R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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> z <- c(94.3,99.4,115.7,116.8,99.8,96.0,115.9,109.1,117.3,109.8,112.8,110.7,100.0,113.3,122.4,112.5,104.2,92.5,117.2,109.3,106.1,118.8,105.3,106.0,102.0,112.9,116.5,114.8,100.5,85.4,86.6,109.9,100.7,115.5,100.7,99.0,102.3,108.8,105.9,113.2,95.7,80.9,113.9,98.1,102.8,104.7,95.9,94.6,101.6,103.9,110.3,114.1,96.8,87.4,111.4,97.4,102.9,112.7,97.0,95.1,96.9,98.6,111.7,109.8,89.9,87.4,104.5,98.1,102.7,105.4,97.0,97.4)
> y <- c(18.0,19.6,23.3,23.7,20.3,22.8,24.3,21.5,23.5,22.2,20.9,22.2,19.5,21.1,22.0,19.2,17.8,19.2,19.9,19.6,18.1,20.4,18.1,18.6,17.6,19.4,19.3,18.6,16.9,16.4,19.0,18.7,17.1,21.5,17.8,18.1,19.0,18.9,16.8,18.1,15.7,15.1,18.3,16.5,16.9,18.4,16.4,15.7,16.9,16.6,16.7,16.6,14.4,14.5,17.5,14.3,15.4,17.2,14.6,14.2,14.9,14.1,15.6,14.6,11.9,13.5,14.2,13.7,14.4,15.3,14.3,14.5)
> x <- c(16.4,17.8,22.3,22.8,18.3,22.4,23.9,21.3,23.0,21.4,21.2,20.9,17.9,20.7,22.2,19.8,17.7,19.6,20.8,19.8,18.6,21.,18.6,18.9,17.3,20.0,19.9,19.5,16.2,17.6,19.8,19.4,17.2,21.1,17.8,17.5,18.0,19.1,17.7,19.2,15.1,16.3,18.6,17.2,17.8,19.1,16.6,16.0,16.7,17.4,17.9,17.8,13.9,15.9,17.9,15.4,16.4,17.9,15.3,14.6,14.9,15.0,16.7,16.3,11.7,15.1,15.5,15.0,15.4,16.0,14.7,14.8)
> par7 = 'Industrial production'
> par6 = 'Export'
> par5 = 'Import'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1x8201257333020.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/29vvx1257333020.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/30u4w1257333020.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4ft921257333020.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5s5tr1257333020.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
      -1.87         1.09  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/64j841257333020.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] 10.09426 10.42102 10.74779 11.07455 11.40132 11.72808 12.05485 12.38161
 [9] 12.70838 13.03514 13.36191 13.68867 14.01544 14.34220 14.66897 14.99573
[17] 15.32250 15.64926 15.97603 16.30279 16.62956 16.95632 17.28309 17.60985
[25] 17.93662 18.26338 18.59015 18.91691 19.24368 19.57044 19.89721 20.22397
[33] 20.55074 20.87750 21.20427 21.53103 21.85780 22.18456 22.51133 22.83809
[41] 23.16486 23.49162 23.81839 24.14515 24.47192 24.79868 25.12545 25.45221
[49] 25.77898 26.10574

$yords
 [1]  75.81224  76.86684  77.92144  78.97604  80.03065  81.08525  82.13985
 [8]  83.19445  84.24906  85.30366  86.35826  87.41286  88.46747  89.52207
[15]  90.57667  91.63127  92.68588  93.74048  94.79508  95.84969  96.90429
[22]  97.95889  99.01349 100.06810 101.12270 102.17730 103.23190 104.28651
[29] 105.34111 106.39571 107.45031 108.50492 109.55952 110.61412 111.66873
[36] 112.72333 113.77793 114.83253 115.88714 116.94174 117.99634 119.05094
[43] 120.10555 121.16015 122.21475 123.26935 124.32396 125.37856 126.43316
[50] 127.48776

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.935202e-04 6.135485e-04 1.179772e-03 2.129098e-03 3.737620e-03
 [2,] 4.284641e-04 8.999761e-04 1.753618e-03 3.130415e-03 5.240036e-03
 [3,] 6.223314e-04 1.259068e-03 2.487375e-03 4.510302e-03 7.470724e-03
 [4,] 9.570417e-04 1.724836e-03 3.347215e-03 6.195180e-03 1.044060e-02
 [5,] 1.632559e-03 2.442917e-03 4.354916e-03 8.042774e-03 1.390367e-02
 [6,] 3.025599e-03 3.777739e-03 5.732211e-03 9.996711e-03 1.745521e-02
 [7,] 5.685067e-03 6.393765e-03 8.074016e-03 1.233912e-02 2.082765e-02
 [8,] 1.017819e-02 1.119663e-02 1.243983e-02 1.594849e-02 2.430805e-02
 [9,] 1.674837e-02 1.900595e-02 2.017941e-02 2.237248e-02 2.909409e-02
[10,] 2.489733e-02 2.995310e-02 3.233512e-02 3.345787e-02 3.730197e-02
[11,] 3.318041e-02 4.286721e-02 4.870735e-02 5.038912e-02 5.131289e-02
[12,] 3.951111e-02 5.514398e-02 6.707966e-02 7.239388e-02 7.237903e-02
[13,] 4.198295e-02 6.347549e-02 8.333335e-02 9.591199e-02 9.899790e-02
[14,] 3.978996e-02 6.526189e-02 9.282353e-02 1.151615e-01 1.261731e-01
[15,] 3.364868e-02 5.990987e-02 9.248824e-02 1.243242e-01 1.466057e-01
[16,] 2.542537e-02 4.914923e-02 8.242079e-02 1.203251e-01 1.537303e-01
[17,] 1.723027e-02 3.614401e-02 6.583222e-02 1.044536e-01 1.449946e-01
[18,] 1.056934e-02 2.401226e-02 4.742828e-02 8.170794e-02 1.232522e-01
[19,] 5.996226e-03 1.467857e-02 3.129722e-02 5.831315e-02 9.529812e-02
[20,] 3.288577e-03 8.583269e-03 1.955792e-02 3.904175e-02 6.854024e-02
[21,] 1.867466e-03 5.120228e-03 1.227367e-02 2.582694e-02 4.792435e-02
[22,] 1.161560e-03 3.316635e-03 8.262000e-03 1.803890e-02 3.471352e-02
[23,] 7.820344e-04 2.340214e-03 6.077786e-03 1.375418e-02 2.727007e-02
