R version 2.7.2 (2008-08-25) 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(147.5,164.7,176.2,161.8,171.7,169,161.4,157.2,166.2,162.1,169.1,158.4,139.7,145.2,165.3,154.4,147.4,165.3,145.7,147.2,156.1,152.9,153.8,151.7,131.8,131,155.8,143.8,139.8,160.1,136.5,131,153.7,141.3,138.9,141.2,120.3,118.9,141.7,126.2,130.6,139.8,119.5,115.8,142.6,127.7,131.8,129.5,111.1,112.6,130.8,115.4,120.5,131.9,111.2,108.9,128.1,110.7,124.1,121.5) > y <- c(154.2,175.8,187.6,169.9,182.3,179.4,171.5,166.6,171.8,164.3,172.6,163,142.2,149.7,168.4,156.5,150.4,170.6,150.1,151.5,159.5,155.2,154.8,156.5,134.2,135.9,156.4,144.2,143.7,164.8,140.2,132.2,162,145,146.3,145.5,124.4,126,146.8,130.8,133.6,145.7,122.8,118.5,149.5,129.9,134.8,133.3,117.2,120.2,136.4,118.5,126.7,137.5,116.3,113.3,136.6,112.9,128.6,126.8) > x <- c(136.5,146.4,157.7,148.7,154.6,152.1,144.8,142.1,157,159.1,164,151.5,135.9,138.5,161,151.7,142.9,157.4,138.9,141,150.9,149.9,153,144.3,128.1,123.3,155.9,144.1,134.1,153.1,131,129.8,139.9,135.6,126.8,134.4,113.5,107.5,133.8,119,125.9,130.1,114.2,111.6,131.2,124.1,127.1,123.4,100.7,100.3,121.6,110.5,110.3,122.7,102.6,101.8,113.6,107.2,116.8,112.5) > par7 = 'Variable Z' > par6 = 'Variable Y' > par5 = 'Variable X' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/freestat/rcomp/tmp/1rlpa1226320044.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2w8f71226320044.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/3pyxk1226320044.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4697w1226320044.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/freestat/rcomp/tmp/57vb01226320044.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 12.477 1.002 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/6cr3m1226320044.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] 97.09243 99.26213 101.43183 103.60152 105.77122 107.94092 110.11061 [8] 112.28031 114.45001 116.61970 118.78940 120.95910 123.12879 125.29849 [15] 127.46819 129.63788 131.80758 133.97728 136.14697 138.31667 140.48637 [22] 142.65606 144.82576 146.99546 149.16515 151.33485 153.50454 155.67424 [29] 157.84394 160.01363 162.18333 164.35303 166.52272 168.69242 170.86212 [36] 173.03181 175.20151 177.37121 179.54090 181.71060 183.88030 186.04999 [43] 188.21969 190.38939 192.55908 194.72878 196.89848 199.06817 201.23787 [50] 203.40757 $yords [1] 94.66190 96.61651 98.57113 100.52575 102.48036 104.43498 106.38960 [8] 108.34421 110.29883 112.25345 114.20806 116.16268 118.11729 120.07191 [15] 122.02653 123.98114 125.93576 127.89038 129.84499 131.79961 133.75423 [22] 135.70884 137.66346 139.61808 141.57269 143.52731 145.48192 147.43654 [29] 149.39116 151.34577 153.30039 155.25501 157.20962 159.16424 161.11886 [36] 163.07347 165.02809 166.98271 168.93732 170.89194 172.84655 174.80117 [43] 176.75579 178.71040 180.66502 182.61964 184.57425 186.52887 188.48349 [50] 190.43810 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.540850e-02 2.369302e-02 6.034075e-03 3.323205e-04 1.335624e-05 [2,] 2.215534e-02 3.635793e-02 3.402638e-02 8.714635e-03 5.601139e-04 [3,] 6.749072e-03 3.132215e-02 5.023861e-02 4.726985e-02 1.227408e-02 [4,] 4.591353e-04 9.591337e-03 4.266096e-02 6.711003e-02 6.360245e-02 [5,] 3.817413e-06 6.437510e-04 1.310102e-02 5.601731e-02 8.677568e-02 [6,] 3.072523e-09 5.243944e-06 8.659762e-04 1.720704e-02 7.097066e-02 [7,] 2.261888e-13 4.132181e-09 6.906267e-06 1.117918e-03 2.174265e-02 [8,] 1.502993e-18 2.978493e-13 5.326546e-09 8.721299e-06 1.385376e-03 [9,] 8.986312e-25 1.938083e-18 3.758895e-13 6.581482e-09 1.056186e-05 [10,] 4.830608e-32 1.134774e-24 2.394995e-18 4.546495e-13 7.795484e-09 [11,] 2.334155e-40 5.973848e-32 1.373238e-24 2.836391e-18 5.270595e-13 [12,] 1.013776e-49 2.826918e-40 7.079652e-32 1.592583e-24 3.219304e-18 [13,] 3.957585e-60 1.202426e-49 3.280945e-40 8.040529e-32 1.770017e-24 [14,] 1.388647e-71 4.597059e-60 1.366706e-49 3.649199e-40 8.751230e-32 [15,] 4.379512e-84 1.579705e-71 5.117168e-60 1.488690e-49 3.889601e-40 [16,] 1.241463e-97 4.879175e-84 1.722110e-71 5.458755e-60 1.553970e-49 [17,] 3.163110e-112 1.354532e-97 5.209133e-84 1.799115e-71 5.580384e-60 [18,] 7.243727e-128 3.379873e-112 1.416246e-97 5.329595e-84 1.801190e-71 [19,] 1.491013e-144 7.580238e-128 3.460856e-112 1.419064e-97 5.225514e-84 [20,] 2.758495e-162 1.528047e-144 7.601514e-128 3.396107e-112 1.362609e-97 [21,] 4.587179e-181 2.768681e-162 1.500715e-144 7.305366e-128 3.193699e-112 [22,] 6.856146e-201 4.508899e-181 2.662922e-162 1.412425e-144 6.727914e-128 [23,] 9.210820e-222 6.600113e-201 4.247186e-181 2.454544e-162 1.273938e-144 [24,] 1.112150e-243 8.683207e-222 6.088261e-201 3.833775e-181 2.168044e-162 [25,] 1.207051e-266 1.026846e-243 7.844771e-222 5.382404e-201 3.316502e-181 [26,] 1.177422e-290 1.091379e-266 9.084771e-244 6.791627e-222 4.559756e-201 [27,] 1.032378e-315 1.042665e-290 9.456822e-267 7.703138e-244 5.635054e-222 [28,] 0.000000e+00 8.953374e-316 8.848081e-291 7.852974e-267 6.259321e-244 [29,] 0.000000e+00 0.000000e+00 7.440395e-316 7.195234e-291 6.248874e-267 [30,] 0.000000e+00 0.000000e+00 0.000000e+00 5.925917e-316 5.607575e-291 [31,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.522942e-316 [32,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [33,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [34,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [35,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [36,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [37,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [38,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [39,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [40,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [41,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [42,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [43,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [44,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,6] [,7] [,8] [,9] [,10] [1,] 2.382015e-07 1.724195e-09 1.875177e-12 2.463383e-16 4.375362e-21 [2,] 2.564207e-05 5.205334e-07 4.062452e-09 4.518360e-12 6.227149e-16 [3,] 9.314002e-04 4.767579e-05 1.108761e-06 9.238318e-09 1.055053e-11 [4,] 1.691046e-02 1.522639e-03 8.593048e-05 2.299878e-06 2.028809e-08 [5,] 8.300649e-02 2.286102e-02 2.438110e-03 1.503513e-04 4.640786e-06 [6,] 1.087606e-01 1.052471e-01 3.041239e-02 3.811139e-03 2.558051e-04 [7,] 8.683669e-02 1.323297e-01 1.298855e-01 3.990358e-02 5.800014e-03 [8,] 2.644923e-02 1.027191e-01 1.565453e-01 1.563256e-01 5.171280e-02 [9,] 1.648780e-03 3.100060e-02 1.176074e-01 1.803556e-01 1.838810e-01 [10,] 1.226913e-05 1.885538e-03 3.504535e-02 1.305035e-01 2.026967e-01 [11,] 8.852146e-09 1.367508e-05 2.073480e-03 3.825971e-02 1.405523e-01 [12,] 5.856392e-13 9.638407e-09 1.463053e-05 2.194660e-03 4.039829e-02 [13,] 3.501874e-18 6.237643e-13 1.006460e-08 1.503264e-05 2.238533e-03 [14,] 1.885275e-24 3.650893e-18 6.368978e-13 1.008184e-08 1.484443e-05 [15,] 9.127793e-32 1.924441e-24 3.648173e-18 6.234995e-13 9.691560e-09 [16,] 3.973024e-40 9.123967e-32 1.882673e-24 3.494291e-18 5.853263e-13 [17,] 1.554482e-49 3.889121e-40 8.740230e-32 1.765223e-24 3.208385e-18 [18,] 5.466823e-60 1.490175e-49 3.648310e-40 8.023968e-32 1.586331e-24 [19,] 1.728077e-71 5.132351e-60 1.368981e-49 3.279817e-40 7.059801e-32 [20,] 4.909827e-84 1.588827e-71 4.617466e-60 1.205228e-49 2.825711e-40 [21,] 1.253864e-97 4.421003e-84 1.399917e-71 3.981134e-60 1.016855e-49 [22,] 2.878056e-112 1.105685e-97 3.814804e-84 1.182031e-71 3.289363e-60 [23,] 5.937852e-128 2.485557e-112 9.343832e-98 3.154559e-84 9.564643e-72 [24,] 1.101064e-144 5.021925e-128 2.057000e-112 7.566747e-98 2.499744e-84 [25,] 1.835215e-162 9.120260e-145 4.070365e-128 1.631434e-112 5.872389e-98 [26,] 2.749235e-181 1.488661e-162 7.239114e-145 3.161439e-128 1.239915e-112 [27,] 3.701950e-201 2.184123e-181 1.157255e-162 5.506692e-145 2.353204e-128 [28,] 4.480454e-222 2.880257e-201 1.662822e-181 8.621239e-163 4.014214e-145 [29,] 4.873715e-244 3.413761e-222 2.147391e-201 1.213107e-181 6.154507e-163 [30,] 4.765360e-267 3.636900e-244 2.492711e-222 1.534342e-201 8.481620e-182 [31,] 4.187974e-291 3.482590e-267 2.600790e-244 1.744288e-222 1.050599e-201 [32,] 3.307922e-316 2.997212e-291 2.438844e-267 1.782217e-244 1.169616e-222 [33,] 0.000000e+00 2.318477e-316 2.055574e-291 1.636716e-267 1.170361e-244 [34,] 0.000000e+00 0.000000e+00 1.557442e-316 1.351181e-291 1.052740e-267 [35,] 0.000000e+00 0.000000e+00 0.000000e+00 1.002465e-316 8.510215e-292 [36,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.183441e-317 [37,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [38,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [39,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [40,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [41,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [42,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [43,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [44,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,11] [,12] [,13] [,14] [,15] [1,] 9.696434e-27 2.240568e-33 4.888951e-41 9.731995e-50 1.748695e-59 [2,] 1.163032e-20 2.618310e-26 5.995939e-33 1.284932e-40 2.505398e-49 [3,] 