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(0.4,1,1.7,3.1,3.3,3.1,3.5,6,5.7,4.7,4.2,3.6,4.4,2.5,-0.6,-1.9,-1.9,0.7,-0.9,-1.7,-3.1,-2.1,0.2,1.2,3.8,4,6.6,5.3,7.6,4.7,6.6,4.4,4.6,6,4.8,4,2.7,3,4.1,4,2.7,2.6,3.1,4.4,3,2,1.3,1.5,1.3,3.2,1.8,3.3,1,2.4,0.4,-0.1,1.3,-1.1,-4.4,-7.5,-12.2,-14.5,-16,-16.7,-16.3,-16.9,-15,-14.6,-14.3) > y <- c(1.4,1.2,1,1.7,2.4,2,2.1,2,1.8,2.7,2.3,1.9,2,2.3,2.8,2.4,2.3,2.7,2.7,2.9,3,2.2,2.3,2.8,2.8,2.8,2.2,2.6,2.8,2.5,2.4,2.3,1.9,1.7,2,2.1,1.7,1.8,1.8,1.8,1.3,1.3,1.3,1.2,1.4,2.2,2.9,3.1,3.5,3.6,4.4,4.1,5.1,5.8,5.9,5.4,5.5,4.8,3.2,2.7,2.1,1.9,0.6,0.7,-0.2,-1,-1.7,-0.7,-1) > x <- c(2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2.21,2.25,2.25,2.45,2.5,2.5,2.64,2.75,2.93,3,3.17,3.25,3.39,3.5,3.5,3.65,3.75,3.75,3.9,4,4,4,4,4,4,4,4,4,4,4,4,4.18,4.25,4.25,3.97,3.42,2.75,2.31,2,1.66,1.31,1.09,1,1,1,1) > par7 = 'industriële productie' > par6 = 'inflatie' > par5 = 'rente' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/rcomp/tmp/11jo81257167853.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/2kybp1257167853.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/32ey71257167853.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/4j4ai1257167853.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/rcomp/tmp/52gi61257167853.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -0.2074 0.9211 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/6zrmz1257167853.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] -2.24553046 -2.06816187 -1.89079328 -1.71342469 -1.53605610 -1.35868751 [7] -1.18131892 -1.00395033 -0.82658174 -0.64921315 -0.47184456 -0.29447597 [13] -0.11710738 0.06026121 0.23762980 0.41499839 0.59236698 0.76973557 [19] 0.94710416 1.12447275 1.30184134 1.47920993 1.65657852 1.83394711 [25] 2.01131570 2.18868430 2.36605289 2.54342148 2.72079007 2.89815866 [31] 3.07552725 3.25289584 3.43026443 3.60763302 3.78500161 3.96237020 [37] 4.13973879 4.31710738 4.49447597 4.67184456 4.84921315 5.02658174 [43] 5.20395033 5.38131892 5.55868751 5.73605610 5.91342469 6.09079328 [49] 6.26816187 6.44553046 $yords [1] -18.8316459 -18.2528032 -17.6739605 -17.0951178 -16.5162751 -15.9374324 [7] -15.3585898 -14.7797471 -14.2009044 -13.6220617 -13.0432190 -12.4643763 [13] -11.8855336 -11.3066909 -10.7278482 -10.1490056 -9.5701629 -8.9913202 [19] -8.4124775 -7.8336348 -7.2547921 -6.6759494 -6.0971067 -5.5182640 [25] -4.9394213 -4.3605787 -3.7817360 -3.2028933 -2.6240506 -2.0452079 [31] -1.4663652 -0.8875225 -0.3086798 0.2701629 0.8490056 1.4278482 [37] 2.0066909 2.5855336 3.1643763 3.7432190 4.3220617 4.9009044 [43] 5.4797471 6.0585898 6.6374324 7.2162751 7.7951178 8.3739605 [49] 8.9528032 9.5316459 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.436917e-02 3.985013e-02 9.528627e-02 1.820740e-01 2.715998e-01 [2,] 2.409477e-02 5.342823e-02 1.252480e-01 2.591595e-01 4.324659e-01 [3,] 5.303025e-02 8.394684e-02 1.531402e-01 3.015296e-01 5.359494e-01 [4,] 1.192856e-01 1.675529e-01 2.279271e-01 3.484348e-01 5.748910e-01 [5,] 2.188685e-01 3.235604e-01 4.071938e-01 4.949140e-01 6.564972e-01 [6,] 3.063031e-01 5.021734e-01 6.697432e-01 7.794895e-01 8.881294e-01 [7,] 3.277317e-01 5.998708e-01 8.812411e-01 1.085220e+00 1.215062e+00 [8,] 2.830094e-01 5.683073e-01 9.157761e-01 1.220741e+00 1.429514e+00 [9,] 2.243647e-01 4.746501e-01 8.104683e-01 1.143403e+00 1.398594e+00 [10,] 1.881769e-01 4.072383e-01 7.091032e-01 1.012598e+00 1.236468e+00 [11,] 1.670318e-01 3.726889e-01 6.662077e-01 9.590664e-01 1.140865e+00 [12,] 1.538068e-01 3.419775e-01 6.281247e-01 9.349476e-01 1.125478e+00 [13,] 1.701652e-01 3.420018e-01 5.969946e-01 8.842519e-01 1.085098e+00 [14,] 2.307073e-01 4.261725e-01 6.713904e-01 9.113718e-01 1.061830e+00 [15,] 3.010376e-01 5.692956e-01 8.812469e-01 1.132518e+00 1.223641e+00 [16,] 3.186409e-01 6.538231e-01 1.076756e+00 1.434951e+00 1.560167e+00 [17,] 2.584895e-01 5.869446e-01 1.060326e+00 1.533294e+00 1.784665e+00 [18,] 1.584562e-01 4.013121e-01 8.040233e-01 1.281430e+00 1.633274e+00 [19,] 7.377925e-02 2.095668e-01 4.686256e-01 8.291819e-01 1.167132e+00 [20,] 2.734591e-02 8.783957e-02 2.211199e-01 4.379934e-01 6.859880e-01 [21,] 9.600506e-03 3.551527e-02 1.024942e-01 2.313091e-01 4.096830e-01 [22,] 4.219912e-03 1.826031e-02 6.137109e-02 1.603985e-01 3.268407e-01 [23,] 2.207820e-03 1.105184e-02 4.286080e-02 1.288960e-01 3.012484e-01 [24,] 1.032086e-03 5.905485e-03 2.615778e-02 8.976253e-02 2.390894e-01 [25,] 3.741282e-04 2.437417e-03 1.228963e-02 4.798895e-02 1.453571e-01 [26,] 1.012964e-04 7.507078e-04 4.305275e-03 1.911757e-02 6.582000e-02 [27,] 2.031623e-05 1.712387e-04 1.116820e-03 5.638930e-03 2.206698e-02 [28,] 3.013050e-06 2.888223e-05 2.142168e-04 1.229850e-03 5.470770e-03 [29,] 3.303108e-07 3.600902e-06 3.037235e-05 1.982776e-04 1.002659e-03 [30,] 2.676449e-08 3.318281e-07 3.182944e-06 2.362833e-05 1.358394e-04 [31,] 1.602904e-09 2.260106e-08 2.465459e-07 2.081235e-06 1.360355e-05 [32,] 7.095220e-11 1.137774e-09 1.411503e-08 1.354982e-07 1.006990e-06 [33,] 2.321320e-12 4.233458e-11 5.972844e-10 6.520320e-09 5.509835e-08 [34,] 5.613243e-14 1.164248e-12 1.868074e-11 2.319126e-10 2.228373e-09 [35,] 1.003235e-15 2.366498e-14 4.318370e-13 6.096745e-12 6.661445e-11 [36,] 1.325259e-17 3.555309e-16 7.378329e-15 1.184646e-13 1.471896e-12 [37,] 1.293923e-19 3.947832e-18 9.317683e-17 1.701356e-15 2.403868e-14 [38,] 9.337392e-22 3.240038e-20 8.696996e-19 1.805993e-17 2.901794e-16 [39,] 4.980235e-24 1.965392e-22 5.999836e-21 1.416931e-19 2.589053e-18 [40,] 1.963295e-26 8.811704e-25 3.059301e-23 8.216680e-22 1.707402e-20 [41,] 5.720488e-29 2.920000e-27 1.152970e-25 3.521752e-24 8.322427e-23 [42,] 1.231934e-31 7.151760e-30 3.211602e-28 1.115657e-26 2.998320e-25 [43,] 1.960855e-34 1.294634e-32 6.611956e-31 2.612216e-29 7.983907e-28 [44,] 2.306842e-37 1.732190e-35 1.006128e-33 4.520675e-32 1.571346e-30 [45,] 2.005855e-40 1.712985e-38 1.131583e-36 5.782402e-35 2.285816e-33 [46,] 1.289111e-43 1.252048e-41 9.406520e-40 5.466681e-38 2.457667e-36 [47,] 6.123365e-47 6.763903e-45 5.779379e-43 3.819877e-41 1.953066e-39 [48,] 2.149805e-50 2.700742e-48 2.624477e-46 1.972810e-44 1.147156e-42 [49,] 5.578497e-54 7.970360e-52 8.808741e-50 7.530621e-48 4.980112e-46 [50,] 1.069903e-57 1.738529e-55 2.185215e-53 2.124646e-51 1.598012e-49 [,6] [,7] [,8] [,9] [,10] [1,] 3.142465e-01 2.815152e-01 1.951641e-01 1.046861e-01 4.344465e-02 [2,] 5.651919e-01 5.736770e-01 4.511562e-01 2.746925e-01 1.294493e-01 [3,] 7.765868e-01 8.853455e-01 7.856926e-01 5.409809e-01 2.886644e-01 [4,] 8.685653e-01 1.081461e+00 1.066194e+00 8.214694e-01 4.924005e-01 [5,] 9.137994e-01 1.160189e+00 1.222132e+00 1.026835e+00 6.782412e-01 [6,] 1.066853e+00 1.273769e+00 1.352234e+00 1.188062e+00 8.366972e-01 [7,] 1.352015e+00 1.512090e+00 1.574254e+00 1.406440e+00 1.028937e+00 [8,] 1.591100e+00 1.748469e+00 1.817824e+00 1.660308e+00 1.262773e+00 [9,] 1.591099e+00 1.766947e+00 1.873454e+00 1.774179e+00 1.417694e+00 [10,] 1.384577e+00 1.519097e+00 1.631684e+00 1.606701e+00 1.356178e+00 [11,] 1.190633e+00 1.194353e+00 1.218654e+00 1.210795e+00 1.071686e+00 [12,] 1.122704e+00 9.936174e-01 8.679265e-01 7.899288e-01 7.000975e-01 [13,] 1.091338e+00 9.147698e-01 6.825272e-01 5.076242e-01 3.997265e-01 [14,] 1.046867e+00 8.629109e-01 6.000779e-01 3.728246e-01 2.317056e-01 [15,] 1.120095e+00 8.694468e-01 5.711486e-01 3.205672e-01 1.616642e-01 [16,] 1.394735e+00 1.032443e+00 6.368143e-01 3.295691e-01 1.453904e-01 [17,] 1.679360e+00 1.281712e+00 7.955668e-01 4.030051e-01 1.676852e-01 [18,] 1.671749e+00 1.377467e+00 9.142566e-01 4.886098e-01 2.102625e-01 [19,] 1.313370e+00 1.186031e+00 8.613469e-01 5.034298e-01 2.368744e-01 [20,] 8.542557e-01 8.510793e-01 6.831521e-01 4.456699e-01 2.391298e-01 [21,] 5.727072e-01 6.380038e-01 5.759272e-01 4.329929e-01 2.815051e-01 [22,] 5.221462e-01 6.618647e-01 6.820658e-01 5.962756e-01 4.667646e-01 [23,] 5.499791e-01 7.935105e-01 9.272888e-01 9.176199e-01 8.149993e-01 [24,] 4.965191e-01 8.122093e-01 1.069896e+00 1.182983e+00 1.163837e+00 [25,] 3.428293e-01 6.351625e-01 9.423736e-01 1.162465e+00 1.261694e+00 [26,] 1.762706e-01 3.699617e-01 6.187645e-01 8.527337e-01 1.021948e+00 [27,] 6.711351e-02 1.596506e-01 3.013396e-01 4.648494e-01 6.163645e-01 [28,] 1.889941e-02 5.098087e-02 1.087111e-01 1.880729e-01 2.765382e-01 [29,] 3.935209e-03 1.204249e-02 2.903869e-02 5.644073e-02 9.224602e-02 [30,] 6.057951e-04 2.103917e-03 5.741742e-03 1.255792e-02 2.286697e-02 [31,] 6.894436e-05 2.718295e-04 8.401910e-04 2.070771e-03 4.210480e-03 [32,] 5.800548e-06 2.597058e-05 9.097005e-05 2.529785e-04 5.755858e-04 [33,] 3.607645e-07 1.834649e-06 7.286785e-06 2.288952e-05 5.839059e-05 [34,] 1.658635e-08 9.582594e-08 4.317476e-07 1.533451e-06 4.393761e-06 [35,] 5.636900e-10 3.700402e-09 1.892033e-08 7.604591e-08 2.451369e-07 [36,] 1.416068e-11 1.056407e-10 6.131794e-10 2.791005e-09 1.013659e-08 [37,] 2.629510e-13 2.229528e-12 1.469497e-11 7.579531e-11 3.105505e-10 [38,] 3.609167e-15 3.478408e-14 2.603993e-13 1.522824e-12 7.046799e-12 [39,] 3.661619e-17 4.011621e-16 3.411703e-15 2.263182e-14 1.183984e-13 [40,] 2.745827e-19 3.419991e-18 3.304784e-17 2.487725e-16 1.472611e-15 [41,] 1.521962e-21 2.155199e-20 2.366660e-19 2.022336e-18 1.355574e-17 [42,] 6.235307e-24 1.003912e-22 1.252935e-21 1.215709e-20 9.233459e-20 [43,] 1.888120e-26 3.456536e-25 4.903474e-24 5.403748e-23 4.653032e-22 [44,] 4.225972e-29 8.796868e-28 1.418597e-26 1.775950e-25 1.734544e-24 [45,] 6.991051e-32 1.654807e-30 3.033747e-29 4.315283e-28 4.782889e-27 [46,] 8.548220e-35 2.300889e-33 