[24,] 5.330748e-04 1.694352e-03 4.651299e-03 1.105651e-02 2.284577e-02
[25,] 3.454078e-04 1.178074e-03 3.460154e-03 8.763978e-03 1.918440e-02
[26,] 2.051220e-04 7.548050e-04 2.388399e-03 6.503231e-03 1.525476e-02
[27,] 1.097717e-04 4.368865e-04 1.494191e-03 4.392913e-03 1.110889e-02
[28,] 5.256316e-05 2.265042e-04 8.384974e-04 2.667077e-03 7.291555e-03
[29,] 2.245633e-05 1.048207e-04 4.202724e-04 1.447556e-03 4.283952e-03
[30,] 8.550096e-06 4.323945e-05 1.878221e-04 7.008117e-04 2.246487e-03
[31,] 2.899962e-06 1.589099e-05 7.479451e-05 3.023981e-04 1.050350e-03
[32,] 8.760891e-07 5.202325e-06 2.653572e-05 1.162759e-04 4.377667e-04
[33,] 2.357506e-07 1.517224e-06 8.388507e-06 3.984974e-05 1.626974e-04
[34,] 5.651694e-08 3.942955e-07 2.363787e-06 1.218035e-05 5.397154e-05
[35,] 1.207484e-08 9.135905e-08 5.942432e-07 3.324623e-06 1.601126e-05
[36,] 2.300698e-09 1.889263e-08 1.334869e-07 8.122809e-07 4.262901e-06
[37,] 3.914471e-10 3.493730e-09 2.687190e-08 1.784157e-07 1.025082e-06
[38,] 5.961519e-11 5.798127e-10 4.873315e-09 3.550022e-08 2.250397e-07
[39,] 8.161880e-12 8.690392e-11 8.034548e-10 6.480029e-09 4.586314e-08
[40,] 1.012218e-12 1.189076e-11 1.221947e-10 1.105656e-09 8.871775e-09
[41,] 1.151529e-13 1.510230e-12 1.750111e-11 1.804704e-10 1.665654e-09
[42,] 1.224419e-14 1.820421e-13 2.415996e-12 2.875372e-11 3.072491e-10
[43,] 1.245322e-15 2.129562e-14 3.269189e-13 4.502248e-12 5.539071e-11
[44,] 1.236248e-16 2.447547e-15 4.339657e-14 6.853076e-13 9.571734e-12
[45,] 1.206097e-17 2.749412e-16 5.563331e-15 9.921225e-14 1.549015e-12
[46,] 1.143969e-18 2.960743e-17 6.730437e-16 1.335659e-14 2.302822e-13
[47,] 1.032087e-19 2.986179e-18 7.523382e-17 1.643560e-15 3.103909e-14
[48,] 8.659813e-21 2.766956e-19 7.653452e-18 1.827929e-16 3.763015e-15
[49,] 6.641833e-22 2.324623e-20 7.018494e-19 1.825256e-17 4.084708e-16
[50,] 4.604346e-23 1.756681e-21 5.769930e-20 1.630227e-18 3.959956e-17
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.529226e-03 1.121387e-02 1.823070e-02 2.698838e-02 3.543555e-02
 [2,] 8.535533e-03 1.385211e-02 2.213758e-02 3.354310e-02 4.635845e-02
 [3,] 1.159930e-02 1.754048e-02 2.647428e-02 3.944004e-02 5.584373e-02
 [4,] 1.604225e-02 2.311315e-02 3.248960e-02 4.571686e-02 6.372318e-02
 [5,] 2.175912e-02 3.102075e-02 4.152639e-02 5.441746e-02 7.174467e-02
 [6,] 2.812058e-02 4.085511e-02 5.409709e-02 6.748329e-02 8.293316e-02
 [7,] 3.420472e-02 5.127960e-02 6.920127e-02 8.532677e-02 9.979634e-02
 [8,] 3.933313e-02 6.052220e-02 8.440463e-02 1.060148e-01 1.224083e-01
 [9,] 4.371994e-02 6.727770e-02 9.676604e-02 1.256838e-01 1.476365e-01
[10,] 4.892626e-02 7.164683e-02 1.042254e-01 1.400676e-01 1.700880e-01
[11,] 5.773895e-02 7.566150e-02 1.068490e-01 1.464260e-01 1.843157e-01
[12,] 7.314666e-02 8.294825e-02 1.073531e-01 1.450371e-01 1.872260e-01
[13,] 9.647604e-02 9.724843e-02 1.104390e-01 1.395931e-01 1.796762e-01
[14,] 1.255046e-01 1.200728e-01 1.207768e-01 1.360806e-01 1.665880e-01
[15,] 1.539601e-01 1.486431e-01 1.401951e-01 1.401736e-01 1.552658e-01
[16,] 1.734291e-01 1.757497e-01 1.655658e-01 1.540350e-01 1.522188e-01
[17,] 1.771536e-01 1.923867e-01 1.891255e-01 1.743139e-01 1.597522e-01
[18,] 1.635570e-01 1.921327e-01 2.017921e-01 1.930389e-01 1.743098e-01
[19,] 1.371609e-01 1.746530e-01 1.979075e-01 2.015247e-01 1.880309e-01
[20,] 1.062408e-01 1.459621e-01 1.784485e-01 1.951954e-01 1.930623e-01
[21,] 7.878415e-02 1.152332e-01 1.505146e-01 1.762262e-01 1.861010e-01
[22,] 5.924686e-02 9.025065e-02 1.234012e-01 1.521882e-01 1.701917e-01
[23,] 4.770414e-02 7.425595e-02 1.038174e-01 1.315892e-01 1.525670e-01
[24,] 4.126549e-02 6.568137e-02 9.312639e-02 1.192307e-01 1.400191e-01
[25,] 3.642229e-02 6.031146e-02 8.787828e-02 1.141909e-01 1.348722e-01
[26,] 3.088805e-02 5.417003e-02 8.277032e-02 1.113162e-01 1.340219e-01
[27,] 2.418957e-02 4.544429e-02 7.392922e-02 1.048632e-01 1.313453e-01
[28,] 1.714430e-02 3.470874e-02 6.064061e-02 9.184250e-02 1.216521e-01
[29,] 1.089732e-02 2.384380e-02 4.494127e-02 7.318449e-02 1.035924e-01
[30,] 6.188222e-03 1.465567e-02 2.987178e-02 5.250807e-02 7.993546e-02
[31,] 3.134962e-03 8.043685e-03 1.775621e-02 3.377553e-02 5.553682e-02
[32,] 1.416462e-03 3.940690e-03 9.433881e-03 1.946200e-02 3.469237e-02
[33,] 5.711116e-04 1.724721e-03 4.485572e-03 1.006353e-02 1.953208e-02
[34,] 2.057842e-04 6.758391e-04 1.914859e-03 4.691702e-03 9.977145e-03
[35,] 6.645428e-05 2.381171e-04 7.384792e-04 1.989565e-03 4.680195e-03
[36,] 1.933429e-05 7.600740e-05 2.600572e-04 7.786256e-04 2.053799e-03
[37,] 5.114173e-06 2.225955e-05 8.503094e-05 2.870715e-04 8.627065e-04