1.531515e-15 2.991443e-20 6.799600e-26 1.539285e-32 3.237273e-40 [4,] 2.390460e-11 3.663164e-15 7.434722e-20 1.696993e-25 3.789894e-32 [5,] 4.305704e-08 5.261155e-11 8.513777e-15 1.782989e-19 4.067632e-25 [6,] 9.100610e-06 8.839367e-08 1.125761e-10 1.920604e-14 4.121297e-19 [7,] 4.239903e-04 1.732982e-05 1.757289e-07 2.343076e-10 4.199745e-14 [8,] 8.577163e-03 6.858831e-04 3.202707e-05 3.386872e-07 4.743798e-10 [9,] 6.622003e-02 1.231152e-02 1.084777e-03 5.742908e-05 6.335514e-07 [10,] 2.118461e-01 8.374327e-02 1.714659e-02 1.679779e-03 9.992119e-05 [11,] 2.225937e-01 2.395520e-01 1.044554e-01 2.317903e-02 2.549487e-03 [12,] 1.471486e-01 2.392446e-01 2.663962e-01 1.282988e-01 3.044406e-02 [13,] 4.133023e-02 1.500013e-01 2.520812e-01 2.918427e-01 1.549201e-01 [14,] 2.203716e-03 4.105210e-02 1.491436e-01 2.608018e-01 3.154034e-01 [15,] 1.410118e-05 2.097819e-03 3.967530e-02 1.448952e-01 2.653758e-01 [16,] 8.944900e-09 1.290173e-05 1.935477e-03 3.739383e-02 1.377897e-01 [17,] 5.270639e-13 7.931895e-09 1.138758e-05 1.735200e-03 3.444265e-02 [18,] 2.824290e-18 4.553848e-13 6.763747e-09 9.715753e-06 1.515932e-03 [19,] 1.366426e-24 2.383978e-18 3.776992e-13 5.553002e-09 8.032376e-06 [20,] 5.953140e-32 1.128267e-24 1.930030e-18 3.009140e-13 4.396146e-09 [21,] 2.333128e-40 4.811405e-32 8.931454e-25 1.499129e-18 2.304828e-13 [22,] 8.221666e-50 1.846206e-40 3.727198e-32 6.779233e-25 1.117655e-18 [23,] 2.604561e-60 6.370697e-50 1.400141e-40 2.767731e-32 4.934994e-25 [24,] 7.416577e-72 1.976322e-60 4.730707e-50 1.017698e-40 1.970271e-32 [25,] 1.898344e-84 5.511401e-72 1.437165e-60 3.366766e-50 7.090242e-41 [26,] 4.367279e-98 1.381489e-84 3.924772e-72 1.001533e-60 2.296320e-50 [27,] 9.031058e-113 3.112654e-98 9.634748e-85 2.678530e-72 6.688997e-61 [28,] 1.678576e-128 6.303654e-113 2.125958e-98 6.439409e-85 1.751836e-72 [29,] 2.804121e-145 1.147388e-128 4.216301e-113 1.391469e-98 4.124265e-85 [30,] 4.210606e-163 1.877241e-145 7.516251e-129 2.702710e-113 8.728039e-99 [31,] 5.682838e-182 2.760596e-163 1.204330e-145 4.718490e-129 1.660252e-113 [32,] 6.893426e-202 3.648684e-182 1.734370e-163 7.403921e-146 2.838522e-129 [33,] 7.515800e-223 4.334510e-202 2.244961e-182 1.044220e-163 4.361986e-146 [34,] 7.366103e-245 4.628752e-223 2.612124e-202 1.323847e-182 6.025466e-164 [35,] 6.488150e-268 4.442329e-245 2.731518e-223 1.508384e-202 7.480454e-183 [36,] 5.136583e-292 3.832021e-268 2.567348e-245 1.544743e-223 8.347105e-203 [37,] 3.655589e-317 2.971476e-292 2.169153e-268 1.422077e-245 8.372673e-224 [38,] 0.000000e+00 2.070772e-317 1.647076e-292 1.176550e-268 7.547711e-246 [39,] 0.000000e+00 0.000000e+00 1.124107e-317 8.749197e-293 6.115567e-269 [40,] 0.000000e+00 0.000000e+00 0.000000e+00 5.848650e-318 4.454363e-293 [41,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.915748e-318 [42,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [43,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [44,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,16] [,17] [,18] [,19] [,20] [1,] 2.827122e-70 4.107711e-82 5.361484e-95 6.285728e-109 6.618305e-124 [2,] 4.406584e-59 6.971791e-70 9.912203e-82 1.266034e-94 1.452351e-108 [3,] 6.181899e-49 1.064214e-58 1.647656e-69 2.292403e-81 2.865023e-94 [4,] 7.817855e-40 1.461835e-48 2.462959e-58 3.731727e-69 5.080470e-81 [5,] 8.947590e-32 1.809489e-39 3.312592e-48 5.462410e-58 8.098798e-69 [6,] 9.360737e-25 2.025460e-31 4.014197e-39 7.194363e-48 1.161006e-57 [7,] 9.172165e-19 2.067302e-24 4.395520e-31 8.534997e-39 1.497355e-47 [8,] 8.889098e-14 1.963633e-18 4.379995e-24 9.143840e-31 1.739089e-38 [9,] 9.339494e-10 1.818624e-13 4.041088e-18 8.901416e-24 1.823344e-30 [10,] 1.151357e-06 1.786668e-09 3.591586e-13 7.989413e-18 1.734779e-23 [11,] 1.687457e-04 2.034249e-06 3.317713e-09 6.838790e-13 1.516688e-17 [12,] 3.795190e-03 2.767482e-04 3.495781e-06 5.972595e-09 1.254135e-12 [13,] 3.891349e-02 5.542663e-03 4.410549e-04 5.843069e-06 1.040934e-08 [14,] 1.836488e-01 4.850905e-02 7.941467e-03 6.835103e-04 9.495870e-06 [15,] 3.366136e-01 2.135302e-01 5.912878e-02 1.116042e-02 1.030591e-03 [16,] 2.660224e-01 3.550160e-01 2.434100e-01 7.067925e-02 1.537808e-02 [17,] 1.284872e-01 2.631653e-01 3.701585e-01 2.720523e-01 8.310242e-02 [18,] 3.105866e-02 1.176905e-01 2.573708e-01 3.816060e-01 2.982612e-01 [19,] 1.294213e-03 2.745318e-02 1.060781e-01 2.492785e-01 3.889603e-01 [20,] 6.453123e-06 1.082484e-03 2.379906e-02 9.425932e-02 2.395361e-01 [21,] 3.362646e-09 5.053724e-06 8.886671e-04 2.023065e-02 8.275316e-02 [22,] 1.699108e-13 2.491201e-09 3.870259e-06 7.167300e-04 1.685087e-02 [23,] 8.002651e-19 1.207363e-13 1.792732e-09 2.906603e-06 5.677999e-04 [24,] 3.446333e-25 5.507473e-19 8.285411e-14 1.257162e-09 2.145122e-06 [25,] 1.344838e-32 2.309837e-25 3.647097e-19 5.504116e-14 8.619497e-10 [26,] 4.734880e-41 8.802809e-33 1.486593e-25 2.327099e-19 3.549607e-14 [27,] 1.501145e-50 3.031243e-41 5.527478e-33 9.194490e-26 1.433359e-19 [28,] 4.281424e-61 9.405605e-51 1.860610e-41 3.330727e-33 5.470345e-26 [29,] 1.097981e-72 2.626261e-61 5.648765e-51 1.095164e-41 1.926950e-33 [30,] 2.531478e-85 6.595171e-73 1.544053e-61 3.252223e-51 6.183297e-42 [31,] 5.246487e-99 1.489048e-85 3.796594e-73 8.700842e-62 1.795168e-51 [32,] 9.773235e-114 3.022079e-99 8.393683e-86 2.094534e-73 4.699406e-62 [33,] 1.636395e-129 5.513174e-114 1.668256e-99 4.534386e-86 1.107455e-73 [34,] 2.462936e-146 9.041056e-130 2.980696e-114 8.826043e-100 2.347663e-86 [35,] 3.331600e-164 1.332534e-146 4.786620e-130 1.544215e-114 4.474505e-100 [36,] 4.050642e-183 1.765268e-164 6.909070e-147 2.428546e-130 7.666559e-115 [37,] 4.427038e-203 2.102131e-183 8.964530e-165 3.433270e-147 1.180866e-130 [38,] 4.348386e-224 2.249766e-203 1.045364e-183 4.362226e-165 1.634758e-147 [39,] 3.838957e-246 2.164141e-224 1.095668e-203 4.981747e-184 2.034159e-165 [40,] 3.046657e-269 1.871356e-246 1.032312e-224 5.114160e-204 2.275285e-184 [41,] 2.172960e-293 1.454280e-269 8.741104e-247 4.718379e-225 2.287264e-204 [42,] 1.392998e-318 1.015803e-293 6.652605e-270 3.912748e-247 2.066655e-225 [43,] 0.000000e+00 6.378239e-319 4.551397e-294 2.916730e-270 1.678583e-247 [44,] 0.000000e+00 0.000000e+00 2.798437e-319 1.954017e-294 1.225288e-270 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 1.176617e-319 8.039036e-295 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.741548e-320 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,21] [,22] [,23] [,24] [,25] [1,] 6.258611e-140 5.315269e-157 4.053912e-175 2.776726e-194 1.708049e-214 [2,] 1.496410e-123 1.384689e-139 1.150693e-156 8.587725e-175 5.755807e-194 [3,] 3.216212e-108 3.242627e-123 2.936040e-139 2.387489e-156 1.743539e-174 [4,] 6.213447e-94 6.825329e-108 6.733493e-123 5.965923e-139 4.747106e-156 [5,] 1.078967e-80 1.291253e-93 1.387925e-107 1.339840e-122 1.161609e-138 [6,] 1.684530e-68 2.196080e-80 2.571699e-93 2.704882e-107 2.555101e-122 [7,] 2.364865e-57 3.357717e-68 4.283388e-80 4.908344e-93 5.051691e-107 [8,] 2.986499e-47 4.615966e-57 6.413318e-68 8.005778e-80 8.976851e-93 [9,] 3.396290e-38 5.708691e-47 8.634677e-57 1.173965e-67 1.434020e-79 [10,] 3.484971e-30 6.356349e-38 1.045700e-46 1.547838e-56 2.059306e-67 [11,] 3.241859e-23 6.384282e-30 1.140095e-37 1.835695e-46 2.659040e-56 [12,] 2.763564e-17 5.808144e-23 1.120915e-29 1.959685e-37 3.088117e-46 [13,] 2.213104e-12 4.831716e-17 9.975741e-23 1.886218e-29 3.228199e-37 [14,] 1.753998e-08 3.754975e-12 8.103409e-17 1.642389e-22 3.041896e-29 [15,] 1.499407e-05 2.853746e-08 6.121920e-12 1.303438e-16 2.591871e-22 [16,] 1.512446e-03 2.298069e-05 4.477812e-08 9.585729e-12 2.010508e-16 [17,] 2.076740e-02 2.160592e-03 3.414703e-05 6.768962e-08 1.440890e-11 [18,] 9.638641e-02 2.747366e-02 3.003856e-03 4.912941e-05 9.849039e-08 [19,] 3.209832e-01 1.105526e-01 3.558606e-02 4.062457e-03 6.835728e-05 [20,] 3.918837e-01 3.393756e-01 1.256184e-01 4.510441e-02 5.340492e-03 [21,] 2.287523e-01 3.901275e-01 3.528412e-01 1.415426e-01 5.590465e-02 [22,] 7.198364e-02 2.174753e-01 3.835700e-01 3.610425e-01 1.581653e-01 [23,] 1.373957e-02 6.228731e-02 2.061968e-01 3.722645e-01 3.639056e-01 [24,] 4.413043e-04 1.095873e-02 5.392516e-02 1.953717e-01 3.564926e-01 [25,] 1.557311e-06 3.358513e-04 8.553773e-03 4.709353e-02 1.854382e-01 [26,] 5.795739e-10 1.111812e-06 2.497312e-04 6.551841e-03 4.192978e-02 [27,] 2.229481e-14 3.830757e-10 7.794595e-07 1.811028e-04 4.959768e-03 [28,] 8.542037e-20 1.368397e-14 2.491971e-10 5.353979e-07 1.280159e-04 [29,] 3.134990e-26 4.938753e-20 8.233709e-15 1.595273e-10 3.594156e-07 [30,] 1.071170e-33 1.733578e-26 2.779198e-20 4.869218e-15 1.003641e-10 [31,] 3.349949e-42 5.726507e-34 9.270313e-27 1.527306e-20 2.834393e-15 [32,] 9.501876e-52 1.742268e-42 2.947948e-34 4.806470e-27 8.223678e-21 [33,] 2.433190e-62 4.823782e-52 8.704983e-43 1.463703e-34 2.423821e-27 [34,] 5.612761e-74 1.207849e-62 2.349798e-52 4.182021e-43 7.024639e-35 [35,] 1.164862e-86 2.726344e-74 5.749076e-63 1.098671e-52 1.933998e-43 [36,] 2.174007e-100 5.539200e-87 1.269487e-74 2.624406e-63 4.934054e-53 [37,] 3.648035e-115 1.012327e-100 2.524824e-87 5.667202e-75 1.149438e-63 [38,] 5.502310e-131 1.663338e-115 4.517500e-101 1.102958e-87 2.425637e-75 [39,] 7.459780e-148 2.456867e-131 