R version 2.7.0 (2008-04-22) 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(0.9922,0.9778,0.9808,0.9811,1.0014,1.0183,1.0622,1.0773,1.0807,1.0848,1.1582,1.1663,1.1372,1.1139,1.1222,1.1692,1.1702,1.2286,1.2613,1.2646,1.2262,1.1985,1.2007,1.2138,1.2266,1.2176,1.2218,1.249,1.2991,1.3408,1.3119,1.3014,1.3201,1.2938,1.2694,1.2165,1.2037,1.2292,1.2256,1.2015,1.1786,1.1856,1.2103,1.1938,1.202,1.2271,1.277,1.265,1.2684,1.2811,1.2727,1.2611,1.2881,1.3213,1.2999,1.3074,1.3242,1.3516,1.3511,1.3419,1.3716,1.3622,1.3896,1.4227,1.4684,1.457,1.4718,1.4748,1.5527,1.575,1.5557,1.5553,1.577) > y <- c(-1.3,-1.4,-1.3,-1,-0.8,-0.7,-0.6,-0.8,-0.9,-1,-1.2,-1.3,-1.3,-1.4,-1.4,-1.8,-1.9,-2,-2.4,-2.5,-2.5,-2.3,-1.7,-1.1,-0.7,-0.2,0.3,1.1,1.6,2.2,3,3.8,4.6,5.1,5.3,5.5,5.7,5.9,6.1,6.1,6.3,6.5,6.7,6.6,6.5,6.4,6.3,6.3,6.3,6.2,6,5.6,5.3,5.1,4.5,4,3.5,3.5,3.3,3.1,2.9,2.5,2.6,2.8,2.8,2.9,3.1,3.3,3.5,3.4,3.5,3.7,3.8) > x <- c(11178.4,9516.4,12102.8,12989.0,11610.2,10205.5,11356.2,11307.1,12648.6,11947.2,11714.1,12192.5,11268.8,9097.4,12639.8,13040.1,11687.3,11191.7,11391.9,11793.1,13933.2,12778.1,11810.3,13698.4,11956.6,10723.8,13938.9,13979.8,13807.4,12973.9,12509.8,12934.1,14908.3,13772.1,13012.6,14049.9,11816.5,11593.2,14466.2,13615.9,14733.9,13880.7,13527.5,13584.0,16170.2,13260.6,14741.9,15486.5,13154.5,12621.2,15031.6,15452.4,15428,13105.9,14716.8,14180.0,16202.2,14392.4,15140.6,15960.1,14351.3,13230.2,15202.1,17157.3,16159.1,13405.7,17224.7,17338.4,17370.6,18817.8,16593.2,17979.5,17015.2) > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1jaz41226437160.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2a4p71226437160.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3n02s1226437160.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/40qi71226437160.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5dfj11226437160.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -8.671710 0.000806 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/61aoj1226437160.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] -3.6399294 -3.4056465 -3.1713637 -2.9370809 -2.7027980 -2.4685152 [7] -2.2342324 -1.9999495 -1.7656667 -1.5313839 -1.2971011 -1.0628182 [13] -0.8285354 -0.5942526 -0.3599697 -0.1256869 0.1085959 0.3428788 [19] 0.5771616 0.8114444 1.0457273 1.2800101 1.5142929 1.7485758 [25] 1.9828586 2.2171414 2.4514242 2.6857071 2.9199899 3.1542727 [31] 3.3885556 3.6228384 3.8571212 4.0914041 4.3256869 4.5599697 [37] 4.7942526 5.0285354 5.2628182 5.4971011 5.7313839 5.9656667 [43] 6.1999495 6.4342324 6.6685152 6.9027980 7.1370809 7.3713637 [49] 7.6056465 7.8399294 $yords [1] 0.9161739 0.9309178 0.9456617 0.9604057 0.9751496 0.9898935 1.0046374 [8] 1.0193813 1.0341253 1.0488692 1.0636131 1.0783570 1.0931010 1.1078449 [15] 1.1225888 1.1373327 1.1520767 1.1668206 1.1815645 1.1963084 1.2110523 [22] 1.2257963 1.2405402 1.2552841 1.2700280 1.2847720 1.2995159 1.3142598 [29] 1.3290037 1.3437477 1.3584916 1.3732355 1.3879794 1.4027233 1.4174673 [36] 1.4322112 1.4469551 1.4616990 1.4764430 1.4911869 1.5059308 1.5206747 [43] 1.5354187 1.5501626 1.5649065 1.5796504 1.5943943 1.6091383 1.6238822 [50] 1.6386261 $zden [,1] [,2] [,3] [,4] [,5] [1,] 4.562341e-01 4.853681e-01 4.482368e-01 3.675749e-01 2.846618e-01 [2,] 1.061248e+00 1.194987e+00 1.165036e+00 9.999974e-01 7.899228e-01 [3,] 2.205339e+00 2.629181e+00 2.709198e+00 2.443781e+00 1.993706e+00 [4,] 4.096024e+00 5.171288e+00 5.636340e+00 5.356765e+00 4.550441e+00 [5,] 6.802905e+00 9.096761e+00 1.049288e+01 1.052516e+01 9.359486e+00 [6,] 1.010872e+01 1.431837e+01 1.748552e+01 1.853340e+01 1.731409e+01 [7,] 1.344599e+01 2.017605e+01 2.609315e+01 2.924923e+01 2.877690e+01 [8,] 1.601776e+01 2.546404e+01 3.488401e+01 4.138115e+01 4.295107e+01 [9,] 1.709708e+01 2.879817e+01 4.179847e+01 5.249779e+01 5.755876e+01 [10,] 1.635776e+01 2.919582e+01 4.490451e+01 5.973782e+01 6.925364e+01 [11,] 1.403265e+01 2.654178e+01 4.326567e+01 6.098540e+01 7.481222e+01 [12,] 1.079585e+01 2.164126e+01 3.739433e+01 5.586409e+01 7.255968e+01 [13,] 7.449215e+00 1.582768e+01 2.899424e+01 4.591837e+01 6.317937e+01 [14,] 4.609807e+00 1.038289e+01 2.016704e+01 3.386511e+01 4.937830e+01 [15,] 2.558012e+00 6.108239e+00 1.258125e+01 2.240495e+01 3.463041e+01 [16,] 1.272477e+00 3.221746e+00 7.037740e+00 1.329309e+01 2.178595e+01 [17,] 5.672355e-01 1.522936e+00 3.528609e+00 7.070026e+00 1.228831e+01 [18,] 2.264892e-01 6.448962e-01 1.585014e+00 3.369131e+00 6.211182e+00 [19,] 8.096245e-02 2.445088e-01 6.375231e-01 1.437745e+00 2.811723e+00 [20,] 2.589639e-02 8.295823e-02 2.294831e-01 5.491175e-01 1.139269e+00 [21,] 7.407576e-03 2.517345e-02 7.388406e-02 1.875923e-01 4.129267e-01 [22,] 1.893910e-03 6.828181e-03 2.126438e-02 5.729047e-02 1.337999e-01 [23,] 4.325751e-04 1.654684e-03 5.467912e-03 1.563250e-02 3.873738e-02 [24,] 8.822063e-05 3.580604e-04 1.255559e-03 3.809165e-03 1.001542e-02 [25,] 1.605799e-05 6.915648e-05 2.573377e-04 8.285010e-04 2.311449e-03 [26,] 2.608029e-06 1.191941e-05 4.707239e-05 1.608504e-04 4.762941e-04 [27,] 3.787811e-07 1.838839e-06 7.717516e-06 2.804542e-05 8.841335e-05 [28,] 5.128705e-08 2.679738e-07 1.216603e-06 4.818707e-06 1.674828e-05 [29,] 1.057203e-08 6.549167e-08 3.577548e-07 1.733148e-06 7.499749e-06 [30,] 9.322287e-09 6.770649e-08 4.271041e-07 2.351379e-06 1.136877e-05 [31,] 1.389791e-08 1.074793e-07 7.174481e-07 4.150803e-06 2.092591e-05 [32,] 1.963612e-08 1.602466e-07 1.125494e-06 6.824432e-06 3.587312e-05 [33,] 2.489383e-08 2.146406e-07 1.589609e-06 1.013507e-05 5.580646e-05 [34,] 2.819438e-08 2.571806e-07 2.012170e-06 1.352648e-05 7.830954e-05 [35,] 2.849932e-08 2.752820e-07 2.278476e-06 1.618047e-05 9.875944e-05 [36,] 2.569582e-08 2.630063e-07 2.305109e-06 1.731664e-05 1.116498e-04 [37,] 2.065773e-08 2.241590e-07 2.081794e-06 1.655997e-05 1.129443e-04 [38,] 1.480421e-08 1.703647e-07 1.677376e-06 1.413850e-05 1.021050e-04 [39,] 9.455741e-09 1.154308e-07 1.205302e-06 1.077051e-05 8.241852e-05 [40,] 5.382253e-09 6.971141e-08 7.721725e-07 7.317776e-06 5.936516e-05 [41,] 2.729967e-09 3.752087e-08 4.409641e-07 4.433095e-06 3.814016e-05 [42,] 1.233824e-09 1.799665e-08 2.244423e-07 2.394045e-06 2.184979e-05 [43,] 4.968628e-10 7.691914e-09 1.018071e-07 1.152373e-06 1.115920e-05 [44,] 1.782777e-10 2.929427e-09 4.115220e-08 4.943604e-07 5.080113e-06 [45,] 5.699376e-11 9.940839e-10 1.482274e-08 1.889953e-07 2.061191e-06 [46,] 1.623386e-11 3.005694e-10 4.757371e-09 