R version 2.6.2 (2008-02-08) Copyright (C) 2008 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > z <- c(-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.03 + ,-0.02 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-2.93E-002 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-2.78E-002 + ,-0.03 + ,-0.02 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,8.15E-003 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,6.47E-003 + ,0 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,3.63E-002 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-4.13E-002 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,1.84E-002 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.03 + ,-0.02 + ,-0.01 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,9.87E-004 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,2.48E-004 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-2.81E-002 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-4.16E-002 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,2.26E-004 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,9.32E-004 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.03 + ,-0.02 + ,-5.01E-003 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,4.30E-002 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-4.07E-002 + ,-0.04 + ,-0.05 + ,-0.04 + ,-3.92E-002 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,4.42E-002 + ,0.05 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,1.36E-002 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.05 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,2.70E-002 + ,0.03 + ,0.04 + ,0.04 + ,0.05 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,4.51E-002 + ,0.05 + ,0.04 + ,0.04 + ,0.03 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.02 + ,-0.03 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,0 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.04 + ,0.05 + ,0.05 + ,0.04 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.03 + ,-0.02 + ,-0.01 + ,0.01 + ,0.02 + ,0.03 + ,0.03 + ,0.04 + ,0.04 + ,0.05 + ,0.05 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0 + ,-0.01 + ,-0.02 + ,-0.03 + ,-0.04 + ,-0.04 + ,-0.05 + ,-0.05 + ,-0.05 + ,-0.04 + ,-0.04 + ,-0.03 + ,-0.02 + ,-0.01 + ,-7.05E-004 + ,0.01 + ,0.02 + ,0.03 + ,0.04 + ,0.04 + ,0.05 + ,0.05 + ,0.05 + ,0.04 + ,0.04 + ,0.03 + ,0.02 + ,0.01 + ,0) > y <- c(0 + ,-0.21 + ,-0.4 + ,-0.55 + ,-0.66 + ,-0.72 + ,-0.71 + ,-0.64 + ,-0.52 + ,-0.35 + ,-0.15 + ,0.06 + ,0.26 + ,0.45 + ,0.59 + ,0.69 + ,0.73 + ,0.71 + ,0.63 + ,0.5 + ,0.33 + ,0.13 + ,-0.08 + ,-0.28 + ,-0.46 + ,-0.6 + ,-0.69 + ,-0.73 + ,-0.7 + ,-0.61 + ,-0.48 + ,-0.3 + ,-0.1 + ,0.11 + ,0.32 + ,0.49 + ,0.63 + ,0.71 + ,0.74 + ,0.7 + ,0.61 + ,0.48 + ,0.3 + ,0.1 + ,-0.11 + ,-0.31 + ,-0.48 + ,-0.62 + ,-0.7 + ,-0.73 + ,-0.7 + ,-0.61 + ,-0.47 + ,-0.29 + ,-0.09 + ,0.12 + ,0.32 + ,0.5 + ,0.63 + ,0.72 + ,0.74 + ,0.71 + ,0.62 + ,0.49 + ,0.31 + ,0.12 + ,-0.03 + ,-0.09 + ,-0.29 + ,-0.47 + ,-0.61 + ,-0.7 + ,-0.73 + ,-0.71 + ,-0.63 + ,-0.5 + ,-0.33 + ,-0.13 + ,0.08 + ,0.28 + ,0.47 + ,0.61 + ,0.71 + ,0.75 + ,0.73 + ,0.66 + ,5.37E-001 + ,0.37 + ,0.18 + ,-0.02 + ,-0.23 + ,-0.41 + ,-0.57 + ,-0.68 + ,-0.73 + ,-0.73 + ,-0.67 + ,-0.56 + ,-0.4 + ,-0.22 + ,-0.01 + ,0.2 + ,0.39 + ,0.55 + ,0.67 + ,0.74 + ,0.75 + ,0.71 + ,0.61 + ,0.47 + ,0.29 + ,0.09 + ,-0.12 + ,-0.31 + ,-0.48 + ,-0.62 + ,-0.71 + ,-0.74 + ,-0.72 + ,-0.64 + ,-0.51 + ,-0.34 + ,-0.15 + ,0.06 + ,0.26 + ,0.45 + ,0.6 + ,0.7 + ,0.75 + ,0.75 + ,0.69 + ,0.58 + ,0.43 + ,0.37 + ,0.25 + ,0.05 + ,-0.16 + ,-0.35 + ,-0.52 + ,-0.64 + ,-0.72 + ,-0.75 + ,-0.72 + ,-0.63 + ,-0.5 + ,-0.33 + ,-0.13 + ,0.08 + ,0.28 + ,0.46 + ,0.61 + ,0.71 + ,0.76 + ,0.76 + ,0.7 + ,0.59 + ,0.43 + ,0.25 + ,0.05 + ,-0.15 + ,-0.35 + 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,0.85 + ,0.82 + ,0.74 + ,0.63 + ,0.48 + ,0.3 + ,0.11 + ,-0.08 + ,-0.28 + ,-0.45 + ,-0.6 + ,-0.72 + ,-0.79 + ,-0.83 + ,-0.81 + ,-0.76 + ,-0.66 + ,-0.52 + ,-0.35 + ,-0.17 + ,0.02 + ,0.22 + ,0.4 + ,0.56 + ,0.69 + ,0.79 + ,0.85 + ,0.86 + ,0.83 + ,0.75 + ,0.64 + ,0.49 + ,0.32 + ,0.13 + ,-0.06 + ,-0.1 + ,-0.26 + ,-0.43 + ,-0.59 + ,-0.71 + ,-0.79 + ,-0.83 + ,-0.82 + ,-0.77 + ,-0.68 + ,-0.55 + ,-0.39 + ,-0.21 + ,-0.02 + ,0.18 + ,0.36 + ,0.53 + ,0.67 + ,0.77 + ,0.84 + ,0.87 + ,0.85 + ,0.78 + ,0.68 + ,0.54 + ,0.38 + ,0.2 + ,0 + ,-0.19 + ,-0.37 + ,-0.54 + ,-0.67 + ,-0.77 + ,-0.82 + ,-0.84 + ,-0.8 + ,-0.73 + ,-0.61 + ,-0.46 + ,-0.29 + ,-0.11 + ,0.09 + ,0.28 + ,0.45 + ,0.61 + ,0.73 + ,0.82 + ,0.86 + ,0.87 + ,0.83 + ,0.74 + ,0.63 + ,0.47 + ,0.3 + ,0.11 + ,-0.08 + ,-0.27 + ,-0.45 + ,-0.6 + ,-0.72 + ,-0.8 + ,-0.84 + ,-0.83 + ,-0.79 + ,-0.7 + ,-0.57) > par7 = 'Z' > par6 = 'Y' > par5 = '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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/191621209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2wr731209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3u02s1209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4n7rw1209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/57tq81209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -0.0013274 -0.0006929 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6rw351209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] -0.95849262 -0.91937047 -0.88024832 -0.84112618 -0.80200403 -0.76288188 [7] -0.72375973 -0.68463759 -0.64551544 -0.60639329 -0.56727114 -0.52814899 [13] -0.48902685 -0.44990470 -0.41078255 -0.37166040 -0.33253826 -0.29341611 [19] -0.25429396 -0.21517181 -0.17604966 -0.13692752 -0.09780537 -0.05868322 [25] -0.01956107 0.01956107 0.05868322 0.09780537 0.13692752 0.17604966 [31] 0.21517181 0.25429396 0.29341611 0.33253826 0.37166040 0.41078255 [37] 0.44990470 0.48902685 0.52814899 0.56727114 0.60639329 0.64551544 [43] 0.68463759 0.72375973 0.76288188 0.80200403 0.84112618 0.88024832 [49] 0.91937047 0.95849262 $yords [1] -0.055907148 -0.053625224 -0.051343299 -0.049061375 -0.046779450 [6] -0.044497526 -0.042215602 -0.039933677 -0.037651753 -0.035369828 [11] -0.033087904 -0.030805979 -0.028524055 -0.026242131 -0.023960206 [16] -0.021678282 -0.019396357 -0.017114433 -0.014832509 -0.012550584 [21] -0.010268660 -0.007986735 -0.005704811 -0.003422887 -0.001140962 [26] 0.001140962 0.003422887 0.005704811 0.007986735 0.010268660 [31] 0.012550584 0.014832509 0.017114433 0.019396357 0.021678282 [36] 0.023960206 0.026242131 0.028524055 0.030805979 0.033087904 [41] 0.035369828 0.037651753 0.039933677 0.042215602 0.044497526 [46] 0.046779450 0.049061375 0.051343299 0.053625224 0.055907148 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.186282e-108 3.798338e-101 3.730475e-94 1.972766e-87 5.474844e-81 [2,] 1.508897e-101 1.486923e-94 8.742786e-88 2.877445e-81 5.070248e-75 [3,] 6.679871e-95 3.613535e-88 1.216182e-81 2.415577e-75 2.660886e-69 [4,] 1.883748e-88 5.616590e-82 1.042085e-75 1.195922e-69 8.009272e-64 [5,] 3.272977e-82 5.584165e-76 5.686886e-70 3.618285e-64 1.413373e-58 [6,] 3.376153e-76 3.447611e-70 1.990839e-64 6.935104e-59 1.512311e-53 [7,] 2.012421e-70 1.272440e-64 4.360269e-59 8.538754e-54 1.018678e-48 [8,] 6.823038e-65 2.726090e-59 5.751141e-54 6.623411e-49 4.407436e-44 [9,] 1.304939e-59 3.330248e-54 4.425312e-49 3.117897e-44 1.208849e-39 [10,] 1.402077e-54 2.297830e-49 1.947135e-44 8.609683e-40 2.028022e-35 [11,] 8.445963e-50 8.912245e-45 4.845911e-40 1.363818e-35 2.007829e-31 [12,] 2.849799e-45 1.938586e-40 6.784180e-36 1.224005e-31 1.144456e-27 [13,] 5.383588e-41 2.362286e-36 5.328415e-32 6.184617e-28 3.703089e-24 [14,] 5.692849e-37 1.611766e-32 2.344881e-28 1.753872e-24 6.752334e-21 [15,] 3.369341e-33 6.155846e-29 5.778344e-25 2.787369e-21 6.913730e-18 [16,] 1.116090e-29 1.315958e-25 7.971241e-22 2.480870e-18 3.968295e-15 [17,] 2.069124e-26 1.574519e-22 6.155192e-19 1.236239e-15 1.275877e-12 [18,] 2.146907e-23 1.054414e-19 2.660426e-16 3.448820e-13 2.297437e-10 [19,] 1.246825e-20 3.952472e-17 6.437380e-14 5.387528e-11 2.317551e-08 [20,] 4.054024e-18 8.296084e-15 8.724101e-12 4.715863e-09 1.311123e-06 [21,] 7.391485e-16 9.767160e-13 6.635267e-10 2.319003e-07 4.175126e-05 [22,] 7.632238e-14 6.516736e-11 2.863605e-08 6.486379e-06 7.597390e-04 [23,] 4.756416e-12 2.628727e-09 7.494915e-07 1.106483e-04 8.519443e-03 [24,] 2.421898e-10 8.698466e-08 1.618318e-05 1.569449e-03 8.029506e-02 [25,] 1.582171e-08 3.704390e-06 4.503937e-04 2.860635e-02 9.594862e-01 [26,] 9.892513e-07 1.511770e-04 1.202007e-02 4.998446e-01 1.096817e+01 [27,] 3.976102e-05 3.982309e-03 2.083778e-01 5.733925e+00 8.388358e+01 [28,] 9.319529e-04 6.161153e-02 2.145010e+00 3.976422e+01 3.998877e+02 [29,] 1.265503e-02 5.589297e-01 1.320148e+01 1.702866e+02 1.240441e+03 [30,] 1.010356e-01 3.049173e+00 5.070874e+01 4.823697e+02 2.751206e+03 [31,] 4.898045e-01 1.054676e+01 1.317909e+02 1.001429e+03 4.780968e+03 [32,] 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5.955216e-04 [47,] 2.569241e+00 1.730405e-01 7.400084e-03 2.439466e-04 6.207774e-06 [48,] 9.322440e-02 4.090066e-03 1.113482e-04 2.289476e-06 3.669260e-08 [49,] 1.941179e-03 5.524657e-05 9.555310e-07 1.221438e-08 1.226568e-10 [50,] 2.304671e-05 4.243926e-07 4.659683e-09 3.695894e-11 2.315212e-13 [,31] [,32] [,33] [,34] [,35] [1,] 2.177465e+00 1.165990e+01 3.785999e+01 1.029734e+02 3.248563e+02 [2,] 3.824059e+01 1.411852e+02 3.407838e+02 8.047055e+02 2.111642e+03 [3,] 3.975502e+02 1.036769e+03 1.970362e+03 4.144256e+03 8.695995e+03 [4,] 2.497616e+03 4.757095e+03 7.556752e+03 1.404274e+04 2.284697e+04 [5,] 9.728147e+03 1.409660e+04 1.962262e+04 3.121950e+04 3.891878e+04 [6,] 2.415110e+04 2.784902e+04 3.477416e+04 4.576967e+04 4.429964e+04 [7,] 3.926650e+04 3.769837e+04 4.222173e+04 4.499970e+04 3.515707e+04 [8,] 4.292808e+04 3.574869e+04 3.536629e+04 3.028755e+04 2.052856e+04 [9,] 3.237729e+04 2.407838e+04 2.049448e+04 1.416813e+04 9.688113e+03 [10,] 1.715348e+04 1.147538e+04 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4.093286e+03 5.090074e+03 5.820552e+03 9.641322e+03 1.433015e+04 [3,] 1.247666e+04 1.268913e+04 1.565782e+04 2.461576e+04 2.811984e+04 [4,] 2.491355e+04 2.341874e+04 3.156241e+04 4.237251e+04 3.758680e+04 [5,] 3.429133e+04 3.375529e+04 4.605549e+04 5.081829e+04 3.723596e+04 [6,] 3.486745e+04 3.843061e+04 4.909152e+04 4.524700e+04 3.037965e+04 [7,] 2.814957e+04 3.470061e+04 3.980430e+04 3.151880e+04 2.263539e+04 [8,] 1.931095e+04 2.514839e+04 2.488622e+04 1.767486e+04 1.722127e+04 [9,] 1.165189e+04 1.421127e+04 1.164904e+04 8.886241e+03 1.417173e+04 [10,] 5.793941e+03 5.820672e+03 4.198323e+03 5.131363e+03 1.231580e+04 [11,] 2.094362e+03 1.669444e+03 1.536024e+03 3.834481e+03 1.095499e+04 [12,] 5.075380e+02 3.988713e+02 8.741266e+02 3.262276e+03 9.418899e+03 [13,] 8.805165e+01 1.494710e+02 6.928349e+02 2.755872e+03 8.121200e+03 [14,] 1.988712e+01 1.051065e+02 5.781207e+02 2.435500e+03 7.981080e+03 [15,] 1.143460e+01 8.716875e+01 5.279612e+02 2.460615e+03 8.137493e+03 [16,] 9.471045e+00 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1.029728e-14 1.362720e-17 1.080634e-20 