7.268410e-116 1.931995e-101 4.618585e-88 [40,] 9.091421e-166 3.262327e-148 1.051447e-131 3.043980e-116 7.919696e-102 [41,] 9.958026e-185 3.893338e-166 1.367154e-148 4.311732e-132 1.221635e-116 [42,] 9.803648e-205 4.176331e-185 1.597867e-166 5.490325e-149 1.694475e-132 [43,] 8.676084e-226 4.027073e-205 1.678768e-185 6.284768e-167 2.113154e-149 [44,] 6.900541e-248 3.489884e-226 1.585160e-205 6.465853e-186 2.368667e-167 [45,] 4.933023e-271 2.718339e-248 1.345330e-226 5.979158e-206 2.386538e-186 [46,] 3.170084e-295 1.903364e-271 1.026380e-248 4.970249e-227 2.161529e-206 [47,] 1.831007e-320 1.197728e-295 7.037339e-272 3.713134e-249 1.759477e-227 [48,] 0.000000e+00 6.773640e-321 4.336899e-296 2.493298e-272 1.287298e-249 [49,] 0.000000e+00 0.000000e+00 2.401159e-321 1.504997e-296 8.466436e-273 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 8.152083e-322 5.004269e-297 [,26] [,27] [,28] [,29] [,30] [1,] 9.435745e-236 4.681231e-258 2.085734e-281 8.345770e-306 0.000000e+00 [2,] 3.464520e-214 1.872786e-235 9.091763e-258 3.963845e-281 1.551982e-305 [3,] 1.143488e-193 6.735042e-214 3.562571e-235 1.692371e-257 7.219867e-281 [4,] 3.392277e-174 2.177023e-193 1.254727e-213 6.494485e-235 3.018854e-257 [5,] 9.044425e-156 6.324304e-174 3.971546e-193 2.239833e-213 1.134421e-234 [6,] 2.167641e-138 1.651507e-155 1.130028e-173 6.943978e-193 3.832044e-213 [7,] 4.669487e-122 3.876329e-138 2.889952e-155 1.934959e-173 1.163476e-192 [8,] 9.040594e-107 8.177104e-122 6.642408e-138 4.845799e-155 3.174761e-173 [9,] 1.573443e-92 1.550591e-106 1.372388e-121 1.090876e-137 7.787219e-155 [10,] 2.461492e-79 2.642822e-92 2.548535e-106 2.207201e-121 1.716749e-137 [11,] 3.461836e-67 4.049136e-79 4.254129e-92 4.014273e-106 3.401938e-121 [12,] 4.377433e-56 5.576802e-67 6.382951e-79 6.562111e-92 6.059096e-106 [13,] 4.978609e-46 6.906116e-56 8.609683e-67 9.642760e-79 9.700506e-92 [14,] 5.096139e-37 7.691673e-46 1.044110e-55 1.273744e-66 1.395947e-78 [15,] 4.701455e-29 7.709700e-37 1.138795e-45 1.512745e-55 1.805843e-66 [16,] 3.920534e-22 6.964004e-29 1.117788e-36 1.615808e-45 2.100396e-55 [17,] 2.973372e-16 5.683855e-22 9.885668e-29 1.553048e-36 2.196993e-45 [18,] 2.078568e-11 4.215838e-16 7.897763e-22 1.344858e-28 2.067853e-36 [19,] 1.378343e-07 2.876841e-11 5.730403e-16 1.051781e-21 1.753376e-28 [20,] 9.186782e-05 1.854111e-07 3.819342e-11 7.466457e-16 1.342408e-21 [21,] 6.818148e-03 1.191287e-04 2.396174e-07 4.863172e-11 9.325259e-16 [22,] 6.770982e-02 8.445372e-03 1.489170e-04 2.973941e-07 5.938179e-11 [23,] 1.751591e-01 8.007566e-02 1.013957e-02 1.793147e-04 3.543599e-07 [24,] 3.616191e-01 1.920054e-01 9.240011e-02 1.178938e-02 2.078615e-04 [25,] 3.368050e-01 3.546219e-01 2.080058e-01 1.039631e-01 1.326543e-02 [26,] 1.768206e-01 3.140281e-01 3.435660e-01 2.223301e-01 1.139965e-01 [27,] 3.851045e-02 1.699053e-01 2.892168e-01 3.292462e-01 2.340946e-01 [28,] 3.763604e-03 3.684203e-02 1.649902e-01 2.635516e-01 3.124994e-01 [29,] 8.838906e-05 2.930609e-03 3.684706e-02 1.622213e-01 2.381946e-01 [30,] 2.353309e-07 6.003667e-05 2.413297e-03 3.835059e-02 1.615370e-01 [31,] 6.191782e-11 1.502187e-07 4.075678e-05 2.154539e-03 4.107329e-02 [32,] 1.624324e-15 3.736629e-11 9.373933e-08 2.844525e-05 2.092504e-03 [33,] 4.350488e-21 9.154119e-16 2.201915e-11 5.769088e-08 2.120709e-05 [34,] 1.192899e-27 2.265245e-21 5.063432e-16 1.267283e-11 3.569928e-08 [35,] 3.266801e-35 5.748506e-28 1.161463e-21 2.742904e-16 7.154661e-12 [36,] 8.623473e-44 1.476599e-35 2.720452e-28 5.859679e-22 1.453422e-16 [37,] 2.130284e-53 3.714767e-44 6.509199e-36 1.266922e-28 2.904286e-22 [38,] 4.831797e-64 8.850911e-54 1.549727e-44 2.807668e-36 5.810767e-29 [39,] 9.957120e-76 1.950542e-64 3.544392e-54 6.279644e-45 1.188733e-36 [40,] 1.854261e-88 3.921206e-76 7.568617e-65 1.370626e-54 2.479844e-45 [41,] 3.111558e-102 7.137013e-89 1.481934e-76 2.825382e-65 5.130027e-55 [42,] 4.698964e-117 1.171778e-102 2.634462e-89 5.377740e-77 1.016205e-65 [43,] 6.382620e-133 1.732364e-117 4.230756e-103 9.328612e-90 1.875414e-77 [44,] 7.793964e-150 2.303762e-133 6.121198e-118 1.464387e-103 3.169629e-90 [45,] 8.555584e-168 2.754761e-150 7.969583e-134 2.073115e-118 4.860583e-104 [46,] 8.442794e-187 2.961618e-168 9.332378e-151 2.642457e-134 6.731193e-119 [47,] 7.487978e-207 2.861840e-187 9.824274e-169 3.029494e-151 8.396841e-135 [48,] 5.969254e-228 2.485719e-207 9.296864e-188 3.122974e-169 9.425113e-152 [49,] 4.277615e-250 1.940835e-228 7.908938e-208 2.894424e-188 9.514824e-170 [50,] 2.754895e-273 1.361923e-250 6.046976e-229 2.411137e-208 8.634874e-189 [,31] [,32] [,33] [,34] [,35] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 2.766142e-305 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 1.260234e-280 4.724631e-305 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 5.159938e-257 2.107767e-280 7.732286e-305 0.000000e+00 0.000000e+00 [6,] 1.899171e-234 8.452901e-257 3.378741e-280 1.212873e-304 0.000000e+00 [7,] 6.282814e-213 3.046908e-234 1.327004e-256 5.190343e-280 1.823153e-304 [8,] 1.867965e-192 9.870401e-213 4.683912e-234 1.996153e-256 7.639802e-280 [9,] 4.992321e-173 2.874298e-192 1.486172e-212 6.901089e-234 2.877860e-256 [10,] 1.199187e-154 7.522768e-173 4.238156e-192 2.144310e-212 9.743213e-234 [11,] 2.589202e-137 1.769775e-154 1.086375e-172 5.988990e-192 2.965048e-212 [12,] 5.024594e-121 3.742064e-137 2.502842e-154 1.503379e-172 8.109773e-192 [13,] 8.764637e-106 7.112124e-121 5.182999e-137 3.392171e-154 1.993796e-172 [14,] 1.374160e-91 1.214923e-105 9.646833e-121 6.879227e-137 4.405582e-154 [15,] 1.936621e-78 1.865460e-91 1.613870e-105 1.253944e-120 8.749847e-137 [16,] 2.453576e-66 2.574784e-78 2.426922e-91 2.054535e-105 1.562040e-120 [17,] 2.794686e-55 3.194564e-66 3.280408e-78 3.025643e-91 2.506363e-105 [18,] 2.862710e-45 3.563457e-55 3.985930e-66 4.005185e-78 3.614785e-91 [19,] 2.638621e-36 3.574742e-45 4.354402e-55 4.766161e-66 4.686356e-78 [20,] 2.190713e-28 3.226527e-36 4.277685e-45 5.098958e-55 5.461328e-66 [21,] 1.642061e-21 2.623123e-28 3.781019e-36 4.905546e-45 5.721962e-55 [22,] 1.116373e-15 1.925007e-21 3.010018e-28 4.246136e-36 5.391030e-45 [23,] 6.952649e-11 1.280990e-15 2.162754e-21 3.310040e-28 4.569647e-36 [24,] 4.052882e-07 7.805268e-11 1.408867e-15 2.328736e-21 3.488323e-28 [25,] 2.318613e-04 4.448592e-07 8.401293e-11 1.485168e-15 2.403066e-21 [26,] 1.443728e-02 2.488017e-04 4.685766e-07 8.669944e-11 1.500579e-15 [27,] 1.217748e-01 1.519336e-02 2.567957e-04 4.736125e-07 8.578188e-11 [28,] 2.424579e-01 1.267102e-01 1.545969e-02 2.549353e-04 4.593642e-07 [29,] 2.940910e-01 2.467153e-01 1.284312e-01 1.521248e-02 2.434643e-04 [30,] 2.141378e-01 2.746184e-01 2.463784e-01 1.268286e-01 1.448180e-02 [31,] 1.626395e-01 1.920811e-01 2.544597e-01 2.412296e-01 1.220598e-01 [32,] 4.463733e-02 1.650059e-01 1.723705e-01 2.337838e-01 2.313468e-01 [33,] 2.164938e-03 4.858832e-02 1.679396e-01 1.550094e-01 2.126199e-01 [34,] 1.742988e-05 2.312642e-03 5.243339e-02 1.706501e-01 1.397314e-01 [35,] 2.296057e-08 1.581383e-05 2.482366e-03 5.569043e-02 1.723448e-01 [36,] 4.010425e-12 1.599794e-08 1.536492e-05 2.629423e-03 5.794095e-02 [37,] 7.544098e-17 2.287559e-12 1.240533e-08 1.536607e-05 2.719978e-03 [38,] 1.411748e-22 3.862263e-17 1.379964e-12 1.059994e-08 1.533901e-05 [39,] 2.623932e-29 6.728408e-23 1.983356e-17 9.163366e-13 9.602394e-09 [40,] 4.951465e-37 1.165186e-29 3.154282e-23 1.053750e-17 6.792001e-13 [41,] 9.575993e-46 2.031416e-37 5.083442e-30 1.469873e-23 6.041724e-18 [42,] 1.863840e-55 3.627531e-46 8.209805e-38 2.181097e-30 6.965185e-24 [43,] 3.528156e-66 6.594910e-56 1.351537e-46 3.266867e-38 9.258085e-31 [44,] 6.290840e-78 1.184946e-66 2.280097e-56 4.960140e-47 1.279935e-38 [45,] 1.034031e-90 2.032459e-78 3.860438e-67 7.729115e-57 1.794333e-47 [46,] 1.547660e-104 3.241238e-91 6.335557e-79 1.224071e-67 2.576123e-57 [47,] 2.095283e-119 4.728111e-105 9.769187e-92 1.909550e-79 3.789946e-68 [48,] 2.557658e-135 6.254159e-120 1.386550e-105 2.835324e-92 5.579821e-80 [49,] 2.810700e-152 7.468679e-136 1.790508e-120 3.906596e-106 7.936944e-93 [50,] 2.778043e-170 8.032879e-153 2.090538e-136 4.918175e-121 1.058186e-106 [,36] [,37] [,38] [,39] [,40] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [8,] 2.625945e-304 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [9,] 1.077797e-279 3.624976e-304 0.000000e+00 0.000000e+00 0.000000e+00 [10,] 3.975864e-256 1.457010e-279 4.795221e-304 0.000000e+00 0.000000e+00 [11,] 1.318331e-233 5.264040e-256 1.887682e-279 6.079108e-304 0.000000e+00 [12,] 3.928832e-212 1.709310e-233 6.678711e-256 2.343507e-279 7.384956e-304 [13,] 1.052443e-191 4.989067e-212 2.124001e-233 8.120674e-256 2.788287e-279 [14,] 2.533859e-172 1.308776e-191 6.071036e-212 2.529081e-233 9.461732e-256 [15,] 5.483274e-154 3.085919e-172 1.559710e-191 7.079558e-212 2.885869e-233 [16,] 1.066575e-136 6.540304e-154 3.601802e-172 1.781335e-191 7.911878e-212 [17,] 1.864654e-120 1.245845e-136 7.475605e-154 4.028411e-172 1.949530e-191 [18,] 2.930116e-105 2.133074e-120 1.394592e-136 8.188333e-154 4.317710e-172 [19,] 4.138786e-91 3.282798e-105 2.338526e-120 1.496066e-136 8.595499e-154 [20,] 5.254642e-78 4.540982e-91 3.524493e-105 2.456753e-120 1.537946e-136 [21,] 