R version 2.6.0 (2007-10-03) Copyright (C) 2007 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(59.7,58.2,75.3,69,66.1,77.5,69.3,70.2,70.2,78.2,85.4,82.4,61.2,52.2,85.3,79.9,72.2,85.7,75.5,69.2,77.6,85.3,77,89.9,60,54.3,84,69.9,75.1,81.7,69.9,68.3,77.3,77.4,85.3,91,60.6,57.6,93.8,78.7,80.3,89.8,77.5,71.7,83.2,86.2,100.7,100.8,57.1,62.5,79.7,80.3,92.4,91.8,85.8,84.2,93.1,101.2,100.6,106.7,64,67.5,101,95.5,97,103.8,95.2,86.7,93.5,102.5,112.3,105.5,75.4,70.4,108,100,93.3,111.1,101.1,98.1) > y <- c(100.6,96.1,110,108.2,106.9,117.2,105.2,106.3,95.9,107.5,113,111.4,95.5,90.3,110.8,107.1,101.4,112.9,98.5,100.1,93.4,104.4,101.8,107.9,91.3,86.6,111.4,98.4,102.2,103,95.8,96,95.7,106.4,112,116.2,93.9,100.5,112.5,101.2,107.8,114.3,99.6,98.6,93.6,99.6,113.1,110.7,88.1,93.1,107.4,99.5,105.6,108.3,99.2,99.3,107.1,106.9,115.4,99,100.1,96.2,96.9,96.2,91,99,99,107.2,110.8,111.1,104.6,94.3,90.7,88.8,90.9,90.5,95.5,103.1,100.6,103.1) > x <- c(115.9,112.9,126.3,116.8,112,129.7,113.6,115.7,119.5,125.8,129.6,128,112.8,101.6,123.9,118.8,109.1,130.6,112.4,111,116.2,119.8,117.2,127.3,107.7,97.5,120.1,110.6,111.3,119.8,105.5,108.7,128.7,119.5,121.1,128.4,108.8,107.5,125.6,102.9,107.5,120.4,104.3,100.6,121.9,112.7,124.9,123.9,102.2,104.9,109.8,98.9,107.3,112.6,104,110.6,100.8,103.8,117,108.4,95.5,96.9,103.9,101.1,100.6,104.3,98,99.5,97.4,105.6,117.5,107.4,97.8,91.5,107.7,100.1,96.6,106.8,98,98.6) > 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1qa8t1194948979.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/22f7j1194948979.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3k3h81194948979.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4lgev1194948979.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5cu7z1194948979.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 51.6874 0.4528 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6yemr1194948980.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] 81.42123 82.25710 83.09297 83.92883 84.76470 85.60057 86.43644 [8] 87.27231 88.10817 88.94404 89.77991 90.61578 91.45165 92.28752 [15] 93.12338 93.95925 94.79512 95.63099 96.46686 97.30272 98.13859 [22] 98.97446 99.81033 100.64620 101.48207 102.31793 103.15380 103.98967 [29] 104.82554 105.66141 106.49728 107.33314 108.16901 109.00488 109.84075 [36] 110.67662 111.51248 112.34835 113.18422 114.02009 114.85596 115.69183 [43] 116.52769 117.36356 118.19943 119.03530 119.87117 120.70703 121.54290 [50] 122.37877 $yords [1] 41.06323 42.74432 44.42542 46.10651 47.78760 49.46869 51.14979 [8] 52.83088 54.51197 56.19306 57.87416 59.55525 61.23634 62.91743 [15] 64.59853 66.27962 67.96071 69.64181 71.32290 73.00399 74.68508 [22] 76.36618 78.04727 79.72836 81.40945 83.09055 84.77164 86.45273 [29] 88.13382 89.81492 91.49601 93.17710 94.85819 96.53929 98.22038 [36] 99.90147 101.58257 103.26366 104.94475 106.62584 108.30694 109.98803 [43] 111.66912 113.35021 115.03131 116.71240 118.39349 120.07458 121.75568 [50] 123.43677 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.393048e-03 4.544489e-03 5.773075e-03 6.955966e-03 7.951649e-03 [2,] 4.543317e-03 6.179221e-03 7.977990e-03 9.777261e-03 1.137577e-02 [3,] 5.790488e-03 7.988203e-03 1.047118e-02 1.304042e-02 1.543022e-02 [4,] 7.044037e-03 9.846097e-03 1.309044e-02 1.655070e-02 1.990006e-02 [5,] 8.200743e-03 1.160458e-02 1.563446e-02 2.005146e-02 2.447985e-02 [6,] 9.158863e-03 1.311398e-02 1.789361e-02 2.326471e-02 2.882248e-02 [7,] 9.831759e-03 1.424416e-02 1.968091e-02 2.593453e-02 3.259615e-02 [8,] 1.015972e-02 1.490173e-02 2.085699e-02 2.786266e-02 3.553309e-02 [9,] 1.011939e-02 1.504255e-02 2.134674e-02 2.893095e-02 3.745991e-02 [10,] 9.729557e-03 1.467915e-02 2.114811e-02 2.911152e-02 3.830959e-02 [11,] 9.050882e-03 1.388121e-02 2.033293e-02 2.846703e-02 3.812009e-02 [12,] 8.177332e-03 1.276661e-02 1.903786e-02 2.714146e-02 3.702429e-02 [13,] 7.219587e-03 1.148229e-02 1.744400e-02 2.534000e-02 3.523167e-02 [14,] 6.283971e-03 1.017775e-02 1.574657e-02 2.329785e-02 3.300012e-02 [15,] 5.452719e-03 8.977661e-03 1.412049e-02 2.124147e-02 3.059786e-02 [16,] 4.771024e-03 7.960893e-03 1.269017e-02 1.934981e-02 2.825965e-02 [17,] 4.243808e-03 7.150993e-03 1.151086e-02 1.772443e-02 2.614583e-02 [18,] 3.842089e-03 6.519986e-03 1.056614e-02 1.637636e-02 2.431452e-02 [19,] 3.516412e-03 6.003760e-03 9.782219e-03 1.523425e-02 2.271713e-02 [20,] 3.213431e-03 5.524787e-03 9.055710e-03 1.417352e-02 2.122226e-02 [21,] 2.891240e-03 5.016117e-03 8.287654e-03 1.305990e-02 1.966498e-02 [22,] 2.529430e-03 4.439880e-03 7.414019e-03 1.179471e-02 1.790733e-02 [23,] 2.131394e-03 3.794986e-03 6.422913e-03 1.034650e-02 1.588891e-02 [24,] 1.719013e-03 3.112304e-03 5.353236e-03 8.757858e-03 1.364793e-02 [25,] 1.322496e-03 2.440328e-03 4.276733e-03 7.126291e-03 1.130555e-02 [26,] 9.696693e-04 1.827720e-03 3.271929e-03 5.568734e-03 9.022258e-03 [27,] 6.784940e-04 1.309441e-03 2.400712e-03 4.185415e-03 6.946916e-03 [28,] 4.545715e-04 9.005044e-04 1.695407e-03 3.036496e-03 5.179070e-03 [29,] 2.930520e-04 5.974528e-04 1.158230e-03 2.136916e-03 3.755740e-03 [30,] 1.828717e-04 3.846359e-04 7.696329e-04 1.466086e-03 2.660824e-03 [31,] 1.110999e-04 2.415449e-04 4.996968e-04 9.841841e-04 1.846547e-03 [32,] 6.598785e-05 1.484423e-04 3.176992e-04 6.471405e-04 1.255100e-03 [33,] 3.837114e-05 8.929860e-05 1.976230e-04 4.159883e-04 8.330890e-04 [34,] 2.180658e-05 5.244310e-05 1.198478e-04 2.603004e-04 5.374170e-04 [35,] 1.206342e-05 2.993105e-05 7.051396e-05 1.577551e-04 3.352204e-04 [36,] 6.466344e-06 1.652599e-05 4.007531e-05 9.222490e-05 2.014537e-04 [37,] 3.348100e-06 8.804523e-06 2.195807e-05 5.194448e-05 1.165867e-04 [38,] 1.675338e-06 4.532774e-06 1.162758e-05 2.828571e-05 6.527012e-05 [39,] 8.152548e-07 2.272051e-06 6.003324e-06 1.504202e-05 3.574989e-05 [40,] 3.911840e-07 1.125814e-06 3.072221e-06 7.950834e-06 1.951795e-05 [41,] 1.889957e-07 5.635387e-07 1.593365e-06 4.272244e-06 1.086380e-05 [42,] 9.398427e-08 2.910441e-07 8.543550e-07 2.377207e-06 6.269327e-06 [43,] 4.866205e-08 1.564613e-07 4.764880e-07 1.374233e-06 3.752960e-06 [44,] 2.604410e-08 8.667527e-08 2.729411e-07 8.131328e-07 2.291464e-06 [45,] 1.409463e-08 4.834709e-08 1.567784e-07 4.805610e-07 1.392238e-06 [46,] 7.520521e-09 2.649043e-08 8.815684e-08 2.771502e-07 8.230752e-07 [47,] 3.876629e-09 1.398654e-08 4.765672e-08 1.533473e-07 4.659631e-07 [48,] 1.904593e-09 7.027500e-09 2.448284e-08 8.053300e-08 2.501090e-07 [49,] 8.846857e-10 3.335430e-09 1.187202e-08 3.989341e-08 1.265544e-07 [50,] 3.867627e-10 1.489246e-09 5.413403e-09 1.857602e-08 6.017431e-08 [,6] [,7] [,8] [,9] [,10] [1,] 8.630018e-03 8.904438e-03 8.754854e-03 8.233028e-03 7.447273e-03 [2,] 1.257281e-02 1.321560e-02 1.323916e-02 1.268404e-02 1.168409e-02 [3,] 1.735520e-02 1.857401e-02 1.895050e-02 1.849076e-02 1.734080e-02 [4,] 2.276205e-02 2.478892e-02 2.574631e-02 2.557595e-02 2.441188e-02 [5,] 2.845620e-02 3.151779e-02 3.330970e-02 3.367706e-02 3.270832e-02 [6,] 3.403183e-02 3.831893e-02 4.119565e-02 4.238143e-02 4.188012e-02 [7,] 3.908387e-02 4.472938e-02 4.891163e-02 5.120373e-02 5.148593e-02 [8,] 4.327094e-02 5.034106e-02 5.600330e-02 5.967598e-02 6.108242e-02 [9,] 4.635558e-02 5.485158e-02 6.211478e-02 6.741427e-02 7.029388e-02 [10,] 4.821871e-02 5.808172e-02 6.700895e-02 7.414037e-02 7.883288e-02 [11,] 4.885570e-02 5.996798e-02 7.055502e-02 7.966231e-02 8.647109e-02 [12,] 4.836412e-02 6.054633e-02 7.270549e-02 8.384038e-02 9.298909e-02 [13,] 4.692806e-02 5.993877e-02 7.348284e-02 8.656929e-02 9.814626e-02 [14,] 4.479737e-02 5.834359e-02 7.298257e-02 8.779228e-02 1.016994e-01 [15,] 4.225710e-02 5.602071e-02 7.138200e-02 8.753828e-02 1.034676e-01 [16,] 3.958586e-02 5.326217e-02 6.893535e-02 8.595371e-02 1.034098e-01 [17,] 3.700720e-02 5.034423e-02 6.593940e-02 8.329832e-02 1.016681e-01 [18,] 3.464561e-02 4.746951e-02 6.267013e-02 7.989132e-02 9.854377e-02 [19,] 3.250248e-02 4.471874e-02 5.931039e-02 7.602220e-02 9.440787e-02 [20,] 3.046568e-02 4.203575e-02 5.590158e-02 7.186588e-02 8.958459e-02 [21,] 2.835656e-02 3.926042e-02 5.234870e-02 6.744677e-02 8.426703e-02 [22,] 2.600240e-02 3.620432e-02 4.848510e-02 6.267513e-02 7.850772e-02 [23,] 2.330786e-02 3.274073e-02 4.417226e-02 5.744106e-02 7.228610e-02 [24,] 2.029650e-02 2.887022e-02 3.938842e-02 5.171779e-02 6.561025e-02 [25,] 1.710513e-02 2.473261e-02 3.426351e-02 4.562012e-02 5.859158e-02 [26,] 1.393635e-02 2.056241e-02 2.904591e-02 3.938973e-02 5.145101e-02 [27,] 1.099287e-02 1.661216e-02 2.402213e-02 3.332046e-02 4.445894e-02 [28,] 8.422818e-03 1.308057e-02 1.943153e-02 2.766798e-02 3.785057e-02 [29,] 6.294865e-03 1.007378e-02 1.541444e-02 2.258956e-02 3.176697e-02 [30,] 4.604987e-03 7.607065e-03 1.200785e-02 1.813598e-02 2.624975e-02 [31,] 3.302458e-03 5.634096e-03 9.176845e-03 1.428556e-02 2.128129e-02 [32,] 2.318749e-03 4.082843e-03 6.856466e-03 1.099120e-02 1.683789e-02 [33,] 1.587872e-03 2.881674e-03 4.982352e-03 8.213473e-03 1.292353e-02 [34,] 1.055029e-03 1.970198e-03 3.501794e-03 5.928444e-03 9.570023e-03 [35,] 6.767712e-04 1.298662e-03 2.369962e-03 4.116394e-03 6.812102e-03 [36,] 4.178246e-04 8.231790e-04 1.541466e-03 2.745751e-03 4.657359e-03 [37,] 2.483540e-04 5.023484e-04 9.654159e-04 1.764203e-03 3.068792e-03 [38,] 1.429172e-04 2.970811e-04 5.866010e-04 1.101086e-03 1.966734e-03 [39,] 8.061926e-05 1.725743e-04 3.508428e-04 6.778573e-04 1.245752e-03 [40,] 4.545924e-05 1.004862e-04 2.108885e-04 4.204135e-04 7.966453e-04 [41,] 2.620212e-05 5.994892e-05 1.301375e-04 2.681169e-04 5.244780e-04 [42,] 1.567054e-05 3.712382e-05 8.335752e-05 1.774226e-04 3.580462e-04 [43,] 9.703838e-06 2.375381e-05 5.504610e-05 1.207626e-04 2.508394e-04 [44,] 6.107645e-06 1.539593e-05 3.670186e-05 8.274050e-05 1.764089e-04 [45,] 3.811932e-06 9.863178e-06 2.411650e-05 5.572317e-05 1.216741e-04 [46,] 2.308913e-06 6.117921e-06 1.531163e-05 3.619605e-05 8.082317e-05 [47,] 1.337022e-06 3.622676e-06 9.268768e-06 2.239331e-05 5.108910e-05 [48,] 7.333690e-07 2.030250e-06 5.306529e-06 1.309508e-05 3.051054e-05 [49,] 3.790101e-07 1.071568e-06 2.860125e-06 7.206915e-06 1.714423e-05 [50,] 1.840114e-07 5.311937e-07 1.447562e-06 3.723910e-06 9.043630e-06 [,11] [,12] [,13] [,14] [,15] [1,] 6.531878e-03 5.612168e-03 4.777179e-03 0.0040678762 0.0034820828 [2,] 1.042786e-02 9.107249e-03 7.871525e-03 0.0068013076 0.0059082036 [3,] 1.574397e-02 1.397245e-02 1.225722e-02 0.0107401797 0.0094614404 [4,] 2.254128e-02 2.032202e-02 1.808571e-02 0.0160600883 0.0143348720 [5,] 3.070999e-02 2.811787e-02 2.537498e-02 0.0228187075 0.0206149028 [6,] 3.997994e-02 3.717065e-02 3.400369e-02 0.0309435469 0.0282614471 [7,] 4.998085e-02 4.719122e-02 4.375569e-02 0.0402705685 0.0371391083 [8,] 6.032793e-02 5.787254e-02 5.440022e-02 0.0506246389 0.0470974894 [9,] 7.069198e-02 6.896057e-02 6.576699e-02 0.0619035548 0.0580672736 [10,] 8.081772e-02 8.027169e-02 7.776792e-02 0.0741124957 0.0701162777 [11,] 9.048274e-02 9.164020e-02 9.033846e-02 0.0873098888 0.0834143867 [12,] 9.942539e-02 1.028205e-01 1.033151e-01 0.1014684843 0.0980942265 [13,] 1.072922e-01 1.134014e-01 1.163083e-01 0.1163069177 0.1140508831 [14,] 1.136489e-01 1.227924e-01 1.286474e-01 0.1311778297 0.1307694449 [15,] 1.180646e-01 1.303114e-01 1.394461e-01 0.1450867233 0.1472748404 [16,] 1.202372e-01 1.353477e-01 1.477846e-01 0.1568612980 0.1622542927 [17,] 1.200978e-01 1.375345e-01 1.529409e-01 0.1654199889 0.1743274067 [18,] 1.178400e-01 1.368506e-01 1.545770e-01 0.1700380762 0.1823699701 [19,] 1.138537e-01 1.336068e-01 1.528040e-01 0.1705090318 0.1857726954 [20,] 1.085938e-01 1.283261e-01 1.481080e-01 0.1671490232 0.1845487879 [21,] 1.024493e-01 1.215814e-01 1.411842e-01 0.1606653120 0.1792748395 [22,] 9.567578e-02 1.138687e-01 1.327629e-01 0.1519622967 0.1709161211 [23,] 8.841515e-02 1.055613e-01 1.234933e-01 0.1419642330 0.1606140576 [24,] 8.077272e-02 9.693848e-02 1.139027e-01 0.1314953622 0.1494938462 [25,] 7.289231e-02 8.823718e-02 1.043982e-01 0.1212099238 0.1385101588 [26,] 6.497772e-02 7.967394e-02 9.526695e-02 0.1115425448 0.1283246012 [27,] 5.725183e-02 7.141958e-02 8.665232e-02 0.1026652274 0.1192162683 [28,] 4.988828e-02 6.355349e-02 7.852924e-02 0.0944706240 0.1110517065 [29,] 4.296624e-02 5.604423e-02 7.071777e-02 0.0866174463 0.1033498827 [30,] 3.647894e-02 4.878548e-02 6.295936e-02 0.0786547172 0.0954529175 [31,] 3.038798e-02 4.167679e-02 5.503849e-02 0.0701973715 0.0867635570 [32,] 2.468696e-02 3.470630e-02 4.689747e-02 0.0610885161 0.0769687924 [33,] 1.943606e-02 2.799024e-02 3.868989e-02 0.0514803948 0.0661648641 [34,] 1.475071e-02 2.174882e-02 3.074696e-02 0.0418004066 0.0548376291 [35,] 1.075583e-02 1.623325e-02 2.347427e-02 0.0326199523 0.0437127705 [36,] 7.533259e-03 1.164104e-02 1.722638e-02 0.0244834810 0.0335405730 [37,] 5.088330e-03 8.056729e-03 1.221034e-02 0.0177643078 0.0248972321 [38,] 3.347230e-03 5.437291e-03 8.448770e-03 0.0125929566 0.0180660962 [39,] 2.180168e-03 3.638868e-03 5.803823e-03 0.0088681164 0.0130223571 [40,] 1.436167e-03 2.466147e-03 4.040262e-03 0.0063286227 0.0095043755 [41,] 9.747083e-04 1.722434e-03 2.897768e-03 0.0046491811 0.0071298452 [42,] 6.853244e-04 1.244892e-03 2.147955e-03 0.0035247608 0.0055109517 [43,] 4.934157e-04 9.194944e-04 1.624302e-03 0.0027224747 0.0043353180 [44,] 3.557595e-04 6.787912e-04 1.225856e-03 0.0020967408 0.0033998992 [45,] 2.510978e-04 4.898299e-04 9.034987e-04 0.0015764515 0.0026037062 [46,] 1.704807e-04 3.397272e-04 6.397112e-04 0.0011385866 0.0019163412 [47,] 1.100711e-04 2.239690e-04 4.304557e-04 0.0007815969 0.0013411704 [48,] 6.711981e-05 1.394231e-04 2.734886e-04 0.0005066692 0.0008867076 [49,] 3.850365e-05 8.164263e-05 1.634516e-04 0.0003090003 0.0005516809 [50,] 2.073365e-05 4.487549e-05 9.169811e-05 0.0001769122 0.0003222872 [,16] [,17] [,18] [,19] [,20] [,21] [1,] 0.0029909708 0.0025588787 0.002158927 0.001780412 0.001428045 0.001115993 [2,] 0.0051553928 0.0044877521 0.003859034 0.003247694 0.002659253 0.002118507 [3,] 0.0083806217 0.0074182500 0.006498907 0.005581022 0.004666674 0.003793688 [4,] 0.0128766761 0.0115798270 0.010328750 0.009048197 0.007727096 0.006414712 [5,] 0.0187560467 0.0171151204 0.015527375 0.013866797 0.012092404 0.010255747 [6,] 0.0260039202 0.0240384078 0.022149280 0.020143168 0.017926137 0.015532634 [7,] 0.0344979731 0.0322391211 0.030108351 0.027836120 0.025251095 0.022341637 [8,] 0.0440843422 0.0415460007 0.039221751 0.036774220 0.033938304 0.030623823 [9,] 0.0546844324 0.0518376289 0.049312688 0.046738056 0.043758750 0.040182067 [10,] 0.0663779817 0.0631511283 0.060335497 0.057586422 0.054493534 0.050761003 [11,] 0.0794013917 0.0757230151 0.072459013 0.069372024 0.066063864 0.062170295 [12,] 0.0940290401 0.0899119201 0.086044984 0.082378659 0.078617611 0.074401297 [13,] 0.1103614800 0.1060025301 0.101495300 0.097032114 0.092511497 0.087673704 [14,] 0.1281016349 0.1239533595 0.119003536 0.113689105 0.108163940 0.102365319 [15,] 0.1464255242 0.1431947466 0.138303276 0.132370731 0.125811572 0.118823438 [16,] 0.1640275820 0.1625796905 0.158525757 0.152547350 0.145255918 0.137113219 [17,] 0.1793505155 0.1805350693 0.178247235 0.173076719 0.165707793 0.156800032 [18,] 0.1909287577 0.1953779696 0.195733300 0.192344021 0.185810714 0.176865495 [19,] 0.1977253582 0.2056931270 0.209308347 0.208574968 0.203860494 0.195815233 [20,] 0.1993498977 0.2106470913 0.217731990 0.220227873 0.218164635 0.211966357 [21,] 0.1961026284 0.2101496671 0.220470329 0.226346762 0.227435590 0.223835555 [22,] 0.1888612604 0.2048379213 0.217797235 0.226779121 0.231103810 0.230512020 [23,] 0.1788719239 0.1959142951 0.210718105 0.222209355 0.229465264 0.231903849 [24,] 0.1675077864 0.1848933056 0.200747501 0.214006063 0.223623866 0.228782947 [25,] 0.1560340220 0.1733063655 0.189588001 0.203915171 0.215235780 0.222605635 [26,] 0.1453983409 0.1624063338 0.178766106 0.193657809 0.206106195 0.215142814 [27,] 0.1360704672 0.1529201025 0.169296164 0.184519560 0.197731070 0.208008291 [28,] 0.1279718364 0.1449121116 0.161459689 0.177040852 0.190909304 0.202216951 [29,] 0.1205380833 0.1378163845 0.154779222 0.170911981 0.185550909 0.197913419 [30,] 0.1129237739 0.1306526234 0.148216718 0.165124136 0.180757046 0.194369293 [31,] 0.1043004728 0.1223726904 0.140546013 0.158338360 0.175154191 0.190255762 [32,] 0.0941505783 0.1122249018 0.130777268 0.149349416 0.167368639 0.184096395 [33,] 0.0824522165 0.1000102573 0.118488131 0.137485307 0.156476944 0.174741534 [34,] 0.0696923395 0.0861471076 0.103955501 0.122814718 0.142287704 0.161711470 [35,] 0.0567142037 0.0715366541 0.088061589 0.106114203 0.125384454 0.145319816 [36,] 0.0444668306 0.0572937268 0.072028817 0.088633396 0.106947025 0.126571922 [37,] 0.0337512649 0.0444455210 0.057087128 0.071754641 0.088432556 0.106897894 [38,] 0.0250452601 0.0336960050 0.044182412 0.056659059 0.071222142 0.087810405 [39,] 0.0184471724 0.0253159380 0.033804116 0.044090742 0.056330561 0.070580078 [40,] 0.0137326675 0.0191679622 0.025961181 0.034268822 0.044246441 0.056006152 [41,] 0.0104829094 0.0148325859 0.020286555 0.026948374 0.034928139 0.044331459 [42,] 0.0082297699 0.0117768562 0.016215726 0.021588219 0.027934953 0.035309686 [43,] 0.0065714986 0.0095068370 0.013172212 0.017557817 0.022635175 0.028386853 [44,] 0.0052336920 0.0076636273 0.010704017 0.014314155 0.018415318 0.022925027 [45,] 0.0040746293 0.0060505121 0.008542780 0.011501858 0.014825720 0.018390068 [46,] 0.0030520995 0.0046044838 0.006589646 0.008965476 0.011631580 0.014450569 [47,] 0.0021758716 0.0033399008 0.004855535 0.006695972 0.008778985 0.010978370 [48,] 0.0014663737 0.0022925884 0.003391100 0.004750768 0.006314041 0.007980360 [49,] 0.0009304019 0.0014826934 0.002233834 0.003184239 0.004299592 0.005509180 [50,] 0.0005544748 0.0009011033 0.001383810 0.002009211 0.002760512 0.003593607 [,22] [,23] [,24] [,25] [,26] [1,] 0.0008605066 0.000674018 0.0005619446 0.0005219600 0.0005448296 [2,] 0.0016574028 0.001303931 0.0010749729 0.0009735235 0.0009891263 [3,] 0.0030178379 0.002393888 0.0019614592 0.0017377685 0.0017162409 [4,] 0.0051978301 0.004171596 0.0034145241 0.0029729278 0.0028549300 [5,] 0.0084766744 0.006903273 0.0056721754 0.0048796673 0.0045666244 [6,] 0.0131074291 0.010857359 0.0089947863 0.0076901528 0.0070419077 [7,] 0.0192554458 0.016250702 0.0136243031 0.0116423200 0.0104885904 [8,] 0.0269464674 0.023190930 0.0197311407 0.0169391372 0.0151076417 [9,] 0.0360515991 0.031637993 0.0273643104 0.0236998503 0.0210561937 [10,] 0.0463295506 0.041409314 0.0364272901 0.0319190973 0.0284041387 [11,] 0.0575248117 0.052241373 0.0467003204 0.0414554344 0.0371004315 [12,] 0.0694905787 0.063896601 0.0579152626 0.0520668929 0.0469708506 [13,] 0.0822811291 0.076276264 0.0698635806 0.0634935421 0.0577624818 [14,] 0.0961558370 