R version 2.8.1 (2008-12-22) 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(25.6,23.7,22.0,21.3,20.7,20.4,20.3,20.4,19.8,19.5,23.1,23.5,23.5,22.9,21.9,21.5,20.5,20.2,19.4,19.2,18.8,18.8,22.6,23.3,23.0,21.4,19.9,18.8,18.6,18.4,18.6,19.9,19.2,18.4,21.1,20.5,19.1,18.1,17.0,17.1,17.4,16.8,15.3,14.3,13.4,15.3,22.1,23.7,22.2,19.5,16.6,17.3,19.8,21.2,21.5,20.6,19.1,19.6,23.5,24.0,23.2) > y <- c(11.1,10.9,10,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.8,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.7,7.2,7.3,8.1,8.5) > x <- c(8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5,8,8.1) > par7 = 'werkloosheidsgraad bij personen < 25 jaar' > par6 = 'werkloosheidsgraad bij vrouwen' > par5 = 'werkloosheidsgraad bij mannen' > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/rcomp/tmp/1llpq1257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/2nps71257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/3ptsf1257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/44ozk1257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/rcomp/tmp/5eo9i1257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 2.3587 0.8878 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/6jpwz1257274318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] 5.907357 6.025424 6.143491 6.261558 6.379625 6.497692 6.615759 [8] 6.733826 6.851894 6.969961 7.088028 7.206095 7.324162 7.442229 [15] 7.560296 7.678363 7.796430 7.914497 8.032564 8.150631 8.268698 [22] 8.386765 8.504832 8.622899 8.740966 8.859034 8.977101 9.095168 [29] 9.213235 9.331302 9.449369 9.567436 9.685503 9.803570 9.921637 [36] 10.039704 10.157771 10.275838 10.393905 10.511972 10.630039 10.748106 [43] 10.866174 10.984241 11.102308 11.220375 11.338442 11.456509 11.574576 [50] 11.692643 $yords [1] 11.79640 12.11083 12.42526 12.73970 13.05413 13.36856 13.68299 13.99743 [9] 14.31186 14.62629 14.94072 15.25516 15.56959 15.88402 16.19846 16.51289 [17] 16.82732 17.14175 17.45619 17.77062 18.08505 18.39949 18.71392 19.02835 [25] 19.34278 19.65722 19.97165 20.28608 20.60051 20.91495 21.22938 21.54381 [33] 21.85825 22.17268 22.48711 22.80154 23.11598 23.43041 23.74484 24.05928 [41] 24.37371 24.68814 25.00257 25.31701 25.63144 25.94587 26.26030 26.57474 [49] 26.88917 27.20360 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.052992e-01 1.153294e-01 1.227682e-01 1.383287e-01 1.734076e-01 [2,] 1.829291e-01 2.092546e-01 2.207462e-01 2.285487e-01 2.525166e-01 [3,] 2.809038e-01 3.434560e-01 3.766999e-01 3.833372e-01 3.862329e-01 [4,] 3.782010e-01 4.996676e-01 5.847738e-01 6.159923e-01 6.055046e-01 [5,] 4.449702e-01 6.384069e-01 8.071528e-01 9.058734e-01 9.181437e-01 [6,] 4.569762e-01 7.136960e-01 9.804121e-01 1.188738e+00 1.282245e+00 [7,] 4.096202e-01 6.973495e-01 1.043793e+00 1.376240e+00 1.604506e+00 [8,] 3.206478e-01 5.956582e-01 9.731308e-01 1.399925e+00 1.777160e+00 [9,] 2.194197e-01 4.452376e-01 7.950167e-01 1.250526e+00 1.735395e+00 [10,] 1.314576e-01 2.917244e-01 5.701515e-01 9.823911e-01 1.494273e+00 [11,] 6.910241e-02 1.679577e-01 3.598971e-01 6.805865e-01 1.137315e+00 [12,] 3.196478e-02 8.525205e-02 2.006840e-01 4.174079e-01 7.681115e-01 [13,] 1.306159e-02 3.831103e-02 9.930278e-02 2.277011e-01 4.624970e-01 [14,] 4.737579e-03 1.532026e-02 4.383224e-02 1.110586e-01 2.495078e-01 [15,] 1.533811e-03 5.482220e-03 1.735206e-02 4.867277e-02 1.211261e-01 [16,] 4.458024e-04 1.764877e-03 6.189731e-03 1.924126e-02 5.306347e-02 [17,] 1.169069e-04 5.132309e-04 1.995526e-03 6.873635e-03 2.099097e-02 [18,] 2.774795e-05 1.350709e-04 5.817870e-04 2.217628e-03 7.486102e-03 [19,] 5.964156e-06 3.214702e-05 1.531124e-04 6.444967e-04 2.399656e-03 [20,] 1.158616e-06 6.899939e-06 3.625832e-05 1.681853e-04 6.894450e-04 [21,] 2.027672e-07 1.331413e-06 7.706422e-06 3.935287e-05 1.775972e-04 [22,] 3.190685e-08 2.308576e-07 1.472604e-06 8.294768e-06 4.136584e-05 [23,] 4.532170e-09 3.624650e-08 2.561600e-07 1.604196e-06 8.936962e-06 [24,] 5.916943e-10 5.285260e-09 4.195424e-08 2.971398e-07 1.886267e-06 [25,] 7.418124e-11 7.550554e-10 6.882912e-09 5.637777e-08 4.160167e-07 [26,] 9.577465e-12 1.134326e-10 1.206777e-09 1.153174e-08 9.887806e-08 [27,] 1.342115e-12 1.849934e-11 2.276406e-10 2.495398e-09 2.431637e-08 [28,] 1.996859e-13 3.131860e-12 4.346651e-11 5.329611e-10 5.766079e-09 [29,] 2.930592e-14 5.108140e-13 7.832864e-12 1.055961e-10 1.251081e-09 [30,] 3.981184e-15 7.606476e-14 1.274806e-12 1.873973e-11 2.416447e-10 [31,] 4.834331e-16 1.006189e-14 1.834608e-13 2.930914e-12 4.103671e-11 [32,] 5.165301e-17 1.168295e-15 2.313496e-14 4.011971e-13 6.094805e-12 [33,] 4.824468e-18 1.184806e-16 2.546677e-15 4.792417e-14 7.898330e-13 [34,] 3.928632e-19 1.047309e-17 2.443229e-16 4.989270e-15 8.921517e-14 [35,] 2.786063e-20 8.062203e-19 2.041401e-17 4.524195e-16 8.778823e-15 [36,] 1.719851e-21 5.402709e-20 1.484964e-18 3.572154e-17 7.523087e-16 [37,] 9.239322e-23 3.151066e-21 9.402467e-20 2.455382e-18 5.613468e-17 [38,] 4.319034e-24 1.599341e-22 5.181487e-21 1.469109e-19 3.646558e-18 [39,] 1.756707e-25 7.063664e-24 2.484960e-22 7.650627e-21 2.062097e-19 [40,] 6.216626e-27 2.714559e-25 1.037073e-23 3.467510e-22 1.015022e-20 [41,] 1.913991e-28 9.076831e-27 3.766234e-25 1.367720e-23 4.348703e-22 [42,] 5.126727e-30 2.640702e-28 1.190137e-26 4.694799e-25 1.621595e-23 [43,] 1.194687e-31 6.684242e-30 3.272463e-28 1.402403e-26 5.262812e-25 [44,] 2.421980e-33 1.472046e-31 7.829416e-30 3.645468e-28 1.486531e-26 [45,] 4.271586e-35 2.820506e-33 1.629899e-31 8.246284e-30 3.654358e-28 [46,] 6.554042e-37 4.701851e-35 2.952360e-33 1.623264e-31 7.818640e-30 [47,] 8.748466e-39 6.819438e-37 4.653265e-35 2.780669e-33 1.455925e-31 [48,] 1.015921e-40 8.605387e-39 6.381630e-37 4.145205e-35 2.359625e-33 [49,] 1.026364e-42 9.448072e-41 7.615549e-39 5.377632e-37 3.328564e-35 [50,] 9.021025e-45 9.025448e-43 7.908068e-41 6.071424e-39 4.086853e-37 [,6] [,7] [,8] [,9] [,10] [1,] 2.315342e-01 3.021071e-01 3.620789e-01 3.867560e-01 3.636370e-01 [2,] 3.093905e-01 3.989289e-01 4.977407e-01 5.676718e-01 5.759301e-01 [3,] 4.176422e-01 4.981873e-01 6.183381e-01 7.365371e-01 7.989211e-01 [4,] 5.936417e-01 6.265147e-01 7.246174e-01 8.631934e-01 9.803654e-01 [5,] 8.728399e-01 8.321639e-01 8.544434e-01 9.544324e-01 1.088600e+00 [6,] 1.253109e+00 1.153674e+00 1.069011e+00 1.064923e+00 1.145439e+00 [7,] 1.668146e+00 1.576451e+00 1.408931e+00 1.270126e+00 1.226870e+00 [8,] 1.999288e+00 2.011664e+00 1.847276e+00 1.611562e+00 1.421226e+00 [9,] 2.130133e+00 2.324345e+00 2.278657e+00 2.051802e+00 1.768513e+00 [10,] 2.010433e+00 2.400864e+00 2.561895e+00 2.475415e+00 2.221929e+00 [11,] 1.682576e+00 2.210387e+00 2.592197e+00 2.740406e+00 2.658292e+00 [12,] 1.252898e+00 1.816835e+00 2.353831e+00 2.747745e+00 2.931377e+00 [13,] 8.337164e-01 1.337818e+00 1.920344e+00 2.485587e+00 2.937131e+00 [14,] 4.979719e-01 8.855837e-01 1.410233e+00 2.026399e+00 2.657106e+00 [15,] 2.679079e-01 5.282425e-01 9.330278e-01 1.487267e+00 2.161769e+00 [16,] 1.300446e-01 2.840601e-01 5.556965e-01 9.805918e-01 1.575982e+00 [17,] 5.692560e-02 1.374995e-01 2.972310e-01 5.790579e-01 1.025999e+00 [18,] 2.241831e-02 5.973978e-02 1.423465e-01 3.053881e-01 5.950910e-01 [19,] 7.918093e-03 2.323096e-02 6.090819e-02 1.437007e-01 3.076934e-01 [20,] 2.503406e-03 8.081390e-03 2.331838e-02 6.056912e-02 1.428133e-01 [21,] 7.103806e-04 2.529447e-03 8.065126e-03 2.319703e-02 6.066788e-02 [22,] 1.833501e-04 7.261069e-04 2.585947e-03 8.341616e-03 2.453605e-02 [23,] 4.451049e-05 1.993390e-04 8.075898e-04 2.975338e-03 1.000207e-02 [24,] 1.078294e-05 5.573926e-05 2.612855e-04 1.111840e-03 4.290679e-03 [25,] 2.769593e-06 1.663702e-05 9.007133e-05 4.385600e-04 1.915387e-03 [26,] 7.594335e-07 5.213661e-06 3.192337e-05 1.739865e-04 8.426207e-04 [27,] 2.102310e-07 1.610104e-06 1.091093e-05 6.537027e-05 3.461141e-04 [28,] 5.499668e-08 4.622132e-07 3.422247e-06 2.232395e-05 1.283336e-04 [29,] 1.302529e-08 1.191791e-07 9.586305e-07 6.781683e-06 4.221941e-05 [30,] 2.733945e-09 2.714944e-08 2.367570e-07 1.814161e-06 1.222316e-05 [31,] 5.037463e-10 5.424004e-09 5.125496e-08 4.253428e-07 3.102037e-06 [32,] 8.114304e-11 9.471975e-10 9.699992e-09 8.720172e-08 6.886843e-07 [33,] 1.140498e-11 1.443579e-10 1.602558e-09 1.561322e-08 1.335956e-07 [34,] 1.397481e-12 1.918506e-11 2.309550e-10 2.439567e-09 2.262721e-08 [35,] 1.492064e-13 2.222270e-12 2.902005e-11 3.324779e-10 3.344264e-09 [36,] 1.387673e-14 2.242866e-13 3.178177e-12 3.950767e-11 4.311448e-10 [37,] 1.123963e-15 1.971887e-14 3.032883e-13 4.092081e-12 4.846852e-11 [38,] 7.927155e-17 1.509941e-15 2.521438e-14 3.693663e-13 4.750106e-12 [39,] 4.867826e-18 1.006891e-16 1.825967e-15 2.905014e-14 4.057614e-13 [40,] 2.602354e-19 5.846620e-18 1.151701e-16 1.990489e-15 3.020621e-14 [41,] 1.211118e-20 2.955963e-19 6.326372e-18 1.188099e-16 1.959446e-15 [42,] 4.906514e-22 1.301186e-20 3.026285e-19 6.177231e-18 1.107502e-16 [43,] 1.730289e-23 4.986745e-22 1.260646e-20 2.797494e-19 5.453942e-18 [44,] 5.311430e-25 1.663870e-23 4.572895e-22 1.103476e-20 2.339985e-19 [45,] 1.419226e-26 4.833327e-25 1.444452e-23 3.791163e-22 8.746763e-21 [46,] 3.300967e-28 1.222364e-26 3.973122e-25 1.134490e-23 2.848487e-22 [47,] 6.683235e-30 2.691467e-28 9.516663e-27 2.957020e-25 