5.997138e-66 5.646256e-78 4.774680e-91 3.626264e-105 2.473408e-120 [22,] 6.153443e-55 6.310921e-66 5.814170e-78 4.811060e-91 3.575428e-105 [23,] 5.677551e-45 6.341457e-55 6.364207e-66 5.737333e-78 4.645531e-91 [24,] 4.712908e-36 5.730083e-45 6.262903e-55 6.150431e-66 5.425574e-78 [25,] 3.523052e-28 4.658039e-36 5.542060e-45 5.927424e-55 5.696039e-66 [26,] 2.376543e-21 3.409847e-28 4.411933e-36 5.136713e-45 5.376028e-55 [27,] 1.453193e-15 2.252461e-21 3.162782e-28 4.004624e-36 4.562532e-45 [28,] 8.137541e-11 1.348873e-15 2.046010e-21 2.811388e-28 3.483430e-36 [29,] 4.275750e-07 7.401476e-11 1.200077e-15 1.781123e-21 2.394918e-28 [30,] 2.237275e-04 3.819776e-07 6.454958e-11 1.023391e-15 1.486006e-21 [31,] 1.334524e-02 1.979039e-04 3.275753e-07 5.398151e-11 8.365309e-16 [32,] 1.145148e-01 1.191349e-02 1.686062e-04 2.697300e-07 4.329215e-11 [33,] 2.171019e-01 1.047547e-01 1.031191e-02 1.384428e-04 2.133163e-07 [34,] 1.909642e-01 1.991366e-01 9.343861e-02 8.662181e-03 1.096481e-04 [35,] 1.261122e-01 1.688888e-01 1.783173e-01 8.125304e-02 7.067998e-03 [36,] 1.723153e-01 1.136870e-01 1.466195e-01 1.556715e-01 6.885258e-02 [37,] 5.887663e-02 1.700074e-01 1.020478e-01 1.245591e-01 1.323059e-01 [38,] 2.732716e-03 5.833119e-02 1.650685e-01 9.090333e-02 1.032509e-01 [39,] 1.500506e-05 2.659420e-03 5.629161e-02 1.573737e-01 8.010031e-02 [40,] 8.855052e-09 1.424641e-05 2.504130e-03 5.288817e-02 1.470321e-01 [41,] 5.480907e-13 8.082608e-09 1.306779e-05 2.280819e-03 4.836607e-02 [42,] 3.860466e-18 4.610091e-13 7.188743e-09 1.155747e-05 2.009960e-03 [43,] 3.484177e-24 2.737828e-18 3.894745e-13 6.181648e-09 9.849244e-06 [44,] 3.947239e-31 1.917390e-24 2.075621e-18 3.229926e-13 5.120828e-09 [45,] 4.951713e-39 1.741261e-31 1.181440e-24 1.610804e-18 2.597741e-13 [46,] 6.400019e-48 1.909762e-39 8.287041e-32 7.968895e-25 1.240494e-18 [47,] 8.457906e-58 2.253884e-48 7.500432e-40 4.402162e-32 5.629417e-25 [48,] 1.149743e-68 2.739183e-58 7.880529e-49 3.111056e-40 2.606013e-32 [49,] 1.585641e-80 3.428432e-69 8.762534e-59 2.775047e-49 1.421246e-40 [50,] 2.146936e-93 4.397055e-81 1.007192e-69 2.777771e-59 1.012406e-49 [,41] [,42] [,43] [,44] [,45] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [13,] 8.597869e-304 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [14,] 3.178971e-279 9.592351e-304 0.000000e+00 0.000000e+00 0.000000e+00 [15,] 1.056465e-255 3.473406e-279 1.025501e-303 0.000000e+00 0.000000e+00 [16,] 3.155890e-233 1.130539e-255 3.636892e-279 1.050778e-303 0.000000e+00 [17,] 8.472950e-212 3.307198e-233 1.159227e-255 3.649313e-279 1.031723e-303 [18,] 2.044656e-191 8.695763e-212 3.321077e-233 1.139157e-255 3.509115e-279 [19,] 4.435075e-172 2.055186e-191 8.552372e-212 3.196351e-233 1.072832e-255 [20,] 8.646333e-154 4.365594e-172 1.979437e-191 8.060674e-212 2.947884e-233 [21,] 1.515119e-136 8.335262e-154 4.117946e-172 1.827143e-191 7.280716e-212 [22,] 2.386361e-120 1.430435e-136 7.700020e-154 3.722594e-172 1.616253e-191 [23,] 3.378268e-105 2.206390e-120 1.294095e-136 6.816802e-154 3.224822e-172 [24,] 4.298766e-91 3.059024e-105 1.954903e-120 1.122017e-136 5.783432e-154 [25,] 4.916854e-78 3.812116e-91 2.654366e-105 1.659939e-120 9.322627e-137 [26,] 5.055277e-66 4.270124e-78 3.239489e-91 2.207290e-105 1.350712e-120 [27,] 4.672640e-55 4.299602e-66 3.553721e-78 2.638194e-91 1.758984e-105 [28,] 3.883618e-45 3.892048e-55 3.504346e-66 2.834324e-78 2.058950e-91 [29,] 2.903776e-36 3.167963e-45 3.106619e-55 2.737188e-66 2.166311e-78 [30,] 1.955148e-28 2.319717e-36 2.476397e-45 2.376382e-55 2.048838e-66 [31,] 1.188210e-21 1.529663e-28 1.775870e-36 1.855162e-45 1.742022e-55 [32,] 6.554513e-16 9.105777e-22 1.146897e-28 1.302888e-36 1.331832e-45 [33,] 3.329919e-11 4.923092e-16 6.687878e-22 8.241122e-29 9.160452e-37 [34,] 1.620906e-07 2.456856e-11 3.544748e-16 4.707920e-22 5.675130e-29 [35,] 8.384547e-05 1.183952e-07 1.739061e-11 2.446929e-16 3.176450e-22 [36,] 5.606532e-03 6.196905e-05 8.317504e-08 1.181241e-11 1.619456e-16 [37,] 5.681495e-02 4.326036e-03 4.431944e-05 5.623880e-08 7.701198e-12 [38,] 1.093118e-01 4.561031e-02 3.248219e-03 3.070966e-05 3.662772e-08 [39,] 8.329703e-02 8.766761e-02 3.558313e-02 2.373533e-03 2.064195e-05 [40,] 6.961332e-02 6.525686e-02 6.815271e-02 2.694524e-02 1.687485e-03 [41,] 1.343748e-01 5.951482e-02 4.955541e-02 5.128892e-02 1.978047e-02 [42,] 4.304562e-02 1.199241e-01 4.993749e-02 3.642378e-02 3.731925e-02 [43,] 1.714628e-03 3.727843e-02 1.043436e-01 4.103761e-02 2.588263e-02 [44,] 8.088044e-06 1.416873e-03 3.140699e-02 8.837138e-02 3.296385e-02 [45,] 4.080396e-09 6.402870e-06 1.134990e-03 2.573229e-02 7.274312e-02 [46,] 2.014450e-13 3.125993e-09 4.889935e-06 8.820052e-04 2.049237e-02 [47,] 9.314294e-19 1.502186e-13 2.302678e-09 3.605886e-06 6.653460e-04 [48,] 4.005465e-25 6.758370e-19 1.076003e-13 1.631544e-09 2.570007e-06 [49,] 1.656737e-32 2.800975e-25 4.719162e-19 7.400956e-14 1.112635e-09 [50,] 7.293563e-41 1.081645e-32 1.900037e-25 3.165121e-19 4.888313e-14 [,46] [,47] [,48] [,49] [,50] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [13,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [14,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [15,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [16,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [17,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [18,] 9.707150e-304 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [19,] 3.233628e-279 8.753552e-304 0.000000e+00 0.000000e+00 0.000000e+00 [20,] 9.681264e-256 2.855541e-279 7.563534e-304 0.000000e+00 0.000000e+00 [21,] 2.605311e-233 8.372948e-256 2.416454e-279 6.263464e-304 0.000000e+00 [22,] 6.301711e-212 2.206683e-233 6.939112e-256 1.959758e-279 4.970617e-304 [23,] 1.369991e-191 5.227101e-212 1.790969e-233 5.511231e-256 1.523065e-279 [24,] 2.677076e-172 1.112926e-191 4.154866e-212 1.393093e-233 4.194813e-256 [25,] 4.701926e-154 2.129822e-172 8.663584e-192 3.165069e-212 1.038432e-233 [26,] 7.422689e-137 3.663447e-154 1.623706e-172 6.463311e-192 2.310534e-212 [27,] 1.053219e-120 5.663790e-137 2.735185e-154 1.186305e-172 4.620782e-192 [28,] 1.343248e-105 7.870498e-121 4.141361e-137 1.957104e-154 8.306061e-173 [29,] 1.539835e-91 9.830432e-106 5.636016e-121 2.902038e-137 1.341979e-154 [30,] 1.586656e-78 1.103629e-91 6.894087e-106 3.867811e-121 1.948803e-137 [31,] 1.469623e-66 1.113699e-78 7.579934e-92 4.633477e-106 2.543710e-121 [32,] 1.223722e-55 1.010232e-66 7.491023e-79 4.989137e-92 2.984276e-106 [33,] 9.162525e-46 8.238183e-56 6.654707e-67 4.828753e-79 3.146962e-92 [34,] 6.172076e-37 6.040893e-46 5.314656e-56 4.201040e-67 2.982875e-79 [35,] 3.745324e-29 3.985413e-37 3.816705e-46 3.285803e-56 2.541526e-67 [36,] 2.054133e-22 2.368895e-29 2.466167e-37 2.310986e-46 1.946774e-56 [37,] 1.027687e-16 1.273257e-22 1.435926e-29 1.462513e-37 1.340963e-46 [38,] 4.820654e-12 6.253911e-17 7.564878e-23 8.341928e-30 8.311754e-38 [39,] 2.299988e-08 2.898450e-12 3.650006e-17 4.308504e-23 4.644674e-30 [40,] 1.347468e-05 1.393992e-08 1.674683e-12 2.043449e-17 2.352333e-23 [41,] 1.166683e-03 8.550989e-06 8.164768e-09 9.304147e-13 1.097624e-17 [42,] 1.405966e-02 7.837931e-04 5.279162e-06 4.627632e-09 4.973864e-13 [43,] 2.622626e-02 9.664745e-03 5.111713e-04 3.172200e-06 2.541671e-09 [44,] 1.776588e-02 1.778332e-02 6.418211e-03 3.232825e-04 1.855411e-06 [45,] 2.583360e-02 1.177220e-02 1.162504e-02 4.113613e-03 1.980414e-04 [46,] 5.811562e-02 1.971752e-02 7.527705e-03 7.320861e-03 2.542390e-03 [47,] 1.585188e-02 4.500331e-02 1.463220e-02 4.644493e-03 4.438564e-03 [48,] 4.874521e-04 1.190142e-02 3.373830e-02 1.054076e-02 2.765120e-03 [49,] 1.772344e-06 3.469304e-04 8.664756e-03 2.445984e-02 7.360510e-03 [50,] 7.308517e-10 1.183930e-06 2.398730e-04 6.111291e-03 1.713197e-02 > 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 3.2951 0.9437 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/7j8lb1226320044.