4.795752e-32 7.752455e-31 9.781069e-30 [47,] 7.725471e-38 2.364669e-36 5.604120e-35 1.031968e-33 1.615485e-32 [48,] 5.160474e-41 1.796338e-39 4.849647e-38 1.092233e-36 7.003359e-35 [49,] 2.547912e-44 1.010152e-42 3.293693e-41 2.701921e-39 1.484904e-36 [50,] 9.309600e-48 4.410483e-46 4.657437e-44 3.554722e-41 2.988736e-38 [,11] [,12] [,13] [,14] [,15] [1,] 1.394833e-02 3.464445e-03 6.656719e-04 9.894506e-05 1.137702e-05 [2,] 4.720860e-02 1.332198e-02 2.908792e-03 4.913934e-04 6.422437e-05 [3,] 1.193045e-01 3.818023e-02 9.459034e-03 1.813898e-03 2.692047e-04 [4,] 2.291965e-01 8.276252e-02 2.316980e-02 5.026626e-03 8.447844e-04 [5,] 3.501538e-01 1.408979e-01 4.411533e-02 1.073512e-02 2.028495e-03 [6,] 4.660771e-01 2.040888e-01 7.000729e-02 1.876830e-02 3.925698e-03 [7,] 6.031841e-01 2.804891e-01 1.029124e-01 2.969415e-02 6.722365e-03 [8,] 7.776386e-01 3.824491e-01 1.491183e-01 4.589015e-02 1.111361e-02 [9,] 9.254939e-01 4.856097e-01 2.029774e-01 6.719686e-02 1.754567e-02 [10,] 9.432126e-01 5.303869e-01 2.388652e-01 8.563824e-02 2.432372e-02 [11,] 7.941820e-01 4.788060e-01 2.321421e-01 9.001456e-02 2.780079e-02 [12,] 5.456440e-01 3.520552e-01 1.835829e-01 7.675494e-02 2.564965e-02 [13,] 3.090061e-01 2.097626e-01 1.173906e-01 5.290949e-02 1.908010e-02 [14,] 1.546388e-01 1.029071e-01 6.051571e-02 2.933841e-02 1.143305e-02 [15,] 8.186850e-02 4.536786e-02 2.571632e-02 1.305743e-02 5.483336e-03 [16,] 5.743796e-02 2.276957e-02 1.013867e-02 4.819223e-03 2.103756e-03 [17,] 5.821160e-02 1.762973e-02 5.218414e-03 1.765471e-03 6.814345e-04 [18,] 7.304011e-02 2.067700e-02 4.916846e-03 1.074079e-03 2.580827e-04 [19,] 8.987883e-02 2.764775e-02 6.975795e-03 1.478996e-03 2.800011e-04 [20,] 1.072713e-01 4.101024e-02 1.357220e-02 3.918599e-03 1.011838e-03 [21,] 1.637574e-01 8.585453e-02 3.954178e-02 1.548360e-02 5.205103e-03 [22,] 3.379499e-01 2.219869e-01 1.256767e-01 5.896076e-02 2.326792e-02 [23,] 6.732522e-01 5.066189e-01 3.286689e-01 1.763558e-01 7.936951e-02 [24,] 1.063420e+00 8.916415e-01 6.504662e-01 3.947948e-01 2.013658e-01 [25,] 1.266088e+00 1.173857e+00 9.576368e-01 6.553493e-01 3.781851e-01 [26,] 1.124725e+00 1.149449e+00 1.045603e+00 8.053684e-01 5.253597e-01 [27,] 7.441294e-01 8.365564e-01 8.464498e-01 7.326168e-01 5.397706e-01 [28,] 3.665579e-01 4.526132e-01 5.081873e-01 4.933914e-01 4.101984e-01 [29,] 1.344310e-01 1.821167e-01 2.263664e-01 2.460633e-01 2.306013e-01 [30,] 3.670068e-02 5.451587e-02 7.484485e-02 9.090134e-02 9.591234e-02 [31,] 7.457339e-03 1.214454e-02 1.837713e-02 2.488314e-02 2.951919e-02 [32,] 1.127480e-03 2.013829e-03 3.352471e-03 5.049057e-03 6.724109e-03 [33,] 1.267936e-04 2.486028e-04 4.545944e-04 7.597289e-04 1.133864e-03 [34,] 1.060164e-05 2.284784e-05 4.583989e-05 8.480814e-05 1.415771e-04 [35,] 6.587824e-07 1.563178e-06 3.438675e-06 7.026578e-06 1.309346e-05 [36,] 3.040892e-08 7.960132e-08 1.919583e-07 4.322969e-07 8.971897e-07 [37,] 1.042184e-09 3.016246e-09 7.976197e-09 1.975872e-08 4.556568e-08 [38,] 2.650753e-11 8.501589e-11 2.467303e-10 6.712385e-10 1.715899e-09 [39,] 5.001258e-13 1.781743e-12 5.682060e-12 1.695622e-11 4.793903e-11 [40,] 6.996715e-15 2.775320e-14 9.741471e-14 3.186501e-13 9.953588e-13 [41,] 7.255111e-17 3.211455e-16 1.243132e-15 4.458757e-15 1.556962e-14 [42,] 5.574041e-19 2.759344e-18 1.180815e-17 4.681930e-17 2.161321e-16 [43,] 3.171987e-21 1.759883e-20 8.389722e-20 4.260613e-19 8.250737e-18 [44,] 1.336771e-23 8.362475e-23 5.095963e-22 1.240614e-20 1.166701e-18 [45,] 4.184880e-26 3.335596e-25 1.039398e-23 1.414559e-21 1.763386e-19 [46,] 1.077777e-28 4.274074e-27 8.354098e-25 1.519123e-22 2.150519e-20 [47,] 8.135900e-31 2.262986e-28 6.026633e-26 1.249557e-23 2.005189e-21 [48,] 2.749017e-32 1.073756e-29 3.268084e-27 7.696710e-25 1.402408e-22 [49,] 8.509788e-34 3.805556e-31 1.316763e-28 3.524570e-26 7.298206e-24 [50,] 1.964487e-35 9.991129e-33 3.930637e-30 1.196188e-27 2.815962e-25 [,16] [,17] [,18] [,19] [,20] [1,] 1.011949e-06 6.962719e-08 3.705846e-09 1.525740e-10 4.859103e-12 [2,] 6.493954e-06 5.079777e-07 3.073953e-08 1.438992e-09 5.211005e-11 [3,] 3.091815e-05 2.747705e-06 1.889407e-07 1.005209e-08 4.137561e-10 [4,] 1.099540e-04 1.108094e-05 8.645021e-07 5.220548e-08 2.439918e-09 [5,] 2.974340e-04 3.382320e-05 2.981606e-06 2.036735e-07 1.077788e-08 [6,] 6.397753e-04 8.114653e-05 8.002710e-06 6.131711e-07 3.647602e-08 [7,] 1.191939e-03 1.652877e-04 1.790380e-05 1.513174e-06 9.968591e-08 [8,] 2.113727e-03 3.152622e-04 3.683556e-05 3.368822e-06 2.409896e-07 [9,] 3.602029e-03 5.800825e-04 7.316757e-05 7.221098e-06 5.573141e-07 [10,] 5.450158e-03 9.599602e-04 1.325324e-04 1.431171e-05 1.207071e-06 [11,] 6.811019e-03 1.318177e-03 2.007423e-04 2.397328e-05 2.239021e-06 [12,] 6.833448e-03 1.446671e-03 2.424295e-04 3.202740e-05 3.323189e-06 [13,] 5.496317e-03 1.263178e-03 2.310847e-04 3.353801e-05 3.847158e-06 [14,] 3.558220e-03 8.837633e-04 1.751614e-04 2.767292e-05 3.481499e-06 [15,] 1.849287e-03 4.971923e-04 1.065308e-04 1.822028e-05 2.533117e-06 [16,] 7.652185e-04 2.236129e-04 5.201967e-05 9.709572e-06 1.773214e-06 [17,] 2.532450e-04 7.969669e-05 2.027200e-05 4.484657e-06 2.513489e-06 [18,] 7.573156e-05 2.349046e-05 6.671861e-06 2.894270e-06 7.563420e-06 [19,] 5.615337e-05 1.579154e-05 6.565712e-06 6.088640e-06 2.215753e-05 [20,] 2.717966e-04 1.049989e-04 5.666757e-05 3.579516e-05 5.892251e-05 [21,] 1.756132e-03 8.160440e-04 5.030683e-04 3.045515e-04 2.193432e-04 [22,] 9.075959e-03 4.811065e-03 3.361602e-03 2.247733e-03 1.321674e-03 [23,] 3.513177e-02 2.103482e-02 1.663932e-02 1.258074e-02 7.898892e-03 [24,] 1.007716e-01 6.802186e-02 6.090117e-02 5.226215e-02 3.689422e-02 [25,] 2.137877e-01 1.626204e-01 1.647781e-01 1.606153e-01 1.286465e-01 [26,] 3.353452e-01 2.873991e-01 3.295613e-01 3.649843e-01 3.324218e-01 [27,] 3.889119e-01 3.754711e-01 4.872288e-01 6.132013e-01 6.357047e-01 [28,] 3.334811e-01 3.626201e-01 5.324653e-01 7.616643e-01 8.994104e-01 [29,] 2.114320e-01 2.588910e-01 4.301454e-01 6.994539e-01 9.413708e-01 [30,] 9.912259e-02 1.366402e-01 2.568683e-01 4.748979e-01 7.288997e-01 [31,] 3.436407e-02 5.331446e-02 1.133926e-01 2.383986e-01 4.175487e-01 [32,] 8.810469e-03 1.537892e-02 3.700378e-02 8.848932e-02 1.769803e-01 [33,] 1.670684e-03 3.279691e-03 8.927014e-03 2.428786e-02 5.551170e-02 [34,] 2.343342e-04 5.171068e-04 1.592131e-03 4.929870e-03 1.288773e-02 [35,] 2.431512e-05 6.028170e-05 2.099365e-04 7.401246e-04 2.215775e-03 [36,] 1.866724e-06 5.196182e-06 2.047081e-05 8.225666e-05 2.829475e-04 [37,] 1.060555e-07 3.313118e-07 1.478636e-06 6.812633e-06 2.745835e-05 [38,] 4.461083e-09 1.566981e-08 8.026484e-08 4.439477e-07 2.393065e-06 [39,] 1.393025e-10 5.631329e-10 3.676035e-09 3.193400e-08 3.398526e-07 [40,] 3.302711e-12 1.858598e-11 2.467623e-10 4.765273e-09 8.892215e-08 [41,] 7.256443e-14 1.164674e-12 3.672258e-11 1.058902e-09 2.436382e-08 [42,] 3.656002e-15 1.689918e-13 7.176637e-12 2.400644e-10 6.244394e-09 [43,] 5.393213e-16 3.265520e-14 1.551991e-12 5.737064e-11 1.648301e-09 [44,] 1.006430e-16 6.788661e-15 3.557064e-13 1.447647e-11 4.577025e-10 [45,] 1.713497e-17 1.290887e-15 7.539960e-14 3.415284e-12 1.199978e-10 [46,] 2.357481e-18 2.001196e-16 1.315606e-14 6.699218e-13 2.642773e-11 [47,] 2.490161e-19 2.393308e-17 1.780332e-15 1.025113e-13 4.569327e-12 [48,] 1.977020e-20 2.156401e-18 1.819893e-16 1.188443e-14 6.005494e-13 [49,] 1.169079e-21 1.448758e-19 1.388929e-17 1.030163e-15 5.911308e-14 [50,] 5.127995e-23 7.223792e-21 7.871973e-19 6.636010e-17 4.327534e-15 [,21] [,22] [,23] [,24] [,25] [1,] 1.197050e-13 2.281252e-15 3.409285e-17 1.612918e-18 2.511553e-18 [2,] 1.459760e-12 3.163726e-14 5.485523e-16 6.120496e-17 1.255648e-16 [3,] 1.317573e-11 3.247142e-13 6.721854e-15 1.879358e-15 4.665260e-15 [4,] 8.824773e-11 2.472301e-12 6.529617e-14 4.494172e-14 1.291797e-13 [5,] 4.417149e-10 1.405544e-11 5.426238e-13 8.244958e-13 2.678597e-12 [6,] 1.683754e-09 6.074002e-11 4.245906e-12 1.161577e-11 4.191075e-11 [7,] 5.114850e-09 2.086923e-10 3.267746e-11 1.271204e-10 5.005425e-10 [8,] 1.348027e-08 6.248580e-10 2.375959e-10 1.101018e-09 4.637994e-09 [9,] 3.365961e-08 1.826920e-09 1.536554e-09 7.714832e-09 3.404692e-08 [10,] 7.961630e-08 5.403694e-09 8.513005e-09 4.457689e-08 2.025885e-07 [11,] 1.639390e-07 1.523699e-08 3.950453e-08 2.143480e-07 9.957833e-07 [12,] 2.724304e-07 3.869860e-08 1.503823e-07 8.538724e-07 4.076118e-06 [13,] 3.545012e-07 8.692795e-08 4.602355e-07 2.774440e-06 1.381314e-05 [14,] 3.710535e-07 1.833285e-07 1.129787e-06 7.223144e-06 3.811847e-05 [15,] 4.235984e-07 5.270456e-07 2.479729e-06 1.513924e-05 8.420766e-05 [16,] 1.273444e-06 2.870775e-06 7.578088e-06 2.946519e-05 1.508794e-04 [17,] 6.586193e-06 1.776783e-05 3.957297e-05 8.617920e-05 2.635499e-04 [18,] 2.891136e-05 8.863932e-05 2.123642e-04 4.105981e-04 7.423089e-04 [19,] 9.605046e-05 3.335564e-04 9.001734e-04 1.894305e-03 3.192302e-03 [20,] 2.422379e-04 9.405890e-04 2.874086e-03 6.821456e-03 1.262517e-02 [21,] 5.014445e-04 2.006235e-03 6.888563e-03 1.850555e-02 3.864785e-02 [22,] 1.183842e-03 3.404723e-03 1.252171e-02 3.781115e-02 8.927639e-02 [23,] 4.654811e-03 5.731745e-03 1.804416e-02 5.902283e-02 1.561883e-01 [24,] 2.165945e-02 1.449450e-02 2.443379e-02 7.413151e-02 2.114421e-01 [25,] 8.355405e-02 4.971272e-02 4.411001e-02 8.828165e-02 2.371346e-01 [26,] 2.440066e-01 1.547790e-01 1.096224e-01 1.320029e-01 2.623428e-01 [27,] 5.306448e-01 3.759442e-01 2.674875e-01 2.533682e-01 3.543327e-01 [28,] 8.564325e-01 6.888151e-01 5.330612e-01 4.838799e-01 5.626039e-01 [29,] 1.024801e+00 9.439607e-01 