0.089482551 0.0824919622 0.0755597805 0.0692285719 [15,] 0.1114641678 0.103780149 0.0959292447 0.0882455103 0.0812182397 [16,] 0.1284314942 0.119443974 0.1104060193 0.1016737290 0.0937173876 [17,] 0.1469188292 0.136534325 0.1260747885 0.1159932107 0.1067989180 [18,] 0.1662582145 0.154688138 0.1427950691 0.1311903135 0.1204852238 [19,] 0.1852511605 0.173028070 0.1599839105 0.1469155007 0.1345834808 [20,] 0.2023613505 0.190256066 0.1766218079 0.1624237127 0.1485878724 [21,] 0.2160585890 0.204927125 0.1914451945 0.1766875686 0.1617249498 [22,] 0.2252109520 0.215823589 0.2032750785 0.1886636925 0.1731509711 [23,] 0.2294007882 0.222305410 0.2113678387 0.1976167078 0.1822296957 [24,] 0.2290614328 0.224514968 0.2156586421 0.2033725841 0.1887717338 [25,] 0.2253829077 0.223360753 0.2168047582 0.2063985274 0.1931289402 [26,] 0.2199998614 0.220273198 0.2160056061 0.2076741131 0.1960999279 [27,] 0.2145393820 0.216796466 0.2146505229 0.2083947029 0.1986803024 [28,] 0.2101573344 0.214135377 0.2139016930 0.2096043448 0.2017475970 [29,] 0.2072089568 0.212798514 0.2143419922 0.2118746083 0.2057862113 [30,] 0.2051666486 0.212454658 0.2157984997 0.2151265461 0.2107340736 [31,] 0.2028148671 0.212048530 0.2173929583 0.2186413645 0.2159833441 [32,] 0.1986513577 0.210129676 0.2177917716 0.2212409542 0.2205139219 [33,] 0.1913527722 0.205276806 0.2155640507 0.2215685208 0.2231023098 [34,] 0.1801549093 0.196482546 0.2095363065 0.2183847645 0.2225445778 [35,] 0.1650486507 0.183400546 0.1990585235 0.2108165620 0.2178563179 [36,] 0.1467664950 0.166417143 0.1841421714 0.1985291695 0.2084407590 [37,] 0.1265945052 0.146559245 0.1654654823 0.1818121901 0.1942229769 [38,] 0.1060757393 0.125275603 0.1442549864 0.1615669899 0.1757286011 [39,] 0.0866817372 0.104141478 0.1220601419 0.1391788493 0.1540635868 [40,] 0.0695292124 0.084550190 0.1004582934 0.1162760006 0.1307599863 [41,] 0.0552090240 0.067465933 0.0807574182 0.0944212665 0.1075001434 [42,] 0.0437662580 0.053304251 0.0637809514 0.0748237702 0.0857933055 [43,] 0.0348237399 0.041968766 0.0497991699 0.0581633631 0.0667113085 [44,] 0.0277930596 0.033016645 0.0386170989 0.0445780248 0.0507688693 [45,] 0.0220907639 0.025878916 0.0297671393 0.0337959998 0.0379697071 [46,] 0.0172870907 0.020050405 0.0227202156 0.0253393179 0.0279708410 [47,] 0.0131539583 0.015191777 0.0170382606 0.0187115063 0.0202807398 [48,] 0.0096256833 0.011134458 0.0124331488 0.0135108874 0.0144161860 [49,] 0.0067163520 0.007820591 0.0087449422 0.0094583111 0.0099823759 [50,] 0.0044412265 0.005226190 0.0058809063 0.0063664829 0.0066835125 [,27] [,28] [,29] [,30] [,31] [,32] [1,] 0.000615959 0.0007172289 0.000829049 0.0009326226 0.001012210 0.001056956 [2,] 0.001100054 0.0012763323 0.001483340 0.0016859619 0.001852986 0.001960999 [3,] 0.001868851 0.0021505143 0.002504845 0.0028711642 0.003192336 0.003422274 [4,] 0.003031495 0.0034418099 0.004001591 0.0046139423 0.005182198 0.005623109 [5,] 0.004715219 0.0052538046 0.006067508 0.0070136012 0.007940871 0.008710828 [6,] 0.007063981 0.0076870275 0.008769823 0.0101189899 0.011515864 0.012747820 [7,] 0.010236436 0.0108411931 0.012149254 0.0139206448 0.015863232 0.017675318 [8,] 0.014399068 0.0148227143 0.016236520 0.0183693692 0.020860942 0.023315143 [9,] 0.019708189 0.0197488856 0.021077836 0.0234185686 0.026360869 0.029422791 [10,] 0.026277345 0.0257366015 0.026751440 0.0290704379 0.032261787 0.035780263 [11,] 0.034136162 0.0328690687 0.033355815 0.0353958414 0.038566132 0.042289250 [12,] 0.043199030 0.0411490812 0.040963712 0.0425052777 0.045381715 0.049012762 [13,] 0.053267535 0.0504634908 0.049559420 0.0504744635 0.052853451 0.056130179 [14,] 0.064079869 0.0605869476 0.058994931 0.0592591214 0.061049995 0.063813887 [15,] 0.075393359 0.0712349690 0.068997161 0.0686476629 0.069862117 0.072082579 [16,] 0.087057157 0.0821436278 0.079229844 0.0782835427 0.078969877 0.080706485 [17,] 0.099023970 0.0931279425 0.089377172 0.0877488514 0.087900431 0.089217328 [18,] 0.111276921 0.1040763228 0.099198960 0.0966640259 0.096148587 0.097021952 [19,] 0.123701106 0.1148786488 0.108526715 0.1047532280 0.103301882 0.103567207 [20,] 0.135976333 0.1253367859 0.117215740 0.1118559370 0.109120780 0.108486691 [21,] 0.147572211 0.1351309550 0.125106846 0.1179087786 0.113563074 0.111683835 [22,] 0.157877716 0.1438891801 0.132049400 0.1229416999 0.116777201 0.113347560 [23,] 0.166420616 0.1513423711 0.137992207 0.1271118306 0.119094022 0.113923926 [24,] 0.173074607 0.1574860008 0.143090814 0.1307523943 0.121019875 0.114063891 [25,] 0.178150122 0.1626534756 0.147752627 0.1343810012 0.123202378 0.114545863 [26,] 0.182318841 0.1674477936 0.152567027 0.1386209709 0.126335986 0.116159274 [27,] 0.186398738 0.1725506731 0.158130959 0.1440382258 0.131005508 0.119549077 [28,] 0.191084472 0.1784881736 0.164840381 0.1509520306 0.137512020 0.125053209 [29,] 0.196721226 0.1854467302 0.172737275 0.1593021152 0.145752269 0.132589535 [30,] 0.203191242 0.1932017842 0.181472154 0.1686316000 0.155208745 0.141643366 [31,] 0.209930206 0.2011646709 0.190382985 0.1781884760 0.165058601 0.151368930 [32,] 0.216042057 0.2085040367 0.198638261 0.1870921308 0.174354222 0.160768707 [33,] 0.220456235 0.2142790714 0.205372004 0.1944863714 0.182197535 0.168881014 [34,] 0.222080387 0.2175407913 0.209761267 0.1996200273 0.187841717 0.174908145 [35,] 0.219934042 0.2174003672 0.211047053 0.2018482220 0.190700633 0.178253478 [36,] 0.213278508 0.2131005798 0.208546227 0.2006013884 0.190302073 0.178486717 [37,] 0.201759076 0.2041292005 0.201713160 0.1953916389 0.186253297 0.175293804 [38,] 0.185542721 0.1903742346 0.190273782 0.1859003951 0.178275968 0.168470463 [39,] 0.165394037 0.1722654754 0.174391962 0.1721305666 0.166317540 0.157983927 [40,] 0.142623052 0.1508175972 0.154781269 0.1545492442 0.150687677 0.144076571 [41,] 0.118879288 0.1275148700 0.132679374 0.1341309137 0.132137711 0.127348256 [42,] 0.095838272 0.1040479797 0.109660459 0.1122501417 0.111819192 0.108754671 [43,] 0.074883680 0.0819863652 0.087338540 0.0904434306 0.091113277 0.089495936 [44,] 0.056893600 0.0625007292 0.067065732 0.0701212753 0.071383686 0.070821851 [45,] 0.042189815 0.0462229234 0.049726469 0.0523296535 0.053738192 0.053817733 [46,] 0.030636492 0.0332650676 0.035679110 0.0376307685 0.038873795 0.039240063 [47,] 0.021819909 0.0233552851 0.024832081 0.0261173972 0.027039496 0.027445547 [48,] 0.015228557 0.0160160016 0.016797149 0.0175255852 0.018103572 0.018418169 [49,] 0.010378458 0.0107186014 0.011052874 0.0113871955 0.011681188 0.011865962 [50,] 0.006869109 0.0069803943 0.007070872 0.0071696182 0.007271968 0.007344879 [,33] [,34] [,35] [,36] [,37] [1,] 0.001061819 0.001027385 0.0009587194 0.0008637348 0.0007515845 [2,] 0.001996850 0.001958081 0.0018513903 0.0016898448 0.0014898336 [3,] 0.003531450 0.003509046 0.0033614497 0.0031080203 0.0027758134 [4,] 0.005877660 0.005916916 0.0057417065 0.0053770626 0.0048639085 [5,] 0.009216767 0.009396263 0.0092342857 0.0087572695 0.0080213696 [6,] 0.013638733 0.014071850 0.0139997950 0.0134405249 0.0124627129 [7,] 0.019090063 0.019912558 0.0200410399 0.0194684447 0.0182670092 [8,] 0.025359531 0.026699355 0.0271542340 0.0266700224 0.0253064398 [9,] 0.032123931 0.034056996 0.0349426905 0.0346564023 0.0332238630 [10,] 0.039051054 0.041556612 0.0429096057 0.0428970903 0.0414889315 [11,] 0.045923348 0.048859681 0.0506101937 0.0508684490 0.0495334444 [12,] 0.052722357 0.055841579 0.0578050732 0.0582244219 0.0569263293 [13,] 0.059620570 0.062627484 0.0645402345 0.0649139612 0.0635174913 [14,] 0.066867888 0.069506408 0.0711009044 0.0711796522 0.0694788528 [15,] 0.074616611 0.076748940 0.0778431679 0.0774202600 0.0752080634 [16,] 0.082768289 0.084409078 0.0849710472 0.0839658010 0.0811221090 [17,] 0.090921678 0.092206814 0.0923617174 0.0908625354 0.0874241214 [18,] 0.098452402 0.099552895 0.0995246816 0.0977678915 0.0939461275 [19,] 0.104690418 0.105709262 0.1057191940 0.1040076483 0.1001404408 [20,] 0.109119363 0.110017136 0.1101818273 0.1087744433 0.1052270998 [21,] 0.111524175 0.112102624 0.1123717932 0.1113865203 0.1084375381 [22,] 0.112050706 0.111993258 0.1121453046 0.1115081426 0.1092593236 [23,] 0.111183056 0.110125718 0.1098116360 0.1092608973 0.1075969181 [24,] 0.109664599 0.107264130 0.1060735732 0.1052064333 0.1038073467 [25,] 0.108383498 0.104362578 0.1018871917 0.1002261906 0.0986197832 [26,] 0.108230985 0.102400269 0.0982832249 0.0953448790 0.0929806259 [27,] 0.109940477 0.102210272 0.0961846955 0.0915427400 0.0878727672 [28,] 0.113931820 0.104324601 0.0962475314 0.0895898719 0.0841476749 [29,] 0.120202424 0.108865779 0.0987478962 0.0899251129 0.0823945904 [30,] 0.128306680 0.115515162 0.1035370030 0.0925945084 0.0828602249 [31,] 0.137439154 0.123572047 0.1100737308 0.0972562381 0.0854246786 [32,] 0.146597566 0.132089288 0.1175270605 0.1032476989 0.0896323610 [33,] 0.154769461 0.140044552 0.1249210329 0.1096979788 0.0947691545 [34,] 0.161080741 0.146496570 0.1312849472 0.1156609496 0.0999712430 [35,] 0.164867608 0.150687698 0.1357752454 0.1202432820 0.1043478408 [36,] 0.165673895 0.152081666 0.1377509368 0.1227076029 0.1070996832 [37,] 0.163211750 0.150354594 0.1368038034 0.1225405298 0.1076167192 [38,] 0.157335743 0.145373431 0.1327593442 0.1194852003 0.1055424936 [39,] 0.148062563 0.137191451 0.1256683552 0.1135452049 0.1007995832 [40,] 0.135631052 