8.081995e-24 [48,] 1.177871e-31 5.159684e-30 1.985059e-28 6.713436e-27 1.997887e-25 [49,] 1.807132e-33 8.612301e-32 3.605917e-30 1.327670e-28 4.303157e-27 [50,] 2.413645e-35 1.251670e-33 5.704599e-32 2.287198e-30 8.075711e-29 [,11] [,12] [,13] [,14] [,15] [1,] 2.995354e-01 2.158468e-01 1.361640e-01 7.557220e-02 3.762467e-02 [2,] 5.140336e-01 4.019741e-01 2.752524e-01 1.655935e-01 8.880561e-02 [3,] 7.698749e-01 6.525453e-01 4.849630e-01 3.165079e-01 1.833476e-01 [4,] 1.011198e+00 9.260179e-01 7.463430e-01 5.287510e-01 3.316953e-01 [5,] 1.178120e+00 1.156259e+00 1.008030e+00 7.753552e-01 5.280578e-01 [6,] 1.249374e+00 1.289408e+00 1.207234e+00 1.006893e+00 7.463065e-01 [7,] 1.270158e+00 1.326725e+00 1.310768e+00 1.178941e+00 9.522535e-01 [8,] 1.337734e+00 1.339620e+00 1.348743e+00 1.288077e+00 1.130009e+00 [9,] 1.547722e+00 1.439895e+00 1.413016e+00 1.389787e+00 1.304888e+00 [10,] 1.933871e+00 1.720807e+00 1.617251e+00 1.582685e+00 1.544620e+00 [11,] 2.437435e+00 2.202039e+00 2.040031e+00 1.966631e+00 1.936664e+00 [12,] 2.921881e+00 2.804266e+00 2.675634e+00 2.592122e+00 2.551719e+00 [13,] 3.225086e+00 3.364188e+00 3.409647e+00 3.413952e+00 3.399394e+00 [14,] 3.226775e+00 3.690484e+00 4.036608e+00 4.267197e+00 4.382236e+00 [15,] 2.902014e+00 3.645869e+00 4.332428e+00 4.898136e+00 5.278700e+00 [16,] 2.333138e+00 3.216550e+00 4.161528e+00 5.067282e+00 5.802347e+00 [17,] 1.670469e+00 2.522748e+00 3.555004e+00 4.679801e+00 5.739978e+00 [18,] 1.063392e+00 1.757144e+00 2.697866e+00 3.849219e+00 5.084878e+00 [19,] 6.033277e-01 1.091470e+00 1.828859e+00 2.836326e+00 4.053816e+00 [20,] 3.082276e-01 6.128425e-01 1.125568e+00 1.906445e+00 2.963305e+00 [21,] 1.453184e-01 3.202832e-01 6.500460e-01 1.211242e+00 2.060659e+00 [22,] 6.612314e-02 1.635261e-01 3.704118e-01 7.650230e-01 1.432505e+00 [23,] 3.070145e-02 8.587595e-02 2.180172e-01 4.999211e-01 1.030581e+00 [24,] 1.497769e-02 4.712541e-02 1.331403e-01 3.365958e-01 7.593962e-01 [25,] 7.483144e-03 2.608703e-02 8.097936e-02 2.234879e-01 5.478077e-01 [26,] 3.621552e-03 1.380076e-02 4.660231e-02 1.394104e-01 3.694759e-01 [27,] 1.619261e-03 6.694385e-03 2.446357e-02 7.905539e-02 2.260477e-01 [28,] 6.504496e-04 2.908312e-03 1.147936e-02 4.002920e-02 1.234223e-01 [29,] 2.314617e-04 1.118357e-03 4.766422e-03 1.793584e-02 5.964980e-02 [30,] 7.247207e-05 3.784577e-04 1.742357e-03 7.079068e-03 2.541063e-02 [31,] 1.989840e-05 1.123690e-04 5.591949e-04 2.454918e-03 9.518668e-03 [32,] 4.782082e-06 2.922227e-05 1.573081e-04 7.468102e-04 3.130540e-03 [33,] 1.004780e-06 6.648568e-06 3.874433e-05 1.990683e-04 9.029242e-04 [34,] 1.844330e-07 1.322314e-06 8.347683e-06 4.645479e-05 2.281813e-04 [35,] 2.955743e-08 2.297527e-07 1.572290e-06 9.483866e-06 5.048698e-05 [36,] 4.133894e-09 3.485711e-08 2.587456e-07 1.692824e-06 9.774070e-06 [37,] 5.043837e-10 4.615865e-09 3.718725e-08 2.640568e-07 1.654763e-06 [38,] 5.367228e-11 5.333447e-10 4.665959e-09 3.598055e-08 2.448874e-07 [39,] 4.980020e-12 5.375845e-11 5.109617e-10 4.281348e-09 3.166688e-08 [40,] 4.028360e-13 4.725870e-12 4.882417e-11 4.447522e-10 3.576976e-09 [41,] 2.840447e-14 3.622830e-13 4.070082e-12 4.032626e-11 3.528484e-10 [42,] 1.745670e-15 2.421546e-14 2.959578e-13 3.190898e-12 3.038975e-11 [43,] 9.350398e-17 1.411184e-15 1.877032e-14 2.203112e-13 2.284862e-12 [44,] 4.364829e-18 7.169534e-17 1.038223e-15 1.327117e-14 1.499414e-13 [45,] 1.775682e-19 3.175413e-18 5.007988e-17 6.974212e-16 8.587418e-15 [46,] 6.295368e-21 1.226036e-19 2.106558e-18 3.197188e-17 4.291852e-16 [47,] 1.945076e-22 4.126636e-21 7.726977e-20 1.278521e-18 1.871723e-17 [48,] 5.237444e-24 1.210826e-22 2.471547e-21 4.459717e-20 7.122766e-19 [49,] 1.229087e-25 3.097201e-24 6.893777e-23 1.356985e-21 2.365366e-20 [50,] 2.513838e-27 6.906672e-26 1.676827e-24 3.602004e-23 6.856244e-22 [,16] [,17] [,18] [,19] [,20] [1,] 1.795104e-02 9.664846e-03 6.949769e-03 6.200251e-03 5.778472e-03 [2,] 4.468518e-02 2.425642e-02 1.715350e-02 1.554377e-02 1.499002e-02 [3,] 9.805280e-02 5.432891e-02 3.781004e-02 3.454681e-02 3.478782e-02 [4,] 1.898518e-01 1.087802e-01 7.485568e-02 6.824655e-02 7.146222e-02 [5,] 3.256575e-01 1.955953e-01 1.343735e-01 1.209871e-01 1.301508e-01 [6,] 4.993383e-01 3.188727e-01 2.219525e-01 1.959299e-01 2.125196e-01 [7,] 6.960034e-01 4.794197e-01 3.446089e-01 2.980408e-01 3.182929e-01 [8,] 9.062826e-01 6.816174e-01 5.162380e-01 4.413162e-01 4.535331e-01 [9,] 1.143638e+00 9.429205e-01 7.633072e-01 6.560287e-01 6.423640e-01 [10,] 1.450525e+00 1.296727e+00 1.123456e+00 9.873280e-01 9.312454e-01 [11,] 1.887857e+00 1.783725e+00 1.632836e+00 1.479241e+00 1.374955e+00 [12,] 2.514392e+00 2.438360e+00 2.309524e+00 2.150344e+00 2.006180e+00 [13,] 3.359527e+00 3.277779e+00 3.146727e+00 2.979357e+00 2.808045e+00 [14,] 4.383166e+00 4.284441e+00 4.115580e+00 3.913100e+00 3.712558e+00 [15,] 5.432371e+00 5.369545e+00 5.156383e+00 4.883672e+00 4.627185e+00 [16,] 6.243867e+00 6.340203e+00 6.148321e+00 5.807021e+00 5.463479e+00 [17,] 6.540831e+00 6.932543e+00 6.896483e+00 6.563753e+00 6.142262e+00 [18,] 6.191729e+00 6.939376e+00 7.195794e+00 7.010045e+00 6.589166e+00 [19,] 5.310810e+00 6.356289e+00 6.963584e+00 7.056819e+00 6.763153e+00 [20,] 4.202134e+00 5.412925e+00 6.331941e+00 6.769467e+00 6.722636e+00 [21,] 3.181942e+00 4.439762e+00 5.590429e+00 6.375480e+00 6.657327e+00 [22,] 2.419192e+00 3.671254e+00 5.000679e+00 6.127891e+00 6.804246e+00 [23,] 1.903028e+00 3.140894e+00 4.632127e+00 6.116636e+00 7.269147e+00 [24,] 1.526213e+00 2.730562e+00 4.351463e+00 6.190073e+00 7.892940e+00 [25,] 1.192134e+00 2.303937e+00 3.958719e+00 6.060827e+00 8.297931e+00 [26,] 8.678522e-01 1.808098e+00 3.345873e+00 5.511162e+00 8.106305e+00 [27,] 5.723529e-01 1.284636e+00 2.559680e+00 4.537129e+00 7.175265e+00 [28,] 3.368206e-01 8.145364e-01 1.748188e+00 3.336599e+00 5.678543e+00 [29,] 1.755264e-01 4.575970e-01 1.058547e+00 2.177116e+00 3.991316e+00 [30,] 8.068325e-02 2.269215e-01 5.662308e-01 1.256017e+00 2.482941e+00 [31,] 3.263917e-02 9.911780e-02 2.670169e-01 6.393945e-01 1.364310e+00 [32,] 1.160272e-02 3.807880e-02 1.108506e-01 2.868192e-01 6.612452e-01 [33,] 3.620395e-03 1.285254e-02 4.046871e-02 1.132524e-01 2.823885e-01 [34,] 9.906703e-04 3.807739e-03 1.298019e-02 3.932642e-02 1.061593e-01 [35,] 2.375417e-04 9.893931e-04 3.654820e-03 1.199928e-02 3.510104e-02 [36,] 4.987662e-05 2.253136e-04 9.027217e-04 3.214584e-03 1.019958e-02 [37,] 9.165342e-06 4.494193e-05 1.954584e-04 7.555850e-04 2.602634e-03 [38,] 1.473262e-06 7.847379e-06 3.707724e-05 1.557208e-04 5.827772e-04 [39,] 2.070650e-07 1.198943e-06 6.158568e-06 2.812253e-05 1.144357e-04 [40,] 2.543733e-08 1.602108e-07 8.952871e-07 4.448034e-06 1.969353e-05 [41,] 2.730501e-09 1.871747e-08 1.138599e-07 6.158513e-07 2.968601e-06 [42,] 2.560377e-10 1.911286e-09 1.266312e-08 7.460862e-08 3.917814e-07 [43,] 2.096830e-11 1.705343e-10 1.231217e-09 7.905984e-09 4.525400e-08 [44,] 1.499468e-12 1.329243e-11 1.046258e-10 7.326052e-10 4.574456e-09 [45,] 9.361843e-14 9.049580e-13 7.769317e-12 5.936179e-11 4.047719e-10 [46,] 5.102574e-15 5.380730e-14 5.041547e-13 4.207153e-12 3.138361e-11 [47,] 2.427715e-16 2.794168e-15 2.859550e-14 2.610370e-13 2.137131e-12 [48,] 1.008348e-17 1.267583e-16 1.418836e-15 1.420844e-14 1.284334e-13 [49,] 3.657078e-19 5.027106e-18 6.169500e-17 6.813254e-16 6.873244e-15 [50,] 1.158865e-20 1.745618e-19 2.359617e-18 2.901365e-17 3.326656e-16 [,21] [,22] [,23] [,24] [,25] [1,] 5.429830e-03 5.781714e-03 7.928599e-03 1.295922e-02 2.131412e-02 [2,] 1.395810e-02 1.305407e-02 1.426672e-02 2.012828e-02 3.260990e-02 [3,] 3.366257e-02 3.064807e-02 2.856193e-02 3.217994e-02 4.642490e-02 [4,] 7.306694e-02 6.874624e-02 6.090121e-02 5.692069e-02 6.633915e-02 [5,] 1.406577e-01 1.400391e-01 1.267532e-01 1.094941e-01 1.035053e-01 [6,] 2.402820e-01 2.541024e-01 2.424274e-01 2.106236e-01 1.783882e-01 [7,] 3.687441e-01 4.105205e-01 4.156668e-01 3.779286e-01 3.155807e-01 [8,] 5.216462e-01 5.985636e-01 6.379613e-01 6.132486e-01 5.305300e-01 [9,] 7.083171e-01 8.102763e-01 8.899090e-01 8.975193e-01 8.160466e-01 [10,] 9.653240e-01 1.061896e+00 1.163775e+00 1.205685e+00 1.144241e+00 [11,] 1.351630e+00 1.403832e+00 1.488115e+00 1.538083e+00 1.492866e+00 [12,] 1.918490e+00 1.900405e+00 1.926627e+00 1.941189e+00 1.880503e+00 [13,] 2.669798e+00 2.584310e+00 2.538478e+00 2.487699e+00 2.374087e+00 [14,] 3.542914e+00 3.417571e+00 3.323335e+00 3.218217e+00 3.045756e+00 [15,] 4.427730e+00 4.291563e+00 4.194935e+00 4.087247e+00 3.902175e+00 [16,] 5.210217e+00 5.068720e+00 5.006916e+00 4.959678e+00 4.843089e+00 [17,] 5.807606e+00 5.637075e+00 5.613551e+00 5.663541e+00 5.687040e+00 [18,] 6.180185e+00 5.947765e+00 5.928790e+00 6.064222e+00 6.249294e+00 [19,] 6.340461e+00 6.033048e+00 5.963960e+00 6.124257e+00 6.425983e+00 [20,] 6.382172e+00 6.020620e+00 5.848097e+00 5.938685e+00 6.252128e+00 [21,] 6.501833e+00 6.139101e+00 5.830791e+00 5.746206e+00 5.925867e+00 [22,] 6.944433e+00 6.671769e+00 6.240661e+00 5.898875e+00 5.790765e+00 [23,] 7.849196e+00 7.822409e+00 7.365989e+00 6.760449e+00 6.254434e+00 [24,] 9.083425e+00 9.534988e+00 9.271794e+00 8.531890e+00 7.633318e+00 [25,] 1.021509e+01 1.139634e+01 1.164850e+01 1.106832e+01 9.962478e+00 [26,] 1.069691e+01 1.274450e+01 