4.741088e-24 [45,] 1.017793e-14 1.157703e-17 8.695265e-21 4.126441e-24 1.130219e-27 [46,] 1.229019e-17 7.987516e-21 3.347382e-24 9.195758e-28 1.537209e-31 [47,] 8.743281e-21 3.350797e-24 7.882670e-28 1.218749e-31 1.206175e-35 [48,] 3.600189e-24 8.389093e-28 1.136524e-31 9.788676e-36 5.549582e-40 [49,] 8.472473e-28 1.228735e-31 9.905171e-36 4.815489e-40 1.527073e-44 [50,] 1.130295e-31 1.036119e-35 5.116107e-40 1.445815e-44 2.557065e-49 [,41] [,42] [,43] [,44] [,45] [1,] 5.947525e+03 4.386225e+03 2.426176e+03 2.567516e+03 3.766912e+03 [2,] 1.320162e+04 7.795765e+03 5.765997e+03 8.469759e+03 1.009508e+04 [3,] 1.991984e+04 1.198923e+04 1.416312e+04 2.016517e+04 1.877288e+04 [4,] 2.316152e+04 1.942643e+04 2.887323e+04 3.442420e+04 2.599034e+04 [5,] 2.487423e+04 3.097551e+04 4.485601e+04 4.477550e+04 2.932918e+04 [6,] 2.742402e+04 4.224232e+04 5.479625e+04 4.836995e+04 3.008584e+04 [7,] 2.990753e+04 4.792265e+04 5.682773e+04 4.793933e+04 3.028512e+04 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2.308997e+04 2.428147e+04 2.181068e+04 1.399974e+04 5.890371e+03 [23,] 2.255032e+04 2.080695e+04 1.591973e+04 8.577181e+03 2.967904e+03 [24,] 2.167404e+04 1.606637e+04 9.694476e+03 4.114040e+03 1.083506e+03 [25,] 1.947420e+04 1.081649e+04 4.721833e+03 1.429358e+03 2.612248e+02 [26,] 1.535409e+04 6.122034e+03 1.775364e+03 3.452298e+02 4.027562e+01 [27,] 9.999051e+03 2.858408e+03 5.329307e+02 6.216115e+01 4.291208e+00 [28,] 5.181920e+03 1.076369e+03 1.322790e+02 9.361552e+00 3.739499e-01 [29,] 2.007791e+03 2.994872e+02 2.488270e+01 1.128673e+00 2.762966e-02 [30,] 5.313475e+02 5.524391e+01 3.100893e+00 9.263211e-02 1.460231e-03 [31,] 8.919597e+01 6.281350e+00 2.353127e-01 4.636213e-03 4.772376e-05 [32,] 9.111386e+00 4.243144e-01 1.046827e-02 1.351942e-04 9.082469e-07 [33,] 5.586254e-01 1.678476e-02 2.689364e-04 2.259101e-06 9.865990e-09 [34,] 2.080825e-02 3.898898e-04 3.980978e-06 2.153090e-08 6.079476e-11 [35,] 4.900022e-04 5.443757e-06 3.431452e-08 1.174505e-10 2.125256e-13 [36,] 7.698806e-06 4.793753e-08 1.773980e-10 3.721796e-13 4.242068e-16 [37,] 8.269351e-08 2.819911e-10 5.800394e-13 7.086181e-16 4.920728e-19 [38,] 5.866105e-10 1.131157e-12 1.271111e-15 8.577373e-19 3.442568e-22 [39,] 2.582863e-12 2.973382e-15 1.894871e-18 6.985444e-22 1.540785e-25 [40,] 6.720226e-15 4.811103e-18 1.837009e-21 3.858687e-25 4.657124e-29 [41,] 1.005194e-17 4.573253e-21 1.088175e-24 1.375644e-28 9.513519e-33 [42,] 8.531672e-21 2.490207e-24 3.768585e-28 2.976226e-32 1.244631e-36 [43,] 4.086101e-24 7.676909e-28 7.455611e-32 3.748794e-36 9.818684e-41 [44,] 1.102177e-27 1.333254e-31 8.337019e-36 2.691199e-40 4.492605e-45 [45,] 1.674866e-31 1.302085e-35 5.245738e-40 1.090575e-44 1.169268e-49 [46,] 1.436939e-35 7.150704e-40 1.854116e-44 2.484560e-49 1.715995e-54 [47,] 6.992352e-40 2.211239e-44 3.680413e-49 3.177170e-54 1.414817e-59 [48,] 1.945610e-44 3.862340e-49 4.106216e-54 2.279670e-59 6.543794e-65 [49,] 3.135572e-49 3.832416e-54 2.580278e-59 9.182107e-65 1.697158e-70 [50,] 2.979533e-54 2.181013e-59 9.167988e-65 2.078896e-70 2.468734e-76 [,46] [,47] [,48] [,49] [,50] [1,] 3.562023e+03 1.951718e+03 6.331325e+02 1.301005e+02 2.612397e+01 [2,] 7.220916e+03 3.097479e+03 8.423623e+02 1.889972e+02 9.245569e+01 [3,] 1.067822e+04 3.874127e+03 1.059046e+03 4.267742e+02 3.559208e+02 [4,] 1.264789e+04 4.435279e+03 1.677131e+03 1.173216e+03 9.361134e+02 [5,] 1.358325e+04 5.560656e+03 3.152158e+03 2.486213e+03 1.627156e+03 [6,] 1.482560e+04 7.466785e+03 5.094945e+03 3.779976e+03 2.254266e+03 [7,] 1.588242e+04 8.982816e+03 6.614311e+03 5.033586e+03 3.149056e+03 [8,] 1.526763e+04 9.754030e+03 8.410808e+03 6.970042e+03 4.073282e+03 [9,] 1.454969e+04 1.158847e+04 1.130269e+04 8.513871e+03 3.988036e+03 [10,] 1.599771e+04 1.454787e+04 1.287681e+04 7.710855e+03 2.888568e+03 [11,] 1.799694e+04 1.532411e+04 1.089695e+04 5.321435e+03 1.837344e+03 [12,] 1.773097e+04 1.260543e+04 7.411123e+03 3.426092e+03 1.222283e+03 [13,] 1.549362e+04 9.193828e+03 5.003055e+03 2.301398e+03 7.390620e+02 [14,] 1.347054e+04 6.998613e+03 3.449393e+03 1.328530e+03 3.185860e+02 [15,] 1.195264e+04 5.263618e+03 2.014827e+03 5.490914e+02 8.886050e+01 [16,] 1.002275e+04 3.579919e+03 9.719981e+02 1.761235e+02 1.916095e+01 [17,] 8.036366e+03 2.424710e+03 5.119665e+02 7.196434e+01 6.499117e+00 [18,] 6.574274e+03 1.843261e+03 3.548277e+02 4.512236e+01 3.684600e+00 [19,] 5.504854e+03 1.456551e+03 2.529116e+02 2.801723e+01 1.936237e+00 [20,] 4.343250e+03 1.019941e+03 1.517907e+02 1.395045e+01 7.596989e-01 [21,] 2.911994e+03 5.797849e+02 7.048352e+01 4.998929e+00 1.975707e-01 [22,] 1.559526e+03 2.492824e+02 2.290347e+01 1.158278e+00 3.129846e-02 [23,] 6.175771e+02 7.304168e+01 4.708756e+00 1.611702e-01 2.885524e-03 [24,] 1.628542e+02 1.330105e+01 5.749122e-01 1.296991e-02 1.516190e-04 [25,] 2.649443e+01 1.432295e+00 4.051501e-02 5.944293e-04 4.503886e-06 [26,] 2.612047e+00 9.052365e-02 1.644806e-03 1.552318e-05 7.573128e-08 [27,] 1.670369e-01 3.542194e-03 4.002445e-05 2.376845e-07 7.355888e-10 [28,] 8.305101e-03 1.012483e-04 6.695089e-07 2.374556e-09 4.472079e-12 [29,] 3.628911e-04 2.551521e-06 9.601436e-09 1.934266e-11 2.085308e-14 [30,] 1.208755e-05 5.241662e-08 1.190169e-10 1.416559e-13 8.858609e-17 [31,] 2.556280e-07 7.107676e-10 1.024525e-12 7.652589e-16 2.963067e-19 [32,] 3.162693e-09 5.696172e-12 5.299186e-15 2.544475e-18 6.303571e-22 [33,] 2.230551e-11 2.604655e-14 1.568846e-17 4.870292e-21 7.788601e-25 [34,] 8.898569e-14 6.728285e-17 2.623256e-20 