0.126068716 0.1158013147 0.1049693480 0.0935787761 [41,] 0.120562655 0.112499033 0.1036429343 0.0942232891 0.0843004448 [42,] 0.103671617 0.097210481 0.0898719729 0.0819478241 0.0735574272 [43,] 0.085993637 0.081112498 0.0753096129 0.0688991930 0.0620455393 [44,] 0.068640084 0.065186404 0.0608310435 0.0558693327 0.0504854387 [45,] 0.052620063 0.050343888 0.0472530913 0.0435930263 0.0395412565 [46,] 0.038686627 0.037294598 0.0352253111 0.0326590281 0.0297464044 [47,] 0.027251289 0.026461300 0.0251544548 0.0234464480 0.0214506296 [48,] 0.018382317 0.017962309 0.0171814258 0.0161022655 0.0148001842 [49,] 0.011872431 0.011656655 0.0112116621 0.0105631458 0.0097546008 [50,] 0.007343248 0.007228834 0.0069833134 0.0066110501 0.0061328378 [,38] [,39] [,40] [,41] [,42] [1,] 0.0006314122 0.0005115265 0.0003988792 0.0002987066 0.0002142951 [2,] 0.0012685220 0.0010420808 0.0008245453 0.0006270294 0.0004571550 [3,] 0.0023947854 0.0019942593 0.0016005879 0.0012355488 0.0009151304 [4,] 0.0042507591 0.0035871700 0.0029192444 0.0022865527 0.0017197833 [5,] 0.0070992907 0.0060690576 0.0050059242 0.0039767866 0.0030359555 [6,] 0.0111667301 0.0096669091 0.0080779585 0.0065053739 0.0050382674 [7,] 0.0165635107 0.0145135885 0.0122805810 0.0100200061 0.0078680039 [8,] 0.0232084407 0.0205723473 0.0176154315 0.0145523649 0.0115774871 [9,] 0.0307925019 0.0275910818 0.0238895748 0.0199658790 0.0160800152 [10,] 0.0388143540 0.0351189101 0.0307161607 0.0259441237 0.0211298751 [11,] 0.0466962809 0.0425996752 0.0375850448 0.0320399573 0.0263526367 [12,] 0.0539520212 0.0495241295 0.0439939893 0.0377831660 0.0313288678 [13,] 0.0603443095 0.0555891667 0.0495997920 0.0428164200 0.0357104708 [14,] 0.0659604834 0.0607972341 0.0543302623 0.0470097482 0.0393295623 [15,] 0.0711601054 0.0654443058 0.0584049008 0.0505045036 0.0422562870 [16,] 0.0764019663 0.0699879605 0.0622450222 0.0536615022 0.0447780034 [17,] 0.0820147337 0.0748398210 0.0662996294 0.0569253697 0.0473016338 [18,] 0.0880066352 0.0801635194 0.0708508880 0.0606517701 0.0502108656 [19,] 0.0939970341 0.0857611156 0.0758743695 0.0649603651 0.0537273090 [20,] 0.0993012537 0.0910952760 0.0810082720 0.0696667717 0.0578226248 [21,] 0.1031346111 0.0954378241 0.0856415039 0.0743153090 0.0622081842 [22,] 0.1048550390 0.0980852808 0.0890839729 0.0782956623 0.0663996550 [23,] 0.1041565203 0.0985617294 0.0907551118 0.0809983040 0.0698290705 [24,] 0.1011564119 0.0967453553 0.0903297703 0.0819579186 0.0719674613 [25,] 0.0963670824 0.0928936008 0.0878075642 0.0809498167 0.0724283515 [26,] 0.0905809052 0.0875802518 0.0835046409 0.0780287271 0.0710381057 [27,] 0.0847131521 0.0815783996 0.0779880311 0.0735170980 0.0678710575 [28,] 0.0796422639 0.0757236742 0.0719768038 0.0679545223 0.0632493764 [29,] 0.0760734011 0.0707820821 0.0662282091 0.0620164040 0.0577041639 [30,] 0.0744395170 0.0673373358 0.0614215517 0.0564084620 0.0518948871 [31,] 0.0748473153 0.0657081944 0.0580526452 0.0517491537 0.0464943100 [32,] 0.0770711739 0.0659049417 0.0563546412 0.0484609325 0.0420612773 [33,] 0.0805934458 0.0676313418 0.0562607141 0.0466951093 0.0389334687 [34,] 0.0846847570 0.0703333332 0.0574183642 0.0463098153 0.0371695701 [35,] 0.0885131333 0.0732887267 0.0592550669 0.0469075351 0.0365556949 [36,] 0.0912664565 0.0757247067 0.0610840541 0.0479236175 0.0366717971 [37,] 0.0922689948 0.0769428617 0.0622293563 0.0487446003 0.0369976340 [38,] 0.0910718971 0.0764274617 0.0621435433 0.0488282866 0.0370292715 [39,] 0.0875022024 0.0739150920 0.0604925791 0.0477979406 0.0363772197 [40,] 0.0816653485 0.0694140286 0.0571915425 0.0454915155 0.0348254171 [41,] 0.0739077680 0.0631760863 0.0523898365 0.0419611256 0.0323437538 [42,] 0.0647533859 0.0556353418 0.0464184983 0.0374325502 0.0290609573 [43,] 0.0548278173 0.0473317285 0.0397187895 0.0322429967 0.0252138905 [44,] 0.0447799398 0.0388338477 0.0327691982 0.0267751761 0.0210907403 [45,] 0.0352072673 0.0306694392 0.0260212951 0.0213995445 0.0169805490 [46,] 0.0265918607 0.0232686473 0.0198492304 0.0164297934 0.0131346846 [47,] 0.0192555000 0.0169251543 0.0145156456 0.0120931073 0.0097412945 [48,] 0.0133422555 0.0117802313 0.0101566289 0.0085160292 0.0069124111 [49,] 0.0088314448 0.0078319351 0.0067871225 0.0057264958 0.0046834669 [50,] 0.0055759022 0.0049659653 0.0043245052 0.0036705971 0.0030242114 [,43] [,44] [,45] [,46] [,47] [1,] 0.0001469235 9.605253e-05 5.975961e-05 3.532329e-05 1.980931e-05 [2,] 0.0003187668 2.120861e-04 1.343647e-04 8.091423e-05 4.624806e-05 [3,] 0.0006487426 4.391343e-04 2.832210e-04 1.737198e-04 1.011794e-04 [4,] 0.0012390040 8.529567e-04 5.598488e-04 3.496693e-04 2.074775e-04 [5,] 0.0022218245 1.554933e-03 1.038261e-03 6.601023e-04 3.989053e-04 [6,] 0.0037435824 2.662098e-03 1.807484e-03 1.169288e-03 7.194013e-04 [7,] 0.0059320119 4.283721e-03 2.955912e-03 1.944765e-03 1.217638e-03 [8,] 0.0088506299 6.485947e-03 4.545452e-03 3.039610e-03 1.935678e-03 [9,] 0.0124536058 9.253491e-03 6.580972e-03 4.469591e-03 2.893005e-03 [10,] 0.0165611994 1.246396e-02 8.986293e-03 6.192724e-03 4.070519e-03 [11,] 0.0208746784 1.589134e-02 1.160024e-02 8.101472e-03 5.401708e-03 [12,] 0.0250374659 1.924728e-02 1.420178e-02 1.003590e-02 6.777814e-03 [13,] 0.0287297268 2.225385e-02 1.656257e-02 1.181896e-02 8.069617e-03 [14,] 0.0317657558 2.472573e-02 1.851231e-02 1.330529e-02 9.161478e-03 [15,] 0.0341572380 2.663206e-02 1.999422e-02 1.442737e-02 9.987025e-03 [16,] 0.0361153486 2.811344e-02 2.108985e-02 1.522227e-02 1.055388e-02 [17,] 0.0379868324 2.944535e-02 2.200267e-02 1.582880e-02 1.094847e-02 [18,] 0.0401438234 3.095897e-02 2.300554e-02 1.645581e-02 1.131930e-02 [19,] 0.0428635702 3.294451e-02 2.436836e-02 1.733176e-02 1.184443e-02 [20,] 0.0462363038 3.556637e-02 2.628716e-02 1.865026e-02 1.269269e-02 [21,] 0.0501271833 3.881212e-02 2.883183e-02 2.052394e-02 1.398720e-02 [22,] 0.0541979342 4.248424e-02 3.192126e-02 2.295396e-02 1.577664e-02 [23,] 0.0579745774 4.623000e-02 3.532603e-02 2.581686e-02 1.801569e-02 [24,] 0.0609381673 4.959755e-02 3.869401e-02 2.886802e-02 2.055555e-02 [25,] 0.0626177479 5.210680e-02 4.159523e-02 3.176271e-02 2.314750e-02 [26,] 0.0626735111 5.332841e-02 4.358486e-02 3.409837e-02 2.546530e-02 [27,] 0.0609640851 5.296522e-02 4.428258e-02 3.548024e-02 2.715212e-02 [28,] 0.0575899309 5.092536e-02 4.345825e-02 3.560444e-02 2.789026e-02 [29,] 0.0528991394 4.736651e-02 4.110235e-02 3.433933e-02 2.747973e-02 [30,] 0.0474421202 4.268919e-02 3.745332e-02 3.177662e-02 2.590058e-02 [31,] 0.0418739305 3.746781e-02 3.296224e-02 2.822761e-02 2.333277e-02 [32,] 0.0368233473 3.233130e-02 2.819725e-02 2.415760e-02 2.012051e-02 [33,] 0.0327641226 2.782707e-02 2.371490e-02 2.007674e-02 1.668955e-02 [34,] 0.0299260402 2.431014e-02 1.993999e-02 1.642370e-02 1.344548e-02 [35,] 0.0282696896 2.188955e-02 1.709068e-02 1.347975e-02 1.068756e-02 [36,] 0.0275270949 2.044167e-02 1.516646e-02 1.133625e-02 8.563395e-03 [37,] 0.0272903860 1.967778e-02 1.399240e-02 9.916381e-03 7.071402e-03 [38,] 0.0271196168 1.923856e-02 1.329680e-02 9.033740e-03 6.100236e-03 [39,] 0.0266400503 1.878626e-02 1.279416e-02 8.462780e-03 5.484730e-03 [40,] 0.0256070000 1.807150e-02 1.225038e-02 7.999084e-03 5.058329e-03 [41,] 0.0239290387 1.696434e-02 1.151851e-02 7.496616e-03 4.689030e-03 [42,] 0.0216536947 1.545107e-02 1.054434e-02 6.879608e-03 4.294906e-03 [43,] 0.0189289965 1.360746e-02 9.349981e-03 6.134570e-03 3.842468e-03 [44,] 0.0159567638 1.156220e-02 8.006797e-03 5.291505e-03 3.334758e-03 [45,] 0.0129498990 9.461947e-03 6.607787e-03 4.403005e-03 2.796233e-03 [46,] 0.0100997066 7.444178e-03 5.245552e-03 3.526802e-03 2.259397e-03 [47,] 0.0075543405 5.619291e-03 3.997608e-03 2.713889e-03 1.755358e-03 [48,] 0.0054074657 4.060933e-03 2.918301e-03 2.001833e-03 1.308349e-03 [49,] 0.0036962438 2.803295e-03 2.035969e-03 1.412085e-03 9.333146e-04 [50,] 0.0024077501 1.844421e-03 1.354306e-03 9.502566e-04 6.356189e-04 [,48] [,49] [,50] [1,] 1.052803e-05 5.297974e-06 2.522631e-06 [2,] 2.505951e-05 1.286023e-05 6.245900e-06 [3,] 5.588568e-05 2.924358e-05 1.448538e-05 [4,] 1.167942e-04 6.230625e-05 3.147191e-05 [5,] 2.287991e-04 1.244098e-04 6.407105e-05 [6,] 4.202979e-04 2.328808e-04 1.222533e-04 [7,] 7.243353e-04 4.088361e-04 2.187124e-04 [8,] 1.171875e-03 6.735063e-04 3.670338e-04 [9,] 1.781384e-03 1.041923e-03 5.781456e-04 [10,] 2.547284e-03 1.515201e-03 8.555488e-04 [11,] 3.431906e-03 2.074188e-03 1.190824e-03 [12,] 4.366081e-03 2.677959e-03 1.561589e-03 [13,] 5.261273e-03 3.269721e-03 1.933829e-03 [14,] 6.031650e-03 3.790025e-03 2.269137e-03 [15,] 6.619718e-03 4.193857e-03 2.535264e-03 [16,] 7.016764e-03 4.466001e-03 2.716706e-03 [17,] 7.270864e-03 4.629336e-03 2.821714e-03 [18,] 7.479917e-03 4.743425e-03 2.883481e-03 [19,] 7.772403e-03 4.894279e-03 2.955451e-03 [20,] 8.281736e-03 5.178690e-03 3.102517e-03 [21,] 9.120009e-03 5.686793e-03 3.390333e-03 [22,] 1.035461e-02 6.485109e-03 3.874121e-03 [23,] 1.198883e-02 7.600607e-03 4.587189e-03 [24,] 1.394721e-02 9.006145e-03 5.529098e-03 [25,] 1.606876e-02 1.060957e-02 6.654797e-03 [26,] 1.811431e-02 1.225176e-02 7.868501e-03 [27,] 1.979495e-02 1.372051e-02 9.027952e-03 [28,] 2.082368e-02 1.478422e-02 9.963628e-03 [29,] 2.098178e-02 1.524195e-02 1.051257e-02 [30,] 2.018065e-02 1.497658e-02 1.055904e-02 [31,] 1.849520e-02 1.399200e-02 1.006854e-02 [32,] 1.615264e-02 1.241837e-02 9.101320e-03 [33,] 1.347732e-02 1.048078e-02 7.798665e-03 [34,] 1.081029e-02 8.441810e-03 6.346106e-03 [35,] 8.431866e-03 6.538603e-03 4.926957e-03 [36,] 6.511815e-03 4.935658e-03 3.682548e-03 [37,] 5.097935e-03 3.705683e-03 2.690853e-03 [38,] 4.138364e-03 2.838496e-03 1.966416e-03 [39,] 3.522576e-03 2.268278e-03 1.476336e-03 [40,] 3.124125e-03 1.906015e-03 1.163023e-03 [41,] 2.832881e-03 1.666407e-03 9.650688e-04 [42,] 2.571793e-03 1.483895e-03 8.311649e-04 [43,] 2.299532e-03 1.317708e-03 7.260110e-04 [44,] 2.003902e-03 1.149075e-03 6.299793e-04 [45,] 1.691529e-03 9.746951e-04 5.353682e-04 [46,] 1.378004e-03 7.997944e-04 4.417810e-04 [47,] 1.080567e-03 6.326550e-04 3.522029e-04 [48,] 8.136906e-04 4.811364e-04 2.703589e-04 [49,] 5.869719e-04 3.508977e-04 1.992663e-04 [50,] 4.045948e-04 2.447785e-04 1.406362e-04 > 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 15.3024 0.6544 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7l0201194948980.