8.222164e-01 7.831377e-01 8.632502e-01 [30,] 9.088539e-01 9.645355e-01 9.640630e-01 1.011158e+00 1.138110e+00 [31,] 5.973484e-01 7.337708e-01 8.518871e-01 1.012848e+00 1.221878e+00 [32,] 2.909934e-01 4.153170e-01 5.644671e-01 7.738980e-01 1.033636e+00 [33,] 1.050886e-01 1.748537e-01 2.796246e-01 4.462630e-01 6.732277e-01 [34,] 2.814627e-02 5.477515e-02 1.034421e-01 1.931574e-01 3.330532e-01 [35,] 5.598535e-03 1.280560e-02 2.872177e-02 6.318207e-02 1.259850e-01 [36,] 8.345158e-04 2.286535e-03 6.270682e-03 1.683428e-02 4.046812e-02 [37,] 9.982867e-05 3.655605e-04 1.411556e-03 5.269113e-03 1.707071e-02 [38,] 1.394126e-05 9.020295e-05 5.634141e-04 2.984143e-03 1.265590e-02 [39,] 3.851127e-06 3.881200e-05 3.169118e-04 2.031185e-03 1.012540e-02 [40,] 1.373947e-06 1.674792e-05 1.588473e-04 1.167928e-03 6.651857e-03 [41,] 4.372061e-07 6.086234e-06 6.563412e-05 5.481684e-04 3.546425e-03 [42,] 1.260466e-07 1.973320e-06 2.395506e-05 2.254861e-04 1.646087e-03 [43,] 3.680031e-08 6.383864e-07 8.603947e-06 9.009246e-05 7.330240e-04 [44,] 1.124452e-08 2.146929e-07 3.186371e-06 3.676807e-05 3.299691e-04 [45,] 3.271345e-09 6.921661e-08 1.136997e-06 1.450518e-05 1.437749e-04 [46,] 8.078238e-10 1.913759e-08 3.514605e-07 5.005017e-06 5.528675e-05 [47,] 1.576847e-10 4.213453e-09 8.718867e-08 1.397426e-06 1.735138e-05 [48,] 2.348449e-11 7.107284e-10 1.664751e-08 3.018264e-07 4.236186e-06 [49,] 2.624371e-12 9.014563e-11 2.395844e-09 4.927040e-08 7.840642e-07 [50,] 2.183182e-13 8.520444e-12 2.572558e-10 6.009085e-09 1.085934e-07 [,26] [,27] [,28] [,29] [,30] [1,] 3.968308e-18 4.865688e-18 4.622944e-18 3.406420e-18 1.952885e-18 [2,] 2.251857e-16 3.134560e-16 3.382798e-16 2.831340e-16 1.842139e-16 [3,] 9.475267e-15 1.495702e-14 1.832267e-14 1.741489e-14 1.286108e-14 [4,] 2.962331e-13 5.293205e-13 7.352339e-13 7.930785e-13 6.647502e-13 [5,] 6.903443e-12 1.392216e-11 2.188640e-11 2.676422e-11 2.544994e-11 [6,] 1.205359e-10 2.730709e-10 4.843902e-10 6.702893e-10 7.223718e-10 [7,] 1.589441e-09 4.015556e-09 7.998732e-09 1.248669e-08 1.522434e-08 [8,] 1.601873e-08 4.463841e-08 9.909892e-08 1.736659e-07 2.388262e-07 [9,] 1.254752e-07 3.797672e-07 9.291002e-07 1.813766e-06 2.799459e-06 [10,] 7.803812e-07 2.515710e-06 6.676057e-06 1.435155e-05 2.466787e-05 [11,] 3.943183e-06 1.326078e-05 3.741984e-05 8.716211e-05 1.648992e-04 [12,] 1.648788e-05 5.691330e-05 1.672439e-04 4.136688e-04 8.474146e-04 [13,] 5.744526e-05 2.024438e-04 6.097891e-04 1.568391e-03 3.408717e-03 [14,] 1.655560e-04 6.002108e-04 1.844967e-03 4.858681e-03 1.097020e-02 [15,] 3.879088e-04 1.470560e-03 4.652956e-03 1.250008e-02 2.887611e-02 [16,] 7.273847e-04 2.924870e-03 9.687139e-03 2.680048e-02 6.314072e-02 [17,] 1.118805e-03 4.659416e-03 1.635373e-02 4.738928e-02 1.150082e-01 [18,] 1.782872e-03 6.193989e-03 2.217600e-02 6.793253e-02 1.726811e-01 [19,] 4.852328e-03 9.194313e-03 2.577520e-02 7.877047e-02 2.106154e-01 [20,] 1.863485e-02 2.416250e-02 3.659055e-02 8.173229e-02 2.111039e-01 [21,] 6.303463e-02 8.198843e-02 9.229367e-02 1.145392e-01 2.030282e-01 [22,] 1.642381e-01 2.368216e-01 2.738031e-01 2.737533e-01 2.901215e-01 [23,] 3.241704e-01 5.264491e-01 6.748711e-01 7.028313e-01 6.434625e-01 [24,] 4.890099e-01 8.930441e-01 1.285706e+00 1.479859e+00 1.417455e+00 [25,] 5.822377e-01 1.174632e+00 1.892744e+00 2.435730e+00 2.561242e+00 [26,] 5.976941e-01 1.253853e+00 2.206995e+00 3.158408e+00 3.689417e+00 [27,] 6.302645e-01 1.204617e+00 2.159120e+00 3.332615e+00 4.293088e+00 [28,] 7.811837e-01 1.210811e+00 1.963820e+00 3.039630e+00 4.170941e+00 [29,] 1.048172e+00 1.350037e+00 1.842097e+00 2.599031e+00 3.552311e+00 [30,] 1.314551e+00 1.522000e+00 1.793237e+00 2.200726e+00 2.786728e+00 [31,] 1.419949e+00 1.565150e+00 1.677579e+00 1.819382e+00 2.060737e+00 [32,] 1.263223e+00 1.387622e+00 1.410523e+00 1.395846e+00 1.418490e+00 [33,] 8.946512e-01 1.021641e+00 1.025759e+00 9.558831e-01 8.865031e-01 [34,] 4.924767e-01 6.058262e-01 6.273591e-01 5.725717e-01 4.978373e-01 [35,] 2.115787e-01 2.897343e-01 3.241757e-01 3.059078e-01 2.623868e-01 [36,] 8.125705e-02 1.322582e-01 1.738014e-01 1.873443e-01 1.749883e-01 [37,] 4.527012e-02 9.606318e-02 1.620575e-01 2.181687e-01 2.400192e-01 [38,] 4.215762e-02 1.096846e-01 2.228643e-01 3.551790e-01 4.498259e-01 [39,] 3.917103e-02 1.176379e-01 2.748459e-01 5.020144e-01 7.242448e-01 [40,] 2.935694e-02 1.005194e-01 2.677163e-01 5.574122e-01 9.160733e-01 [41,] 1.778436e-02 6.922188e-02 2.096817e-01 4.968181e-01 9.294524e-01 [42,] 9.324923e-03 4.104356e-02 1.407180e-01 3.776220e-01 8.002080e-01 [43,] 4.636419e-03 2.282109e-02 8.760252e-02 2.633558e-01 6.248428e-01 [44,] 2.304223e-03 1.253231e-02 5.318227e-02 1.766855e-01 4.624482e-01 [45,] 1.107854e-03 6.641881e-03 3.102633e-02 1.132180e-01 3.242674e-01 [46,] 4.739293e-04 3.154675e-03 1.632209e-02 6.575402e-02 2.069025e-01 [47,] 1.669523e-04 1.245278e-03 7.204583e-03 3.236323e-02 1.130817e-01 [48,] 4.603259e-05 3.873589e-04 2.524949e-03 1.275581e-02 4.999185e-02 [49,] 9.655756e-06 9.203054e-05 6.789763e-04 3.878520e-03 1.716227e-02 [50,] 1.518328e-06 1.642535e-05 1.374937e-04 8.906840e-04 4.466208e-03 [,31] [,32] [,33] [,34] [,35] [1,] 8.792787e-19 3.187920e-19 9.860071e-20 2.861501e-20 8.353168e-21 [2,] 9.384098e-17 3.817543e-17 1.300985e-17 4.056318e-18 1.260641e-18 [3,] 7.420064e-15 3.396453e-15 1.282531e-15 4.321854e-16 1.428928e-16 [4,] 4.346503e-13 2.243595e-13 9.433593e-14 3.458255e-14 1.218095e-14 [5,] 1.886484e-11 1.099935e-11 5.171333e-12 2.076005e-12 7.816444e-13 [6,] 6.069550e-10 4.001938e-10 2.111013e-10 9.338915e-11 3.777650e-11 [7,] 1.448947e-08 1.080952e-08 6.414525e-09 3.145069e-09 1.375279e-09 [8,] 2.570578e-07 2.169500e-07 1.450995e-07 7.923862e-08 3.771275e-08 [9,] 3.397895e-06 3.240697e-06 2.445224e-06 1.493290e-06 7.788880e-07 [10,] 3.360103e-05 3.612533e-05 3.074803e-05 2.106132e-05 1.211749e-05 [11,] 2.501310e-04 3.017963e-04 2.893045e-04 2.226383e-04 1.420967e-04 [12,] 1.414814e-03 1.901609e-03 2.045525e-03 1.768681e-03 1.257808e-03 [13,] 6.162186e-03 9.122139e-03 1.093832e-02 1.060389e-02 8.425451e-03 [14,] 2.103870e-02 3.375482e-02 4.464469e-02 4.827544e-02 4.287436e-02 [15,] 5.752363e-02 9.802414e-02 1.408344e-01 1.683339e-01 1.666622e-01 [16,] 1.286735e-01 2.280362e-01 3.490107e-01 4.548321e-01 4.987323e-01 [17,] 2.390275e-01 4.337972e-01 6.928116e-01 9.668904e-01 1.161334e+00 [18,] 3.697552e-01 6.849603e-01 1.124111e+00 1.648108e+00 2.136208e+00 [19,] 4.719881e-01 9.014142e-01 1.515176e+00 2.301216e+00 3.168716e+00 [20,] 4.931081e-01 9.842272e-01 1.710995e+00 2.686536e+00 3.890379e+00 [21,] 4.383006e-01 8.982005e-01 1.630334e+00 2.671512e+00 4.071439e+00 [22,] 4.157243e-01 7.480467e-01 1.363722e+00 2.332450e+00 3.759359e+00 [23,] 6.168171e-01 7.546548e-01 1.161971e+00 1.940620e+00 3.235189e+00 [24,] 1.235818e+00 1.141586e+00 1.288697e+00 1.800023e+00 2.837482e+00 [25,] 2.327487e+00 2.017199e+00 1.881453e+00 2.073129e+00 2.757001e+00 [26,] 3.645803e+00 3.269546e+00 2.907910e+00 2.769410e+00 3.017607e+00 [27,] 4.671608e+00 4.508549e+00 4.129839e+00 3.782246e+00 3.607084e+00 [28,] 4.951969e+00 5.204198e+00 5.088329e+00 4.804345e+00 4.421716e+00 [29,] 4.444594e+00 5.034248e+00 5.303647e+00 5.333931e+00 5.085785e+00 [30,] 3.478443e+00 4.126544e+00 4.647832e+00 5.022027e+00 5.124659e+00 [31,] 2.435780e+00 2.918859e+00 3.463850e+00 4.018539e+00 4.434477e+00 [32,] 1.543599e+00 1.815637e+00 2.249233e+00 2.812130e+00 3.375762e+00 [33,] 8.839236e-01 1.008421e+00 1.309066e+00 1.790238e+00 2.364841e+00 [34,] 4.617771e-01 5.175388e-01 7.164954e-01 1.086729e+00 1.590260e+00 [35,] 2.384198e-01 2.795339e-01 4.265352e-01 7.042355e-01 1.100884e+00 [36,] 1.661784e-01 2.072446e-01 3.401841e-01 5.780996e-01 8.957397e-01 [37,] 2.350819e-01 2.534768e-01 3.597003e-01 5.805046e-01 8.727008e-01 [38,] 4.698719e-01 4.482602e-01 4.746363e-01 6.217885e-01 8.732239e-01 [39,] 8.434094e-01 8.312834e-01 7.651190e-01 7.601789e-01 8.688266e-01 [40,] 1.209473e+00 1.322686e+00 1.258579e+00 1.119236e+00 1.010523e+00 [41,] 1.395504e+00 1.725021e+00 1.815641e+00 1.685282e+00 1.422950e+00 [42,] 1.359390e+00 1.894423e+00 2.228736e+00 2.269954e+00 2.023470e+00 [43,] 1.185766e+00 1.837530e+00 2.388303e+00 2.668357e+00 2.588500e+00 [44,] 9.642888e-01 1.631463e+00 2.298077e+00 2.770583e+00 2.907201e+00 [45,] 7.353075e-01 1.340404e+00 2.012318e+00 2.567276e+00 2.861491e+00 [46,] 5.115686e-01 1.005140e+00 1.601274e+00 2.134705e+00 2.474336e+00 [47,] 3.084500e-01 6.615034e-01 1.131220e+00 1.583038e+00 1.887973e+00 [48,] 1.522874e-01 3.620322e-01 6.773819e-01 1.015130e+00 1.259352e+00 [49,] 5.888530e-02 1.569921e-01 3.267470e-01 5.364056e-01 7.100176e-01 [50,] 1.734365e-02 5.221481e-02 1.221691e-01 2.234119e-01 3.234931e-01 [,36] [,37] [,38] [,39] [,40] [1,] 2.359118e-21 5.843869e-22 1.182099e-22 1.888073e-23 2.350101e-24 [2,] 3.863751e-19 1.063767e-19 2.424638e-20 4.389238e-21 6.205701e-22 [3,] 4.722095e-17 1.437334e-17 3.681972e-18 7.546518e-19 1.211466e-19 [4,] 4.314998e-15 1.443306e-15 4.141821e-16 9.598181e-17 1.748590e-17 [5,] 2.954474e-13 1.078724e-13 3.453823e-14 9.033455e-15 1.866298e-15 [6,] 1.519199e-11 6.012269e-12 2.137149e-12 6.294049e-13 1.473230e-13 [7,] 5.880065e-10 2.504772e-10 9.826196e-11 3.248588e-11 8.603672e-12 [8,] 1.716937e-08 7.822574e-09 3.363215e-09 1.243214e-09 3.718845e-10 [9,] 3.790115e-07 1.837723e-07 8.590901e-08 3.532365e-08 1.190497e-08 [10,] 6.337846e-06 3.260674e-06 1.643331e-06 7.466394e-07 2.825423e-07 [11,] 8.043801e-05 4.389409e-05 2.364836e-05 1.177454e-05 4.979145e-06 [12,] 7.763906e-04 4.505178e-04 