5.268739e-24 5.448245e-28 [35,] 2.004855e-16 9.792655e-20 2.468474e-23 3.205972e-27 2.143525e-31 [36,] 2.556830e-19 8.033213e-23 1.306395e-26 1.095948e-30 4.735087e-35 [37,] 1.861038e-22 3.727269e-26 3.893370e-30 2.105186e-34 5.871177e-39 [38,] 7.886662e-26 9.875677e-30 6.562159e-34 2.276319e-38 4.088717e-43 [39,] 2.025603e-29 1.527528e-33 6.323088e-38 1.392425e-42 1.602692e-47 [40,] 3.350936e-33 1.440020e-37 3.568382e-42 4.876715e-47 3.555861e-52 [41,] 3.755805e-37 8.805135e-42 1.234949e-46 1.004099e-51 4.525477e-57 [42,] 2.832746e-41 3.657066e-46 2.791548e-51 1.276213e-56 3.400118e-62 [43,] 1.357757e-45 1.016957e-50 4.293584e-56 1.066725e-61 1.587973e-67 [44,] 3.900610e-50 1.783294e-55 4.396269e-61 6.071828e-67 4.909201e-73 [45,] 6.477343e-55 1.863707e-60 2.816913e-66 2.286315e-72 1.033388e-78 [46,] 6.107711e-60 1.122384e-65 1.070013e-71 5.347041e-78 1.429254e-84 [47,] 3.244507e-65 3.832257e-71 2.335552e-77 7.376676e-84 1.218815e-90 [48,] 9.677372e-71 7.365727e-77 2.886332e-83 5.832849e-90 6.102844e-97 [49,] 1.618525e-76 7.945383e-83 2.006575e-89 2.608123e-96 1.747388e-103 [50,] 1.517204e-82 4.804171e-89 7.825938e-96 6.556477e-103 2.826191e-110 > 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 0.0001150 -0.0386156 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/748qd1209693783.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=8.3333333333333) > op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z)) > op $xords [1] -0.948481263 -0.909155497 -0.869829731 -0.830503966 -0.791178200 [6] -0.751852434 -0.712526668 -0.673200902 -0.633875136 -0.594549371 [11] -0.555223605 -0.515897839 -0.476572073 -0.437246307 -0.397920541 [16] -0.358594775 -0.319269010 -0.279943244 -0.240617478 -0.201291712 [21] -0.161965946 -0.122640180 -0.083314415 -0.043988649 -0.004662883 [26] 0.034662883 0.073988649 0.113314415 0.152640180 0.191965946 [31] 0.231291712 0.270617478 0.309943244 0.349269010 0.388594775 [36] 0.427920541 0.467246307 0.506572073 0.545897839 0.585223605 [41] 0.624549371 0.663875136 0.703200902 0.742526668 0.781852434 [46] 0.821178200 0.860503966 0.899829731 0.939155497 0.978481263 $yords [1] -0.055907148 -0.053625224 -0.051343299 -0.049061375 -0.046779450 [6] -0.044497526 -0.042215602 -0.039933677 -0.037651753 -0.035369828 [11] -0.033087904 -0.030805979 -0.028524055 -0.026242131 -0.023960206 [16] -0.021678282 -0.019396357 -0.017114433 -0.014832509 -0.012550584 [21] -0.010268660 -0.007986735 -0.005704811 -0.003422887 -0.001140962 [26] 0.001140962 0.003422887 0.005704811 0.007986735 0.010268660 [31] 0.012550584 0.014832509 0.017114433 0.019396357 0.021678282 [36] 0.023960206 0.026242131 0.028524055 0.030805979 0.033087904 [41] 0.035369828 0.037651753 0.039933677 0.042215602 0.044497526 [46] 0.046779450 0.049061375 0.051343299 0.053625224 0.055907148 $zden [,1] [,2] [,3] [,4] [,5] [1,] 5.401757e-108 8.855148e-101 8.213266e-94 4.106319e-87 1.078390e-80 [2,] 3.816847e-101 3.547869e-94 1.970131e-87 6.131002e-81 1.022712e-74 [3,] 1.724966e-94 8.791935e-88 2.793266e-81 5.245179e-75 5.470357e-69 [4,] 4.953304e-88 1.389462e-81 2.430773e-75 2.635718e-69 1.670882e-63 [5,] 8.736340e-82 1.400809e-75 1.343344e-69 8.065945e-64 2.980222e-58 [6,] 9.113175e-76 8.741114e-70 4.749027e-64 1.559286e-58 3.212314e-53 [7,] 5.470255e-70 3.248008e-64 1.046819e-58 1.930919e-53 2.173668e-48 [8,] 1.859505e-64 6.975453e-59 1.383972e-53 1.501136e-48 9.420748e-44 [9,] 3.549939e-59 8.504209e-54 1.062702e-48 7.052385e-44 2.578995e-39 [10,] 3.790373e-54 5.829838e-49 4.645061e-44 1.934706e-39 4.299605e-35 [11,] 2.259072e-49 2.236614e-44 1.143306e-39 3.030849e-35 4.210694e-31 [12,] 7.508778e-45 4.791354e-40 1.576066e-35 2.678231e-31 2.363373e-27 [13,] 1.391275e-40 5.725295e-36 1.213666e-31 1.326710e-27 7.497887e-24 [14,] 1.436809e-36 3.814387e-32 5.214847e-28 3.673611e-24 1.335212e-20 [15,] 8.270259e-33 1.416722e-28 1.249734e-24 5.679057e-21 1.330445e-17 [16,] 2.653493e-29 2.933735e-25 1.670475e-21 4.900282e-18 7.410228e-15 [17,] 4.746648e-26 3.388121e-22 1.245865e-18 2.361094e-15 2.307783e-12 [18,] 4.735807e-23 2.183445e-19 5.188743e-16 6.359915e-13 4.025047e-10 [19,] 2.637191e-20 7.859814e-17 1.208543e-13 9.598256e-11 3.944259e-08 [20,] 8.207823e-18 1.583477e-14 1.578646e-11 8.149060e-09 2.184611e-06 [21,] 1.432976e-15 1.793676e-12 1.163497e-09 3.924382e-07 6.917060e-05 [22,] 1.424595e-13 1.161268e-10 4.928770e-08 1.095274e-05 1.284336e-03 [23,] 8.730452e-12 4.651486e-09 1.298948e-06 1.916883e-04 1.511131e-02 [24,] 4.571962e-10 1.579746e-07 2.870498e-05 2.768759e-03 1.435408e-01 [25,] 3.003600e-08 6.637581e-06 7.674426e-04 4.675032e-02 1.516266e+00 [26,] 1.776582e-06 2.534730e-04 1.886569e-02 7.358828e-01 1.515349e+01 [27,] 6.638722e-05 6.181300e-03 3.007371e-01 7.681118e+00 1.037957e+02 [28,] 1.437508e-03 8.799595e-02 2.828771e+00 4.811833e+01 4.393857e+02 [29,] 1.788314e-02 7.259939e-01 1.564290e+01 1.819633e+02 1.182083e+03 [30,] 1.289851e-01 3.529895e+00 5.259700e+01 4.447522e+02 2.289213e+03 [31,] 5.524290e-01 1.059686e+01 1.177036e+02 8.182601e+02 3.833516e+03 [32,] 1.492546e+00 2.201151e+01 2.090577e+02 1.355700e+03 5.973848e+03 [33,] 2.981343e+00 3.938526e+01 3.544158e+02 2.120265e+03 8.165601e+03 [34,] 6.576567e+00 8.134581e+01 6.297503e+02 3.055972e+03 9.527273e+03 [35,] 2.563130e+01 2.306191e+02 1.224303e+03 4.169834e+03 1.014605e+04 [36,] 1.178897e+02 6.834757e+02 2.366959e+03 5.681827e+03 1.149587e+04 [37,] 3.926178e+02 1.594207e+03 4.168003e+03 8.232958e+03 1.463957e+04 [38,] 9.053055e+02 