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Type 'q()' to quit R. > z <- c(1.62,1.49,1.79,1.8,1.58,1.86,1.74,1.59,1.26,1.13,1.92,2.61,2.26,2.41,2.26,2.03,2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09,3.46,3.64,4.39,4.15,5.21,5.8,5.91,5.39,5.46,4.72,3.14,2.63,2.32,1.93,0.62,0.6,-0.37,-1.1) > y <- c(7.3,7.6,7.5,7.6,7.9,7.9,8.1,8.2,8,7.5,6.8,6.5,6.6,7.6,8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5) > x <- c(7.9,9.1,9.4,9.4,9.1,9,9.3,9.9,9.8,9.3,8.3,8,8.5,10.4,11.1,10.9,10,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.8,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.7,7.2,7.3) > par7 = 'Inflatie' > par6 = 'Werkloosheidsgraad mannen' > par5 = 'Werkloosheidsgraad vrouwen' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/freestat/rcomp/tmp/1zpaq1256827602.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/21qzg1256827602.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/3drbc1256827602.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4b8au1256827602.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/freestat/rcomp/tmp/5blsn1256827602.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 3.3697 0.4370 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/611oc1256827602.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] 5.395462 5.460953 5.526445 5.591936 5.657427 5.722919 5.788410 5.853901 [9] 5.919393 5.984884 6.050375 6.115867 6.181358 6.246849 6.312341 6.377832 [17] 6.443324 6.508815 6.574306 6.639798 6.705289 6.770780 6.836272 6.901763 [25] 6.967254 7.032746 7.098237 7.163728 7.229220 7.294711 7.360202 7.425694 [33] 7.491185 7.556676 7.622168 7.687659 7.753151 7.818642 7.884133 7.949625 [41] 8.015116 8.080607 8.146099 8.211590 8.277081 8.342573 8.408064 8.473555 [49] 8.539047 8.604538 $yords [1] -1.63904070 -1.47397782 -1.30891493 -1.14385205 -0.97878916 -0.81372627 [7] -0.64866339 -0.48360050 -0.31853762 -0.15347473 0.01158815 0.17665104 [13] 0.34171393 0.50677681 0.67183970 0.83690258 1.00196547 1.16702836 [19] 1.33209124 1.49715413 1.66221701 1.82727990 1.99234279 2.15740567 [25] 2.32246856 2.48753144 2.65259433 2.81765721 2.98272010 3.14778299 [31] 3.31284587 3.47790876 3.64297164 3.80803453 3.97309742 4.13816030 [37] 4.30322319 4.46828607 4.63334896 4.79841185 4.96347473 5.12853762 [43] 5.29360050 5.45866339 5.62372627 5.78878916 5.95385205 6.11891493 [49] 6.28397782 6.44904070 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.089139e-17 1.540042e-16 8.963535e-16 4.126564e-15 1.514230e-14 [2,] 1.950651e-16 1.379250e-15 7.700516e-15 3.401035e-14 1.196248e-13 [3,] 1.704492e-15 1.156001e-14 6.191149e-14 2.623459e-13 8.850688e-13 [4,] 1.393847e-14 9.067343e-14 4.658386e-13 1.893976e-12 6.131425e-12 [5,] 1.066686e-13 6.655883e-13 3.280269e-12 1.279694e-11 3.976606e-11 [6,] 7.639441e-13 4.572323e-12 2.161701e-11 8.092271e-11 2.414339e-10 [7,] 5.120235e-12 2.939504e-11 1.333198e-10 4.789255e-10 1.372145e-09 [8,] 3.211613e-11 1.768557e-10 7.695005e-10 2.652782e-09 7.299792e-09 [9,] 1.885206e-10 9.957936e-10 4.156582e-09 1.375214e-08 3.635164e-08 [10,] 1.035614e-09 5.247188e-09 2.101259e-08 6.672342e-08 1.694508e-07 [11,] 5.324041e-09 2.587566e-08 9.941226e-08 3.029900e-07 7.393887e-07 [12,] 2.561476e-08 1.194169e-07 4.401693e-07 1.287729e-06 3.020084e-06 [13,] 1.153300e-07 5.157593e-07 1.823971e-06 5.122339e-06 1.154747e-05 [14,] 4.859579e-07 2.084672e-06 7.073546e-06 1.907061e-05 4.133201e-05 [15,] 1.916285e-06 7.885659e-06 2.567316e-05 6.645347e-05 1.384928e-04 [16,] 