[38,] 1.248005e-06 6.094349e-06 2.639350e-05 1.020493e-04 3.538835e-04
[39,] 2.868321e-07 1.596370e-06 7.952413e-06 3.556507e-05 1.426890e-04
[40,] 6.354798e-08 4.082041e-07 2.354248e-06 1.215921e-05 5.592840e-05
[41,] 1.380098e-08 1.025811e-07 6.811260e-07 4.014071e-06 2.084679e-05
[42,] 2.940187e-09 2.505795e-08 1.888732e-07 1.250296e-06 7.224937e-06
[43,] 6.048707e-10 5.821056e-09 4.904372e-08 3.597780e-07 2.288445e-06
[44,] 1.174178e-10 1.257389e-09 1.169784e-08 9.420750e-08 6.550881e-07
[45,] 2.105869e-11 2.482390e-10 2.529603e-09 2.223572e-08 1.683571e-07
[46,] 3.437000e-12 4.429324e-11 4.920009e-10 4.704802e-09 3.870017e-08
[47,] 5.056570e-13 7.095548e-12 8.567832e-11 8.896597e-10 7.940620e-09
[48,] 6.669058e-14 1.016691e-12 1.332530e-11 1.500975e-10 1.452701e-09
[49,] 7.860853e-15 1.300334e-13 1.848385e-12 2.257353e-11 2.368215e-10
[50,] 8.266927e-16 1.482868e-14 2.285074e-13 3.024776e-12 3.439158e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.069165e-02 4.064433e-02 3.533130e-02 2.689608e-02 1.817681e-02
 [2,] 5.694960e-02 6.139609e-02 5.790638e-02 4.800360e-02 3.543132e-02
 [3,] 7.232920e-02 8.361364e-02 8.538555e-02 7.710708e-02 6.225676e-02
 [4,] 8.475750e-02 1.036499e-01 1.139837e-01 1.120185e-01 9.905342e-02
 [5,] 9.425265e-02 1.189416e-01 1.391877e-01 1.482646e-01 1.435552e-01
 [6,] 1.034501e-01 1.298224e-01 1.580898e-01 1.807169e-01 1.909691e-01
 [7,] 1.163555e-01 1.397432e-01 1.711850e-01 2.059603e-01 2.354377e-01
 [8,] 1.358398e-01 1.533775e-01 1.822120e-01 2.239166e-01 2.721724e-01
 [9,] 1.614098e-01 1.736182e-01 1.958758e-01 2.375829e-01 2.991225e-01
[10,] 1.887060e-01 1.993377e-01 2.147829e-01 2.509665e-01 3.173237e-01
[11,] 2.110723e-01 2.252920e-01 2.374433e-01 2.664186e-01 3.297627e-01
[12,] 2.223549e-01 2.441959e-01 2.584589e-01 2.828279e-01 3.392378e-01
[13,] 2.196099e-01 2.498662e-01 2.707504e-01 2.956194e-01 3.461917e-01
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[42,] 8.387715e-02 7.400624e-02 6.590060e-02 5.420615e-02 3.942331e-02
[43,] 7.050115e-02 5.532608e-02 4.804537e-02 4.109477e-02 3.196135e-02
[44,] 6.571512e-02 4.362711e-02 3.401073e-02 2.876130e-02 2.342721e-02
[45,] 6.612017e-02 3.822452e-02 2.504771e-02 1.928655e-02 1.573789e-02
[46,] 6.724792e-02 3.657417e-02 2.044880e-02 1.324924e-02 1.001168e-02
[47,] 6.548414e-02 3.573017e-02 1.843898e-02 1.002322e-02 6.421685e-03
[48,] 5.929550e-02 3.357662e-02 1.719784e-02 8.455407e-03 4.489171e-03
[49,] 4.932780e-02 2.938270e-02 1.554468e-02 7.488878e-03 3.522384e-03
[50,] 3.756595e-02 2.362921e-02 1.312395e-02 6.491662e-03 2.948086e-03

> 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  
     69.525        1.943  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7v3s21257333020.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]  9.93900 10.25986 10.58071 10.90157 11.22243 11.54329 11.86414 12.18500
 [9] 12.50586 12.82671 13.14757 13.46843 13.78929 14.11014 14.43100 14.75186
[17] 15.07271 15.39357 15.71443 16.03529 16.35614 16.67700 16.99786 17.31871
[25] 17.63957 17.96043 18.28129 18.60214 18.92300 19.24386 19.56471 19.88557
[33] 20.20643 20.52729 20.84814 21.16900 21.48986 21.81071 22.13157 22.45243
[41] 22.77329 23.09414 23.41500 23.73586 24.05671 24.37757 24.69843 25.01929
[49] 25.34014 25.66100

$yords
 [1]  75.81224  76.86684  77.92144  78.97604  80.03065  81.08525  82.13985
 [8]  83.19445  84.24906  85.30366  86.35826  87.41286  88.46747  89.52207
[15]  90.57667  91.63127  92.68588  93.74048  94.79508  95.84969  96.90429
[22]  97.95889  99.01349 100.06810 101.12270 102.17730 103.23190 104.28651
[29] 105.34111 106.39571 107.45031 108.50492 109.55952 110.61412 111.66873
[36] 112.72333 113.77793 114.83253 115.88714 116.94174 117.99634 119.05094
[43] 120.10555 121.16015 122.21475 123.26935 124.32396 125.37856 126.43316
[50] 127.48776

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.299826e-05 3.945056e-05 1.467879e-04 5.275024e-04 1.652524e-03
 [2,] 2.237687e-05 4.286393e-05 1.139670e-04 3.829822e-04 1.269662e-03
 [3,] 4.753641e-05 7.544643e-05 1.284836e-04 2.990584e-04 9.046216e-04
 [4,] 9.768706e-05 1.580226e-04 2.301350e-04 3.503358e-04 7.148104e-04
 [5,] 1.818562e-04 3.159654e-04 4.740278e-04 6.352423e-04 8.702534e-04
 [6,] 3.059859e-04 5.702911e-04 9.218680e-04 1.283525e-03 1.587984e-03
 [7,] 4.768453e-04 9.268745e-04 1.614183e-03 2.426642e-03 3.138964e-03
 [8,] 7.268286e-04 1.381961e-03 2.538889e-03 4.123623e-03 5.765425e-03
 [9,] 1.175382e-03 1.973014e-03 3.638616e-03 6.285297e-03 9.509313e-03
[10,] 2.126639e-03 2.898978e-03 4.911708e-03 8.688671e-03 1.405885e-02
