R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7)
> y <- c(7.6,8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5)
> x <- c(31.481,29.896,33.842,39.120,33.702,25.094,51.442,45.594,52.518,48.564,41.745,49.585,32.747,33.379,35.645,37.034,35.681,20.972,58.552,54.955,65.540,51.570,51.145,46.641,35.704,33.253,35.193,41.668,34.865,21.210,56.126,49.231,59.723,48.103,47.472,50.497,40.059,34.149,36.860,46.356,36.577,23.872,57.276,56.389,57.657,62.300,48.929,51.168,39.636,33.213,38.127,43.291,30.600,21.956,48.033,46.148,50.736,48.114,38.390,44.112)
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1n7yn1257966414.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/2cmk31257966414.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/3dm3w1257966414.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/4ogps1257966414.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/rcomp/tmp/5k5rc1257966414.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  
   7.008111     0.003687  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6o6ws1257966414.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1] 5.383156 5.449150 5.515143 5.581137 5.647131 5.713124 5.779118 5.845112
 [9] 5.911105 5.977099 6.043092 6.109086 6.175080 6.241073 6.307067 6.373061
[17] 6.439054 6.505048 6.571041 6.637035 6.703029 6.769022 6.835016 6.901010
[25] 6.967003 7.032997 7.098990 7.164984 7.230978 7.296971 7.362965 7.428959
[33] 7.494952 7.560946 7.626939 7.692933 7.758927 7.824920 7.890914 7.956908
[41] 8.022901 8.088895 8.154888 8.220882 8.286876 8.352869 8.418863 8.484857
[49] 8.550850 8.616844

$yords
 [1]  75.25493  76.33228  77.40963  78.48698  79.56433  80.64168  81.71903
 [8]  82.79638  83.87373  84.95108  86.02843  87.10578  88.18313  89.26048
[15]  90.33783  91.41518  92.49253  93.56988  94.64723  95.72458  96.80193
[22]  97.87928  98.95663 100.03398 101.11133 102.18867 103.26602 104.34337
[29] 105.42072 106.49807 107.57542 108.65277 109.73012 110.80747 111.88482
[36] 112.96217 114.03952 115.11687 116.19422 117.27157 118.34892 119.42627
[43] 120.50362 121.58097 122.65832 123.73567 124.81302 125.89037 126.96772
[50] 128.04507

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.230298e-11 7.537179e-11 4.341696e-10 2.334074e-09 1.165442e-08
 [2,] 4.385634e-11 2.526942e-10 1.381734e-09 7.100189e-09 3.403778e-08
 [3,] 1.534050e-10 8.234046e-10 4.237253e-09 2.067914e-08 9.479094e-08
 [4,] 5.305545e-10 2.631335e-09 1.262242e-08 5.801142e-08 2.526824e-07
 [5,] 1.820920e-09 8.311030e-09 3.685621e-08 1.580059e-07 6.485528e-07
 [6,] 6.190700e-09 2.604770e-08 1.063220e-07 4.216159e-07 1.615456e-06
 [7,] 2.070986e-08 8.088940e-08 3.043185e-07 1.111053e-06 3.940208e-06
 [8,] 6.753778e-08 2.473055e-07 8.632730e-07 2.904651e-06 9.487545e-06
 [9,] 2.126631e-07 7.375296e-07 2.412157e-06 7.527617e-06 2.266056e-05
[10,] 6.412838e-07 2.125004e-06 6.578598e-06 1.922486e-05 5.366188e-05
[11,] 1.840318e-06 5.866329e-06 1.734405e-05 4.795047e-05 1.252808e-04
[12,] 5.003676e-06 1.541794e-05 4.383401e-05 1.156809e-04 2.857999e-04
[13,] 1.285146e-05 3.840387e-05 1.055116e-04 2.676645e-04 6.309818e-04
[14,] 3.112277e-05 9.038767e-05 2.407823e-04 5.901076e-04 1.336740e-03
[15,] 7.099389e-05 2.006458e-04 5.193646e-04 1.233867e-03 2.699474e-03
[16,] 1.524806e-04 4.196824e-04 1.056963e-03 2.439453e-03 5.172377e-03
[17,] 3.084211e-04 8.269453e-04 2.027761e-03 4.552509e-03 9.375360e-03
[18,] 5.879788e-04 1.535633e-03 3.667109e-03 8.013848e-03 1.604991e-02
[19,] 1.058158e-03 2.690736e-03 6.256233e-03 1.330960e-02 2.593842e-02
[20,] 1.802346e-03 4.458227e-03 1.008606e-02 2.088068e-02 3.959754e-02
[21,] 2.917095e-03 7.008868e-03 1.541011e-02 3.101731e-02 5.720380e-02
[22,] 4.512087e-03 1.050831e-02 2.241269e-02 4.379283e-02 7.845241e-02
[23,] 6.721401e-03 1.513092e-02 3.122724e-02 5.910015e-02 1.026512e-01
[24,] 9.732811e-03 2.110989e-02 4.202608e-02 7.682064e-02 1.290400e-01
[25,] 1.383192e-02 2.881486e-02 5.515950e-02 9.707528e-02 1.572291e-01
[26,] 1.943930e-02 3.881306e-02 7.126207e-02 1.204131e-01 1.875192e-01
[27,] 2.709935e-02 5.184032e-02 9.120311e-02 1.477462e-01 2.208265e-01
[28,] 3.737488e-02 6.861056e-02 1.157819e-01 1.799053e-01 2.580741e-01
[29,] 5.062656e-02 8.945000e-02 1.451772e-01 2.168763e-01 2.991930e-01
[30,] 6.671501e-02 1.138452e-01 1.783251e-01 2.570082e-01 3.421669e-01
[31,] 8.473249e-02 1.400968e-01 2.125278e-01 2.966226e-01 3.826737e-01
[32,] 1.029118e-01 1.653026e-01 2.435932e-01 3.303783e-01 4.146895e-01
[33,] 1.188295e-01 1.858059e-01 2.666239e-01 3.524421e-01 4.319947e-01
[34,] 1.299121e-01 1.980502e-01 2.772754e-01 3.581207e-01 4.300577e-01
[35,] 1.341107e-01 1.995733e-01 2.730446e-01 3.453339e-01 4.075384e-01
[36,] 1.305030e-01 1.897630e-01 2.540759e-01 3.153294e-01 3.667968e-01
[37,] 1.195844e-01 1.700686e-01 2.231575e-01 2.723542e-01 3.132340e-01
[38,] 1.031300e-01 1.435851e-01 1.849206e-01 2.224489e-01 2.537869e-01
[39,] 8.368641e-02 1.141861e-01 1.445811e-01 1.718680e-01 1.951998e-01
[40,] 6.389866e-02 8.554921e-02 1.067049e-01 1.257087e-01 1.426741e-01
[41,] 4.591830e-02 6.040973e-02 7.439335e-02 8.714179e-02 9.922774e-02
[42,] 3.106699e-02 4.023202e-02 4.904654e-02 5.732902e-02 6.576149e-02
[43,] 1.979987e-02 2.529222e-02 3.061646e-02 3.584932e-02 4.159127e-02
[44,] 1.189529e-02 1.502508e-02 1.812204e-02 2.134317e-02 2.513887e-02
[45,] 6.742327e-03 8.445223e-03 1.018746e-02 1.211800e-02 1.454080e-02
[46,] 3.609246e-03 4.497791e-03 5.448494e-03 6.572080e-03 8.059252e-03
[47,] 1.826945e-03 2.273430e-03 2.777189e-03 3.410000e-03 4.285992e-03
[48,] 8.756830e-04 1.092478e-03 1.351509e-03 1.695322e-03 2.190484e-03
[49,] 3.980769e-04 5.000176e-04 6.290362e-04 8.089047e-04 1.078041e-03
[50,] 1.719247e-04 2.183796e-04 2.805052e-04 3.711133e-04 5.122822e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.391259e-08 2.308697e-07 9.155811e-07 3.366499e-06 1.149364e-05
 [2,] 1.515232e-07 6.248582e-07 2.385407e-06 8.433795e-06 2.764872e-05
 [3,] 4.052174e-07 1.608219e-06 5.912227e-06 2.012042e-05 6.342034e-05
 [4,] 1.033218e-06 3.938579e-06 1.393592e-05 4.567150e-05 1.385595e-04
 [5,] 2.521254e-06 9.196310e-06 3.125992e-05 9.861062e-05 2.880958e-04
 [6,] 5.922107e-06 2.054765e-05 6.685650e-05 2.026507e-04 5.699357e-04
 [7,] 1.349423e-05 4.418371e-05 1.368297e-04 3.971545e-04 1.073503e-03
 [8,] 3.009629e-05 9.214204e-05 2.694973e-04 7.449740e-04 1.929055e-03
 [9,] 6.624303e-05 1.880237e-04 5.147384e-04 1.345094e-03 3.319510e-03
[10,] 1.446067e-04 3.785418e-04 9.618841e-04 2.355653e-03 5.501656e-03
[11,] 3.130164e-04 7.557493e-04 1.773147e-03 4.036858e-03 8.850012e-03
[12,] 6.682200e-04 1.496229e-03 3.241055e-03 6.824881e-03 1.393903e-02
[13,] 1.394557e-03 2.922126e-03 5.874625e-03 1.144082e-02 2.166828e-02
[14,] 2.818046e-03 5.581160e-03 1.050510e-02 1.901661e-02 3.340256e-02
[15,] 5.466936e-03 1.032597e-02 1.837557e-02 3.118183e-02 5.104770e-02
[16,] 1.011447e-02 1.834934e-02 3.114611e-02 5.001517e-02 7.693734e-02
[17,] 1.776370e-02 3.111230e-02 5.072724e-02 7.775288e-02 1.134097e-01
[18,] 2.953011e-02 5.010683e-02 7.887820e-02 1.162006e-01 1.620476e-01
[19,] 4.640075e-02 7.644469e-02 1.165952e-01 1.659311e-01 2.227397e-01
[20,] 6.890648e-02 1.103596e-01 1.634540e-01 2.255279e-01 2.929234e-01
[21,] 9.682114e-02 1.508174e-01 2.171986e-01 2.912611e-01 3.674616e-01
[22,] 1.290550e-01 1.954788e-01 2.738853e-01 3.575325e-01 4.394629e-01
[23,] 1.638842e-01 2.411763e-01 3.287270e-01 4.181581e-01 5.019806e-01
[24,] 1.995217e-01 2.848479e-01 3.774586e-01 4.681426e-01 5.500579e-01
[25,] 2.348321e-01 3.245881e-01 4.177112e-01 5.052590e-01 5.823052e-01
[26,] 2.698204e-01 3.603005e-01 4.497450e-01 5.307014e-01 6.012826e-01
[27,] 3.055358e-01 3.935244e-01 4.760952e-01 5.484242e-01 6.124421e-01
[28,] 3.432612e-01 4.263641e-01 5.001699e-01 5.633666e-01 6.220105e-01
[29,] 3.832523e-01 4.599328e-01 5.243783e-01 5.792919e-01 6.346445e-01
[30,] 4.236171e-01 4.930502e-01 5.486390e-01 5.971447e-01 6.517443e-01
[31,] 4.599806e-01 5.218881e-01 5.699624e-01 6.145701e-01 6.709787e-01
[32,] 4.862728e-01 5.408361e-01 5.832957e-01 6.267056e-01 6.870691e-01
[33,] 4.964415e-01 5.442673e-01 5.832388e-01 6.278367e-01 6.934503e-01
[34,] 4.864211e-01 5.284638e-01 5.658954e-01 6.132459e-01 6.842160e-01
[35,] 4.555425e-01 4.929106e-01 5.301534e-01 5.806309e-01 6.557683e-01
[36,] 4.068289e-01 4.405076e-01 4.780166e-01 5.307272e-01 6.077544e-01
[37,] 3.461358e-01 3.767390e-01 4.140288e-01 4.670809e-01 5.431084e-01
[38,] 2.805631e-01 3.082376e-01 3.441251e-01 3.951606e-01 4.672719e-01
[39,] 2.167832e-01 2.413062e-01 2.743460e-01 3.211368e-01 3.868919e-01