7.071761e-06 2.791579e-05 8.720616e-05 2.167369e-04 4.344300e-04 [17,] 2.442302e-05 9.248511e-05 2.772301e-04 6.616272e-04 1.275775e-03 [18,] 7.893633e-05 2.867516e-04 8.248260e-04 1.890450e-03 3.507543e-03 [19,] 2.387596e-04 8.320570e-04 2.296760e-03 5.055857e-03 9.028586e-03 [20,] 6.758507e-04 2.259507e-03 5.985520e-03 1.265631e-02 2.175892e-02 [21,] 1.790389e-03 5.742343e-03 1.459904e-02 2.965581e-02 4.909880e-02 [22,] 4.438657e-03 1.365781e-02 3.332620e-02 6.504437e-02 1.037375e-01 [23,] 1.029824e-02 3.040111e-02 7.120150e-02 1.335409e-01 2.052336e-01 [24,] 2.236057e-02 6.333107e-02 1.423765e-01 2.566446e-01 3.802121e-01 [25,] 4.543716e-02 1.234707e-01 2.664627e-01 4.617127e-01 6.596085e-01 [26,] 8.640696e-02 2.252851e-01 4.667535e-01 7.775762e-01 1.071639e+00 [27,] 1.537787e-01 3.847015e-01 7.652373e-01 1.225902e+00 1.630544e+00 [28,] 2.561263e-01 6.148092e-01 1.174267e+00 1.809343e+00 2.323586e+00 [29,] 3.992302e-01 9.195676e-01 1.686569e+00 2.500058e+00 3.101335e+00 [30,] 5.823778e-01 1.287230e+00 2.267327e+00 3.234118e+00 3.877255e+00 [31,] 7.950588e-01 1.686396e+00 2.853003e+00 3.916978e+00 4.540550e+00 [32,] 1.015799e+00 2.067746e+00 3.360275e+00 4.441706e+00 4.981090e+00 [33,] 1.214594e+00 2.372854e+00 3.704576e+00 4.715925e+00 5.119128e+00 [34,] 1.359160e+00 2.548499e+00 3.822968e+00 4.688328e+00 4.928870e+00 [35,] 1.423401e+00 2.561773e+00 3.692913e+00 4.364351e+00 4.446346e+00 [36,] 1.395092e+00 2.410142e+00 3.339273e+00 3.804428e+00 3.758278e+00 [37,] 1.279672e+00 2.122241e+00 2.826561e+00 3.105600e+00 2.976668e+00 [38,] 1.098540e+00 1.749042e+00 2.239742e+00 2.374147e+00 2.209305e+00 [39,] 8.825852e-01 1.349162e+00 1.661427e+00 1.699795e+00 1.536723e+00 [40,] 6.636248e-01 9.740716e-01 1.153769e+00 1.139814e+00 1.001818e+00 [41,] 4.669988e-01 6.582418e-01 7.501073e-01 7.158882e-01 6.121929e-01 [42,] 3.075661e-01 4.163452e-01 4.565701e-01 4.211706e-01 3.507349e-01 [43,] 1.895801e-01 2.464909e-01 2.601867e-01 2.321174e-01 1.884558e-01 [44,] 1.093658e-01 1.365948e-01 1.388268e-01 1.198515e-01 9.503054e-02 [45,] 5.904823e-02 7.085334e-02 6.935700e-02 5.798857e-02 4.502976e-02 [46,] 2.983821e-02 3.440232e-02 3.244608e-02 2.629915e-02 2.010246e-02 [47,] 1.411178e-02 1.563598e-02 1.421428e-02 1.118674e-02 8.499414e-03 [48,] 6.246519e-03 6.652502e-03 5.832284e-03 4.468472e-03 3.438782e-03 [49,] 2.587888e-03 2.649613e-03 2.241887e-03 1.680376e-03 1.357058e-03 [50,] 1.003481e-03 9.879674e-04 8.077367e-04 5.980395e-04 5.388272e-04 [,6] [,7] [,8] [,9] [,10] [1,] 4.705144e-14 2.028560e-13 2.798403e-12 5.502415e-11 9.168276e-10 [2,] 3.497764e-13 1.218053e-12 1.273022e-11 2.289086e-10 3.632242e-09 [3,] 2.455077e-12 7.232141e-12 5.591605e-11 8.980841e-10 1.352489e-08 [4,] 1.621962e-11 4.204511e-11 2.396587e-10 3.331892e-09 4.736939e-08 [5,] 1.006581e-10 2.367174e-10 1.012821e-09 1.173567e-08 1.562093e-07 [6,] 5.860699e-10 1.278061e-09 4.251813e-09 3.946796e-08 4.856904e-07 [7,] 3.198969e-09 6.567047e-09 1.776061e-08 1.277310e-07 1.426604e-06 [8,] 1.636177e-08 3.193968e-08 7.347460e-08 4.017279e-07 3.969701e-06 [9,] 7.839488e-08 1.465022e-07 2.982474e-07 1.241123e-06 1.050712e-05 [10,] 3.518160e-07 6.322411e-07 1.175090e-06 3.801478e-06 2.660514e-05 [11,] 1.478693e-06 2.563264e-06 4.449437e-06 1.159785e-05 6.494375e-05 [12,] 5.820506e-06 9.753745e-06 1.606396e-05 3.518191e-05 1.542697e-04 [13,] 2.145648e-05 3.481500e-05 5.498276e-05 1.053137e-04 3.601617e-04 [14,] 7.407614e-05 1.165282e-04 1.777153e-04 3.077793e-04 8.330824e-04 [15,] 