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] 84.69399 85.76974 86.84550 87.92125 88.99701 90.07277 91.14852 [8] 92.22428 93.30003 94.37579 95.45154 96.52730 97.60305 98.67881 [15] 99.75457 100.83032 101.90608 102.98183 104.05759 105.13334 106.20910 [22] 107.28486 108.36061 109.43637 110.51212 111.58788 112.66363 113.73939 [29] 114.81514 115.89090 116.96666 118.04241 119.11817 120.19392 121.26968 [36] 122.34543 123.42119 124.49695 125.57270 126.64846 127.72421 128.79997 [43] 129.87572 130.95148 132.02723 133.10299 134.17875 135.25450 136.33026 [50] 137.40601 $yords [1] 41.06323 42.74432 44.42542 46.10651 47.78760 49.46869 51.14979 [8] 52.83088 54.51197 56.19306 57.87416 59.55525 61.23634 62.91743 [15] 64.59853 66.27962 67.96071 69.64181 71.32290 73.00399 74.68508 [22] 76.36618 78.04727 79.72836 81.40945 83.09055 84.77164 86.45273 [29] 88.13382 89.81492 91.49601 93.17710 94.85819 96.53929 98.22038 [36] 99.90147 101.58257 103.26366 104.94475 106.62584 108.30694 109.98803 [43] 111.66912 113.35021 115.03131 116.71240 118.39349 120.07458 121.75568 [50] 123.43677 $zden [,1] [,2] [,3] [,4] [,5] [1,] 7.125240e-05 1.073543e-04 1.571258e-04 2.247235e-04 3.159561e-04 [2,] 1.329170e-04 1.987274e-04 2.877957e-04 4.058985e-04 5.607835e-04 [3,] 2.363800e-04 3.511560e-04 5.040380e-04 7.024825e-04 9.559161e-04 [4,] 4.008722e-04 5.923038e-04 8.438116e-04 1.164191e-03 1.563553e-03 [5,] 6.486308e-04 9.539620e-04 1.350386e-03 1.847076e-03 2.452780e-03 [6,] 1.002099e-03 1.467977e-03 2.066683e-03 2.806011e-03 3.689990e-03 [7,] 1.479590e-03 2.160053e-03 3.026856e-03 4.083785e-03 5.325434e-03 [8,] 2.089928e-03 3.042222e-03 4.246256e-03 5.698465e-03 7.378183e-03 [9,] 2.827099e-03 4.105494e-03 5.711907e-03 7.631797e-03 9.822977e-03 [10,] 3.666285e-03 5.314606e-03 7.376032e-03 9.821877e-03 1.258279e-02 [11,] 4.562689e-03 6.606770e-03 9.155010e-03 1.216283e-02 1.553004e-02 [12,] 5.454222e-03 7.895742e-03 1.093528e-02 1.451304e-02 1.849765e-02 [13,] 6.268411e-03 9.081546e-03 1.258633e-02 1.671163e-02 2.129894e-02 [14,] 6.932903e-03 1.006482e-02 1.397923e-02 1.860102e-02 2.375343e-02 [15,] 7.387724e-03 1.076331e-02 1.500746e-02 2.005153e-02 2.571371e-02 [16,] 7.596541e-03 1.112675e-02 1.560535e-02 2.098257e-02 2.708773e-02 [17,] 7.553800e-03 1.114616e-02 1.575933e-02 2.137505e-02 2.785077e-02 [18,] 7.285406e-03 1.085452e-02 1.550828e-02 2.127094e-02 2.804353e-02 [19,] 6.842378e-03 1.031816e-02 1.493244e-02 2.075966e-02 2.775616e-02 [20,] 6.289185e-03 9.621189e-03 1.413387e-02 1.995504e-02 2.710289e-02 [21,] 5.690173e-03 8.847538e-03 1.321413e-02 1.896954e-02 2.619452e-02 [22,] 5.097953e-03 8.065671e-03 1.225553e-02 1.789291e-02 2.511651e-02 [23,] 4.546533e-03 7.319633e-03 1.131034e-02 1.678051e-02 2.391783e-02 [24,] 4.050130e-03 6.627608e-03 1.039937e-02 1.565233e-02 2.261149e-02 [25,] 3.606729e-03 5.986737e-03 9.518202e-03 1.450097e-02 2.118437e-02 [26,] 3.204363e-03 5.381590e-03 8.648059e-03 1.330475e-02 1.961242e-02 [27,] 2.827965e-03 4.793434e-03 7.767655e-03 1.204208e-02 1.787711e-02 [28,] 2.465050e-03 4.208029e-03 6.863289e-03 1.070378e-02 1.597947e-02 [29,] 2.109230e-03 3.620495e-03 5.935189e-03 9.300794e-03 1.394893e-02 [30,] 1.761246e-03 3.036670e-03 4.999148e-03 7.865936e-03 1.184462e-02 [31,] 1.427789e-03 2.471213e-03 4.083522e-03 6.449271e-03 9.748574e-03 [32,] 1.118838e-03 1.943389e-03 3.222832e-03 5.108726e-03 7.752401e-03 [33,] 8.444924e-04 1.472015e-03 2.450003e-03 3.898657e-03 5.941092e-03 [34,] 6.122522e-04 1.071077e-03 1.789566e-03 2.859724e-03 4.378549e-03 [35,] 4.254228e-04 7.471199e-04 1.253580e-03 2.012757e-03 3.098722e-03 [36,] 2.828415e-04 4.988317e-04 8.409812e-04 1.357762e-03 2.104112e-03 [37,] 1.797110e-04 3.184644e-04 5.398864e-04 8.774475e-04 1.370879e-03 [38,] 1.090407e-04 1.943096e-04 3.316242e-04 5.434580e-04 8.580049e-04 [39,] 6.316616e-05 1.133274e-04 1.950591e-04 3.231407e-04 5.173772e-04 [40,] 3.495172e-05 6.325470e-05 1.101070e-04 1.851265e-04 3.022275e-04 [41,] 1.850169e-05 3.388019e-05 5.990757e-05 1.028541e-04 1.725894e-04 [42,] 9.399984e-06 1.750333e-05 3.165627e-05 5.600199e-05 9.764404e-05 [43,] 4.611099e-06 8.798509e-06 1.644111e-05 3.033203e-05 5.565090e-05 [44,] 2.205797e-06 4.361549e-06 8.531866e-06 1.663489e-05 3.246646e-05 [45,] 1.044478e-06 2.170575e-06 4.506258e-06 9.381039e-06 1.955873e-05 [46,] 4.990018e-07 1.105004e-06 2.457149e-06 5.473237e-06 1.212925e-05 [47,] 2.450494e-07 5.826700e-07 1.387360e-06 3.281806e-06 7.639380e-06 [48,] 1.249530e-07 3.180984e-07 8.030192e-07 1.990397e-06 4.801179e-06 [49,] 6.589145e-08 1.774434e-07 4.680595e-07 1.198938e-06 2.962727e-06 [50,] 3.536664e-08 9.921965e-08 2.697353e-07 7.062357e-07 1.773376e-06 [,6] [,7] [,8] [,9] [,10] [1,] 4.389450e-04 6.044806e-04 8.255730e-04 1.115692e-03 1.485442e-03 [2,] 7.631478e-04 1.027235e-03 1.370298e-03 1.810173e-03 2.360604e-03 [3,] 1.277163e-03 1.683464e-03 2.195979e-03 2.836688e-03 3.622160e-03 [4,] 2.055393e-03 2.658334e-03 3.395986e-03 4.293329e-03 5.368867e-03 [5,] 3.178793e-03 4.041926e-03 5.065284e-03 6.274586e-03 7.688877e-03 [6,] 4.723128e-03 5.915339e-03 7.284553e-03 8.853795e-03 1.064097e-02 [7,] 6.743171e-03 8.332992e-03 1.010125e-02 1.206378e-02 1.423568e-02 [8,] 9.255839e-03 1.130487e-02 1.351222e-02 1.588116e-02 1.842252e-02 [9,] 1.222647e-02 1.478368e-02 1.745336e-02 2.022032e-02 2.308972e-02 [10,] 1.556251e-02 1.866121e-02 2.180067e-02 2.494085e-02 2.807947e-02 [11,] 1.911733e-02 2.277623e-02 2.638363e-02 2.986804e-02 3.321663e-02 [12,] 2.270468e-02 2.693288e-02 3.100822e-02 3.482111e-02 3.834281e-02 [13,] 2.612163e-02 3.092597e-02 3.548385e-02 3.964113e-02 4.334491e-02 [14,] 2.917603e-02 3.456810e-02 3.964781e-02 4.421074e-02 4.816877e-02 [15,] 3.171335e-02 3.771322e-02 4.338206e-02 4.846087e-02 5.281341e-02 [16,] 3.363722e-02 4.027204e-02 4.661935e-02 5.236373e-02 5.730808e-02 [17,] 3.491890e-02 4.221574e-02 4.933802e-02 5.591525e-02 6.167925e-02 [18,] 3.559253e-02 4.356719e-02 5.154702e-02 5.911175e-02 6.591683e-02 [19,] 3.573739e-02 4.438153e-02 5.326517e-02 6.192745e-02 6.994882e-02 [20,] 3.545181e-02 4.472173e-02 5.450026e-02 6.429867e-02 7.363089e-02 [21,] 3.482671e-02 4.463628e-02 5.523441e-02 6.611954e-02 7.675393e-02 [22,] 3.392588e-02 4.414535e-02 5.541979e-02 6.725070e-02 7.906805e-02 [23,] 3.277778e-02 4.323841e-02 5.498545e-02 6.753862e-02 8.031712e-02 [24,] 3.137886e-02 4.188233e-02 5.385254e-02 6.684058e-02 8.027626e-02 [25,] 2.970577e-02 4.003653e-02 5.195357e-02 6.504985e-02 7.878515e-02 [26,] 2.773217e-02 3.767132e-02 4.925224e-02 6.211753e-02 7.577331e-02 [27,] 2.544658e-02 3.478604e-02 4.576125e-02 5.806959e-02 7.127656e-02 [28,] 2.286737e-02 3.142406e-02 4.155583e-02 5.301781e-02 6.544436e-02 [29,] 2.005191e-02 2.768105e-02 3.677983e-02 4.716199e-02 5.853648e-02 [30,] 1.709683e-02 2.370318e-02 3.164047e-02 4.077969e-02 5.090612e-02 [31,] 1.412814e-02 1.967322e-02 2.638937e-02 3.420098e-02 4.296730e-02 [32,] 1.128303e-02 1.578644e-02 2.129162e-02 2.777013e-02 3.514889e-02 [33,] 8.687780e-03 1.222167e-02 1.658924e-02 2.180113e-02 2.784243e-02 [34,] 6.437903e-03 9.115127e-03 1.246814e-02 1.653752e-02 2.135514e-02 [35,] 4.585875e-03 6.544051e-03 9.037076e-03 1.212635e-02 1.587866e-02 [36,] 3.138900e-03 4.523480e-03 6.323048e-03 8.611670e-03 1.148005e-02 [37,] 2.065909e-03 3.015299e-03 4.282322e-03 5.947129e-03 8.114956e-03 [38,] 1.310376e-03 1.945275e-03 2.821977e-03 4.021799e-03 5.657011e-03 [39,] 8.046255e-04 1.222434e-03 1.824946e-03 2.691174e-03 3.934601e-03 [40,] 4.820196e-04 7.558855e-04 1.172314e-03 1.805584e-03 2.765846e-03 [41,] 2.850391e-04 4.663087e-04 7.590186e-04 1.230978e-03 1.985378e-03 [42,] 1.689578e-04 2.914781e-04 5.018871e-04 8.602742e-04 1.459995e-03 [43,] 1.020076e-04 1.869066e-04 3.411264e-04 6.162175e-04 1.093600e-03 [44,] 6.341488e-05 1.233964e-04 2.374570e-04 4.482622e-04 8.240946e-04 [45,] 4.060805e-05 8.327235e-05 1.672214e-04 3.264030e-04 6.157349e-04 [46,] 2.650413e-05 5.660320e-05 1.172725e-04 2.344011e-04 4.502477e-04 [47,] 1.734356e-05 3.812482e-05 8.071648e-05 1.639948e-04 3.190110e-04 [48,] 1.119262e-05 2.509164e-05 5.391261e-05 1.107890e-04 2.174740e-04 [49,] 7.030485e-06 1.597180e-05 3.467108e-05 7.183529e-05 1.419760e-04 [50,] 4.258882e-06 9.765362e-06 2.135714e-05 4.452813e-05 8.848787e-05 [,11] [,12] [,13] [,14] [,15] [1,] 0.0019379329 0.0024638058 0.0030374957 0.0036165279 0.004145204 [2,] 0.0030247270 0.0037881180 0.0046136717 0.0054408246 