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] 87.34811 89.17676 91.00540 92.83405 94.66270 96.49135 98.32000 [8] 100.14865 101.97730 103.80594 105.63459 107.46324 109.29189 111.12054 [15] 112.94919 114.77784 116.60649 118.43513 120.26378 122.09243 123.92108 [22] 125.74973 127.57838 129.40703 131.23568 133.06432 134.89297 136.72162 [29] 138.55027 140.37892 142.20757 144.03622 145.86487 147.69351 149.52216 [36] 151.35081 153.17946 155.00811 156.83676 158.66541 160.49406 162.32270 [43] 164.15135 165.98000 167.80865 169.63730 171.46595 173.29460 175.12324 [50] 176.95189 $yords [1] 94.66190 96.61651 98.57113 100.52575 102.48036 104.43498 106.38960 [8] 108.34421 110.29883 112.25345 114.20806 116.16268 118.11729 120.07191 [15] 122.02653 123.98114 125.93576 127.89038 129.84499 131.79961 133.75423 [22] 135.70884 137.66346 139.61808 141.57269 143.52731 145.48192 147.43654 [29] 149.39116 151.34577 153.30039 155.25501 157.20962 159.16424 161.11886 [36] 163.07347 165.02809 166.98271 168.93732 170.89194 172.84655 174.80117 [43] 176.75579 178.71040 180.66502 182.61964 184.57425 186.52887 188.48349 [50] 190.43810 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.550091e-02 1.740603e-02 1.438294e-02 7.850106e-03 2.558124e-03 [2,] 1.575450e-02 2.216680e-02 2.452663e-02 2.002162e-02 1.084103e-02 [3,] 1.391210e-02 2.227515e-02 3.052242e-02 3.324079e-02 2.679934e-02 [4,] 1.131907e-02 1.995230e-02 3.046111e-02 4.052605e-02 4.337889e-02 [5,] 6.659903e-03 1.630587e-02 2.774288e-02 4.036656e-02 5.197470e-02 [6,] 2.231248e-03 9.351266e-03 2.268842e-02 3.743603e-02 5.194587e-02 [7,] 3.973224e-04 3.030277e-03 1.266225e-02 3.051390e-02 4.907023e-02 [8,] 4.132207e-05 5.318334e-04 3.982881e-03 1.656191e-02 3.970550e-02 [9,] 3.554235e-06 5.869511e-05 6.987113e-04 5.085653e-03 2.097271e-02 [10,] 3.082038e-07 5.920997e-06 8.436099e-05 9.084573e-04 6.340076e-03 [11,] 1.949805e-08 5.643045e-07 9.921047e-06 1.231708e-04 1.179092e-03 [12,] 7.700623e-10 3.656693e-08 1.008299e-06 1.653241e-05 1.822865e-04 [13,] 2.038248e-11 1.502813e-09 6.688190e-08 1.753471e-06 2.713591e-05 [14,] 3.638612e-13 4.227322e-11 2.889462e-09 1.196814e-07 2.967142e-06 [15,] 3.844204e-15 7.789550e-13 8.608769e-11 5.479668e-09 2.102617e-07 [16,] 2.140993e-17 8.161367e-15 1.616648e-12 1.715365e-10 1.024454e-08 [17,] 5.973385e-20 4.418549e-17 1.667058e-14 3.243798e-12 3.331948e-10 [18,] 8.221872e-23 1.191238e-19 8.753948e-17 3.273694e-14 6.279861e-12 [19,] 5.575703e-26 1.584386e-22 2.281217e-19 1.665414e-16 6.178707e-14 [20,] 1.871723e-29 1.041174e-25 2.936676e-22 4.198987e-19 3.044537e-16 [21,] 3.135584e-33 3.402624e-29 1.874967e-25 5.243323e-22 7.438503e-19 [22,] 2.648225e-37 5.582287e-33 5.985638e-29 3.262563e-25 9.034076e-22 [23,] 1.139362e-41 4.646378e-37 9.653245e-33 1.021204e-28 5.497563e-25 [24,] 2.516298e-46 1.980094e-41 7.944223e-37 1.624784e-32 1.693468e-28 [25,] 2.858822e-51 4.340486e-46 3.358889e-41 1.325245e-36 2.666171e-32 [26,] 1.663809e-56 4.885830e-51 7.303390e-46 5.561006e-41 2.157986e-36 [27,] 4.916072e-62 2.803393e-56 8.123288e-51 1.197054e-45 8.977334e-41 [28,] 7.296261e-68 8.115078e-62 4.578235e-56 1.311138e-50 1.907494e-45 [29,] 5.385908e-74 1.172844e-67 1.293578e-61 7.230831e-56 2.049712e-50 [30,] 1.961802e-80 8.388904e-74 1.814879e-67 1.987418e-61 1.102108e-55 [31,] 3.505938e-87 2.950054e-80 1.254919e-73 2.699683e-67 2.937999e-61 [32,] 3.062026e-94 5.077148e-87 4.253729e-80 1.801234e-73 3.855685e-67 [33,] 1.303631e-101 4.263313e-94 7.042649e-87 5.877671e-80 2.478568e-73 [34,] 2.701007e-109 1.743221e-101 5.681783e-94 9.353823e-87 7.778361e-80 [35,] 2.720670e-117 3.466534e-109 2.230300e-101 7.246621e-94 1.189102e-86 [36,] 1.331440e-125 3.349909e-117 4.255560e-109 2.729876e-101 8.842761e-94 [37,] 3.164378e-134 1.572363e-125 3.944639e-117 4.996871e-109 3.196064e-101 [38,] 3.651463e-143 3.583625e-134 1.775636e-125 4.442282e-117 5.611314e-109 [39,] 2.045461e-152 3.965168e-143 3.880598e-134 1.917551e-125 4.783977e-117 [40,] 5.561859e-162 2.129705e-152 4.116990e-143 4.018332e-134 1.980150e-125 [41,] 7.340515e-172 5.552188e-162 2.120111e-152 4.087481e-143 3.978636e-134 [42,] 4.702164e-182 7.025527e-172 5.299249e-162 2.018137e-152 3.880300e-143 [43,] 1.461917e-192 4.314701e-182 6.428818e-172 4.836283e-162 1.836829e-152 [44,] 2.205947e-203 1.286092e-192 3.785300e-182 5.625073e-172 4.220186e-162 [45,] 1.615518e-214 1.860540e-203 1.081724e-192 3.175363e-182 4.705930e-172 [46,] 5.742090e-226 1.306317e-214 1.500292e-203 8.699683e-193 2.546862e-182 [47,] 9.905324e-238 4.451421e-226 1.009896e-214 1.156793e-203 6.689730e-193 [48,] 8.292910e-250 7.361882e-238 3.299271e-226 7.465320e-215 8.528112e-204 [49,] 3.369590e-262 5.908963e-250 5.231086e-238 2.338161e-226 5.276317e-215 [50,] 6.645079e-275 2.301899e-262 4.025485e-250 3.554288e-238 1.584386e-226 [,6] [,7] [,8] [,9] [,10] [1,] 4.667188e-04 4.606378e-05 2.422737e-06 6.767348e-08 1.006331e-09 [2,] 3.525956e-03 6.464197e-04 6.458069e-05 3.464933e-06 9.947081e-08 [3,] 1.440323e-02 4.683562e-03 8.655299e-04 8.791098e-05 4.835003e-06 [4,] 3.452914e-02 1.843463e-02 6.007145e-03 1.123350e-03 1.165579e-04 [5,] 5.457811e-02 4.287645e-02 2.276592e-02 7.456409e-03 1.417316e-03 [6,] 6.451418e-02 6.630408e-02 5.138459e-02 2.717670e-02 8.979166e-03 [7,] 6.505307e-02 7.767993e-02 7.790963e-02 5.952670e-02 3.142176e-02 [8,] 6.253886e-02 7.945169e-02 9.095987e-02 8.872097e-02 6.677474e-02 [9,] 5.005548e-02 7.757552e-02 9.483027e-02 1.038645e-01 9.813390e-02 [10,] 2.579047e-02 6.124845e-02 9.376421e-02 1.108191e-01 1.159865e-01 [11,] 7.764325e-03 3.091850e-02 7.291605e-02 1.105783e-01 1.270066e-01 [12,] 1.538717e-03 9.405080e-03 3.630816e-02 8.471345e-02 1.274457e-01 [13,] 2.714823e-04 2.026606e-03 1.134456e-02 4.199244e-02 9.639779e-02 [14,] 4.357639e-05 4.030215e-04 2.691585e-03 1.369766e-02 4.809798e-02 [15,] 4.893444e-06 6.820701e-05 5.909739e-04 3.586782e-03 1.659574e-02 [16,] 3.637796e-07 7.888352e-06 1.039397e-04 8.499960e-04 4.760869e-03 [17,] 1.884248e-08 6.210235e-07 1.247405e-05 1.543540e-04 1.193904e-03 [18,] 6.287500e-10 3.398973e-08 1.046498e-06 1.941853e-05 2.239446e-04 [19,] 1.171409e-11 1.149395e-09 5.992107e-08 1.738561e-06 2.984140e-05 [20,] 1.120962e-13 2.103894e-11 2.031201e-09 1.028863e-07 2.840316e-06 [21,] 5.353304e-16 1.956002e-13 3.637639e-11 3.465322e-09 1.715664e-07 [22,] 1.270164e-18 9.065559e-16 3.285679e-13 6.056837e-11 5.703632e-09 [23,] 1.505127e-21 2.094537e-18 1.480941e-15 5.320220e-13 9.719700e-11 [24,] 8.990786e-25 2.430190e-21 3.342451e-18 2.338169e-15 8.317274e-13 [25,] 2.734917e-28 1.430145e-24 3.811050e-21 5.173133e-18 3.575321e-15 [26,] 4.269514e-32 4.307751e-28 2.216648e-24 5.816694e-21 7.781901e-18 [27,] 3.428745e-36 6.673415e-32 6.622330e-28 3.351787e-24 8.654169e-21 [28,] 1.410861e-40 5.309521e-36 1.017471e-31 9.935456e-28 4.946665e-24 [29,] 2.948576e-45 2.154153e-40 7.999352e-36 1.511142e-31 1.453400e-27 [30,] 3.096649e-50 4.411219e-45 3.188231e-40 1.170026e-35 2.181995e-31 [31,] 1.618093e-55 4.511909e-50 6.373512e-45 4.563720e-40 1.657600e-35 [32,] 4.173303e-61 2.284722e-55 6.329243e-50 8.876053e-45 6.304623e-40 [33,] 5.281996e-67 5.689536e-61 3.098668e-55 8.535200e-50 1.189443e-44 [34,] 3.267607e-73 6.935221e-67 7.438410e-61 4.032401e-55 1.105114e-49 [35,] 9.854712e-80 4.125093e-73 8.722974e-67 9.319191e-61 5.030741e-55 [36,] 1.446475e-86 1.194869e-79 4.985131e-73 1.050510e-66 1.118206e-60 [37,] 1.032217e-93 1.683308e-86 1.386259e-79 5.765267e-73 1.210883e-66 [38,] 3.578794e-101 1.152430e-93 1.873892e-86 1.538590e-79 6.378995e-73 [39,] 6.026007e-109 3.832274e-101 1.230589e-93 1.995214e-86 1.633358e-79 [40,] 4.926507e-117 6.188057e-109 3.924510e-101 1.256663e-93 2.031633e-86 [41,] 1.955221e-125 4.850914e-117 6.076580e-109 3.843140e-101 1.227134e-93 [42,] 3.766687e-134 1.845929e-125 4.567445e-117 5.705798e-109 3.598562e-101 [43,] 3.522113e-143 3.409537e-134 1.666433e-125 4.112074e-117 5.122685e-109 [44,] 1.598494e-152 3.056649e-143 2.951068e-134 1.438436e-125 3.539664e-117 [45,] 3.521053e-162 1.330005e-152 2.536485e-143 2.442236e-134 1.187135e-125 [46,] 3.764281e-172 2.808736e-162 1.058128e-152 2.012521e-143 1.932405e-134 [47,] 1.953151e-182 2.878818e-172 2.142353e-162 8.049011e-153 1.526680e-143 [48,] 4.918485e-193 1.432056e-182 2.105172e-172 1.562390e-162 5.853884e-153 [49,] 6.011200e-204 3.457331e-193 1.003968e-182 1.471883e-172 1.089377e-162 [50,] 3.565686e-215 4.051108e-204 2.323830e-193 6.729907e-183 9.839306e-173 [,11] [,12] [,13] [,14] [,15] [1,] 7.992652e-12 3.391612e-14 7.656104e-17 9.118851e-20 5.674594e-23 [2,] 1.528992e-09 1.258331e-11 5.523652e-14 1.283397e-16 1.562909e-19 [3,] 1.432533e-07 2.281040e-09 1.943852e-11 8.798682e-14 2.094595e-16 [4,] 6.601870e-06 2.024773e-07 3.340654e-09 2.940423e-11 1.366542e-13 [5,] 1.509710e-04 8.839518e-06 2.809839e-07 4.795445e-09 4.342815e-11 [6,] 1.743370e-03 1.914967e-04 1.161752e-05 3.824753e-07 6.729965e-09 [7,] 1.051710e-02 2.096027e-03 2.382332e-04 1.498216e-05 5.095805e-07 [8,] 3.526084e-02 1.201045e-02 2.467801e-03 2.907718e-04 1.892862e-05 [9,] 7.267096e-02 3.848473e-02 1.339997e-02 2.847908e-03 3.478561e-04 [10,] 1.056997e-01 7.688746e-02 4.093241e-02 1.462598e-02 3.220708e-03 [11,] 1.270376e-01 1.111834e-01 7.926380e-02 4.249847e-02 1.562653e-02 [12,] 1.429559e-01 1.368556e-01 1.145852e-01 7.981876e-02 4.313393e-02 [13,] 1.438282e-01 1.582255e-01 1.453882e-01 1.161233e-01 7.873850e-02 [14,] 1.078838e-01 1.592977e-01 1.723957e-01 1.526596e-01 1.161847e-01 [15,] 5.482467e-02 1.192546e-01 1.735893e-01 1.850997e-01 1.587343e-01 [16,] 2.015750e-02 6.239136e-02 1.307187e-01 1.866161e-01 1.960541e-01 [17,] 6.247238e-03 2.445205e-02 7.095821e-02 1.425202e-01 1.984404e-01 [18,] 1.634624e-03 8.054118e-03 2.946403e-02 8.054697e-02 1.548280e-01 [19,] 3.185717e-04 2.182292e-03 1.015943e-02 3.507269e-02 9.098465e-02 [20,] 4.533410e-05 4.461231e-04 2.847095e-03 1.251392e-02 4.105516e-02 [21,] 4.548597e-06 6.806550e-05 6.172652e-04 3.642936e-03 1.505423e-02 [22,] 2.772534e-07 7.117024e-06 1.008261e-04 8.460138e-04 4.592113e-03 [23,] 9.056927e-09 4.336254e-07 1.084922e-05 1.469576e-04 1.149740e-03 [24,] 1.505136e-10 1.388263e-08 6.560044e-07 1.607889e-05 2.101217e-04 [25,] 1.257803e-12 2.252683e-10 2.056303e-08 9.601100e-07 2.313707e-05 [26,] 5.306482e-15 1.843834e-12 3.264636e-10 2.947559e-08 1.360433e-06 [27,] 1.139964e-17 7.660136e-15 2.625535e-12 4.590376e-10 4.095870e-08 [28,] 1.256390e-20 1.628433e-17 1.077332e-14 3.638558e-12 6.274597e-10 [29,] 7.122976e-24 1.780115e-20 