2.395144e-04 3.656624e-04 5.410273e-04 8.687161e-04 1.915878e-03 [16,] 7.253282e-04 1.075642e-03 1.548733e-03 2.346488e-03 4.369517e-03 [17,] 2.057325e-03 2.965990e-03 4.164106e-03 6.023454e-03 9.806992e-03 [18,] 5.465850e-03 7.666183e-03 1.050873e-02 1.462291e-02 2.143870e-02 [19,] 1.360254e-02 1.857364e-02 2.488063e-02 3.346129e-02 4.518079e-02 [20,] 3.171112e-02 4.218218e-02 5.524881e-02 7.201456e-02 9.099855e-02 [21,] 6.925571e-02 8.980139e-02 1.150386e-01 1.455602e-01 1.740123e-01 [22,] 1.417020e-01 1.792125e-01 2.245737e-01 2.760590e-01 3.144560e-01 [23,] 2.716413e-01 3.352684e-01 4.109786e-01 4.909403e-01 5.352934e-01 [24,] 4.879098e-01 5.879817e-01 7.049952e-01 8.183607e-01 8.565667e-01 [25,] 8.211658e-01 9.666889e-01 1.133513e+00 1.278291e+00 1.286697e+00 [26,] 1.295070e+00 1.489928e+00 1.708093e+00 1.870698e+00 1.812889e+00 [27,] 1.914037e+00 2.152787e+00 2.412212e+00 2.564571e+00 2.394652e+00 [28,] 2.651086e+00 2.916038e+00 3.192384e+00 3.293336e+00 2.964987e+00 [29,] 3.441404e+00 3.702873e+00 3.959049e+00 3.961570e+00 3.441806e+00 [30,] 4.187033e+00 4.407922e+00 4.600755e+00 4.464202e+00 3.747941e+00 [31,] 4.774799e+00 4.918959e+00 5.009864e+00 4.713654e+00 3.833439e+00 [32,] 5.103873e+00 5.145789e+00 5.112047e+00 4.665501e+00 3.691445e+00 [33,] 5.113965e+00 5.046248e+00 4.888566e+00 4.332386e+00 3.360793e+00 [34,] 4.803357e+00 4.639049e+00 4.382175e+00 3.780194e+00 2.913801e+00 [35,] 4.229392e+00 3.998114e+00 3.684098e+00 3.107988e+00 2.434180e+00 [36,] 3.491210e+00 3.230736e+00 2.907480e+00 2.419939e+00 1.993836e+00 [37,] 2.701871e+00 2.448414e+00 2.157872e+00 1.799984e+00 1.636886e+00 [38,] 1.960581e+00 1.741176e+00 1.511165e+00 1.297304e+00 1.375189e+00 [39,] 1.334165e+00 1.163174e+00 1.004689e+00 9.250092e-01 1.194447e+00 [40,] 8.516794e-01 7.314838e-01 6.409948e-01 6.689596e-01 1.066326e+00 [41,] 5.103329e-01 4.347821e-01 3.993969e-01 5.008913e-01 9.610606e-01 [42,] 2.873908e-01 2.461032e-01 2.491820e-01 3.904062e-01 8.564990e-01 [43,] 1.524698e-01 1.344539e-01 1.599987e-01 3.127143e-01 7.419537e-01 [44,] 7.656843e-02 7.246167e-02 1.076402e-01 2.516114e-01 6.174117e-01 [45,] 3.672994e-02 3.968148e-02 7.566868e-02 1.988834e-01 4.898917e-01 [46,] 1.710991e-02 2.272445e-02 5.442452e-02 1.519028e-01 3.689694e-01 [47,] 7.948273e-03 1.377293e-02 3.899486e-02 1.109174e-01 2.630465e-01 [48,] 3.810743e-03 8.719500e-03 2.722150e-02 7.693108e-02 1.771908e-01 [49,] 1.940218e-03 5.603280e-03 1.824026e-02 5.048936e-02 1.126376e-01 [50,] 1.053191e-03 3.551867e-03 1.162665e-02 3.128006e-02 6.751335e-02 [,11] [,12] [,13] [,14] [,15] [1,] 1.217233e-08 1.281210e-07 1.069360e-06 7.085064e-06 3.731935e-05 [2,] 4.613206e-08 4.648918e-07 3.716623e-06 2.359656e-05 1.191603e-04 [3,] 1.642176e-07 1.583965e-06 1.212667e-05 7.376373e-05 3.570697e-04 [4,] 5.493326e-07 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2.425513e+00 1.873610e+00 1.266135e+00 [36,] 1.992343e+00 1.912909e+00 1.611728e+00 1.203012e+00 7.840481e-01 [37,] 1.331086e+00 1.233976e+00 1.004464e+00 7.238501e-01 4.547068e-01 [38,] 8.347003e-01 7.466080e-01 5.867501e-01 4.079894e-01 2.469204e-01 [39,] 4.908566e-01 4.234177e-01 3.211142e-01 2.153565e-01 1.255332e-01 [40,] 2.705298e-01 2.249800e-01 1.645985e-01 1.064391e-01 5.974435e-02 [41,] 1.396791e-01 1.119660e-01 7.900709e-02 4.925228e-02 2.661606e-02 [42,] 6.754326e-02 5.218047e-02 3.550771e-02 2.133538e-02 1.109895e-02 [43,] 3.058325e-02 2.276930e-02 1.494019e-02 8.651662e-03 4.332093e-03 [44,] 1.296526e-02 9.301911e-03 