1.382599e+01 1.380680e+01 1.286443e+01 [27,] 1.016530e+01 1.297181e+01 1.501586e+01 1.590692e+01 1.558477e+01 [28,] 8.649205e+00 1.184726e+01 1.468351e+01 1.659065e+01 1.723977e+01 [29,] 6.544574e+00 9.639956e+00 1.282553e+01 1.551444e+01 1.719242e+01 [30,] 4.388267e+00 6.961988e+00 9.964464e+00 1.294244e+01 1.535714e+01 [31,] 2.602009e+00 4.452651e+00 6.868442e+00 9.602275e+00 1.223969e+01 [32,] 1.362424e+00 2.518008e+00 4.192838e+00 6.322070e+00 8.679837e+00 [33,] 6.292385e-01 1.257514e+00 2.263495e+00 3.687277e+00 5.464579e+00 [34,] 2.560890e-01 5.540102e-01 1.079271e+00 1.902184e+00 3.048362e+00 [35,] 9.175790e-02 2.150997e-01 4.540121e-01 8.667773e-01 1.504191e+00 [36,] 2.892007e-02 7.353108e-02 1.683177e-01 3.484439e-01 6.555667e-01 [37,] 8.011270e-03 2.211169e-02 5.493959e-02 1.234356e-01 2.520272e-01 [38,] 1.949000e-03 5.844193e-03 1.577376e-02 3.849467e-02 8.537743e-02 [39,] 4.161151e-04 1.356556e-03 3.980375e-03 1.056009e-02 2.546901e-02 [40,] 7.791410e-05 2.763507e-04 8.822042e-04 2.547039e-03 6.690090e-03 [41,] 1.278705e-05 4.938106e-05 1.716790e-04 5.401952e-04 1.549053e-03 [42,] 1.838598e-06 7.737861e-06 2.933917e-05 1.008608e-04 3.171464e-04 [43,] 2.315721e-07 1.063516e-06 4.408377e-06 1.663087e-05 5.779823e-05 [44,] 2.555525e-08 1.283598e-07 5.841567e-07 2.437819e-06 9.493928e-06 [45,] 2.473653e-09 1.364311e-08 6.869833e-08 3.215894e-07 1.434228e-06 [46,] 2.105696e-10 1.284561e-09 7.254595e-09 3.894272e-08 2.046074e-07 [47,] 1.584808e-11 1.083173e-10 7.011721e-10 4.443712e-09 2.822982e-08 [48,] 1.065202e-12 8.329220e-12 6.364616e-11 4.894785e-10 3.794807e-09 [49,] 6.502643e-14 5.989548e-13 5.562127e-12 5.248502e-11 4.897722e-10 [50,] 3.693905e-15 4.132722e-14 4.729002e-13 5.404834e-12 5.905610e-11 [,26] [,27] [,28] [,29] [,30] [1,] 3.210350e-02 4.286542e-02 5.027259e-02 5.168186e-02 4.657997e-02 [2,] 5.172586e-02 7.438631e-02 9.459308e-02 1.056612e-01 1.035619e-01 [3,] 7.402284e-02 1.129475e-01 1.550754e-01 1.880069e-01 2.003548e-01 [4,] 9.716471e-02 1.515799e-01 2.221482e-01 2.913943e-01 3.373832e-01 [5,] 1.249569e-01 1.844185e-01 2.802270e-01 3.942813e-01 4.948468e-01 [6,] 1.720949e-01 2.150224e-01 3.174903e-01 4.685139e-01 6.333073e-01 [7,] 2.640465e-01 2.622366e-01 3.381526e-01 4.964825e-01 7.105385e-01 [8,] 4.271459e-01 3.564066e-01 3.672973e-01 4.868317e-01 7.074486e-01 [9,] 6.717690e-01 5.240844e-01 4.411525e-01 4.750604e-01 6.442378e-01 [10,] 9.820697e-01 7.701997e-01 5.866506e-01 5.054886e-01 5.721818e-01 [11,] 1.328644e+00 1.075275e+00 8.060178e-01 6.069892e-01 5.456907e-01 [12,] 1.704211e+00 1.419625e+00 1.084283e+00 7.834087e-01 5.967329e-01 [13,] 2.153870e+00 1.822190e+00 1.422272e+00 1.031863e+00 7.338291e-01 [14,] 2.761191e+00 2.356379e+00 1.870403e+00 1.379341e+00 9.695600e-01 [15,] 3.582720e+00 3.110732e+00 2.523218e+00 1.904135e+00 1.355099e+00 [16,] 4.574873e+00 4.107066e+00 3.455940e+00 2.706633e+00 1.984842e+00 [17,] 5.575076e+00 5.235945e+00 4.635538e+00 3.827651e+00 2.945588e+00 [18,] 6.360139e+00 6.268550e+00 5.875691e+00 5.163591e+00 4.225887e+00 [19,] 6.748268e+00 6.950683e+00 6.886716e+00 6.451593e+00 5.647488e+00 [20,] 6.690819e+00 7.127848e+00 7.406777e+00 7.362542e+00 6.889140e+00 [21,] 6.320819e+00 6.837230e+00 7.343191e+00 7.664137e+00 7.620194e+00 [22,] 5.947808e+00 6.329008e+00 6.846776e+00 7.360383e+00 7.678320e+00 [23,] 5.990677e+00 6.009716e+00 6.282761e+00 6.723808e+00 7.181403e+00 [24,] 6.842977e+00 6.317317e+00 6.110458e+00 6.200895e+00 6.499733e+00 [25,] 8.693760e+00 7.554195e+00 6.714992e+00 6.237761e+00 6.101714e+00 [26,] 1.137110e+01 9.728669e+00 8.247301e+00 7.103200e+00 6.356260e+00 [27,] 1.430010e+01 1.247337e+01 1.052806e+01 8.776377e+00 7.386138e+00 [28,] 1.664230e+01 1.510009e+01 1.305629e+01 1.093307e+01 9.025834e+00 [29,] 1.760137e+01 1.680729e+01 1.513647e+01 1.302832e+01 1.088015e+01 [30,] 1.676839e+01 1.698310e+01 1.610180e+01 1.445148e+01 1.244324e+01 [31,] 1.431618e+01 1.547054e+01 1.556505e+01 1.471880e+01 1.323899e+01 [32,] 1.091393e+01 1.264393e+01 1.358603e+01 1.365015e+01 1.296046e+01 [33,] 7.407621e+00 9.235651e+00 1.065364e+01 1.145183e+01 1.157971e+01 [34,] 4.465061e+00 6.009280e+00 7.472579e+00 8.642142e+00 9.375361e+00 [35,] 2.384962e+00 3.473081e+00 4.670815e+00 5.837941e+00 6.835521e+00 [36,] 1.126773e+00 1.778811e+00 2.593982e+00 3.516558e+00 4.465770e+00 [37,] 4.701553e-01 8.059459e-01 1.277310e+00 1.884185e+00 2.606458e+00 [38,] 1.730779e-01 3.227162e-01 5.572369e-01 8.975604e-01 1.358820e+00 [39,] 5.619257e-02 1.142282e-01 2.156346e-01 3.811112e-01 6.353859e-01 [40,] 1.610257e-02 3.582119e-02 7.434952e-02 1.453145e-01 2.693386e-01 [41,] 4.084350e-03 1.000943e-02 2.306657e-02 5.048776e-02 1.054933e-01 [42,] 9.228922e-04 2.520747e-03 6.552723e-03 1.635624e-02 3.918684e-02 [43,] 1.880585e-04 5.832421e-04 1.748201e-03 5.077714e-03 1.413922e-02 [44,] 3.525776e-05 1.272911e-04 4.498498e-04 1.539781e-03 4.991087e-03 [45,] 6.245550e-06 2.687621e-05 1.132172e-04 4.551087e-04 1.696949e-03 [46,] 1.070945e-06 5.544873e-06 2.762064e-05 1.281635e-04 5.400690e-04 [47,] 1.791575e-07 1.103452e-06 6.362836e-06 3.338504e-05 1.565349e-04 [48,] 2.881545e-08 2.060753e-07 1.344706e-06 7.848007e-06 4.051326e-05 [49,] 4.334496e-09 3.512801e-08 2.549921e-07 1.637853e-06 9.250559e-06 [50,] 5.935918e-10 5.354986e-09 4.277898e-08 3.005585e-07 1.850875e-06 [,31] [,32] [,33] [,34] [,35] [1,] 3.684261e-02 2.561229e-02 0.0156800292 0.0084741600 0.004054423 [2,] 8.913306e-02 6.746850e-02 0.0450081458 0.0265288272 0.013856763 [3,] 1.876572e-01 1.546961e-01 0.1124803807 0.0723297561 0.041259099 [4,] 3.438689e-01 3.087694e-01 0.2447686797 0.1717703508 0.107042818 [5,] 5.485828e-01 5.365881e-01 0.4638677109 0.3553657433 0.242011236 [6,] 7.624056e-01 8.121538e-01 0.7657620047 0.6406024535 0.476906220 [7,] 9.244945e-01 1.071342e+00 1.1016589911 1.0065589254 0.819362087 [8,] 9.821122e-01 1.233803e+00 1.3825516589 1.3795586882 1.228037560 [9,] 9.237528e-01 1.245874e+00 1.5171853676 1.6520387221 1.607680080 [10,] 7.900273e-01 1.115542e+00 1.4647596036 1.7357190629 1.844133103 [11,] 6.519643e-01 9.109344e-01 1.2635339417 1.6166915702 1.867781683 [12,] 5.734960e-01 7.223855e-01 1.0108478329 1.3690396054 1.701636855 [13,] 5.882121e-01 6.183043e-01 0.8095657528 1.1134225744 1.453262085 [14,] 7.087242e-01 6.285688e-01 0.7226420127 0.9521163727 1.252976466 [15,] 9.606653e-01 7.651410e-01 0.7675318979 0.9290778999 1.184701265 [16,] 1.410620e+00 1.059695e+00 0.9483183409 1.0395217368 1.259202315 [17,] 2.152986e+00 1.582279e+00 1.2945453315 1.2734303386 1.442503141 [18,] 3.243427e+00 2.412489e+00 1.8696204740 1.6533687730 1.709645121 [19,] 4.610655e+00 3.565652e+00 2.7304049380 2.2323852348 2.078332378 [20,] 6.015045e+00 4.918279e+00 3.8550898702 3.0465450501 2.595623205 [21,] 7.112514e+00 6.199082e+00 5.0897025543 4.0512609313 3.286859834 [22,] 7.614270e+00 7.083313e+00 6.1675875949 5.0895207842 4.103226294 [23,] 7.453300e+00 7.355122e+00 6.8157714280 5.9281140180 4.906412383 [24,] 6.847837e+00 7.040049e+00 6.8977323070 6.3573695589 5.508506291 [25,] 6.214971e+00 6.416610e+00 6.5040456805 6.3041731727 5.755252208 [26,] 5.983263e+00 5.892712e+00 5.9270910834 5.8895009255 5.613347345 [27,] 6.408651e+00 5.818645e+00 5.5286501966 5.3882168148 5.210563139 [28,] 7.482039e+00 6.340793e+00 5.5761319200 5.1072008572 4.795293420 [29,] 8.952473e+00 7.363144e+00 6.1372596322 5.2493759991 4.628877533 [30,] 1.042636e+01 8.610382e+00 7.0770802004 5.8373695150 4.869669668 [31,] 1.148396e+01 9.732929e+00 8.1320355305 6.7247094719 5.512025298 [32,] 1.178308e+01 1.039912e+01 9.0000400010 7.6633588417 6.399817011 [33,] 1.115020e+01 1.036544e+01 9.4091852892 8.3773660903 7.285447247 [34,] 9.647884e+00 9.541281e+00 9.1739807235 8.6236325316 7.898029705 [35,] 7.574342e+00 8.037051e+00 8.2548122969 8.2532850986 8.012055745 [36,] 5.361723e+00 6.148530e+00 6.7956637642 7.2729746265 7.520174286 [37,] 3.409376e+00 4.252114e+00 5.0901563999 5.8649232601 6.487023947 [38,] 1.947469e+00 2.658184e+00 3.4678082829 4.3246437349 5.136926605 [39,] 1.004963e+00 1.512248e+00 2.1641985023 2.9364758050 3.759014919 [40,] 4.748582e-01 7.950268e-01 1.2573695083 1.8659083840 2.582001414 [41,] 2.100308e-01 3.952933e-01 0.6958468893 1.1344669367 1.701122034 [42,] 8.923250e-02 1.902587e-01 0.3742987253 0.6719217444 1.093519120 [43,] 3.703714e-02 8.949831e-02 0.1964689490 0.3879577117 0.685704125 [44,] 1.495595e-02 4.064892e-02 0.0989585077 0.2142550659 0.411277646 [45,] 5.739618e-03 1.735521e-02 0.0465185956 0.1100444807 0.229375246 [46,] 2.033290e-03 6.775339e-03 0.0198817226 0.0512528595 0.115988746 [47,] 6.492169e-04 2.368750e-03 0.0075821916 0.0212657699 0.052249915 [48,] 1.839103e-04 7.319704e-04 0.0025505104 0.0077759368 0.020743345 [49,] 4.579628e-05 1.984172e-04 0.0007517854 0.0024903692 0.007213363 [50,] 9.973499e-06 4.698801e-05 0.0001934802 0.0006962362 0.002189812 [,36] [,37] [,38] [,39] [,40] [1,] 0.001722670 0.0006520715 0.0002205223 6.677291e-05 1.812118e-05 [2,] 0.006434302 0.0026643492 0.0009864876 3.271807e-04 9.726286e-05 [3,] 0.020944565 0.0094903602 0.0038477860 1.397925e-03 4.551802e-04 [4,] 0.059423928 0.0294718598 0.0130867104 5.208206e-03 1.857270e-03 [5,] 0.146968051 0.0797998431 0.0388120484 1.691979e-02 