[40,] 1.598239e-01 1.808346e-01 2.097717e-01 2.506789e-01 3.084109e-01
[41,] 1.125516e-01 1.297982e-01 1.538790e-01 1.880644e-01 2.369510e-01
[42,] 7.579392e-02 8.929132e-02 1.083615e-01 1.357561e-01 1.757285e-01
[43,] 4.885946e-02 5.891684e-02 7.333343e-02 9.445022e-02 1.260235e-01
[44,] 3.018155e-02 3.732507e-02 4.776881e-02 6.346652e-02 8.755457e-02
[45,] 1.788485e-02 2.273523e-02 3.001321e-02 4.128635e-02 5.903005e-02
[46,] 1.017987e-02 1.334023e-02 1.823579e-02 2.606469e-02 3.868277e-02
[47,] 5.574997e-03 7.559298e-03 1.074631e-02 1.600746e-02 2.467428e-02
[48,] 2.944250e-03 4.149602e-03 6.161424e-03 9.584883e-03 1.534187e-02
[49,] 1.503944e-03 2.214716e-03 3.447868e-03 5.606994e-03 9.312635e-03
[50,] 7.458584e-04 1.153808e-03 1.888588e-03 3.210304e-03 5.527198e-03
             [,11]        [,12]        [,13]        [,14]       [,15]
 [1,] 3.648973e-05 0.0001078449 0.0002968710 0.0007609887 0.001814736
 [2,] 8.417234e-05 0.0002383057 0.0006281157 0.0015420130 0.003525018
 [3,] 1.853755e-04 0.0005032235 0.0012705079 0.0029864591 0.006538564
 [4,] 3.893675e-04 0.0010147390 0.0024562727 0.0055302274 0.011592975
 [5,] 7.791734e-04 0.0019520423 0.0045358107 0.0097901829 0.019656611
 [6,] 1.484383e-03 0.0035789109 0.0079935530 0.0165607432 0.031874000
 [7,] 2.691733e-03 0.0062497930 0.0134333979 0.0267497286 0.049414290
 [8,] 4.649974e-03 0.0103955751 0.0215186898 0.0412361066 0.073214562
 [9,] 7.669287e-03 0.0164879903 0.0328685805 0.0606650064 0.103663493
[10,] 1.212458e-02 0.0249990429 0.0479445004 0.0852470727 0.140341503
[11,] 1.848354e-02 0.0363926226 0.0669940888 0.1146745380 0.181979667
[12,] 2.738518e-02 0.0511934394 0.0901281604 0.1482641118 0.226767303
[13,] 3.977783e-02 0.0701520227 0.1175593751 0.1853515072 0.272994956
[14,] 5.707876e-02 0.0944547687 0.1499254650 0.2258056284 0.319806124
[15,] 8.124960e-02 0.1258376792 0.1884997830 0.2703803272 0.367668484
[16,] 1.146325e-01 0.1664106974 0.2350437029 0.3205948041 0.418204412
[17,] 1.594192e-01 0.2180584045 0.2911617917 0.3780130962 0.473303168
[18,] 2.167646e-01 0.2814786750 0.3572825068 0.4431339200 0.533859761
[19,] 2.857905e-01 0.3551899758 0.4316887993 0.5144245052 0.598799940
[20,] 3.629235e-01 0.4350225071 0.5101651238 0.5881042511 0.665014502
[21,] 4.420461e-01 0.5145482720 0.5866612579 0.6589947078 0.728397060
[22,] 5.156842e-01 0.5865483318 0.6549189944 0.7222147063 0.785578195
[23,] 5.769957e-01 0.6451045499 0.7104916736 0.7750168967 0.835537604
[24,] 6.218666e-01 0.6875162173 0.7523139050 0.8179346712 0.880314714
[25,] 6.502508e-01 0.7152221106 0.7831261950 0.8547163669 0.924491504
[26,] 6.661356e-01 0.7332993682 0.8085544069 0.8910806038 0.973703497
[27,] 6.760861e-01 0.7487059952 0.8352045584 0.9328068513 1.032809328
[28,] 6.869100e-01 0.7679207393 0.8684718680 0.9838501496 1.104363102
[29,] 7.033094e-01 0.7947976257 0.9107702480 1.0450371151 1.187780283
[30,] 7.263120e-01 0.8292821832 0.9606492919 1.1136147232 1.279266109
[31,] 7.529184e-01 0.8672921271 1.0129576466 1.1836565754 1.372351756
[32,] 7.769641e-01 0.9017132286 1.0599426818 1.2471436688 1.458791887
[33,] 7.908521e-01 0.9241891015 1.0929719361 1.2954208784 1.529591423
[34,] 7.876201e-01 0.9272051161 1.1044205956 1.3206781834 1.576008803
[35,] 7.627689e-01 0.9058989754 1.0892328055 1.3171471420 1.590496444
[36,] 7.153674e-01 0.8591133247 1.0457817422 1.2818420538 1.567619927
[37,] 6.481757e-01 0.7894537076 0.9759072580 1.2148470327 1.504971280
[38,] 5.668307e-01 0.7024527022 0.8842868862 1.1192510849 1.403945742
[39,] 4.784351e-01 0.6052190495 0.7774549913 1.0008111307 1.270082670
[40,] 3.900367e-01 0.5050414690 0.6627681187 0.8673379912 1.112643981
[41,] 3.074394e-01 0.4083066185 0.5474870175 0.7277718149 0.943310453
[42,] 2.345766e-01 0.3198747895 0.4380243539 0.5910029042 0.774238542
[43,] 1.734377e-01 0.2428713104 0.3393697998 0.4646511453 0.616029621
[44,] 1.243756e-01 0.1787678666 0.2547301280 0.3541136412 0.476223833
[45,] 8.658089e-02 0.1276349861 0.1854413373 0.2621368357 0.358705356
[46,] 5.855936e-02 0.0884868856 0.1311735544 0.1889833638 0.264029323
[47,] 3.852584e-02 0.0596647137 0.0903694562 0.1330524433 0.190360621
[48,] 2.469042e-02 0.0392080194 0.0607876506 0.0916884071 0.134590571
[49,] 1.544143e-02 0.0251647948 0.0400072896 0.0619189630 0.093276261
[50,] 9.440917e-03 0.0158039887 0.0257925597 0.0409672765 0.063233065
            [,16]       [,17]      [,18]      [,19]      [,20]      [,21]
 [1,] 0.004019668 0.008253636 0.01567597 0.02748033 0.04437635 0.06590272
 [2,] 0.007495910 0.014804068 0.02709970 0.04588163 0.07169588 0.10321240
 [3,] 0.013329612 0.025276144 0.04451006 0.07264389 0.10965417 0.15278992
 [4,] 0.022636008 0.041153276 0.06959016 0.10927770 0.15904714 0.21414345
 [5,] 0.036748552 0.063994335 0.10376537 0.15650238 0.21922372 0.28472460
 [6,] 0.057071997 0.095163351 0.14782089 0.21383628 0.28781345 0.35999830
 [7,] 0.084813935 0.135454030 0.20150254 0.27934289 0.36084048 0.43412003
 [8,] 0.120614061 0.184672672 0.26320767 0.34964917 0.43328008 0.50113157
 [9,] 0.164162046 0.241314675 0.32991267 0.42032325 0.49999620 0.55639620
[10,] 0.213971339 0.302525994 0.39748869 0.48663735 0.55688803 0.59788674
[11,] 0.267501644 0.364520704 0.46148051 0.54462890 0.60197948 0.62693574
[12,] 0.321738576 0.423481272 0.51824026 0.59220796 0.63611480 0.64814082
[13,] 0.374130160 0.476713861 0.56606317 0.62990031 0.66291628 0.66828155
[14,] 0.423527873 0.523589144 0.60580941 0.66079275 0.68779648 0.69436655
[15,] 0.470646262 0.565751412 0.64058296 0.68947709 0.71614949 0.73128268
[16,] 0.517684346 0.606340711 0.67442771 0.72025172 0.75128794 0.77984820
[17,] 0.567155255 0.648479175 0.71054633 0.75532351 0.79301443 0.83616655
[18,] 0.620450241 0.693746027 0.74992169 0.79393530 0.83764811 0.89285341
[19,] 0.676915661 0.741483431 0.79113481 0.83301847 0.87977265 0.94198167
[20,] 0.734030953 0.789393944 0.83159527 0.86923225 0.91514606 0.97875831
[21,] 0.788701153 0.835190683 0.86963020 0.90149270 0.94355291 1.00445992
[22,] 0.839047163 0.878458226 0.90637570 0.93276830 0.97028899 1.02732943
[23,] 0.885780028 0.921748590 0.94649046 0.97023695 1.00553873 1.06094863
[24,] 0.932466783 0.970351448 0.99732021 1.02368827 1.06184771 1.12065842
[25,] 0.984576261 1.030864625 1.06690623 1.10286103 1.15070108 1.21936903
[26,] 1.047771618 1.109238035 1.16171703 1.21479999 1.27948943 1.36421946
[27,] 1.126171046 1.209087325 1.28496010 1.36213373 1.44978867 1.55500468
[28,] 1.221157268 1.330781082 1.43588883 1.54258843 1.65715505 1.78442950
[29,] 1.330952272 1.471339950 1.60996737 1.74943497 1.89197275 2.03955036
[30,] 1.450823198 1.624822675 1.79940714 1.97225794 2.14063801 2.30357185
[31,] 1.573617851 1.782790569 1.99361597 2.19758107 2.38661232 2.55749775
[32,] 1.690364370 1.934633630 2.17944726 2.40934617 2.61140170 2.78168910
[33,] 1.790848289 2.067879890 2.34157810 2.58970292 2.79593088 2.95772414
[34,] 1.864286489 2.168876641 2.46357241 2.72067110 2.92273726 3.07079531
[35,] 1.900330999 2.224238240 2.53000040 2.78685077 2.97888638 3.11230639
[36,] 1.890546542 2.223118302 2.52941144 2.77864666 2.95880777 3.08175014
[37,] 1.830207485 2.159818959 2.45729498 2.69487230 2.86585980 2.98683269
[38,] 1.719898324 2.035811037 2.31783672 2.54353755 2.71169673 2.84137233
[39,] 1.566220376 1.860221164 2.12355682 2.34023081 2.51337356 2.66148774
[40,] 1.381094060 1.648346723 1.89273203 2.10451191 2.28914085 2.46145088
[41,] 1.179667872 1.418561302 1.64543698 1.85559161 2.05448051 2.25079639
[42,] 0.977436536 1.188644662 1.39958988 1.60882299 1.81977981 2.03370683
[43,] 0.787501611 0.972752258 1.16827579 1.37406084 1.59023795 1.81064928
[44,] 0.618799188 0.779862882 0.95895512 1.15605216 1.36759908 1.58127570
[45,] 0.475658617 0.613856838 0.77434000 0.95619240 1.15261745 1.34717705
[46,] 0.358511983 0.474755004 0.61415169 0.77459643 0.94706177 1.11332947
[47,] 0.265220784 0.360369176 0.47687005 0.61158540 0.75450576 0.88778351
[48,] 0.192437792 0.267712584 0.36087700 0.46818300 0.57982042 0.67993121
[49,] 0.136614953 0.193845071 0.26484353 0.34574924 0.42784881 0.49820329
[50,] 0.094539707 0.136163079 0.18756839 0.24520776 0.30197907 0.34812732
          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
 [1,] 0.0898989 0.1125853 0.1295343 0.1373340 0.1352189 0.1257574 0.1140739
 [2,] 0.1366962 0.1664631 0.1865503 0.1931134 0.1864161 0.1712419 0.1552653
 [3,] 0.1962283 0.2321497 0.2532848 0.2560283 0.2425525 0.2205827 0.2006145
 [4,] 0.2663266 0.3057929 0.3246431 0.3205035 0.2983696 0.2693622 0.2466119
 [5,] 0.3424066 0.3811593 0.3935767 0.3796602 0.3479132 0.3127928 0.2893213