2.270017e-17 1.477907e-14 4.914733e-12 [30,] 2.069813e-27 9.995823e-24 2.459898e-20 3.087608e-17 1.978344e-14 [31,] 3.056528e-31 2.863773e-27 1.364669e-23 3.310901e-20 4.094120e-17 [32,] 2.269669e-35 4.144133e-31 3.840889e-27 1.808727e-23 4.332298e-20 [33,] 8.390409e-40 2.997455e-35 5.426582e-31 4.982398e-27 2.322080e-23 [34,] 1.531678e-44 1.073972e-39 3.811333e-35 6.849585e-31 6.238060e-27 [35,] 1.372584e-49 1.893183e-44 1.320448e-39 4.659033e-35 8.320027e-31 [36,] 6.013469e-55 1.634050e-49 2.244004e-44 1.557816e-39 5.468707e-35 [37,] 1.284570e-60 6.883585e-55 1.863474e-49 2.548947e-44 1.762066e-39 [38,] 1.335628e-66 1.412325e-60 7.542739e-55 2.034795e-49 2.773144e-44 [39,] 6.752029e-73 1.409450e-66 1.485739e-60 7.909505e-55 2.126729e-49 [40,] 1.658466e-79 6.835912e-73 1.422728e-66 1.495232e-60 7.935709e-55 [41,] 1.978410e-86 1.610455e-79 6.618962e-73 1.373598e-66 1.439392e-60 [42,] 1.145910e-93 1.842329e-86 1.495465e-79 6.129050e-73 1.268336e-66 [43,] 3.222090e-101 1.023209e-93 1.640489e-86 1.327937e-79 5.427376e-73 [44,] 4.397778e-109 2.758586e-101 8.736050e-94 1.396790e-86 1.127576e-79 [45,] 2.913471e-117 3.609942e-109 2.258192e-101 7.131880e-94 1.137208e-86 [46,] 9.368136e-126 2.292900e-117 2.833254e-109 1.767524e-101 5.567167e-94 [47,] 1.462010e-134 7.068519e-126 1.725334e-117 2.126158e-109 1.322833e-101 [48,] 1.107378e-143 1.057603e-134 5.099347e-126 1.241318e-117 1.525589e-109 [49,] 4.070806e-153 7.679931e-144 7.314736e-135 3.517350e-126 8.539216e-118 [50,] 7.263031e-163 2.706733e-153 5.092568e-144 4.837304e-135 2.319825e-126 [,16] [,17] [,18] [,19] [,20] [1,] 1.827837e-26 3.024256e-30 2.555610e-34 1.098570e-38 2.395805e-43 [2,] 9.878810e-23 3.214237e-26 5.349485e-30 4.533775e-34 1.950752e-38 [3,] 2.595854e-19 1.659915e-22 5.438742e-26 9.085347e-30 7.711245e-34 [4,] 3.317337e-16 4.166077e-19 2.686042e-22 8.841261e-26 1.479959e-29 [5,] 2.062467e-13 5.082685e-16 6.444781e-19 4.178380e-22 1.379090e-25 [6,] 6.241973e-11 3.015266e-13 7.513994e-16 9.591321e-19 6.240108e-22 [7,] 9.204683e-09 8.702238e-11 4.258024e-13 1.069506e-15 1.371131e-18 [8,] 6.625860e-07 1.222865e-08 1.173275e-10 5.794497e-13 1.463208e-15 [9,] 2.336897e-05 8.380628e-07 1.573127e-08 1.525898e-10 7.584872e-13 [10,] 4.070690e-04 2.810586e-05 1.027838e-06 1.954273e-08 1.910432e-10 [11,] 3.564769e-03 4.647007e-04 3.282515e-05 1.218827e-06 2.339328e-08 [12,] 1.633781e-02 3.853551e-03 5.159527e-04 3.711844e-05 1.394156e-06 [13,] 4.284513e-02 1.669946e-02 4.058406e-03 5.555540e-04 4.053995e-05 [14,] 7.634651e-02 4.169463e-02 1.666568e-02 4.153766e-03 5.787297e-04 [15,] 1.152549e-01 7.306137e-02 3.980408e-02 1.622000e-02 4.123490e-03 [16,] 1.636840e-01 1.138383e-01 6.934799e-02 3.735615e-02 1.538946e-02 [17,] 2.050812e-01 1.675649e-01 1.123833e-01 6.566768e-02 3.459091e-02 [18,] 2.092106e-01 2.121159e-01 1.704046e-01 1.112224e-01 6.243330e-02 [19,] 1.676360e-01 2.190786e-01 2.171919e-01 1.721978e-01 1.105381e-01 [20,] 1.018917e-01 1.807058e-01 2.281213e-01 2.204090e-01 1.729087e-01 [21,] 4.711853e-02 1.127244e-01 1.935678e-01 2.362828e-01 2.218870e-01 [22,] 1.772429e-02 5.295684e-02 1.228635e-01 2.055815e-01 2.433504e-01 [23,] 5.729396e-03 2.049997e-02 5.832037e-02 1.317288e-01 2.160370e-01 [24,] 1.548238e-03 7.103347e-03 2.340943e-02 6.307924e-02 1.388897e-01 [25,] 2.939063e-04 2.061645e-03 8.773090e-03 2.654122e-02 6.726289e-02 [26,] 3.231044e-05 4.013053e-04 2.707342e-03 1.079976e-02 3.003486e-02 [27,] 1.868502e-06 4.379728e-05 5.341561e-04 3.496288e-03 1.323350e-02 [28,] 5.527577e-08 2.491220e-06 5.766742e-05 6.926396e-04 4.429457e-03 [29,] 8.351846e-10 7.257426e-08 3.229267e-06 7.383053e-05 8.749057e-04 [30,] 6.475891e-12 1.083829e-09 9.283130e-08 4.075425e-06 9.201005e-05 [31,] 2.583102e-14 8.324793e-12 1.371992e-09 1.157825e-07 5.012587e-06 [32,] 5.284066e-17 3.286055e-14 1.043342e-11 1.693781e-09 1.408340e-07 [33,] 5.499013e-20 6.624940e-17 4.065901e-14 1.273112e-11 2.037364e-09 [34,] 2.881221e-23 6.755740e-20 8.050904e-17 4.882955e-14 1.509717e-11 [35,] 7.524069e-27 3.448256e-23 8.015963e-20 9.462205e-17 5.679382e-14 [36,] 9.711639e-31 8.729005e-27 3.973582e-23 9.168282e-20 1.073330e-16 [37,] 6.157593e-35 1.088128e-30 9.727971e-27 4.402227e-23 1.009145e-19 [38,] 1.909620e-39 6.645786e-35 1.169229e-30 1.040302e-26 4.683275e-23 [39,] 2.888458e-44 1.981887e-39 6.871261e-35 1.204022e-30 1.066654e-26 [40,] 2.127014e-49 2.879441e-44 1.969047e-39 6.802543e-35 1.187560e-30 [41,] 7.616453e-55 2.035228e-49 2.746617e-44 1.872145e-39 6.446252e-35 [42,] 1.325247e-60 6.992034e-55 1.862865e-49 2.506372e-44 1.703118e-39 [43,] 1.119961e-66 1.166901e-60 6.139068e-55 1.630845e-49 2.187766e-44 [44,] 4.595659e-73 9.456958e-67 9.825886e-61 5.154727e-55 1.365468e-49 [45,] 9.154929e-80 3.721015e-73 7.636097e-67 7.911839e-61 4.139070e-55 [46,] 8.852727e-87 7.107304e-80 2.880902e-73 5.895718e-67 6.091865e-61 [47,] 4.155132e-94 6.589396e-87 5.275910e-80 2.132685e-73 4.352639e-67 [48,] 9.465858e-102 2.965248e-94 4.689755e-87 3.744658e-80 1.509613e-73 [49,] 1.046615e-109 6.476388e-102 2.023323e-94 3.191298e-87 2.541311e-80 [50,] 5.616586e-118 6.865397e-110 4.236861e-102 1.320052e-94 2.076461e-87 [,21] [,22] [,23] [,24] [,25] [1,] 2.646088e-48 1.478432e-53 4.175856e-59 5.960332e-65 4.298303e-71 [2,] 4.252776e-43 4.691568e-48 2.616973e-53 7.377818e-59 1.051041e-64 [3,] 3.317900e-38 7.226492e-43 7.960317e-48 4.432602e-53 1.247450e-58 [4,] 1.256612e-33 5.403203e-38 1.175328e-42 1.292659e-47 7.186741e-53 [5,] 2.310429e-29 1.961055e-33 8.423314e-38 1.829789e-42 2.009773e-47 [6,] 2.062367e-25 3.455149e-29 2.930383e-33 1.257285e-37 2.728330e-42 [7,] 8.937946e-22 2.955230e-25 4.948675e-29 4.193612e-33 1.798013e-37 [8,] 1.880791e-18 1.227116e-21 4.056914e-25 6.790248e-29 5.752583e-33 [9,] 1.921835e-15 2.473869e-18 1.614605e-21 5.337630e-25 8.935907e-29 [10,] 9.537345e-13 2.421596e-15 3.119812e-18 2.037070e-21 6.739995e-25 [11,] 2.299238e-10 1.151114e-12 2.926995e-15 3.774825e-18 2.468747e-21 [12,] 2.693978e-08 2.657841e-10 1.333552e-12 3.396852e-15 4.391951e-18 [13,] 1.535682e-06 2.982168e-08 2.951228e-10 1.484674e-12 3.795752e-15 [14,] 4.269131e-05 1.627654e-06 3.174069e-08 3.152877e-10 1.594193e-12 [15,] 5.823349e-04 4.331840e-05 1.660857e-06 3.255294e-08 3.255560e-10 [16,] 3.966734e-03 5.658796e-04 4.239872e-05 1.636476e-06 3.235951e-08 [17,] 1.425327e-02 3.701731e-03 5.321959e-04 4.020158e-05 1.569024e-06 [18,] 3.179435e-02 1.294304e-02 3.366465e-03 4.876147e-04 3.731206e-05 [19,] 5.997582e-02 2.927946e-02 1.163416e-02 3.016284e-03 4.416694e-04 [20,] 1.103592e-01 5.852762e-02 2.736384e-02 1.053088e-02 2.719320e-03 [21,] 1.724775e-01 1.105843e-01 5.822372e-02 2.634788e-02 9.848702e-03 [22,] 2.217185e-01 1.708309e-01 1.110268e-01 5.911641e-02 2.649615e-02 [23,] 2.489685e-01 2.199339e-01 1.678954e-01 1.114669e-01 6.119452e-02 [24,] 2.242721e-01 2.526897e-01 2.164928e-01 1.636165e-01 1.116972e-01 [25,] 1.441457e-01 2.297808e-01 2.540552e-01 2.113093e-01 1.579801e-01 [26,] 7.106198e-02 1.475560e-01 2.322931e-01 2.526933e-01 2.043073e-01 [27,] 3.405295e-02 7.478928e-02 1.494156e-01 2.318145e-01 2.484160e-01 [28,] 1.609807e-02 3.873926e-02 7.880638e-02 1.501829e-01 2.286211e-01 [29,] 5.494964e-03 1.937631e-02 4.417134e-02 8.343181e-02 1.503767e-01 [30,] 1.076827e-03 6.666270e-03 2.299876e-02 5.031766e-02 8.885122e-02 [31,] 1.117170e-04 1.291865e-03 7.901491e-03 2.683790e-02 5.700908e-02 [32,] 6.011250e-06 1.322241e-04 1.510998e-03 9.143768e-03 3.070876e-02 [33,] 1.669740e-07 7.027339e-06 1.525445e-04 1.722771e-03 1.032292e-02 [34,] 2.384022e-09 1.927286e-07 8.001375e-06 1.714379e-04 1.913621e-03 [35,] 1.736164e-11 2.708579e-09 2.162041e-07 8.860736e-06 1.874714e-04 [36,] 6.383676e-14 1.932007e-11 2.981550e-09 2.352541e-07 9.526320e-06 [37,] 1.172912e-16 6.920489e-14 2.076108e-11 3.173166e-09 2.477765e-07 [38,] 1.067437e-19 1.232856e-16 7.223541e-14 2.150315e-11 3.258645e-09 [39,] 4.779502e-23 1.083845e-19 1.244845e-16 7.248979e-14 2.143206e-11 [40,] 1.047905e-26 4.675639e-23 1.055453e-19 1.206197e-16 6.985495e-14 [41,] 1.121424e-30 9.859152e-27 4.381933e-23 9.850246e-20 1.120628e-16 [42,] 5.845459e-35 1.013542e-30 8.879956e-27 3.932370e-23 8.805498e-20 [43,] 1.482132e-39 5.071322e-35 8.765294e-31 7.654281e-27 3.377942e-23 [44,] 1.826446e-44 1.233718e-39 4.208723e-35 7.252048e-31 6.312805e-27 [45,] 1.093319e-49 1.458259e-44 9.821839e-40 3.340818e-35 5.739352e-31 [46,] 3.178069e-55 8.371325e-50 1.113426e-44 7.477962e-40 2.536241e-35 [47,] 4.485035e-61 2.333354e-55 6.129289e-50 8.129515e-45 5.444571e-40 [48,] 3.072546e-67 3.157349e-61 1.638129e-55 4.291208e-50 5.675836e-45 [49,] 1.021698e-73 2.073826e-67 2.125273e-61 1.099643e-55 2.872702e-50 [50,] 1.649027e-80 6.611694e-74 1.338397e-67 1.367869e-61 7.058224e-56 [,26] [,27] [,28] [,29] [,30] [1,] 1.566192e-77 2.884264e-84 2.686215e-91 1.266744e-98 3.031143e-106 [2,] 7.566668e-71 2.753839e-77 5.070648e-84 4.730759e-91 2.242266e-98 [3,] 1.774472e-64 1.276424e-70 4.647596e-77 8.581728e-84 8.062047e-91 [4,] 2.020085e-58 2.872422e-64 2.068718e-70 7.563499e-77 1.409427e-83 [5,] 1.116384e-52 3.138485e-58 4.472287e-64 3.239411e-70 1.198504e-76 [6,] 2.995303e-47 1.665208e-52 4.696821e-58 6.744484e-64 4.959770e-70 [7,] 