6.606882e-03 [6,] 0.316898998 0.1884130433 0.1003783854 4.792936e-02 2.048923e-02 [7,] 0.595874291 0.3879752184 0.2264069655 1.183907e-01 5.539222e-02 [8,] 0.977500693 0.6969819919 0.4454579957 2.550305e-01 1.305518e-01 [9,] 1.400362288 1.0931683774 0.7649283963 4.792677e-01 2.683012e-01 [10,] 1.756144842 1.4996212655 1.1479021268 7.864726e-01 4.811160e-01 [11,] 1.939127982 1.8072122551 1.5103132246 1.129613e+00 7.540377e-01 [12,] 1.911893199 1.9334814845 1.7558697494 1.428188e+00 1.037119e+00 [13,] 1.737180694 1.8810115426 1.8364294545 1.610592e+00 1.263909e+00 [14,] 1.544900101 1.7459519438 1.7937747089 1.666790e+00 1.393902e+00 [15,] 1.455177684 1.6615274107 1.7418769830 1.667157e+00 1.449678e+00 [16,] 1.514702270 1.7153990967 1.7939350822 1.721675e+00 1.512070e+00 [17,] 1.691034980 1.9028282872 1.9870087191 1.902783e+00 1.665822e+00 [18,] 1.921796384 2.1481604494 2.2622899886 2.190636e+00 1.932597e+00 [19,] 2.174812666 2.3723825995 2.5145104014 2.485286e+00 2.245495e+00 [20,] 2.472334770 2.5515005783 2.6689110053 2.676467e+00 2.488865e+00 [21,] 2.865034889 2.7245428259 2.7264603690 2.715661e+00 2.573680e+00 [22,] 3.379442156 2.9540740339 2.7504666777 2.638052e+00 2.490462e+00 [23,] 3.976218487 3.2742505527 2.8160605194 2.528218e+00 2.304655e+00 [24,] 4.544307005 3.6586088309 2.9625212544 2.465448e+00 2.108979e+00 [25,] 4.936911960 4.0195397798 3.1707112440 2.485334e+00 1.973940e+00 [26,] 5.039546953 4.2402882223 3.3676447246 2.567982e+00 1.922755e+00 [27,] 4.842311804 4.2347126999 3.4582678996 2.648926e+00 1.930456e+00 [28,] 4.472948863 4.0117290337 3.3816354813 2.652845e+00 1.940709e+00 [29,] 4.157745562 3.7012192290 3.1666847606 2.544922e+00 1.899491e+00 [30,] 4.121923335 3.5102658243 2.9449684956 2.372371e+00 1.796710e+00 [31,] 4.485773607 3.6265995717 2.8982283171 2.260162e+00 1.689609e+00 [32,] 5.213422563 4.1262756266 3.1672314361 2.353197e+00 1.684314e+00 [33,] 6.128457665 4.9350301581 3.7766967759 2.738223e+00 1.881037e+00 [34,] 6.971708544 5.8513705100 4.6142233038 3.391687e+00 2.315992e+00 [35,] 7.475415514 6.6101726767 5.4643117857 4.177482e+00 2.932905e+00 [36,] 7.444951052 6.9661360681 6.0785759812 4.889989e+00 3.595561e+00 [37,] 6.833766679 6.7806177976 6.2619678433 5.325010e+00 4.133528e+00 [38,] 5.772072532 6.0808223477 5.9490709197 5.356533e+00 4.404511e+00 [39,] 4.513110169 5.0498150572 5.2320021021 4.987949e+00 4.350096e+00 [40,] 3.315610545 3.9373113449 4.3121552936 4.344631e+00 4.015974e+00 [41,] 2.337789526 2.9425589831 3.3966978106 3.603354e+00 3.519239e+00 [42,] 1.609978416 2.1477975826 2.6081402849 2.901976e+00 2.979946e+00 [43,] 1.083899498 1.5365888917 1.9659857262 2.292159e+00 2.464881e+00 [44,] 0.699995910 1.0596161741 1.4358861713 1.760455e+00 1.982153e+00 [45,] 0.421501987 0.6847834742 0.9893054010 1.283737e+00 1.519347e+00 [46,] 0.230599720 0.4037187677 0.6254129960 8.646984e-01 1.082210e+00 [47,] 0.112542887 0.2129174676 0.3551684071 5.260852e-01 7.004263e-01 [48,] 0.048448515 0.0992236702 0.1787276787 2.847485e-01 4.053188e-01 [49,] 0.018278755 0.0405698585 0.0790542842 1.358446e-01 2.075325e-01 [50,] 0.006022461 0.0144962816 0.0305943723 5.681151e-02 9.342228e-02 [,41] [,42] [,43] [,44] [,45] [1,] 4.406495e-06 9.586555e-07 1.861299e-07 3.215386e-08 4.926359e-09 [2,] 2.589807e-05 6.165041e-06 1.308503e-06 2.468445e-07 4.125771e-08 [3,] 1.326871e-04 3.455167e-05 8.013945e-06 1.650360e-06 3.008240e-07 [4,] 5.925729e-04 1.687397e-04 4.275470e-05 9.608467e-06 1.909454e-06 [5,] 2.306572e-03 7.180162e-04 1.986733e-04 4.870858e-05 1.055009e-05 [6,] 7.824720e-03 2.661814e-03 8.040279e-04 2.149779e-04 5.073649e-05 [7,] 2.313229e-02 8.596312e-03 2.833621e-03 8.260101e-04 2.123599e-04 [8,] 5.959527e-02 2.418359e-02 8.696200e-03 2.762852e-03 7.735570e-04 [9,] 1.338140e-01 5.926933e-02 2.324049e-02 8.044750e-03 2.452322e-03 [10,] 2.619864e-01 1.265804e-01 5.409684e-02 2.039410e-02 6.766492e-03 [11,] 4.477710e-01 2.357697e-01 1.097381e-01 4.503034e-02 1.625433e-02 [12,] 6.700355e-01 3.837850e-01 1.942813e-01 8.668727e-02 3.401755e-02 [13,] 8.838642e-01 5.486375e-01 3.012236e-01 1.458508e-01 6.213064e-02 [14,] 1.043801e+00 6.964703e-01 4.122584e-01 2.156755e-01 9.942480e-02 [15,] 1.139020e+00 8.038938e-01 5.067323e-01 2.838198e-01 1.406478e-01 [16,] 1.211397e+00 8.812460e-01 5.787602e-01 3.410384e-01 1.792499e-01 [17,] 1.332724e+00 9.737123e-01 6.481903e-01 3.915091e-01 2.133752e-01 [18,] 1.549816e+00 1.130510e+00 7.510747e-01 4.546379e-01 2.503712e-01 [19,] 1.838748e+00 1.360865e+00 9.106921e-01 5.521169e-01 3.038872e-01 [20,] 2.108440e+00 1.612898e+00 1.110001e+00 6.868669e-01 3.827255e-01 [21,] 2.255411e+00 1.797441e+00 1.290607e+00 8.309681e-01 4.789495e-01 [22,] 2.228485e+00 1.842098e+00 1.383974e+00 9.357453e-01 5.661658e-01 [23,] 2.055015e+00 1.734603e+00 1.353023e+00 9.595168e-01 6.121708e-01 [24,] 1.815376e+00 1.524547e+00 1.212705e+00 8.926282e-01 5.979226e-01 [25,] 1.593769e+00 1.288619e+00 1.016563e+00 7.612036e-01 5.285862e-01 [26,] 1.441588e+00 1.090346e+00 8.242714e-01 6.092712e-01 4.289274e-01 [27,] 1.366441e+00 9.590166e-01 6.752882e-01 4.752967e-01 3.283143e-01 [28,] 1.339767e+00 8.897246e-01 5.808552e-01 3.788126e-01 2.472341e-01 [29,] 1.316425e+00 8.551763e-01 5.299460e-01 3.203334e-01 1.926463e-01 [30,] 1.263908e+00 8.238364e-01 5.009385e-01 2.885366e-01 1.609337e-01 [31,] 1.190378e+00 7.811208e-01 4.752773e-01 2.691401e-01 1.436148e-01 [32,] 1.151527e+00 7.440576e-01 4.500240e-01 2.533307e-01 1.328091e-01 [33,] 1.225730e+00 7.575378e-01 4.428011e-01 2.435741e-01 1.254644e-01 [34,] 1.470253e+00 8.710728e-01 4.841387e-01 2.534928e-01 1.252183e-01 [35,] 1.884945e+00 1.109521e+00 6.005309e-01 3.009260e-01 1.407594e-01 [36,] 2.402771e+00 1.455103e+00 7.984751e-01 3.981362e-01 1.814467e-01 [37,] 2.909987e+00 1.849676e+00 1.058792e+00 5.454025e-01 2.531563e-01 [38,] 3.286780e+00 2.215194e+00 1.343669e+00 7.317861e-01 3.573911e-01 [39,] 3.452604e+00 2.482837e+00 1.611818e+00 9.417999e-01 4.941271e-01 [40,] 3.395374e+00 2.617088e+00 1.832781e+00 1.162219e+00 6.651113e-01 [41,] 3.166220e+00 2.621266e+00 1.991259e+00 1.382096e+00 8.719550e-01 [42,] 2.840796e+00 2.520874e+00 2.078802e+00 1.583927e+00 1.105884e+00 [43,] 2.474483e+00 2.338254e+00 2.081697e+00 1.733883e+00 1.334776e+00 [44,] 2.085395e+00 2.080638e+00 1.979840e+00 1.785089e+00 1.501706e+00 [45,] 1.673564e+00 1.751197e+00 1.762018e+00 1.699491e+00 1.545486e+00 [46,] 1.251426e+00 1.369502e+00 1.445163e+00 1.474976e+00 1.434833e+00 [47,] 8.542881e-01 9.786168e-01 1.078293e+00 1.154945e+00 1.190982e+00 [48,] 5.241036e-01 6.305143e-01 7.247840e-01 8.103729e-01 8.793241e-01 [49,] 2.858497e-01 3.627238e-01 4.357388e-01 5.073074e-01 5.759837e-01 [50,] 1.376194e-01 1.850393e-01 2.330792e-01 2.825370e-01 3.343648e-01 [,46] [,47] [,48] [,49] [,50] [1,] 6.673893e-10 7.973161e-11 8.381189e-12 7.737836e-13 6.265524e-14 [2,] 6.091831e-09 7.925908e-10 9.067705e-11 9.106807e-12 8.018451e-13 [3,] 4.839791e-08 6.856151e-09 8.535412e-10 9.323694e-11 8.925919e-12 [4,] 3.346442e-07 5.160585e-08 6.989842e-09 8.303677e-10 8.642396e-11 [5,] 2.013656e-06 3.379703e-07 4.979723e-08 6.432758e-09 7.278160e-10 [6,] 1.054402e-05 1.925743e-06 3.086186e-07 4.334677e-08 5.330978e-09 [7,] 4.804201e-05 9.546376e-06 1.663807e-06 2.540605e-07 3.396104e-08 [8,] 1.904642e-04 4.117044e-05 7.802549e-06 1.295179e-06 1.881643e-07 [9,] 6.570204e-04 1.544668e-04 3.182874e-05 5.742911e-06 9.067205e-07 [10,] 1.972154e-03 5.041997e-04 1.129436e-04 2.214880e-05 3.800090e-06 [11,] 5.152067e-03 1.432005e-03 3.486601e-04 7.430391e-05 1.385216e-05 [12,] 1.171971e-02 3.540079e-03 9.365865e-04 2.168658e-04 4.392350e-05 [13,] 2.324166e-02 7.623812e-03 2.190557e-03 5.508940e-04 1.211876e-04 [14,] 4.029400e-02 1.433085e-02 4.467032e-03 1.219165e-03 2.911367e-04 [15,] 6.145776e-02 2.361826e-02 7.967204e-03 2.355783e-03 6.099427e-04 [16,] 8.360893e-02 3.446569e-02 1.251608e-02 3.994387e-03 1.118316e-03 [17,] 1.042998e-01 4.546224e-02 1.758176e-02 6.008169e-03 1.808478e-03 [18,] 1.250064e-01 5.630452e-02 2.274834e-02 8.198311e-03 2.622471e-03 [19,] 1.520249e-01 6.908231e-02 2.843956e-02 1.056134e-02 3.519601e-03 [20,] 1.925137e-01 8.764724e-02 3.618225e-02 1.354599e-02 4.591052e-03 [21,] 2.472321e-01 1.145177e-01 4.773273e-02 1.795669e-02 6.110947e-03 [22,] 3.056990e-01 1.472084e-01 6.328138e-02 2.433680e-02 8.398007e-03 [23,] 3.491080e-01 1.773136e-01 8.008166e-02 3.216022e-02 1.149813e-02 [24,] 3.604210e-01 1.941100e-01 9.299818e-02 3.954344e-02 1.490983e-02 [25,] 3.345356e-01 1.906667e-01 9.709512e-02 4.396025e-02 1.764368e-02 [26,] 2.808599e-01 1.679476e-01 9.054020e-02 4.362853e-02 1.868841e-02 [27,] 2.169863e-01 1.338845e-01 7.562891e-02 3.857014e-02 1.759419e-02 [28,] 1.591406e-01 9.856899e-02 5.725823e-02 3.054274e-02 1.473505e-02 [29,] 1.161245e-01 6.943537e-02 4.022183e-02 2.197156e-02 1.106138e-02 [30,] 8.892292e-02 4.931139e-02 2.729460e-02 1.475071e-02 7.566422e-03 [31,] 7.371782e-02 3.730767e-02 1.895927e-02 9.677314e-03 4.864966e-03 [32,] 6.541693e-02 3.082686e-02 1.425044e-02 6.611479e-03 3.098926e-03 [33,] 6.041732e-02 2.733672e-02 1.179131e-02 4.965472e-03 2.095340e-03 [34,] 5.827837e-02 2.551341e-02 1.052884e-02 4.138582e-03 1.582435e-03 [35,] 6.191394e-02 2.572492e-02 1.011319e-02 3.768366e-03 1.340401e-03 [36,] 7.623765e-02 2.983657e-02 1.098309e-02 3.830537e-03 1.272190e-03 [37,] 1.062804e-01 4.062134e-02 1.426784e-02 4.658172e-03 1.430344e-03 [38,] 1.565163e-01 6.155630e-02 2.181526e-02 7.007242e-03 2.057555e-03 [39,] 2.323538e-01 9.779756e-02 3.682201e-02 1.240589e-02 3.746258e-03 [40,] 3.423843e-01 1.580495e-01 6.523496e-02 2.401476e-02 7.868856e-03 [41,] 4.972713e-01 2.549669e-01 1.169512e-01 4.778254e-02 1.732605e-02 [42,] 7.011272e-01 4.002423e-01 2.042595e-01 9.266281e-02 3.720517e-02 [43,] 9.370236e-01 5.927800e-01 3.348355e-01 1.677529e-01 7.419862e-02 [44,] 1.157873e+00 8.057576e-01 5.003858e-01 2.752097e-01 1.334014e-01 [45,] 1.296929e+00 9.854637e-01 6.688190e-01 4.018828e-01 2.126611e-01 [46,] 1.299300e+00 1.071021e+00 7.905849e-01 5.171613e-01 2.979534e-01 [47,] 1.154932e+00 1.027009e+00 8.213217e-01 5.833229e-01 3.652146e-01 [48,] 9.069641e-01 8.656394e-01 7.474530e-01 5.750895e-01 3.907185e-01 [49,] 6.280391e-01 6.402640e-01 5.949707e-01 4.948963e-01 3.644066e-01 [50,] 3.833262e-01 4.154090e-01 4.140360e-01 3.715459e-01 2.961341e-01 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(y,z) > (r<-lm(z ~ y)) Call: lm(formula = z ~ y) Coefficients: (Intercept) y 6.656 1.543 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/7b7kt1257274318.