3.009700e+03 6.974037e+03 1.215960e+04 1.821436e+04 [39,] 1.687729e+03 5.153504e+03 1.078672e+04 1.611598e+04 1.993598e+04 [40,] 2.843423e+03 7.825921e+03 1.426993e+04 1.828073e+04 1.945893e+04 [41,] 4.158740e+03 1.000891e+04 1.599711e+04 1.809818e+04 1.792952e+04 [42,] 5.104149e+03 1.086068e+04 1.545009e+04 1.577925e+04 1.576797e+04 [43,] 5.335392e+03 1.009457e+04 1.264243e+04 1.178188e+04 1.340659e+04 [44,] 4.751831e+03 7.774923e+03 8.302155e+03 7.640692e+03 1.237392e+04 [45,] 3.442803e+03 4.634174e+03 4.260583e+03 5.185967e+03 1.304585e+04 [46,] 1.882153e+03 2.025122e+03 1.962459e+03 4.498132e+03 1.378607e+04 [47,] 7.280983e+02 6.795949e+02 1.182772e+03 4.373650e+03 1.314248e+04 [48,] 1.968322e+02 2.529332e+02 9.904396e+02 3.961945e+03 1.059959e+04 [49,] 4.654481e+01 1.618647e+02 8.432156e+02 3.014572e+03 6.667752e+03 [50,] 1.951633e+01 1.266842e+02 6.024824e+02 1.756406e+03 3.008349e+03 [,6] [,7] [,8] [,9] [,10] [1,] 1.470196e-74 1.035337e-68 3.758417e-63 7.027399e-58 6.765796e-53 [2,] 8.937563e-69 4.050194e-63 9.476526e-58 1.142830e-52 7.098648e-48 [3,] 3.042942e-63 8.847558e-58 1.332704e-52 1.036133e-47 4.151648e-43 [4,] 5.834368e-58 1.081808e-52 1.046418e-47 5.239736e-43 1.353876e-38 [5,] 6.368545e-53 7.439297e-48 4.596773e-43 1.479310e-38 2.462948e-34 [6,] 4.037971e-48 2.904906e-43 1.134526e-38 2.336045e-34 2.501797e-30 [7,] 1.535641e-43 6.557643e-39 1.586544e-34 2.071153e-30 1.421482e-26 [8,] 3.640679e-39 8.815445e-35 1.277301e-30 1.038691e-26 4.533361e-23 [9,] 5.519475e-35 7.332377e-31 6.082997e-27 2.988639e-23 8.169964e-20 [10,] 5.312603e-31 3.887901e-27 1.778458e-23 5.056415e-20 8.426708e-17 [11,] 3.138581e-27 1.313973e-23 3.299717e-20 5.211062e-17 5.085858e-14 [12,] 1.096352e-23 2.746983e-20 3.911994e-17 3.388563e-14 1.856294e-11 [13,] 2.204291e-20 3.420293e-17 2.890865e-14 1.409312e-11 4.247285e-09 [14,] 2.511756e-17 2.464034e-14 1.282910e-11 3.681150e-09 6.213361e-07 [15,] 1.609665e-14 1.009854e-11 3.317053e-09 5.833206e-07 5.755017e-05 [16,] 5.783593e-12 2.335791e-09 4.909547e-07 5.442693e-05 3.280427e-03 [17,] 1.164783e-09 3.042487e-07 4.130861e-05 2.942263e-03 1.122046e-01 [18,] 1.317498e-07 2.236530e-05 1.978150e-03 9.192442e-02 2.280829e+00 [19,] 8.409034e-06 9.339318e-04 5.437551e-02 1.675864e+00 2.776884e+01 [20,] 3.054980e-04 2.242910e-02 8.724332e-01 1.820143e+01 2.069687e+02 [21,] 6.416485e-03 3.162918e-01 8.386931e+00 1.213377e+02 9.724634e+02 [22,] 8.030026e-02 2.711164e+00 5.012507e+01 5.145112e+02 2.972232e+03 [23,] 6.447869e-01 1.510665e+01 1.971208e+02 1.453245e+03 6.168319e+03 [24,] 4.062224e+00 6.391161e+01 5.711378e+02 2.981846e+03 9.495306e+03 [25,] 2.660975e+01 2.593460e+02 1.466322e+03 5.170226e+03 1.258164e+04 [26,] 1.669207e+02 1.010827e+03 3.581090e+03 8.472983e+03 1.613110e+04 [27,] 7.535794e+02 3.043259e+03 7.426091e+03 1.302890e+04 2.035328e+04 [28,] 2.218466e+03 6.580391e+03 1.279901e+04 1.902114e+04 2.470519e+04 [29,] 4.564163e+03 1.145022e+04 2.022955e+04 2.645204e+04 2.728010e+04 [30,] 7.789506e+03 1.831633e+04 2.952146e+04 3.257118e+04 2.621686e+04 [31,] 1.232696e+04 2.639770e+04 3.676273e+04 3.387446e+04 2.247021e+04 [32,] 1.723293e+04 3.182734e+04 3.801560e+04 3.106993e+04 1.925042e+04 [33,] 2.004640e+04 3.199758e+04 3.526909e+04 2.925412e+04 1.886090e+04 [34,] 1.992080e+04 2.997940e+04 3.485390e+04 3.120035e+04 2.001635e+04 [35,] 1.952503e+04 3.098789e+04 3.831570e+04 3.358236e+04 1.969353e+04 [36,] 2.166867e+04 3.465905e+04 4.057269e+04 3.221282e+04 1.750476e+04 [37,] 2.502842e+04 3.602432e+04 3.785998e+04 2.847995e+04 1.618664e+04 [38,] 2.612737e+04 3.311288e+04 3.370652e+04 2.723383e+04 1.692997e+04 [39,] 2.439897e+04 3.009870e+04 3.337460e+04 2.911270e+04 1.850352e+04 [40,] 2.271747e+04 3.050874e+04 3.614126e+04 3.208545e+04 2.104092e+04 [41,] 2.248697e+04 3.284669e+04 4.013042e+04 3.708360e+04 2.520394e+04 [42,] 2.280817e+04 3.640799e+04 4.693445e+04 4.425736e+04 2.914173e+04 [43,] 2.430043e+04 4.260805e+04 5.528636e+04 4.952199e+04 3.068585e+04 [44,] 2.775778e+04 4.904934e+04 5.971420e+04 4.907300e+04 2.956902e+04 [45,] 3.087365e+04 5.098678e+04 5.623511e+04 4.159839e+04 2.686015e+04 [46,] 3.079201e+04 4.569898e+04 4.382330e+04 2.922180e+04 2.398298e+04 [47,] 2.622077e+04 3.316058e+04 2.649572e+04 1.753586e+04 2.108457e+04 [48,] 1.773864e+04 1.803098e+04 1.210234e+04 1.027146e+04 1.672681e+04 [49,] 8.781907e+03 6.936717e+03 4.602590e+03 6.306055e+03 1.051998e+04 [50,] 2.971743e+03 1.918693e+03 1.863165e+03 3.448367e+03 4.705955e+03 [,11] [,12] [,13] [,14] [,15] [1,] 3.354354e-48 8.569021e-44 1.130723e-39 7.779629e-36 2.887173e-32 [2,] 2.270846e-43 3.743017e-39 3.185596e-35 1.411223e-31 3.351190e-28 [3,] 8.569550e-39 9.114802e-35 5.004440e-31 1.428206e-27 2.173185e-24 [4,] 1.803098e-34 1.237677e-30 4.384922e-27 8.066101e-24 7.875156e-21 [5,] 2.115980e-30 9.374189e-27 2.143674e-23 2.543227e-20 1.595360e-17 [6,] 1.385762e-26 3.962283e-23 5.850363e-20 4.479534e-17 1.808035e-14 [7,] 5.069804e-23 9.353792e-20 8.920522e-17 4.411906e-14 1.147632e-11 [8,] 1.038029e-19 1.234856e-16 7.608841e-14 2.433274e-11 4.087082e-09 [9,] 1.193518e-16 9.136639e-14 3.637648e-11 7.531615e-09 8.188827e-07 [10,] 7.755624e-14 3.803162e-11 9.777892e-09 1.312713e-06 9.268304e-05 [11,] 2.881738e-11 8.965680e-09 1.485143e-06 1.294928e-04 5.961816e-03 [12,] 6.247330e-09 1.210897e-06 1.284979e-04 7.285133e-03 2.198658e-01 [13,] 8.145756e-07 9.549541e-05 6.415091e-03 2.364025e-01 4.706009e+00 [14,] 6.618900e-05 4.523668e-03 1.884465e-01 4.496825e+00 