0.006190942 [3,] 0.0045547896 0.0056135106 0.0067470889 0.0078733765 0.008886843 [4,] 0.0066233634 0.0080278980 0.0095153915 0.0109799662 0.012286970 [5,] 0.0093066555 0.0110910001 0.0129590823 0.0147815468 0.016395120 [6,] 0.0126424879 0.0148151954 0.0170634630 0.0192381526 0.021151435 [7,] 0.0166127687 0.0191501248 0.0217459814 0.0242393430 0.026425950 [8,] 0.0211346251 0.0239781598 0.0268559328 0.0296074749 0.032024274 [9,] 0.0260666091 0.0291270934 0.0321926374 0.0351194949 0.037710501 [10,] 0.0312325009 0.0344019649 0.0375436262 0.0405487643 0.043249246 [11,] 0.0364586148 0.0396304828 0.0427365395 0.0457207732 0.048461829 [12,] 0.0416139972 0.0447091878 0.0476904912 0.0505682856 0.053283260 [13,] 0.0466397821 0.0496340813 0.0524487070 0.0551667508 0.057801003 [14,] 0.0515564398 0.0545026002 0.0571775155 0.0597334528 0.062257755 [15,] 0.0564448669 0.0594827372 0.0621267056 0.0645839102 0.067009570 [16,] 0.0614060792 0.0647561357 0.0675590478 0.0700528417 0.072444613 [17,] 0.0665109693 0.0704504532 0.0736669723 0.0763987572 0.078880777 [18,] 0.0717540921 0.0765793044 0.0804983379 0.0837165210 0.086467393 [19,] 0.0770236619 0.0830053517 0.0879101918 0.0918797814 0.095115294 [20,] 0.0820953153 0.0894355227 0.0955615789 0.1005270365 0.104472169 [21,] 0.0866511965 0.0954492426 0.1029467661 0.1090945340 0.113949560 [22,] 0.0903198374 0.1005529702 0.1094612425 0.1168890252 0.122796817 [23,] 0.0927277230 0.1042490038 0.1144864488 0.1231855385 0.130207767 [24,] 0.0935516820 0.1061046391 0.1174764635 0.1273309868 0.135439106 [25,] 0.0925630025 0.1058097861 0.1180313470 0.1288344238 0.137917233 [26,] 0.0896582991 0.1032159359 0.1159467406 0.1274291691 0.137313544 [27,] 0.0848761964 0.0983545571 0.1112356996 0.1230995878 0.133576935 [28,] 0.0784005453 0.0914361853 0.1041240708 0.1160733790 0.126923498 [29,] 0.0705501687 0.0828321624 0.0950237223 0.1067863590 0.117793380 [30,] 0.0617537784 0.0730402862 0.0844884773 0.0958290657 0.106789289 [31,] 0.0525093189 0.0626357994 0.0731572807 0.0838835982 0.094609519 [32,] 0.0433304488 0.0522113261 0.0616893424 0.0716566670 0.081982576 [33,] 0.0346876822 0.0423128558 0.0506973018 0.0598130551 0.069604879 [34,] 0.0269552668 0.0333818458 0.0406863312 0.0489139809 0.058081196 [35,] 0.0203748398 0.0257139111 0.0320080928 0.0393666595 0.047870418 [36,] 0.0150429539 0.0194416760 0.0248373704 0.0313929075 0.039244272 [37,] 0.0109233242 0.0145440291 0.0191756524 0.0250238708 0.032269690 [38,] 0.0078784771 0.0108779437 0.0148804866 0.0201237378 0.026823233 [39,] 0.0057115552 0.0082242523 0.0117137265 0.0164385971 0.022638289 [40,] 0.0042081811 0.0063365496 0.0093975999 0.0136597443 0.019375494 [41,] 0.0031702443 0.0049831946 0.0076663886 0.0114867495 0.016698976 [42,] 0.0024370940 0.0039756109 0.0063037878 0.0096762247 0.014339197 [43,] 0.0018935091 0.0031804851 0.0051608350 0.0080673136 0.012128162 [44,] 0.0014669191 0.0025177071 0.0041550027 0.0065824549 0.010002546 [45,] 0.0011180127 0.0019487562 0.0032556565 0.0052089749 0.007980379 [46,] 0.0008290588 0.0014612232 0.0024633336 0.0039712043 0.006123701 [47,] 0.0005933280 0.0010543809 0.0017898949 0.0029030995 0.004501017 [48,] 0.0004075176 0.0007288342 0.0012442637 0.0020284881 0.003159994 [49,] 0.0002676184 0.0004811545 0.0008254012 0.0013517377 0.002114882 [50,] 0.0001676186 0.0003027392 0.0005215793 0.0008577272 0.001347419 [,16] [,17] [,18] [,19] [,20] [,21] [1,] 0.004562872 0.004815383 0.004866912 0.004708736 0.004362182 0.003874703 [2,] 0.006779050 0.007129884 0.007194327 0.006961543 0.006463020 0.005767085 [3,] 0.009674462 0.010137114 0.010211298 0.009884994 0.009202851 0.008258866 [4,] 0.013293512 0.013875713 0.013955971 0.013522677 0.012636464 0.011420932 [5,] 0.017627950 0.018332742 0.018419502 0.017878881 0.016789405 0.015306335 [6,] 0.022606555 0.023436414 0.023541266 0.022915334 0.021654982 0.019946255 [7,] 0.028091407 0.029054211 0.029207597 0.028549022 0.027189579 0.025341279 [8,] 0.033884415 0.034998486 0.035254578 0.034650429 0.033304834 0.031446405 [9,] 0.039748558 0.041043325 0.041478234 0.041045357 0.039860131 0.038153908 [10,] 0.045446524 0.046956519 0.047657344 0.047527158 0.046663884 0.045284298 [11,] 0.050793843 0.052546510 0.053591947 0.053885678 0.053493032 0.052597500 [12,] 0.055715530 0.057716681 0.059153776 0.059953124 0.060134504 0.059830965 [13,] 0.060288502 0.062511426 0.064335826 0.065656975 0.066441516 0.066759732 [14,] 0.064751212 0.067135198 0.069282427 0.071061761 0.072386980 0.073261021 [15,] 0.069469185 0.071930298 0.074282717 0.076379958 0.078092004 0.079359344 [16,] 0.074858298 0.077310835 0.079720017 0.081939622 0.083812643 0.085231521 [17,] 0.081281381 0.083664277 0.085983467 0.088109775 0.089880852 0.091163148 [18,] 0.088942629 0.091242870 0.093360908 0.095198623 0.096610767 0.097464116 [19,] 0.097805589 0.100071252 0.101938917 0.103349391 0.104193545 0.104364753 [20,] 0.107555005 0.109893648 0.111536037 0.112461714 0.112609821 0.111922234 [21,] 0.117613008 0.120175854 0.121689027 0.122162524 0.121587050 0.119966882 [22,] 0.127208733 0.130165741 0.131700929 0.131840053 0.130619457 0.128109337 [23,] 0.135488929 0.139002752 0.140744890 0.140738531 0.139051605 0.135812457 [24,] 0.141647589 0.145854129 0.148001930 0.148092729 0.146205985 0.142509756 [25,] 0.145047250 0.150046931 0.152798762 0.153266362 0.151517365 0.147732489 [26,] 0.145306441 0.151164865 0.154709853 0.155854525 0.154631061 0.151200482 [27,] 0.142337496 0.149089639 0.153599300 0.155722363 0.155434726 0.152844302 [28,] 0.136333702 0.143984847 0.149599887 0.152977026 0.154020667 0.152755887 [29,] 0.127718946 0.136238961 0.143049461 0.147896731 0.150606191 0.151098376 [30,] 0.117080006 0.126393521 0.134416818 0.140855222 0.145456222 0.148025158 [31,] 0.105099106 0.115079013 0.124244440 0.132273920 0.138845678 0.143651117 [32,] 0.092494682 0.102966838 0.113116736 0.122610663 0.131071241 0.138087461 [33,] 0.079968043 0.090730388 0.101641351 0.112366881 0.122488961 0.131512229 [34,] 0.068149443 0.079001196 0.090420783 0.102080775 0.113535188 0.124224270 [35,] 0.057541242 0.068311654 0.079998215 0.092281389 0.104695367 0.116633799 [36,] 0.048465190 0.059030170 0.070781274 0.083403631 0.096415079 0.109176161 [37,] 0.041028890 0.051308584 0.062968202 0.075692522 0.088983847 0.102179057 [38,] 0.035126936 0.045065784 0.056509781 0.069139849 0.082444099 0.095743416 [39,] 0.030483595 0.040022304 0.051131444 0.063488677 0.076572849 0.089697756 [40,] 0.026729712 0.035782108 0.046416950 0.058314314 0.070953915 0.083654948 [41,] 0.023493676 0.031939029 0.041929650 0.053157880 0.065119182 0.077154766 [42,] 0.020481031 0.028175531 0.037331906 0.047666430 0.058707604 0.069837879 [43,] 0.017521886 0.024324922 0.032464598 0.041691746 0.051584247 0.061584622 [44,] 0.014577404 0.020382690 0.027365342 0.035317941 0.043879947 0.052568980 [45,] 0.011710680 0.016471176 0.022227462 0.028816378 0.035944968 0.043214535 [46,] 0.009037515 0.012776377 0.017321540 0.022552018 0.028241801 0.034076916 [47,] 0.006675745 0.009481171 0.012910095 0.016878130 0.021219963 0.025700451 [48,] 0.004707902 0.006715243 0.009182132 0.012053345 0.015214366 0.018497943 [49,] 0.003164103 0.004531828 0.006221907 0.008200531 0.010392652 0.012685406 [50,] 0.002023976 0.002910457 0.004011884 0.005308983 0.006755266 0.008278537 [,22] [,23] [,24] [,25] [,26] [,27] [1,] 0.003310172 0.002736245 0.002212245 0.001780400 0.001461843 0.001257249 [2,] 0.004965396 0.004155269 0.003422530 0.002828796 0.002405210 0.002152621 [3,] 0.007178551 0.006095481 0.005128260 0.004362928 0.003843538 0.003571151 [4,] 0.010040282 0.008669820 0.007466532 0.006545820 0.005967851 0.005734230 [5,] 0.013635122 0.011996188 0.010589150 0.009563305 0.008998540 0.008898018 [6,] 0.018035112 0.016187572 0.014648209 0.013604139 0.013159135 0.013320205 [7,] 0.023285762 0.021331612 0.019768375 0.018824116 0.018631404 0.019205261 [8,] 0.029383132 0.027459314 0.026006873 0.025296929 0.025496466 0.026635027 [9,] 0.036247323 0.034509733 0.033310000 0.032962928 0.033675831 0.035501635 [10,] 0.043704424 0.042304605 0.041482191 0.041594150 0.042893435 0.045466951 [11,] 0.051491311 0.050549193 0.050185551 0.050795078 0.052679807 0.055971645 [12,] 0.059292195 0.058869675 0.058980915 0.060050469 0.062429698 0.066305176 [13,] 0.066803336 0.066883997 0.067407033 0.068815679 0.071506739 0.075727847 [14,] 0.073808382 0.074287978 0.075078194 0.076627446 0.079369799 0.083615523 [15,] 0.080238532 0.080928966 0.081770347 0.083202336 0.085684548 0.089585844 [16,] 0.086193753 0.086840627 0.087466880 0.088491415 0.090385805 0.093567998 [17,] 0.091913107 0.092224301 0.092347528 0.092673202 0.093671483 0.095795569 [18,] 0.097698966 0.097379794 0.096722398 0.096086857 0.095930848 0.096726532 [19,] 0.103815353 0.102605138 0.100930757 0.099126433 0.097630179 0.096916631 [20,] 0.110390332 0.108095598 0.105235751 0.102129004 0.099191181 0.096884979 [21,] 0.117353690 0.113874391 0.109748597 0.105291578 0.100898913 0.097010966 [22,] 0.124433220 0.119779951 0.114408192 0.108643543 0.102866757 0.097490788 [23,] 0.131215667 0.125517396 0.119024761 0.112083859 0.105067820 0.098362917 [24,] 0.137255462 0.130758425 0.123372667 0.115468733 0.107418920 0.099588777 [25,] 0.142193239 0.135251885 0.127295081 0.118713051 0.109881162 0.101153668 [26,] 0.145837900 0.138897909 0.130772902 0.121857868 0.112529730 