[11,] 4.153275e-03 4.692846e-03 6.635156e-03 1.117487e-02 1.879392e-02
[12,] 8.042521e-03 8.335882e-03 9.648855e-03 1.404517e-02 2.316839e-02
[13,] 1.445798e-02 1.509244e-02 1.548625e-02 1.850281e-02 2.738598e-02
[14,] 2.332353e-02 2.586135e-02 2.600240e-02 2.676798e-02 3.305157e-02
[15,] 3.326915e-02 4.015981e-02 4.226814e-02 4.137642e-02 4.321432e-02
[16,] 4.170996e-02 5.539530e-02 6.307051e-02 6.347648e-02 6.119559e-02
[17,] 4.585519e-02 6.730615e-02 8.411711e-02 9.082795e-02 8.817802e-02
[18,] 4.417972e-02 7.180469e-02 9.912549e-02 1.171257e-01 1.207567e-01
[19,] 3.732294e-02 6.721718e-02 1.027672e-01 1.340247e-01 1.506045e-01
[20,] 2.770531e-02 5.528346e-02 9.368337e-02 1.353183e-01 1.676308e-01
[21,] 1.816846e-02 4.011793e-02 7.530468e-02 1.205515e-01 1.653362e-01
[22,] 1.065924e-02 2.595460e-02 5.381273e-02 9.529506e-02 1.446957e-01
[23,] 5.750122e-03 1.531854e-02 3.483834e-02 6.784368e-02 1.135374e-01
[24,] 2.998667e-03 8.620234e-03 2.122169e-02 4.488835e-02 8.188504e-02
[25,] 1.611265e-03 4.923020e-03 1.289907e-02 2.910379e-02 5.681276e-02
[26,] 9.220566e-04 2.982726e-03 8.247670e-03 1.958867e-02 4.019848e-02
[27,] 5.444961e-04 1.885350e-03 5.546892e-03 1.392242e-02 2.997742e-02
[28,] 3.112936e-04 1.170479e-03 3.720970e-03 1.002598e-02 2.298236e-02
[29,] 1.637446e-04 6.751690e-04 2.346944e-03 6.886494e-03 1.709159e-02
[30,] 7.705516e-05 3.501827e-04 1.339727e-03 4.317524e-03 1.173243e-02
[31,] 3.202010e-05 1.607559e-04 6.789816e-04 2.413357e-03 7.222187e-03
[32,] 1.168419e-05 6.486806e-05 3.028901e-04 1.189656e-03 3.931377e-03
[33,] 3.735216e-06 2.294153e-05 1.184941e-04 5.147187e-04 1.880614e-03
[34,] 1.045096e-06 7.102587e-06 4.059024e-05 1.950700e-04 7.884263e-04
[35,] 2.558285e-07 1.923962e-06 1.216690e-05 6.470142e-05 2.893541e-04
[36,] 5.478013e-08 4.559032e-07 3.190474e-06 1.877522e-05 9.291661e-05
[37,] 1.026007e-08 9.449487e-08 7.318120e-07 4.765842e-06 2.610138e-05
[38,] 1.680811e-09 1.713121e-08 1.468225e-07 1.058159e-06 6.413611e-06
[39,] 2.408373e-10 2.716476e-09 2.576479e-08 2.054979e-07 1.378466e-06
[40,] 3.018304e-11 3.767551e-10 3.954560e-09 3.490644e-08 2.591422e-07
[41,] 3.308536e-12 4.570326e-11 5.308922e-10 5.186140e-09 4.261169e-08
[42,] 3.172060e-13 4.849186e-12 6.233763e-11 6.739427e-10 6.128696e-09
[43,] 2.659998e-14 4.500141e-13 6.402243e-12 7.660279e-11 7.710107e-10
[44,] 1.950989e-15 3.652737e-14 5.751115e-13 7.615703e-12 8.484156e-11
[45,] 1.251591e-16 2.593261e-15 4.518672e-14 6.622492e-13 8.166150e-12
[46,] 7.022699e-18 1.610313e-16 3.105346e-15 5.037112e-14 6.875307e-13
[47,] 3.446507e-19 8.746015e-18 1.866594e-16 3.351140e-15 5.063355e-14
[48,] 1.479416e-20 4.154790e-19 9.813739e-18 1.950116e-16 3.261868e-15
[49,] 5.554401e-22 1.726342e-20 4.512998e-19 9.926333e-18 1.838165e-16
[50,] 1.823981e-23 6.274008e-22 1.815284e-20 4.419603e-19 9.061584e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.390267e-03 9.827797e-03 1.851110e-02 2.933071e-02 3.909932e-02
 [2,] 3.693759e-03 9.128945e-03 1.902105e-02 3.335862e-02 4.923404e-02
 [3,] 2.762790e-03 7.462173e-03 1.715901e-02 3.329175e-02 5.440183e-02
 [4,] 1.941002e-03 5.453588e-03 1.367287e-02 2.926483e-02 5.291906e-02
 [5,] 1.563512e-03 3.807116e-03 9.830967e-03 2.288202e-02 4.563296e-02
 [6,] 1.974892e-03 3.154321e-03 6.905263e-03 1.639127e-02 3.545079e-02
 [7,] 3.601006e-03 4.114926e-03 5.945929e-03 1.181220e-02 2.584874e-02
 [8,] 6.941540e-03 7.430825e-03 7.939807e-03 1.067773e-02 1.962181e-02
 [9,] 1.237340e-02 1.391008e-02 1.403114e-02 1.437664e-02 1.872003e-02
[10,] 1.980462e-02 2.402162e-02 2.535265e-02 2.446712e-02 2.487436e-02
[11,] 2.841429e-02 3.728575e-02 4.229409e-02 4.229571e-02 3.995753e-02
[12,] 3.679626e-02 5.191463e-02 6.356824e-02 6.783493e-02 6.526058e-02
[13,] 4.367256e-02 6.519335e-02 8.583940e-02 9.845180e-02 9.986292e-02
[14,] 4.899112e-02 7.473048e-02 1.045608e-01 1.287240e-01 1.392768e-01
[15,] 5.482846e-02 8.012530e-02 1.159848e-01 1.519941e-01 1.757551e-01
[16,] 6.526805e-02 8.411574e-02 1.194824e-01 1.632811e-01 2.007698e-01
[17,] 8.460037e-02 9.214118e-02 1.188274e-01 1.621717e-01 2.087558e-01
[18,] 1.141298e-01 1.097440e-01 1.212238e-01 1.539883e-01 2.002547e-01
[19,] 1.493851e-01 1.385618e-01 1.337524e-01 1.480299e-01 1.825958e-01
[20,] 1.803286e-01 1.733407e-01 1.585867e-01 1.529928e-01 1.671641e-01
[21,] 1.957092e-01 2.028453e-01 1.900044e-01 1.715878e-01 1.639241e-01
[22,] 1.893636e-01 2.153392e-01 2.161171e-01 1.978173e-01 1.758028e-01
[23,] 1.639805e-01 2.054988e-01 2.253170e-01 2.196036e-01 1.965497e-01
[24,] 1.293460e-01 1.776926e-01 2.134192e-01 2.259504e-01 2.142507e-01