5.884919e-03 3.284040e-03 1.582646e-03 [45,] 5.145610e-03 3.557526e-03 2.169991e-03 1.166852e-03 5.411690e-04 [46,] 1.911729e-03 1.273679e-03 7.490256e-04 3.880739e-04 1.731974e-04 [47,] 6.648633e-04 4.268698e-04 2.420178e-04 1.208086e-04 5.188054e-05 [48,] 2.164439e-04 1.339207e-04 7.319909e-05 3.520167e-05 1.454527e-05 [49,] 6.595651e-05 3.932881e-05 2.072369e-05 9.600798e-06 3.816721e-06 [50,] 1.881331e-05 1.081139e-05 5.491973e-06 2.450911e-06 9.373648e-07 [,48] [,49] [,50] [1,] 2.843512e-01 1.701936e-01 9.853497e-02 [2,] 4.249036e-01 2.695946e-01 1.585755e-01 [3,] 6.233880e-01 4.119194e-01 2.421466e-01 [4,] 8.920180e-01 6.021687e-01 3.492651e-01 [5,] 1.234364e+00 8.366530e-01 4.743513e-01 [6,] 1.638048e+00 1.099361e+00 6.053397e-01 [7,] 2.069922e+00 1.361433e+00 7.248797e-01 [8,] 2.477433e+00 1.585337e+00 8.138725e-01 [9,] 2.798142e+00 1.733530e+00 8.565032e-01 [10,] 2.975780e+00 1.779101e+00 8.450217e-01 [11,] 2.977561e+00 1.714424e+00 7.823653e-01 [12,] 2.805907e+00 1.554248e+00 6.815304e-01 [13,] 2.499489e+00 1.331902e+00 5.620037e-01 [14,] 2.123045e+00 1.090256e+00 4.448106e-01 [15,] 1.750167e+00 8.712212e-01 3.481713e-01 [16,] 1.445913e+00 7.077412e-01 2.852064e-01 [17,] 1.255355e+00 6.205827e-01 2.639640e-01 [18,] 1.200810e+00 6.197367e-01 2.888858e-01 [19,] 1.286379e+00 7.081477e-01 3.622124e-01 [20,] 1.505456e+00 8.846834e-01 4.840015e-01 [21,] 1.846090e+00 1.144003e+00 6.503037e-01 [22,] 2.290839e+00 1.472966e+00 8.502827e-01 [23,] 2.811212e+00 1.845633e+00 1.064088e+00 [24,] 3.360692e+00 2.220579e+00 1.263513e+00 [25,] 3.872433e+00 2.544043e+00 1.416504e+00 [26,] 4.266560e+00 2.760047e+00 1.494763e+00 [27,] 4.467403e+00 2.824902e+00 1.481819e+00 [28,] 4.425166e+00 2.720571e+00 1.378255e+00 [29,] 4.132919e+00 2.461032e+00 1.201726e+00 [30,] 3.630891e+00 2.088589e+00 9.816973e-01 [31,] 2.995626e+00 1.661558e+00 7.510745e-01 [32,] 2.318427e+00 1.238422e+00 5.380386e-01 [33,] 1.681905e+00 8.644810e-01 3.608254e-01 [34,] 1.143114e+00 5.650290e-01 2.265096e-01 [35,] 7.276294e-01 3.457363e-01 1.330915e-01 [36,] 4.336743e-01 1.980303e-01 7.319263e-02 [37,] 2.419826e-01 1.061695e-01 3.767242e-02 [38,] 1.263943e-01 5.327572e-02 1.814722e-02 [39,] 6.179651e-02 2.502107e-02 8.181260e-03 [40,] 2.827966e-02 1.099818e-02 3.451838e-03 [41,] 1.211279e-02 4.524467e-03 1.363003e-03 [42,] 4.855855e-03 1.741975e-03 5.036847e-04 [43,] 1.821929e-03 6.276829e-04 1.741941e-04 [44,] 6.397907e-04 2.116711e-04 5.637950e-05 [45,] 2.102720e-04 6.680419e-05 1.707736e-05 [46,] 6.467851e-05 1.973175e-05 4.840957e-06 [47,] 1.861960e-05 5.454375e-06 1.284255e-06 [48,] 5.016646e-06 1.411053e-06 3.188474e-07 [49,] 1.264989e-06 3.416326e-07 7.408399e-08 [50,] 2.985312e-07 7.740908e-08 1.610926e-08 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(y,z) > (r<-lm(z ~ y)) Call: lm(formula = z ~ y) Coefficients: (Intercept) y 7.113 -0.659 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/71puh1256827602.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] 6.015542 6.129194 6.242845 6.356496 6.470148 6.583799 6.697450 [8] 6.811102 6.924753 7.038404 7.152056 7.265707 7.379358 7.493010 [15] 7.606661 7.720312 7.833964 7.947615 8.061266 8.174918 8.288569 [22] 8.402220 8.515872 8.629523 8.743174 8.856826 8.970477 9.084128 [29] 9.197780 9.311431 9.425082 9.538734 9.652385 9.766036 9.879688 [36] 9.993339 10.106990 10.220642 10.334293 10.447944 10.561596 10.675247 [43] 10.788898 10.902550 11.016201 11.129852 11.243504 11.357155 11.470806 [50] 11.584458 $yords [1] -1.63904070 -1.47397782 -1.30891493 -1.14385205 -0.97878916 -0.81372627 [7] -0.64866339 -0.48360050 -0.31853762 -0.15347473 0.01158815 0.17665104 [13] 0.34171393 0.50677681 0.67183970 0.83690258 1.00196547 1.16702836 [19] 1.33209124 1.49715413 1.66221701 1.82727990 1.99234279 2.15740567 [25] 2.32246856 2.48753144 2.65259433 2.81765721 2.98272010 3.14778299 [31] 3.31284587 3.47790876 3.64297164 3.80803453 3.97309742 4.13816030 [37] 4.30322319 4.46828607 4.63334896 4.79841185 4.96347473 5.12853762 [43] 5.29360050 5.45866339 5.62372627 5.78878916 5.95385205 6.11891493 [49] 6.28397782 6.44904070 $zden [,1] [,2] [,3] [,4] [,5] [1,] 6.766506e-05 1.912082e-04 4.363396e-04 8.136885e-04 1.274258e-03 [2,] 3.115075e-04 8.483108e-04 1.866339e-03 3.358602e-03 5.086335e-03 [3,] 1.259166e-03 3.304605e-03 7.009491e-03 1.217369e-02 1.783131e-02 [4,] 4.468965e-03 1.130316e-02 2.311602e-02 3.874820e-02 5.490306e-02 [5,] 1.392647e-02 3.394662e-02 6.693788e-02 1.083052e-01 1.484738e-01 [6,] 3.810534e-02 8.951802e-02 1.702018e-01 2.658386e-01 3.526531e-01 [7,] 9.154642e-02 2.072727e-01 3.800069e-01 5.730085e-01 7.356909e-01 [8,] 1.931113e-01 4.213974e-01 7.449974e-01 1.084629e+00 1.348024e+00 [9,] 3.576721e-01 7.522469e-01 1.282495e+00 1.802941e+00 2.169501e+00 [10,] 5.816662e-01 1.179094e+00 1.938634e+00 2.631876e+00 3.066811e+00 [11,] 8.305664e-01 1.622769e+00 2.573219e+00 3.373931e+00 3.807890e+00 [12,] 1.041326e+00 1.961036e+00 2.999163e+00 3.798371e+00 4.152959e+00 [13,] 1.146335e+00 2.080828e+00 3.069499e+00 3.755367e+00 3.978437e+00 [14,] 1.108023e+00 1.938693e+00 2.758550e+00 3.260658e+00 3.347770e+00 [15,] 9.403698e-01 1.586007e+00 2.176919e+00 2.486337e+00 2.474547e+00 [16,] 7.007481e-01 1.139266e+00 1.508528e+00 1.665028e+00 1.606742e+00 [17,] 4.584994e-01 7.185715e-01 9.179455e-01 9.792551e-01 9.164987e-01 [18,] 2.634084e-01 3.979612e-01 4.904957e-01 5.058158e-01 4.593145e-01 [19,] 1.328723e-01 1.935255e-01 2.301503e-01 2.294720e-01 2.023158e-01 [20,] 5.885109e-02 8.263505e-02 9.483150e-02 9.144393e-02 7.840200e-02 [21,] 2.288705e-02 3.098280e-02 3.431409e-02 3.201904e-02 2.681651e-02 [22,] 7.815218e-03 1.020027e-02 1.090469e-02 9.861925e-03 8.185108e-03 [23,] 2.343202e-03 2.948834e-03 3.044546e-03 2.682363e-03 2.314429e-03 [24,] 6.168781e-04 7.486524e-04 7.477351e-04 6.537211e-04 6.767554e-04 [25,] 1.426015e-04 1.669827e-04 1.623348e-04 1.503148e-04 2.484349e-04 [26,] 2.894907e-05 3.277117e-05 3.174710e-05 3.769885e-05 1.219293e-04 [27,] 5.163412e-06 5.693895e-06 5.980516e-06 1.261207e-05 6.736003e-05 [28,] 8.107036e-07 8.971048e-07 1.291734e-06 5.514886e-06 3.583807e-05 [29,] 1.129195e-07 1.393380e-07 3.844748e-07 2.564248e-06 1.725951e-05 [30,] 1.437950e-08 2.596933e-08 1.440527e-07 1.115319e-06 7.407736e-06 [31,] 1.852692e-09 6.752916e-09 5.517543e-08 4.365671e-07 2.859073e-06 [32,] 2.986930e-10 2.126882e-09 1.958078e-08 1.549696e-07 1.044870e-06 [33,] 6.723479e-11 6.714758e-10 6.403622e-09 5.333544e-08 4.203033e-07 [34,] 1.786191e-11 2.022191e-10 2.096704e-09 2.129298e-08 2.295077e-07 [35,] 4.905823e-12 6.373912e-11 8.436091e-10 1.191131e-08 1.674652e-07 [36,] 1.506118e-12 2.620510e-11 4.832962e-10 8.598260e-09 1.344087e-07 [37,] 6.394118e-13 1.531524e-11 3.428113e-10 6.620811e-09 1.064749e-07 [38,] 3.788210e-13 1.061710e-11 2.531512e-10 5.003346e-09 8.125954e-08 [39,] 2.556268e-13 7.521579e-12 1.828244e-10 3.647580e-09 5.958102e-08 [40,] 1.737763e-13 5.194556e-12 1.272580e-10 2.548397e-09 4.162757e-08 [41,] 1.146529e-13 