 [6,] 0.4180452 0.4507595 0.4526318 0.4270397 0.3861612 0.3470726 0.3254542
 [7,] 0.4862926 0.5076849 0.4960442 0.4586405 0.4107729 0.3707993 0.3535909
 [8,] 0.5414246 0.5476561 0.5217474 0.4746157 0.4233920 0.3860039 0.3751982
 [9,] 0.5806307 0.5706226 0.5325924 0.4800057 0.4300065 0.3984042 0.3950510
[10,] 0.6050956 0.5813297 0.5362731 0.4841338 0.4401041 0.4166394 0.4207286
[11,] 0.6200701 0.5885498 0.5438173 0.4986673 0.4646786 0.4504820 0.4610641
[12,] 0.6337752 0.6030433 0.5669091 0.5347197 0.5134546 0.5083178 0.5237686
[13,] 0.6552797 0.6346657 0.6146509 0.5996657 0.5919767 0.5944937 0.6128540
[14,] 0.6918075 0.6893365 0.6906072 0.6945316 0.6993970 0.7073722 0.7267799
[15,] 0.7462247 0.7667713 0.7910671 0.8128610 0.8278225 0.8389631 0.8582441
[16,] 0.8156162 0.8598706 0.9053192 0.9417323 0.9638166 0.9766749 0.9961022
[17,] 0.8917220 0.9563228 1.0182623 1.0650565 1.0920292 1.1070289 1.1290802
[18,] 0.9634670 1.0422932 1.1149119 1.1684681 1.2000914 1.2203061 1.2500532
[19,] 1.0209890 1.1072193 1.1855247 1.2443420 1.2831798 1.3144439 1.3591384
[20,] 1.0598108 1.1480878 1.2295673 1.2951095 1.3464582 1.3964832 1.4640807
[21,] 1.0835290 1.1715293 1.2569326 1.3334368 1.4041845 1.4806629 1.5774390
[22,] 1.1038409 1.1927613 1.2857193 1.3789143 1.4755144 1.5836215 1.7115231
[23,] 1.1377509 1.2316011 1.3371966 1.4522846 1.5784158 1.7184848 1.8731615
[24,] 1.2029294 1.3069224 1.4297000 1.5692582 1.7239618 1.8901975 2.0605771
[25,] 1.3128844 1.4314908 1.5735821 1.7361163 1.9131157 2.0939342 2.2637094
[26,] 1.4735413 1.6088280 1.7688092 1.9484741 2.1369922 2.3170174 2.4677139
[27,] 1.6820805 1.8327972 2.0056099 2.1931936 2.3800547 2.5432031 2.6579303
[28,] 1.9278946 2.0894836 2.2673750 2.4522067 2.6245678 2.7573077 2.8241102
[29,] 2.1948043 2.3602349 2.5343673 2.7065425 2.8544541 2.9483478 2.9623129
[30,] 2.4635489 2.6247135 2.7869834 2.9393027 3.0574600 3.1104279 3.0741650
[31,] 2.7139943 2.8633738 3.0080400 3.1372619 3.2256373 3.2417888 3.1643174
[32,] 2.9270856 3.0594183 3.1842805 3.2915259 3.3548659 3.3430338 3.2373741
[33,] 3.0868612 3.2005489 3.3074994 3.3977862 3.4441108 3.4153769 3.2952921
[34,] 3.1826182 3.2805350 3.3753146 3.4562481 3.4945719 3.4592100 3.3357305
[35,] 3.2107521 3.3000888 3.3911042 3.4708298 3.5084736 3.4729454 3.3515241
[36,] 3.1753844 3.2662818 3.3625243 3.4472685 3.4873765 3.4522263 3.3314480
[37,] 3.0870392 3.1901231 3.2985760 3.3904076 3.4304719 3.3899450 3.2624105
[38,] 2.9594157 3.0828152 3.2060965 3.3017079 3.3337967 3.2775688 3.1328701
[39,] 2.8052741 2.9520526 3.0871571 3.1782797 3.1911522 3.1077944 2.9366538
[40,] 2.6330405 2.7999526 2.9386629 3.0141767 2.9967293 2.8777856 2.6759038
[41,] 2.4455145 2.6235721 2.7545079 2.8036194 2.7485129 2.5917549 2.3619970
[42,] 2.2411395 2.4178118 2.5294446 2.5448486 2.4510477 2.2617774 2.0140066
[43,] 2.0171452 2.1794360 2.2630460 2.2430002 2.1163880 1.9064371 1.6552191
[44,] 1.7731005 1.9105001 1.9621388 1.9108318 1.7628136 1.5477386 1.3088724
[45,] 1.5133510 1.6198121 1.6407725 1.5670306 1.4117519 1.2072886 0.9943732
[46,] 1.2474135 1.3219353 1.3177987 1.2327313 1.0839154 0.9028352 0.7248640
[47,] 0.9883176 1.0342218 1.0129978 0.9274307 0.7958002 0.6459802 0.5064354
[48,] 0.7496764 0.7730386 0.7430950 0.6655532 0.5574325 0.4414170 0.3387844
[49,] 0.5426483 0.5504925 0.5188899 0.4545598 0.3717739 0.2876000 0.2168290
[50,] 0.3738190 0.3726070 0.3441805 0.2948884 0.2356632 0.1784158 0.1327077
          [,29]      [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
 [1,] 0.1058337 0.10488357 0.1116382 0.1229612 0.1336055 0.1385518 0.1351423
 [2,] 0.1459903 0.14763346 0.1593956 0.1759299 0.1898082 0.1948419 0.1886718
 [3,] 0.1917058 0.19775465 0.2159911 0.2384022 0.2554591 0.2603927 0.2519437
 [4,] 0.2400191 0.25228005 0.2780351 0.3065758 0.3268871 0.3326086 0.3244482
 [5,] 0.2871899 0.30705256 0.3407621 0.3755123 0.3999731 0.4094009 0.4070886
 [6,] 0.3296452 0.35777426 0.3993696 0.4407997 0.4719637 0.4908104 0.5032035
 [7,] 0.3652524 0.40154679 0.4508810 0.5005644 0.5432572 0.5801022 0.6185813
 [8,] 0.3945639 0.43842985 0.4958669 0.5569845 0.6182318 0.6835006 0.7599220
 [9,] 0.4215329 0.47234047 0.5391910 0.6164319 0.7043973 0.8081996 0.9318928
[10,] 0.4532204 0.51068762 0.5891722 0.6878219 0.8098332 0.9591353 1.1338065
[11,] 0.4982748 0.56254610 0.6551642 0.7795453 0.9397640 1.1358255 1.3575186
[12,] 0.5644392 0.63580799 0.7443215 0.8961438 1.0937607 1.3308848 1.5879628
[13,] 0.6558544 0.73433510 0.8588563 1.0362207 1.2650152 1.5313028 1.8067335
[14,] 0.7712393 0.85635287 0.9950775 1.1926976 1.4423261 1.7223628 1.9976670
[15,] 0.9039090 0.99497632 1.1448285 1.3555141 1.6141464 1.8927186 2.1522121
[16,] 1.0439659 1.14089576 1.2988558 1.5156586 1.7729263 2.0383652 2.2721710
[17,] 1.1820505 1.28620782 1.4506226 1.6686251 1.9176309 2.1635226 2.3683752
[18,] 1.3131783 1.42767101 1.5986978 1.8155018 2.0530412 2.2777795 2.4556194
[19,] 1.4388942 1.56772917 1.7463928 1.9609675 2.1859665 2.3906150 2.5458938
[20,] 1.5665337 1.71258649 1.8986308 2.1090326 2.3200861 2.5057374 2.6427471
[21,] 1.7056441 1.86805914 2.0574958 2.2586224 2.4519421 2.6178520 2.7391147
[22,] 1.8630334 2.03514737 2.2187313 2.4013345 2.5701602 2.7133878 2.8194263
[23,] 2.0387131 2.20757088 2.3711328 2.5227387 2.6584858 2.7749337 2.8650308
[24,] 2.2246947 2.37265592 2.4994292 2.6069063 2.7014651 2.7875689 2.8607893
[25,] 2.4072755 2.51535744 2.5895626 2.6423391 2.6904670 2.7446277 2.8004922
[26,] 2.5717867 2.62369508 2.6341462 2.6268708 2.6277115 2.6508685 2.6894376
[27,] 2.7076566 2.69325046 2.6358328 2.5696205 2.5268847 2.5221207 2.5435826
[28,] 2.8116359 2.72888747 2.6072843 2.4893149 2.4102222 2.3816704 2.3856861
[29,] 2.8880316 2.74312721 2.5677991 2.4095738 2.3030150 2.2544930 2.2395601
[30,] 2.9461751 2.75192388 2.5377697 2.3526015 2.2270756 2.1608615 2.1239469
[31,] 2.9963437 2.76935798 2.5326580 2.3330077 2.1948488 2.1109652 2.0476627
[32,] 3.0456101 2.80284507 2.5581222 2.3533576 2.2056945 2.1020072 2.0074385
[33,] 3.0947625 2.85010548 2.6075704 2.4026799 2.2454696 2.1187658 1.9892491
[34,] 3.1369553 2.89866245 2.6628977 2.4585564 2.2898086 2.1377211 1.9728786
[35,] 3.1583955 2.92814232 2.6984765 2.4925365 2.3104553 2.1337063 1.9383254
[36,] 3.1410884 2.91504545 2.6875851 2.4775608 2.2829079 2.0870490 1.8718768
[37,] 3.0672315 2.83890445 2.6095626 2.3952289 2.1929900 1.9888363 1.7697261
[38,] 2.9242354 2.68809643 2.4555069 2.2405954 2.0401988 1.8425552 1.6379444
[39,] 2.7088658 2.46344213 2.2306574 2.0229608 1.8368289 1.6617447 1.4890845
[40,] 2.4290682 2.17837405 1.9527518 1.7625928 1.6034694 1.4648355 1.3370252
[41,] 2.1027878 1.85569142 1.6471275 1.4848005 1.3627662 1.2693307 1.1922340
[42,] 1.7542168 1.52215655 1.3404426 1.2135894 1.1337626 1.0874740 1.0592158
[43,] 1.4088043 1.20282305 1.0551347 0.9669444 0.9285548 0.9246519 0.9367870
[44,] 1.0886252 0.91677973 0.8061018 0.7548245 0.7518214 0.7804957 0.8205474
[45,] 0.8092979 0.67518056 0.6000160 0.5797713 0.6026151 0.6516054 0.7061162
[46,] 0.5788887 0.48148865 0.4367158 0.4391657 0.4771408 0.5344298 0.5916374
[47,] 0.3985475 0.33321533 0.3116297 0.3279037 0.3712483 0.4271425 0.4786639
[48,] 0.2642331 0.22423838 0.2182167 0.2405303 0.2818718 0.3300676 0.3713911
[49,] 0.1688194 0.14695255 0.1497806 0.1724063 0.2073071 0.2449301 0.2749117
[50,] 0.1040318 0.09383863 0.1004628 0.1199864 0.1467075 0.1736086 0.1934038
          [,36]     [,37]      [,38]      [,39]      [,40]      [,41]
 [1,] 0.1239990 0.1083543 0.09227312 0.07878925 0.06889346 0.06170376
 [2,] 0.1733934 0.1540259 0.13579483 0.12175175 0.11189250 0.10395265
 [3,] 0.2342645 0.2141851 0.19748019 0.18620270 0.17834655 0.16966419
 [4,] 0.3088725 0.2939360 0.28468546 0.28067750 0.27675638 0.26630411
 [5,] 0.4014222 0.4002826 0.40604442 0.41398579 0.41482578 0.39971032
 [6,] 0.5181528 0.5411483 0.56952813 0.59263853 0.59669831 0.57156270
 [7,] 0.6661014 0.7230088 0.77933495 0.81753439 0.81996583 0.77707511
 [8,] 0.8504316 0.9475299 1.03245189 1.08103988 1.07366193 1.00399199
 [9,] 1.0710383 1.2084008 1.31635724 1.36595306 1.33850346 1.23377046
[10,] 1.3198775 1.4899970 1.60939252 1.64750828 1.59002268 1.44508858
[11,] 1.5806329 1.7691805 1.88454707 1.89849526 1.80407449 1.61881217
[12,] 1.8316215 2.0203836 2.11598387 2.09615907 1.96305228 1.74280513
[13,] 2.0514535 2.2225833 2.28623225 2.22852793 2.06062919 1.81491368
[14,] 2.2255197 2.3656390 2.39136027 2.29779274 2.10329785 1.84314921
[15,] 2.3506806 2.4534060 2.44202985 2.31941916 2.10819565 1.84314891
[16,] 2.4360313 2.5021905 2.45989949 2.31729090 2.09803882 1.83384468
[17,] 2.4991753 2.5349692 2.47063020 2.31658066 2.09483019 1.83259296