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] 5.335082 5.403038 5.470993 5.538949 5.606905 5.674861 5.742817 5.810773 [9] 5.878729 5.946684 6.014640 6.082596 6.150552 6.218508 6.286464 6.354419 [17] 6.422375 6.490331 6.558287 6.626243 6.694199 6.762155 6.830110 6.898066 [25] 6.966022 7.033978 7.101934 7.169890 7.237845 7.305801 7.373757 7.441713 [33] 7.509669 7.577625 7.645581 7.713536 7.781492 7.849448 7.917404 7.985360 [41] 8.053316 8.121271 8.189227 8.257183 8.325139 8.393095 8.461051 8.529007 [49] 8.596962 8.664918 $yords [1] 11.79640 12.11083 12.42526 12.73970 13.05413 13.36856 13.68299 13.99743 [9] 14.31186 14.62629 14.94072 15.25516 15.56959 15.88402 16.19846 16.51289 [17] 16.82732 17.14175 17.45619 17.77062 18.08505 18.39949 18.71392 19.02835 [25] 19.34278 19.65722 19.97165 20.28608 20.60051 20.91495 21.22938 21.54381 [33] 21.85825 22.17268 22.48711 22.80154 23.11598 23.43041 23.74484 24.05928 [41] 24.37371 24.68814 25.00257 25.31701 25.63144 25.94587 26.26030 26.57474 [49] 26.88917 27.20360 $zden [,1] [,2] [,3] [,4] [,5] [1,] 7.509898e-02 8.744064e-02 1.033589e-01 1.320994e-01 1.835687e-01 [2,] 1.171985e-01 1.361998e-01 1.539679e-01 1.814851e-01 2.340379e-01 [3,] 1.741970e-01 2.059792e-01 2.291100e-01 2.540902e-01 3.010574e-01 [4,] 2.449899e-01 2.985435e-01 3.345029e-01 3.591733e-01 3.950259e-01 [5,] 3.247717e-01 4.111213e-01 4.717748e-01 5.039913e-01 5.277063e-01 [6,] 4.049657e-01 5.350977e-01 6.356375e-01 6.898222e-01 7.081478e-01 [7,] 4.744807e-01 6.563300e-01 8.123887e-01 9.083291e-01 9.375016e-01 [8,] 5.221670e-01 7.575183e-01 9.809233e-01 1.140033e+00 1.204612e+00 [9,] 5.397539e-01 8.222208e-01 1.116628e+00 1.356297e+00 1.484602e+00 [10,] 5.242014e-01 8.392512e-01 1.197289e+00 1.525001e+00 1.741957e+00 [11,] 4.785448e-01 8.058350e-01 1.209075e+00 1.618435e+00 1.937955e+00 [12,] 4.109114e-01 7.282991e-01 1.150364e+00 1.620746e+00 2.040332e+00 [13,] 3.321431e-01 6.200675e-01 1.031966e+00 1.532175e+00 2.031851e+00 [14,] 2.529767e-01 4.978317e-01 8.737560e-01 1.368552e+00 1.914670e+00 [15,] 1.817715e-01 3.773854e-01 6.991530e-01 1.156425e+00 1.709021e+00 [16,] 1.233870e-01 2.705159e-01 5.295221e-01 9.258757e-01 1.447028e+00 [17,] 7.925468e-02 1.836778e-01 3.802792e-01 7.036389e-01 1.164225e+00 [18,] 4.826279e-02 1.183658e-01 2.594735e-01 5.085928e-01 8.917725e-01 [19,] 2.792211e-02 7.254867e-02 1.685683e-01 3.503530e-01 6.515765e-01 [20,] 1.538200e-02 4.238650e-02 1.044892e-01 2.304685e-01 4.549218e-01 [21,] 8.087102e-03 2.365622e-02 6.191820e-02 1.450171e-01 3.039294e-01 [22,] 4.066265e-03 1.263511e-02 3.513018e-02 8.738639e-02 1.944601e-01 [23,] 1.958598e-03 6.466864e-03 1.910082e-02 5.045507e-02 1.191673e-01 [24,] 9.046495e-04 3.173489e-03 9.953864e-03 2.790495e-02 6.989865e-02 [25,] 4.007546e-04 1.492757e-03 4.968207e-03 1.476781e-02 3.919018e-02 [26,] 1.701503e-04 6.723107e-04 2.371649e-03 7.465676e-03 2.096327e-02 [27,] 6.913320e-05 2.893991e-04 1.080612e-03 3.597545e-03 1.067452e-02 [28,] 2.682376e-05 1.187912e-04 4.688536e-04 1.648540e-03 5.162189e-03 [29,] 9.914217e-06 4.638217e-05 1.932367e-04 7.166785e-04 2.365633e-03 [30,] 3.481693e-06 1.718409e-05 7.547728e-05 2.949484e-04 1.025287e-03 [31,] 1.158948e-06 6.027532e-06 2.788316e-05 1.147103e-04 4.196648e-04 [32,] 3.649005e-07 1.998043e-06 9.727947e-06 4.211317e-05 1.621283e-04 [33,] 1.085084e-07 6.252313e-07 3.203269e-06 1.459554e-05 5.917407e-05 [34,] 3.045707e-08 1.847157e-07 9.965852e-07 4.786433e-06 2.048738e-05 [35,] 8.079264e-09 5.165239e-08 2.942190e-07 1.495460e-06 6.798478e-06 [36,] 2.035103e-09 1.377290e-08 8.334094e-08 4.522750e-07 2.210517e-06 [37,] 4.926586e-10 3.562306e-09 2.319027e-08 1.366025e-07 7.325398e-07 [38,] 1.175617e-10 9.239920e-10 6.607837e-09 4.324792e-08 2.604114e-07 [39,] 2.889233e-11 2.527423e-10 2.031605e-09 1.504549e-08 1.026870e-07 [40,] 7.708088e-12 7.632772e-11 6.950009e-10 5.803939e-09 4.427587e-08 [41,] 2.292104e-12 2.554836e-11 2.594593e-10 2.389878e-09 1.988206e-08 [42,] 7.409425e-13 9.086160e-12 1.004254e-10 9.970476e-10 8.869274e-09 [43,] 2.469356e-13 3.258163e-12 3.846212e-11 4.055150e-10 3.814022e-09 [44,] 8.108667e-14 1.135212e-12 1.416363e-11 1.573712e-10 1.556494e-09 [45,] 2.553775e-14 3.766855e-13 4.942281e-12 5.766715e-11 5.983475e-10 [46,] 7.611096e-15 1.178981e-13 1.623061e-12 1.985765e-11 2.159343e-10 [47,] 2.133322e-15 3.465524e-14 5.001092e-13 6.411805e-12 7.304248e-11 [48,] 5.608072e-16 9.548244e-15 1.443848e-13 1.939355e-12 2.314191e-11 [49,] 1.380991e-16 2.463750e-15 3.903328e-14 5.492372e-13 6.864980e-12 [50,] 3.183859e-17 5.951397e-16 9.878253e-15 1.456098e-13 1.906408e-12 [,6] [,7] [,8] [,9] [,10] [1,] 2.621002e-01 3.610859e-01 4.628901e-01 5.460535e-01 5.964606e-01 [2,] 3.232688e-01 4.481227e-01 5.908157e-01 7.224993e-01 8.171925e-01 [3,] 3.910707e-01 5.331775e-01 7.147915e-01 9.031165e-01 1.059452e+00 [4,] 4.730325e-01 6.165802e-01 8.252289e-01 1.069062e+00 1.299715e+00 [5,] 5.816012e-01 7.058163e-01 9.191800e-01 1.204229e+00 1.510754e+00 [6,] 7.314043e-01 8.154865e-01 1.003747e+00 1.301699e+00 1.669296e+00 [7,] 9.339624e-01 9.637993e-01 1.096096e+00 1.368174e+00 1.764192e+00 [8,] 1.191254e+00 1.165982e+00 1.219079e+00 1.423977e+00 1.801821e+00 [9,] 1.490577e+00 1.426567e+00 1.393269e+00 1.497721e+00 1.806045e+00 [10,] 1.803286e+00 1.733531e+00 1.627942e+00 1.616936e+00 1.811958e+00 [11,] 2.088876e+00 2.057083e+00 1.914454e+00 1.797766e+00 1.855186e+00 [12,] 2.303836e+00 2.354429e+00 2.224879e+00 2.037496e+00 1.960325e+00 [13,] 2.412604e+00 2.579500e+00 2.516988e+00 2.312768e+00 2.132491e+00 [14,] 2.396804e+00 2.694551e+00 2.744206e+00 2.584274e+00 2.354781e+00 [15,] 2.259548e+00 2.679648e+00 2.867251e+00 2.806359e+00 2.592239e+00 [16,] 2.023515e+00 2.536894e+00 2.863579e+00 2.938282e+00 2.800739e+00 [17,] 1.723989e+00 2.288391e+00 2.731748e+00 2.953557e+00 2.937745e+00 [18,] 1.399744e+00 1.969310e+00 2.489920e+00 2.844825e+00 2.971761e+00 [19,] 1.084905e+00 1.618968e+00 2.169859e+00 2.623601e+00 2.888180e+00 [20,] 8.039204e-01 1.272902e+00 1.809003e+00 2.315935e+00 2.690777e+00 [21,] 5.701288e-01 9.578148e-01 1.443141e+00 1.955965e+00 2.399349e+00 [22,] 3.871386e-01 6.898099e-01 1.101296e+00 1.579323e+00 2.044768e+00 [23,] 2.516389e-01 4.751980e-01 8.032067e-01 1.217674e+00 1.662818e+00 [24,] 1.564161e-01 3.127340e-01 5.590447e-01 8.950340e-01 1.288026e+00 [25,] 9.282968e-02 1.962760e-01 3.706415e-01 6.259950e-01 9.485384e-01 [26,] 5.249487e-02 1.172326e-01 2.335864e-01 4.157644e-01 6.628277e-01 [27,] 2.822280e-02 6.649127e-02 1.396412e-01 2.617078e-01 4.387246e-01 [28,] 1.439335e-02 3.573533e-02 7.903301e-02 1.558595e-01 2.746696e-01 [29,] 6.948765e-03 1.816537e-02 4.228093e-02 8.771183e-02 1.625241e-01 [30,] 3.170333e-03 8.721874e-03 2.136020e-02 4.662483e-02 9.092482e-02 [31,] 1.365517e-03 3.953296e-03 1.019201e-02 2.343750e-02 4.822071e-02 [32,] 5.552806e-04 1.693241e-03 4.603616e-03 1.118786e-02 2.440882e-02 [33,] 2.136536e-04 6.880420e-04 1.981257e-03 5.122350e-03 1.196805e-02 [34,] 7.829355e-05 2.678990e-04 8.243710e-04 2.296144e-03 5.842055e-03 [35,] 2.773810e-05 1.020755e-04 3.411142e-04 1.044237e-03 2.957959e-03 [36,] 9.785332e-06 3.950935e-05 1.466664e-04 5.045220e-04 1.618164e-03 [37,] 3.600122e-06 1.631827e-05 6.854786e-05 2.674447e-04 9.683630e-04 [38,] 1.447841e-06 7.442023e-06 3.531810e-05 1.542346e-04 6.170466e-04 [39,] 6.446271e-07 3.708555e-06 1.946651e-05 9.282628e-05 4.006191e-04 [40,] 3.071613e-07 1.929609e-06 1.093736e-05 5.578278e-05 2.555038e-04 [41,] 1.488704e-07 1.000604e-06 6.025714e-06 3.247328e-05 1.565068e-04 [42,] 7.056115e-08 5.014514e-07 3.181073e-06 1.800805e-05 9.097184e-05 [43,] 3.197733e-08 2.389028e-07 1.590281e-06 9.432948e-06 4.987264e-05 [44,] 1.370120e-08 1.073401e-07 7.485546e-07 4.647976e-06 2.570684e-05 [45,] 5.521081e-09 4.531193e-08 3.308476e-07 2.149886e-06 1.243803e-05 [46,] 2.087274e-09 1.793899e-08 1.371194e-07 9.324620e-07 5.643769e-06 [47,] 