3.444257e-12 8.439811e-11 1.683000e-09 2.725312e-08 [42,] 7.213209e-14 2.157719e-12 5.239810e-11 1.030827e-09 1.640008e-08 [43,] 4.245437e-14 1.252474e-12 2.987038e-11 5.750096e-10 8.924394e-09 [44,] 2.292420e-14 6.615443e-13 1.538535e-11 2.880941e-10 4.341021e-09 [45,] 1.117671e-14 3.136491e-13 7.079346e-12 1.284585e-10 1.873671e-09 [46,] 4.865717e-15 1.322836e-13 2.889193e-12 5.068843e-11 7.144723e-10 [47,] 1.878185e-15 4.935696e-14 1.041354e-12 1.764198e-11 2.401009e-10 [48,] 6.401310e-16 1.623948e-14 3.306693e-13 5.406061e-12 7.101400e-11 [49,] 1.921728e-16 4.703112e-15 9.237902e-14 1.457096e-12 1.847455e-11 [50,] 5.074828e-17 1.197715e-15 2.268971e-14 3.452905e-13 4.227393e-12 [,6] [,7] [,8] [,9] [,10] [1,] 1.768082e-03 2.339736e-03 3.079942e-03 3.894333e-03 4.394599e-03 [2,] 6.849777e-03 8.829867e-03 1.132388e-02 1.389972e-02 1.517075e-02 [3,] 2.331187e-02 2.927664e-02 3.657416e-02 4.357227e-02 4.598968e-02 [4,] 6.969615e-02 8.528405e-02 1.037709e-01 1.199614e-01 1.224279e-01 [5,] 1.830528e-01 2.182696e-01 2.586384e-01 2.900659e-01 2.862005e-01 [6,] 4.223618e-01 4.907914e-01 5.662696e-01 6.159917e-01 5.875491e-01 [7,] 8.561262e-01 9.695675e-01 1.089086e+00 1.148892e+00 1.059333e+00 [8,] 1.524544e+00 1.682812e+00 1.839958e+00 1.882008e+00 1.677673e+00 [9,] 2.385040e+00 2.566072e+00 2.730628e+00 2.707907e+00 2.334694e+00 [10,] 3.277999e+00 3.437784e+00 3.559893e+00 3.422878e+00 2.857322e+00 [11,] 3.958074e+00 4.046402e+00 4.077201e+00 3.802485e+00 3.080988e+00 [12,] 4.198813e+00 4.184582e+00 4.103124e+00 3.715806e+00 2.938793e+00 [13,] 3.913312e+00 3.802405e+00 3.629721e+00 3.200562e+00 2.501371e+00 [14,] 3.204441e+00 3.036419e+00 2.825224e+00 2.440967e+00 1.934721e+00 [15,] 2.305577e+00 2.131761e+00 1.939185e+00 1.665251e+00 1.408240e+00 [16,] 1.457788e+00 1.317089e+00 1.179933e+00 1.039111e+00 1.020294e+00 [17,] 8.103282e-01 7.178868e-01 6.445745e-01 6.206199e-01 7.833659e-01 [18,] 3.963769e-01 3.474056e-01 3.259017e-01 3.828361e-01 6.575094e-01 [19,] 1.710936e-01 1.518796e-01 1.631110e-01 2.645223e-01 5.920760e-01 [20,] 6.570780e-02 6.285579e-02 9.029700e-02 2.090875e-01 5.479080e-01 [21,] 2.303358e-02 2.740088e-02 6.016917e-02 1.789349e-01 5.001937e-01 [22,] 7.939336e-03 1.453346e-02 4.638069e-02 1.539742e-01 4.358338e-01 [23,] 3.149283e-03 9.611628e-03 3.707762e-02 1.262062e-01 3.530780e-01 [24,] 1.639139e-03 6.965558e-03 2.832369e-02 9.533903e-02 2.608182e-01 [25,] 1.026375e-03 4.901673e-03 1.982669e-02 6.511595e-02 1.735290e-01 [26,] 6.530399e-04 3.160102e-03 1.247164e-02 3.980919e-02 1.035709e-01 [27,] 3.849577e-04 1.824732e-03 6.992678e-03 2.175851e-02 5.604174e-02 [28,] 2.034239e-04 9.369174e-04 3.500056e-03 1.079652e-02 2.881199e-02 [29,] 9.554528e-05 4.296069e-04 1.597694e-03 5.164514e-03 1.597175e-02 [30,] 4.016729e-05 1.811069e-04 7.182534e-04 2.773399e-03 1.137184e-02 [31,] 1.571565e-05 7.739876e-05 3.799008e-04 1.985919e-03 1.045477e-02 [32,] 6.468802e-06 4.092862e-05 2.746970e-04 1.805317e-03 1.053114e-02 [33,] 3.461652e-06 2.985136e-05 2.446193e-04 1.744130e-03 1.036695e-02 [34,] 2.534180e-06 2.582265e-05 2.252784e-04 1.628499e-03 9.652846e-03 [35,] 2.115891e-06 2.260742e-05 1.993903e-04 1.441141e-03 8.528162e-03 [36,] 1.760779e-06 1.899808e-05 1.679955e-04 1.216651e-03 7.220249e-03 [37,] 1.408448e-06 1.527121e-05 1.356072e-04 9.859510e-04 5.868264e-03 [38,] 1.081461e-06 1.177984e-05 1.049085e-04 7.630789e-04 4.529594e-03 [39,] 7.954288e-07 8.665067e-06 7.689893e-05 5.552331e-04 3.259529e-03 [40,] 5.535375e-07 