[18,] 2.5593382 2.5734744 2.49592679 2.33662785 2.11409945 1.85086389
[19,] 2.6299865 2.6309912 2.54719101 2.38581686 2.16100940 1.89129955
[20,] 2.7137591 2.7082684 2.62256233 2.45961671 2.22907001 1.94673150
[21,] 2.8014875 2.7936530 2.70789884 2.54203264 2.30169266 2.00156552
[22,] 2.8754127 2.8670527 2.78110078 2.60995694 2.35632332 2.03553561
[23,] 2.9151989 2.9062098 2.81840732 2.63932361 2.37030864 2.02911554
[24,] 2.9045709 2.8933044 2.80094653 2.61153770 2.32703207 1.96910000
[25,] 2.8364898 2.8200553 2.71983073 2.51845793 2.22051571 1.85251242
[26,] 2.7154849 2.6900322 2.57845374 2.36447055 2.05697814 1.68743626
[27,] 2.5566731 2.5176642 2.39136868 2.16500619 1.85282660 1.49051373
[28,] 2.3818742 2.3242957 2.18012203 1.94203665 1.62988379 1.28217667
[29,] 2.2139275 2.1324640 1.96740452 1.71816354 1.40966992 1.08149138
[30,] 2.0707900 1.9601407 1.77145921 1.51136962 1.20877916 0.90243106
[31,] 1.9611331 1.8167424 1.60256304 1.33211215 1.03673164 0.75254970
[32,] 1.8828116 1.7021470 1.46256694 1.18338321 0.89651991 0.63391151
[33,] 1.8247275 1.6088946 1.34727684 1.06314584 0.78698214 0.54528005
[34,] 1.7714541 1.5265650 1.25038076 0.96769996 0.70557076 0.48429953
[35,] 1.7089470 1.4465175 1.16712524 0.89436336 0.65020283 0.44870827
[36,] 1.6292184 1.3650918 1.09620541 0.84236768 0.61952046 0.43626857
[37,] 1.5322646 1.2840860 1.03922916 0.81180337 0.61173336 0.44376860
[38,] 1.4246860 1.2085426 0.99825107 0.80138465 0.62289779 0.46588256
[39,] 1.3158307 1.1430573 0.97274694 0.80635218 0.64574211 0.49471974
[40,] 1.2132927 1.0884262 0.95762838 0.81775636 0.66988468 0.52055338
[41,] 1.1197391 1.0402164 0.94338278 0.82371224 0.68363216 0.53365258
[42,] 1.0322973 0.9898886 0.91841249 0.81228404 0.67678791 0.52659526
[43,] 0.9445014 0.9279063 0.87262063 0.77488260 0.64339613 0.49617152
[44,] 0.8496762 0.8474029 0.80073531 0.70880525 0.58333400 0.44412400
[45,] 0.7441406 0.7468194 0.70401927 0.61792328 0.50214375 0.37644678
[46,] 0.6288978 0.6305043 0.58976709 0.51132549 0.40922770 0.30154649
[47,] 0.5093126 0.5072231 0.46894524 0.40055243 0.31515542 0.22797802
[48,] 0.3931976 0.3873846 0.35302020 0.29652279 0.22907524 0.16253379
[49,] 0.2883056 0.2801684 0.25116931 0.20719590 0.15702332 0.10920506
[50,] 0.2002583 0.1915475 0.16869895 0.13654393 0.10144357 0.06911853
           [,42]      [,43]      [,44]      [,45]       [,46]       [,47]
 [1,] 0.05546658 0.04868938 0.04081566 0.03224590 0.023893474 0.016638631
 [2,] 0.09513847 0.08371362 0.06968050 0.05444751 0.039918950 0.027613296
 [3,] 0.15632789 0.13690414 0.11277141 0.08711002 0.063299630 0.043646121
 [4,] 0.24491204 0.21248606 0.17295756 0.13218744 0.095466896 0.065889627
 [5,] 0.36474355 0.31272144 0.25153972 0.19059566 0.137299863 0.095282273
 [6,] 0.51564141 0.43651903 0.34740604 0.26174541 0.188856787 0.132350006
 [7,] 0.69188252 0.57861373 0.45665578 0.34335458 0.249197776 0.176968299
 [8,] 0.88200445 0.72981283 0.57292209 0.43160247 0.316292226 0.228077820
 [9,] 1.07038946 0.87845375 0.68835831 0.52154950 0.386982266 0.283399168
[10,] 1.24041804 1.01272083 0.79498334 0.60767291 0.457021661 0.339283913
[11,] 1.37826911 1.12309141 0.88597506 0.68441925 0.521305732 0.390907766
[12,] 1.47611046 1.20415439 0.95662120 0.74679998 0.574455304 0.432965431
[13,] 1.53366250 1.25536600 1.00486866 0.79111536 0.611813104 0.460823742
[14,] 1.55778143 1.28074200 1.03154629 0.81577143 0.630647582 0.471800538
[15,] 1.56039099 1.28774508 1.04026022 0.82190248 0.631084051 0.466037970
[16,] 1.55544181 1.28560901 1.03677714 0.81333743 0.616219474 0.446501478
[17,] 1.55556470 1.28322812 1.02768035 0.79558336 0.591159788 0.417990987
[18,] 1.56894420 1.28679070 1.01837302 0.77396572 0.561246192 0.385528621
[19,] 1.59694464 1.29764541 1.01101099 0.75162019 0.530211663 0.352813297
[20,] 1.63314336 1.31121136 1.00329931 0.72828618 0.499113439 0.321400687
[21,] 1.66440269 1.31771077 0.98894292 0.70057682 0.466526043 0.290890625
[22,] 1.67414333 1.30490851 0.95984958 0.66369243 0.429843904 0.259901310
[23,] 1.64712251 1.26211428 0.90930180 0.61380901 0.387003980 0.227266788
[24,] 1.57419859 1.18397234 0.83476864 0.55004173 0.337793604 0.192877659
[25,] 1.45532842 1.07251693 0.73916241 0.47513620 0.284202909 0.157857149
[26,] 1.29965720 0.93670234 0.63009164 0.39470545 0.229806098 0.124135719
[27,] 1.12276128 0.78973265 0.51758238 0.31550679 0.178599142 0.093745999
[28,] 0.94226792 0.64541256 0.41133761 0.24359045 0.133873917 0.068203699
[29,] 0.77360176 0.51497461 0.31861676 0.18303916 0.097556339 0.048202278
[30,] 0.62729520 0.40538530 0.24334057 0.13560539 0.070129548 0.033648404
[31,] 0.50841314 0.31933007 0.18639266 0.10111133 0.050990174 0.023915657
[32,] 0.41769487 0.25637094 0.14662809 0.07821645 0.038962081 0.018147511
[33,] 0.35344411 0.21445471 0.12197276 0.06514231 0.032724630 0.015481934
[34,] 0.31316073 0.19105561 0.11015994 0.06010164 0.031033828 0.015149163
[35,] 0.29429312 0.18360734 0.10895050 0.06138920 0.032744350 0.016464664
[36,] 0.29404382 0.18929649 0.11596047 0.06725512 0.036724494 0.018776669
[37,] 0.30863420 0.20458238 0.12837722 0.07575042 0.041778149 0.021429260
[38,] 0.33265876 0.22489328 0.14285109 0.08470916 0.046657035 0.023777920
[39,] 0.35908290 0.24482573 0.15573061 0.09193840 0.050185488 0.025259508
[40,] 0.38011023 0.25890896 0.16362194 0.09557174 0.051456015 0.025487375
[41,] 0.38871565 0.26270731 0.16408164 0.09445123 0.050013172 0.024327366
[42,] 0.38029505 0.25384489 0.15616683 0.08837636 0.045942297 0.021916937
[43,] 0.35378460 0.23253845 0.14061052 0.07810791 0.039818183 0.018613965
[44,] 0.31179974 0.20141587 0.11954072 0.06511535 0.032527498 0.014891717
[45,] 0.25974237 0.16468745 0.09584616 0.05115972 0.025028835 0.011217154
[46,] 0.20423052 0.12698428 0.07242142 0.03786014 0.018132570 0.007952421
[47,] 0.15142805 0.09227111 0.05154278 0.02637965 0.012364150 0.005304893
[48,] 0.10580932 0.06315357 0.03453913 0.01730029 0.007933084 0.003329032
[49,] 0.06964228 0.04069936 0.02178549 0.01067641 0.004788484 0.001964900
[50,] 0.04316168 0.02468919 0.01293085 0.00619856 0.002718626 0.001090614
             [,48]        [,49]        [,50]
 [1,] 0.0109747846 0.0069431518 4.274660e-03
 [2,] 0.0182161347 0.0116234918 7.271581e-03
 [3,] 0.0289294618 0.0187004209 1.191487e-02
 [4,] 0.0440833491 0.0289646841 1.880206e-02
 [5,] 0.0646067695 0.0432205531 2.853598e-02
 [6,] 0.0912009409 0.0621008812 4.155955e-02
 [7,] 0.1240537542 0.0857839469 5.792056e-02
 [8,] 0.1624781430 0.1136593746 7.702357e-02
 [9,] 0.2045750189 0.1440621374 9.747457e-02
[10,] 0.2471023063 0.1742404801 1.171383e-01
[11,] 0.2857467992 0.2006942169 1.334774e-01
[12,] 0.3158851504 0.2198898802 1.441275e-01
[13,] 0.3336962877 0.2291707675 1.475368e-01
[14,] 0.3372536940 0.2275323364 1.434239e-01
[15,] 0.3271345964 0.2159302517 1.328579e-01
[16,] 0.3062307414 0.1969617825 1.179124e-01
[17,] 0.2787891348 0.1740353959 1.010339e-01
[18,] 0.2490715174 0.1503709936 8.437924e-02
[19,] 0.2201936196 0.1282288852 6.936884e-02
[20,] 0.1935896170 0.1086247470 5.657661e-02
[21,] 0.1692180057 0.0915402993 4.591791e-02
[22,] 0.1462746573 0.0764254616 3.698242e-02
[23,] 0.1239945736 0.0627104743 2.934149e-02
[24,] 0.1021746025 0.0501170290 2.272204e-02
[25,] 0.0812645608 0.0387067212 1.703071e-02
[26,] 0.0621101160 0.0287400866 1.228140e-02
[27,] 0.0455637714 0.0204782276 8.499723e-03
[28,] 0.0321740785 0.0140378136 5.658446e-03
[29,] 0.0220617612 0.0093458081 3.661209e-03
[30,] 0.0149742368 0.0061787376 2.362988e-03
[31,] 0.0104373852 0.0042402255 1.603935e-03
[32,] 0.0079126769 0.0032321828 1.237160e-03
[33,] 0.0069003596 0.0028954188 1.141788e-03
[34,] 0.0069743096 0.0030178616 1.222586e-03
[35,] 0.0077680205 0.0034228759 1.402667e-03
[36,] 0.0089449232 0.0039539351 1.616297e-03
[37,] 0.0101819616 0.0044677310 1.806153e-03
[38,] 0.0111803225 0.0048398540 1.925806e-03
[39,] 0.0116995604 0.0049793388 1.945119e-03
[40,] 0.0115981032 0.0048435620 1.854826e-03
[41,] 0.0108591697 0.0044447440 1.667130e-03
[42,] 0.0095873765 0.0038432811 1.411111e-03
[43,] 0.0079743777 0.0031291839 1.124214e-03
[44,] 0.0062450974 0.0023979556 8.427158e-04
[45,] 0.0046031809 0.0017290055 5.942181e-04
[46,] 0.0031924790 0.0011727147 3.940532e-04
[47,] 0.0020828088 0.0007480725 2.457165e-04
[48,] 0.0012780223 0.0004487219 1.440523e-04
[49,] 0.0007374329 0.0002530633 7.938822e-05
[50,] 0.0004000709 0.0001341658 4.112360e-05

> 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  
    137.660       -4.594  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7gu941257966414.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] 14.80515 15.96641 17.12767 18.28893 19.45019 20.61145 21.77271 22.93397