3.901876e-42 4.290800e-47 2.396663e-52 6.828336e-58 9.994083e-64 [8,] 2.468057e-37 5.370321e-42 5.943688e-47 3.363222e-52 9.812415e-58 [9,] 7.581164e-33 3.265408e-37 7.166217e-42 8.062933e-47 4.697754e-52 [10,] 1.131039e-28 9.648342e-33 4.202202e-37 9.414353e-42 1.097638e-46 [11,] 8.197064e-25 1.385708e-28 1.198997e-32 5.357362e-37 1.252815e-41 [12,] 2.886545e-21 9.677249e-25 1.665549e-28 1.487053e-32 6.992192e-37 [13,] 4.940484e-18 3.287690e-21 1.127166e-24 2.015193e-28 1.910266e-32 [14,] 4.111613e-15 5.436782e-18 3.719324e-21 1.334661e-24 2.557342e-28 [15,] 1.664841e-12 4.379698e-15 5.989918e-18 4.325046e-21 1.679352e-24 [16,] 3.283074e-10 1.720608e-12 4.714308e-15 6.866754e-18 5.414874e-21 [17,] 3.158718e-08 3.302241e-10 1.816425e-12 5.349808e-15 8.581474e-18 [18,] 1.488156e-06 3.105485e-08 3.435241e-10 2.049450e-12 6.691801e-15 [19,] 3.462266e-05 1.439409e-06 3.202853e-08 3.872162e-10 2.571552e-12 [20,] 4.064813e-04 3.330110e-05 1.484151e-06 3.626192e-08 4.882136e-10 [21,] 2.550937e-03 3.959735e-04 3.474252e-05 1.698602e-06 4.600582e-08 [22,] 9.796979e-03 2.588020e-03 4.249956e-04 4.050220e-05 2.171106e-06 [23,] 2.802077e-02 1.056252e-02 2.903218e-03 5.082891e-04 5.219157e-05 [24,] 6.439678e-02 3.106358e-02 1.229306e-02 3.558528e-03 6.591105e-04 [25,] 1.115532e-01 6.861278e-02 3.567487e-02 1.507909e-02 4.597549e-03 [26,] 1.510356e-01 1.109227e-01 7.367159e-02 4.178942e-02 1.893426e-02 [27,] 1.954926e-01 1.429143e-01 1.097388e-01 7.932579e-02 4.920603e-02 [28,] 2.412921e-01 1.850167e-01 1.338348e-01 1.079624e-01 8.524226e-02 [29,] 2.232105e-01 2.316725e-01 1.732096e-01 1.240923e-01 1.055646e-01 [30,] 1.504643e-01 2.162139e-01 2.201540e-01 1.605620e-01 1.140271e-01 [31,] 9.504943e-02 1.507618e-01 2.082839e-01 2.074809e-01 1.476582e-01 [32,] 6.393128e-02 1.017797e-01 1.513678e-01 1.999766e-01 1.944056e-01 [33,] 3.437723e-02 7.064197e-02 1.085777e-01 1.521409e-01 1.916552e-01 [34,] 1.135894e-02 3.757666e-02 7.661259e-02 1.148186e-01 1.527266e-01 [35,] 2.068704e-03 1.216805e-02 4.003330e-02 8.129047e-02 1.198057e-01 [36,] 1.991552e-04 2.173390e-03 1.267190e-02 4.149950e-02 8.417349e-02 [37,] 9.923543e-06 2.051523e-04 2.215349e-03 1.280899e-02 4.179077e-02 [38,] 2.520895e-07 9.995933e-06 2.045277e-04 2.186901e-03 1.254649e-02 [39,] 3.223409e-09 2.472974e-07 9.717904e-06 1.969716e-04 2.086994e-03 [40,] 2.052814e-11 3.066758e-09 2.335351e-07 9.102842e-06 1.829287e-04 [41,] 6.457929e-14 1.887473e-11 2.802790e-09 2.120117e-07 8.203517e-06 [42,] 9.976139e-17 5.723150e-14 1.664466e-11 2.458174e-09 1.848225e-07 [43,] 7.536579e-20 8.505543e-17 4.859181e-14 1.406792e-11 2.067274e-09 [44,] 2.776779e-23 6.174002e-20 6.942414e-17 3.950732e-14 1.138967e-11 [45,] 4.980702e-27 2.183896e-23 4.839746e-20 5.423245e-17 3.074858e-14 [46,] 4.344368e-31 3.758829e-27 1.643066e-23 3.629615e-20 4.053687e-17 [47,] 1.841343e-35 3.144973e-31 2.713095e-27 1.182389e-23 2.603869e-20 [48,] 3.790671e-40 1.278390e-35 2.177239e-31 1.872823e-27 8.137851e-24 [49,] 3.789160e-45 2.523623e-40 8.487047e-36 1.441363e-31 1.236296e-27 [50,] 1.838846e-50 2.418825e-45 1.606518e-40 5.387793e-36 9.124554e-32 [,31] [,32] [,33] [,34] [,35] [1,] 3.694470e-114 2.308227e-122 7.467518e-131 1.269563e-139 1.155157e-148 [2,] 5.424378e-106 6.748739e-114 4.369420e-122 1.496452e-130 2.762071e-139 [3,] 3.875109e-98 9.616543e-106 1.248897e-113 8.639556e-122 3.241949e-130 [4,] 1.347729e-90 6.683794e-98 1.745516e-105 2.445407e-113 1.868755e-121 [5,] 2.283312e-83 2.267794e-90 1.194110e-97 3.396150e-105 5.291236e-113 [6,] 1.885835e-76 3.760044e-83 4.002545e-90 2.315736e-97 7.358725e-105 [7,] 7.599062e-70 3.049371e-76 6.579195e-83 7.755336e-90 5.024614e-97 [8,] 1.495319e-63 1.210881e-69 5.307511e-76 1.275785e-82 1.683471e-89 [9,] 1.438299e-57 2.356608e-63 2.102472e-69 1.030723e-75 2.765433e-82 [10,] 6.769387e-52 2.249829e-57 4.090975e-63 4.087983e-69 2.225271e-75 [11,] 1.560514e-46 1.054346e-51 3.909974e-57 7.953653e-63 8.762095e-69 [12,] 1.763689e-41 2.426622e-46 1.835117e-51 7.585015e-57 1.686601e-62 [13,] 9.780890e-37 2.743495e-41 4.227397e-46 3.542137e-51 1.585528e-56 [14,] 2.663394e-32 1.523615e-36 4.776364e-41 8.092288e-46 7.272968e-51 [15,] 3.562816e-28 4.155031e-32 2.644541e-36 9.035037e-41 1.626490e-45 [16,] 2.341947e-24 5.561507e-28 7.168754e-32 4.925538e-36 1.772140e-40 [17,] 7.565575e-21 3.651481e-24 9.505898e-28 1.310071e-31 9.401587e-36 [18,] 1.201213e-17 1.175270e-20 6.160960e-24 1.698844e-27 2.427439e-31 [19,] 9.376295e-15 1.853615e-17 1.950569e-20 1.073561e-23 3.049352e-27 [20,] 3.601079e-12 1.432540e-14 3.015884e-17 3.305242e-20 1.863380e-23 [21,] 6.819028e-10 5.429330e-12 2.277906e-14 4.958372e-17 5.539466e-20 [22,] 6.394773e-08 1.011332e-09 8.414349e-12 3.626690e-14 8.014425e-17 [23,] 2.996269e-06 9.302646e-08 1.524107e-09 1.295346e-11 5.648371e-14 [24,] 7.131345e-05 4.264204e-06 1.360681e-07 2.266020e-09 1.942660e-11 [25,] 8.873810e-04 9.902181e-05 6.044411e-06 1.952299e-07 3.271343e-09 [26,] 6.036446e-03 1.197401e-03 1.358209e-04 8.365414e-06 2.713036e-07 [27,] 2.377718e-02 7.854897e-03 1.585516e-03 1.812569e-04 1.119421e-05 [28,] 5.757901e-02 2.942024e-02 9.989559e-03 2.038368e-03 2.336919e-04 [29,] 9.100989e-02 6.643010e-02 3.557141e-02 1.233296e-02 2.532505e-03 [30,] 1.025140e-01 9.616813e-02 7.518350e-02 4.185293e-02 1.473997e-02 [31,] 1.039800e-01 9.877396e-02 1.002521e-01 8.322040e-02 4.783625e-02 [32,] 1.350733e-01 9.424418e-02 9.430813e-02 1.028444e-01 8.994300e-02 [33,] 1.815423e-01 1.232636e-01 8.502465e-02 8.909287e-02 1.036214e-01 [34,] 1.834364e-01 1.692559e-01 1.124836e-01 7.641870e-02 8.313195e-02 [35,] 1.526264e-01 1.751962e-01 1.576154e-01 1.027527e-01 6.842064e-02 [36,] 1.228762e-01 1.512929e-01 1.666325e-01 1.464276e-01 9.388140e-02 [37,] 8.488536e-02 1.235007e-01 1.482316e-01 1.573679e-01 1.353371e-01 [38,] 4.081984e-02 8.323783e-02 1.213626e-01 1.430880e-01 1.470651e-01 [39,] 1.188925e-02 3.861930e-02 7.926662e-02 1.164016e-01 1.357062e-01 [40,] 1.922155e-03 1.088293e-02 3.534535e-02 7.323236e-02 1.088189e-01 [41,] 1.635781e-04 1.705991e-03 9.609444e-03 3.125943e-02 6.558516e-02 [42,] 7.104080e-06 1.406600e-04 1.457206e-03 8.175146e-03 2.669039e-02 [43,] 1.545758e-07 5.905588e-06 1.161849e-04 1.196594e-03 6.694324e-03 [44,] 1.665988e-09 1.239384e-07 4.708842e-06 9.210457e-05 9.437697e-04 [45,] 8.829465e-12 1.285937e-09 9.521396e-08 3.598992e-06 7.002619e-05 [46,] 2.290266e-14 6.551788e-12 9.503343e-10 7.005395e-08 2.635387e-06 [47,] 2.898726e-17 1.632189e-14 4.652423e-12 6.722227e-10 4.934607e-08 [48,] 1.786693e-20 1.982774e-17 1.112781e-14 3.160890e-12 4.550218e-10 [49,] 5.356365e-24 1.172507e-20 1.297189e-17 7.256866e-15 2.054408e-12 [50,] 7.804209e-28 3.371523e-24 7.358590e-21 8.116507e-18 4.526412e-15 [,36] [,37] [,38] [,39] [,40] [1,] 5.723657e-158 1.558367e-167 2.321864e-177 1.864961e-187 7.926138e-198 [2,] 2.789393e-148 1.547985e-157 4.679124e-167 7.572006e-177 6.440941e-187 [3,] 6.677354e-139 7.543370e-148 4.614389e-157 1.500524e-166 2.549338e-176 [4,] 7.849163e-130 1.801652e-138 2.224409e-147 1.449961e-156 4.911242e-166 [5,] 4.528327e-121 2.107049e-129 5.236679e-138 6.827123e-147 4.602972e-156 [6,] 1.281281e-112 1.205475e-120 6.015379e-129 1.565377e-137 2.097983e-146 [7,] 1.776324e-104 3.370162e-112 3.368519e-120 1.746666e-128 4.648176e-137 [8,] 1.205476e-96 4.599947e-104 9.189356e-112 9.480246e-120 5.004624e-128 [9,] 4.000494e-89 3.062528e-96 1.220464e-103 2.501903e-111 2.617951e-119 [10,] 6.485898e-82 9.938082e-89 7.887493e-96 3.209462e-103 6.652474e-111 [11,] 5.132088e-75 1.570673e-81 2.479099e-88 2.000541e-95 8.209712e-103 [12,] 1.980288e-68 1.208322e-74 3.788261e-81 6.058067e-88 4.919904e-95 [13,] 3.723423e-62 4.522423e-68 2.813447e-74 8.910674e-81 1.431603e-87 [14,] 3.409269e-56 8.231465e-62 1.015293e-67 6.365404e-74 2.022572e-80 [15,] 1.519199e-50 7.283152e-56 1.779825e-61 2.207990e-67 1.387201e-73 [16,] 3.293153e-45 3.131748e-50 1.515439e-55 3.718763e-61 4.618723e-67 [17,] 3.471313e-40 6.543152e-45 6.266494e-50 3.040923e-55 7.465215e-61 [18,] 1.778786e-35 6.641032e-40 1.258298e-44 1.207213e-49 5.857011e-55 [19,] 4.430246e-31 3.274139e-35 1.226884e-39 2.326674e-44 2.230656e-49 [20,] 5.362403e-27 7.840523e-31 5.808567e-35 2.176961e-39 4.123862e-44 [21,] 3.154657e-23 9.120361e-27 1.335400e-30 9.889148e-35 3.700997e-39 [22,] 9.022188e-20 5.154284e-23 1.491004e-26 2.181188e-30 1.612496e-34 [23,] 1.255162e-16 1.415760e-19 8.087136e-23 2.336387e-26 3.411257e-30 [24,] 8.503437e-14 1.891387e-16 2.131867e-19 1.215767e-22 3.504788e-26 [25,] 2.811084e-11 1.230542e-13 2.733626e-16 3.075098e-19 1.749513e-22 [26,] 4.550792e-09 3.907558e-11 1.707486e-13 3.784330e-16 4.245927e-19 [27,] 3.630236e-07 6.079804e-09 5.208226e-11 2.269616e-13 5.015521e-16 [28,] 1.442162e-05 4.665916e-07 7.790767e-09 6.652077e-11 2.889135e-13 [29,] 2.902575e-04 1.786014e-05 5.756405e-07 9.573048e-09 8.141525e-11 [30,] 3.035878e-03 3.470601e-04 2.125874e-05 6.817761e-07 1.128303e-08 [31,] 1.704200e-02 3.511305e-03 3.996399e-04 2.433447e-05 7.756919e-07 [32,] 5.308763e-02 1.906680e-02 3.921303e-03 4.436022e-04 2.681522e-05 [33,] 9.483565e-02 5.721595e-02 2.065971e-02 4.233265e-03 4.752806e-04 [34,] 1.023864e-01 9.751301e-02 5.991359e-02 