5.980722e-06 5.242596e-05 3.725192e-04 2.145872e-03 [41,] 3.576886e-07 3.799342e-06 3.263139e-05 2.265938e-04 1.273494e-03 [42,] 2.107239e-07 2.184909e-06 1.827811e-05 1.234584e-04 6.746264e-04 [43,] 1.115950e-07 1.124076e-06 9.125350e-06 5.979271e-05 3.171485e-04 [44,] 5.262670e-08 5.134916e-07 4.036914e-06 2.562825e-05 1.319031e-04 [45,] 2.197328e-08 2.073592e-07 1.577265e-06 9.699648e-06 4.847647e-05 [46,] 8.095971e-09 7.384272e-08 5.433822e-07 3.239122e-06 1.575186e-05 [47,] 2.627530e-09 2.316191e-08 1.649856e-07 9.550916e-07 4.542283e-06 [48,] 7.505209e-10 6.397427e-09 4.418553e-08 2.496151e-07 1.178417e-06 [49,] 1.886512e-10 1.557327e-09 1.047840e-08 5.865258e-08 2.885325e-07 [50,] 4.176686e-11 3.354284e-10 2.232864e-09 1.303339e-08 7.644029e-08 [,11] [,12] [,13] [,14] [,15] [1,] 4.182276e-03 3.259005e-03 2.052919e-03 0.0010405795 0.000424785 [2,] 1.393397e-02 1.046912e-02 6.357495e-03 0.0031093458 0.001230281 [3,] 4.076411e-02 2.953255e-02 1.729527e-02 0.0081754018 0.003157409 [4,] 1.047214e-01 7.316733e-02 4.135775e-02 0.0189631293 0.007254893 [5,] 2.362521e-01 1.592542e-01 8.704558e-02 0.0390176325 0.015228828 [6,] 4.681286e-01 3.047292e-01 1.617122e-01 0.0720303649 0.030226718 [7,] 8.149873e-01 5.133657e-01 2.668139e-01 0.1219618096 0.059328592 [8,] 1.247550e+00 7.638747e-01 3.959423e-01 0.1964462195 0.119005374 [9,] 1.681901e+00 1.010821e+00 5.413194e-01 0.3148802271 0.242733109 [10,] 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1.218616e-01 1.178418e-01 9.141037e-02 5.692426e-02 [33,] 3.964149e-02 4.603498e-02 4.287330e-02 3.201668e-02 1.918068e-02 [34,] 1.370189e-02 1.531070e-02 1.373365e-02 9.876148e-03 5.694973e-03 [35,] 4.178032e-03 4.479786e-03 3.869712e-03 2.680174e-03 1.488101e-03 [36,] 1.131125e-03 1.153083e-03 9.585379e-04 6.394413e-04 3.419240e-04 [37,] 2.779710e-04 2.614993e-04 2.086727e-04 1.340627e-04 6.904800e-05 [38,] 6.613745e-05 5.257544e-05 3.993568e-05 2.469315e-05 1.225036e-05 [39,] 1.743528e-05 9.569467e-06 6.729788e-06 3.995641e-06 1.909113e-06 [40,] 5.746967e-06 1.677833e-06 1.004597e-06 5.682008e-07 2.613095e-07 [41,] 2.232835e-06 3.242637e-07 1.355466e-07 7.112706e-08 3.141518e-08 [42,] 8.810696e-07 7.866721e-08 1.756525e-08 7.883652e-09 3.318695e-09 [43,] 3.224921e-07 2.274029e-08 2.502789e-09 7.891556e-10 3.085694e-10 [44,] 1.057962e-07 6.718308e-09 4.493670e-10 7.576903e-11 2.539870e-11 [45,] 3.076647e-08 1.844013e-09 9.686981e-11 7.997232e-12 1.887493e-12 [46,] 7.903809e-09 4.535836e-10 2.142385e-11 1.067856e-12 1.345383e-13 [47,] 1.791532e-09 9.884900e-11 4.404764e-12 1.720277e-13 1.056092e-14 [48,] 3.581087e-10 1.901836e-11 8.112972e-13 2.847780e-14 1.053149e-15 [49,] 6.310761e-11 3.226607e-12 1.323184e-13 4.381727e-15 1.270160e-16 [50,] 9.803090e-12 4.824915e-13 1.904196e-14 6.036386e-16 1.573698e-17 [,46] [,47] [,48] [,49] [,50] [1,] 5.499113e-01 3.143512e-01 1.692993e-01 8.969581e-02 4.552905e-02 [2,] 8.649395e-01 5.243217e-01 3.099866e-01 1.786608e-01 9.455463e-02 [3,] 1.263449e+00 8.333840e-01 5.407886e-01 3.303964e-01 1.774987e-01 [4,] 1.745543e+00 1.267093e+00 8.853425e-01 5.570262e-01 2.977421e-01 [5,] 2.305820e+00 1.825191e+00 1.334544e+00 8.441167e-01 4.430323e-01 [6,] 2.905678e+00 2.446833e+00 1.821560e+00 1.138887e+00 5.822032e-01 [7,] 3.443980e+00 2.996773e+00 2.224389e+00 1.360071e+00 6.740175e-01 [8,] 3.767664e+00 3.304303e+00 2.411514e+00 1.432816e+00 6.865761e-01 [9,] 3.740589e+00 3.248057e+00 2.310969e+00 1.329687e+00 6.154489e-01 [10,] 3.331168e+00 2.831598e+00 1.955367e+00 