 [9] 24.09523 25.25648 26.41774 27.57900 28.74026 29.90152 31.06278 32.22404
[17] 33.38530 34.54656 35.70782 36.86908 38.03033 39.19159 40.35285 41.51411
[25] 42.67537 43.83663 44.99789 46.15915 47.32041 48.48167 49.64292 50.80418
[33] 51.96544 53.12670 54.28796 55.44922 56.61048 57.77174 58.93300 60.09426
[41] 61.25552 62.41677 63.57803 64.73929 65.90055 67.06181 68.22307 69.38433
[49] 70.54559 71.70685

$yords
 [1]  75.25493  76.33228  77.40963  78.48698  79.56433  80.64168  81.71903
 [8]  82.79638  83.87373  84.95108  86.02843  87.10578  88.18313  89.26048
[15]  90.33783  91.41518  92.49253  93.56988  94.64723  95.72458  96.80193
[22]  97.87928  98.95663 100.03398 101.11133 102.18867 103.26602 104.34337
[29] 105.42072 106.49807 107.57542 108.65277 109.73012 110.80747 111.88482
[36] 112.96217 114.03952 115.11687 116.19422 117.27157 118.34892 119.42627
[43] 120.50362 121.58097 122.65832 123.73567 124.81302 125.89037 126.96772
[50] 128.04507

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.208460e-06 4.159384e-06 5.843274e-06 9.516825e-06 1.847317e-05
 [2,] 9.463533e-06 1.175806e-05 1.500932e-05 2.065137e-05 3.237186e-05
 [3,] 2.622806e-05 3.203869e-05 3.910719e-05 4.909186e-05 6.579716e-05
 [4,] 6.765679e-05 8.227467e-05 9.837931e-05 1.181143e-04 1.453669e-04
 [5,] 1.616733e-04 1.972093e-04 2.337631e-04 2.744298e-04 3.238280e-04
 [6,] 3.568257e-04 4.390854e-04 5.197830e-04 6.030615e-04 6.958925e-04
 [7,] 7.257766e-04 9.052204e-04 1.076469e-03 1.242638e-03 1.414995e-03
 [8,] 1.358036e-03 1.723724e-03 2.069851e-03 2.390810e-03 2.701646e-03
 [9,] 2.334332e-03 3.025469e-03 3.685503e-03 4.282497e-03 4.826681e-03
[10,] 3.681829e-03 4.886310e-03 6.062774e-03 7.123223e-03 8.049480e-03
[11,] 5.323875e-03 7.251372e-03 9.195760e-03 1.097537e-02 1.250168e-02
[12,] 7.052734e-03 9.876896e-03 1.283820e-02 1.562934e-02 1.803796e-02
[13,] 8.555150e-03 1.233672e-02 1.647452e-02 2.052908e-02 2.411934e-02
[14,] 9.498865e-03 1.412102e-02 1.941019e-02 2.482947e-02 2.982021e-02
[15,] 9.650946e-03 1.480478e-02 2.097883e-02 2.761429e-02 3.402125e-02
[16,] 8.970973e-03 1.421189e-02 2.078679e-02 2.820968e-02 3.575654e-02
[17,] 7.628323e-03 1.248849e-02 1.887340e-02 2.644906e-02 3.457434e-02
[18,] 5.933556e-03 1.004426e-02 1.569806e-02 2.274762e-02 3.072822e-02
[19,] 4.221885e-03 7.393835e-03 1.196009e-02 1.794198e-02 2.508944e-02
[20,] 2.748278e-03 4.982355e-03 8.348222e-03 1.298049e-02 1.882241e-02
[21,] 1.637308e-03 3.074877e-03 5.342250e-03 8.622005e-03 1.299087e-02
[22,] 8.934612e-04 1.740116e-03 3.139730e-03 5.271273e-03 8.277646e-03
[23,] 4.474391e-04 9.055759e-04 1.701769e-03 2.983874e-03 4.909538e-03
[24,] 2.065567e-04 4.362170e-04 8.586384e-04 1.584347e-03 2.758057e-03
[25,] 8.879154e-05 1.973166e-04 4.113802e-04 8.100319e-04 1.516383e-03
[26,] 3.631659e-05 8.629053e-05 1.942507e-04 4.168667e-04 8.565785e-04
[27,] 1.471698e-05 3.830992e-05 9.538658e-05 2.275988e-04 5.197545e-04
[28,] 6.256519e-06 1.824400e-05 5.090789e-05 1.353105e-04 3.405300e-04
[29,] 2.913273e-06 9.519808e-06 2.942512e-05 8.543378e-05 2.316630e-04
[30,] 1.470717e-06 5.263557e-06 1.756185e-05 5.436072e-05 1.556124e-04
[31,] 7.632669e-07 2.914261e-06 1.027019e-05 3.333175e-05 9.951639e-05
[32,] 3.861256e-07 1.546035e-06 5.684162e-06 1.917832e-05 5.938373e-05
[33,] 1.841712e-07 7.666915e-07 2.924094e-06 1.021934e-05 3.274610e-05
[34,] 8.145389e-08 3.512562e-07 1.386583e-06 5.013375e-06 1.661624e-05
[35,] 3.315575e-08 1.479149e-07 6.039692e-07 2.258956e-06 7.746662e-06
[36,] 1.238317e-08 5.713822e-08 2.413665e-07 9.343059e-07 3.317798e-06
[37,] 4.239211e-09 2.023782e-08 8.849665e-08 3.548565e-07 1.306493e-06
[38,] 1.330204e-09 6.574965e-09 2.979282e-08 1.239217e-07 4.738903e-07
[39,] 3.828554e-10 1.961566e-09 9.224502e-09 3.988108e-08 1.588220e-07
[40,] 1.012162e-10 5.384753e-10 2.634067e-09 1.187240e-08 4.942529e-08
[41,] 2.463840e-11 1.364653e-10 6.967862e-10 3.288537e-09 1.438884e-08
[42,] 5.544055e-12 3.209650e-11 1.719267e-10 8.549018e-10 3.959741e-09
[43,] 1.160311e-12 7.062206e-12 3.996412e-11 2.110427e-10 1.043511e-09
[44,] 2.279565e-13 1.470139e-12 8.865523e-12 5.015868e-11 2.668404e-10
[45,] 4.257167e-14 2.936259e-13 1.903773e-12 1.162379e-11 6.683015e-11
[46,] 7.669970e-15 5.706627e-14 4.002910e-13 2.644802e-12 1.641601e-11
[47,] 1.351131e-15 1.089556e-14 8.274184e-14 5.896693e-13 3.926256e-12
[48,] 2.343338e-16 2.044934e-15 1.672235e-14 1.275264e-13 9.026990e-13
[49,] 3.989604e-17 3.740323e-16 3.263618e-15 2.638028e-14 1.967595e-13
[50,] 6.592116e-18 6.574012e-17 6.061755e-16 5.149153e-15 4.017964e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.059534e-05 9.259281e-05 2.052792e-04 4.271969e-04 8.215997e-04
 [2,] 5.931768e-05 1.219505e-04 2.602535e-04 5.412377e-04 1.058919e-03
 [3,] 9.866121e-05 1.700160e-04 3.265060e-04 6.517012e-04 1.271598e-03
 [4,] 1.887286e-04 2.694050e-04 4.355964e-04 7.810016e-04 1.458267e-03
 [5,] 3.891088e-04 4.869072e-04 6.596881e-04 1.000415e-03 1.676027e-03
 [6,] 8.050575e-04 9.401981e-04 1.129873e-03 1.452072e-03 2.069739e-03
 [7,] 1.603727e-03 1.812410e-03 2.049240e-03 2.361750e-03 2.886629e-03
 [8,] 3.022005e-03 3.356116e-03 3.691183e-03 4.031447e-03 4.463803e-03
 [9,] 5.351575e-03 5.874834e-03 6.372456e-03 6.801509e-03 7.179054e-03
[10,] 8.883199e-03 9.669090e-03 1.039363e-02 1.097914e-02 1.136471e-02
[11,] 1.379803e-02 1.493842e-02 1.594677e-02 1.674251e-02 1.720080e-02
[12,] 2.001701e-02 2.164534e-02 2.299976e-02 2.404000e-02 2.461841e-02
[13,] 2.705979e-02 2.937593e-02 3.118076e-02 3.250705e-02 3.324295e-02
[14,] 3.400170e-02 3.726676e-02 3.970621e-02 4.142228e-02 4.238900e-02
[15,] 3.961285e-02 4.408301e-02 4.741595e-02 4.973207e-02 5.110301e-02
[16,] 4.269016e-02 4.849256e-02 5.297082e-02 5.618276e-02 5.825903e-02
[17,] 4.247427e-02 4.947980e-02 5.520738e-02 5.958500e-02 6.273326e-02
[18,] 3.895681e-02 4.673187e-02 5.354050e-02 5.916927e-02 6.367146e-02
[19,] 3.290939e-02 4.079820e-02 4.822795e-02 5.490031e-02 6.079223e-02
[20,] 2.560669e-02 3.292020e-02 4.033898e-02 4.757881e-02 5.458541e-02
[21,] 1.838231e-02 2.460304e-02 3.141156e-02 3.863374e-02 4.625721e-02
[22,] 1.223305e-02 1.713741e-02 2.295208e-02 2.967039e-02 3.738640e-02
[23,] 7.629994e-03 1.128362e-02 1.600907e-02 2.197765e-02 2.942330e-02
[24,] 4.560810e-03 7.214302e-03 1.098904e-02 1.621246e-02 2.326146e-02
[25,] 2.714668e-03 4.668833e-03 7.736662e-03 1.236789e-02 1.906843e-02
[26,] 1.688571e-03 3.192258e-03 5.776446e-03 9.978745e-03 1.641434e-02
[27,] 1.131904e-03 2.340151e-03 4.573765e-03 8.423834e-03 1.459049e-02
[28,] 8.067388e-04 1.790843e-03 3.713555e-03 7.181600e-03 1.294619e-02
[29,] 5.842713e-04 1.367191e-03 2.964963e-03 5.958751e-03 1.110513e-02
[30,] 4.112368e-04 1.002681e-03 2.256081e-03 4.688401e-03 9.009616e-03
[31,] 2.732675e-04 6.904258e-04 1.606439e-03 3.446361e-03 6.827106e-03
[32,] 1.688338e-04 4.411339e-04 1.060490e-03 2.348921e-03 4.800858e-03
[33,] 9.628815e-05 2.600996e-04 6.462834e-04 1.479294e-03 3.124015e-03
[34,] 5.053599e-05 1.412099e-04 3.630171e-04 8.598974e-04 1.879851e-03
[35,] 2.438591e-05 7.056048e-05 1.879444e-04 4.615777e-04 1.047002e-03
[36,] 1.082247e-05 3.247617e-05 8.980084e-05 2.292156e-04 5.410798e-04
[37,] 4.423284e-06 1.379457e-05 3.970202e-05 1.056645e-04 2.605866e-04
[38,] 1.669106e-06 5.425549e-06 1.631208e-05 4.546456e-05 1.177374e-04
[39,] 5.838861e-07 1.986423e-06 6.269686e-06 1.840530e-05 5.036804e-05
[40,] 1.905568e-07 6.823304e-07 2.275449e-06 7.084549e-06 2.063192e-05
[41,] 5.855030e-08 2.222434e-07 7.889472e-07 2.624003e-06 8.182668e-06
[42,] 1.713948e-08 6.950939e-08 2.645403e-07 9.450743e-07 3.166000e-06
[43,] 4.843245e-09 2.112588e-08 8.657612e-08 3.327556e-07 1.196090e-06
[44,] 1.335698e-09 6.284460e-09 2.772337e-08 1.142709e-07 4.383865e-07
[45,] 3.611499e-10 1.828476e-09 8.638571e-09 3.792614e-08 1.541341e-07
[46,] 9.534728e-11 5.159481e-10 2.589971e-09 1.201472e-08 5.134286e-08
[47,] 2.431208e-11 1.394030e-10 7.374545e-10 3.588590e-09 1.602651e-08
[48,] 5.906257e-12 3.559692e-11 1.970930e-10 1.000449e-09 4.648576e-09
[49,] 1.349877e-12 8.497669e-12 4.899690e-11 2.584181e-10 1.245502e-09
[50,] 2.873924e-13 1.881296e-12 1.125791e-11 6.153460e-11 3.070338e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.451695e-03 2.354127e-03 3.511251e-03 4.842648e-03 6.234487e-03
 [2,] 1.918090e-03 3.198081e-03 4.906832e-03 6.953022e-03 9.169062e-03
 [3,] 2.340457e-03 3.997598e-03 6.302007e-03 9.177027e-03 1.241333e-02
 [4,] 2.671311e-03 4.630670e-03 7.472001e-03 1.116956e-02 1.550539e-02