[25,] 9.642672e-02 1.429931e-01 1.861475e-01 2.138963e-01 2.188391e-01
[26,] 7.176372e-02 1.122578e-01 1.549472e-01 1.899794e-01 2.084489e-01
[27,] 5.577883e-02 9.051148e-02 1.294456e-01 1.650288e-01 1.897691e-01
[28,] 4.506625e-02 7.619854e-02 1.123267e-01 1.464982e-01 1.721633e-01
[29,] 3.599597e-02 6.465905e-02 9.986709e-02 1.343247e-01 1.604285e-01
[30,] 2.692748e-02 5.234380e-02 8.659006e-02 1.229237e-01 1.519865e-01
[31,] 1.821192e-02 3.875280e-02 6.976389e-02 1.067669e-01 1.402136e-01
[32,] 1.093545e-02 2.562271e-02 5.064352e-02 8.467103e-02 1.204230e-01
[33,] 5.780819e-03 1.495658e-02 3.259905e-02 5.996029e-02 9.340916e-02
[34,] 2.680434e-03 7.667628e-03 1.846743e-02 3.749812e-02 6.436644e-02
[35,] 1.088401e-03 3.444409e-03 9.176084e-03 2.060306e-02 3.908481e-02
[36,] 3.867614e-04 1.354444e-03 3.993086e-03 9.922523e-03 2.083554e-02
[37,] 1.202378e-04 4.660313e-04 1.520828e-03 4.184457e-03 9.734689e-03
[38,] 3.269865e-05 1.402811e-04 5.068212e-04 1.544537e-03 3.983397e-03
[39,] 7.778375e-06 3.693892e-05 1.477711e-04 4.989238e-04 1.427223e-03
[40,] 1.618496e-06 8.508674e-06 3.769423e-05 1.410382e-04 4.477397e-04
[41,] 2.945765e-07 1.714489e-06 8.412384e-06 3.489197e-05 1.229971e-04
[42,] 4.689765e-08 3.022112e-07 1.642629e-06 7.555037e-06 2.959172e-05
[43,] 6.530975e-09 4.660179e-08 2.806481e-07 1.431928e-06 6.236569e-06
[44,] 7.955832e-10 6.286745e-09 4.195831e-08 2.375964e-07 1.151687e-06
[45,] 8.477801e-11 7.419925e-10 5.489659e-09 3.451968e-08 1.864099e-07
[46,] 7.902823e-12 7.662074e-11 6.286220e-10 4.392264e-09 2.645461e-08
[47,] 6.444590e-13 6.922978e-12 6.300917e-11 4.895592e-10 3.293083e-09
[48,] 4.597698e-14 5.473608e-13 5.529086e-12 4.781188e-11 3.597215e-10
[49,] 2.869698e-15 3.787271e-14 4.248270e-13 4.092740e-12 3.449871e-11
[50,] 1.567132e-16 2.293491e-15 2.858692e-14 3.071803e-13 2.906295e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.386120e-02 4.142208e-02 3.295297e-02 2.210463e-02 1.252083e-02
 [2,] 6.116716e-02 6.400131e-02 5.644522e-02 4.201138e-02 2.643727e-02
 [3,] 7.487064e-02 8.683279e-02 8.495222e-02 7.022092e-02 4.915635e-02
 [4,] 8.069117e-02 1.037829e-01 1.127298e-01 1.036140e-01 8.082284e-02
 [5,] 7.705086e-02 1.099503e-01 1.327307e-01 1.358655e-01 1.183413e-01
 [6,] 6.601487e-02 1.044593e-01 1.402585e-01 1.601450e-01 1.561005e-01
 [7,] 5.207364e-02 9.090769e-02 1.356413e-01 1.728629e-01 1.888141e-01
 [8,] 3.986809e-02 7.515147e-02 1.237252e-01 1.755004e-01 2.144737e-01
 [9,] 3.271368e-02 6.239471e-02 1.106947e-01 1.728765e-01 2.346601e-01
[10,] 3.275651e-02 5.588940e-02 1.010848e-01 1.695167e-01 2.517429e-01
[11,] 4.194124e-02 5.769382e-02 9.730857e-02 1.675995e-01 2.658792e-01
[12,] 6.227223e-02 6.990436e-02 1.012443e-01 1.681040e-01 2.752568e-01
[13,] 9.459685e-02 9.450580e-02 1.153841e-01 1.732074e-01 2.795514e-01
[14,] 1.365953e-01 1.315000e-01 1.417361e-01 1.865977e-01 2.826460e-01
[15,] 1.816505e-01 1.767683e-01 1.791454e-01 2.106409e-01 2.908592e-01
[16,] 2.199981e-01 2.216816e-01 2.214746e-01 2.428091e-01 3.074332e-01
[17,] 2.421577e-01 2.554027e-01 2.585998e-01 2.748512e-01 3.281919e-01
[18,] 2.431340e-01 2.690267e-01 2.800565e-01 2.959075e-01 3.426415e-01
[19,] 2.252578e-01 2.595504e-01 2.793575e-01 2.975276e-01 3.399591e-01
[20,] 1.979977e-01 2.317327e-01 2.568314e-01 2.774034e-01 3.152173e-01
[21,] 1.742722e-01 1.967961e-01 2.198755e-01 2.401426e-01 2.716426e-01
[22,] 1.644789e-01 1.681001e-01 1.805805e-01 1.955083e-01 2.185303e-01
[23,] 1.711613e-01 1.553124e-01 1.513547e-01 1.552923e-01 1.673729e-01
[24,] 1.877177e-01 1.598891e-01 1.399453e-01 1.296107e-01 1.285159e-01
[25,] 2.026244e-01 1.747223e-01 1.460962e-01 1.233456e-01 1.087737e-01
[26,] 2.068481e-01 1.887325e-01 1.620005e-01 1.340848e-01 1.095986e-01
[27,] 1.992913e-01 1.937761e-01 1.768808e-01 1.531103e-01 1.261896e-01
[28,] 1.861654e-01 1.891061e-01 1.831830e-01 1.697109e-01 1.487803e-01
[29,] 1.749266e-01 1.801027e-01 1.802296e-01 1.767053e-01 1.666305e-01
[30,] 1.679188e-01 1.724926e-01 1.727000e-01 1.735729e-01 1.730524e-01
[31,] 1.609377e-01 1.670481e-01 1.653579e-01 1.648906e-01 1.681668e-01
[32,] 1.474273e-01 1.591850e-01 1.585994e-01 1.554362e-01 1.571817e-01
[33,] 1.242132e-01 1.433629e-01 1.485166e-01 1.461372e-01 1.455028e-01
[34,] 9.394776e-02 1.180475e-01 1.309418e-01 1.341160e-01 1.346997e-01
[35,] 6.296730e-02 8.706476e-02 1.054950e-01 1.162039e-01 1.224248e-01
[36,] 3.716287e-02 5.688930e-02 7.621865e-02 9.235126e-02 1.056738e-01
[37,] 1.925759e-02 3.275606e-02 4.888039e-02 6.606408e-02 8.405134e-02
[38,] 8.750805e-03 1.657950e-02 2.768678e-02 4.209472e-02 6.036805e-02