6.438565e-08 7.452983e-07 [47,] 4.119790e-12 8.097278e-11 1.360488e-09 1.954508e-08 2.401482e-07 [48,] 9.314991e-13 1.943559e-11 3.466565e-10 5.286625e-09 6.895119e-08 [49,] 1.876457e-13 4.156356e-12 7.869908e-11 1.274081e-09 1.763991e-08 [50,] 3.367728e-14 7.919099e-13 1.591822e-11 2.735761e-10 4.020911e-09 [,6] [,7] [,8] [,9] [,10] [1,] 2.383125e-01 2.520756e-01 3.353856e-01 4.933342e-01 7.388971e-01 [2,] 6.365276e-01 6.100176e-01 7.392945e-01 1.029023e+00 1.484855e+00 [3,] 1.589171e+00 1.415194e+00 1.559487e+00 2.033145e+00 2.821017e+00 [4,] 3.661862e+00 3.115986e+00 3.151095e+00 3.815272e+00 5.058381e+00 [5,] 7.713988e+00 6.432659e+00 6.078351e+00 6.820063e+00 8.571199e+00 [6,] 1.475990e+01 1.230842e+01 1.110787e+01 1.162182e+01 1.376414e+01 [7,] 2.554535e+01 2.162747e+01 1.904067e+01 1.882159e+01 2.099648e+01 [8,] 3.988946e+01 3.466380e+01 3.031397e+01 2.878043e+01 3.041741e+01 [9,] 5.611231e+01 5.044452e+01 4.445018e+01 4.120698e+01 4.169559e+01 [10,] 7.104129e+01 6.644859e+01 5.964614e+01 5.478407e+01 5.374129e+01 [11,] 8.090193e+01 7.906656e+01 7.290074e+01 6.714615e+01 6.464797e+01 [12,] 8.283459e+01 8.485927e+01 8.088123e+01 7.543725e+01 7.206807e+01 [13,] 7.622521e+01 8.205718e+01 8.125159e+01 7.734533e+01 7.400188e+01 [14,] 6.301458e+01 7.142194e+01 7.376016e+01 7.212349e+01 6.965299e+01 [15,] 4.677764e+01 5.590687e+01 6.040844e+01 6.099739e+01 5.986113e+01 [16,] 3.116474e+01 3.932335e+01 4.456829e+01 4.667902e+01 4.682406e+01 [17,] 1.862365e+01 2.483278e+01 2.958223e+01 3.225649e+01 3.324442e+01 [18,] 9.976331e+00 1.406793e+01 1.764334e+01 2.009089e+01 2.137129e+01 [19,] 4.787392e+00 7.143522e+00 9.444581e+00 1.126024e+01 1.241194e+01 [20,] 2.056662e+00 3.248855e+00 4.532956e+00 5.670410e+00 6.499313e+00 [21,] 7.904600e-01 1.322385e+00 1.948770e+00 2.562238e+00 3.062811e+00 [22,] 2.716306e-01 4.813829e-01 7.497943e-01 1.037646e+00 1.296854e+00 [23,] 8.340705e-02 1.566196e-01 2.579808e-01 3.762306e-01 4.926737e-01 [24,] 2.287275e-02 4.551687e-02 7.932371e-02 1.220271e-01 1.677299e-01 [25,] 5.599433e-03 1.181131e-02 2.178832e-02 3.539071e-02 5.115326e-02 [26,] 1.224448e-03 2.739999e-03 5.358282e-03 9.214535e-03 1.406974e-02 [27,] 2.424088e-04 5.801924e-04 1.219230e-03 2.269563e-03 3.791394e-03 [28,] 5.151624e-05 1.418933e-04 3.551541e-04 8.201742e-04 1.766901e-03 [29,] 2.921926e-05 1.032307e-04 3.321385e-04 9.730710e-04 2.584627e-03 [30,] 4.862722e-05 1.853708e-04 6.336488e-04 1.948761e-03 5.392012e-03 [31,] 9.253958e-05 3.616780e-04 1.258685e-03 3.924348e-03 1.099951e-02 [32,] 1.643594e-04 6.607118e-04 2.347743e-03 7.428787e-03 2.105944e-02 [33,] 2.664896e-04 1.109566e-03 4.054632e-03 1.309992e-02 3.769436e-02 [34,] 3.916787e-04 1.699627e-03 6.433077e-03 2.137731e-02 6.282301e-02 [35,] 5.193251e-04 2.360271e-03 9.310539e-03 3.204837e-02 9.688698e-02 [36,] 6.189455e-04 2.957312e-03 1.221783e-02 4.383070e-02 1.372698e-01 [37,] 6.613718e-04 3.331206e-03 1.446771e-02 5.435717e-02 1.774260e-01 [38,] 6.324460e-04 3.364697e-03 1.540396e-02 6.083738e-02 2.079666e-01 [39,] 5.405405e-04 3.041782e-03 1.470819e-02 6.122961e-02 2.200105e-01 [40,] 4.125447e-04 2.458011e-03 1.257107e-02 5.527062e-02 2.093210e-01 [41,] 2.809830e-04 1.773851e-03 9.605082e-03 4.466390e-02 1.786346e-01 [42,] 1.707119e-04 1.142483e-03 6.554551e-03 3.226800e-02 1.364852e-01 [43,] 9.248822e-05 6.564233e-04 3.992205e-03 2.082243e-02 9.323761e-02 [44,] 4.467352e-05 3.363398e-04 2.169237e-03 1.199342e-02 5.689406e-02 [45,] 1.923460e-05 1.536488e-04 1.051182e-03 6.163073e-03 3.098953e-02 [46,] 7.381273e-06 6.256915e-05 4.541684e-04 2.824494e-03 1.505981e-02 [47,] 2.524368e-06 2.270975e-05 1.749211e-04 1.154141e-03 6.527109e-03 [48,] 7.693319e-07 7.345813e-06 6.004690e-05 4.204030e-04 2.522320e-03 [49,] 2.089232e-07 2.117411e-06 1.837012e-05 1.364876e-04 8.688923e-04 [50,] 5.055300e-08 5.438468e-07 5.008008e-06 3.949003e-05 2.667757e-04 [,11] [,12] [,13] [,14] [,15] [,16] [1,] 1.103921596 1.642564106 2.42019685 3.49113914 4.87857635 6.56258844 [2,] 2.136533535 3.050628488 4.31859169 6.01760709 8.16950212 10.72469516 [3,] 3.927908167 5.409307873 7.36857401 9.90320152 13.02841801 16.64092655 [4,] 6.824429363 9.111981511 11.99337574 15.56285901 19.82220808 24.59740570 [5,] 11.172414764 14.505002984 18.53893986 23.30570075 28.77051310 34.68679590 [6,] 17.234065952 21.739444264 27.07508150 33.12280509 39.75334807 46.64667078 [7,] 25.105380661 30.644931292 37.20406465 44.45285259 52.08675293 59.68301056 [8,] 34.634280730 40.694839949 48.01392192 56.08513591 64.39554473 72.36408182 [9,] 45.306231665 51.058798816 58.25328299 66.36172278 74.77133877 82.73425576 [10,] 56.103006332 60.666810753 66.63941370 73.66448266 81.29825713 88.76942470 [11,] 65.456518740 68.250491650 72.10567873 76.92844153 82.74959909 89.08911265 [12,] 71.486133822 72.457544193 73.89157426 75.87053716 79.04222596 83.56445365 [13,] 72.577491415 72.170600308 71.57843331 70.86239240 71.15428735 73.40864328 [14,] 68.077703858 66.984087225 65.21821372 62.66590372 60.61149139 60.65612934 [15,] 58.697462254 57.556080553 55.51573115 52.27446297 48.93804109 47.37452035 [16,] 46.331952103 45.534533032 43.84172629 40.86987319 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60.693917033 49.827840201 4.004119e+01 [34,] 71.1548898 61.56220945 50.919580569 40.383493491 3.111882e+01 [35,] 65.2105862 53.58256989 42.130773672 31.924418765 2.349241e+01 [36,] 60.7693433 47.44762535 35.147585302 25.083250032 1.743423e+01 [37,] 57.3717060 43.02499162 30.126820463 20.083990389 1.299611e+01 [38,] 54.1864668 39.59197468 26.611452078 16.694722779 9.999246e+00 [39,] 50.5251692 36.31331876 23.853447453 14.374512204 8.073077e+00 [40,] 46.1791733 32.66595596 21.202766497 12.536244119 6.776265e+00 [41,] 41.4398936 28.61190288 18.355533461 10.774503835 5.740422e+00 [42,] 36.8332025 24.48711325 15.375043175 8.955086550 4.758963e+00 [43,] 32.7419426 20.71691907 12.531548023 7.159392202 3.788745e+00 [44,] 29.1547570 17.53987820 10.083753548 5.549989201 2.886074e+00 [45,] 25.7054127 14.89758495 8.128335930 4.244117558 2.125390e+00 [46,] 21.9674830 12.53374764 6.583418275 3.255354531 1.543322e+00 [47,] 17.7818239 10.20625634 5.283072500 2.512761941 1.125616e+00 [48,] 13.3798394 7.85126988 4.097175574 1.921948601 8.273667e-01 [49,] 9.2391671 5.59708333 2.994087380 1.418492330 6.026237e-01 [50,] 5.8107779 3.65065251 2.022036276 0.984145092 4.228983e-01 [,35] [,36] [,37] [,38] [,39] [1,] 