 [5,] 2.930737e-03 5.046933e-03 8.255031e-03 1.261829e-02 1.795928e-02
 [6,] 3.249432e-03 5.334804e-03 8.657021e-03 1.339858e-02 1.947562e-02
 [7,] 3.888894e-03 5.754874e-03 8.911693e-03 1.367914e-02 2.011204e-02
 [8,] 5.224341e-03 6.719345e-03 9.461567e-03 1.391711e-02 2.031296e-02
 [9,] 7.683389e-03 8.715085e-03 1.086000e-02 1.473645e-02 2.077003e-02
[10,] 1.164481e-02 1.218463e-02 1.362547e-02 1.674079e-02 2.217913e-02
[11,] 1.731871e-02 1.739414e-02 1.809414e-02 2.033752e-02 2.501269e-02
[12,] 2.464632e-02 2.432976e-02 2.431738e-02 2.563675e-02 2.940824e-02
[13,] 3.325767e-02 3.266296e-02 3.203959e-02 3.245445e-02 3.520702e-02
[14,] 4.249862e-02 4.179757e-02 4.076178e-02 4.040527e-02 4.210195e-02
[15,] 5.150285e-02 5.096466e-02 4.984910e-02 4.902567e-02 4.980008e-02
[16,] 5.927761e-02 5.930819e-02 5.861078e-02 5.784173e-02 5.808858e-02
[17,] 6.480908e-02 6.594089e-02 6.631209e-02 6.633061e-02 6.674136e-02
[18,] 6.723062e-02 7.002155e-02 7.216788e-02 7.382507e-02 7.531998e-02
[19,] 6.607101e-02 7.092779e-02 7.543234e-02 7.950776e-02 8.304677e-02
[20,] 6.150314e-02 6.851728e-02 7.564710e-02 8.262180e-02 8.894059e-02
[21,] 5.443224e-02 6.333734e-02 7.294999e-02 8.285474e-02 9.223924e-02
[22,] 4.629836e-02 5.659210e-02 6.821511e-02 8.065339e-02 9.287837e-02
[23,] 3.862440e-02 4.978859e-02 6.283867e-02 7.718874e-02 9.166929e-02
[24,] 3.250883e-02 4.419164e-02 5.820372e-02 7.388729e-02 8.996461e-02
[25,] 2.830878e-02 4.036223e-02 5.508992e-02 7.174810e-02 8.894381e-02
[26,] 2.565270e-02 3.801929e-02 5.335736e-02 7.083654e-02 8.893223e-02
[27,] 2.374140e-02 3.628100e-02 5.207811e-02 7.025460e-02 8.916920e-02
[28,] 2.176164e-02 3.413718e-02 5.003116e-02 6.860177e-02 8.816494e-02
[29,] 1.921385e-02 3.090547e-02 4.628777e-02 6.466394e-02 8.443610e-02
[30,] 1.603396e-02 2.646854e-02 4.059900e-02 5.796900e-02 7.721648e-02
[31,] 1.250786e-02 2.122873e-02 3.343554e-02 4.895966e-02 6.679652e-02
[32,] 9.069013e-03 1.586040e-02 2.572312e-02 3.876006e-02 5.437908e-02
[33,] 6.096846e-03 1.101419e-02 1.844998e-02 2.870981e-02 4.159013e-02
[34,] 3.799093e-03 7.109695e-03 1.234208e-02 1.991112e-02 2.991630e-02
[35,] 2.197335e-03 4.274223e-03 7.719784e-03 1.297040e-02 2.031511e-02
[36,] 1.183446e-03 2.402786e-03 4.536853e-03 7.981075e-03 1.310614e-02
[37,] 5.967095e-04 1.271150e-03 2.523581e-03 4.676400e-03 8.100610e-03
[38,] 2.838843e-04 6.384575e-04 1.341190e-03 2.634110e-03 4.839704e-03
[39,] 1.287314e-04 3.076587e-04 6.879283e-04 1.438973e-03 2.813968e-03
[40,] 5.625996e-05 1.436594e-04 3.432421e-04 7.662295e-04 1.595140e-03
[41,] 2.391413e-05 6.540459e-05 1.670299e-04 3.972699e-04 8.776905e-04
[42,] 9.924087e-06 2.902408e-05 7.894863e-05 1.991216e-04 4.644039e-04
[43,] 4.007032e-06 1.246702e-05 3.590431e-05 9.544084e-05 2.336225e-04
[44,] 1.559437e-06 5.126229e-06 1.552794e-05 4.324451e-05 1.105331e-04
[45,] 5.779299e-07 1.993832e-06 6.315590e-06 1.833795e-05 4.875068e-05
[46,] 2.016028e-07 7.259742e-07 2.393981e-06 7.221567e-06 1.991217e-05
[47,] 6.557339e-08 2.454891e-07 8.401257e-07 2.626461e-06 7.497278e-06
[48,] 1.974975e-08 7.665986e-08 2.716972e-07 8.788876e-07 2.594091e-06
[49,] 5.481921e-09 2.202281e-08 8.072525e-08 2.699197e-07 8.231356e-07
[50,] 1.397902e-09 5.805790e-09 2.199108e-08 7.595706e-08 2.392104e-07
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 7.604539e-03 8.968889e-03 1.045748e-02 1.224259e-02 1.439770e-02
 [2,] 1.139513e-02 1.358791e-02 1.587791e-02 1.850595e-02 2.163687e-02
 [3,] 1.576002e-02 1.907533e-02 2.244242e-02 2.614059e-02 3.043353e-02
 [4,] 2.014797e-02 2.483145e-02 2.953569e-02 3.451911e-02 4.011590e-02
 [5,] 2.390421e-02 3.006545e-02 3.627471e-02 4.269418e-02 4.966302e-02
 [6,] 2.653045e-02 3.408702e-02 4.181057e-02 4.969623e-02 5.799912e-02
 [7,] 2.793177e-02 3.662767e-02 4.570880e-02 5.495214e-02 6.443530e-02
 [8,] 2.850463e-02 3.800496e-02 4.819551e-02 5.860597e-02 6.905149e-02
 [9,] 2.899594e-02 3.900403e-02 5.008451e-02 6.150784e-02 7.275427e-02
[10,] 3.019771e-02 4.051581e-02 5.237652e-02 6.479810e-02 7.687213e-02
[11,] 3.264051e-02 4.312927e-02 5.573840e-02 6.927491e-02 8.242653e-02
[12,] 3.644536e-02 4.691001e-02 6.016856e-02 7.490943e-02 8.947053e-02
[13,] 4.139540e-02 5.148468e-02 6.505463e-02 8.082070e-02 9.691371e-02
[14,] 4.716621e-02 5.636975e-02 6.959600e-02 8.575845e-02 1.029985e-01
[15,] 5.356929e-02 6.134444e-02 7.334785e-02 8.883865e-02 1.062109e-01
[16,] 6.065085e-02 6.663872e-02 7.656776e-02 9.011912e-02 1.061383e-01
[17,] 6.855732e-02 7.279721e-02 8.014315e-02 9.067720e-02 1.037970e-01
[18,] 7.722236e-02 8.026011e-02 8.510037e-02 9.211218e-02 1.012260e-01
[19,] 8.608517e-02 8.889855e-02 9.194755e-02 9.571414e-02 1.005384e-01
[20,] 9.409773e-02 9.783204e-02 1.002469e-01 1.017552e-01 1.029252e-01
[21,] 1.001268e-01 1.057303e-01 1.087279e-01 1.093290e-01 1.081551e-01
[22,] 1.035618e-01 1.114851e-01 1.159312e-01 1.168612e-01 1.148404e-01
[23,] 1.047230e-01 1.148361e-01 1.210028e-01 1.229880e-01 1.212909e-01
[24,] 1.047315e-01 1.165007e-01 1.241100e-01 1.272423e-01 1.264111e-01
[25,] 1.048495e-01 1.176690e-01 1.261826e-01 1.301066e-01 1.300880e-01
[26,] 1.056756e-01 1.191618e-01 1.281415e-01 1.324244e-01 1.328792e-01
[27,] 1.066975e-01 1.207906e-01 1.301317e-01 1.345984e-01 1.352870e-01
[28,] 1.064754e-01 1.213221e-01 1.312532e-01 1.361191e-01 1.371501e-01
[29,] 1.033441e-01 1.190565e-01 1.299433e-01 1.357059e-01 1.375436e-01
[30,] 9.622822e-02 1.126690e-01 1.247515e-01 1.319353e-01 1.352025e-01
[31,] 8.515255e-02 1.018569e-01 1.150612e-01 1.239586e-01 1.291659e-01
[32,] 7.123646e-02 8.749718e-02 1.014000e-01 1.119279e-01 1.192626e-01
[33,] 5.624748e-02 7.130611e-02 8.524634e-02 9.695888e-02 1.062126e-01
[34,] 4.197861e-02 5.522453e-02 6.849075e-02 8.071521e-02 9.135203e-02
[35,] 2.973964e-02 4.083305e-02 5.283558e-02 6.485199e-02 7.616025e-02
[36,] 2.013543e-02 2.902183e-02 3.938651e-02 5.057357e-02 6.182570e-02
[37,] 1.313650e-02 1.997719e-02 2.855103e-02 3.845995e-02 4.902543e-02
[38,] 8.321519e-03 1.339490e-02 2.019750e-02 2.856237e-02 3.796193e-02
[39,] 5.139780e-03 8.760577e-03 1.392572e-02 2.064391e-02 2.856565e-02
[40,] 3.090857e-03 5.564819e-03 9.297473e-03 1.440649e-02 2.070858e-02
[41,] 1.796924e-03 3.402589e-03 5.950922e-03 9.606005e-03 1.431225e-02
[42,] 9.993164e-04 1.980607e-03 3.611436e-03 6.054681e-03 9.333429e-03
[43,] 5.256656e-04 1.085816e-03 2.057268e-03 3.573862e-03 5.692688e-03
[44,] 2.589658e-04 5.556410e-04 1.091210e-03 1.961007e-03 3.225067e-03
[45,] 1.185592e-04 2.636125e-04 5.357039e-04 9.948458e-04 1.688482e-03
[46,] 5.015907e-05 1.153908e-04 2.423802e-04 4.648382e-04 8.139963e-04
[47,] 1.953439e-05 4.644819e-05 1.007771e-04 1.995127e-04 3.604364e-04
[48,] 6.984829e-06 1.715505e-05 3.842982e-05 7.852080e-05 1.463423e-04
[49,] 2.289127e-06 5.804973e-06 1.342299e-05 2.830225e-05 5.441753e-05
[50,] 6.868363e-07 1.797922e-06 4.290693e-06 9.335297e-06 1.851788e-05
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.676249e-02 1.890902e-02 2.025918e-02 0.0203145197 0.0188822776
 [2,] 2.514160e-02 2.849060e-02 3.086270e-02 0.0314515795 0.0298229540
 [3,] 3.526496e-02 4.005097e-02 4.374142e-02 0.0451792620 0.0435977814
 [4,] 4.636463e-02 5.268786e-02 5.786740e-02 0.0604125809 0.0591765054
 [5,] 5.730038e-02 6.508691e-02 7.172955e-02 0.0754867172 0.0748539068
 [6,] 6.686557e-02 7.585802e-02 8.370931e-02 0.0885597583 0.0886453544
 [7,] 7.425005e-02 8.402962e-02 9.261879e-02 0.0981957748 0.0988943577
 [8,] 7.947185e-02 8.952679e-02 9.822892e-02 0.1039460761 0.1048992449
 [9,] 8.350561e-02 9.336995e-02 1.015389e-01 0.1066898724 0.1073218438
[10,] 8.791449e-02 9.736756e-02 1.045497e-01 0.1085032813 0.1081582921
[11,] 9.405482e-02 1.032981e-01 1.094756e-01 0.1119495296 0.1101470794
[12,] 1.022318e-01 1.119060e-01 1.176360e-01 0.1189460709 0.1156936483
[13,] 1.113102e-01 1.222576e-01 1.285593e-01 0.1296714227 0.1256753855
[14,] 1.190876e-01 1.319052e-01 1.398541e-01 0.1421120165 0.1387008331
[15,] 1.233142e-01 1.378984e-01 1.480678e-01 0.1526379354 0.1513264289
[16,] 1.228455e-01 1.381813e-01 1.502069e-01 0.1574764431 0.1593128158
[17,] 1.183111e-01 1.326559e-01 1.451749e-01 0.1544188766 0.1594266078
[18,] 1.119268e-01 1.233425e-01 1.343818e-01 0.1439043457 0.1509267600
[19,] 1.065294e-01 1.135461e-01 1.212075e-01 0.1289251840 0.1359884237
[20,] 1.043332e-01 1.064595e-01 1.096058e-01 0.1138207740 0.1188673440
[21,] 1.060514e-01 1.039181e-01 1.025677e-01 0.1025924887 0.1042580727
[22,] 1.108192e-01 1.059057e-01 1.011824e-01 0.0975602743 0.0956606306
[23,] 1.168949e-01 1.109722e-01 1.046586e-01 0.0989167744 0.0944628961
[24,] 1.226674e-01 1.172176e-01 1.111315e-01 0.1052100991 0.0999885827