[39,] 3.485386e-03 7.369834e-03 1.381999e-02 2.376402e-02 3.870144e-02
[40,] 1.216710e-03 2.876473e-03 6.074248e-03 1.185642e-02 2.201103e-02
[41,] 3.723270e-04 9.859464e-04 2.350629e-03 5.222142e-03 1.107020e-02
[42,] 9.990418e-05 2.968916e-04 8.010903e-04 2.029562e-03 4.914837e-03
[43,] 2.351377e-05 7.857849e-05 2.405145e-04 6.958553e-04 1.924108e-03
[44,] 4.856512e-06 1.828959e-05 6.363948e-05 2.104375e-04 6.636953e-04
[45,] 8.806376e-07 3.745777e-06 1.484500e-05 5.612022e-05 2.015722e-04
[46,] 1.402706e-07 6.753941e-07 3.053550e-06 1.319401e-05 5.386898e-05
[47,] 1.963687e-08 1.072688e-07 5.539280e-07 2.733541e-06 1.265981e-05
[48,] 2.417489e-09 1.501370e-08 8.861796e-08 4.988409e-07 2.614810e-06
[49,] 2.618745e-10 1.852499e-09 1.250110e-08 8.014141e-08 4.743881e-07
[50,] 2.497475e-11 2.015550e-10 1.554595e-09 1.132830e-08 7.555789e-08
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.002297e-03 2.443685e-03 8.495914e-04 2.545607e-04 0.0000668148
 [2,] 1.410579e-02 6.408592e-03 2.495551e-03 8.417201e-04 0.0002503068
 [3,] 2.924333e-02 1.486077e-02 6.500372e-03 2.476091e-03 0.0008367322
 [4,] 5.373045e-02 3.062623e-02 1.509605e-02 6.514369e-03 0.0025069548
 [5,] 8.814650e-02 5.652653e-02 3.149328e-02 1.543222e-02 0.0067674656
 [6,] 1.306122e-01 9.448203e-02 5.962084e-02 3.319445e-02 0.0165583189
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[38,] 1.747658e-01 2.834408e-01 4.108069e-01 5.432068e-01 6.686640e-01
[39,] 1.052757e-01 1.859630e-01 2.904831e-01 4.092441e-01 5.314296e-01
[40,] 5.766739e-02 1.118423e-01 1.902520e-01 2.888391e-01 3.997269e-01
[41,] 2.863380e-02 6.142602e-02 1.149298e-01 1.901685e-01 2.834878e-01
[42,] 1.292428e-02 3.084210e-02 6.406508e-02 1.167843e-01 1.895538e-01
[43,] 5.369022e-03 1.422016e-02 3.304489e-02 6.698719e-02 1.195646e-01
[44,] 2.138926e-03 6.061650e-03 1.580774e-02 3.587506e-02 7.097230e-02
[45,] 9.304544e-04 2.420170e-03 7.010794e-03 1.786084e-02 3.935508e-02
[46,] 5.598349e-04 9.421028e-04 2.876123e-03 8.198636e-03 2.015554e-02
[47,] 4.826560e-04 4.029847e-04 1.094486e-03 3.435559e-03 9.412973e-03
[48,] 4.672277e-04 2.285177e-04 3.979988e-04 1.303817e-03 3.962511e-03
[49,] 4.277652e-04 1.726390e-04 1.532317e-04 4.484268e-04 1.490425e-03
[50,] 3.497288e-04 1.419624e-04 7.414948e-05 1.435210e-04 4.985775e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.886317e-15 2.492155e-16 1.822802e-17 1.128640e-18 5.912110e-20
 [2,] 5.039875e-14 4.812849e-15 3.893623e-16 2.666778e-17 1.545319e-18
 [3,] 7.699552e-13 8.132090e-14 7.276919e-15 5.513227e-16 3.534195e-17
 [4,] 1.029229e-11 1.202282e-12 1.190018e-13 9.973504e-15 7.072904e-16
 [5,] 1.203919e-10 1.555443e-11 1.702994e-12 1.578907e-13 1.238760e-14
 [6,] 1.232452e-09 1.761142e-10 2.132938e-11 2.187700e-12 1.898968e-13
 [7,] 1.104315e-08 1.745383e-09 2.338378e-10 2.653449e-11 2.548377e-12
 [8,] 8.662559e-08 1.514342e-08 2.244432e-09 2.817824e-10 2.994458e-11
 [9,] 5.950228e-07 1.150526e-07 1.886505e-08 2.620633e-09 3.081743e-10
[10,] 3.580072e-06 7.656706e-07 1.389009e-07 2.135147e-08 2.778716e-09
[11,] 1.887558e-05 4.465129e-06 8.962337e-07 1.524598e-07 2.196059e-08
[12,] 8.725620e-05 2.282956e-05 5.070225e-06 9.545770e-07 1.522027e-07
[13,] 3.539147e-04 1.024070e-04 2.516573e-05 5.244186e-06 9.256859e-07
[14,] 1.260777e-03 4.033881e-04 1.096831e-04 2.529975e-05 4.944508e-06
[15,] 3.950042e-03 1.397020e-03 4.202439e-04 1.072961e-04 2.321898e-05
[16,] 1.090424e-02 4.260618e-03 1.417519e-03 4.005588e-04 9.597889e-05
[17,] 2.659071e-02 1.146790e-02 4.217513e-03 1.318598e-03 3.497906e-04
[18,] 5.748238e-02 2.732259e-02 1.109645e-02 3.836044e-03 1.126149e-03
[19,] 1.106876e-01 5.785224e-02 2.590389e-02 9.890419e-03 3.210748e-03
[20,] 1.910826e-01 1.094436e-01 5.388993e-02 2.268257e-02 8.131513e-03
[21,] 2.982148e-01 1.862741e-01 1.004834e-01 4.648898e-02 1.836373e-02
[22,] 4.251026e-01 2.877506e-01 1.691580e-01 8.566035e-02 3.716017e-02
[23,] 5.600881e-01 4.077158e-01 2.594330e-01 1.429716e-01 6.779351e-02
[24,] 6.906599e-01 5.361927e-01 3.663944e-01 2.181740e-01 1.123786e-01
[25,] 8.069813e-01 6.626245e-01 4.822670e-01 3.078132e-01 1.709449e-01
[26,] 9.038919e-01 7.787337e-01 5.990993e-01 4.066542e-01 2.415445e-01
[27,] 9.815882e-01 8.799499e-01 7.109087e-01 5.098145e-01 3.215414e-01
[28,] 1.044937e+00 9.654494e-01 8.142231e-01 6.140267e-01 4.091428e-01
[29,] 1.100468e+00 1.036931e+00 9.070866e-01 7.170113e-01 5.036599e-01
[30,] 1.151253e+00 1.096088e+00 9.873213e-01 8.153846e-01 6.037063e-01
[31,] 1.192852e+00 1.141682e+00 1.051070e+00 9.027688e-01 7.042953e-01