5.942505e+01 [15,] 3.437545e-03 1.332562e-01 3.348609e+00 5.126403e+01 4.520516e+02 [16,] 1.142923e-01 2.518123e+00 3.727225e+01 3.605972e+02 2.126759e+03 [17,] 2.394943e+00 3.106200e+01 2.700064e+02 1.624932e+03 6.407745e+03 [18,] 3.122378e+01 2.515615e+02 1.319959e+03 4.919730e+03 1.302293e+04 [19,] 2.539522e+02 1.344153e+03 4.480984e+03 1.058550e+04 1.935153e+04 [20,] 1.310662e+03 4.782327e+03 1.075800e+04 1.713777e+04 2.330199e+04 [21,] 4.392694e+03 1.149713e+04 1.863811e+04 2.212987e+04 2.463576e+04 [22,] 9.838746e+03 1.935339e+04 2.469111e+04 2.460257e+04 2.355413e+04 [23,] 1.558758e+04 2.498356e+04 2.819348e+04 2.557173e+04 2.047025e+04 [24,] 1.968494e+04 2.867285e+04 3.100457e+04 2.551695e+04 1.614360e+04 [25,] 2.305095e+04 3.220592e+04 3.288990e+04 2.354518e+04 1.149948e+04 [26,] 2.660194e+04 3.449591e+04 3.144990e+04 1.889759e+04 7.305407e+03 [27,] 2.914720e+04 3.275472e+04 2.525783e+04 1.268487e+04 4.170596e+03 [28,] 2.848244e+04 2.594502e+04 1.671283e+04 7.335973e+03 2.151668e+03 [29,] 2.379115e+04 1.726712e+04 9.590240e+03 3.702751e+03 8.992426e+02 [30,] 1.749049e+04 1.033557e+04 4.811259e+03 1.471100e+03 2.618092e+02 [31,] 1.237703e+04 5.867517e+03 2.040088e+03 4.389870e+02 5.354404e+01 [32,] 9.622193e+03 3.623439e+03 9.094137e+02 1.408388e+02 1.339299e+01 [33,] 8.909771e+03 2.848885e+03 5.937530e+02 8.271140e+01 8.351788e+00 [34,] 8.634576e+03 2.467165e+03 4.881313e+02 7.218384e+01 8.196230e+00 [35,] 7.741352e+03 2.165636e+03 4.612118e+02 7.464420e+01 8.806511e+00 [36,] 6.964300e+03 2.129685e+03 4.878282e+02 8.079884e+01 1.009427e+01 [37,] 7.080959e+03 2.285099e+03 5.322086e+02 9.291219e+01 1.810472e+01 [38,] 7.674687e+03 2.519926e+03 6.190662e+02 1.362319e+02 9.200991e+01 [39,] 8.584159e+03 2.971553e+03 8.139139e+02 4.033065e+02 5.763953e+02 [40,] 1.023424e+04 3.684633e+03 1.511016e+03 1.854548e+03 2.477850e+03 [41,] 1.221995e+04 5.029272e+03 4.508640e+03 6.704177e+03 7.016941e+03 [42,] 1.410272e+04 9.151877e+03 1.307243e+04 1.633245e+04 1.406357e+04 [43,] 1.720705e+04 1.913528e+04 2.758306e+04 2.780398e+04 2.185192e+04 [44,] 2.332660e+04 3.370818e+04 4.161148e+04 3.529153e+04 2.832458e+04 [45,] 3.107862e+04 4.519426e+04 4.663418e+04 3.515851e+04 3.161337e+04 [46,] 3.559292e+04 4.597051e+04 3.960153e+04 2.849151e+04 2.963083e+04 [47,] 3.268790e+04 3.511723e+04 2.541698e+04 1.926560e+04 2.188397e+04 [48,] 2.276946e+04 1.947413e+04 1.239287e+04 1.085723e+04 1.184905e+04 [49,] 1.130539e+04 7.576868e+03 4.794635e+03 4.821565e+03 4.383522e+03 [50,] 3.777524e+03 2.082712e+03 1.538778e+03 1.528164e+03 1.042062e+03 [,16] [,17] [,18] [,19] [,20] [1,] 6.412938e-29 1.034325e-25 1.308761e-22 1.105385e-19 5.417126e-17 [2,] 4.680870e-25 4.641772e-22 3.632772e-19 1.941891e-16 6.078322e-14 [3,] 1.914625e-21 1.169757e-18 5.650235e-16 1.907907e-13 3.815477e-11 [4,] 4.389262e-18 1.656386e-15 4.929076e-13 1.049191e-10 1.340790e-08 [5,] 5.641711e-15 1.318990e-12 2.414840e-10 3.233031e-08 2.640540e-06 [6,] 4.068887e-12 5.913938e-10 6.656089e-08 5.592027e-06 2.919569e-04 [7,] 1.648781e-09 1.495845e-07 1.034881e-05 5.443401e-04 1.817524e-02 [8,] 3.761903e-07 2.140567e-05 9.111526e-04 2.994266e-02 6.400148e-01 [9,] 4.849310e-05 1.740729e-03 4.569497e-02 9.367518e-01 1.284419e+01 [10,] 3.549821e-03 8.098110e-02 1.316867e+00 1.683692e+01 1.486952e+02 [11,] 1.486835e-01 2.176140e+00 2.209055e+01 1.766010e+02 1.012543e+03 [12,] 3.601448e+00 3.423441e+01 2.196331e+02 1.106642e+03 4.182667e+03 [13,] 5.117712e+01 3.208603e+02 1.325401e+03 4.285286e+03 1.099260e+04 [14,] 4.344855e+02 1.830659e+03 5.000854e+03 1.074208e+04 1.968458e+04 [15,] 2.253366e+03 6.526736e+03 1.224619e+04 1.853762e+04 2.610933e+04 [16,] 7.340935e+03 1.506436e+04 2.053348e+04 2.381653e+04 2.760599e+04 [17,] 1.564633e+04 2.388239e+04 2.569189e+04 2.479329e+04 2.398078e+04 [18,] 2.341748e+04 2.882792e+04 2.678739e+04 2.196689e+04 1.668680e+04 [19,] 2.757827e+04 2.989252e+04 2.468020e+04 1.630796e+04 8.873989e+03 [20,] 2.848513e+04 2.773051e+04 1.949062e+04 9.782077e+03 3.550259e+03 [21,] 2.631143e+04 2.196003e+04 1.247535e+04 4.590584e+03 1.079895e+03 [22,] 2.091575e+04 1.399167e+04 6.071005e+03 1.588066e+03 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9.398548e+00 [37,] 1.647481e+01 2.112897e+01 2.428514e+01 4.442332e+01 8.616450e+01 [38,] 1.295195e+02 1.363919e+02 1.754978e+02 3.212193e+02 5.209393e+02 [39,] 6.636882e+02 6.475179e+02 9.629582e+02 1.537861e+03 2.182537e+03 [40,] 2.301480e+03 2.453539e+03 3.765549e+03 5.060693e+03 6.592870e+03 [41,] 5.993341e+03 7.385792e+03 1.046426e+04 1.206458e+04 1.483704e+04 [42,] 1.277591e+04 1.717452e+04 2.131201e+04 2.160924e+04 2.559835e+04 [43,] 2.291967e+04 3.056218e+04 3.235344e+04 2.957071e+04 3.382960e+04 [44,] 3.395531e+04 4.098978e+04 3.646511e+04 3.091099e+04 3.330211e+04 [45,] 3.960647e+04 4.035745e+04 3.020821e+04 2.435667e+04 2.366684e+04 [46,] 3.447771e+04 2.840311e+04 1.821234e+04 1.414487e+04 1.163523e+04 [47,] 2.138390e+04 1.390612e+04 7.923914e+03 5.798257e+03 3.726493e+03 [48,] 9.030480e+03 4.623630e+03 2.449809e+03 1.571825e+03 7.338499e+02 [49,] 2.486282e+03 1.032982e+03 5.177315e+02 2.643658e+02 8.534947e+01 [50,] 4.333290e+02 1.551046e+02 7.057011e+01 2.637399e+01 5.727932e+00 [,21] [,22] [,23] [,24] [,25] [1,] 1.545884e-14 2.968239e-12 4.467733e-10 4.833518e-08 3.116801e-06 [2,] 1.098497e-11 1.304792e-09 1.205300e-07 8.198693e-06 3.395906e-04 [3,] 4.378590e-09 3.230357e-07 1.832089e-05 7.826166e-04 2.084819e-02 [4,] 9.796474e-07 4.509880e-05 