2.170199e-02 4.423752e-03 [35,] 7.647049e-02 9.908523e-02 9.775055e-02 6.098453e-02 2.212265e-02 [36,] 6.094953e-02 6.920509e-02 9.380762e-02 9.549769e-02 6.035774e-02 [37,] 8.554938e-02 5.389119e-02 6.148736e-02 8.677668e-02 9.087688e-02 [38,] 1.239626e-01 7.740969e-02 4.714229e-02 5.351950e-02 7.833073e-02 [39,] 1.355270e-01 1.120292e-01 6.919066e-02 4.064496e-02 4.554072e-02 [40,] 1.261528e-01 1.227566e-01 9.945913e-02 6.076728e-02 3.440373e-02 [41,] 9.904517e-02 1.147084e-01 1.089703e-01 8.640298e-02 5.218626e-02 [42,] 5.689964e-02 8.768167e-02 1.018313e-01 9.456488e-02 7.320694e-02 [43,] 2.198546e-02 4.779414e-02 7.542360e-02 8.810324e-02 8.005348e-02 [44,] 5.272106e-03 1.746140e-02 3.885026e-02 6.297944e-02 7.416382e-02 [45,] 7.144430e-04 3.990778e-03 1.336620e-02 3.054789e-02 5.099641e-02 [46,] 5.103242e-05 5.188102e-04 2.902190e-03 9.858356e-03 2.322526e-02 [47,] 1.848128e-06 3.563285e-05 3.612448e-04 2.026976e-03 7.004846e-03 [48,] 3.326931e-08 1.240830e-06 2.383021e-05 2.411062e-04 1.359370e-03 [49,] 2.946836e-10 2.146433e-08 7.974075e-07 1.526045e-05 1.542161e-04 [50,] 1.277219e-12 1.825706e-10 1.324970e-08 4.904120e-07 9.355942e-06 [,41] [,42] [,43] [,44] [,45] [1,] 1.753427e-208 1.995193e-219 1.158793e-230 3.419209e-242 5.111734e-254 [2,] 2.837610e-197 6.408979e-208 7.373336e-219 4.304454e-230 1.272319e-241 [3,] 2.233541e-186 1.000427e-196 2.278702e-207 2.631145e-218 1.537390e-229 [4,] 8.546698e-176 7.586225e-186 3.419538e-196 7.807648e-207 9.016951e-218 [5,] 1.589463e-165 2.794168e-175 2.491622e-185 1.124720e-195 2.567057e-206 [6,] 1.436343e-155 4.998294e-165 8.814897e-175 7.865379e-185 3.547512e-195 [7,] 6.304977e-146 4.341437e-155 1.513890e-164 2.669808e-174 2.379388e-184 [8,] 1.344226e-136 1.830910e-145 1.262154e-154 4.398821e-164 7.745991e-174 [9,] 1.391752e-127 3.748750e-136 5.108012e-145 3.517849e-154 1.223920e-163 [10,] 6.997148e-119 3.726348e-127 1.003499e-135 1.365573e-144 9.386641e-154 [11,] 1.707930e-110 1.798018e-118 9.568695e-127 2.572760e-135 3.493816e-144 [12,] 2.023931e-102 4.211345e-110 4.428640e-118 2.352591e-126 6.311636e-135 [13,] 1.164318e-94 4.787941e-102 9.948596e-110 1.044123e-117 5.533929e-126 [14,] 3.251571e-87 2.642307e-94 1.084771e-101 2.249212e-109 2.355006e-117 [15,] 4.407687e-80 7.077515e-87 5.740619e-94 2.351485e-101 4.863819e-109 [16,] 2.900206e-73 9.201370e-80 1.474479e-86 1.193177e-93 4.875382e-101 [17,] 9.262882e-67 5.806330e-73 1.838161e-79 2.938501e-86 2.371890e-93 [18,] 1.435963e-60 1.778327e-66 1.112187e-72 3.512281e-79 5.600391e-86 [19,] 1.080524e-54 2.643614e-60 3.266171e-66 2.037573e-72 6.417990e-79 [20,] 3.946494e-49 1.907449e-54 4.655402e-60 5.737030e-66 3.569642e-72 [21,] 6.996826e-44 6.680383e-49 3.220746e-54 7.840320e-60 9.636457e-66 [22,] 6.021678e-39 1.135668e-43 1.081534e-48 5.200595e-54 1.262623e-59 [23,] 2.516040e-34 9.372392e-39 1.762988e-43 1.674482e-48 8.030191e-54 [24,] 5.104697e-30 3.755334e-34 1.395148e-38 2.617236e-43 2.479094e-48 [25,] 5.030426e-26 7.307092e-30 5.360813e-34 1.986106e-38 3.715570e-43 [26,] 2.408975e-22 6.907100e-26 1.000462e-29 7.319024e-34 2.703949e-38 [27,] 5.610493e-19 3.173650e-22 9.072476e-26 1.310230e-29 9.557252e-34 [28,] 6.363384e-16 7.095048e-19 4.000582e-22 1.140067e-25 1.641430e-29 [29,] 3.522517e-13 7.729955e-16 8.588331e-19 4.826117e-22 1.370809e-25 [30,] 9.551748e-11 4.114875e-13 8.993276e-16 9.953691e-19 5.573023e-22 [31,] 1.276394e-08 1.074848e-10 4.607943e-13 1.002565e-15 1.104984e-18 [32,] 8.486373e-07 1.387142e-08 1.161040e-10 4.950068e-13 1.071584e-15 [33,] 2.848350e-05 8.939019e-07 1.449890e-08 1.205120e-10 5.105756e-13 [34,] 4.922645e-04 2.921025e-05 9.079133e-07 1.459592e-08 1.203488e-10 [35,] 4.480982e-03 4.936716e-04 2.897001e-05 8.906841e-07 1.417466e-08 [36,] 2.190267e-02 4.405218e-03 4.801193e-04 2.783528e-05 8.455134e-07 [37,] 5.808743e-02 2.107245e-02 4.207328e-03 4.534542e-04 2.595396e-05 [38,] 8.417163e-02 5.434313e-02 1.970454e-02 3.906253e-03 4.163419e-04 [39,] 6.889717e-02 7.580372e-02 4.939200e-02 1.790409e-02 3.526181e-03 [40,] 3.780588e-02 5.895812e-02 6.629842e-02 4.357419e-02 1.579813e-02 [41,] 2.848262e-02 3.055920e-02 4.900837e-02 5.623717e-02 3.727167e-02 [42,] 4.364336e-02 2.298567e-02 2.400780e-02 3.950895e-02 4.620053e-02 [43,] 6.033514e-02 3.542542e-02 1.802834e-02 1.830021e-02 3.084316e-02 [44,] 6.598621e-02 4.827221e-02 2.783742e-02 1.370847e-02 1.351395e-02 [45,] 6.064088e-02 5.287314e-02 3.743366e-02 2.113567e-02 1.008445e-02 [46,] 4.000122e-02 4.808588e-02 4.112244e-02 2.810359e-02 1.548299e-02 [47,] 1.706706e-02 3.036254e-02 3.692186e-02 3.100175e-02 2.040872e-02 [48,] 4.794688e-03 1.211709e-02 2.227800e-02 2.741189e-02 2.262551e-02 [49,] 8.752888e-04 3.161475e-03 8.307956e-03 1.578502e-02 1.965206e-02 [50,] 9.451504e-05 5.411114e-04 2.008202e-03 5.498618e-03 1.079007e-02 [,46] [,47] [,48] [,49] [,50] [1,] 3.865836e-266 1.477666e-278 2.853386e-291 2.782621e-304 1.370315e-317 [2,] 1.901681e-253 1.436290e-265 5.479551e-278 1.055669e-290 1.026991e-303 [3,] 4.540994e-241 6.776485e-253 5.107557e-265 1.943922e-277 3.735827e-290 [4,] 5.262805e-229 1.551673e-240 2.310488e-252 1.737182e-264 6.595057e-277 [5,] 2.960442e-217 1.724461e-228 5.072749e-240 7.534534e-252 5.650568e-264 [6,] 8.083271e-206 9.302219e-217 5.405760e-228 1.586127e-239 2.349822e-251 [7,] 1.071155e-194 2.435252e-205 2.795685e-216 1.620444e-227 4.742306e-239 [8,] 6.889282e-184 3.094208e-194 7.017196e-205 8.034735e-216 4.644986e-227 [9,] 2.150544e-173 1.908103e-183 8.548344e-194 1.933527e-204 2.208103e-215 [10,] 3.258333e-163 5.711132e-173 5.054363e-183 2.258363e-193 5.094705e-204 [11,] 2.395891e-153 8.295880e-163 1.450333e-172 1.280125e-182 5.704693e-193 [12,] 8.550371e-144 5.848514e-153 2.019808e-162 3.521688e-172 3.100165e-182 [13,] 1.480975e-134 2.001109e-143 1.365189e-152 4.702071e-162 8.176675e-172 [14,] 1.245013e-125 3.323213e-134 4.478549e-143 3.047115e-152 1.046719e-161 [15,] 5.079526e-117 2.678341e-125 7.130177e-134 9.583097e-143 6.502795e-152 [16,] 1.005809e-108 1.047647e-116 5.509394e-125 1.462726e-133 1.960692e-142 [17,] 9.666299e-101 1.988911e-108 2.066131e-116 1.083602e-124 2.869252e-133 [18,] 4.508584e-93 1.832521e-100 3.760484e-108 3.895901e-116 2.037784e-124 [19,] 1.020645e-85 8.194749e-93 3.321864e-100 6.798254e-108 7.024229e-116 [20,] 1.121374e-78 1.778529e-85 1.424152e-92 5.757338e-100 1.175094e-107 [21,] 5.979836e-72 1.873468e-78 2.963389e-85 2.366476e-92 9.541163e-100 [22,] 1.547694e-65 9.578188e-72 2.992737e-78 4.720918e-85 3.759856e-92 [23,] 1.944317e-59 2.376837e-65 1.466971e-71 4.571089e-78 7.191283e-85 [24,] 1.185629e-53 2.862878e-59 3.490218e-65 2.148240e-71 6.675827e-78 [25,] 3.509712e-48 1.673897e-53 4.030795e-59 4.900507e-65 3.008076e-71 [26,] 5.044246e-43 4.751450e-48 2.259834e-53 5.426597e-59 6.579385e-65 [27,] 3.520627e-38 6.548989e-43 6.151408e-48 2.917398e-53 6.986154e-59 [28,] 1.193707e-33 4.384282e-38 8.131814e-43 7.616041e-48 3.601778e-53 [29,] 1.967333e-29 1.426264e-33 5.222510e-38 9.657477e-43 9.018477e-48 [30,] 1.577436e-25 2.256280e-29 1.630443e-33 5.951240e-38 1.097130e-42 [31,] 6.162338e-22 1.737727e-25 2.476713e-29 1.783595e-33 6.488861e-38 [32,] 1.175564e-18 6.527630e-22 1.833288e-25 2.602886e-29 1.867655e-33 [33,] 1.098987e-15 1.199350e-18 6.627796e-22 1.853113e-25 2.620097e-29 [34,] 5.062131e-13 1.082518e-15 1.174414e-18 6.454958e-22 1.795851e-25 [35,] 1.158046e-10 4.830753e-13 1.025347e-15 1.104888e-18 6.035704e-22 [36,] 1.330322e-08 1.075533e-10 4.444146e-13 9.352186e-16 9.999859e-19 [37,] 7.780970e-07 1.208904e-08 9.659415e-11 3.948440e-13 8.227856e-16 [38,] 2.351762e-05 6.953568e-07 1.065700e-08 8.405222e-11 3.394443e-13 [39,] 3.718446e-04 2.073081e-05 6.043066e-07 9.128995e-09 7.099736e-11 [40,] 3.093902e-03 3.230737e-04 1.778668e-05 5.112039e-07 7.609244e-09 [41,] 1.352436e-02 2.636582e-03 2.729416e-04 1.485231e-05 4.210936e-07 [42,] 3.087174e-02 1.121941e-02 2.179852e-03 2.240035e-04 1.206225e-05 [43,] 3.670920e-02 2.472901e-02 9.007138e-03 1.746113e-03 1.783550e-04 [44,] 2.328323e-02 2.817322e-02 1.913160e-02 6.988220e-03 1.353099e-03 [45,] 9.654398e-03 1.697406e-02 2.085952e-02 1.427770e-02 5.232632e-03 [46,] 7.164729e-03 6.664100e-03 1.193667e-02 1.488345e-02 1.026676e-02 [47,] 1.093194e-02 4.909312e-03 4.439631e-03 8.088941e-03 1.022382e-02 [48,] 1.432616e-02 7.434115e-03 3.240547e-03 2.851749e-03 5.277461e-03 [49,] 1.596583e-02 9.715546e-03 4.866770e-03 2.058691e-03 1.764633e-03 [50,] 1.358842e-02 1.088120e-02 6.362470e-03 3.066207e-03 1.257819e-03 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,z) > (r<-lm(z ~ x)) Call: lm(formula = z ~ x) Coefficients: (Intercept) x 8.2445 0.9967 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1rlpa1226320044.ps tmp/1rlpa1226320044.png") > system("convert tmp/2w8f71226320044.ps tmp/2w8f71226320044.png") > system("convert tmp/3pyxk1226320044.ps tmp/3pyxk1226320044.png") > system("convert tmp/4697w1226320044.ps tmp/4697w1226320044.png") > system("convert tmp/57vb01226320044.ps tmp/57vb01226320044.png") > system("convert tmp/6cr3m1226320044.ps tmp/6cr3m1226320044.png") > system("convert tmp/7j8lb1226320044.ps tmp/7j8lb1226320044.png") > > > proc.time() user system elapsed 3.262 1.966 4.094