5.012100e-05 6.600451e-06 7.425620e-07 7.135788e-08 5.856809e-09 [2,] 1.568172e-04 2.188556e-05 2.609516e-06 2.657893e-07 2.312303e-08 [3,] 4.368772e-04 6.461157e-05 8.164640e-06 8.813879e-07 8.127348e-08 [4,] 1.083770e-03 1.698430e-04 2.274459e-05 2.602218e-06 2.543228e-07 [5,] 2.394139e-03 3.975468e-04 5.641550e-05 6.840389e-06 7.085437e-07 [6,] 4.710043e-03 8.286155e-04 1.245991e-04 1.601005e-05 1.757543e-06 [7,] 8.252744e-03 1.538039e-03 2.450459e-04 3.336539e-05 3.881674e-06 [8,] 1.287999e-02 2.542514e-03 4.291606e-04 6.191736e-05 7.633649e-06 [9,] 1.790765e-02 3.743561e-03 6.693741e-04 1.023256e-04 1.336999e-05 [10,] 2.218514e-02 4.910289e-03 9.299959e-04 1.506505e-04 2.087602e-05 [11,] 2.450011e-02 5.740315e-03 1.151904e-03 1.979797e-04 2.922640e-05 [12,] 2.414974e-02 5.993723e-03 1.277843e-03 2.349395e-04 3.792539e-05 [13,] 2.137569e-02 5.657710e-03 1.304774e-03 2.689080e-04 5.369453e-05 [14,] 1.757766e-02 5.173623e-03 1.415160e-03 3.906588e-04 1.240323e-04 [15,] 1.594236e-02 6.114823e-03 2.446416e-03 1.050873e-03 4.906005e-04 [16,] 2.449133e-02 1.365380e-02 7.605379e-03 4.126384e-03 2.214446e-03 [17,] 6.588771e-02 4.420837e-02 2.795333e-02 1.651739e-02 9.401027e-03 [18,] 2.015603e-01 1.450549e-01 9.731453e-02 6.056035e-02 3.603167e-02 [19,] 5.791701e-01 4.356744e-01 3.061285e-01 1.994849e-01 1.238224e-01 [20,] 1.504533e+00 1.176634e+00 8.635556e-01 5.885905e-01 3.811362e-01 [21,] 3.511619e+00 2.849802e+00 2.182222e+00 1.555136e+00 1.050771e+00 [22,] 7.358342e+00 6.188611e+00 4.940237e+00 3.679848e+00 2.594975e+00 [23,] 1.384510e+01 1.205213e+01 1.002125e+01 7.799655e+00 5.741363e+00 [24,] 2.340284e+01 2.105526e+01 1.821867e+01 1.481089e+01 1.138181e+01 [25,] 3.556664e+01 3.301138e+01 2.969163e+01 2.520096e+01 2.021971e+01 [26,] 4.865906e+01 4.647636e+01 4.339055e+01 3.842824e+01 3.219222e+01 [27,] 6.004692e+01 5.881150e+01 5.688054e+01 5.252332e+01 4.593862e+01 [28,] 6.704475e+01 6.698538e+01 6.692434e+01 6.435892e+01 5.876111e+01 [29,] 6.805092e+01 6.883107e+01 7.073679e+01 7.072048e+01 6.737852e+01 [30,] 6.322830e+01 6.404121e+01 6.726422e+01 6.972091e+01 6.926577e+01 [31,] 5.429677e+01 5.425793e+01 5.768324e+01 6.171685e+01 6.384978e+01 [32,] 4.362226e+01 4.221440e+01 4.478750e+01 4.911972e+01 5.279439e+01 [33,] 3.323441e+01 3.051907e+01 3.168458e+01 3.523160e+01 3.918092e+01 [34,] 2.431849e+01 2.081032e+01 2.062237e+01 2.286418e+01 2.612891e+01 [35,] 1.726921e+01 1.360790e+01 1.252338e+01 1.351437e+01 1.569060e+01 [36,] 1.201832e+01 8.672876e+00 7.229009e+00 7.353440e+00 8.516452e+00 [37,] 8.318387e+00 5.474506e+00 4.056606e+00 3.744795e+00 4.205845e+00 [38,] 5.867737e+00 3.492080e+00 2.270824e+00 1.829098e+00 1.911830e+00 [39,] 4.339424e+00 2.316085e+00 1.308085e+00 8.872344e-01 8.162796e-01 [40,] 3.405601e+00 1.643112e+00 8.046375e-01 4.482188e-01 3.392293e-01 [41,] 2.784911e+00 1.252752e+00 5.440083e-01 2.492940e-01 1.458003e-01 [42,] 2.286956e+00 9.965651e-01 4.017290e-01 1.582024e-01 7.051579e-02 [43,] 1.824359e+00 7.914498e-01 3.100876e-01 1.123353e-01 4.078155e-02 [44,] 1.388361e+00 6.060932e-01 2.375400e-01 8.379131e-02 2.743550e-02 [45,] 1.006154e+00 4.400861e-01 1.742417e-01 6.173353e-02 1.964522e-02 [46,] 7.031661e-01 3.030315e-01 1.205188e-01 4.328423e-02 1.387296e-02 [47,] 4.844507e-01 2.007928e-01 7.876213e-02 2.847921e-02 9.279015e-03 [48,] 3.357063e-01 1.311534e-01 4.944282e-02 1.764835e-02 5.800484e-03 [49,] 2.347568e-01 8.627804e-02 3.059567e-02 1.048872e-02 3.405798e-03 [50,] 1.626614e-01 5.734304e-02 1.909083e-02 6.144899e-03 1.915223e-03 [,40] [,41] [,42] [,43] [,44] [1,] 4.105443e-10 2.457625e-11 1.256346e-12 5.484350e-14 2.044328e-15 [2,] 1.718100e-09 1.090242e-10 5.908108e-12 2.734062e-13 1.080415e-14 [3,] 6.400955e-09 4.305531e-10 2.473278e-11 1.213298e-12 5.082830e-14 [4,] 2.123051e-08 1.513693e-09 9.217116e-11 4.793158e-12 2.128917e-13 [5,] 6.269133e-08 4.737719e-09 3.057970e-10 1.685884e-11 7.944127e-13 [6,] 1.648160e-07 1.320199e-08 9.033170e-10 5.282607e-11 2.650581e-12 [7,] 3.857948e-07 3.275678e-08 2.377160e-09 1.479387e-10 8.061949e-12 [8,] 8.041529e-07 7.240963e-08 5.589631e-09 3.767467e-10 2.455094e-11 [9,] 1.493589e-06 1.430341e-07 1.193624e-08 9.505023e-10 1.006904e-10 [10,] 2.480988e-06 2.567549e-07 2.512195e-08 3.160857e-09 7.073353e-10 [11,] 3.763178e-06 4.564289e-07 6.912422e-08 1.813065e-08 6.422941e-09 [12,] 5.800735e-06 1.081204e-06 3.311536e-07 1.379947e-07 5.746900e-08 [13,] 1.277746e-05 4.531892e-06 2.138884e-06 1.045652e-06 4.681499e-07 [14,] 5.044263e-05 2.541510e-05 1.382984e-05 7.234729e-06 3.418330e-06 [15,] 2.525646e-04 1.418588e-04 8.179919e-05 4.493106e-05 2.231600e-05 [16,] 1.229820e-03 7.236017e-04 4.348091e-04 2.497696e-04 1.302370e-04 [17,] 5.444565e-03 3.318516e-03 2.071066e-03 1.242557e-03 6.796760e-04 [18,] 2.164925e-02 1.364615e-02 8.837132e-03 5.533356e-03 3.173113e-03 [19,] 7.716392e-02 5.029764e-02 3.378439e-02 2.206428e-02 1.325709e-02 [20,] 2.464704e-01 1.661790e-01 1.157427e-01 7.880349e-02 4.958431e-02 [21,] 7.055153e-01 4.921923e-01 3.554009e-01 2.521521e-01 1.660777e-01 [22,] 1.809980e+00 1.306958e+00 9.782493e-01 7.229833e-01 4.982736e-01 [23,] 4.162025e+00 3.111640e+00 2.413967e+00 1.857840e+00 1.339395e+00 [24,] 8.579001e+00 6.642723e+00 5.340667e+00 4.279048e+00 3.226295e+00 [25,] 1.585279e+01 1.271620e+01 1.059407e+01 8.834252e+00 6.964621e+00 [26,] 2.626293e+01 2.182956e+01 1.884284e+01 1.634872e+01 1.347433e+01 [27,] 3.901000e+01 3.360694e+01 3.005059e+01 2.711951e+01 2.336293e+01 [28,] 5.195453e+01 4.640082e+01 4.297216e+01 4.032242e+01 3.630204e+01 [29,] 6.204376e+01 5.745760e+01 5.509994e+01 5.373454e+01 5.054459e+01 [30,] 6.643645e+01 6.381192e+01 6.335001e+01 6.417630e+01 6.305236e+01 [31,] 6.379009e+01 6.356098e+01 6.530941e+01 6.868819e+01 7.046064e+01 [32,] 5.492245e+01 5.678199e+01 6.037265e+01 6.587950e+01 7.052489e+01 [33,] 4.240640e+01 4.549417e+01 5.004280e+01 5.661856e+01 6.321525e+01 [34,] 2.936878e+01 3.269062e+01 3.719470e+01 4.360064e+01 5.073673e+01 [35,] 1.825191e+01 2.106809e+01 2.478906e+01 3.008462e+01 3.645773e+01 [36,] 1.018820e+01 1.217906e+01 1.481441e+01 1.859999e+01 2.345195e+01 [37,] 5.117166e+00 6.317204e+00 7.939086e+00 1.030396e+01 1.350383e+01 [38,] 2.320547e+00 2.942147e+00 3.815609e+00 5.114865e+00 6.959917e+00 [39,] 9.563871e-01 1.232194e+00 1.645028e+00 2.275265e+00 3.210798e+00 [40,] 3.629339e-01 4.655085e-01 6.365707e-01 9.070922e-01 