0.103141490 [27,] 0.148178208 0.141750176 0.133921034 0.125065566 0.115553309 0.105743084 [28,] 0.149320866 0.143942445 0.136906568 0.128534805 0.119172166 0.109183993 [29,] 0.149388357 0.145574051 0.139823362 0.132367828 0.123503829 0.113595527 [30,] 0.148431787 0.146613805 0.142585225 0.136453000 0.128437492 0.118885937 [31,] 0.146407517 0.146876992 0.144897783 0.140426869 0.133583595 0.124677648 [32,] 0.143232094 0.146094586 0.146333996 0.143747109 0.138335970 0.130352476 [33,] 0.138885134 0.144044335 0.146485693 0.145853961 0.142031286 0.135197661 [34,] 0.133499421 0.140676713 0.145120975 0.146350550 0.144140526 0.138595157 [35,] 0.127379685 0.136166269 0.142269071 0.145117991 0.144406945 0.140171919 [36,] 0.120926879 0.130854086 0.138187108 0.142309783 0.142867872 0.139845372 [37,] 0.114495066 0.125102437 0.133221473 0.138228447 0.139753571 0.137748954 [38,] 0.108246479 0.119129321 0.127630041 0.133145797 0.135316852 0.134081759 [39,] 0.102076011 0.112903611 0.121452289 0.127156133 0.129680414 0.128962545 [40,] 0.095646313 0.106154256 0.114491612 0.120134644 0.122778060 0.122363162 [41,] 0.088524315 0.098493723 0.106420276 0.111821105 0.114417464 0.114153435 [42,] 0.080364454 0.089603495 0.096959879 0.101988618 0.104431870 0.104232255 [43,] 0.071064778 0.079403126 0.086057177 0.090618757 0.092846577 0.092677721 [44,] 0.060836435 0.068134610 0.073980495 0.078004880 0.079982176 0.079842334 [45,] 0.050165519 0.056332908 0.061299992 0.064741031 0.066448793 0.066347740 [46,] 0.039689451 0.044700842 0.048765129 0.051604742 0.053035413 0.052980277 [47,] 0.030038831 0.033940709 0.037131154 0.039383447 0.040540703 0.040529882 [48,] 0.021700242 0.024603160 0.026998374 0.028709312 0.029608951 0.029632649 [49,] 0.014938202 0.016997419 0.018712941 0.019954101 0.020623482 0.020667762 [50,] 0.009786773 0.011177240 0.012347258 0.013205139 0.013680269 0.013731573 [,28] [,29] [,30] [,31] [,32] [,33] [1,] 0.001150882 0.001116439 0.001123261 0.001141879 0.001148259 0.001126419 [2,] 0.002046724 0.002046177 0.002101774 0.002165216 0.002196370 0.002168224 [3,] 0.003509723 0.003596624 0.003755561 0.003909895 0.003994572 0.003965019 [4,] 0.005793728 0.006054961 0.006403686 0.006722246 0.006908381 0.006890421 [5,] 0.009192200 0.009752807 0.010414824 0.011003732 0.011363952 0.011383500 [6,] 0.013997588 0.015018395 0.016153090 0.017152061 0.017786781 0.017887811 [7,] 0.020436171 0.022100959 0.023892814 0.025468247 0.026503987 0.026752648 [8,] 0.028587359 0.031078406 0.033715013 0.036043448 0.037624405 0.038110422 [9,] 0.038307806 0.041771898 0.045412180 0.048654586 0.050926823 0.051760590 [10,] 0.049187974 0.053698732 0.058436398 0.062706776 0.065796464 0.067100898 [11,] 0.060566658 0.066091704 0.071921819 0.077256351 0.081245602 0.083142928 [12,] 0.071614822 0.077996751 0.084794128 0.091128195 0.096033305 0.098628013 [13,] 0.081477325 0.088434945 0.095951045 0.103110283 0.108866948 0.112226899 [14,] 0.089438378 0.096589810 0.104470411 0.112178560 0.118636922 0.122774809 [15,] 0.095064212 0.101967713 0.109788161 0.117690145 0.124620013 0.129477355 [16,] 0.098280867 0.104484743 0.111795233 0.119490306 0.126594854 0.132030807 [17,] 0.099365173 0.104456513 0.110828140 0.117906467 0.124841948 0.130629700 [18,] 0.098854648 0.102498247 0.107561956 0.113639032 0.120038684 0.125872634 [19,] 0.097406317 0.099369107 0.102843191 0.107588959 0.113090370 0.118606858 [20,] 0.095647392 0.095807853 0.097513213 0.100675007 0.104950420 0.109762615 [21,] 0.094059563 0.092404242 0.092268585 0.093687557 0.096475065 0.100218571 [22,] 0.092925957 0.089535651 0.087587624 0.087207055 0.088337803 0.090718643 [23,] 0.092349680 0.087377146 0.083730318 0.081592588 0.081006628 0.081839763 [24,] 0.092330244 0.085971258 0.080797868 0.077026970 0.074770683 0.073997318 [25,] 0.092864192 0.085325571 0.078822432 0.073592278 0.069794506 0.067471512 [26,] 0.094025367 0.085496548 0.077849869 0.071344532 0.066176100 0.062439828 [27,] 0.095985019 0.086621673 0.077981187 0.070358836 0.063987819 0.059004327 [28,] 0.098954801 0.088881166 0.079353690 0.070727628 0.063286497 0.057206112 [29,] 0.103070530 0.092400922 0.082067720 0.072513226 0.064090851 0.057023788 [30,] 0.108266894 0.097138351 0.086090905 0.075676365 0.066337960 0.058358854 [31,] 0.114205417 0.102806687 0.091186046 0.080015363 0.069840771 0.061016995 [32,] 0.120299800 0.108881102 0.096901997 0.085148344 0.074269629 0.064697102 [33,] 0.125839348 0.114693932 0.102639356 0.090552161 0.079170608 0.068997296 [34,] 0.130163228 0.119583483 0.107767282 0.095645254 0.084016734 0.073440338 [35,] 0.132811099 0.123033576 0.111742830 0.099881104 0.088273779 0.077513422 [36,] 0.133585785 0.124745516 0.114184311 0.102816314 0.091458315 0.080713617 [37,] 0.132507045 0.124618851 0.114875616 0.104133621 0.093173883 0.082591564 [38,] 0.129689936 0.122664114 0.113715404 0.103626101 0.093125789 0.082790287 [39,] 0.125217523 0.118903922 0.110652631 0.101168919 0.091126813 0.081079323 [40,] 0.119076847 0.113320857 0.105653140 0.096707961 0.087107672 0.077383919 [41,] 0.111190719 0.105881367 0.098720081 0.090279603 0.081137221 0.071805356 [42,] 0.101526337 0.096621432 0.089957063 0.082052368 0.073444088 0.064624563 [43,] 0.090222453 0.085745756 0.079636368 0.072363329 0.064422593 0.056280860 [44,] 0.077668735 0.073684759 0.068229220 0.061719972 0.054607234 0.047322548 [45,] 0.064495538 0.061074499 0.056372505 0.050752446 0.044611400 0.038334804 [46,] 0.051474514 0.048660999 0.044775960 0.040123653 0.035041283 0.029858941 [47,] 0.039368455 0.037163241 0.034100091 0.030423493 0.026407384 0.022321470 [48,] 0.028785537 0.027143429 0.024845785 0.022079946 0.019057880 0.015989149 [49,] 0.020084736 0.018925282 0.017288861 0.015311907 0.013150207 0.010958310 [50,] 0.013353481 0.012578172 0.011472901 0.010131898 0.008663732 0.007176451 [,34] [,35] [,36] [,37] [,38] [1,] 0.001069324 0.0009781504 0.0008603248 0.000726862 0.0005896493 [2,] 0.002069036 0.0019016328 0.0016802940 0.001426150 0.0011622364 [3,] 0.003801744 0.0035100867 0.0031155976 0.002656439 0.0021747960 [4,] 0.006636200 0.0061541874 0.0054870664 0.004699820 0.0038655133 [5,] 0.011009966 0.0102545863 0.0091840616 0.007902819 0.0065306347 [6,] 0.017371520 0.0162495514 0.0146194304 0.012639612 0.0104960289 [7,] 0.026084629 0.0245063643 0.0221511295 0.019245960 0.0160642359 [8,] 0.037307767 0.0352076737 0.0319798165 0.027931196 0.0234425177 [9,] 0.050877846 0.0482396652 0.0440459826 0.038688033 0.0326677350 [10,] 0.066238065 0.0631193297 0.0579599759 0.051228647 0.0435511835 [11,] 0.082446574 0.0789956676 0.0729964888 0.064974227 0.0556655270 [12,] 0.098282592 0.0947412883 0.0881688227 0.079111260 0.0683844365 [13,] 0.112434854 0.1091211464 0.1023716263 0.092704981 0.0809666238 [14,] 0.123726227 0.1209962110 0.1145549890 0.104838461 0.0926583174 [15,] 0.131312659 0.1295053861 0.1238803681 0.114736110 0.1027814650 [16,] 0.134802615 0.1341771386 0.1298171753 0.121839121 0.1107842052 [17,] 0.134272096 0.1349497288 0.1321643655 0.125823715 0.1162513740 [18,] 0.130186649 0.1321125524 0.1310112858 0.126578879 0.1188945174 [19,] 0.123269235 0.1262048399 0.1266711570 0.124174346 0.1185501429 [20,] 0.114360430 0.1179118829 0.1196201069 0.118844511 0.1152055426 [21,] 0.104305628 0.1079846653 0.1104575086 0.110993755 0.1090484021 [22,] 0.093882523 0.0971870645 0.0998813284 0.101206015 0.1005129486 [23,] 0.083763436 0.0862588077 0.0886589190 0.090230494 0.0902860338 [24,] 0.074498960 0.0758794315 0.0775761404 0.078922788 0.0792478641 [25,] 0.066511547 0.0666271195 0.0673629905 0.068142397 0.0683493202 [26,] 0.060094365 0.0589382563 0.0586116893 0.058631317 0.0584571157 [27,] 0.055415475 0.0530802581 0.0517125760 0.050911165 0.0502145978 [28,] 0.052527746 0.0491478948 0.0468290398 0.045231445 0.0439615334 [29,] 0.051382209 0.0470838970 0.0439173660 0.041581464 0.0397328843 [30,] 0.051840612 0.0467145262 0.0427794466 0.039753495 0.0373258634 [31,] 0.053683688 0.0477854782 0.0431245461 0.039426556 0.0364004420 [32,] 0.056614914 0.0499858117 0.0446164267 0.040237167 0.0365716481 [33,] 0.060263275 0.0529559351 0.0468933744 0.041815802 0.0374641209 [34,] 0.064190813 0.0562859165 0.0495652604 0.043789049 0.0387234031 [35,] 0.067910657 0.0595174116 0.0522052725 0.045766369 0.0400017306 [36,] 0.070919113 0.0621629401 0.0543576524 0.047337804 0.0409471348 [37,] 0.072741576 0.0637493044 0.0555745817 0.048101132 0.0412186684 [38,] 0.072987545 0.0638805999 0.0554794724 0.047718815 0.0405319704 [39,] 0.071405544 0.0623054717 0.0538383129 0.045986297 0.0387190321 [40,] 0.067926089 0.0589681685 0.0506134065 0.042883938 0.0357750946 [41,] 0.062681111 0.0540260238 0.0459783405 0.038589561 0.0318693994 [42,] 0.055992263 0.0478259437 0.0402868085 0.033444085 0.0273119400 [43,] 0.048327473 0.0408449976 0.0340041231 0.027880811 0.0224866279 [44,] 0.040232945 0.0336102594 0.0276216688 0.022340891 0.0177732241 [45,] 0.032254164 0.0266173412 0.0215772549 0.017199201 0.0134815432 [46,] 0.024862163 0.0202650155 0.0161988745 0.012717359 0.0098132898 [47,] 0.018399600 0.0148168588 0.0116796425 0.009029143 0.0068549781 [48,] 0.013055544 0.0103926987 0.0080820389 0.006153350 0.0045953914 [49,] 0.008870223 0.0069854912 0.0053631116 0.004023447 0.0029561649 [50,] 0.005763684 0.0044946620 0.0034099102 0.002522638 0.0018244098 [,39] [,40] [,41] [,42] [,43] [1,] 0.0004592115 