1.573300e-03 4.220256e-02 7.249513e-01 [5,] 1.231773e-04 3.557264e-03 7.661881e-02 1.292981e+00 1.439466e+01 [6,] 8.722536e-03 1.590225e-01 2.127941e+00 2.270594e+01 1.653587e+02 [7,] 3.491172e-01 4.049790e+00 3.399955e+01 2.318023e+02 1.123134e+03 [8,] 7.945724e+00 5.926206e+01 3.169449e+02 1.408131e+03 4.677660e+03 [9,] 1.038629e+02 5.055122e+02 1.764180e+03 5.289109e+03 1.265392e+04 [10,] 7.926497e+02 2.574440e+03 6.089911e+03 1.303334e+04 2.398510e+04 [11,] 3.628007e+03 8.141171e+03 1.382401e+04 2.272665e+04 3.404696e+04 [12,] 1.040103e+04 1.699591e+04 2.228460e+04 2.991803e+04 3.691791e+04 [13,] 1.995627e+04 2.542213e+04 2.738171e+04 3.031972e+04 2.972103e+04 [14,] 2.791012e+04 2.944185e+04 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1.561269e-10 7.057991e-10 1.615302e-07 [29,] 5.757871e-07 2.204303e-09 1.982769e-09 1.130907e-07 1.500591e-05 [30,] 4.324580e-08 4.381952e-08 2.813493e-07 1.159697e-05 8.578015e-04 [31,] 1.155274e-06 4.017165e-06 2.683506e-05 7.765087e-04 3.092768e-02 [32,] 6.711615e-05 2.513476e-04 1.701980e-03 3.365083e-02 7.244657e-01 [33,] 2.961398e-03 1.030444e-02 6.969054e-02 9.130932e-01 1.110985e+01 [34,] 8.710267e-02 2.823565e-01 1.764800e+00 1.503793e+01 1.099272e+02 [35,] 1.642161e+00 5.211068e+00 2.679205e+01 1.486638e+02 6.952896e+02 [36,] 2.036527e+01 6.287680e+01 2.422417e+02 8.976316e+02 2.879096e+03 [37,] 1.719302e+02 4.795250e+02 1.336497e+03 3.491812e+03 8.328954e+03 [38,] 9.938116e+02 2.315553e+03 4.787077e+03 9.526592e+03 1.809605e+04 [39,] 3.923509e+03 7.453541e+03 1.214090e+04 1.954603e+04 3.015026e+04 [40,] 1.090264e+04 1.725378e+04 2.304170e+04 3.029466e+04 3.757904e+04 [41,] 2.244175e+04 2.981096e+04 3.240535e+04 3.446749e+04 3.436107e+04 [42,] 3.474986e+04 3.773737e+04 3.283559e+04 2.833457e+04 2.258834e+04 [43,] 3.945640e+04 3.407046e+04 2.357815e+04 1.645662e+04 1.013783e+04 [44,] 3.194552e+04 2.143208e+04 1.165501e+04 6.404507e+03 2.900732e+03 [45,] 1.785761e+04 9.019028e+03 3.767512e+03 1.568153e+03 5.012817e+02 [46,] 6.548967e+03 2.407771e+03 7.558570e+02 2.303692e+02 5.068869e+01 [47,] 1.490657e+03 3.900552e+02 9.069142e+01 1.974216e+01 2.952473e+00 [48,] 2.020605e+02 3.729314e+01 6.365923e+00 9.721938e-01 9.841953e-02 [49,] 1.591892e+01 2.073593e+00 2.581283e-01 2.729322e-02 1.875321e-03 [50,] 7.198749e-01 6.656335e-02 5.999933e-03 4.350491e-04 2.047313e-05 [,26] [,27] [,28] [,29] [,30] [1,] 1.090386e-04 2.048051e-03 2.265373e-02 2.010857e-01 1.798723e+00 [2,] 7.716232e-03 9.547951e-02 7.275749e-01 4.809719e+00 3.130534e+01 [3,] 3.089126e-01 2.541212e+00 1.360990e+01 6.778359e+01 3.185720e+02 [4,] 7.049190e+00 3.906308e+01 1.505646e+02 5.697827e+02 1.934809e+03 [5,] 9.279341e+01 3.531356e+02 1.007249e+03 2.924261e+03 7.290871e+03 [6,] 7.186619e+02 1.932787e+03 4.218830e+03 9.562731e+03 1.813023e+04 [7,] 3.384366e+03 6.709027e+03 1.167134e+04 2.122849e+04 3.185188e+04 [8,] 1.022040e+04 1.579099e+04 2.279230e+04 3.394548e+04 4.081509e+04 [9,] 2.130293e+04 2.706025e+04 3.289278e+04 3.956881e+04 3.722667e+04 [10,] 3.288607e+04 3.496588e+04 3.475410e+04 3.231046e+04 2.306416e+04 [11,] 3.861768e+04 3.334121e+04 2.559642e+04 1.755084e+04 9.406369e+03 [12,] 3.360683e+04 2.232264e+04 1.250836e+04 6.118633e+03 2.517985e+03 [13,] 2.065989e+04 1.002821e+04 3.922935e+03 1.347093e+03 4.540570e+02 [14,] 8.578920e+03 2.923373e+03 7.735204e+02 1.876635e+02 5.736222e+01 [15,] 2.319022e+03 5.386548e+02 9.456731e+01 1.689728e+01 5.145820e+00 [16,] 3.954872e+02 6.128288e+01 7.101338e+00 1.020417e+00 3.177514e-01 [17,] 4.141433e+01 4.214352e+00 3.266851e-01 4.260321e-02 1.314475e-02 [18,] 2.603765e+00 1.720815e-01 9.288141e-03 1.227609e-03 3.869056e-04 [19,] 9.661039e-02 4.118615e-03 1.670343e-04 2.427854e-05 9.520058e-06 [20,] 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4.479280e+04 4.821724e+04 3.816727e+04 2.364425e+04 [10,] 2.575407e+04 3.846441e+04 4.233218e+04 3.511188e+04 2.280143e+04 [11,] 2.203226e+04 3.410865e+04 3.924753e+04 3.310629e+04 2.273418e+04 [12,] 1.985397e+04 3.197110e+04 3.685472e+04 3.164284e+04 2.398247e+04 [13,] 1.875306e+04 2.998918e+04 3.504594e+04 3.258718e+04 2.602818e+04 [14,] 1.758554e+04 2.878184e+04 3.628533e+04 3.545333e+04 2.625038e+04 [15,] 1.717804e+04 3.020518e+04 3.913817e+04 3.594184e+04 2.379962e+04 [16,] 1.837919e+04 3.227249e+04 3.923236e+04 3.360433e+04 2.124105e+04 [17,] 1.980695e+04 3.230567e+04 3.761492e+04 3.174007e+04 1.918179e+04 [18,] 2.069219e+04 3.214807e+04 3.682322e+04 2.975405e+04 1.667121e+04 [19,] 2.235160e+04 3.258772e+04 3.479365e+04 2.619928e+04 1.387858e+04 [20,] 2.434954e+04 3.117336e+04 3.045315e+04 2.182715e+04 1.133024e+04 [21,] 2.483853e+04 2.762688e+04 2.533432e+04 1.785260e+04 9.113037e+03 [22,] 2.396049e+04 2.373329e+04 2.088406e+04 1.413072e+04 6.347932e+03 [23,] 2.289466e+04 2.027870e+04 1.624354e+04 9.248561e+03 3.174435e+03 [24,] 2.110655e+04 1.588167e+04 1.011375e+04 4.232486e+03 1.019992e+03 [25,] 1.754749e+04 1.016961e+04 4.489025e+03 1.260313e+03 2.032172e+02 [26,] 1.279512e+04 5.154496e+03 1.430880e+03 2.526924e+02 2.630013e+01 [27,] 7.802840e+03 2.137153e+03 3.797117e+02 4.299100e+01 2.928087e+00 [28,] 3.775382e+03 7.821361e+02 1.049773e+02 8.750453e+00 4.215423e-01 [29,] 1.507912e+03 2.639895e+02 2.848867e+01 1.756300e+00 5.862500e-02 [30,] 5.093523e+02 7.140009e+01 5.626886e+00 2.376742e-01 5.258942e-03 [31,] 1.271105e+02 1.269806e+01 6.762072e-01 1.880502e-02 2.708061e-04 [32,] 2.004366e+01 1.334981e+00 4.652111e-02 8.397653e-04 7.822678e-06 [33,] 