 [44,] 3.799674e+01 2.970093e+01 2.578574e+01 2.527901e+01 2.370998e+01 [45,] 3.598922e+01 3.001087e+01 2.363006e+01 2.000067e+01 1.945888e+01 [46,] 2.973658e+01 2.725750e+01 2.330306e+01 1.797103e+01 1.476178e+01 [47,] 2.281939e+01 2.120654e+01 2.042436e+01 1.747861e+01 1.291857e+01 [48,] 1.700754e+01 1.514197e+01 1.495122e+01 1.495999e+01 1.246172e+01 [49,] 1.163415e+01 1.068228e+01 9.786216e+00 1.040613e+01 1.054521e+01 [50,] 6.565906e+00 7.161556e+00 6.371659e+00 6.224884e+00 7.082745e+00 [,46] [,47] [,48] [,49] [,50] [1,] 9.977201e-135 7.107482e-143 2.826870e-151 6.277479e-160 7.783129e-169 [2,] 5.008989e-128 5.574405e-136 3.463619e-144 1.201576e-152 2.327350e-161 [3,] 1.681572e-121 2.923514e-129 2.837778e-137 1.537946e-145 4.653643e-154 [4,] 3.774893e-115 1.025264e-122 1.554714e-130 1.316300e-138 6.222263e-147 [5,] 5.666385e-109 2.404243e-116 5.695532e-124 7.533203e-132 5.563069e-140 [6,] 5.687791e-103 3.770139e-110 1.395259e-117 2.882981e-125 3.325968e-133 [7,] 3.817729e-97 3.953304e-104 2.285595e-111 7.377815e-119 1.329676e-126 [8,] 1.713525e-91 2.771961e-98 2.503616e-105 1.262519e-112 3.554653e-120 [9,] 5.142804e-86 1.299684e-92 1.833834e-99 1.444680e-106 6.354374e-114 [10,] 1.032116e-80 4.074811e-87 8.981959e-94 1.105412e-100 7.595677e-108 [11,] 1.385115e-75 8.542922e-82 2.941789e-88 5.655957e-95 6.071418e-102 [12,] 1.242976e-70 1.197635e-76 6.442745e-83 1.935116e-89 3.245131e-96 [13,] 7.458792e-66 1.122720e-71 9.435384e-78 4.427281e-84 1.159856e-90 [14,] 2.992941e-61 7.037893e-67 9.240005e-73 6.773158e-79 2.772041e-85 [15,] 8.030596e-57 2.950077e-62 6.050680e-68 6.928905e-74 4.430109e-80 [16,] 1.440873e-52 8.268993e-58 2.649506e-63 4.739875e-69 4.734327e-75 [17,] 1.728733e-48 1.549873e-53 7.758000e-59 2.168169e-64 3.383187e-70 [18,] 1.386924e-44 1.942502e-49 1.518996e-54 6.631951e-60 1.616649e-65 [19,] 7.440500e-41 1.627989e-45 1.988784e-50 1.356481e-55 5.165703e-61 [20,] 2.669183e-37 9.123637e-42 1.741186e-46 1.855292e-51 1.103747e-56 [21,] 6.402923e-34 3.419066e-38 1.019354e-42 1.696810e-47 1.576999e-52 [22,] 1.027083e-30 8.567877e-35 3.990531e-39 1.037719e-43 1.506673e-48 [23,] 1.101692e-27 1.435702e-31 1.044626e-35 4.243750e-40 9.625645e-45 [24,] 7.902162e-25 1.608732e-28 1.828595e-32 1.160502e-36 4.112124e-41 [25,] 3.790232e-22 1.205403e-25 2.140429e-29 2.122106e-33 1.174701e-37 [26,] 1.215700e-19 6.039680e-23 1.675380e-26 2.594867e-30 2.243952e-34 [27,] 2.607583e-17 2.023643e-20 8.769144e-24 2.121736e-27 2.866331e-31 [28,] 3.740398e-15 4.534210e-18 3.069290e-21 1.160108e-24 2.448312e-28 [29,] 3.588331e-13 6.794083e-16 7.183934e-19 4.241697e-22 1.398416e-25 [30,] 2.302551e-11 6.808434e-14 1.124462e-16 1.037106e-19 5.341217e-23 [31,] 9.884406e-10 4.563455e-12 1.177083e-14 1.695745e-17 1.364217e-20 [32,] 2.839830e-08 2.046270e-10 8.241355e-13 1.854289e-15 2.330132e-18 [33,] 5.466552e-07 6.141838e-09 3.860491e-11 1.356239e-13 2.661719e-16 [34,] 7.078517e-06 1.236438e-07 1.211096e-09 6.638325e-12 2.033951e-14 [35,] 6.269618e-05 1.683684e-06 2.555356e-08 2.179048e-10 1.040821e-12 [36,] 4.073291e-04 1.609517e-05 3.696197e-07 4.843375e-09 3.583958e-11 [37,] 2.411269e-03 1.242672e-04 3.972631e-06 7.611271e-08 8.491275e-10 [38,] 1.673835e-02 1.033141e-03 4.020219e-05 9.909798e-07 1.519228e-08 [39,] 1.184862e-01 9.783252e-03 4.801150e-04 1.429063e-05 2.649074e-07 [40,] 6.565712e-01 7.976731e-02 5.621380e-03 2.289931e-04 5.454046e-06 [41,] 2.572426e+00 4.696274e-01 5.004949e-02 3.054226e-03 1.061272e-04 [42,] 7.011117e+00 1.906674e+00 3.091820e-01 2.892472e-02 1.537841e-03 [43,] 1.341665e+01 5.320728e+00 1.301048e+00 1.865888e-01 1.531412e-02 [44,] 1.836705e+01 1.030314e+01 3.735138e+00 8.147075e-01 1.030009e-01 [45,] 1.848977e+01 1.406988e+01 7.376978e+00 2.414901e+00 4.672271e-01 [46,] 1.450133e+01 1.389068e+01 1.015681e+01 4.893060e+00 1.433771e+00 [47,] 1.039591e+01 1.045935e+01 9.953927e+00 6.849432e+00 2.993140e+00 [48,] 8.728782e+00 7.015829e+00 7.268362e+00 6.736455e+00 4.286891e+00 [49,] 8.345100e+00 5.538113e+00 4.553186e+00 4.829592e+00 4.269070e+00 [50,] 7.048604e+00 5.209255e+00 3.307708e+00 2.844226e+00 3.041866e+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 0.2063 1.1111 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1b3te1226741918.ps tmp/1b3te1226741918.png") > system("convert tmp/2prvt1226741918.ps tmp/2prvt1226741918.png") > system("convert tmp/3bmy91226741918.ps tmp/3bmy91226741918.png") > system("convert tmp/4i8ae1226741918.ps tmp/4i8ae1226741918.png") > system("convert tmp/5akel1226741918.ps tmp/5akel1226741918.png") > system("convert tmp/6g7ej1226741918.ps tmp/6g7ej1226741918.png") > system("convert tmp/721u31226741918.ps tmp/721u31226741918.png") > > > proc.time() user system elapsed 3.037 2.008 3.415