0.0003432896 0.0002463047 0.0001695693 0.0001119793 [2,] 0.0009092619 0.0006827865 0.0004920424 0.0003401952 0.0002255847 [3,] 0.0017092230 0.0012893179 0.0009332720 0.0006480681 0.0004315610 [4,] 0.0030521219 0.0023129593 0.0016818953 0.0011731839 0.0007847228 [5,] 0.0051810708 0.0039451307 0.0028824713 0.0020202278 0.0013577581 [6,] 0.0083685390 0.0064044431 0.0047032631 0.0033134343 0.0022386681 [7,] 0.0128761176 0.0099078340 0.0073168093 0.0051844431 0.0035238498 [8,] 0.0188987450 0.0146297410 0.0108718805 0.0077544043 0.0053076751 [9,] 0.0265054987 0.0206581732 0.0154630315 0.0111145073 0.0076712683 [10,] 0.0355948350 0.0279607943 0.0211068496 0.0153108931 0.0106741449 [11,] 0.0458812410 0.0363731657 0.0277329366 0.0203387570 0.0143511939 [12,] 0.0569209232 0.0456138522 0.0351917860 0.0261458511 0.0187139153 [13,] 0.0681690766 0.0553194656 0.0432730025 0.0326392036 0.0237502109 [14,] 0.0790478161 0.0650830007 0.0517206825 0.0396846135 0.0294144477 [15,] 0.0889999919 0.0744774916 0.0602333901 0.0470903671 0.0356020503 [16,] 0.0975138609 0.0830570600 0.0684461693 0.0545761894 0.0421116044 [17,] 0.1041227829 0.0903447373 0.0759075385 0.0617421469 0.0486093376 [18,] 0.1084021310 0.0958313567 0.0820768198 0.0680626275 0.0546195846 [19,] 0.1099907359 0.0990118162 0.0863671171 0.0729293988 0.0595633903 [20,] 0.1086512590 0.0994697470 0.0882429985 0.0757517867 0.0628527563 [21,] 0.1043584276 0.0969947450 0.0873548328 0.0760959400 0.0640241426 [22,] 0.0973796938 0.0916912793 0.0836665833 0.0738207090 0.0628719995 [23,] 0.0883042838 0.0840298391 0.0775249268 0.0691582945 0.0595335506 [24,] 0.0779904635 0.0748057550 0.0696320569 0.0627008438 0.0544869527 [25,] 0.0674321514 0.0650046764 0.0609183251 0.0552863735 0.0484540728 [26,] 0.0575800063 0.0556108971 0.0523494629 0.0478153750 0.0422346579 [27,] 0.0491724461 0.0474183370 0.0447290233 0.0410562967 0.0365249752 [28,] 0.0426289945 0.0409029988 0.0385580386 0.0355016333 0.0317792129 [29,] 0.0380333655 0.0361906966 0.0339902338 0.0313151414 0.0281538330 [30,] 0.0351988560 0.0331167665 0.0308837632 0.0283748608 0.0255422739 [31,] 0.0337795219 0.0313417945 0.0289158709 0.0263819813 0.0236743991 [32,] 0.0333798794 0.0304731021 0.0277098057 0.0249868256 0.0222358441 [33,] 0.0336265103 0.0301501089 0.0269290806 0.0238864199 0.0209634063 [34,] 0.0341901192 0.0300765566 0.0263175896 0.0228692502 0.0196909386 [35,] 0.0347728364 0.0300104400 0.0256922246 0.0218100045 0.0183454458 [36,] 0.0350900282 0.0297397518 0.0249138411 0.0206372143 0.0169130554 [37,] 0.0348724967 0.0290717777 0.0238649580 0.0193016936 0.0154012428 [38,] 0.0338975182 0.0278484370 0.0224500803 0.0177640377 0.0138167255 [39,] 0.0320365206 0.0259802608 0.0206161034 0.0160029542 0.0121641321 [40,] 0.0292949962 0.0234785182 0.0183767608 0.0140327688 0.0104576699 [41,] 0.0258223669 0.0204650625 0.0158230238 0.0119145498 0.0087327573 [42,] 0.0218834319 0.0171509167 0.0131099323 0.0097510005 0.0070477775 [43,] 0.0178002022 0.0137898411 0.0104231225 0.0076655121 0.0054739475 [44,] 0.0138843215 0.0106236349 0.0079377585 0.0057740370 0.0040783782 [45,] 0.0103814024 0.0078373757 0.0057845127 0.0041608856 0.0029082296 [46,] 0.0074408499 0.0055362022 0.0040322234 0.0028662120 0.0019820544 [47,] 0.0051135174 0.0037454446 0.0026888908 0.0018869126 0.0012901755 [48,] 0.0033703520 0.0024279175 0.0017160564 0.0011874406 0.0008019968 [49,] 0.0021310780 0.0015087549 0.0010487629 0.0007146882 0.0004762282 [50,] 0.0012928481 0.0008991898 0.0006141783 0.0004116930 0.0002702935 [,44] [,45] [,46] [,47] [,48] [1,] 7.090143e-05 4.302057e-05 2.500087e-05 1.390709e-05 7.400611e-06 [2,] 1.434031e-04 8.734921e-05 5.095417e-05 2.845031e-05 1.519702e-05 [3,] 2.754796e-04 1.684843e-04 9.868300e-05 5.532663e-05 2.967922e-05 [4,] 5.031259e-04 3.090756e-04 1.818446e-04 1.024286e-04 5.522023e-05 [5,] 8.747356e-04 5.400209e-04 3.193641e-04 1.808826e-04 9.810363e-05 [6,] 1.450132e-03 9.003700e-04 5.357351e-04 3.054657e-04 1.669139e-04 [7,] 2.297116e-03 1.435971e-03 8.607967e-04 4.948910e-04 2.729736e-04 [8,] 3.486131e-03 2.197290e-03 1.329302e-03 7.721941e-04 4.309943e-04 [9,] 5.084724e-03 3.237433e-03 1.980897e-03 1.165584e-03 6.601560e-04 [10,] 7.153920e-03 4.611473e-03 2.861015e-03 1.709959e-03 9.856678e-04 [11,] 9.747455e-03 6.377172e-03 4.022384e-03 2.448634e-03 1.440370e-03 [12,] 1.291210e-02 8.595107e-03 5.525230e-03 3.433684e-03 2.065153e-03 [13,] 1.668398e-02 1.132388e-02 7.432717e-03 4.722211e-03 2.906199e-03 [14,] 2.107441e-02 1.460530e-02 9.797670e-03 6.365602e-03 4.006947e-03 [15,] 2.604129e-02 1.843690e-02 1.263875e-02 8.390471e-03 5.393861e-03 [16,] 3.144982e-02 2.273538e-02 1.590918e-02 1.077373e-02 7.057730e-03 [17,] 3.703635e-02 2.730293e-02 1.946765e-02 1.341902e-02 8.935786e-03 [18,] 4.239625e-02 3.181408e-02 2.306553e-02 1.614555e-02 1.090261e-02 [19,] 4.701573e-02 3.583997e-02 2.636441e-02 1.869990e-02 1.277768e-02 [20,] 5.035444e-02 3.891665e-02 2.898930e-02 2.079553e-02 1.435339e-02 [21,] 5.196526e-02 4.064621e-02 3.060974e-02 2.217446e-02 1.543958e-02 [22,] 5.161691e-02 4.080281e-02 3.102620e-02 2.267406e-02 1.591263e-02 [23,] 4.937592e-02 3.940634e-02 3.023225e-02 2.227647e-02 1.575258e-02 [24,] 4.561298e-02 3.673344e-02 2.842713e-02 2.112044e-02 1.505303e-02 [25,] 4.092376e-02 3.325562e-02 2.596921e-02 1.946772e-02 1.399773e-02 [26,] 3.598592e-02 2.952142e-02 2.328309e-02 1.763281e-02 1.280970e-02 [27,] 3.139843e-02 2.602086e-02 2.075050e-02 1.589911e-02 1.168965e-02 [28,] 2.755557e-02 2.307688e-02 1.862144e-02 1.444980e-02 1.076470e-02 [29,] 2.459316e-02 2.079713e-02 1.697371e-02 1.333573e-02 1.006435e-02 [30,] 2.241599e-02 1.909532e-02 1.572935e-02 1.248806e-02 9.529979e-03 [31,] 2.078537e-02 1.776560e-02 1.471564e-02 1.176624e-02 9.051222e-03 [32,] 1.942734e-02 1.657652e-02 1.374315e-02 1.102037e-02 8.513560e-03 [33,] 1.812114e-02 1.534917e-02 1.267169e-02 1.014418e-02 7.839088e-03 [34,] 1.674313e-02 1.399667e-02 1.144388e-02 9.102232e-03 7.007472e-03 [35,] 1.526351e-02 1.252124e-02 1.008234e-02 7.927240e-03 6.053561e-03 [36,] 1.371244e-02 1.098201e-02 8.660760e-03 6.695382e-03 5.047355e-03 [37,] 1.213939e-02 9.454748e-03 7.266578e-03 5.493804e-03 4.067332e-03 [38,] 1.058508e-02 8.001455e-03 5.971298e-03 4.393871e-03 3.177937e-03 [39,] 9.073329e-03 6.658205e-03 4.816736e-03 3.437706e-03 2.417631e-03 [40,] 7.618141e-03 5.438837e-03 3.816433e-03 2.638186e-03 1.798143e-03 [41,] 6.235354e-03 4.346043e-03 2.965631e-03 1.987435e-03 1.311299e-03 [42,] 4.949433e-03 3.381176e-03 2.252221e-03 1.467443e-03 9.383540e-04 [43,] 3.791685e-03 2.548110e-03 1.663754e-03 1.058206e-03 6.578429e-04 [44,] 2.792135e-03 1.851388e-03 1.189496e-03 7.417565e-04 4.501932e-04 [45,] 1.970301e-03 1.291831e-03 8.192527e-04 5.028686e-04 2.993116e-04 [46,] 1.329525e-03 8.630914e-04 5.414899e-04 3.282129e-04 1.923613e-04 [47,] 8.567678e-04 5.510153e-04 3.424723e-04 2.054587e-04 1.189596e-04 [48,] 5.269431e-04 3.357275e-04 2.068514e-04 1.230058e-04 7.052506e-05 [49,] 3.092882e-04 1.951068e-04 1.191687e-04 7.029201e-05 3.996913e-05 [50,] 1.733034e-04 1.081418e-04 6.544663e-05 3.829502e-05 2.161204e-05 [,49] [,50] [1,] 3.765433e-06 1.830931e-06 [2,] 7.762417e-06 3.790031e-06 [3,] 1.522825e-05 7.471883e-06 [4,] 2.848733e-05 1.406268e-05 [5,] 5.095186e-05 2.534636e-05 [6,] 8.743027e-05 4.392336e-05 [7,] 1.445396e-04 7.353239e-05 [8,] 2.313393e-04 1.195548e-04 [9,] 3.603121e-04 1.897745e-04 [10,] 5.486860e-04 2.953720e-04 [11,] 8.197431e-04 4.518961e-04 [12,] 1.203230e-03 6.796151e-04 [13,] 1.733481e-03 1.002322e-03 [14,] 2.443798e-03 1.443626e-03 [15,] 3.356430e-03 2.020294e-03 [16,] 4.469355e-03 2.733388e-03 [17,] 5.743452e-03 3.559561e-03 [18,] 7.095615e-03 4.446186e-03 [19,] 8.403373e-03 5.314024e-03 [20,] 9.523765e-03 6.069401e-03 [21,] 1.032405e-02 6.624396e-03 [22,] 1.071604e-02 6.919687e-03 [23,] 1.068244e-02 6.942306e-03 [24,] 1.028447e-02 6.731082e-03 [25,] 9.646114e-03 6.366416e-03 [26,] 8.918837e-03 5.946806e-03 [27,] 8.238297e-03 5.559816e-03 [28,] 7.688104e-03 5.257595e-03 [29,] 7.282772e-03 5.045377e-03 [30,] 6.974647e-03 4.886397e-03 [31,] 6.680384e-03 4.720330e-03 [32,] 6.315734e-03 4.487616e-03 [33,] 5.825494e-03 4.150489e-03 [34,] 5.198933e-03 3.703822e-03 [35,] 4.467798e-03 3.173580e-03 [36,] 3.690901e-03 2.605580e-03 [37,] 2.933405e-03 2.050246e-03 [38,] 2.249024e-03 1.549326e-03 [39,] 1.670198e-03 1.128354e-03 [40,] 1.207066e-03 7.956043e-04 [41,] 8.526517e-04 5.458277e-04 [42,] 5.904365e-04 3.659820e-04 [43,] 4.011084e-04 2.405434e-04 [44,] 2.668726e-04 1.550788e-04 [45,] 1.732598e-04 9.789536e-05 [46,] 1.092325e-04 6.028190e-05 [47,] 6.654047e-05 3.603433e-05 [48,] 3.898738e-05 2.080488e-05 [49,] 2.189019e-05 1.154943e-05 [50,] 1.174476e-05 6.141740e-06 > 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 75.30772 0.06076 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1qa8t1194948979.ps tmp/1qa8t1194948979.png") > system("convert tmp/22f7j1194948979.ps tmp/22f7j1194948979.png") > system("convert tmp/3k3h81194948979.ps tmp/3k3h81194948979.png") > system("convert tmp/4lgev1194948979.ps tmp/4lgev1194948979.png") > system("convert tmp/5cu7z1194948979.ps tmp/5cu7z1194948979.png") > system("convert tmp/6yemr1194948980.ps tmp/6yemr1194948980.png") > system("convert tmp/7l0201194948980.ps tmp/7l0201194948980.png") > > > proc.time() user system elapsed 2.334 1.346 2.763