1.325842e+00 [41,] 1.303329e-01 1.597329e-01 2.213828e-01 3.241883e-01 4.900792e-01 [42,] 4.695958e-02 5.060876e-02 6.940657e-02 1.039188e-01 1.621762e-01 [43,] 1.889725e-02 1.544738e-02 1.977661e-02 2.991446e-02 4.805657e-02 [44,] 9.485590e-03 5.032535e-03 5.246414e-03 7.759967e-03 1.275787e-02 [45,] 5.878830e-03 2.056733e-03 1.393352e-03 1.834388e-03 3.038380e-03 [46,] 3.995957e-03 1.117386e-03 4.387675e-04 4.109709e-04 6.520335e-04 [47,] 2.692770e-03 7.063914e-04 1.931971e-04 9.877558e-05 1.282355e-04 [48,] 1.714599e-03 4.511875e-04 1.091939e-04 3.208803e-05 2.466552e-05 [49,] 1.017212e-03 2.728312e-04 6.529429e-05 1.502262e-05 5.626045e-06 [50,] 5.655353e-04 1.534490e-04 3.736118e-05 8.189092e-06 1.927933e-06 [,45] [,46] [,47] [,48] [,49] [1,] 6.506920e-17 1.768485e-18 4.105005e-20 8.148417e-22 1.394918e-23 [2,] 3.645813e-16 1.050713e-17 2.589093e-19 5.494146e-21 1.049167e-22 [3,] 1.818613e-15 5.562620e-17 1.463500e-18 3.439411e-20 8.733720e-22 [4,] 8.082640e-15 2.636819e-16 7.635608e-18 2.323076e-19 1.139850e-20 [5,] 3.213947e-14 1.147963e-15 4.200949e-17 2.389039e-18 2.340299e-19 [6,] 1.168891e-13 5.164835e-15 3.410420e-16 3.965820e-17 5.335972e-18 [7,] 4.317643e-13 3.320541e-14 4.566202e-15 7.520589e-16 1.138612e-16 [8,] 2.209051e-12 3.580729e-13 7.197717e-14 1.345899e-14 2.183849e-15 [9,] 1.919262e-11 4.690921e-12 1.080939e-12 2.169178e-13 3.736092e-14 [10,] 2.090930e-10 5.917064e-11 1.465234e-11 3.120334e-12 5.693637e-13 [11,] 2.218600e-09 6.754443e-10 1.774131e-10 4.000170e-11 7.728523e-12 [12,] 2.136586e-08 6.893940e-09 1.915498e-09 4.569624e-10 9.345288e-11 [13,] 1.841897e-07 6.278864e-08 1.843985e-08 4.652523e-09 1.006858e-09 [14,] 1.418174e-06 5.102568e-07 1.583107e-07 4.222902e-08 9.667679e-09 [15,] 9.751535e-06 3.700966e-06 1.212497e-06 3.418059e-07 8.275114e-08 [16,] 5.990044e-05 2.396728e-05 8.287482e-06 2.467950e-06 6.316155e-07 [17,] 3.288310e-04 1.386356e-04 5.057127e-05 1.590153e-05 4.300350e-06 [18,] 1.613924e-03 7.165860e-04 2.756173e-04 9.146642e-05 2.612704e-05 [19,] 7.085012e-03 3.311210e-03 1.342205e-03 4.698809e-04 1.417056e-04 [20,] 2.783050e-02 1.368422e-02 5.843018e-03 2.156819e-03 6.864121e-04 [21,] 9.785635e-02 5.060034e-02 2.274886e-02 8.849987e-03 2.970887e-03 [22,] 3.081014e-01 1.674798e-01 7.924675e-02 3.247741e-02 1.149481e-02 [23,] 8.688878e-01 4.963726e-01 2.471094e-01 1.066437e-01 3.977840e-02 [24,] 2.195345e+00 1.317738e+00 6.900093e-01 3.134737e-01 1.231792e-01 [25,] 4.970352e+00 3.134295e+00 1.725954e+00 8.252049e-01 3.414904e-01 [26,] 1.008468e+01 6.680724e+00 3.868433e+00 1.946156e+00 8.479358e-01 [27,] 1.833762e+01 1.276233e+01 7.770764e+00 4.113207e+00 1.886513e+00 [28,] 2.988241e+01 2.185117e+01 1.399168e+01 7.792350e+00 3.761906e+00 [29,] 4.363539e+01 3.353043e+01 2.258242e+01 1.323427e+01 6.725268e+00 [30,] 5.708850e+01 4.610766e+01 3.266966e+01 2.015082e+01 1.078017e+01 [31,] 6.690556e+01 5.680652e+01 4.235798e+01 2.750572e+01 1.549429e+01 [32,] 7.022376e+01 6.269216e+01 4.921002e+01 3.365327e+01 1.996734e+01 [33,] 6.599493e+01 6.195827e+01 5.121342e+01 3.689839e+01 2.306747e+01 [34,] 5.551825e+01 5.481835e+01 4.772981e+01 3.624391e+01 2.388375e+01 [35,] 4.179799e+01 4.340673e+01 3.982176e+01 3.188299e+01 2.215578e+01 [36,] 2.815605e+01 3.075075e+01 2.973153e+01 2.510800e+01 1.840724e+01 [37,] 1.696664e+01 1.948450e+01 1.985726e+01 1.769367e+01 1.369069e+01 [38,] 9.144314e+00 1.103907e+01 1.185955e+01 1.115313e+01 9.111833e+00 [39,] 4.407322e+00 5.590763e+00 6.331587e+00 6.285966e+00 5.424199e+00 [40,] 1.899411e+00 2.530485e+00 3.020724e+00 3.166456e+00 2.886847e+00 [41,] 7.319006e-01 1.023396e+00 1.287462e+00 1.425085e+00 1.373050e+00 [42,] 2.521504e-01 3.697599e-01 4.900804e-01 5.728311e-01 5.833783e-01 [43,] 7.766885e-02 1.193374e-01 1.665749e-01 2.055876e-01 2.213381e-01 [44,] 2.139165e-02 3.440143e-02 5.054464e-02 6.586158e-02 7.496491e-02 [45,] 5.269023e-03 8.857267e-03 1.368971e-02 1.882902e-02 2.265820e-02 [46,] 1.161210e-03 2.036816e-03 3.309121e-03 4.802790e-03 6.110020e-03 [47,] 2.293314e-04 4.183953e-04 7.138263e-04 1.092833e-03 1.469630e-03 [48,] 4.083715e-05 7.680941e-05 1.374108e-04 2.217927e-04 3.152355e-04 [49,] 6.730234e-06 1.262661e-05 2.360674e-05 4.014453e-05 6.029041e-05 [50,] 1.137644e-06 1.875054e-06 3.621397e-06 6.479909e-06 1.027984e-05 [,50] [1,] 2.167307e-25 [2,] 2.232249e-24 [3,] 3.699716e-23 [4,] 9.367456e-22 [5,] 2.566037e-20 [6,] 6.530810e-19 [7,] 1.491613e-17 [8,] 3.037164e-16 [9,] 5.507027e-15 [10,] 8.891039e-14 [11,] 1.278261e-12 [12,] 1.636742e-11 [13,] 1.866882e-10 [14,] 1.897216e-09 [15,] 1.718253e-08 [16,] 1.387216e-07 [17,] 9.986644e-07 [18,] 6.413053e-06 [19,] 3.674882e-05 [20,] 1.879910e-04 [21,] 8.588989e-04 [22,] 3.506449e-03 [23,] 1.279771e-02 [24,] 4.177924e-02 [25,] 1.220607e-01 [26,] 3.192958e-01 [27,] 7.481918e-01 [28,] 1.571124e+00 [29,] 2.957530e+00 [30,] 4.991987e+00 [31,] 7.556185e+00 [32,] 1.025720e+01 [33,] 1.248581e+01 [34,] 1.362655e+01 [35,] 1.332955e+01 [36,] 1.168295e+01 [37,] 9.171018e+00 [38,] 6.444883e+00 [39,] 4.052662e+00 [40,] 2.279223e+00 [41,] 1.145913e+00 [42,] 5.148036e-01 [43,] 2.065735e-01 [44,] 7.400873e-02 [45,] 2.366543e-02 [46,] 6.751994e-03 [47,] 1.718361e-03 [48,] 3.899919e-04 [49,] 7.891532e-05 [50,] 1.423484e-05 > 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 1.20919 0.01997 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/72tj51226437160.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] 7689.911 7945.735 8201.559 8457.383 8713.207 8969.031 9224.855 [8] 9480.679 9736.504 9992.328 10248.152 10503.976 10759.800 11015.624 [15] 11271.448 11527.272 11783.096 12038.920 12294.744 12550.568 12806.392 [22] 13062.216 13318.040 13573.864 13829.688 14085.512 14341.336 14597.160 [29] 14852.984 15108.808 15364.632 15620.456 15876.280 16132.104 16387.928 [36] 16643.752 16899.576 17155.400 17411.224 17667.048 17922.872 18178.696 [43] 18434.521 18690.345 18946.169 19201.993 19457.817 19713.641 19969.465 [50] 20225.289 $yords [1] 0.9161739 0.9309178 0.9456617 0.9604057 0.9751496 0.9898935 1.0046374 [8] 1.0193813 1.0341253 1.0488692 1.0636131 1.0783570 1.0931010 1.1078449 [15] 1.1225888 1.1373327 1.1520767 1.1668206 1.1815645 1.1963084 1.2110523 [22] 1.2257963 1.2405402 1.2552841 1.2700280 1.2847720 1.2995159 1.3142598 [29] 1.3290037 1.3437477 1.3584916 1.3732355 1.3879794 1.4027233 1.4174673 [36] 1.4322112 1.4469551 1.4616990 1.4764430 1.4911869 