7.394816e-10 6.654851e-09 5.325132e-08 3.790073e-07 2.400251e-06 [48,] 2.453724e-10 2.312265e-09 1.937099e-08 1.443128e-07 9.564322e-07 [49,] 7.623409e-11 7.522910e-10 6.598717e-09 5.146339e-08 3.569854e-07 [50,] 2.217315e-11 2.291480e-10 2.104676e-09 1.718523e-08 1.247856e-07 [,11] [,12] [,13] [,14] [,15] [1,] 6.148434e-01 6.143655e-01 6.093438e-01 0.6036405615 0.5879844820 [2,] 8.654320e-01 8.774128e-01 8.724120e-01 0.8622672714 0.8420461042 [3,] 1.158736e+00 1.200921e+00 1.205277e+00 1.1916361786 1.1635203508 [4,] 1.473436e+00 1.571694e+00 1.604763e+00 1.5958252323 1.5585974158 [5,] 1.777992e+00 1.962695e+00 2.054801e+00 2.0706241063 2.0304961896 [6,] 2.036700e+00 2.335114e+00 2.524061e+00 2.5987001509 2.5753364006 [7,] 2.219057e+00 2.645355e+00 2.967836e+00 3.1462896063 3.1763705473 [8,] 2.309520e+00 2.855784e+00 3.335408e+00 3.6642337506 3.7991236724 [9,] 2.313888e+00 2.945979e+00 3.581863e+00 4.0952346339 4.3910926637 [10,] 2.259328e+00 2.920248e+00 3.680918e+00 4.3866779988 4.8887558447 [11,] 2.187445e+00 2.808150e+00 3.634036e+00 4.5053757157 5.2316311333 [12,] 2.142420e+00 2.657226e+00 3.471945e+00 4.4487937971 5.3793354115 [13,] 2.158171e+00 2.520137e+00 3.247377e+00 4.2479627377 5.3251801924 [14,] 2.248689e+00 2.440359e+00 3.021112e+00 3.9602217748 5.1003763735 [15,] 2.404367e+00 2.440922e+00 2.845847e+00 3.6538436879 4.7663706922 [16,] 2.594966e+00 2.519300e+00 2.752922e+00 3.3896236821 4.3975723300 [17,] 2.777738e+00 2.649358e+00 2.745671e+00 3.2054227193 4.0604768302 [18,] 2.907959e+00 2.789103e+00 2.800735e+00 3.1082881807 3.7963612810 [19,] 2.948927e+00 2.891615e+00 2.876206e+00 3.0759277595 3.6130330361 [20,] 2.879191e+00 2.916129e+00 2.923734e+00 3.0662034877 3.4875302052 [21,] 2.695874e+00 2.836728e+00 2.901053e+00 3.0310409688 3.3777808529 [22,] 2.414016e+00 2.647047e+00 2.781779e+00 2.9303142464 3.2384884879 [23,] 2.062551e+00 2.360393e+00 2.560455e+00 2.7418948541 3.0357577620 [24,] 1.678013e+00 2.005689e+00 2.252167e+00 2.4656870168 2.7561844950 [25,] 1.297361e+00 1.620437e+00 1.887418e+00 2.1214511523 2.4085795892 [26,] 9.515099e-01 1.242553e+00 1.504032e+00 1.7419249114 2.0191087355 [27,] 6.609724e-01 9.031337e-01 1.138437e+00 1.3637808702 1.6224849469 [28,] 4.344295e-01 6.218897e-01 8.186314e-01 1.0191512520 1.2524970795 [29,] 2.701239e-01 4.060153e-01 5.604233e-01 0.7298425592 0.9346422857 [30,] 1.591412e-01 2.521364e-01 3.672983e-01 0.5052245935 0.6823900668 [31,] 8.925252e-02 1.500815e-01 2.331442e-01 0.3435125040 0.4971827700 [32,] 4.815895e-02 8.695861e-02 1.463347e-01 0.2352271679 0.3711755590 [33,] 2.552108e-02 5.037294e-02 9.368294e-02 0.1673003201 0.2912238802 [34,] 1.373923e-02 3.027245e-02 6.328316e-02 0.1265687861 0.2427444297 [35,] 7.830358e-03 1.951743e-02 4.594892e-02 0.1020125349 0.2125890414 [36,] 4.853425e-03 1.360212e-02 3.548261e-02 0.0856967922 0.1906664033 [37,] 3.243048e-03 9.998135e-03 2.823579e-02 0.0727422811 0.1704623014 [38,] 2.251304e-03 7.461245e-03 2.239410e-02 0.0607473231 0.1487824173 [39,] 1.560351e-03 5.473661e-03 1.727338e-02 0.0490103598 0.1250333005 [40,] 1.049749e-03 3.866356e-03 1.276396e-02 0.0377773120 0.1002915728 [41,] 6.744247e-04 2.598801e-03 8.957904e-03 0.0276357304 0.0763616070 [42,] 4.101998e-04 1.651628e-03 5.941543e-03 0.0191093760 0.0549904491 [43,] 2.351251e-04 9.889784e-04 3.713605e-03 0.0124574325 0.0373610450 [44,] 1.267020e-04 5.568135e-04 2.183230e-03 0.0076427872 0.0239051331 [45,] 6.409810e-05 2.943965e-04 1.205810e-03 0.0044072914 0.0143854662 [46,] 3.041685e-05 1.460472e-04 6.251138e-04 0.0023866413 0.0081334827 [47,] 1.353159e-05 6.794206e-05 3.039951e-04 0.0012128160 0.0043172726 [48,] 5.641306e-06 2.962678e-05 1.386104e-04 0.0005780466 0.0021501027 [49,] 2.203356e-06 1.210577e-05 5.923646e-05 0.0002582922 0.0010042000 [50,] 8.060681e-07 4.634015e-06 2.372057e-05 0.0001081683 0.0004396746 [,16] [,17] [,18] [,19] [,20] [,21] [1,] 0.548247842 0.477699737 0.38343745 0.28273879 0.19341145 0.1258623 [2,] 0.795350119 0.709499355 0.58789080 0.45005926 0.32078753 0.2177835 [3,] 1.106803538 1.004503435 0.85469553 0.67663973 0.50117681 0.3545240 [4,] 1.486901881 1.364327712 1.18468154 0.96493154 0.73985800 0.5439882 [5,] 1.940039609 1.790499874 1.57634871 1.31282766 1.03668087 0.7892519 [6,] 2.469635571 2.286613227 2.02956357 1.71678639 1.38733909 1.0878399 [7,] 3.073704320 2.857692555 2.54861032 2.17655741 1.78748746 1.4338544 [8,] 3.737657323 3.504991787 3.14146805 2.69859451 2.23809911 1.8228987 [9,] 4.427512423 4.217049575 3.81344673 3.29474531 2.74876229 2.2577748 [10,] 5.088208612 4.961049728 4.55656170 3.97461812 3.33553026 2.7514502 [11,] 5.650651083 5.680218442 5.33962519 4.73374178 4.01223537 3.3241214 [12,] 6.047363200 6.301437661 6.10550996 5.54323963 4.77808830 3.9938476 [13,] 6.231960460 6.752641468 6.77977193 6.34767673 5.60766286 4.7640873 [14,] 6.194759003 6.984192101 7.28943768 7.07470641 6.44959798 5.6142419 [15,] 5.967556154 6.985416819 7.58508732 7.65431137 7.23672007 6.4988813 [16,] 5.614845857 6.788792485 7.65675714 8.04001037 7.90447185 7.3574262 [17,] 5.214357724 6.459376350 7.53633819 8.22262097 8.40982757 8.1306682 [18,] 4.834118755 6.073419379 7.28505020 8.23023588 8.74212392 8.7767740 [19,] 4.514338013 5.694538046 6.97114560 8.11436963 8.92096442 9.2795619 [20,] 4.260088211 5.356433998 6.64701379 7.92844097 8.98248674 9.6457345 [21,] 4.046296579 5.057982471 6.33462210 7.70784539 8.96056035 9.8931431 [22,] 3.831959788 4.771256499 6.02422242 7.45965446 8.87139242 10.0361824 [23,] 3.577570129 4.458083062 5.68554554 7.16540122 8.70800273 10.0752795 [24,] 3.259406596 4.088012918 5.28584164 6.79475775 8.44637538 9.9951231 [25,] 2.876400928 3.650975742 4.80702677 6.32365251 8.06005508 9.7721819 [26,] 2.448591817 3.160856551 4.25544716 5.74914031 7.53663752 9.3880446 [27,] 2.009244114 2.650205284 3.66148503 5.09536085 6.88921013 8.8427631 [28,] 1.594411535 2.159500311 3.07055550 4.40907039 6.15830666 8.1625334 [29,] 1.233698327 1.725635579 2.53004550 3.74750006 5.40407764 7.3985429 [30,] 0.944662108 1.373499667 2.07737302 3.16383007 4.69224529 6.6175079 [31,] 0.731504172 1.112462499 1.73277955 2.69550456 4.07931414 5.8876383 [32,] 0.587204046 0.937445332 1.49787796 2.35843904 3.60183180 5.2650274 [33,] 0.497512073 0.832904341 1.35873975 2.14731372 3.27197697 4.7844094 [34,] 0.445235698 0.777778342 1.29126687 2.04004882 3.07892864 4.4556891 [35,] 0.413771428 0.749973635 1.26682111 2.00397702 2.99379408 4.2652575 [36,] 0.389469938 0.729756000 1.25701142 2.00194221 2.97585646 4.1801037 [37,] 0.362867692 0.702006472 1.23741589 1.99769313 2.97898058 4.1532940 [38,] 0.328996733 0.657498259 1.19038528 1.96065938 2.95810356 4.1306107 [39,] 0.286972336 0.593259873 1.10691514 1.87011680 2.87594325 4.0587491 [40,] 0.239021098 0.511975230 0.98725368 1.71817359 2.70932742 3.8948113 [41,] 0.189145705 0.420438874 0.83985113 1.51058300 2.45357419 3.6153251 [42,] 0.141708813 0.327345695 0.67863711 1.26464940 2.12309848 3.2218524 [43,] 0.100260510 0.240969185 0.51924558 1.00444949 1.74736633 2.7405914 [44,] 0.066859849 0.167359226 0.37528323 0.75470869 1.36308986 2.2153702 [45,] 0.041963146 0.109486142 0.25572972 0.53526140 1.00515115 1.6961209 [46,] 0.024759734 0.067380472 0.16405963 0.35772040 0.69921842 1.2267925 [47,] 0.013721953 0.038970753 0.09897411 0.22497430 0.45812190 0.8366584 [48,] 0.007138026 0.021165655 0.05609827 0.13300897 0.28236025 0.5372112 [49,] 0.003483354 0.010788086 0.02985232 0.07386416 0.16355621 0.3243905 [50,] 0.001594005 0.005157812 0.01490616 0.03850470 0.08897116 0.1840503 [,22] [,23] [,24] [,25] [,26] [,27] [1,] 0.08145248 0.05600075 0.04427821 0.04234536 0.04732702 0.05612904 [2,] 0.14643929 0.10284199 0.08013849 0.07287727 0.07741552 0.08994496 [3,] 0.24806359 0.17935571 0.14006206 0.12301627 0.12401122 0.13917109 [4,] 0.39601071 0.29615349 0.23477472 0.20266622 0.19524470 0.20965637 [5,] 0.59664356 0.46238424 0.37540095 0.32365754 0.30194761 0.30964135 [6,] 0.85083447 0.68287143 0.57064873 0.49764461 0.45671167 0.45000490 [7,] 1.15380065 0.95604778 0.82360327 0.73273384 0.67135401 0.64326101 [8,] 1.49804528 1.27432821 1.12970928 1.02988204 0.95301794 0.90075482 [9,] 1.87901757 1.62790894 1.47772796 1.38094931 1.30022779 1.22838084 [10,] 2.30111461 2.01128043 1.85454488 1.77034763 1.70109069 1.62240266 [11,] 2.78039232 2.42970560 2.25273588 2.18099160 2.13568856 2.06782656 [12,] 3.34105672 2.90186641 2.67769391 2.60299238 2.58311647 2.54140355 [13,] 4.00566936 3.45591125 3.15027457 3.04138007 3.03108643 3.01941419 [14,] 4.78269204 4.11917322 3.70229086 3.51856226 3.48390341 3.48768240 [15,] 5.65726284 4.90537044 4.36544086 4.06900846 3.96441483 3.94933241 [16,] 6.59021412 5.80498407 5.15770380 4.72714318 4.50774938 4.42602801 [17,] 7.52648280 6.78340392 6.07287457 5.51281484 5.14833300 4.95100040 [18,] 8.40933739 7.78781242 7.07770839 6.42011956 5.90489178 5.55583993 [19,] 9.19401864 8.75972351 8.11782837 7.41411921 6.76931244 6.25594922 [20,] 9.85499338 9.64782581 9.12994524 8.43687846 7.70391357 7.04041141 [21,] 10.38451355 10.41630832 10.05580929 9.42084598 8.64869346 7.87065810 [22,] 10.78442652 11.04645363 10.85326721 10.30520334 9.53667946 8.68938754 [23,] 11.05602477 11.53237035 11.50137369 11.04998504 