[32,] 1.214461e+00 1.168527e+00 1.092711e+00 9.699134e-01 7.952271e-01
[33,] 1.205560e+00 1.170146e+00 1.106896e+00 1.007553e+00 8.629105e-01
[34,] 1.162899e+00 1.143655e+00 1.092067e+00 1.010975e+00 8.956950e-01
[35,] 1.091684e+00 1.092432e+00 1.052845e+00 9.836424e-01 8.901429e-01
[36,] 1.000295e+00 1.023504e+00 9.983338e-01 9.367957e-01 8.541801e-01
[37,] 8.942724e-01 9.418751e-01 9.363611e-01 8.838118e-01 8.040303e-01
[38,] 7.754858e-01 8.476376e-01 8.681453e-01 8.321950e-01 7.555061e-01
[39,] 6.463635e-01 7.390411e-01 7.886724e-01 7.792319e-01 7.148300e-01
[40,] 5.137410e-01 6.182262e-01 6.930880e-01 7.155193e-01 6.758147e-01
[41,] 3.879907e-01 4.934885e-01 5.832577e-01 6.339092e-01 6.260777e-01
[42,] 2.785570e-01 3.758811e-01 4.683783e-01 5.362045e-01 5.574532e-01
[43,] 1.903238e-01 2.738396e-01 3.596716e-01 4.321645e-01 4.720633e-01
[44,] 1.234133e-01 1.906811e-01 2.647275e-01 3.329295e-01 3.798796e-01
[45,] 7.527544e-02 1.259274e-01 1.860923e-01 2.455295e-01 2.915873e-01
[46,] 4.260134e-02 7.775771e-02 1.234817e-01 1.723221e-01 2.136468e-01
[47,] 2.203786e-02 4.414682e-02 7.604438e-02 1.135095e-01 1.483358e-01
[48,] 1.028334e-02 2.269633e-02 4.272199e-02 6.894844e-02 9.616536e-02
[49,] 4.284358e-03 1.044166e-02 2.158796e-02 3.798876e-02 5.720989e-02
[50,] 1.582489e-03 4.263254e-03 9.712285e-03 1.874374e-02 3.075122e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.618338e-21 9.797974e-23 3.096142e-24 8.257370e-26 1.857737e-27
 [2,] 7.571300e-20 3.134539e-21 1.095904e-22 3.233911e-24 8.050512e-26
 [3,] 1.915676e-18 8.774619e-20 3.394320e-21 1.108292e-22 3.052912e-24
 [4,] 4.241517e-17 2.149533e-18 9.200426e-20 3.324067e-21 1.013234e-22
 [5,] 8.218995e-16 4.608666e-17 2.182711e-18 8.726436e-20 2.943576e-21
 [6,] 1.394049e-14 8.649471e-16 4.533043e-17 2.005544e-18 7.486739e-20
 [7,] 2.070035e-13 1.421252e-14 8.242866e-16 4.035996e-17 1.667488e-18
 [8,] 2.691642e-12 2.045149e-13 1.312723e-14 7.113954e-16 3.253198e-17
 [9,] 3.065617e-11 2.577981e-12 1.831513e-13 1.098641e-14 5.561431e-16
[10,] 3.059374e-10 2.847711e-11 2.239537e-12 1.487179e-13 8.334469e-15
[11,] 2.676401e-09 2.757857e-10 2.401179e-11 1.765426e-12 1.095496e-13
[12,] 2.053556e-08 2.342868e-09 2.258700e-10 1.838967e-11 1.263731e-12
[13,] 1.382890e-07 1.747108e-08 1.865366e-09 1.682090e-10 1.280360e-11
[14,] 8.179920e-07 1.144578e-07 1.353643e-08 1.352216e-09 1.140306e-10
[15,] 4.254271e-06 6.594098e-07 8.639911e-08 9.563055e-09 8.936342e-10
[16,] 1.947803e-05 3.344751e-06 4.856064e-07 5.956633e-08 6.169412e-09
[17,] 7.862314e-05 1.495820e-05 2.406654e-06 3.272085e-07 3.756867e-08
[18,] 2.802963e-04 5.907674e-05 1.053330e-05 1.587441e-06 2.020719e-07
[19,] 8.844691e-04 2.064481e-04 4.078414e-05 6.812571e-06 9.614407e-07
[20,] 2.476729e-03 6.397883e-04 1.399725e-04 2.590665e-05 4.052649e-06
[21,] 6.174229e-03 1.762940e-03 4.267535e-04 8.745930e-05 1.515796e-05
[22,] 1.375608e-02 4.332974e-03 1.158778e-03 2.626562e-04 5.039025e-05
[23,] 2.752688e-02 9.536382e-03 2.810936e-03 7.033935e-04 1.491620e-04
[24,] 4.978950e-02 1.889035e-02 6.115884e-03 1.684873e-03 3.940721e-04
[25,] 8.208948e-02 3.391242e-02 1.200127e-02 3.625492e-03 9.322271e-04
[26,] 1.247439e-01 5.570912e-02 2.141231e-02 7.054181e-03 1.984935e-03
[27,] 1.771911e-01 8.485925e-02 3.515107e-02 1.253922e-02 3.836915e-03
[28,] 2.391062e-01 1.219098e-01 5.398933e-02 2.068418e-02 6.828817e-03
[29,] 3.113011e-01 1.682666e-01 7.920393e-02 3.235355e-02 1.143171e-02
[30,] 3.950570e-01 2.265299e-01 1.132296e-01 4.916877e-02 1.850056e-02
[31,] 4.894434e-01 2.991602e-01 1.595858e-01 7.395778e-02 2.969365e-02
[32,] 5.880473e-01 3.853559e-01 2.212153e-01 1.104584e-01 4.777663e-02
[33,] 6.778835e-01 4.777969e-01 2.973139e-01 1.616144e-01 7.624952e-02
[34,] 7.426202e-01 5.620755e-01 3.803090e-01 2.266134e-01 1.177724e-01
[35,] 7.695780e-01 6.207932e-01 4.556612e-01 2.981871e-01 1.715347e-01
[36,] 7.568528e-01 6.413701e-01 5.063001e-01 3.626319e-01 2.309163e-01
[37,] 7.156558e-01 6.232969e-01 5.205257e-01 4.041942e-01 2.836540e-01
[38,] 6.650967e-01 5.795741e-01 4.988646e-01 4.125510e-01 3.159511e-01
[39,] 6.215819e-01 5.300993e-01 4.546865e-01 3.889167e-01 3.191971e-01
[40,] 5.896010e-01 4.904440e-01 4.070094e-01 3.459841e-01 2.950882e-01
[41,] 5.606854e-01 4.635436e-01 3.697540e-01 3.008388e-01 2.550325e-01
[42,] 5.214252e-01 4.402768e-01 3.448850e-01 2.654416e-01 2.136539e-01
[43,] 4.640417e-01 4.081205e-01 3.241133e-01 2.413645e-01 1.808850e-01
[44,] 3.911834e-01 3.606793e-01 2.970698e-01 2.220089e-01 1.581781e-01
[45,] 3.124357e-01 3.009234e-01 2.590409e-01 1.995452e-01 1.407591e-01