[25,] 1.273538e-01 1.232193e-01 1.186930e-01 0.1143192377 0.1102543696
[26,] 1.310227e-01 1.284022e-01 1.260646e-01 0.1243291426 0.1229061149
[27,] 1.340530e-01 1.327719e-01 1.326551e-01 0.1339127746 0.1358689594
[28,] 1.364852e-01 1.363383e-01 1.381687e-01 0.1422122048 0.1475458170
[29,] 1.377210e-01 1.386942e-01 1.421711e-01 0.1485118209 0.1567075448
[30,] 1.367233e-01 1.390131e-01 1.439435e-01 0.1520381202 0.1623453942
[31,] 1.325325e-01 1.364085e-01 1.426850e-01 0.1520334028 0.1636688343
[32,] 1.247565e-01 1.303801e-01 1.378779e-01 0.1480146850 0.1602478980
[33,] 1.137745e-01 1.210763e-01 1.295615e-01 0.1400135404 0.1521723174
[34,] 1.005928e-01 1.092538e-01 1.183624e-01 0.1286359108 0.1400965680
[35,] 8.647059e-02 9.599548e-02 1.052855e-01 0.1149083128 0.1251215086
[36,] 7.251848e-02 8.234923e-02 9.139174e-02 0.0999920535 0.1085526744
[37,] 5.945308e-02 6.906741e-02 7.752342e-02 0.0849001539 0.0916272441
[38,] 4.758369e-02 5.654734e-02 6.419570e-02 0.0703355387 0.0753084198
[39,] 3.697656e-02 4.495533e-02 5.167027e-02 0.0566983780 0.0602128104
[40,] 2.765462e-02 3.441443e-02 4.012471e-02 0.0442166975 0.0466714999
[41,] 1.970245e-02 2.511852e-02 2.978473e-02 0.0330903169 0.0348578881
[42,] 1.323911e-02 1.731055e-02 2.093307e-02 0.0235479108 0.0248889501
[43,] 8.319224e-03 1.116884e-02 1.380923e-02 0.0157942671 0.0168440543
[44,] 4.856052e-03 6.700971e-03 8.489732e-03 0.0099081345 0.0107171420
[45,] 2.619978e-03 3.719385e-03 4.837185e-03 0.0057772106 0.0063655961
[46,] 1.301889e-03 1.902758e-03 2.543708e-03 0.0031159772 0.0035095479
[47,] 5.943229e-04 8.947827e-04 1.230875e-03 0.0015490768 0.0017881723
[48,] 2.488217e-04 3.860649e-04 5.468946e-04 0.0007079972 0.0008392556
[49,] 9.542253e-05 1.526318e-04 2.227820e-04 0.0002969388 0.0003619692
[50,] 3.349292e-05 5.524301e-05 8.311568e-05 0.0001141325 0.0001432184
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 0.0161733410 0.0127200616 0.0091658103 0.0060428917 0.0036418472
 [2,] 0.0261286182 0.0210598984 0.0155739810 0.0105488188 0.0065371504
 [3,] 0.0389910000 0.0321522811 0.0243668893 0.0169367932 0.0107827653
 [4,] 0.0538999699 0.0453820503 0.0351876919 0.0250642557 0.0163763975
 [5,] 0.0692635131 0.0594131090 0.0470414357 0.0342854614 0.0229651876
 [6,] 0.0831020913 0.0724446981 0.0584506615 0.0435196408 0.0298566466
 [7,] 0.0936390732 0.0827346530 0.0678719480 0.0515464099 0.0362059286
 [8,] 0.0999469182 0.0892225617 0.0742488942 0.0574536266 0.0413478128
 [9,] 0.1024111885 0.0920227675 0.0774962372 0.0610731644 0.0451564113
[10,] 0.1028006939 0.0925804619 0.0787164082 0.0632234248 0.0482789059
[11,] 0.1038151097 0.0933622546 0.0800187827 0.0656279088 0.0521153397
[12,] 0.1081347269 0.0970714328 0.0839099327 0.0704619859 0.0584832278
[13,] 0.1172313200 0.1055566713 0.0923568126 0.0795851051 0.0689957949
[14,] 0.1304323625 0.1187986559 0.1058026702 0.0936560956 0.0842987349
[15,] 0.1447803191 0.1344840505 0.1225682605 0.1114761247 0.1034385563
[16,] 0.1559494934 0.1485415883 0.1390490631 0.1299471567 0.1237008614
[17,] 0.1599485524 0.1565875376 0.1508243094 0.1448565640 0.1411559606
[18,] 0.1548543158 0.1557124771 0.1543218984 0.1523146231 0.1518556727
[19,] 0.1417310870 0.1457784359 0.1483186525 0.1502828548 0.1532686257
[20,] 0.1242881127 0.1295972946 0.1345670774 0.1395039197 0.1453472314
[21,] 0.1074795670 0.1119270619 0.1172570105 0.1233966013 0.1307404948
[22,] 0.0957546407 0.0978003346 0.1015897915 0.1069706753 0.1140488724
[23,] 0.0917410080 0.0909485681 0.0921183202 0.0952473717 0.1004338946
[24,] 0.0958097262 0.0929125699 0.0915041235 0.0918110970 0.0941189195
[25,] 0.1064775594 0.1030087873 0.1000394713 0.0979532982 0.0972759121
[26,] 0.1212471798 0.1189308225 0.1159111604 0.1125639599 0.1095806761
[27,] 0.1374205846 0.1375932973 0.1359410276 0.1326627217 0.1284797230
[28,] 0.1526059621 0.1558850306 0.1564833614 0.1543210225 0.1500279177
[29,] 0.1649014054 0.1711744674 0.1742260092 0.1736845184 0.1700272331
[30,] 0.1729062489 0.1815658638 0.1867399930 0.1878161960 0.1851140799
[31,] 0.1757151951 0.1859715792 0.1927083238 0.1951402572 0.1934414298
[32,] 0.1729512002 0.1840637801 0.1918471099 0.1953995760 0.1947406015
[33,] 0.1648007146 0.1761538803 0.1846207700 0.1892320445 0.1898175715
[34,] 0.1519918498 0.1630460210 0.1719172537 0.1776356782 0.1798142486
[35,] 0.1356870070 0.1459033670 0.1548346022 0.1616145049 0.1656650198
[36,] 0.1172997048 0.1261335040 0.1346246918 0.1421405533 0.1480129837
[37,] 0.0982695176 0.1052619265 0.1127101150 0.1203301687 0.1275182681
[38,] 0.0798451249 0.0847625328 0.0906371624 0.0975880245 0.1052281833
[39,] 0.0629348072 0.0658620975 0.0698959548 0.0755251562 0.0826728282
[40,] 0.0480676159 0.0493867259 0.0516665225 0.0556539770 0.0615858931
[41,] 0.0354599770 0.0357172475 0.0366256058 0.0390386591 0.0434299373
[42,] 0.0251296930 0.0248614995 0.0249133758 0.0261022261 0.0290187223
[43,] 0.0169865322 0.0165874773 0.0162549969 0.0166706658 0.0184249186
[44,] 0.0108664093 0.0105456715 0.0101504487 0.0101859574 0.0111592352
[45,] 0.0065288637 0.0063443378 0.0060403665 0.0059531634 0.0064682091
[46,] 0.0036598692 0.0035862217 0.0034053402 0.0033194641 0.0035922354
[47,] 0.0019037106 0.0018924091 0.0018067950 0.0017573951 0.0019079958
[48,] 0.0009149565 0.0009271563 0.0008964354 0.0008779291 0.0009646482
[49,] 0.0004050231 0.0004199260 0.0004135621 0.0004111551 0.0004611926
[50,] 0.0001647496 0.0001752448 0.0001765935 0.0001794323 0.0002070313
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 0.0020051512 0.0010082471 0.0004629379 0.0001941234 7.438579e-05
 [2,] 0.0037038088 0.0019178758 0.0009075948 0.0003927036 1.555604e-04
 [3,] 0.0062827799 0.0033493250 0.0016340199 0.0007303764 2.999036e-04
 [4,] 0.0098068856 0.0053821603 0.0027094794 0.0012543072 5.367717e-04
 [5,] 0.0141282246 0.0079871369 0.0041586797 0.0020044258 9.030841e-04
 [6,] 0.0188725737 0.0110118898 0.0059598562 0.0030208130 1.457733e-03
 [7,] 0.0235491701 0.0142469540 0.0080926325 0.0043868960 2.323617e-03
 [8,] 0.0277808134 0.0175828049 0.0106522106 0.0063226488 3.770396e-03
 [9,] 0.0315803050 0.0212154436 0.0140069473 0.0093160820 6.333348e-03
[10,] 0.0355513737 0.0258077543 0.0189289082 0.0142387822 1.092694e-02
[11,] 0.0408933231 0.0324951659 0.0265945344 0.0223501842 1.886641e-02
[12,] 0.0491368508 0.0426528371 0.0383622132 0.0350870876 3.168671e-02
[13,] 0.0616209835 0.0574186432 0.0553031845 0.0535922321 5.068725e-02
[14,] 0.0788292753 0.0770794020 0.0775856596 0.0780659563 7.625692e-02
[15,] 0.0998179918 0.1005438612 0.1039452768 0.1071834111 1.072133e-01
[16,] 0.1220310422 0.1251811213 0.1315363554 0.1379065960 1.405156e-01
[17,] 0.1417250335 0.1472283957 0.1563714424 0.1659357967 1.716551e-01
[18,] 0.1549936541 0.1627527948 0.1743172886 0.1867760876 1.957495e-01
[19,] 0.1590745372 0.1688772872 0.1823331208 0.1970695191 2.089862e-01
[20,] 0.1534233658 0.1648082848 0.1794805870 0.1956667647 2.098293e-01
[21,] 0.1400920182 0.1522486661 0.1673110263 0.1840124264 1.994837e-01
[22,] 0.1232363251 0.1350267711 0.1494992027 0.1657342505 1.814766e-01
[23,] 0.1079396010 0.1180775940 0.1308816934 0.1456509693 1.606103e-01
[24,] 0.0987787419 0.1061215805 0.1162245000 0.1285639833 1.417225e-01
[25,] 0.0985944779 0.1024358754 0.1090575403 0.1181557280 1.286114e-01
[26,] 0.1078037097 0.1080430503 0.1108452290 0.1162026195 1.233000e-01
[27,] 0.1244089166 0.1215228187 0.1206860263 0.1222384870 1.257034e-01
[28,] 0.1446778999 0.1395102007 0.1356499565 0.1337740511 1.337667e-01
[29,] 0.1642897175 0.1577621401 0.1517177551 0.1470953440 1.441240e-01
[30,] 0.1795804038 0.1724636698 0.1650636155 0.1584676323 1.531924e-01
[31,] 0.1884438220 0.1812929243 0.1732158559 0.1653320427 1.583623e-01
[32,] 0.1905468597 0.1838065809 0.1755999148 0.1669809044 1.587847e-01
[33,] 0.1868228122 0.1810020896 0.1732185102 0.1643821704 1.553573e-01
[34,] 0.1785765769 0.1743411528 0.1676699352 0.1592541846 1.499039e-01
[35,] 0.1667356620 0.1648178737 0.1600825144 0.1529213271 1.439998e-01
[36,] 0.1516536511 0.1526024922 0.1505816693 0.1456101200 1.381121e-01
[37,] 0.1334838754 0.1373962133 0.1385491629 0.1365567426 1.315178e-01
[38,] 0.1127605670 0.1191615167 0.1234152107 0.1247724655 1.229667e-01
[39,] 0.0907221474 0.0986768379 0.1054041568 0.1099135548 1.116020e-01
[40,] 0.0691417123 0.0775427203 0.0857477030 0.0926975123 9.755113e-02
[41,] 0.0497939359 0.0576752994 0.0662852918 0.0746688050 8.188824e-02
[42,] 0.0339083439 0.0406456764 0.0487693714 0.0575532790 6.610708e-02
[43,] 0.0219071827 0.0272516781 0.0343110860 0.0426409708 5.150875e-02