2.575403e-04 1.391261e-04 6.531357e-05 [13,] 5.711852e-03 3.543326e-03 2.138204e-03 1.239215e-03 6.401449e-04 [14,] 3.211717e-02 2.145885e-02 1.364877e-02 8.390714e-03 4.715286e-03 [15,] 1.385098e-01 1.005136e-01 6.758359e-02 4.366155e-02 2.633172e-02 [16,] 4.603309e-01 3.656644e-01 2.617826e-01 1.768933e-01 1.128836e-01 [17,] 1.187216e+00 1.038214e+00 7.992237e-01 5.659912e-01 3.778635e-01 [18,] 2.402157e+00 2.318152e+00 1.938512e+00 1.451271e+00 1.009057e+00 [19,] 3.880247e+00 4.126840e+00 3.779638e+00 3.030291e+00 2.205051e+00 [20,] 5.136807e+00 5.997086e+00 6.044726e+00 5.259280e+00 4.057379e+00 [21,] 5.768205e+00 7.360315e+00 8.174218e+00 7.793250e+00 6.472562e+00 [22,] 5.710525e+00 7.929103e+00 9.673847e+00 1.013698e+01 9.158682e+00 [23,] 5.201453e+00 7.760963e+00 1.029190e+01 1.178410e+01 1.159198e+01 [24,] 4.593234e+00 7.119634e+00 1.001454e+01 1.232525e+01 1.308135e+01 [25,] 4.134408e+00 6.312614e+00 9.074927e+00 1.169640e+01 1.316885e+01 [26,] 3.879036e+00 5.514513e+00 7.812501e+00 1.025932e+01 1.200712e+01 [27,] 3.848534e+00 4.789666e+00 6.456489e+00 8.470948e+00 1.014354e+01 [28,] 4.114427e+00 4.273651e+00 5.170753e+00 6.618974e+00 8.034445e+00 [29,] 4.559239e+00 4.088639e+00 4.161794e+00 4.908495e+00 5.928852e+00 [30,] 4.777129e+00 4.089559e+00 3.545125e+00 3.557122e+00 4.043833e+00 [31,] 4.453549e+00 3.959120e+00 3.219398e+00 2.703654e+00 2.630106e+00 [32,] 3.698017e+00 3.560402e+00 2.993699e+00 2.309892e+00 1.837402e+00 [33,] 2.842926e+00 3.006765e+00 2.753663e+00 2.192939e+00 1.580586e+00 [34,] 2.101576e+00 2.443109e+00 2.466974e+00 2.142661e+00 1.595053e+00 [35,] 1.552901e+00 1.945988e+00 2.139875e+00 2.030358e+00 1.631859e+00 [36,] 1.247480e+00 1.580283e+00 1.811952e+00 1.830781e+00 1.577432e+00 [37,] 1.156120e+00 1.382018e+00 1.534950e+00 1.568395e+00 1.411515e+00 [38,] 1.124491e+00 1.277210e+00 1.319471e+00 1.280886e+00 1.150495e+00 [39,] 1.032457e+00 1.133865e+00 1.111688e+00 1.000442e+00 8.508149e-01 [40,] 9.683584e-01 9.460848e-01 8.736133e-01 7.371244e-01 5.790060e-01 [41,] 1.130278e+00 8.791830e-01 6.821081e-01 5.152664e-01 3.689330e-01 [42,] 1.577006e+00 1.081224e+00 6.738954e-01 4.024474e-01 2.384004e-01 [43,] 2.160750e+00 1.525782e+00 9.046811e-01 4.584223e-01 2.089492e-01 [44,] 2.643556e+00 2.039483e+00 1.303844e+00 6.810581e-01 2.913908e-01 [45,] 2.808021e+00 2.384436e+00 1.701085e+00 9.930317e-01 4.665601e-01 [46,] 2.561252e+00 2.358502e+00 1.873616e+00 1.238477e+00 6.629192e-01 [47,] 2.007752e+00 1.946187e+00 1.686073e+00 1.249721e+00 7.615666e-01 [48,] 1.360305e+00 1.343954e+00 1.226981e+00 9.963636e-01 6.826973e-01 [49,] 7.898989e-01 7.840175e-01 7.274171e-01 6.253382e-01 4.715656e-01 [50,] 3.813891e-01 3.853605e-01 3.563810e-01 3.123479e-01 2.513565e-01 [,41] [,42] [,43] [,44] [,45] [1,] 2.268689e-25 1.695676e-26 9.806820e-28 4.387720e-29 1.518596e-30 [2,] 6.810223e-23 5.788113e-24 3.806941e-25 1.937129e-26 7.625032e-28 [3,] 1.511125e-20 1.460363e-21 1.092312e-22 6.321204e-24 2.829861e-25 [4,] 2.478621e-18 2.723482e-19 2.316577e-20 1.524650e-21 7.762864e-23 [5,] 3.005520e-16 3.754437e-17 3.631539e-18 2.718218e-19 1.574093e-20 [6,] 2.694416e-14 3.825969e-15 4.208167e-16 3.582269e-17 2.359453e-18 [7,] 1.786114e-12 2.882396e-13 3.604845e-14 3.490017e-15 2.614627e-16 [8,] 8.756853e-11 1.605613e-11 2.283082e-12 2.513896e-13 2.142377e-14 [9,] 3.176366e-09 6.614523e-10 1.069252e-10 1.339087e-11 1.298332e-12 [10,] 8.528906e-08 2.015960e-08 3.704228e-09 5.276707e-10 5.821994e-11 [11,] 1.696741e-06 4.548260e-07 9.497286e-08 1.539079e-08 1.933179e-09 [12,] 2.504434e-05 7.603410e-06 1.803682e-06 3.325992e-07 4.758989e-08 [13,] 2.748967e-04 9.433408e-05 2.541016e-05 5.333869e-06 8.703050e-07 [14,] 2.252200e-03 8.709373e-04 2.661911e-04 6.364824e-05 1.186234e-05 [15,] 1.385560e-02 6.010407e-03 2.082030e-03 5.676495e-04 1.211497e-04 [16,] 6.462036e-02 3.123538e-02 1.224160e-02 3.811274e-03 9.348951e-04 [17,] 2.318826e-01 1.237415e-01 5.471355e-02 1.948724e-02 5.520157e-03 [18,] 6.544563e-01 3.810393e-01 1.892191e-01 7.720770e-02 2.537949e-02 [19,] 1.497846e+00 9.391587e-01 5.199171e-01 2.427982e-01 9.284225e-02 [20,] 2.886788e+00 1.927054e+00 1.175522e+00 6.239503e-01 2.764156e-01 [21,] 4.865965e+00 3.434480e+00 2.271660e+00 1.348702e+00 6.827677e-01 [22,] 7.355056e+00 5.479191e+00 3.861832e+00 2.505351e+00 1.417871e+00 [23,] 9.999047e+00 7.866237e+00 5.830284e+00 4.039248e+00 2.496281e+00 [24,] 1.208722e+01 1.003272e+01 7.763027e+00 5.654601e+00 3.748619e+00 [25,] 1.291125e+01 1.125451e+01 9.045786e+00 6.864991e+00 4.830754e+00 [26,] 1.232780e+01 1.119664e+01 9.285774e+00 7.280211e+00 5.395017e+00 [27,] 1.077403e+01 1.011611e+01 8.594715e+00 6.886417e+00 5.314286e+00 [28,] 8.765281e+00 8.467155e+00 7.342143e+00 5.957443e+00 4.717008e+00 [29,] 6.611711e+00 6.556111e+00 5.800384e+00 4.749366e+00 3.807452e+00 [30,] 4.534009e+00 4.599617e+00 4.151079e+00 3.427377e+00 2.755528e+00 [31,] 2.798587e+00 2.854420e+00 2.619004e+00 2.177637e+00 1.741276e+00 [32,] 1.648134e+00 1.573641e+00 1.433156e+00 1.192899e+00 9.411860e-01 [33,] 1.126739e+00 8.654346e-01 7.052589e-01 5.641151e-01 4.325660e-01 [34,] 1.036088e+00 6.235421e-01 3.822360e-01 2.517534e-01 1.740545e-01 [35,] 1.097150e+00 6.195585e-01 3.052631e-01 1.436818e-01 7.275614e-02 [36,] 1.129685e+00 6.628983e-01 3.184921e-01 1.280993e-01 4.626500e-02 [37,] 1.070422e+00 6.649918e-01 3.339909e-01 1.353444e-01 4.478806e-02 [38,] 9.067102e-01 5.966553e-01 3.184665e-01 1.361750e-01 4.653565e-02 [39,] 6.696487e-01 4.603183e-01 2.624296e-01 1.204948e-01 4.401120e-02 [40,] 4.322948e-01 2.984840e-01 1.792546e-01 8.883421e-02 3.527127e-02 [41,] 2.518371e-01 1.650752e-01 1.001507e-01 5.268885e-02 2.278906e-02 [42,] 1.404414e-01 8.211243e-02 4.705819e-02 2.509336e-02 1.158865e-02 [43,] 9.231142e-02 4.211921e-02 2.029995e-02 1.001965e-02 4.679972e-03 [44,] 1.049305e-01 3.393994e-02 1.100516e-02 3.987504e-03 1.614691e-03 [45,] 1.753944e-01 5.310923e-02 1.333122e-02 3.001988e-03 7.139794e-04 [46,] 2.827203e-01 9.530008e-02 2.534801e-02 5.356569e-03 9.255651e-04 [47,] 3.719012e-01 1.435037e-01 4.344036e-02 1.028291e-02 1.903606e-03 [48,] 3.795661e-01 1.674977e-01 5.801620e-02 1.568602e-02 3.301473e-03 [49,] 2.951572e-01 1.481025e-01 5.853235e-02 1.806893e-02 4.339642e-03 [50,] 1.740330e-01 9.843062e-02 4.419303e-02 1.554014e-02 4.254150e-03 [,46] [,47] [,48] [,49] [,50] [1,] 4.065633e-32 8.419652e-34 1.348779e-35 1.671363e-37 1.602096e-39 [2,] 2.321732e-29 5.468487e-31 9.963421e-33 1.404238e-34 1.530985e-36 [3,] 9.799976e-27 2.625289e-28 5.440317e-30 8.721165e-32 1.081534e-33 [4,] 3.057595e-24 9.316260e-26 2.195903e-27 4.004127e-29 5.648667e-31 [5,] 7.051804e-22 2.443952e-23 6.552680e-25 1.359256e-26 2.181589e-28 [6,] 1.202309e-19 4.739952e-21 1.445789e-22 3.412286e-24 6.232331e-26 [7,] 1.515611e-17 6.797792e-19 2.359310e-20 6.337234e-22 1.317653e-23 [8,] 1.412896e-15 7.211174e-17 2.848677e-18 8.712058e-20 2.063401e-21 [9,] 9.744057e-14 5.661150e-15 2.546713e-16 8.874155e-18 2.396508e-19 [10,] 4.974343e-12 3.291692e-13 1.687665e-14 6.708044e-16 2.068797e-17 [11,] 1.881585e-10 1.419484e-11 8.305324e-13 3.772344e-14 1.331885e-15 [12,] 5.282067e-09 4.549675e-10 3.044116e-11 1.584429e-12 6.427874e-14 [13,] 1.103355e-07 1.087620e-08 8.348091e-10 4.999897e-11 2.343103e-12 [14,] 1.722208e-06 1.949725e-07 1.724755e-08 1.195604e-09 6.517235e-11 [15,] 2.021975e-05 2.642416e-06 2.711038e-07 2.191095e-08 1.400241e-09 [16,] 1.803313e-04 2.738559e-05 3.283307e-06 3.117945e-07 2.352383e-08 [17,] 1.238645e-03 2.202035e-04 3.107420e-05 3.487807e-06 3.117429e-07 [18,] 6.666010e-03 1.395493e-03 2.327500e-04 3.091817e-05 3.267337e-06 [19,] 2.862566e-02 7.065117e-03 1.390480e-03 2.175804e-04 2.698812e-05 [20,] 9.963193e-02 2.881945e-02 6.638856e-03 1.211834e-03 1.745921e-04 [21,] 2.840533e-01 9.507893e-02 2.531181e-02 5.324009e-03 8.809617e-04 [22,] 6.680678e-01 2.545506e-01 7.720241e-02 1.848110e-02 3.475198e-03 [23,] 1.305958e+00 5.574276e-01 1.900955e-01 5.122820e-02 1.084626e-02 [24,] 2.144396e+00 1.013052e+00 3.847374e-01 1.157838e-01 2.740754e-02 [25,] 2.996133e+00 1.557326e+00 6.558396e-01 2.196303e-01 5.793119e-02 [26,] 3.613381e+00 2.065669e+00 9.660803e-01 3.607588e-01 1.062394e-01 [27,] 3.823880e+00 2.407893e+00 1.257226e+00 5.270499e-01 1.745229e-01 [28,] 3.607906e+00 2.499007e+00 1.464060e+00 6.945732e-01 2.610048e-01 [29,] 3.047860e+00 2.305178e+00 1.516574e+00 8.183182e-01 3.513229e-01 [30,] 2.267598e+00 1.847348e+00 1.357637e+00 8.329243e-01 4.092491e-01 [31,] 1.443892e+00 1.242112e+00 1.008399e+00 6.999445e-01 3.926759e-01 [32,] 7.690872e-01 6.799443e-01 5.994252e-01 4.668624e-01 2.977699e-01 [33,] 3.403566e-01 2.985934e-01 2.787292e-01 2.407385e-01 1.736342e-01 [34,] 1.268675e-01 1.056054e-01 1.005541e-01 9.461979e-02 7.664223e-02 [35,] 4.281420e-02 3.104155e-02 2.835430e-02 2.822290e-02 2.540786e-02 [36,] 1.748473e-02 8.655079e-03 6.506111e-03 6.430343e-03 6.311697e-03 [37,] 1.268079e-02 3.579612e-03 1.482229e-03 1.165073e-03 1.180476e-03 [38,] 1.279290e-02 2.912610e-03 6.290036e-04 2.171023e-04 1.724930e-04 [39,] 1.275166e-02 2.941544e-03 5.503053e-04 9.370848e-05 2.669597e-05 [40,] 1.107902e-02 2.743528e-03 5.366363e-04 8.393483e-05 1.156361e-05 [41,] 7.867003e-03 2.139588e-03 4.565437e-04 7.647889e-05 1.014252e-05 [42,] 4.388517e-03 1.322808e-03 3.132045e-04 5.797826e-05 8.388015e-06 [43,] 1.898378e-03 6.307057e-04 1.664863e-04 3.445114e-05 5.560133e-06 [44,] 6.506117e-04 2.311480e-04 6.741609e-05 1.561212e-05 2.830646e-06 [45,] 2.078817e-04 6.831610e-05 2.095114e-05 5.351276e-06 1.087776e-06 [46,] 1.438839e-04 2.508325e-05 5.721665e-06 1.430730e-06 3.158636e-07 [47,] 2.774817e-04 3.283054e-05 3.532466e-06 4.504462e-07 7.742149e-08 [48,] 5.403270e-04 6.882868e-05 6.873967e-06 5.567647e-07 4.175170e-08 [49,] 8.092937e-04 1.170738e-04 1.313459e-05 1.144451e-06 7.808301e-08 [50,] 9.041320e-04 1.489808e-04 1.901980e-05 1.880680e-06 1.440529e-07 > 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 -4.705 2.055 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/7tigx1257167853.