10.31266789 9.43762209 [24,] 11.19305658 11.87386175 11.99875207 11.64348707 10.94909826 10.07449737 [25,] 11.18113651 12.07003840 12.35659298 12.10055395 11.45317275 10.59245109 [26,] 11.00377982 12.11650802 12.58933787 12.45237637 11.86195791 11.02112153 [27,] 10.65238474 12.00724671 12.70675605 12.73155745 12.22658327 11.41699017 [28,] 10.13578523 11.74016886 12.71042755 12.95811311 12.59114652 11.84158005 [29,] 9.48512053 11.32370007 12.59564845 13.13164128 12.97431067 12.33621429 [30,] 8.75171534 10.78112156 12.35732569 13.23214577 13.36042337 12.90310661 [31,] 7.99859617 10.15047966 11.99682102 13.22833900 13.70284950 13.49980954 [32,] 7.28874888 9.47992120 11.52675107 13.08957711 13.93730892 14.04828151 [33,] 6.67403647 8.82024302 10.97221260 12.79709146 13.99988775 14.45429790 [34,] 6.18756036 8.21706831 10.36855046 12.35146960 13.84407566 14.63028644 [35,] 5.84014137 7.70425081 9.75653515 11.77502391 13.45279855 14.51531967 [36,] 5.62000274 7.29882048 9.17562022 11.10872003 12.84330463 14.08831423 [37,] 5.49458483 6.99726857 8.65572374 10.40382375 12.06398110 13.37248303 [38,] 5.41445774 6.77372532 8.20868831 9.70933215 11.18322235 12.43021530 [39,] 5.32023977 6.58176770 7.82204051 9.05805220 10.27229105 11.34880597 [40,] 5.15309125 6.36177931 7.45860303 8.45606079 9.38669382 10.21979037 [41,] 4.86753205 6.05407567 7.06447132 7.88052632 8.55246023 9.11754757 [42,] 4.44311886 5.61496477 6.58460805 7.28835833 7.76298829 8.08433246 [43,] 3.89059747 5.03038143 5.98134674 6.63356990 6.98828221 7.12722492 [44,] 3.24952004 4.32154587 5.24875633 5.88686561 6.19299667 6.22775680 [45,] 2.57759035 3.53986505 4.41684225 5.04941804 5.35562026 5.35949558 [46,] 1.93544589 2.75273404 3.54370011 4.15515390 4.48068376 4.50559111 [47,] 1.37231286 2.02564987 2.69890082 3.26101723 3.59936961 3.66898809 [48,] 0.91711905 1.40714262 1.94483205 2.42986571 2.75937088 2.87208456 [49,] 0.57688570 0.92109114 1.32279320 1.71323878 2.00938111 2.14770396 [50,] 0.34117835 0.56737552 0.84769337 1.14021430 1.38504951 1.52669341 [,28] [,29] [,30] [,31] [,32] [,33] [1,] 0.06480625 0.06930482 0.06703542 0.05802853 0.04474570 0.03067123 [2,] 0.10488832 0.11543594 0.11600619 0.10480408 0.08452165 0.06065485 [3,] 0.16173739 0.18167426 0.18885662 0.17767891 0.14970293 0.11241006 [4,] 0.23931155 0.27139341 0.29001332 0.28320856 0.24887528 0.19537296 [5,] 0.34261668 0.38719689 0.42170637 0.42541350 0.38893760 0.31879122 [6,] 0.47864372 0.53168597 0.58375695 0.60427095 0.57265192 0.48911376 [7,] 0.65693800 0.70889044 0.77471082 0.81555578 0.79691312 0.70723176 [8,] 0.88882354 0.92551684 0.99411239 1.05265377 1.05295495 0.96688313 [9,] 1.18459074 1.19074098 1.24477576 1.30996939 1.32909549 1.25550649 [10,] 1.54901288 1.51362777 1.53337542 1.58635951 1.61531564 1.55793288 [11,] 1.97698379 1.89853958 1.86817238 1.88647544 1.90762988 1.86179040 [12,] 2.45193461 2.34051233 2.25424704 2.21862513 2.20978921 2.16219565 [13,] 2.94909168 2.82344498 2.68844129 2.58965771 2.53094014 2.46320599 [14,] 3.44345694 3.32315867 3.15705679 2.99936790 2.88005448 2.77497175 [15,] 3.91965012 3.81503372 3.63838744 3.43766499 3.25996358 3.10786984 [16,] 4.37909842 4.28326154 4.10970680 3.88656202 3.66431832 3.46668668 [17,] 4.84067507 4.72739511 4.55578938 4.32651259 4.07934112 3.84798124 [18,] 5.33361303 5.16275031 4.97494597 4.74424082 4.48968246 4.24202692 [19,] 5.88497280 5.61387568 5.37952945 5.13834024 4.88556208 4.63830023 [20,] 6.50645312 6.10338062 5.79030495 5.51989531 5.26774086 5.03172335 [21,] 7.18594040 6.64054132 6.22675842 5.90755476 5.64784547 5.42654318 [22,] 7.88783087 7.21459461 6.69730767 6.31887212 6.04352769 5.83572628 [23,] 8.56329390 7.79638283 7.19392318 6.76154891 6.47014714 6.27553348 [24,] 9.16790209 8.34917224 7.69455742 7.22890726 6.93253573 6.75704931 [25,] 9.68045149 8.84552777 8.17386442 7.70285385 7.42119604 7.27835116 [26,] 10.11493169 9.28341061 8.61851453 8.16443869 7.91608987 7.82177908 [27,] 10.51906396 9.69327298 9.03976090 8.60766301 8.39761648 8.35926282 [28,] 10.95791168 10.13057954 9.47532801 9.04878299 8.85966653 8.86461552 [29,] 11.48783749 10.65455665 9.97670211 9.52379766 9.31663974 9.32680810 [30,] 12.13099569 11.30105569 10.58524188 10.07212155 9.79786749 9.75578116 [31,] 12.86069238 12.06110354 11.30723130 10.71234283 10.32931527 10.17498926 [32,] 13.60307489 12.87450020 12.09972401 11.42169787 10.91047971 10.60217107 [33,] 14.25358684 13.64087175 12.87427459 12.13038375 11.49884438 11.02770426 [34,] 14.70138035 14.24301552 13.51707273 12.73479482 12.01161775 11.40301306 [35,] 14.85370837 14.57342088 13.91676248 13.12433505 12.34582811 11.64720434 [36,] 14.65457863 14.55593677 13.98934368 13.21031329 12.40832287 11.67055755 [37,] 14.09504171 14.15866531 13.69320494 12.94595763 12.14263296 11.40450142 [38,] 13.21432053 13.39783383 13.03310512 12.33255336 11.54240279 10.82470007 [39,] 12.09163074 12.33372545 12.05581853 11.41362588 10.64870880 9.95821823 [40,] 10.82952302 11.05948201 10.84061427 10.26274285 9.53593945 8.87414263 [41,] 9.53191366 9.68385826 9.48628080 8.96988529 8.29395474 7.66418697 [42,] 8.28272277 8.31084480 8.09563944 7.62862610 7.01256996 6.42212058 [43,] 7.13199551 7.02133495 6.75951779 6.32449818 5.77067475 5.22843983 [44,] 6.09403699 5.86245554 5.54377943 5.12508513 4.62954747 4.14235203 [45,] 5.15718528 4.84767628 4.48318065 4.07344676 3.62936349 3.19985400 [46,] 4.29996918 3.96641431 3.58367910 3.18668817 2.78861039 2.41564602 [47,] 3.50624155 3.19807986 2.83146128 2.46008654 2.10655817 1.78711643 [48,] 2.77340372 2.52442039 2.20443964 1.87506969 1.56842620 1.29939035 [49,] 2.11187804 1.93592735 1.68170036 1.40796234 1.15191655 0.93071329 [50,] 1.53816600 1.43155694 1.24823291 1.03662635 0.83326794 0.65736852 [,34] [,35] [,36] [,37] [,38] [1,] 0.01867106 0.01008952 0.004838854 0.002059386 0.0007777366 [2,] 0.03867531 0.02189638 0.011003606 0.004907377 0.0019421306 [3,] 0.07505506 0.04451328 0.023437311 0.010952708 0.0045422724 [4,] 0.13653815 0.08480729 0.046779070 0.022905186 0.0099538307 [5,] 0.23303208 0.15153307 0.087546850 0.044910028 0.0204492169 [6,] 0.37358420 0.25418585 0.153768396 0.082625896 0.0394169611 [7,] 0.56354621 0.40086237 0.253799586 0.142814306 0.0713682550 [8,] 0.80190376 0.59557468 0.394369560 0.232295228 0.1215727870 [9,] 1.08016965 0.83605458 0.578377172 0.356400374 0.1952712872 [10,] 1.38397809 1.11333071 0.803401074 0.517432381 0.2966326006 [11,] 1.69740588 1.41388764 1.061922902 0.713894683 0.4278696260 [12,] 2.00850364 1.72402273 1.343655722 0.941123852 0.5890209951 [13,] 2.31348872 2.03467769 1.639281819 1.193342759 0.7786862229 [14,] 2.61737971 2.34442764 1.943944710 1.466318188 0.9954943351 [15,] 2.93060340 2.65905056 2.258726487 1.759291761 1.2395682287 [16,] 3.26331716 2.98789842 2.589327326 2.075113685 1.5131115953 [17,] 3.62048117 3.33907618 2.942734406 2.418510064 1.8196957110 [18,] 4.00024853 3.71604799 3.323807080 2.793537171 2.1626314650 [19,] 4.39636746 4.11737518 3.733663911 3.201748308 2.5434238674 [20,] 4.80317940 4.53949778 4.170610573 3.642095797 2.9612586168 [21,] 5.22056907 4.98091167 4.632911193 4.112511752 3.4137998713 [22,] 5.65624064 5.44546150 5.121802704 4.612194559 3.8987858649 [23,] 6.12368922 5.94276874 5.643045394 5.143340663 4.4155366729 [24,] 6.63585433 6.48472285 6.205709470 5.711254777 4.9656008449 [25,] 7.19644960 7.07836837 6.817603674 6.322087802 5.5520073389 [26,] 7.79285854 7.71741524 7.477937425 6.977903325 6.1766932033 [27,] 8.39511022 8.37641782 8.169590349 7.669770004 6.8358865880 [28,] 8.96351693 9.01205158 8.855086451 8.371309885 7.5141483403 [29,] 9.46302130 9.57350270 9.480437828 9.036711168 8.1794675274 [30,] 9.87735285 10.01905250 9.988148677 9.606929339 8.7831851999 [31,] 10.21425974 10.33107386 10.335454509 10.024509583 9.2678488137 [32,] 10.49672608 10.52054548 10.509305332 10.252187459 9.5825281029 [33,] 10.74299537 10.61674517 10.529323239 10.286429190 9.7001091586 [34,] 10.94571446 10.64609329 10.435355387 10.157760018 9.6279573433 [35,] 11.06247645 10.61116993 10.264766215 9.915829867 9.4050286904 [36,] 11.02458838 10.48188793 10.031043828 9.605566039 9.0850117298 [37,] 10.76108283 10.20461402 9.715294462 9.246264558 8.7128484293 [38,] 10.22681115 9.72532553 9.275467412 8.824405115 8.3061651256 [39,] 9.42170460 9.01551942 8.668698779 8.303793436 7.8509322205 [40,] 8.39350200 8.08870700 7.875571292 7.647608700 7.3132631137 [41,] 7.22468532 7.00082740 6.914851423 6.841255290 6.6610431099 [42,] 6.01097003 5.83599599 5.842833953 5.905393419 5.8846318168 [43,] 4.84042348 4.68502820 4.739072684 4.894189333 5.0072427378 [44,] 3.77951561 3.62554682 3.685785043 3.881044946 4.0813705136 [45,] 2.86788512 2.70969777 2.749354975 2.939019152 3.1742780109 [46,] 2.12008905 1.96106460 1.969641664 2.123946327 2.3497043406 [47,] 1.53124617 1.37877592 1.358476450 1.465460861 1.6531386471 [48,] 1.08386905 0.94527881 0.905170206 0.966921824 1.1050209911 [49,] 0.75419406 0.63455711 0.585278790 0.611819488 0.7021994064 [50,] 0.51718818 0.41878171 0.369195958 0.372811635 0.4249227100 [,39] [,40] [,41] [,42] [,43] [1,] 0.0002606239 7.749551e-05 2.044634e-05 4.786630e-06 9.943015e-07 [2,] 0.0006820282 2.125257e-04 5.876239e-05 1.441664e-05 3.138367e-06 [3,] 0.0016716001 5.458628e-04 1.581676e-04 4.066590e-05 9.277246e-06 [4,] 0.0038386085 1.313591e-03 3.988734e-04 1.074712e-04 2.569374e-05 [5,] 0.0082635685 2.963315e-03 9.429449e-04 2.662453e-04 6.670504e-05 [6,] 0.0166899464 6.271508e-03 2.091229e-03 6.187666e-04 1.624567e-04 [7,] 0.0316603991 1.246560e-02 4.355571e-03 1.350471e-03 3.715514e-04 [8,] 0.0564966736 2.330542e-02 8.532203e-03 2.772004e-03 7.991562e-04 [9,] 0.0950387679 4.106824e-02 1.575199e-02 5.361971e-03 1.619710e-03 [10,] 0.1511490922 6.840373e-02 2.748277e-02 9.800522e-03 3.101638e-03 [11,] 0.2281365120 1.080892e-01 4.547792e-02 1.698637e-02 5.631174e-03 [12,] 0.3283810003 1.627971e-01 7.170187e-02 2.804184e-02 9.735318e-03 [13,] 0.4534238117 2.350277e-01 1.082968e-01 4.432682e-02 1.610974e-02 [14,] 0.6045661425 3.272964e-01 1.576496e-01 6.748865e-02 2.566198e-02 [15,] 0.7836761378 4.424938e-01 2.225525e-01 9.955483e-02 3.957545e-02 [16,] 0.9936705587 5.841561e-01 3.063459e-01 1.430277e-01 5.938128e-02 [17,] 1.2382423201 7.563421e-01 4.128694e-01 2.008925e-01 8.699816e-02 [18,] 1.5208578226 9.630107e-01 5.461002e-01 2.764487e-01 1.246867e-01 [19,] 1.8435639600 1.207130e+00 7.095392e-01 3.729514e-01 1.748866e-01 [20,] 2.2063274511 1.489985e+00 9.055997e-01 4.931685e-01 2.399619e-01 [21,] 2.6073101462 1.811085e+00 1.135302e+00 6.390395e-01 3.219448e-01 [22,] 3.0438893265 2.168682e+00 1.398401e+00 8.115793e-01 4.223773e-01 [23,] 3.5138247428 2.560562e+00 1.693807e+00 1.011011e+00 5.422912e-01 [24,] 4.0159953971 2.984655e+00 2.019994e+00 1.236973e+00 6.822708e-01 [25,] 4.5503872257 3.439257e+00 2.375201e+00 1.488637e+00 8.425009e-01 [26,] 5.1171215614 3.922826e+00 2.757464e+00 1.764745e+00 1.022778e+00 [27,] 5.7141692663 4.433245e+00 3.164565e+00 2.063722e+00 1.222594e+00 [28,] 6.3334875638 4.966118e+00 3.593704e+00 2.383893e+00 1.441433e+00 [29,] 6.9562378949 5.511776e+00 4.040377e+00 2.723520e+00 1.679230e+00 [30,] 7.5493669851 6.051565e+00 4.496052e+00 3.080019e+00 1.936552e+00 [31,] 8.0669393704 6.555548e+00 4.945198e+00 3.447974e+00 2.213865e+00 [32,] 8.4585710272 6.984465e+00 5.363513e+00 3.816421e+00 2.509503e+00 [33,] 8.6837252430 7.297584e+00 5.719687e+00 4.167021e+00 2.816806e+00 [34,] 8.7262341165 7.464770e+00 5.981813e+00 4.475049e+00 3.121867e+00 [35,] 8.6013367264 7.477552e+00 6.126741e+00 4.714068e+00 3.403599e+00 [36,] 8.3500408204 7.352923e+00 6.148080e+00 4.862975e+00 3.637040e+00 [37,] 8.0219734246 7.126498e+00 6.058180e+00 4.912176e+00 3.799082e+00 [38,] 7.6544575206 6.837247e+00 5.882082e+00 4.865497e+00 3.874246e+00 [39,] 7.2581551549 6.511019e+00 5.645905e+00 4.736520e+00 3.857845e+00 [40,] 6.8164315872 6.151192e+00 5.365468e+00 4.541154e+00 3.755148e+00 [41,] 6.2984706215 5.741159e+00 5.041160e+00 4.290513e+00 3.577355e+00 [42,] 5.6792613351 5.257169e+00 4.661665e+00 3.988015e+00 3.336873e+00 [43,] 4.9566616273 4.684832e+00 4.214433e+00 3.632122e+00 3.044496e+00 [44,] 4.1579881373 4.031244e+00 3.697290e+00 3.222924e+00 2.709660e+00 [45,] 3.3342088134 3.327438e+00 3.125390e+00 2.768665e+00 2.342914e+00 [46,] 2.5455293600 2.620921e+00 2.530410e+00 2.288592e+00 1.958456e+00 [47,] 1.8451878307 1.962455e+00 1.952878e+00 1.810619e+00 1.574707e+00 [48,] 1.2677031300 1.393007e+00 1.431496e+00 1.365063e+00 1.212218e+00 [49,] 0.8247210788 9.356093e-01 9.939856e-01 9.773736e-01 8.898064e-01 [50,] 0.5079674282 5.938775e-01 6.525434e-01 6.628490e-01 6.207115e-01 [,44] [,45] [,46] [,47] [,48] [1,] 1.832651e-07 2.997186e-08 4.349319e-09 5.600175e-10 6.398153e-11 [2,] 6.062014e-07 1.038970e-07 1.580020e-08 2.132039e-09 2.552704e-10 [3,] 1.877943e-06 3.373019e-07 5.375628e-08 7.601733e-09 9.538256e-10 [4,] 5.450521e-06 1.025941e-06 1.713490e-07 2.539299e-08 3.339021e-09 [5,] 1.482903e-05 2.925108e-06 5.119718e-07 7.951043e-08 1.095660e-08 [6,] 3.784678e-05 7.823428e-06 1.434965e-06 2.335396e-07 3.372513e-08 [7,] 9.070631e-05 1.964879e-05 3.776699e-06 6.441174e-07 9.747493e-08 [8,] 2.044381e-04 4.640626e-05 9.347011e-06 1.670504e-06 2.649106e-07 [9,] 4.341645e-04 1.032675e-04 2.179514e-05 4.081674e-06 6.782615e-07 [10,] 8.710749e-04 2.170825e-04 4.800536e-05 9.419849e-06 1.640151e-06 [11,] 1.656721e-03 4.325382e-04 1.002097e-04 2.060134e-05 3.758165e-06 [12,] 2.999793e-03 8.203307e-04 1.990766e-04 4.287164e-05 8.192746e-06 [13,] 5.197298e-03 1.488239e-03 3.782146e-04 8.530055e-05 1.707258e-05 [14,] 8.664026e-03 2.596751e-03 6.908262e-04 1.631177e-04 3.418258e-05 [15,] 1.397360e-02 4.381088e-03 1.219464e-03 3.013136e-04 6.608429e-05 [16,] 2.190808e-02 7.179697e-03 2.089509e-03 5.399401e-04 1.238687e-04 [17,] 3.350097e-02 1.146473e-02 3.485588e-03 9.412219e-04 2.257050e-04 [18,] 5.004728e-02 1.786393e-02 5.667669e-03 1.597803e-03 4.001614e-04 [19,] 7.305540e-02 2.716026e-02 8.981179e-03 2.640375e-03 6.899196e-04 [20,] 1.041367e-01 4.026022e-02 1.385542e-02 4.242247e-03 1.155133e-03 [21,] 1.448627e-01 5.813570e-02 2.078840e-02 6.618991e-03 1.875575e-03 [22,] 1.966425e-01 8.175929e-02 3.032307e-02 1.002348e-02 2.951205e-03 [23,] 2.606611e-01 1.120573e-01 4.302510e-02 1.473939e-02 4.501746e-03 [24,] 3.378753e-01 1.498915e-01 5.947132e-02 2.107768e-02 6.666916e-03 [25,] 4.290247e-01 1.960594e-01 8.025100e-02 2.937961e-02 9.609478e-03 [26,] 5.346347e-01 2.513032e-01 1.059789e-01 4.002913e-02 1.352379e-02 [27,] 6.550670e-01 3.163506e-01 1.373335e-01 5.348323e-02 1.865530e-02 [28,] 7.907475e-01 3.920718e-01 1.751659e-01 7.034473e-02 2.534403e-02 [29,] 9.426398e-01 4.798447e-01 2.207516e-01 9.152333e-02 3.411810e-02 [30,] 1.112789e+00 5.821082e-01 2.762251e-01 1.185311e-01 4.587175e-02 [31,] 1.304433e+00 7.028397e-01 3.451032e-01 1.539051e-01 6.214866e-02 [32,] 1.521052e+00 8.474300e-01 4.325857e-01 2.016178e-01 8.549111e-02 [33,] 1.764049e+00 1.021390e+00 5.451362e-01 2.671640e-01 1.197039e-01 [34,] 2.029548e+00 1.227699e+00 6.888862e-01 3.568980e-01 1.697563e-01 [35,] 2.305693e+00 1.463358e+00 8.668092e-01 4.762987e-01 2.409965e-01 [36,] 2.572109e+00 1.716534e+00 1.075336e+00 6.272537e-01 3.374937e-01 [37,] 2.802576e+00 1.965972e+00 1.301788e+00 8.050951e-01 4.597061e-01 [38,] 2.970495e+00 2.183753e+00 1.524228e+00 9.966846e-01 6.021966e-01 [39,] 3.055232e+00 2.341111e+00 1.714660e+00 1.180911e+00 7.525035e-01 [40,] 3.046833e+00 2.415471e+00 1.845179e+00 1.332252e+00 8.921879e-01 [41,] 2.947338e+00 2.396105e+00 1.895127e+00 1.426751e+00 1.000366e+00 [42,] 2.768576e+00 2.286276e+00 1.856617e+00 1.448459e+00 1.058905e+00 [43,] 2.527954e+00 2.101316e+00 1.736297e+00 1.393901e+00 1.057503e+00 [44,] 2.244367e+00 1.863809e+00 1.552820e+00 1.272794e+00 9.966599e-01 [45,] 1.935744e+00 1.598065e+00 1.331316e+00 1.104850e+00 8.873532e-01 [46,] 1.618426e+00 1.325848e+00 1.097173e+00 9.141103e-01 7.476113e-01 [47,] 1.307464e+00 1.064242e+00 8.712878e-01 7.230847e-01 5.974732e-01 [48,] 1.016685e+00 8.253488e-01 6.678347e-01 5.486440e-01 4.542735e-01 [49,] 7.579105e-01 6.169050e-01 4.943385e-01 4.004954e-01 3.297326e-01 [50,] 5.395952e-01 4.429964e-01 3.530890e-01 2.818828e-01 2.293073e-01 [,49] [,50] [1,] 6.486050e-12 5.834165e-13 [2,] 2.711931e-11 2.556403e-12 [3,] 1.061936e-10 1.049060e-11 [4,] 3.895809e-10 4.033194e-11 [5,] 1.339679e-09 1.453445e-10 [6,] 4.321363e-09 4.913165e-10 [7,] 1.308867e-08 1.559454e-09 [8,] 3.727582e-08 4.654047e-09 [9,] 1.000080e-07 1.308429e-08 [10,] 2.534000e-07 3.473851e-08 [11,] 6.083406e-07 8.737875e-08 [12,] 1.389287e-06 2.090516e-07 [13,] 3.032285e-06 4.779224e-07 [14,] 6.357186e-06 1.049227e-06 [15,] 1.286422e-05 2.222576e-06 [16,] 2.522644e-05 4.560390e-06 [17,] 4.805867e-05 9.085391e-06 [18,] 8.901583e-05 1.758582e-05 [19,] 1.601887e-04 3.304361e-05 [20,] 2.796370e-04 6.017002e-05 [21,] 4.728014e-04 1.059961e-04 [22,] 7.735767e-04 1.804517e-04 [23,] 1.225088e-03 2.969151e-04 [24,] 1.880634e-03 4.728401e-04 [25,] 2.805716e-03 7.307799e-04 [26,] 4.082686e-03 1.100455e-03 [27,] 5.820965e-03 1.623221e-03 [28,] 8.179461e-03 2.361909e-03 [29,] 1.141451e-02 3.422219e-03 [30,] 1.597437e-02 4.996495e-03 [31,] 2.266192e-02 7.444295e-03 [32,] 3.286686e-02 1.142046e-02 [33,] 4.881455e-02 1.804129e-02 [34,] 7.369333e-02 2.903692e-02 [35,] 1.114426e-01 4.677988e-02 [36,] 1.659818e-01 7.403790e-02 [37,] 2.398100e-01 1.133224e-01 [38,] 3.322249e-01 1.658390e-01 [39,] 4.377911e-01 2.302814e-01 [40,] 5.458978e-01 3.019529e-01 [41,] 6.420664e-01 3.727798e-01 [42,] 7.110244e-01 4.325683e-01 [43,] 7.407113e-01 4.713562e-01 [44,] 7.257681e-01 4.821419e-01 [45,] 6.691121e-01 4.629640e-01 [46,] 5.809539e-01 4.174759e-01 [47,] 4.757083e-01 3.537852e-01 [48,] 3.680865e-01 2.820624e-01 [49,] 2.698215e-01 2.118883e-01 [50,] 1.879653e-01 1.502801e-01 > 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 5.619 2.020 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1llpq1257274318.ps tmp/1llpq1257274318.png") > system("convert tmp/2nps71257274318.ps tmp/2nps71257274318.png") > system("convert tmp/3ptsf1257274318.ps tmp/3ptsf1257274318.png") > system("convert tmp/44ozk1257274318.ps tmp/44ozk1257274318.png") > system("convert tmp/5eo9i1257274318.ps tmp/5eo9i1257274318.png") > system("convert tmp/6jpwz1257274318.ps tmp/6jpwz1257274318.png") > system("convert tmp/7b7kt1257274318.ps tmp/7b7kt1257274318.png") > > > proc.time() user system elapsed 2.320 1.900 3.799