1.088599e+00 4.873833e-01 [11,] 2.649167e+00 2.191507e+00 1.468931e+00 7.948076e-01 3.474862e-01 [12,] 1.900922e+00 1.533498e+00 1.009383e+00 5.429738e-01 2.407948e-01 [13,] 1.302607e+00 1.049906e+00 7.107340e-01 4.076682e-01 2.009772e-01 [14,] 1.018086e+00 8.744572e-01 6.600956e-01 4.353278e-01 2.485926e-01 [15,] 1.147326e+00 1.080657e+00 9.005711e-01 6.461164e-01 3.907207e-01 [16,] 1.733468e+00 1.685332e+00 1.428404e+00 1.026966e+00 6.142974e-01 [17,] 2.744757e+00 2.625456e+00 2.169939e+00 1.514449e+00 8.768634e-01 [18,] 4.032740e+00 3.725539e+00 2.963323e+00 1.989584e+00 1.108555e+00 [19,] 5.320983e+00 4.710264e+00 3.586934e+00 2.308581e+00 1.234951e+00 [20,] 6.275736e+00 5.294288e+00 3.844361e+00 2.364809e+00 1.212053e+00 [21,] 6.640611e+00 5.309394e+00 3.658780e+00 2.142948e+00 1.049464e+00 [22,] 6.347674e+00 4.780605e+00 3.107669e+00 1.724097e+00 8.036003e-01 [23,] 5.526473e+00 3.895677e+00 2.371816e+00 1.237965e+00 5.461570e-01 [24,] 4.416067e+00 2.897771e+00 1.640062e+00 7.988281e-01 3.311561e-01 [25,] 3.254794e+00 1.982049e+00 1.036388e+00 4.671028e-01 1.803661e-01 [26,] 2.213811e+00 1.251601e+00 6.027861e-01 2.496653e-01 8.897861e-02 [27,] 1.383899e+00 7.291137e-01 3.238200e-01 1.228555e-01 4.010736e-02 [28,] 7.892616e-01 3.897956e-01 1.604557e-01 5.585033e-02 1.664009e-02 [29,] 4.071834e-01 1.897289e-01 7.291760e-02 2.342222e-02 6.378364e-03 [30,] 1.885163e-01 8.335869e-02 3.014133e-02 9.008946e-03 2.256236e-03 [31,] 7.781437e-02 3.280526e-02 1.123571e-02 3.151793e-03 7.323767e-04 [32,] 2.849644e-02 1.149339e-02 3.748484e-03 9.942975e-04 2.163586e-04 [33,] 9.226305e-03 3.568640e-03 1.112607e-03 2.807070e-04 5.766524e-05 [34,] 2.634737e-03 9.788922e-04 2.925311e-04 7.049941e-05 1.375975e-05 [35,] 6.625654e-04 2.367089e-04 6.792577e-05 1.568310e-05 2.921668e-06 [36,] 1.465717e-04 5.038804e-05 1.390102e-05 3.080978e-06 5.496108e-07 [37,] 2.850408e-05 9.433463e-06 2.503947e-06 5.334304e-07 9.131627e-08 [38,] 4.870902e-06 1.552335e-06 3.966342e-07 8.128698e-08 1.337246e-08 [39,] 7.311991e-07 2.244414e-07 5.522006e-08 1.089287e-08 1.723665e-09 [40,] 9.640705e-08 2.850471e-08 6.754417e-09 1.282920e-09 1.953833e-10 [41,] 1.116307e-08 3.179495e-09 7.257088e-10 1.327508e-10 1.946558e-11 [42,] 1.135124e-09 3.114465e-10 6.847858e-11 1.206573e-11 1.703851e-12 [43,] 1.013746e-10 2.678996e-11 5.674493e-12 9.631388e-13 1.310032e-13 [44,] 7.954846e-12 2.023585e-12 4.129080e-13 6.751514e-14 8.846091e-15 [45,] 5.493716e-13 1.342388e-13 2.638282e-14 4.155900e-15 5.245649e-16 [46,] 3.358592e-14 7.824214e-15 1.480257e-15 2.246289e-16 2.731487e-17 [47,] 1.854069e-15 4.013594e-16 7.293775e-17 1.066097e-17 1.248921e-18 [48,] 9.827636e-17 1.822723e-17 3.157706e-18 4.442928e-19 5.014146e-20 [49,] 5.756847e-18 7.478363e-19 1.203194e-19 1.626066e-20 1.767599e-21 [50,] 4.302643e-19 2.952067e-20 4.059559e-21 5.228954e-22 5.471519e-23 > 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 4.9217 -0.2913 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1zpaq1256827602.ps tmp/1zpaq1256827602.png") > system("convert tmp/21qzg1256827602.ps tmp/21qzg1256827602.png") > system("convert tmp/3drbc1256827602.ps tmp/3drbc1256827602.png") > system("convert tmp/4b8au1256827602.ps tmp/4b8au1256827602.png") > system("convert tmp/5blsn1256827602.ps tmp/5blsn1256827602.png") > system("convert tmp/611oc1256827602.ps tmp/611oc1256827602.png") > system("convert tmp/71puh1256827602.ps tmp/71puh1256827602.png") > > > proc.time() user system elapsed 3.062 2.038 3.405