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] 0.6673734 0.7472765 0.8271797 0.9070828 0.9869859 1.0668890 1.1467922 [8] 1.2266953 1.3065984 1.3865015 1.4664047 1.5463078 1.6262109 1.7061140 [15] 1.7860172 1.8659203 1.9458234 2.0257266 2.1056297 2.1855328 2.2654359 [22] 2.3453391 2.4252422 2.5051453 2.5850484 2.6649516 2.7448547 2.8247578 [29] 2.9046609 2.9845641 3.0644672 3.1443703 3.2242734 3.3041766 3.3840797 [36] 3.4639828 3.5438860 3.6237891 3.7036922 3.7835953 3.8634985 3.9434016 [43] 4.0233047 4.1032078 4.1831110 4.2630141 4.3429172 4.4228203 4.5027235 [50] 4.5826266 $yords [1] -18.8316459 -18.2528032 -17.6739605 -17.0951178 -16.5162751 -15.9374324 [7] -15.3585898 -14.7797471 -14.2009044 -13.6220617 -13.0432190 -12.4643763 [13] -11.8855336 -11.3066909 -10.7278482 -10.1490056 -9.5701629 -8.9913202 [19] -8.4124775 -7.8336348 -7.2547921 -6.6759494 -6.0971067 -5.5182640 [25] -4.9394213 -4.3605787 -3.7817360 -3.2028933 -2.6240506 -2.0452079 [31] -1.4663652 -0.8875225 -0.3086798 0.2701629 0.8490056 1.4278482 [37] 2.0066909 2.5855336 3.1643763 3.7432190 4.3220617 4.9009044 [43] 5.4797471 6.0585898 6.6374324 7.2162751 7.7951178 8.3739605 [49] 8.9528032 9.5316459 $zden [,1] [,2] [,3] [,4] [,5] [1,] 5.378706e-01 8.271660e-01 1.087346e+00 1.315124e+00 1.531359e+00 [2,] 7.391668e-01 1.219384e+00 1.676972e+00 2.053503e+00 2.391147e+00 [3,] 8.869366e-01 1.569837e+00 2.276930e+00 2.851918e+00 3.313278e+00 [4,] 9.438652e-01 1.782331e+00 2.732130e+00 3.530856e+00 4.105720e+00 [5,] 9.103084e-01 1.815317e+00 2.928104e+00 3.918956e+00 4.584998e+00 [6,] 8.147044e-01 1.697168e+00 2.855116e+00 3.947618e+00 4.661743e+00 [7,] 6.897644e-01 1.491994e+00 2.595617e+00 3.683710e+00 4.386495e+00 [8,] 5.587188e-01 1.257266e+00 2.256294e+00 3.271076e+00 3.915756e+00 [9,] 4.354763e-01 1.027731e+00 1.913418e+00 2.840801e+00 3.421749e+00 [10,] 3.274314e-01 8.192478e-01 1.601005e+00 2.462074e+00 3.015599e+00 [11,] 2.364531e-01 6.346934e-01 1.321131e+00 2.141696e+00 2.722947e+00 [12,] 1.614019e-01 4.705050e-01 1.059257e+00 1.845882e+00 2.498673e+00 [13,] 1.016606e-01 3.255886e-01 8.041259e-01 1.533683e+00 2.263385e+00 [14,] 5.773688e-02 2.052074e-01 5.627158e-01 1.192107e+00 1.954227e+00 [15,] 2.911231e-02 1.158088e-01 3.560932e-01 8.475927e-01 1.564440e+00 [16,] 1.294601e-02 5.806779e-02 2.018286e-01 5.444412e-01 1.141833e+00 [17,] 5.078172e-03 2.584465e-02 1.021699e-01 3.141534e-01 7.524949e-01 [18,] 1.763494e-03 1.023037e-02 4.616896e-02 1.622289e-01 4.444096e-01 [19,] 5.440510e-04 3.604906e-03 1.858440e-02 7.457555e-02 2.332276e-01 [20,] 1.491571e-04 1.127839e-03 6.627653e-03 3.027841e-02 1.077195e-01 [21,] 3.619439e-05 3.112927e-04 2.076902e-03 1.075689e-02 4.336143e-02 [22,] 7.715597e-06 7.514131e-05 5.666490e-04 3.313611e-03 1.508431e-02 [23,] 1.431949e-06 1.572069e-05 1.334619e-04 8.783102e-04 4.505195e-03 [24,] 2.294016e-07 2.828437e-06 2.695014e-05 1.991693e-04 1.149974e-03 [25,] 3.149963e-08 4.349750e-07 4.642386e-06 3.848663e-05 2.501581e-04 [26,] 3.687686e-09 5.692993e-08 6.798652e-07 6.321876e-06 4.630669e-05 [27,] 3.667210e-10 6.322948e-09 8.446786e-08 8.815881e-07 7.290556e-06 [28,] 3.090213e-11 5.948662e-10 8.893031e-09 1.043211e-07 9.764702e-07 [29,] 2.203179e-12 4.735927e-11 7.930628e-10 1.047709e-08 1.113384e-07 [30,] 1.327832e-13 3.189276e-12 5.991039e-11 8.936068e-10 1.081818e-08 [31,] 6.762310e-15 1.816701e-13 3.835720e-12 6.479024e-11 8.967642e-10 [32,] 2.909938e-16 8.756451e-15 2.083023e-13 3.998041e-12 6.348870e-11 [33,] 1.058272e-17 3.573457e-16 9.605050e-15 2.102417e-13 3.842422e-12 [34,] 3.254061e-19 1.235763e-17 3.765348e-16 9.433694e-15 1.989155e-13 [35,] 8.465393e-21 3.625167e-19 1.256613e-17 3.616043e-16 8.810072e-15 [36,] 1.864727e-22 9.032262e-21 3.575058e-19 1.185088e-17 3.337591e-16 [37,] 3.481514e-24 1.913949e-22 8.681867e-21 3.322414e-19 1.080806e-17 [38,] 5.515908e-26 3.454189e-24 1.801631e-22 7.968497e-21 2.988741e-19 [39,] 7.425509e-28 5.316672e-26 3.197208e-24 1.634372e-22 7.048615e-21 [40,] 8.505695e-30 6.988065e-28 4.853890e-26 2.864441e-24 1.415755e-22 [41,] 8.301989e-32 7.851004e-30 6.303533e-28 4.285116e-26 2.418338e-24 [42,] 6.914142e-34 7.544412e-32 6.998837e-30 5.464427e-28 3.508193e-26 [43,] 4.919082e-36 6.202194e-34 6.637733e-32 5.931541e-30 4.316469e-28 [44,] 2.992258e-38 4.360912e-36 5.370901e-34 5.472829e-32 4.499405e-30 [45,] 1.557035e-40 2.620768e-38 3.702624e-36 4.286292e-34 3.969383e-32 [46,] 6.931125e-43 1.344804e-40 2.171655e-38 2.846080e-36 2.961241e-34 [47,] 2.638356e-45 5.884530e-43 1.082112e-40 1.600393e-38 1.866792e-36 [48,] 8.580960e-48 2.192674e-45 4.574851e-43 7.613887e-41 9.938761e-39 [49,] 2.381925e-50 6.947531e-48 1.639070e-45 3.062331e-43 4.466750e-41 [50,] 5.635407e-53 1.869278e-50 4.971377e-48 1.040572e-45 1.693986e-43 [,6] [,7] [,8] [,9] [,10] [1,] 1.664503e+00 1.571264e+00 1.216431e+00 7.490083e-01 3.616797e-01 [2,] 2.659794e+00 2.657541e+00 2.228023e+00 1.502751e+00 7.989779e-01 [3,] 3.710598e+00 3.861126e+00 3.472424e+00 2.554040e+00 1.492194e+00 [4,] 4.569175e+00 4.857498e+00 4.623890e+00 3.683847e+00 2.357980e+00 [5,] 5.029071e+00 5.350197e+00 5.293812e+00 4.522343e+00 3.156586e+00 [6,] 5.019735e+00 5.237153e+00 5.261326e+00 4.747169e+00 3.586965e+00 [7,] 4.626876e+00 4.649716e+00 4.607548e+00 4.293987e+00 3.471528e+00 [8,] 4.037782e+00 3.851583e+00 3.640731e+00 3.391787e+00 2.878415e+00 [9,] 3.451752e+00 3.097761e+00 2.698089e+00 2.397800e+00 2.067791e+00 [10,] 3.006572e+00 2.549295e+00 1.995771e+00 1.592378e+00 1.318577e+00 [11,] 2.749406e+00 2.262075e+00 1.604679e+00 1.091498e+00 7.920001e-01 [12,] 2.643302e+00 2.211504e+00 1.503810e+00 8.878270e-01 5.172440e-01 [13,] 2.592290e+00 2.315997e+00 1.631267e+00 9.296492e-01 4.581548e-01 [14,] 2.484271e+00 2.456792e+00 1.900510e+00 1.162832e+00 5.770374e-01 [15,] 2.244018e+00 2.509365e+00 2.199178e+00 1.524972e+00 8.514667e-01 [16,] 1.866109e+00 2.385161e+00 2.399408e+00 1.921674e+00 1.249265e+00 [17,] 1.407418e+00 2.064052e+00 2.392360e+00 2.222693e+00 1.692464e+00 [18,] 9.514934e-01 1.600414e+00 2.135884e+00 2.300678e+00 2.049646e+00 [19,] 5.702329e-01 1.097269e+00 1.682635e+00 2.097916e+00 2.181852e+00 [20,] 2.997097e-01 6.579049e-01 1.157129e+00 1.668063e+00 2.021317e+00 [21,] 1.368502e-01 3.419971e-01 6.893736e-01 1.148727e+00 1.619461e+00 [22,] 5.388287e-02 1.531818e-01 3.540360e-01 6.822516e-01 1.117406e+00 [23,] 1.819826e-02 5.888367e-02 1.562647e-01 3.485081e-01 6.619896e-01 [24,] 5.254635e-03 1.938305e-02 5.918092e-02 1.528349e-01 3.359417e-01 [25,] 1.294853e-03 5.458392e-03 1.921499e-02 5.745784e-02 1.457348e-01 [26,] 2.721366e-04 1.314739e-03 5.345851e-03 1.849332e-02 5.394359e-02 [27,] 4.878660e-05 2.709176e-04 1.273818e-03 5.088871e-03 1.700739e-02 [28,] 7.464849e-06 4.777367e-05 2.597980e-04 1.195453e-03 4.559888e-03 [29,] 9.756599e-07 7.210491e-06 4.531242e-05 2.393782e-04 1.038123e-03 [30,] 1.090129e-07 9.313489e-07 6.750828e-06 4.079545e-05 2.004235e-04 [31,] 1.041891e-08 1.029017e-07 8.579758e-07 5.908426e-06 3.277583e-05 [32,] 8.520282e-10 9.717018e-09 9.288473e-08 7.262239e-07 4.535631e-06 [33,] 5.960998e-11 7.833414e-10 8.553145e-09 7.566106e-08 5.306896e-07 [34,] 3.566030e-12 5.383892e-11 6.689664e-10 6.674363e-09 5.246429e-08 [35,] 1.822470e-13 3.150264e-12 4.438271e-11 4.980647e-10 4.379916e-09 [36,] 7.947392e-15 1.567017e-13 2.494848e-12 3.141685e-11 3.086359e-10 [37,] 2.953146e-16 6.617313e-15 1.187015e-13 1.674038e-12 1.835054e-11 [38,] 9.337231e-18 2.369341e-16 4.776147e-15 7.531307e-14 9.203455e-13 [39,] 2.508440e-19 7.184977e-18 1.624025e-16 2.859514e-15 3.892741e-14 [40,] 5.718280e-21 1.843578e-19 4.663872e-18 9.159850e-17 1.388367e-15 [41,] 1.104795e-22 3.999328e-21 1.130661e-19 2.474856e-18 4.175315e-17 [42,] 1.807140e-24 7.330052e-23 2.313022e-21 5.638926e-20 1.058999e-18 [43,] 2.500377e-26 1.134449e-24 3.991719e-23 1.083426e-21 2.266988e-20 [44,] 2.924131e-28 1.481943e-26 5.810066e-25 1.755561e-23 4.104568e-22 [45,] 2.888604e-30 1.633380e-28 7.131579e-27 2.400435e-25 6.320475e-24 [46,] 2.409176e-32 1.518618e-30 7.382581e-29 2.774385e-27 8.393410e-26 [47,] 1.695733e-34 1.190803e-32 6.448100e-31 2.722727e-29 9.925263e-28 [48,] 1.006965e-36 7.875025e-35 4.758152e-33 2.294985e-31 1.110979e-29 [49,] 5.043812e-39 4.393703e-37 2.977385e-35 1.707171e-33 1.270755e-31 [50,] 2.130862e-41 2.070308e-39 1.594843e-37 1.183626e-35 1.530319e-33 [,11] [,12] [,13] [,14] [,15] [1,] 1.360744e-01 3.975248e-02 8.997926e-03 1.575414e-03 2.130712e-04 [2,] 3.317719e-01 1.071117e-01 2.681547e-02 5.196164e-03 7.781910e-04 [3,] 6.832544e-01 2.436542e-01 6.744553e-02 1.446072e-02 2.397615e-03 [4,] 1.188951e+00 4.680156e-01 1.431860e-01 3.395917e-02 6.232148e-03 [5,] 1.749123e+00 7.592971e-01 2.566222e-01 6.730241e-02 1.366777e-02 [6,] 2.177312e+00 1.040866e+00 3.883486e-01 1.125811e-01 2.529298e-02 [7,] 2.296485e+00 1.206329e+00 4.963692e-01 1.589758e-01 3.949944e-02 [8,] 2.057213e+00 1.183150e+00 5.360738e-01 1.895475e-01 5.206271e-02 [9,] 1.572124e+00 9.836718e-01 4.895249e-01 1.908797e-01 5.792676e-02 [10,] 