1.5059308 1.5206747 [43] 1.5354187 1.5501626 1.5649065 1.5796504 1.5943943 1.6091383 1.6238822 [50] 1.6386261 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.887860e-03 2.543744e-03 1.647195e-03 7.912680e-04 2.960167e-04 [2,] 4.518893e-03 4.835657e-03 3.807514e-03 2.220481e-03 9.742557e-04 [3,] 5.872293e-03 7.607558e-03 7.276084e-03 5.158304e-03 2.735788e-03 [4,] 6.406413e-03 9.944519e-03 1.151178e-02 9.913891e-03 6.386779e-03 [5,] 6.045718e-03 1.092601e-02 1.514291e-02 1.578616e-02 1.235656e-02 [6,] 5.301483e-03 1.041232e-02 1.676098e-02 2.091728e-02 1.983299e-02 [7,] 4.862394e-03 9.270040e-03 1.612605e-02 2.334748e-02 2.652575e-02 [8,] 5.043771e-03 8.680795e-03 1.454636e-02 2.268210e-02 2.992351e-02 [9,] 5.637280e-03 9.174593e-03 1.384061e-02 2.067688e-02 2.939078e-02 [10,] 6.245903e-03 1.034049e-02 1.482130e-02 1.985405e-02 2.700862e-02 [11,] 6.679163e-03 1.141317e-02 1.679306e-02 2.136762e-02 2.594304e-02 [12,] 7.000667e-03 1.201526e-02 1.845748e-02 2.421455e-02 2.773759e-02 [13,] 7.295208e-03 1.229283e-02 1.914676e-02 2.646022e-02 3.117857e-02 [14,] 7.517790e-03 1.249588e-02 1.912661e-02 2.705435e-02 3.374355e-02 [15,] 7.547389e-03 1.264461e-02 1.893782e-02 2.639262e-02 3.397143e-02 [16,] 7.257824e-03 1.257062e-02 1.877132e-02 2.541731e-02 3.235063e-02 [17,] 6.528495e-03 1.204817e-02 1.844174e-02 2.461379e-02 3.025209e-02 [18,] 5.322086e-03 1.084488e-02 1.759577e-02 2.384049e-02 2.853608e-02 [19,] 3.809186e-03 8.867211e-03 1.584077e-02 2.261246e-02 2.717324e-02 [20,] 2.335288e-03 6.373593e-03 1.298795e-02 2.034682e-02 2.557676e-02 [21,] 1.206679e-03 3.926829e-03 9.374565e-03 1.672444e-02 2.298387e-02 [22,] 5.205446e-04 2.039882e-03 5.804244e-03 1.212092e-02 1.893356e-02 [23,] 1.864880e-04 8.848477e-04 3.031205e-03 7.541405e-03 1.377656e-02 [24,] 5.532785e-05 3.187893e-04 1.322130e-03 3.959342e-03 8.613167e-03 [25,] 1.357345e-05 9.511796e-05 4.790169e-04 1.736500e-03 4.545990e-03 [26,] 2.751397e-06 2.346860e-05 1.437391e-04 6.326916e-04 2.004799e-03 [27,] 4.606346e-07 4.784470e-06 3.566785e-05 1.909329e-04 7.345595e-04 [28,] 6.368102e-08 8.056101e-07 7.313209e-06 4.764972e-05 2.229360e-04 [29,] 7.268863e-09 1.120128e-07 1.238473e-06 9.825970e-06 5.595476e-05 [30,] 6.850181e-10 1.285922e-08 1.731883e-07 1.673561e-06 1.160476e-05 [31,] 5.329705e-11 1.218822e-09 1.999656e-08 2.353762e-07 1.987877e-06 [32,] 3.423449e-12 9.537444e-11 1.906212e-09 2.733312e-08 2.811897e-07 [33,] 1.815430e-13 6.161443e-12 1.500213e-10 2.620564e-09 3.284091e-08 [34,] 7.947871e-15 3.286171e-13 9.747542e-12 2.074283e-10 3.166738e-09 [35,] 2.872603e-16 1.446946e-14 5.228700e-13 1.355505e-11 2.521018e-10 [36,] 8.571433e-18 5.259785e-16 2.315511e-14 7.312917e-13 1.656914e-11 [37,] 2.111473e-19 1.578477e-17 8.465542e-16 3.257136e-14 8.990451e-13 [38,] 4.294069e-21 3.910748e-19 2.555139e-17 1.197660e-15 4.027323e-14 [39,] 7.209499e-23 7.998974e-21 6.366888e-19 3.635669e-17 1.489379e-15 [40,] 9.992953e-25 1.350708e-22 1.309763e-20 9.111461e-19 4.547229e-17 [41,] 1.143497e-26 1.882960e-24 2.224389e-22 1.885143e-20 1.146150e-18 [42,] 1.080262e-28 2.167072e-26 3.118755e-24 3.219981e-22 2.385002e-20 [43,] 8.425110e-31 2.059009e-28 3.609978e-26 4.540618e-24 4.097215e-22 [44,] 5.424686e-33 1.615086e-30 3.449692e-28 5.286025e-26 5.810872e-24 [45,] 2.883542e-35 1.045889e-32 2.721503e-30 5.080378e-28 6.803721e-26 [46,] 1.265396e-37 5.591447e-35 1.772499e-32 4.030990e-30 6.576589e-28 [47,] 4.584405e-40 2.467853e-37 9.530580e-35 2.640484e-32 5.248206e-30 [48,] 1.371173e-42 8.992220e-40 4.230633e-37 1.427933e-34 3.457592e-32 [49,] 3.385743e-45 2.704999e-42 1.550401e-39 6.375069e-37 1.880568e-34 [50,] 6.901897e-48 6.717689e-45 4.690673e-42 2.349711e-39 8.444171e-37 [,6] [,7] [,8] [,9] [,10] [1,] 1.513287e-04 3.420239e-04 1.067125e-03 2.536298e-03 4.362163e-03 [2,] 3.641787e-04 2.973120e-04 8.283578e-04 2.306051e-03 4.787447e-03 [3,] 1.122785e-03 4.777504e-04 6.377356e-04 1.801238e-03 4.393857e-03 [4,] 3.126114e-03 1.262411e-03 7.294426e-04 1.348418e-03 3.484725e-03 [5,] 7.323027e-03 3.395088e-03 1.492509e-03 1.293948e-03 2.653537e-03 [6,] 1.427705e-02 7.923527e-03 3.660661e-03 2.026547e-03 2.442735e-03 [7,] 2.315512e-02 1.555836e-02 8.322762e-03 4.197796e-03 3.231132e-03 [8,] 3.136693e-02 2.556411e-02 1.634289e-02 8.853147e-03 5.483016e-03 [9,] 3.590481e-02 3.523428e-02 2.720797e-02 1.699140e-02 1.006353e-02 [10,] 3.576428e-02 4.115347e-02 3.829688e-02 2.842817e-02 1.803515e-02 [11,] 3.308847e-02 4.178670e-02 4.589552e-02 4.082690e-02 2.961087e-02 [12,] 3.148860e-02 3.897323e-02 4.778479e-02 5.031820e-02 4.293666e-02 [13,] 3.293392e-02 3.646483e-02 4.511596e-02 5.392278e-02 5.420010e-02 [14,] 3.624282e-02 3.667116e-02 4.143404e-02 5.180310e-02 5.973301e-02 [15,] 3.855631e-02 3.878489e-02 3.955976e-02 4.697427e-02 5.857146e-02 [16,] 3.808717e-02 4.002880e-02 3.939128e-02 4.256802e-02 5.294972e-02 [17,] 3.533807e-02 3.849818e-02 3.869542e-02 3.938805e-02 4.612980e-02 [18,] 3.200551e-02 3.463040e-02 3.573596e-02 3.610168e-02 3.982371e-02 [19,] 2.929695e-02 3.023433e-02 3.085468e-02 3.141575e-02 3.375211e-02 [20,] 2.733029e-02 2.671007e-02 2.573613e-02 2.561626e-02 2.724020e-02 [21,] 2.547147e-02 2.429046e-02 2.174429e-02 2.010052e-02 2.059797e-02 [22,] 2.283544e-02 2.234704e-02 1.912895e-02 1.598845e-02 1.488810e-02 [23,] 1.884514e-02 1.995898e-02 1.729032e-02 1.342514e-02 1.087511e-02 [24,] 1.376487e-02 1.649216e-02 1.535187e-02 1.182507e-02 8.510961e-03 [25,] 8.647268e-03 1.209029e-02 1.269150e-02 1.039973e-02 7.191696e-03 [26,] 4.588091e-03 7.631371e-03 9.335732e-03 8.590546e-03 6.219575e-03 [27,] 2.034520e-03 4.070374e-03 5.920228e-03 6.337970e-03 5.119590e-03 [28,] 7.496461e-04 1.814883e-03 3.174223e-03 4.037432e-03 3.784824e-03 [29,] 2.288091e-04 6.724808e-04 1.423089e-03 2.175957e-03 2.421074e-03 [30,] 5.775736e-05 2.064240e-04 5.302715e-04 9.808815e-04 1.311385e-03 [31,] 1.204731e-05 5.240476e-05 1.636971e-04 3.675478e-04 5.943389e-04 [32,] 2.075537e-06 1.099353e-05 4.179532e-05 1.141082e-04 2.239467e-04 [33,] 2.952764e-07 1.904864e-06 8.818134e-06 2.930073e-05 6.991941e-05 [34,] 3.468448e-08 2.725536e-07 1.536707e-06 6.217429e-06 1.805633e-05 [35,] 3.363741e-09 3.219943e-08 2.211404e-07 1.089713e-06 3.853380e-06 [36,] 2.693253e-10 3.140697e-09 2.627571e-08 1.577168e-07 6.792476e-07 [37,] 1.780299e-11 2.529137e-10 2.577648e-09 1.884755e-08 9.887408e-08 [38,] 9.715481e-13 1.681427e-11 2.087660e-10 