[46,] 2.374001e-01 2.372606e-01 2.127994e-01 1.706669e-01 1.230472e-01
[47,] 1.716413e-01 1.775344e-01 1.649028e-01 1.374441e-01 1.026615e-01
[48,] 1.171286e-01 1.260399e-01 1.210434e-01 1.043252e-01 8.075317e-02
[49,] 7.432424e-02 8.417616e-02 8.409836e-02 7.490915e-02 5.987749e-02
[50,] 4.312427e-02 5.210627e-02 5.481702e-02 5.081551e-02 4.196971e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.524133e-29 5.634722e-31 7.590867e-33 8.613483e-35 8.230363e-37
 [2,] 1.689900e-27 2.989963e-29 4.457411e-31 5.597316e-33 5.918892e-35
 [3,] 7.091428e-26 1.388467e-27 2.290674e-29 3.183346e-31 3.725451e-33
 [4,] 2.604512e-24 5.643406e-26 1.030378e-27 1.584738e-29 2.052600e-31
 [5,] 8.373530e-23 2.007967e-24 4.057513e-26 6.906886e-28 9.901552e-30
 [6,] 2.357040e-21 6.255657e-23 1.399103e-24 2.636090e-26 4.182945e-28
 [7,] 5.810424e-20 1.706879e-21 4.225566e-23 8.812835e-25 1.548004e-26
 [8,] 1.254768e-18 4.080235e-20 1.118179e-21 2.581680e-23 5.020352e-25
 [9,] 2.374611e-17 8.548437e-19 2.593607e-20 6.629846e-22 1.427446e-23
[10,] 3.939950e-16 1.570410e-17 5.275675e-19 1.493288e-20 3.560274e-22
[11,] 5.734490e-15 2.531108e-16 9.416519e-18 2.951822e-19 7.794411e-21
[12,] 7.326294e-14 3.581543e-15 1.475850e-16 5.124549e-18 1.498934e-19
[13,] 8.222286e-13 4.452822e-14 2.032771e-15 7.819978e-17 2.534297e-18
[14,] 8.113466e-12 4.868579e-13 2.462831e-14 1.049917e-15 3.770793e-17
[15,] 7.046418e-11 4.686187e-12 2.627456e-13 1.241552e-14 4.942829e-16
[16,] 5.392306e-10 3.975426e-11 2.471090e-12 1.294596e-13 5.714606e-15
[17,] 3.640546e-09 2.975965e-10 2.051258e-11 1.191746e-12 5.834166e-14
[18,] 2.171300e-08 1.968371e-09 1.504759e-10 9.696878e-12 5.265707e-13
[19,] 1.145590e-07 1.151801e-08 9.766806e-10 6.981897e-11 4.206166e-12
[20,] 5.354125e-07 5.970022e-08 5.615156e-09 4.452950e-10 2.976230e-11
[21,] 2.219641e-06 2.744109e-07 2.862347e-08 2.517793e-09 1.866837e-10
[22,] 8.173130e-06 1.119732e-06 1.294782e-07 1.262903e-08 1.038521e-09
[23,] 2.676783e-05 4.060349e-06 5.201206e-07 5.622245e-08 5.125256e-09
[24,] 7.810673e-05 1.309977e-05 1.856884e-06 2.222481e-07 2.244354e-08
[25,] 2.035470e-04 3.766708e-05 5.898480e-06 7.806572e-07 8.723506e-08
[26,] 4.756335e-04 9.681718e-05 1.670732e-05 2.440191e-06 3.012528e-07
[27,] 1.003577e-03 2.236941e-04 4.238116e-05 6.810431e-06 9.266106e-07
[28,] 1.935655e-03 4.694610e-04 9.712341e-05 1.709374e-05 2.553576e-06
[29,] 3.482561e-03 9.117165e-04 2.044556e-04 3.915648e-05 6.386793e-06
[30,] 6.017261e-03 1.687471e-03 4.069304e-04 8.414350e-05 1.487675e-05
[31,] 1.030844e-02 3.089109e-03 7.976121e-04 1.770777e-04 3.372361e-05
[32,] 1.785705e-02 5.758243e-03 1.599840e-03 3.824298e-04 7.852162e-05
[33,] 3.110509e-02 1.094606e-02 3.317547e-03 8.647675e-04 1.935801e-04
[34,] 5.306779e-02 2.065615e-02 6.928150e-03 1.998379e-03 4.948018e-04
[35,] 8.596052e-02 3.731066e-02 1.397232e-02 4.501214e-03 1.244288e-03
[36,] 1.289517e-01 6.259693e-02 2.625975e-02 9.479973e-03 2.935257e-03
[37,] 1.762277e-01 9.563166e-02 4.493784e-02 1.817864e-02 6.303560e-03
[38,] 2.173050e-01 1.314761e-01 6.908119e-02 3.126722e-02 1.212496e-02
[39,] 2.407418e-01 1.616052e-01 9.467124e-02 4.784308e-02 2.071155e-02
[40,] 2.398629e-01 1.771267e-01 1.151894e-01 6.482852e-02 3.127249e-02
[41,] 2.167480e-01 1.733622e-01 1.242564e-01 7.760439e-02 4.162894e-02
[42,] 1.812204e-01 1.526570e-01 1.190181e-01 8.201410e-02 4.878934e-02
[43,] 1.452276e-01 1.230949e-01 1.018714e-01 7.663373e-02 5.033285e-02
[44,] 1.166545e-01 9.391004e-02 7.908857e-02 6.364075e-02 4.576658e-02
[45,] 9.679016e-02 7.096015e-02 5.732220e-02 4.754654e-02 3.683076e-02
[46,] 8.234623e-02 5.520433e-02 4.055063e-02 3.274838e-02 2.648738e-02
[47,] 6.943235e-02 4.438374e-02 2.931425e-02 2.166609e-02 1.736794e-02
[48,] 5.621753e-02 3.579236e-02 2.203411e-02 1.447657e-02 1.076624e-02
[49,] 4.305133e-02 2.797787e-02 1.684742e-02 1.008018e-02 6.638488e-03
[50,] 3.111559e-02 2.079501e-02 1.264426e-02 7.243380e-03 4.252950e-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  
     60.209        2.433  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1x8201257333020.ps tmp/1x8201257333020.png")
> system("convert tmp/29vvx1257333020.ps tmp/29vvx1257333020.png")
> system("convert tmp/30u4w1257333020.ps tmp/30u4w1257333020.png")
> system("convert tmp/4ft921257333020.ps tmp/4ft921257333020.png")
> system("convert tmp/5s5tr1257333020.ps tmp/5s5tr1257333020.png")
> system("convert tmp/64j841257333020.ps tmp/64j841257333020.png")
> system("convert tmp/7v3s21257333020.ps tmp/7v3s21257333020.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.120   1.900   3.681