1.034628e+00 6.956141e-01 3.784380e-01 1.624323e-01 5.441900e-02 [11,] 6.010489e-01 4.220059e-01 2.483941e-01 1.169252e-01 4.318428e-02 [12,] 3.335661e-01 2.263538e-01 1.398477e-01 7.145254e-02 2.898721e-02 [13,] 2.235450e-01 1.224412e-01 7.131947e-02 3.787205e-02 1.660849e-02 [14,] 2.460359e-01 1.005596e-01 4.402535e-02 2.032964e-02 8.779396e-03 [15,] 3.945413e-01 1.587179e-01 5.839591e-02 2.043349e-02 6.877652e-03 [16,] 6.777638e-01 3.159824e-01 1.286890e-01 4.563695e-02 1.405662e-02 [17,] 1.085642e+00 5.994886e-01 2.856301e-01 1.155691e-01 3.941105e-02 [18,] 1.549450e+00 1.007558e+00 5.593336e-01 2.597299e-01 1.004521e-01 [19,] 1.934559e+00 1.469789e+00 9.425679e-01 4.992739e-01 2.185927e-01 [20,] 2.092658e+00 1.844711e+00 1.356827e+00 8.154130e-01 4.029151e-01 [21,] 1.949501e+00 1.981885e+00 1.662273e+00 1.128695e+00 6.279898e-01 [22,] 1.557656e+00 1.816416e+00 1.729072e+00 1.322245e+00 8.270106e-01 [23,] 1.064177e+00 1.416605e+00 1.524477e+00 1.309637e+00 9.197445e-01 [24,] 6.201439e-01 9.382948e-01 1.137823e+00 1.095913e+00 8.635048e-01 [25,] 3.076280e-01 5.270094e-01 7.182079e-01 7.743680e-01 6.842133e-01 [26,] 1.296768e-01 2.506951e-01 3.831017e-01 4.618294e-01 4.574756e-01 [27,] 4.638270e-02 1.008978e-01 1.725854e-01 2.324009e-01 2.580716e-01 [28,] 1.405906e-02 3.432958e-02 6.563149e-02 9.865248e-02 1.228224e-01 [29,] 3.607414e-03 9.867699e-03 2.106079e-02 3.531928e-02 4.931461e-02 [30,] 7.828621e-04 2.394912e-03 5.701142e-03 1.066331e-02 1.670591e-02 [31,] 1.435822e-04 4.905704e-04 1.301587e-03 2.714677e-03 4.776200e-03 [32,] 2.224225e-05 8.478172e-05 2.505735e-04 5.827738e-04 1.153290e-03 [33,] 2.908740e-06 1.235873e-05 4.067225e-05 1.055184e-04 2.356504e-04 [34,] 3.210011e-07 1.519238e-06 5.566096e-06 1.612451e-05 4.094133e-05 [35,] 2.988468e-08 1.574694e-07 6.423239e-07 2.083269e-06 6.119906e-06 [36,] 2.346509e-09 1.376114e-08 6.253620e-08 2.286106e-07 8.086496e-07 [37,] 1.553641e-10 1.013994e-09 5.144278e-09 2.155423e-08 9.957789e-08 [38,] 8.673450e-12 6.302517e-11 3.589445e-10 1.793664e-09 1.228500e-08 [39,] 4.082754e-13 3.308295e-12 2.145554e-11 1.390239e-10 1.582867e-09 [40,] 1.620930e-14 1.471290e-13 1.124999e-12 1.082443e-11 2.058745e-10 [41,] 5.432997e-16 5.589531e-15 5.436290e-14 8.855465e-13 2.514162e-11 [42,] 1.541367e-17 1.850726e-16 2.610191e-15 7.351815e-14 2.724817e-12 [43,] 3.726543e-19 5.577933e-18 1.316451e-16 5.742756e-15 2.544094e-13 [44,] 7.807559e-21 1.644735e-19 6.816762e-18 3.981862e-16 2.019684e-14 [45,] 1.471728e-22 5.066704e-21 3.362092e-19 2.377850e-17 1.356065e-15 [46,] 2.669434e-24 1.620887e-22 1.482410e-20 1.207114e-18 7.685576e-17 [47,] 5.010605e-26 5.017408e-24 5.647526e-22 5.182795e-20 3.675434e-18 [48,] 9.852122e-28 1.402771e-25 1.831634e-23 1.879054e-21 1.484328e-19 [49,] 1.906299e-29 3.405694e-27 5.029096e-25 5.754982e-23 5.075849e-21 [50,] 3.372880e-31 7.056900e-29 1.167700e-26 1.492953e-24 1.480005e-22 [,16] [,17] [,18] [,19] [,20] [1,] 2.223444e-05 1.789904e-06 1.162168e-07 1.999199e-08 3.288519e-08 [2,] 8.996149e-05 8.026439e-06 5.790811e-07 1.123783e-07 2.005047e-07 [3,] 3.070045e-04 3.035385e-05 2.434185e-06 5.365666e-07 1.043274e-06 [4,] 8.837283e-04 9.681143e-05 8.632451e-06 2.174780e-06 4.628531e-06 [5,] 2.145897e-03 2.604277e-04 2.582892e-05 7.478123e-06 1.749176e-05 [6,] 4.395901e-03 5.909124e-04 6.520745e-05 2.180194e-05 5.624937e-05 [7,] 7.597518e-03 1.131004e-03 1.389111e-04 5.386030e-05 1.537550e-04 [8,] 1.107951e-02 1.826174e-03 2.497221e-04 1.126864e-04 3.568697e-04 [9,] 1.363459e-02 2.487674e-03 3.788707e-04 1.995607e-04 7.026189e-04 [10,] 1.416103e-02 2.859296e-03 4.851502e-04 2.989973e-04 1.172336e-03 [11,] 1.241570e-02 2.773304e-03 5.243996e-04 3.788413e-04 1.656291e-03 [12,] 9.194923e-03 2.270816e-03 4.786531e-04 4.057993e-04 1.979911e-03 [13,] 5.777802e-03 1.574583e-03 3.702591e-04 3.677568e-04 2.001323e-03 [14,] 3.214310e-03 9.551151e-04 2.525170e-04 2.854559e-04 1.710789e-03 [15,] 2.207936e-03 6.741799e-04 2.138982e-04 2.155624e-04 1.245533e-03 [16,] 3.975582e-03 1.241827e-03 5.078775e-04 3.087830e-04 8.357662e-04 [17,] 1.212353e-02 4.276914e-03 2.073284e-03 1.128292e-03 8.725186e-04 [18,] 3.504187e-02 1.424300e-02 7.939242e-03 4.723781e-03 2.521656e-03 [19,] 8.666538e-02 4.060784e-02 2.589692e-02 1.724437e-02 9.662389e-03 [20,] 1.814015e-01 9.792574e-02 7.131145e-02 5.322063e-02 3.301362e-02 [21,] 3.208864e-01 1.994839e-01 1.656293e-01 1.384686e-01 9.554972e-02 [22,] 4.795199e-01 3.431850e-01 3.244280e-01 3.036305e-01 2.331390e-01 [23,] 6.052257e-01 4.985350e-01 5.358846e-01 5.611122e-01 4.793702e-01 [24,] 6.451001e-01 6.114510e-01 7.464062e-01 8.739185e-01 8.306242e-01 [25,] 5.806327e-01 6.331247e-01 8.766447e-01 1.147196e+00 1.213037e+00 [26,] 4.412896e-01 5.534244e-01 8.682391e-01 1.269484e+00 1.493567e+00 [27,] 2.832019e-01 4.083967e-01 7.252908e-01 1.184775e+00 1.551688e+00 [28,] 1.534802e-01 2.544792e-01 5.113161e-01 9.335502e-01 1.362834e+00 [29,] 7.025726e-02 1.339817e-01 3.046433e-01 6.226802e-01 1.016459e+00 [30,] 2.718112e-02 5.970131e-02 1.539271e-01 3.537262e-01 6.504414e-01 [31,] 8.900587e-03 2.260705e-02 6.648980e-02 1.735056e-01 3.650914e-01 [32,] 2.475828e-03 7.345396e-03 2.499555e-02 7.560954e-02 1.873625e-01 [33,] 5.901664e-04 2.091957e-03 8.472659e-03 3.074848e-02 9.316931e-02 [34,] 1.229946e-04 5.441658e-04 2.737274e-03 1.236445e-02 4.684084e-02 [35,] 2.334109e-05 1.372574e-04 8.882916e-04 5.041054e-03 2.351452e-02 [36,] 4.296723e-06 3.516960e-05 2.910344e-04 2.016732e-03 1.116004e-02 [37,] 8.103387e-07 9.061583e-06 9.179417e-05 7.466022e-04 4.748227e-03 [38,] 1.557507e-07 2.218976e-06 2.631138e-05 2.442200e-04 1.752718e-03 [39,] 2.874140e-08 4.883558e-07 6.591339e-06 6.879053e-05 5.522872e-04 [40,] 4.789246e-09 9.332755e-08 1.414215e-06 1.648326e-05 1.474946e-04 [41,] 6.940512e-10 1.522700e-08 2.574907e-07 3.342264e-06 3.329005e-05 [42,] 8.590188e-11 2.105187e-09 3.962937e-08 5.723286e-07 6.345757e-06 [43,] 9.009281e-12 2.458601e-10 5.148164e-09 8.273498e-08 1.022391e-06 [44,] 7.981197e-13 2.422816e-11 5.644016e-10 1.010479e-08 1.395796e-07 [45,] 5.965507e-14 2.014484e-12 5.226380e-11 1.045311e-09 1.624274e-08 [46,] 3.761841e-15 1.414515e-13 4.098003e-12 9.212860e-11 1.632077e-09 [47,] 2.003182e-16 8.409148e-15 2.737157e-13 7.010461e-12 1.454688e-10 [48,] 9.031065e-18 4.258818e-16 1.579115e-14 4.738967e-13 1.207923e-11 [49,] 3.469699e-19 1.864690e-17 8.111934e-16 2.999997e-14 9.968718e-13 [50,] 1.154026e-20 7.292609e-19 3.926774e-17 1.905444e-15 8.504114e-14 [,21] [,22] [,23] [,24] [,25] [1,] 6.069429e-08 9.496941e-08 1.264074e-07 1.459824e-07 1.522972e-07 [2,] 3.967190e-07 6.634264e-07 9.398280e-07 1.143783e-06 1.234429e-06 [3,] 2.216687e-06 3.966245e-06 5.992299e-06 7.722822e-06 8.693688e-06 [4,] 1.058222e-05 2.028361e-05 3.273052e-05 4.483020e-05 5.301180e-05 [5,] 4.313291e-05 8.869592e-05 1.530436e-04 2.233332e-04 2.789854e-04 [6,] 1.499861e-04 3.314715e-04 6.122924e-04 9.536154e-04 1.263778e-03 [7,] 4.445264e-04 1.058066e-03 2.095059e-03 3.486973e-03 4.917377e-03 [8,] 1.121772e-03 2.882603e-03 6.128227e-03 1.091232e-02 1.640983e-02 [9,] 2.407717e-03 6.697071e-03 1.531593e-02 2.921309e-02 4.691548e-02 [10,] 4.390674e-03 1.325525e-02 3.268405e-02 6.687218e-02 1.148288e-01 [11,] 6.795577e-03 2.232732e-02 5.950673e-02 1.308319e-01 2.404812e-01 [12,] 8.917875e-03 3.197138e-02 9.234895e-02 2.186386e-01 4.307434e-01 [13,] 9.913877e-03 3.887741e-02 1.220370e-01 3.118680e-01 6.595873e-01 [14,] 9.328944e-03 4.010516e-02 1.371764e-01 3.793780e-01 8.630081e-01 [15,] 7.428015e-03 3.506417e-02 1.310167e-01 3.931952e-01 9.641941e-01 [16,] 5.021713e-03 2.596535e-02 1.062134e-01 3.468360e-01 9.191337e-01 [17,] 3.010283e-03 1.630781e-02 7.302138e-02 2.601071e-01 7.468954e-01 [18,] 2.284197e-03 8.891052e-03 4.258317e-02 1.656721e-01 5.168550e-01 [19,] 4.729148e-03 5.253382e-03 2.131856e-02 8.958371e-02 3.042656e-01 [20,] 1.614130e-02 7.388087e-03 1.042981e-02 4.136449e-02 1.522568e-01 [21,] 5.138939e-02 2.166582e-02 9.792332e-03 1.752760e-02 6.492707e-02 [22,] 1.392102e-01 6.398889e-02 2.337796e-02 1.127038e-02 2.451946e-02 [23,] 3.180543e-01 1.621467e-01 6.357620e-02 2.041442e-02 1.145060e-02 [24,] 6.124369e-01 3.468692e-01 1.506588e-01 5.046370e-02 1.462262e-02 [25,] 9.940897e-01 6.257737e-01 3.021073e-01 1.119227e-01 3.218793e-02 [26,] 1.360955e+00 9.528854e-01 5.120948e-01 2.114065e-01 6.722561e-02 [27,] 1.573683e+00 1.227617e+00 7.365732e-01 3.406737e-01 1.219672e-01 [28,] 1.541943e+00 1.345543e+00 9.073903e-01 4.753580e-01 1.950817e-01 [29,] 1.290001e+00 1.270589e+00 9.769645e-01 5.924548e-01 2.872777e-01 [30,] 9.370825e-01 1.061303e+00 9.557501e-01 6.945368e-01 4.129577e-01 [31,] 6.112442e-01 8.217382e-01 8.994584e-01 8.100603e-01 6.013191e-01 [32,] 3.778005e-01 6.252566e-01 8.534663e-01 9.565184e-01 8.695213e-01 [33,] 2.335173e-01 4.822789e-01 8.123686e-01 1.099864e+00 1.179922e+00 [34,] 1.458096e-01 3.671552e-01 7.364623e-01 1.161773e+00 1.428342e+00 [35,] 8.801868e-02 2.603488e-01 6.018883e-01 1.079774e+00 1.497217e+00 [36,] 4.848424e-02 1.638277e-01 4.281469e-01 8.628522e-01 1.340145e+00 [37,] 2.340143e-02 8.898053e-02 2.604637e-01 5.867418e-01 1.019092e+00 [38,] 9.687433e-03 4.116799e-02 1.344913e-01 3.383025e-01 6.582782e-01 [39,] 3.406142e-03 1.613601e-02 5.879716e-02 1.654262e-01 3.625228e-01 [40,] 1.013178e-03 5.349037e-03 2.177348e-02 6.883260e-02 1.716101e-01 [41,] 2.546832e-04 1.500576e-03 6.850697e-03 2.455199e-02 7.086586e-02 [42,] 5.413891e-05 3.572495e-04 1.843844e-03 7.612368e-03 2.614362e-02 [43,] 9.758198e-06 7.263887e-05 