1.859574e-09 1.188360e-08 [39,] 4.377138e-14 9.228695e-13 1.395906e-11 1.514748e-10 1.179225e-09 [40,] 1.628058e-15 4.181741e-14 7.705651e-13 1.018656e-11 9.660820e-11 [41,] 4.999223e-17 1.564328e-15 3.511698e-14 5.655508e-13 6.534194e-12 [42,] 1.267325e-18 4.831159e-17 1.321230e-15 2.592211e-14 3.648605e-13 [43,] 2.652323e-20 1.231765e-18 4.103866e-17 9.808956e-16 1.681963e-14 [44,] 4.582656e-22 2.592729e-20 1.052351e-18 3.064279e-17 6.401177e-16 [45,] 6.536735e-24 4.505459e-22 2.227824e-20 7.902905e-19 2.011205e-17 [46,] 7.697568e-26 6.463537e-24 3.893593e-22 1.682655e-20 5.216785e-19 [47,] 7.483455e-28 7.655212e-26 5.617925e-24 2.957731e-22 1.117133e-20 [48,] 6.006249e-30 7.485085e-28 6.691968e-26 4.292151e-24 1.974966e-22 [49,] 3.979762e-32 6.042114e-30 6.580886e-28 5.142140e-26 2.882483e-24 [50,] 2.177025e-34 4.026555e-32 5.342782e-30 5.085871e-28 3.473175e-26 [,11] [,12] [,13] [,14] [,15] [1,] 5.401425e-03 4.820707e-03 3.122638e-03 1.498450e-03 5.614328e-04 [2,] 7.199262e-03 7.814635e-03 6.152375e-03 3.575328e-03 1.606750e-03 [3,] 7.961430e-03 1.048393e-02 1.002633e-02 7.061329e-03 3.815250e-03 [4,] 7.392046e-03 1.169590e-02 1.354530e-02 1.155783e-02 7.521448e-03 [5,] 5.996123e-03 1.102298e-02 1.527566e-02 1.573413e-02 1.233706e-02 [6,] 4.761984e-03 9.225012e-03 1.469510e-02 1.800173e-02 1.693614e-02 [7,] 4.525255e-03 7.785511e-03 1.284198e-02 1.783600e-02 1.976701e-02 [8,] 5.634588e-03 7.905461e-03 1.171369e-02 1.653678e-02 2.042293e-02 [9,] 8.214780e-03 9.859130e-03 1.287435e-02 1.651643e-02 2.040941e-02 [10,] 1.274079e-02 1.323998e-02 1.644936e-02 1.958951e-02 2.234587e-02 [11,] 2.019572e-02 1.786314e-02 2.131478e-02 2.563807e-02 2.807950e-02 [12,] 3.121415e-02 2.442699e-02 2.636684e-02 3.272290e-02 3.716518e-02 [13,] 4.463117e-02 3.397072e-02 3.180483e-02 3.869699e-02 4.693090e-02 [14,] 5.699490e-02 4.622412e-02 3.901918e-02 4.312937e-02 5.433186e-02 [15,] 6.419538e-02 5.845915e-02 4.878305e-02 4.767117e-02 5.835946e-02 [16,] 6.419754e-02 6.650243e-02 5.940763e-02 5.412863e-02 6.079483e-02 [17,] 5.830441e-02 6.747087e-02 6.704747e-02 6.195591e-02 6.420035e-02 [18,] 4.967302e-02 6.170941e-02 6.829820e-02 6.788174e-02 6.890974e-02 [19,] 4.074713e-02 5.204901e-02 6.267249e-02 6.832896e-02 7.218674e-02 [20,] 3.224079e-02 4.139325e-02 5.256633e-02 6.228139e-02 7.056969e-02 [21,] 2.412592e-02 3.123529e-02 4.108459e-02 5.179878e-02 6.298702e-02 [22,] 1.679354e-02 2.207677e-02 3.021047e-02 4.004333e-02 5.152037e-02 [23,] 1.100790e-02 1.437228e-02 2.074896e-02 2.919905e-02 3.943480e-02 [24,] 7.178051e-03 8.641979e-03 1.311580e-02 2.009035e-02 2.889753e-02 [25,] 5.044550e-03 5.013341e-03 7.614839e-03 1.293500e-02 2.047222e-02 [26,] 3.965729e-03 3.066298e-03 4.188536e-03 7.814176e-03 1.400435e-02 [27,] 3.316541e-03 2.136035e-03 2.344266e-03 4.565700e-03 9.318339e-03 [28,] 2.700262e-03 1.657583e-03 1.437697e-03 2.706056e-03 6.182866e-03 [29,] 1.993726e-03 1.300018e-03 9.706686e-04 1.659506e-03 4.158467e-03 [30,] 1.278608e-03 9.436635e-04 6.751480e-04 1.018996e-03 2.763136e-03 [31,] 6.954530e-04 6.011328e-04 4.486358e-04 5.959494e-04 1.715184e-03 [32,] 3.167421e-04 3.265543e-04 2.696748e-04 3.217899e-04 9.467755e-04 [33,] 1.199817e-04 1.489935e-04 1.415099e-04 1.585000e-04 4.524575e-04 [34,] 3.766648e-05 5.663661e-05 6.337208e-05 7.066430e-05 1.858625e-04 [35,] 9.781838e-06 1.785998e-05 2.388389e-05 2.814130e-05 6.602765e-05 [36,] 2.099385e-06 4.661537e-06 7.512737e-06 9.827597e-06 2.056262e-05 [37,] 3.721798e-07 1.005818e-06 1.962887e-06 2.953962e-06 5.695154e-06 [38,] 5.448635e-08 1.792969e-07 4.248321e-07 7.528037e-07 1.413353e-06 [39,] 6.586260e-09 2.639637e-08 7.605141e-08 1.609632e-07 3.129389e-07 [40,] 6.573183e-10 3.208896e-09 1.125124e-08 2.868419e-08 6.095389e-08 [41,] 5.416045e-11 3.220818e-10 1.374974e-09 4.243096e-09 1.026191e-08 [42,] 3.684261e-12 2.669033e-11 1.387646e-10 5.197881e-10 1.470088e-09 [43,] 2.069072e-13 1.826029e-12 1.156356e-11 5.266071e-11 1.771514e-10 [44,] 9.593034e-15 1.031385e-13 7.956075e-13 4.408904e-12 1.782134e-11 [45,] 3.671894e-16 4.809394e-15 4.519414e-14 3.049087e-13 1.489717e-12 [46,] 1.160312e-17 1.851450e-16 2.119476e-15 1.741389e-14 1.031887e-13 [47,] 3.027018e-19 5.884230e-18 8.206100e-17 8.212076e-16 5.913344e-15 [48,] 6.519404e-21 1.543905e-19 2.623021e-18 3.197466e-17 2.800959e-16 [49,] 1.159187e-22 3.344292e-21 6.921838e-20 1.027864e-18 1.096040e-17 [50,] 1.701578e-24 5.980544e-23 1.507978e-21 2.727920e-20 3.542131e-19 [,16] [,17] [,18] [,19] [,20] [1,] 1.821700e-04 5.705182e-05 1.716084e-05 4.486819e-06 9.418751e-07 [2,] 6.147127e-04 2.241771e-04 7.902592e-05 2.453647e-05 6.164484e-06 [3,] 1.727526e-03 7.351751e-04 3.034092e-04 1.116769e-04 3.353913e-05 [4,] 4.045238e-03 2.014219e-03 9.726241e-04 4.236346e-04 1.518684e-04 [5,] 7.904684e-03 4.618155e-03 2.608425e-03 1.341796e-03 5.731908e-04 [6,] 1.293985e-02 8.889143e-03 5.869831e-03 3.557515e-03 1.806836e-03 [7,] 1.791388e-02 1.445810e-02 1.113916e-02 7.925147e-03 4.770213e-03 [8,] 2.145015e-02 2.014593e-02 1.798745e-02 1.492389e-02 1.059089e-02 [9,] 2.334669e-02 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6.880482e-05 2.938859e-05 9.005975e-06 [13,] 3.030904e-04 3.014627e-04 2.182515e-04 1.135493e-04 4.239025e-05 [14,] 5.568258e-04 6.510642e-04 5.717764e-04 3.622141e-04 1.647239e-04 [15,] 9.160284e-04 1.173306e-03 1.238274e-03 9.540473e-04 5.284565e-04 [16,] 1.515456e-03 1.804633e-03 2.223194e-03 2.075648e-03 1.399728e-03 [17,] 2.861405e-03 2.520557e-03 3.339258e-03 3.734335e-03 3.061421e-03 [18,] 6.053800e-03 3.621876e-03 4.312860e-03 5.576045e-03 5.531573e-03 [19,] 1.258318e-02 5.994573e-03 5.151070e-03 6.989429e-03 8.269152e-03 [20,] 2.340309e-02 1.093118e-02 6.498159e-03 7.608201e-03 1.027520e-02 [21,] 3.771987e-02 1.928371e-02 9.505106e-03 7.835108e-03 1.076874e-02 [22,] 5.275890e-02 3.043518e-02 1.504349e-02 8.778914e-03 9.933298e-03 [23,] 6.527027e-02 4.220219e-02 2.281470e-02 1.147328e-02 8.934484e-03 [24,] 7.363664e-02 5.218881e-02 3.131849e-02 1.603342e-02 9.081228e-03 [25,] 7.849274e-02 5.943534e-02 3.897221e-02 2.161995e-02 1.093177e-02 [26,] 8.138060e-02 6.458673e-02 4.529836e-02 2.730949e-02 1.420163e-02 [27,] 8.309661e-02 6.848976e-02 5.079621e-02 3.289568e-02 1.842928e-02 [28,] 8.331566e-02 7.098818e-02 5.567444e-02 3.862450e-02 2.350337e-02 [29,] 8.139333e-02 7.120431e-02 5.908527e-02 4.420377e-02 2.937475e-02 [30,] 7.725744e-02 6.868180e-02 5.980860e-02 