1.850418e+00 7.989340e-02 1.799903e-03 2.098140e-05 1.261523e-07 [34,] 9.785449e-02 2.695443e-03 3.899344e-05 2.926996e-07 1.134566e-09 [35,] 2.977047e-03 5.137530e-05 4.734211e-07 2.280601e-09 5.691051e-12 [36,] 5.323202e-05 5.592434e-07 3.236715e-09 9.944585e-12 1.593446e-14 [37,] 5.793699e-07 3.552906e-09 1.259305e-11 2.437966e-14 2.495148e-17 [38,] 3.981504e-09 1.362872e-11 2.843950e-14 3.391849e-17 2.193930e-20 [39,] 1.753347e-11 3.279882e-14 3.848903e-17 2.725952e-20 1.092163e-23 [40,] 4.852730e-14 5.056639e-17 3.245345e-20 1.303505e-23 3.127091e-27 [41,] 8.125625e-17 4.928758e-20 1.750210e-23 3.854793e-27 5.291500e-31 [42,] 7.951249e-20 2.928637e-23 5.998010e-27 7.269679e-31 5.495051e-35 [43,] 4.444977e-23 1.022857e-26 1.262802e-30 8.746968e-35 3.623862e-39 [44,] 1.401928e-26 2.047921e-30 1.572677e-34 6.515336e-39 1.528988e-43 [45,] 2.478919e-30 2.317360e-34 1.127155e-38 2.890269e-43 4.023110e-48 [46,] 2.450162e-34 1.471312e-38 4.575259e-43 7.411155e-48 6.349973e-53 [47,] 1.351984e-38 5.222966e-43 1.043056e-47 1.078832e-52 5.821470e-58 [48,] 4.163289e-43 1.034977e-47 1.330076e-52 8.830621e-58 3.038008e-63 [49,] 7.156416e-48 1.144139e-52 9.468762e-58 4.045284e-63 8.927354e-69 [50,] 6.871475e-53 7.055243e-58 3.759937e-63 1.034747e-68 1.469104e-74 [,46] [,47] [,48] [,49] [,50] [1,] 3.482400e+03 1.956124e+03 6.472270e+02 1.330388e+02 2.511385e+01 [2,] 7.306785e+03 3.190461e+03 8.680977e+02 1.794788e+02 7.991610e+01 [3,] 1.106123e+04 4.025324e+03 1.021803e+03 3.449768e+02 2.868510e+02 [4,] 1.323303e+04 4.381425e+03 1.350436e+03 8.765907e+02 7.251710e+02 [5,] 1.368174e+04 4.697838e+03 2.256938e+03 1.852110e+03 1.289307e+03 [6,] 1.323764e+04 5.545524e+03 3.719061e+03 3.012966e+03 1.992563e+03 [7,] 1.292268e+04 6.852074e+03 5.389292e+03 4.583176e+03 3.092146e+03 [8,] 1.304024e+04 8.416128e+03 7.880714e+03 6.937208e+03 4.083549e+03 [9,] 1.363512e+04 1.109388e+04 1.132528e+04 8.538525e+03 3.920413e+03 [10,] 1.529342e+04 1.451785e+04 1.298635e+04 7.647758e+03 2.864209e+03 [11,] 1.762973e+04 1.576662e+04 1.116710e+04 5.481381e+03 2.022487e+03 [12,] 1.888544e+04 1.381847e+04 8.160301e+03 3.995411e+03 1.564540e+03 [13,] 1.795710e+04 1.080140e+04 6.129512e+03 3.022679e+03 1.004149e+03 [14,] 1.534673e+04 8.381259e+03 4.470533e+03 1.775981e+03 4.171100e+02 [15,] 1.267109e+04 6.174827e+03 2.525994e+03 6.849094e+02 1.060128e+02 [16,] 1.038086e+04 3.967564e+03 1.095990e+03 1.930757e+02 2.000739e+01 [17,] 8.230132e+03 2.481054e+03 5.093928e+02 6.956064e+01 6.355131e+00 [18,] 6.493267e+03 1.763394e+03 3.366327e+02 4.486842e+01 3.949268e+00 [19,] 5.204732e+03 1.391261e+03 2.575469e+02 3.057611e+01 2.148639e+00 [20,] 4.211309e+03 1.062994e+03 1.671866e+02 1.523500e+01 7.702639e-01 [21,] 3.096061e+03 6.388546e+02 7.508138e+01 4.850833e+00 1.691285e-01 [22,] 1.702689e+03 2.569117e+02 2.116283e+01 9.370745e-01 2.210032e-02 [23,] 6.110328e+02 6.398894e+01 3.592962e+00 1.072446e-01 1.691377e-03 [24,] 1.347308e+02 9.559008e+00 3.604748e-01 7.176689e-03 7.505913e-05 [25,] 1.795727e+01 8.502663e-01 2.131474e-02 2.808506e-04 1.935749e-06 [26,] 1.525909e+00 4.773449e-02 7.906225e-04 6.865365e-06 3.108067e-08 [27,] 1.126102e-01 2.341602e-03 2.571244e-05 1.473605e-07 4.382508e-10 [28,] 1.108954e-02 1.543703e-04 1.120181e-06 4.208888e-09 8.163907e-12 [29,] 1.030316e-03 9.412584e-06 4.445121e-08 1.082571e-10 1.358243e-13 [30,] 6.034617e-05 3.575782e-07 1.092116e-09 1.717919e-12 1.391318e-15 [31,] 2.012437e-06 7.706062e-09 1.519567e-11 1.542657e-14 8.061766e-18 [32,] 3.754827e-08 9.280971e-11 1.181009e-13 7.736094e-17 2.608424e-20 [33,] 3.907460e-10 6.231842e-13 5.116500e-16 2.162358e-19 4.703978e-23 [34,] 2.266607e-12 2.331980e-15 1.235205e-18 3.367931e-22 4.726884e-26 [35,] 7.328833e-15 4.863026e-18 1.661635e-21 2.922886e-25 2.646614e-29 [36,] 1.321331e-17 5.652197e-21 1.245617e-24 1.413453e-28 8.256845e-33 [37,] 1.329376e-20 3.662657e-24 5.204058e-28 3.808862e-32 1.435345e-36 [38,] 7.476021e-24 1.324155e-27 1.212069e-31 5.720049e-36 1.390379e-40 [39,] 2.358358e-27 2.674736e-31 1.574713e-35 4.788539e-40 7.505701e-45 [40,] 4.203196e-31 3.027906e-35 1.142631e-39 2.235748e-44 2.258475e-49 [41,] 4.291988e-35 1.933080e-39 4.642975e-44 5.828266e-49 3.789707e-54 [42,] 2.573847e-39 7.046282e-44 1.062277e-48 8.502427e-54 3.549499e-59 [43,] 9.399000e-44 1.499621e-48 1.383383e-53 6.974112e-59 1.859322e-64 [44,] 2.168234e-48 1.928588e-53 1.046283e-58 3.247323e-64 5.469747e-70 [45,] 3.204540e-53 1.557176e-58 4.746027e-64 8.738835e-70 9.112219e-76 [46,] 2.973953e-58 8.055044e-64 1.342362e-69 1.400346e-75 8.735178e-82 [47,] 1.668055e-63 2.632547e-69 2.428941e-75 1.388914e-81 4.952447e-88 [48,] 5.463272e-69 5.240024e-75 2.791345e-81 8.788249e-88 1.724600e-94 [49,] 1.021732e-74 6.126343e-81 1.969006e-87 3.546477e-94 3.815959e-101 [50,] 1.077655e-80 4.103994e-87 8.209602e-94 8.852211e-101 5.400550e-108 > 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 0.0005679 -0.0385193 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/191621209693783.ps tmp/191621209693783.png") > system("convert tmp/2wr731209693783.ps tmp/2wr731209693783.png") > system("convert tmp/3u02s1209693783.ps tmp/3u02s1209693783.png") > system("convert tmp/4n7rw1209693783.ps tmp/4n7rw1209693783.png") > system("convert tmp/57tq81209693783.ps tmp/57tq81209693783.png") > system("convert tmp/6rw351209693783.ps tmp/6rw351209693783.png") > system("convert tmp/748qd1209693783.ps tmp/748qd1209693783.png") > > > proc.time() user system elapsed 3.887 1.981 4.274