4.301950e-04 2.101367e-03 8.904301e-03 [44,] 1.500391e-06 1.277786e-05 8.914581e-05 5.353581e-04 2.896532e-03 [45,] 1.993298e-07 1.993566e-06 1.705971e-05 1.311421e-04 9.168987e-04 [46,] 2.347719e-08 2.877372e-07 3.162083e-06 3.169034e-05 2.803174e-04 [47,] 2.565565e-09 4.054766e-08 5.858870e-07 7.498213e-06 8.058685e-05 [48,] 2.761064e-10 5.783443e-09 1.075369e-07 1.680337e-06 2.113682e-05 [49,] 3.041740e-11 8.245388e-10 1.877260e-08 3.436179e-07 4.935724e-06 [50,] 3.369623e-12 1.119367e-10 2.984046e-09 6.232302e-08 1.008493e-06 [,26] [,27] [,28] [,29] [,30] [1,] 1.515125e-07 1.491737e-07 1.460487e-07 1.435572e-07 1.478809e-07 [2,] 1.243602e-06 1.226952e-06 1.204379e-06 1.177871e-06 1.184121e-06 [3,] 8.939329e-06 8.857873e-06 8.714011e-06 8.522482e-06 8.424488e-06 [4,] 5.612614e-05 5.612196e-05 5.531109e-05 5.422356e-05 5.313190e-05 [5,] 3.067715e-04 3.117209e-04 3.081057e-04 3.028336e-04 2.960604e-04 [6,] 1.454475e-03 1.514599e-03 1.506477e-03 1.483730e-03 1.452800e-03 [7,] 5.961528e-03 6.418237e-03 6.461880e-03 6.378420e-03 6.263233e-03 [8,] 2.106103e-02 2.363756e-02 2.427727e-02 2.406727e-02 2.369403e-02 [9,] 6.397766e-02 7.539146e-02 7.968142e-02 7.969728e-02 7.863921e-02 [10,] 1.668067e-01 2.075737e-01 2.277193e-01 2.313739e-01 2.290490e-01 [11,] 3.727939e-01 4.920113e-01 5.646523e-01 5.876668e-01 5.855637e-01 [12,] 7.135143e-01 1.001859e+00 1.210635e+00 1.301972e+00 1.313218e+00 [13,] 1.168816e+00 1.749791e+00 2.237653e+00 2.507367e+00 2.579512e+00 [14,] 1.637932e+00 2.618397e+00 3.556811e+00 4.182589e+00 4.426536e+00 [15,] 1.962762e+00 3.354498e+00 4.853018e+00 6.023854e+00 6.614536e+00 [16,] 2.010279e+00 3.677313e+00 5.676315e+00 7.469935e+00 8.576434e+00 [17,] 1.758779e+00 3.447909e+00 5.686232e+00 7.958604e+00 9.616211e+00 [18,] 1.313477e+00 2.763843e+00 4.875407e+00 7.273490e+00 9.295832e+00 [19,] 8.366054e-01 1.893126e+00 3.576187e+00 5.695712e+00 7.728560e+00 [20,] 4.540384e-01 1.107330e+00 2.243204e+00 3.818736e+00 5.516024e+00 [21,] 2.097746e-01 5.526760e-01 1.202692e+00 2.190903e+00 3.375115e+00 [22,] 8.257102e-02 2.351797e-01 5.508477e-01 1.075153e+00 1.768824e+00 [23,] 2.824348e-02 8.531619e-02 2.153836e-01 4.511039e-01 7.934934e-01 [24,] 1.028042e-02 2.664624e-02 7.186977e-02 1.617517e-01 3.045750e-01 [25,] 8.808653e-03 8.051478e-03 2.056883e-02 4.956719e-02 1.000586e-01 [26,] 1.684485e-02 4.665159e-03 5.417646e-03 1.306285e-02 2.830105e-02 [27,] 3.408028e-02 7.757459e-03 2.349677e-03 3.208670e-03 7.302805e-03 [28,] 6.347648e-02 1.666537e-02 3.775568e-03 1.427160e-03 2.551572e-03 [29,] 1.130834e-01 3.659352e-02 9.866601e-03 2.641903e-03 2.466993e-03 [30,] 2.024359e-01 8.166907e-02 2.695860e-02 7.754187e-03 4.383779e-03 [31,] 3.650283e-01 1.788280e-01 6.999300e-02 2.261493e-02 9.599616e-03 [32,] 6.317759e-01 3.624109e-01 1.633663e-01 5.957823e-02 2.339434e-02 [33,] 9.920666e-01 6.496930e-01 3.320717e-01 1.370368e-01 5.685473e-02 [34,] 1.361564e+00 1.005498e+00 5.798299e-01 2.723666e-01 1.276192e-01 [35,] 1.603171e+00 1.330181e+00 8.673722e-01 4.688898e-01 2.570099e-01 [36,] 1.607872e+00 1.501983e+00 1.116856e+00 7.067216e-01 4.633850e-01 [37,] 1.372655e+00 1.454025e+00 1.251869e+00 9.484787e-01 7.542789e-01 [38,] 1.001541e+00 1.219164e+00 1.243328e+00 1.155887e+00 1.118573e+00 [39,] 6.302845e-01 9.004605e-01 1.118965e+00 1.299606e+00 1.517038e+00 [40,] 3.475489e-01 5.997139e-01 9.321921e-01 1.355664e+00 1.875530e+00 [41,] 1.719521e-01 3.695797e-01 7.273513e-01 1.304235e+00 2.096955e+00 [42,] 7.862277e-02 2.148141e-01 5.303082e-01 1.143055e+00 2.101643e+00 [43,] 3.411937e-02 1.182367e-01 3.568346e-01 9.014916e-01 1.874824e+00 [44,] 1.421244e-02 6.096650e-02 2.183464e-01 6.340684e-01 1.481483e+00 [45,] 5.632450e-03 2.893566e-02 1.200061e-01 3.953630e-01 1.033349e+00 [46,] 2.078538e-03 1.242571e-02 5.868787e-02 2.175267e-01 6.340533e-01 [47,] 6.978080e-04 4.759726e-03 2.533732e-02 1.050939e-01 3.408158e-01 [48,] 2.090067e-04 1.607546e-03 9.585028e-03 4.433561e-02 1.596704e-01 [49,] 5.502102e-05 4.740141e-04 3.153961e-03 1.623205e-02 6.483483e-02 [50,] 1.258696e-05 1.210105e-04 8.965000e-04 5.126317e-03 2.269142e-02 [,31] [,32] [,33] [,34] [,35] [1,] 1.632110e-07 1.827129e-07 1.917578e-07 1.812483e-07 1.546426e-07 [2,] 1.274731e-06 1.433436e-06 1.554858e-06 1.534152e-06 1.359930e-06 [3,] 8.810216e-06 9.818402e-06 1.090504e-05 1.121286e-05 1.035787e-05 [4,] 5.407015e-05 5.903702e-05 6.633715e-05 7.075915e-05 6.822618e-05 [5,] 2.949939e-04 3.133416e-04 3.514240e-04 3.858891e-04 3.882156e-04 [6,] 1.428910e-03 1.474595e-03 1.629588e-03 1.822512e-03 1.907343e-03 [7,] 6.127344e-03 6.168264e-03 6.651935e-03 7.479694e-03 8.094559e-03 [8,] 2.318124e-02 2.293487e-02 2.402812e-02 2.679945e-02 2.971844e-02 [9,] 7.714988e-02 7.564216e-02 7.709425e-02 8.429682e-02 9.465506e-02 [10,] 2.254599e-01 2.205806e-01 2.200340e-01 2.341155e-01 2.626339e-01 [11,] 5.781298e-01 5.668948e-01 5.581156e-01 5.768945e-01 6.382145e-01 [12,] 1.300832e+00 1.280882e+00 1.254831e+00 1.265044e+00 1.366488e+00 [13,] 2.568926e+00 2.541002e+00 2.492680e+00 2.470100e+00 2.592948e+00 [14,] 4.451641e+00 4.423938e+00 4.362319e+00 4.287982e+00 4.380243e+00 [15,] 6.761584e+00 6.759732e+00 6.712421e+00 6.599479e+00 6.603319e+00 [16,] 8.982902e+00 9.063598e+00 9.071850e+00 8.977963e+00 8.884143e+00 [17,] 1.040730e+01 1.065516e+01 1.076359e+01 1.076872e+01 1.064872e+01 [18,] 1.047906e+01 1.096319e+01 1.120628e+01 1.136789e+01 1.134077e+01 [19,] 9.138139e+00 9.846396e+00 1.022813e+01 1.054749e+01 1.070086e+01 [20,] 6.879547e+00 7.694342e+00 8.169823e+00 8.590641e+00 8.922817e+00 [21,] 4.459254e+00 5.213529e+00 5.696759e+00 6.132632e+00 6.560447e+00 [22,] 2.483422e+00 3.053204e+00 3.457412e+00 3.830237e+00 4.246874e+00 [23,] 1.186475e+00 1.541182e+00 1.820985e+00 2.089868e+00 2.422375e+00 [24,] 4.858187e-01 6.692528e-01 8.306591e-01 9.969942e-01 1.227043e+00 [25,] 1.705551e-01 2.500966e-01 3.287933e-01 4.198840e-01 5.678919e-01 [26,] 5.182825e-02 8.161341e-02 1.156937e-01 1.634603e-01 2.608419e-01 [27,] 1.487532e-02 2.640055e-02 4.294179e-02 7.228890e-02 1.445201e-01 [28,] 6.566070e-03 1.513078e-02 3.085167e-02 6.000588e-02 1.260001e-01 [29,] 7.287543e-03 2.048509e-02 4.754333e-02 9.425626e-02 1.750249e-01 [30,] 1.107366e-02 3.337918e-02 8.309497e-02 1.696414e-01 2.974641e-01 [31,] 1.683848e-02 5.042583e-02 1.324185e-01 2.842798e-01 5.052630e-01 [32,] 2.692223e-02 7.127298e-02 1.898252e-01 4.266995e-01 7.903811e-01 [33,] 4.961677e-02 1.028804e-01 2.556990e-01 5.806949e-01 1.116738e+00 [34,] 1.032133e-01 1.674873e-01 3.522514e-01 7.514018e-01 1.448513e+00 [35,] 2.183955e-01 3.091483e-01 5.390621e-01 9.998402e-01 1.810837e+00 [36,] 4.346291e-01 5.905627e-01 9.133039e-01 1.457600e+00 2.339747e+00 [37,] 7.874535e-01 1.071764e+00 1.578214e+00 2.291617e+00 3.262525e+00 [38,] 1.288401e+00 1.772844e+00 2.576828e+00 3.607125e+00 4.778773e+00 [39,] 1.904315e+00 2.641740e+00 3.824451e+00 5.323930e+00 6.877603e+00 [40,] 2.545340e+00 3.552778e+00 5.103206e+00 7.122911e+00 9.206949e+00 [41,] 3.073124e+00 4.338175e+00 6.146795e+00 8.555140e+00 1.114439e+01 [42,] 3.339676e+00 4.830570e+00 6.753594e+00 9.271852e+00 1.210142e+01 [43,] 3.250667e+00 4.902992e+00 6.834790e+00 9.187102e+00 1.185809e+01 [44,] 2.818814e+00 4.511317e+00 6.389672e+00 8.437591e+00 1.063883e+01 [45,] 2.166099e+00 3.729863e+00 5.484082e+00 7.226373e+00 8.881114e+00 [46,] 1.467181e+00 2.743725e+00 4.266554e+00 5.736732e+00 6.955748e+00 [47,] 8.711033e-01 1.778994e+00 2.965274e+00 4.156878e+00 5.082596e+00 [48,] 4.507560e-01 1.008372e+00 1.817209e+00 2.700099e+00 3.406549e+00 [49,] 2.021239e-01 4.961829e-01 9.719210e-01 1.547711e+00 2.052096e+00 [50,] 7.812051e-02 2.107114e-01 4.501851e-01 7.738109e-01 1.091894e+00 [,36] [,37] [,38] [,39] [,40] [1,] 1.216767e-07 8.912849e-08 5.939927e-08 3.439502e-08 1.653413e-08 [2,] 1.101985e-06 8.309615e-07 5.775492e-07 3.555885e-07 1.848177e-07 [3,] 8.670825e-06 6.720887e-06 4.840208e-06 3.144271e-06 1.756456e-06 [4,] 5.922152e-05 4.721902e-05 3.506613e-05 2.384988e-05 1.422200e-05 [5,] 3.506262e-04 2.882805e-04 2.201639e-04 1.556676e-04 9.834988e-05 [6,] 1.796837e-03 1.528693e-03 1.200103e-03 8.770028e-04 5.824925e-04 [7,] 7.959961e-03 7.033275e-03 5.684615e-03 4.276737e-03 2.963707e-03 [8,] 3.045890e-02 2.803672e-02 2.339963e-02 1.809302e-02 1.299523e-02 [9,] 1.006756e-01 9.670619e-02 8.364601e-02 6.650288e-02 4.925635e-02 [10,] 2.877401e-01 2.883649e-01 2.593784e-01 2.125109e-01 1.618225e-01 [11,] 7.127748e-01 7.432087e-01 6.969185e-01 5.903330e-01 4.617755e-01 [12,] 1.536041e+00 1.656991e+00 1.621257e+00 1.424813e+00 1.146198e+00 [13,] 2.894585e+00 3.202521e+00 3.265343e+00 2.986210e+00 2.476809e+00 [14,] 4.799742e+00 5.385198e+00 5.700056e+00 5.434237e+00 4.662073e+00 [15,] 7.050158e+00 7.919984e+00 8.645636e+00 8.593784e+00 7.650286e+00 [16,] 9.229468e+00 1.025593e+01 1.144275e+01 1.183772e+01 1.096349e+01 [17,] 1.081663e+01 1.178410e+01 1.329711e+01 1.426402e+01 1.376859e+01 [18,] 1.137369e+01 1.210818e+01 1.367637e+01 1.513476e+01 1.524307e+01 [19,] 1.072983e+01 1.120243e+01 1.257064e+01 1.427202e+01 1.501268e+01 [20,] 9.067103e+00 9.381204e+00 1.043796e+01 1.210784e+01 1.332490e+01 [21,] 6.848546e+00 7.137394e+00 7.924283e+00 9.388505e+00 1.084542e+01 [22,] 4.619207e+00 4.955499e+00 5.583373e+00 6.798879e+00 8.283475e+00 [23,] 2.793759e+00 3.176800e+00 3.741675e+00 4.750448e+00 6.124893e+00 [24,] 1.544713e+00 1.945474e+00 2.503323e+00 3.377074e+00 4.579576e+00 [25,] 8.250634e-01 1.228263e+00 1.814820e+00 2.633261e+00 3.668145e+00 [26,] 4.747434e-01 8.827997e-01 