4.843566e-02 3.539608e-02 [31,] 7.164293e-02 6.400895e-02 5.750733e-02 5.004464e-02 4.029938e-02 [32,] 6.564941e-02 5.843881e-02 5.314024e-02 4.877494e-02 4.298959e-02 [33,] 6.001658e-02 5.304519e-02 4.822198e-02 4.558824e-02 4.327059e-02 [34,] 5.463457e-02 4.812050e-02 4.373831e-02 4.185350e-02 4.178302e-02 [35,] 4.867883e-02 4.317037e-02 3.961875e-02 3.832717e-02 3.936305e-02 [36,] 4.131955e-02 3.745017e-02 3.508304e-02 3.474183e-02 3.642112e-02 [37,] 3.248328e-02 3.062800e-02 2.949720e-02 3.029040e-02 3.273607e-02 [38,] 2.308347e-02 2.309080e-02 2.298878e-02 2.457157e-02 2.783016e-02 [39,] 1.454724e-02 1.574926e-02 1.635569e-02 1.811019e-02 2.169212e-02 [40,] 8.014759e-03 9.561671e-03 1.051645e-02 1.199654e-02 1.513257e-02 [41,] 3.821671e-03 5.094809e-03 6.052591e-03 7.127618e-03 9.335049e-03 [42,] 1.568050e-03 2.355098e-03 3.082826e-03 3.798369e-03 5.088462e-03 [43,] 5.546127e-04 9.366048e-04 1.372590e-03 1.809018e-03 2.466156e-03 [44,] 1.734293e-04 3.193674e-04 5.282792e-04 7.629983e-04 1.069886e-03 [45,] 5.299040e-05 9.420081e-05 1.743786e-04 2.814610e-04 4.158661e-04 [46,] 1.969786e-05 2.528423e-05 4.932057e-05 8.971460e-05 1.437743e-04 [47,] 9.870026e-06 7.273365e-06 1.219403e-05 2.451047e-05 4.363647e-05 [48,] 5.441459e-06 2.816231e-06 2.885158e-06 5.754772e-06 1.147007e-05 [49,] 2.728295e-06 1.383977e-06 8.209675e-07 1.206241e-06 2.589536e-06 [50,] 1.158999e-06 6.741948e-07 3.266178e-07 2.613484e-07 5.064487e-07 [,36] [,37] [,38] [,39] [,40] [1,] 2.878228e-20 5.174717e-22 6.674392e-24 6.175904e-26 4.099710e-28 [2,] 1.359312e-18 2.977275e-20 4.678239e-22 5.273629e-24 4.264818e-26 [3,] 5.299874e-17 1.414177e-18 2.707108e-20 3.717673e-22 3.662693e-24 [4,] 1.705943e-15 5.545507e-17 1.293247e-18 2.163642e-20 2.596888e-22 [5,] 4.533319e-14 1.795276e-15 5.100466e-17 1.039566e-18 1.520052e-20 [6,] 9.945360e-13 4.798151e-14 1.660699e-15 4.123553e-17 7.345411e-19 [7,] 1.801264e-11 1.058691e-12 4.464003e-14 1.350341e-15 2.930397e-17 [8,] 2.693312e-10 1.928487e-11 9.906280e-13 3.650632e-14 9.651379e-16 [9,] 3.324671e-09 2.900128e-10 1.814886e-11 8.147891e-13 2.624248e-14 [10,] 3.388154e-08 3.600560e-09 2.744989e-10 1.501326e-11 5.890782e-13 [11,] 2.850561e-07 3.690418e-08 3.427556e-09 2.283795e-10 1.091676e-11 [12,] 1.979931e-06 3.122725e-07 3.533304e-08 2.868085e-09 1.670194e-10 [13,] 1.135331e-05 2.181446e-06 3.006977e-07 2.973579e-08 2.109564e-09 [14,] 5.374623e-05 1.258078e-05 2.112670e-06 2.545186e-07 2.199739e-08 [15,] 2.100523e-04 5.989960e-05 1.225423e-05 1.798507e-06 1.893661e-07 [16,] 6.777404e-04 2.354472e-04 5.868043e-05 1.049199e-05 1.345817e-06 [17,] 1.805364e-03 7.640436e-04 2.319820e-04 5.053085e-05 7.896290e-06 [18,] 3.970626e-03 2.046928e-03 7.571294e-04 2.009137e-04 3.824844e-05 [19,] 7.211611e-03 4.527535e-03 2.040076e-03 6.595077e-04 1.529540e-04 [20,] 1.082327e-02 8.268809e-03 4.538355e-03 1.787300e-03 5.049774e-04 [21,] 1.344950e-02 1.247359e-02 8.336288e-03 3.999176e-03 1.376476e-03 [22,] 1.392592e-02 1.555831e-02 1.264761e-02 7.389627e-03 3.098242e-03 [23,] 1.225391e-02 1.609862e-02 1.586454e-02 1.128234e-02 5.761023e-03 [24,] 9.702581e-03 1.396436e-02 1.650135e-02 1.425700e-02 8.860781e-03 [25,] 7.883826e-03 1.049492e-02 1.436415e-02 1.498531e-02 1.131466e-02 [26,] 7.750448e-03 7.515856e-03 1.076875e-02 1.329458e-02 1.212419e-02 [27,] 9.427354e-03 6.243833e-03 7.569104e-03 1.037983e-02 1.122955e-02 [28,] 1.273851e-02 7.053597e-03 6.046263e-03 7.913567e-03 9.662869e-03 [29,] 1.756609e-02 9.924634e-03 6.652639e-03 7.012100e-03 8.764324e-03 [30,] 2.358878e-02 1.470715e-02 9.424062e-03 8.014855e-03 9.280313e-03 [31,] 2.992182e-02 2.088698e-02 1.420098e-02 1.091202e-02 1.123376e-02 [32,] 3.537959e-02 2.744104e-02 2.039703e-02 1.556655e-02 1.444165e-02 [33,] 3.915991e-02 3.331033e-02 2.695684e-02 2.146022e-02 1.880524e-02 [34,] 4.110130e-02 3.797606e-02 3.294167e-02 2.762896e-02 2.401348e-02 [35,] 4.132384e-02 4.128189e-02 3.803238e-02 3.324195e-02 2.932667e-02 [36,] 3.989515e-02 4.279172e-02 4.205840e-02 3.807105e-02 3.401909e-02 [37,] 3.685123e-02 4.178659e-02 4.415670e-02 4.193036e-02 3.784576e-02 [38,] 3.227886e-02 3.799211e-02 4.302254e-02 4.377820e-02 4.060511e-02 [39,] 2.637155e-02 3.197745e-02 3.820013e-02 4.208446e-02 4.135051e-02 [40,] 1.963885e-02 2.479202e-02 3.074421e-02 3.637923e-02 3.873573e-02 [41,] 1.302876e-02 1.750395e-02 2.248371e-02 2.804254e-02 3.246375e-02 [42,] 7.576968e-03 1.105326e-02 1.494090e-02 1.935842e-02 2.402063e-02 [43,] 3.838934e-03 6.127967e-03 8.939377e-03 1.206065e-02 1.571363e-02 [44,] 1.700478e-03 2.944275e-03 4.736556e-03 6.789628e-03 9.179619e-03 [45,] 6.653349e-04 1.220558e-03 2.184683e-03 3.420566e-03 4.833885e-03 [46,] 2.325907e-04 4.385397e-04 8.667009e-04 1.516424e-03 2.294801e-03 [47,] 7.305854e-05 1.381759e-04 2.944810e-04 5.817129e-04 9.710691e-04 [48,] 2.052717e-05 3.874255e-05 8.604032e-05 1.908443e-04 3.598851e-04 [49,] 5.093428e-06 9.768026e-06 2.186895e-05 5.330280e-05 1.148701e-04 [50,] 1.099817e-06 2.214382e-06 4.914483e-06 1.271243e-05 3.121506e-05 [,41] [,42] [,43] [,44] [,45] [1,] 1.952403e-30 6.670363e-33 1.634908e-35 2.874748e-38 3.626361e-41 [2,] 2.474316e-28 1.029849e-30 3.075076e-33 6.587200e-36 1.012303e-38 [3,] 2.588771e-26 1.312655e-28 4.774974e-31 1.246104e-33 2.332934e-36 [4,] 2.236066e-24 1.381274e-26 6.121231e-29 1.946080e-31 4.438610e-34 [5,] 1.594514e-22 1.199946e-24 6.478271e-27 2.509108e-29 6.971787e-32 [6,] 9.386947e-21 8.605901e-23 5.660204e-25 2.670734e-27 9.040529e-30 [7,] 4.562187e-19 5.095461e-21 4.082795e-23 2.346900e-25 9.678234e-28 [8,] 1.830520e-17 2.490710e-19 2.431284e-21 1.702594e-23 8.553641e-26 [9,] 6.063568e-16 1.005114e-17 1.195271e-19 1.019718e-21 6.241061e-24 [10,] 1.658192e-14 3.348577e-16 4.851204e-18 5.041988e-20 3.759400e-22 [11,] 3.743638e-13 9.209959e-15 1.625494e-16 2.058145e-18 1.869524e-20 [12,] 6.977590e-12 2.091258e-13 4.496491e-15 6.935900e-17 7.675316e-19 [13,] 1.073667e-10 3.920219e-12 1.026868e-13 1.929666e-15 2.601441e-17 [14,] 1.363912e-09 6.066881e-11 1.936013e-12 4.432148e-14 7.279213e-16 [15,] 1.430395e-08 7.751277e-10 3.013384e-11 8.404247e-13 1.681541e-14 [16,] 1.238449e-07 8.175866e-09 3.872160e-10 1.315637e-11 3.206882e-13 [17,] 8.852245e-07 7.119467e-08 4.107763e-09 1.700304e-10 5.049075e-12 [18,] 5.223746e-06 5.118165e-07 3.597579e-08 1.814135e-09 6.562861e-11 [19,] 2.544875e-05 3.037639e-06 2.601177e-07 1.597965e-08 7.042529e-10 [20,] 