1.528790e+00 2.378798e+00 3.315548e+00 [27,] 3.318062e-01 7.443720e-01 1.461558e+00 2.418084e+00 3.377867e+00 [28,] 2.965035e-01 6.989349e-01 1.459408e+00 2.541399e+00 3.638616e+00 [29,] 3.416526e-01 7.162345e-01 1.458746e+00 2.602062e+00 3.861196e+00 [30,] 4.902156e-01 8.380531e-01 1.502337e+00 2.585775e+00 3.904392e+00 [31,] 7.803279e-01 1.138279e+00 1.700105e+00 2.605677e+00 3.800388e+00 [32,] 1.226523e+00 1.673193e+00 2.162564e+00 2.824105e+00 3.716149e+00 [33,] 1.789869e+00 2.433335e+00 2.937498e+00 3.361475e+00 3.838889e+00 [34,] 2.387816e+00 3.321915e+00 3.966248e+00 4.235551e+00 4.279126e+00 [35,] 2.966769e+00 4.203680e+00 5.090032e+00 5.340526e+00 5.029452e+00 [36,] 3.602457e+00 5.031591e+00 6.146743e+00 6.487566e+00 5.969114e+00 [37,] 4.534003e+00 5.961800e+00 7.130091e+00 7.530100e+00 6.923025e+00 [38,] 6.053728e+00 7.316457e+00 8.268897e+00 8.510862e+00 7.782117e+00 [39,] 8.273643e+00 9.345259e+00 9.881280e+00 9.669051e+00 8.605679e+00 [40,] 1.090734e+01 1.191936e+01 1.204195e+01 1.121037e+01 9.564975e+00 [41,] 1.326146e+01 1.440887e+01 1.432298e+01 1.298358e+01 1.070498e+01 [42,] 1.453737e+01 1.592019e+01 1.588884e+01 1.438174e+01 1.173003e+01 [43,] 1.428951e+01 1.580067e+01 1.596330e+01 1.464871e+01 1.207872e+01 [44,] 1.268243e+01 1.404769e+01 1.433867e+01 1.339500e+01 1.129987e+01 [45,] 1.032278e+01 1.128312e+01 1.151248e+01 1.089048e+01 9.414855e+00 [46,] 7.842366e+00 8.327196e+00 8.348583e+00 7.886812e+00 6.934126e+00 [47,] 5.614980e+00 5.755776e+00 5.572342e+00 5.149653e+00 4.527809e+00 [48,] 3.768014e+00 3.765961e+00 3.496714e+00 3.096647e+00 2.656126e+00 [49,] 2.327178e+00 2.318994e+00 2.087974e+00 1.757168e+00 1.432965e+00 [50,] 1.294115e+00 1.317781e+00 1.179086e+00 9.547891e-01 7.313651e-01 [,41] [,42] [,43] [,44] [,45] [1,] 6.387073e-09 1.943949e-09 4.610008e-10 8.466321e-11 1.200027e-11 [2,] 7.805569e-08 2.614300e-08 6.847171e-09 1.391576e-09 2.185182e-10 [3,] 8.080066e-07 2.971719e-07 8.586028e-08 1.929788e-08 3.355958e-09 [4,] 7.093668e-06 2.857211e-06 9.093041e-07 2.258359e-07 4.347390e-08 [5,] 5.289806e-05 2.325623e-05 8.137120e-06 2.230857e-06 4.751028e-07 [6,] 3.356913e-04 1.604282e-04 6.156675e-05 1.860779e-05 4.381046e-06 [7,] 1.816971e-03 9.392121e-04 3.941594e-04 1.311132e-04 3.409579e-05 [8,] 8.410181e-03 4.674423e-03 2.137353e-03 7.808461e-04 2.240212e-04 [9,] 3.338854e-02 1.981856e-02 9.828724e-03 3.933271e-03 1.243114e-03 [10,] 1.140550e-01 7.175790e-02 3.838931e-02 1.677266e-02 5.828903e-03 [11,] 3.363417e-01 2.225220e-01 1.276019e-01 6.061948e-02 2.311047e-02 [12,] 8.589642e-01 5.929292e-01 3.618085e-01 1.859685e-01 7.754819e-02 [13,] 1.905298e+00 1.362493e+00 8.777325e-01 4.852340e-01 2.205118e-01 [14,] 3.680295e+00 2.710708e+00 1.828529e+00 1.079755e+00 5.323610e-01 [15,] 6.206290e+00 4.689609e+00 3.286293e+00 2.056914e+00 1.094363e+00 [16,] 9.164094e+00 7.090584e+00 5.126132e+00 3.373257e+00 1.924699e+00 [17,] 1.189808e+01 9.429442e+00 6.996909e+00 4.803030e+00 2.919430e+00 [18,] 1.367215e+01 1.112690e+01 8.454362e+00 6.016247e+00 3.871505e+00 [19,] 1.404586e+01 1.179897e+01 9.193349e+00 6.762484e+00 4.588474e+00 [20,] 1.308972e+01 1.144359e+01 9.200413e+00 7.010806e+00 5.015345e+00 [21,] 1.128109e+01 1.038107e+01 8.704567e+00 6.918848e+00 5.236308e+00 [22,] 9.202865e+00 9.023919e+00 7.989538e+00 6.675169e+00 5.354604e+00 [23,] 7.293531e+00 7.677006e+00 7.237519e+00 6.374374e+00 5.388761e+00 [24,] 5.777557e+00 6.486750e+00 6.501370e+00 6.011797e+00 5.286990e+00 [25,] 4.732226e+00 5.508802e+00 5.773188e+00 5.548458e+00 5.006284e+00 [26,] 4.175530e+00 4.798608e+00 5.073753e+00 4.973343e+00 4.552427e+00 [27,] 4.084308e+00 4.440029e+00 4.504235e+00 4.346605e+00 3.974234e+00 [28,] 4.341613e+00 4.476604e+00 4.212625e+00 3.811046e+00 3.365811e+00 [29,] 4.712668e+00 4.806978e+00 4.272779e+00 3.529638e+00 2.867010e+00 [30,] 4.937566e+00 5.176483e+00 4.574224e+00 3.558800e+00 2.604742e+00 [31,] 4.886283e+00 5.317350e+00 4.851913e+00 3.768195e+00 2.592664e+00 [32,] 4.628542e+00 5.120976e+00 4.856841e+00 3.908049e+00 2.693763e+00 [33,] 4.360058e+00 4.684313e+00 4.516042e+00 3.779690e+00 2.706181e+00 [34,] 4.271639e+00 4.212774e+00 3.947976e+00 3.357672e+00 2.502590e+00 [35,] 4.464311e+00 3.892001e+00 3.354441e+00 2.772330e+00 2.100399e+00 [36,] 4.927713e+00 3.818327e+00 2.904086e+00 2.201493e+00 1.619678e+00 [37,] 5.557112e+00 3.987605e+00 2.677463e+00 1.774722e+00 1.190331e+00 [38,] 6.211736e+00 4.316132e+00 2.665454e+00 1.538998e+00 8.882218e-01 [39,] 6.810415e+00 4.692785e+00 2.796241e+00 1.471009e+00 7.249885e-01 [40,] 7.386998e+00 5.048023e+00 2.981499e+00 1.509077e+00 6.698237e-01 [41,] 8.010310e+00 5.376710e+00 3.161066e+00 1.588793e+00 6.773067e-01 [42,] 8.607401e+00 5.669992e+00 3.307052e+00 1.665738e+00 7.080080e-01 [43,] 8.884567e+00 5.821881e+00 3.381562e+00 1.711139e+00 7.355778e-01 [44,] 8.488288e+00 5.640315e+00 3.305832e+00 1.692317e+00 7.412071e-01 [45,] 7.293371e+00 4.990802e+00 2.998210e+00 1.571123e+00 7.073160e-01 [46,] 5.542588e+00 3.937340e+00 2.453728e+00 1.331829e+00 6.224268e-01 [47,] 3.702650e+00 2.731177e+00 1.776760e+00 1.007449e+00 4.928057e-01 [48,] 2.181319e+00 1.657094e+00 1.125463e+00 6.695208e-01 3.446035e-01 [49,] 1.148447e+00 8.819144e-01 6.208935e-01 3.874344e-01 2.102950e-01 [50,] 5.538735e-01 4.168199e-01 2.989808e-01 1.945283e-01 1.112533e-01 [,46] [,47] [,48] [,49] [,50] [1,] 1.310238e-12 1.100701e-13 7.109278e-15 3.528542e-16 1.345265e-17 [2,] 2.644905e-11 2.464125e-12 1.765486e-13 9.722092e-15 4.113011e-16 [3,] 4.502040e-10 4.650905e-11 3.696115e-12 2.258071e-13 1.059992e-14 [4,] 6.462160e-09 7.401367e-10 6.523506e-11 4.421176e-12 2.302729e-13 [5,] 7.822617e-08 9.931359e-09 9.707014e-10 7.297440e-11 4.216851e-12 [6,] 7.986978e-07 1.123724e-07 1.217816e-08 1.015436e-09 6.509581e-11 [7,] 6.879010e-06 1.072254e-06 1.288218e-07 1.191238e-08 8.471250e-10 [8,] 4.998717e-05 8.629186e-06 1.149052e-06 1.178229e-07 9.293708e-09 [9,] 3.065319e-04 5.857770e-05 8.643087e-06 9.825894e-07 8.596037e-08 [10,] 1.586739e-03 3.354781e-04 5.483153e-05 6.909816e-06 6.703620e-07 [11,] 6.936203e-03 1.621351e-03 2.934295e-04 4.098044e-05 4.408386e-06 [12,] 2.561952e-02 6.615124e-03 1.325002e-03 2.050275e-04 2.445190e-05 [13,] 8.002483e-02 2.279927e-02 5.051210e-03 8.657276e-04 1.144496e-04 [14,] 2.116783e-01 6.645090e-02 1.627281e-02 3.088106e-03 4.524829e-04 [15,] 4.752637e-01 1.641169e-01 4.438584e-02 9.323393e-03 1.514056e-03 [16,] 9.094989e-01 3.447893e-01 1.028945e-01 2.391803e-02 4.305557e-03 [17,] 1.494792e+00 6.207853e-01 2.042675e-01 5.255144e-02 1.049350e-02 [18,] 2.139225e+00 9.714715e-01 3.523743e-01 1.004187e-01 2.227879e-02 [19,] 2.728954e+00 1.354194e+00 5.419485e-01 1.714352e-01 4.238624e-02 [20,] 3.210998e+00 1.743270e+00 7.714987e-01 2.717638e-01 7.517355e-02 [21,] 3.616663e+00 2.152566e+00 1.055779e+00 4.151228e-01 1.287901e-01 [22,] 3.985958e+00 2.596978e+00 1.409717e+00 6.178433e-01 2.146477e-01 [23,] 4.280013e+00 3.023790e+00 1.802996e+00 8.754361e-01 3.387175e-01 [24,] 4.395052e+00 3.306334e+00 2.135978e+00 1.137724e+00 4.866345e-01 [25,] 4.261084e+00 3.331772e+00 2.286626e+00 1.318111e+00 6.177080e-01 [26,] 3.901066e+00 3.092447e+00 2.198904e+00 1.345913e+00 6.826015e-01 [27,] 3.396132e+00 2.679925e+00 1.922200e+00 1.217724e+00 6.561329e-01 [28,] 2.832295e+00 2.204539e+00 1.562758e+00 9.955468e-01 5.550826e-01 [29,] 2.297374e+00 1.742909e+00 1.208592e+00 7.565449e-01 4.231730e-01 [30,] 1.889970e+00 1.349126e+00 9.033057e-01 5.487633e-01 3.000149e-01 [31,] 1.679008e+00 1.071523e+00 6.670012e-01 3.872253e-01 2.037582e-01 [32,] 1.641301e+00 9.305454e-01 5.123742e-01 2.729236e-01 1.356138e-01 [33,] 1.659077e+00 8.893417e-01 4.352291e-01 2.032555e-01 9.132652e-02 [34,] 1.598514e+00 8.675844e-01 4.050370e-01 1.689522e-01 6.609241e-02 [35,] 1.399520e+00 7.949142e-01 3.788421e-01 1.525506e-01 5.375639e-02 [36,] 1.099288e+00 6.539441e-01 3.280906e-01 1.361411e-01 4.693658e-02 [37,] 7.847619e-01 4.776557e-01 2.524412e-01 1.110237e-01 3.982718e-02 [38,] 5.296643e-01 3.139382e-01 1.709039e-01 7.971680e-02 3.051902e-02 [39,] 3.640106e-01 1.936253e-01 1.031689e-01 4.997604e-02 2.043442e-02 [40,] 2.798713e-01 1.221128e-01 5.801545e-02 2.770956e-02 1.186928e-02 [41,] 2.515532e-01 8.854668e-02 3.351313e-02 1.420832e-02 6.053654e-03 [42,] 2.524849e-01 7.792805e-02 2.297009e-02 7.518401e-03 2.835613e-03 [43,] 2.631594e-01 7.812330e-02 1.993017e-02 4.889631e-03 1.377391e-03 [44,] 2.711172e-01 8.140450e-02 2.005993e-02 4.213544e-03 8.550589e-04 [45,] 2.674321e-01 8.307091e-02 2.090908e-02 4.273002e-03 7.373443e-04 [46,] 2.455826e-01 7.994753e-02 2.106772e-02 4.446566e-03 7.542151e-04 [47,] 2.045180e-01 7.042465e-02 1.969249e-02 4.401200e-03 7.799740e-04 [48,] 1.512246e-01 5.541906e-02 1.658112e-02 3.974270e-03 7.534828e-04 [49,] 9.783978e-02 3.827862e-02 1.231091e-02 3.186925e-03 6.536331e-04 [50,] 5.489689e-02 2.294611e-02 7.946146e-03 2.229211e-03 4.974347e-04 > 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 -8.766 3.237 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/11jo81257167853.ps tmp/11jo81257167853.png") > system("convert tmp/2kybp1257167853.ps tmp/2kybp1257167853.png") > system("convert tmp/32ey71257167853.ps tmp/32ey71257167853.png") > system("convert tmp/4j4ai1257167853.ps tmp/4j4ai1257167853.png") > system("convert tmp/52gi61257167853.ps tmp/52gi61257167853.png") > system("convert tmp/6zrmz1257167853.ps tmp/6zrmz1257167853.png") > system("convert tmp/7tigx1257167853.ps tmp/7tigx1257167853.png") > > > proc.time() user system elapsed 2.240 1.960 3.594