1.023559e-04 1.488395e-05 1.552703e-06 1.162043e-07 6.239086e-09 [21,] 3.398900e-04 6.021088e-05 7.652047e-06 6.976625e-07 4.563295e-08 [22,] 9.319563e-04 2.011172e-04 3.113674e-05 3.458324e-06 2.755663e-07 [23,] 2.110748e-03 5.548378e-04 1.046354e-04 1.415694e-05 1.374155e-06 [24,] 3.952817e-03 1.265297e-03 2.906017e-04 4.788620e-05 5.661357e-06 [25,] 6.139115e-03 2.391103e-03 6.683753e-04 1.340698e-04 1.929764e-05 [26,] 7.975792e-03 3.771116e-03 1.280607e-03 3.122382e-04 5.465158e-05 [27,] 8.876649e-03 5.062862e-03 2.078247e-03 6.134341e-04 1.301331e-04 [28,] 8.973893e-03 6.081127e-03 2.981432e-03 1.054826e-03 2.689604e-04 [29,] 9.171069e-03 7.195039e-03 4.126950e-03 1.718902e-03 5.184443e-04 [30,] 1.043209e-02 9.263075e-03 6.114902e-03 2.952400e-03 1.036967e-03 [31,] 1.299815e-02 1.292728e-02 9.836552e-03 5.525815e-03 2.265637e-03 [32,] 1.638505e-02 1.788217e-02 1.571625e-02 1.038828e-02 5.044122e-03 [33,] 2.008945e-02 2.300376e-02 2.295738e-02 1.784704e-02 1.033886e-02 [34,] 2.404363e-02 2.733816e-02 2.977461e-02 2.675417e-02 1.840510e-02 [35,] 2.826830e-02 3.082674e-02 3.470446e-02 3.478934e-02 2.793765e-02 [36,] 3.237915e-02 3.391992e-02 3.767283e-02 4.003836e-02 3.634544e-02 [37,] 3.576540e-02 3.670830e-02 3.960645e-02 4.239289e-02 4.144869e-02 [38,] 3.806650e-02 3.872611e-02 4.115678e-02 4.321591e-02 4.309721e-02 [39,] 3.903002e-02 3.941974e-02 4.205809e-02 4.372753e-02 4.294388e-02 [40,] 3.798910e-02 3.839506e-02 4.153299e-02 4.392407e-02 4.266329e-02 [41,] 3.410694e-02 3.528073e-02 3.892510e-02 4.284514e-02 4.254076e-02 [42,] 2.744036e-02 2.988589e-02 3.400902e-02 3.949161e-02 4.154326e-02 [43,] 1.943337e-02 2.275182e-02 2.715658e-02 3.356249e-02 3.835790e-02 [44,] 1.206743e-02 1.527001e-02 1.942203e-02 2.574765e-02 3.244479e-02 [45,] 6.619415e-03 8.957806e-03 1.223515e-02 1.751165e-02 2.452453e-02 [46,] 3.248332e-03 4.604504e-03 6.722214e-03 1.041147e-02 1.625873e-02 [47,] 1.439028e-03 2.097157e-03 3.216408e-03 5.362062e-03 9.326359e-03 [48,] 5.743601e-04 8.582753e-04 1.350178e-03 2.384447e-03 4.587728e-03 [49,] 2.037874e-04 3.181869e-04 5.044679e-04 9.189751e-04 1.926647e-03 [50,] 6.309283e-05 1.063840e-04 1.704064e-04 3.105273e-04 6.910423e-04 [,46] [,47] [,48] [,49] [,50] [1,] 3.281754e-44 2.130613e-47 9.923550e-51 3.315855e-54 7.948507e-58 [2,] 1.116050e-41 8.827157e-45 5.008661e-48 2.038865e-51 5.954109e-55 [3,] 3.133388e-39 3.019184e-42 2.087030e-45 1.034985e-48 3.682143e-52 [4,] 7.262683e-37 8.525324e-40 7.179405e-43 4.337425e-46 1.879910e-49 [5,] 1.389737e-34 1.987398e-37 2.038923e-40 1.500661e-43 7.923665e-47 [6,] 2.195436e-32 3.824823e-35 4.780415e-38 4.286332e-41 2.757196e-44 [7,] 2.863264e-30 6.077016e-33 9.253011e-36 1.010745e-38 7.920668e-42 [8,] 3.082866e-28 7.971169e-31 1.478608e-33 1.967659e-36 1.878489e-39 [9,] 2.740315e-26 8.631897e-29 1.950634e-31 3.162357e-34 3.677968e-37 [10,] 2.010939e-24 7.716903e-27 2.124471e-29 4.195893e-32 5.945109e-35 [11,] 1.218288e-22 5.695507e-25 1.910199e-27 4.596110e-30 7.933490e-33 [12,] 6.093313e-21 3.470359e-23 1.417944e-25 4.156321e-28 8.740199e-31 [13,] 2.515994e-19 1.745697e-21 8.689443e-24 3.102990e-26 7.949338e-29 [14,] 8.576663e-18 7.249633e-20 4.396200e-22 1.912512e-24 5.968885e-27 [15,] 2.413680e-16 2.485511e-18 1.836181e-20 9.731519e-23 3.700053e-25 [16,] 5.607815e-15 7.035065e-17 6.331495e-19 4.087989e-21 1.893544e-23 [17,] 1.075625e-13 1.643894e-15 1.802396e-17 1.417725e-19 8.000114e-22 [18,] 1.703258e-12 3.171258e-14 4.235908e-16 4.059070e-18 2.790416e-20 [19,] 2.226660e-11 5.050602e-13 8.218569e-15 9.594323e-17 8.035169e-19 [20,] 2.403165e-10 6.640646e-12 1.316440e-13 1.872220e-15 1.910186e-17 [21,] 2.141295e-09 7.208404e-11 1.740869e-12 3.016190e-14 3.748990e-16 [22,] 1.575264e-08 6.460217e-10 1.900669e-11 4.011737e-13 6.074665e-15 [23,] 9.569190e-08 4.780637e-09 1.713428e-10 4.405709e-12 8.127035e-14 [24,] 4.801992e-07 2.922184e-08 1.275777e-09 3.995954e-11 8.979253e-13 [25,] 1.993055e-06 1.476933e-07 7.852645e-09 2.995547e-10 8.198447e-12 [26,] 6.866066e-06 6.190944e-07 4.006026e-08 1.860165e-09 6.197919e-11 [27,] 1.983342e-05 2.171075e-06 1.706562e-07 9.630803e-09 3.901506e-10 [28,] 4.938134e-05 6.523933e-06 6.198564e-07 4.233653e-08 2.077890e-09 [29,] 1.130503e-04 1.780051e-05 2.021860e-06 1.655237e-07 9.759819e-09 [30,] 2.643067e-04 4.881716e-05 6.526424e-06 6.309523e-07 4.407046e-08 [31,] 6.750543e-04 1.458793e-04 2.283984e-05 2.588924e-06 2.123246e-07 [32,] 1.783230e-03 4.572681e-04 8.490144e-05 1.140368e-05 1.107429e-06 [33,] 4.385712e-03 1.352147e-03 3.019534e-04 4.876010e-05 5.688642e-06 [34,] 9.384154e-03 3.495958e-03 9.453972e-04 1.850056e-04 2.615720e-05 [35,] 1.700672e-02 7.644384e-03 2.506247e-03 5.958538e-04 1.024368e-04 [36,] 2.599211e-02 1.399672e-02 5.548783e-03 1.601952e-03 3.350609e-04 [37,] 3.381035e-02 2.149175e-02 1.023317e-02 3.577417e-03 9.094160e-04 [38,] 3.828068e-02 2.795482e-02 1.577519e-02 6.637563e-03 2.045373e-03 [39,] 3.921795e-02 3.146189e-02 2.052519e-02 1.027182e-02 3.816542e-03 [40,] 3.833877e-02 3.181317e-02 2.298413e-02 1.337494e-02 5.929794e-03 [41,] 3.753790e-02 3.055569e-02 2.296419e-02 1.491527e-02 7.731115e-03 [42,] 3.734448e-02 2.951763e-02 2.168163e-02 1.473934e-02 8.593461e-03 [43,] 3.679385e-02 2.935676e-02 2.066031e-02 1.368333e-02 8.407864e-03 [44,] 3.441178e-02 2.929216e-02 2.054697e-02 1.285134e-02 7.677725e-03 [45,] 2.940181e-02 2.790482e-02 2.079430e-02 1.277180e-02 7.100733e-03 [46,] 2.230319e-02 2.426327e-02 2.022547e-02 1.311348e-02 7.043521e-03 [47,] 1.472096e-02 1.864831e-02 1.795084e-02 1.303152e-02 7.333653e-03 [48,] 8.337783e-03 1.240193e-02 1.403396e-02 1.181505e-02 7.444259e-03 [49,] 4.015222e-03 7.037126e-03 9.452999e-03 9.405984e-03 6.892580e-03 [50,] 1.635025e-03 3.375633e-03 5.410192e-03 6.427783e-03 5.586343e-03 > 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 5.145e-01 5.433e-05 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1jaz41226437160.ps tmp/1jaz41226437160.png") > system("convert tmp/2a4p71226437160.ps tmp/2a4p71226437160.png") > system("convert tmp/3n02s1226437160.ps tmp/3n02s1226437160.png") > system("convert tmp/40qi71226437160.ps tmp/40qi71226437160.png") > system("convert tmp/5dfj11226437160.ps tmp/5dfj11226437160.png") > system("convert tmp/61aoj1226437160.ps tmp/61aoj1226437160.png") > system("convert tmp/72tj51226437160.ps tmp/72tj51226437160.png") > > > proc.time() user system elapsed 4.138 2.269 4.457