[44,] 0.0134964058 0.0174851637 0.0232168536 0.0305124166 3.885462e-02
[45,] 0.0079696697 0.0107958450 0.0151766081 0.0211350204 2.837302e-02
[46,] 0.0045254100 0.0064328799 0.0095905206 0.0141419218 1.997101e-02
[47,] 0.0024702697 0.0036939834 0.0058352275 0.0090828219 1.344426e-02
[48,] 0.0012908721 0.0020325583 0.0033919183 0.0055490066 8.575033e-03
[49,] 0.0006412325 0.0010626505 0.0018660017 0.0031941134 5.135043e-03
[50,] 0.0003003241 0.0005231176 0.0009627444 0.0017177100 2.865003e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.608314e-05 8.393039e-06 2.491993e-06 6.895915e-07 1.808823e-07
 [2,] 5.657138e-05 1.898945e-05 5.942547e-06 1.763126e-06 5.083315e-07
 [3,] 1.137330e-04 4.023128e-05 1.349858e-05 4.402450e-06 1.434894e-06
 [4,] 2.144458e-04 8.132594e-05 2.999744e-05 1.106022e-05 4.151294e-06
 [5,] 3.866993e-04 1.612114e-04 6.721683e-05 2.852738e-05 1.228694e-05
 [6,] 6.859022e-04 3.230862e-04 1.549320e-04 7.536386e-05 3.638999e-05
 [7,] 1.233919e-03 6.674563e-04 3.661694e-04 1.993332e-04 1.048306e-04
 [8,] 2.293128e-03 1.415138e-03 8.667220e-04 5.129527e-04 2.870330e-04
 [9,] 4.376225e-03 3.005033e-03 1.996176e-03 1.255001e-03 7.359800e-04
[10,] 8.362292e-03 6.208557e-03 4.372172e-03 2.876776e-03 1.752672e-03
[11,] 1.554448e-02 1.220198e-02 8.976853e-03 6.128491e-03 3.860578e-03
[12,] 2.749868e-02 2.249574e-02 1.714287e-02 1.208574e-02 7.851797e-03
[13,] 4.567973e-02 3.861568e-02 3.033614e-02 2.202821e-02 1.473919e-02
[14,] 7.075935e-02 6.150927e-02 4.967797e-02 3.709950e-02 2.554616e-02
[15,] 1.019049e-01 9.081921e-02 7.528386e-02 5.776915e-02 4.091828e-02
[16,] 1.363610e-01 1.243508e-01 1.056770e-01 8.327112e-02 6.065315e-02
[17,] 1.696949e-01 1.581175e-01 1.376398e-01 1.113198e-01 8.336544e-02
[18,] 1.968126e-01 1.871643e-01 1.667652e-01 1.383819e-01 1.065363e-01
[19,] 2.134492e-01 2.069746e-01 1.886443e-01 1.605531e-01 1.270633e-01
[20,] 2.175226e-01 2.149015e-01 2.002437e-01 1.747437e-01 1.421629e-01
[21,] 2.097585e-01 2.109808e-01 2.008547e-01 1.796498e-01 1.502385e-01
[22,] 1.933617e-01 1.977936e-01 1.921943e-01 1.760638e-01 1.513070e-01
[23,] 1.729701e-01 1.795312e-01 1.776914e-01 1.664354e-01 1.468150e-01
[24,] 1.533810e-01 1.607505e-01 1.613733e-01 1.539832e-01 1.390150e-01
[25,] 1.384702e-01 1.452944e-01 1.468402e-01 1.417995e-01 1.302631e-01
[26,] 1.304840e-01 1.355916e-01 1.365843e-01 1.322307e-01 1.225116e-01
[27,] 1.297146e-01 1.323241e-01 1.316451e-01 1.265449e-01 1.170347e-01
[28,] 1.345664e-01 1.344172e-01 1.315193e-01 1.247831e-01 1.142735e-01
[29,] 1.420738e-01 1.393982e-01 1.343467e-01 1.257837e-01 1.137464e-01
[30,] 1.488566e-01 1.441774e-01 1.374738e-01 1.274999e-01 1.141354e-01
[31,] 1.522712e-01 1.461155e-01 1.383706e-01 1.276927e-01 1.137037e-01
[32,] 1.512956e-01 1.439803e-01 1.356038e-01 1.248296e-01 1.110141e-01
[33,] 1.466970e-01 1.383130e-01 1.293915e-01 1.187699e-01 1.056407e-01
[34,] 1.403627e-01 1.309646e-01 1.213927e-01 1.108204e-01 9.844757e-02
[35,] 1.341450e-01 1.240223e-01 1.137957e-01 1.030652e-01 9.120566e-02
[36,] 1.288655e-01 1.187165e-01 1.081959e-01 9.731399e-02 8.571665e-02
[37,] 1.240195e-01 1.149019e-01 1.048776e-01 9.424914e-02 8.293089e-02
[38,] 1.182736e-01 1.113402e-01 1.028483e-01 9.321620e-02 8.254208e-02
[39,] 1.103667e-01 1.065143e-01 1.005045e-01 9.268980e-02 8.323083e-02
[40,] 9.983462e-02 9.943718e-02 9.646501e-02 9.106228e-02 8.334073e-02
[41,] 8.717736e-02 9.001425e-02 9.009895e-02 8.728713e-02 8.156766e-02
[42,] 7.349887e-02 7.887626e-02 8.155890e-02 8.109808e-02 7.732692e-02
[43,] 5.995683e-02 6.693285e-02 7.146488e-02 7.283701e-02 7.072477e-02
[44,] 4.738141e-02 5.498865e-02 6.054121e-02 6.313149e-02 6.229556e-02
[45,] 3.620437e-02 4.360748e-02 4.942482e-02 5.265603e-02 5.273175e-02
[46,] 2.659807e-02 3.317936e-02 3.866047e-02 4.205438e-02 4.273565e-02
[47,] 1.863223e-02 2.402416e-02 2.875580e-02 3.194723e-02 3.297739e-02
[48,] 1.233157e-02 1.641062e-02 2.017452e-02 2.291355e-02 2.407028e-02
[49,] 7.645699e-03 1.049174e-02 1.325081e-02 1.540591e-02 1.650606e-02
[50,] 4.409770e-03 6.236918e-03 8.096699e-03 9.649856e-03 1.056835e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.610224e-08 1.174368e-08 3.047442e-09 8.037705e-10 2.107846e-10
 [2,] 1.464588e-07 4.297561e-08 1.281448e-08 3.799049e-09 1.088824e-09
 [3,] 4.761835e-07 1.605280e-07 5.379392e-08 1.742727e-08 5.333430e-09
 [4,] 1.582070e-06 5.991179e-07 2.193132e-07 7.584850e-08 2.440953e-08
 [5,] 5.255968e-06 2.172883e-06 8.487548e-07 3.085778e-07 1.034982e-07
 [6,] 1.697735e-05 7.484345e-06 3.071835e-06 1.163568e-06 4.047735e-07
 [7,] 5.210340e-05 2.411943e-05 1.030915e-05 4.048749e-06 1.457151e-06
 [8,] 1.496769e-04 7.211112e-05 3.194215e-05 1.297399e-05 4.824838e-06
 [9,] 3.991114e-04 1.991548e-04 9.119343e-05 3.825957e-05 1.469367e-05
[10,] 9.836717e-04 5.071068e-04 2.397352e-04 1.038299e-04 4.117247e-05
[11,] 2.236786e-03 1.189778e-03 5.803557e-04 2.594195e-04 1.062143e-04
[12,] 4.690180e-03 2.572438e-03 1.294372e-03 5.971405e-04 2.524708e-04
[13,] 9.070735e-03 5.128416e-03 2.661706e-03 1.267457e-03 5.535057e-04
[14,] 1.619149e-02 9.435581e-03 5.051723e-03 2.483469e-03 1.120583e-03
[15,] 2.670515e-02 1.604083e-02 8.860683e-03 4.498499e-03 2.098192e-03
[16,] 4.075880e-02 2.523801e-02 1.438757e-02 7.546801e-03 3.640888e-03
[17,] 5.768430e-02 3.682915e-02 2.167703e-02 1.175525e-02 5.871398e-03
[18,] 7.591487e-02 4.999417e-02 3.040028e-02 1.706003e-02 8.833761e-03
[19,] 9.326308e-02 6.338699e-02 3.985767e-02 2.317898e-02 1.246768e-02
[20,] 1.075203e-01 7.547783e-02 4.914266e-02 2.967484e-02 1.662774e-02
[21,] 1.171342e-01 8.501326e-02 5.741273e-02 3.609355e-02 2.114555e-02
[22,] 1.216405e-01 9.137026e-02 6.413049e-02 4.210120e-02 2.589448e-02
[23,] 1.216556e-01 9.462792e-02 6.913929e-02 4.752692e-02 3.079728e-02
[24,] 1.184938e-01 9.535647e-02 7.254431e-02 5.227704e-02 3.574598e-02
[25,] 1.136731e-01 9.429860e-02 7.450996e-02 5.618985e-02 4.047684e-02
[26,] 1.085529e-01 9.214802e-02 7.513970e-02 5.896456e-02 4.450666e-02
[27,] 1.041612e-01 8.949331e-02 7.451666e-02 6.025232e-02 4.722364e-02
[28,] 1.010963e-01 8.682440e-02 7.282479e-02 5.986150e-02 4.812223e-02
[29,] 9.940446e-02 8.446243e-02 7.038835e-02 5.791743e-02 4.704910e-02
[30,] 9.849819e-02 8.240793e-02 6.754976e-02 5.483789e-02 4.429461e-02
[31,] 9.729819e-02 8.026679e-02 6.448027e-02 5.113526e-02 4.046449e-02
[32,] 9.469188e-02 7.742575e-02 6.111600e-02 4.720484e-02 3.622547e-02
[33,] 9.014618e-02 7.346448e-02 5.732483e-02 4.326957e-02 3.210148e-02
[34,] 8.411157e-02 6.856048e-02 5.320308e-02 3.950875e-02 2.843516e-02
[35,] 7.791165e-02 6.357851e-02 4.925768e-02 3.622947e-02 2.548013e-02
[36,] 7.312026e-02 5.971996e-02 4.628600e-02 3.389428e-02 2.348623e-02
[37,] 7.076649e-02 5.790845e-02 4.498402e-02 3.293698e-02 2.266631e-02
[38,] 7.082276e-02 5.827660e-02 4.552198e-02 3.347758e-02 2.305460e-02
[39,] 7.224350e-02 6.005556e-02 4.736148e-02 3.514026e-02 2.437479e-02
[40,] 7.347887e-02 6.190977e-02 4.943098e-02 3.711509e-02 2.604157e-02
[41,] 7.313323e-02 6.249872e-02 5.055184e-02 3.844310e-02 2.732697e-02
[42,] 7.042178e-02 6.095433e-02 4.987374e-02 3.836673e-02 2.760997e-02
[43,] 6.526808e-02 5.707003e-02 4.710958e-02 3.656515e-02 2.657756e-02
[44,] 5.811706e-02 5.119658e-02 4.250769e-02 3.318328e-02 2.428460e-02
[45,] 4.965853e-02 4.398881e-02 3.664691e-02 2.868801e-02 2.106879e-02
[46,] 4.062175e-02 3.616846e-02 3.019981e-02 2.366073e-02 1.739052e-02
[47,] 3.168237e-02 2.838721e-02 2.376909e-02 1.863039e-02 1.368404e-02
[48,] 2.342883e-02 2.117728e-02 1.781962e-02 1.399162e-02 1.027214e-02
[49,] 1.632426e-02 1.493418e-02 1.266939e-02 9.993047e-03 7.347280e-03
[50,] 1.065090e-02 9.896139e-03 8.496053e-03 6.756838e-03 4.991399e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 5.343141e-11 1.278994e-11 2.846836e-12 5.839461e-13 1.098412e-13
 [2,] 2.947471e-10 7.421100e-11 1.722280e-11 3.666171e-12 7.139378e-13
 [3,] 1.518491e-09 3.986059e-10 9.599639e-11 2.115454e-11 4.259827e-12
 [4,] 7.244664e-09 1.973243e-09 4.919260e-10 1.120907e-10 2.332771e-11
 [5,] 3.186767e-08 8.983961e-09 2.315646e-09 5.452997e-10 1.172687e-10
 [6,] 1.289750e-07 3.758813e-08 1.001175e-08 2.436106e-09 5.413847e-10
 [7,] 4.798897e-07 1.445043e-07 3.976702e-08 9.998893e-09 2.296670e-09
 [8,] 1.641438e-06 5.106028e-07 1.451868e-07 3.772880e-08 8.959192e-09
 [9,] 5.162944e-06 1.659169e-06 4.875395e-07 1.309744e-07 3.216443e-08
[10,] 1.494202e-05 4.961443e-06 1.507009e-06 4.186683e-07 1.063725e-07
[11,] 3.981865e-05 1.366476e-05 4.291868e-06 1.233559e-06 3.244175e-07
[12,] 9.779629e-05 3.469783e-05 1.127378e-05 3.354037e-06 9.136223e-07
[13,] 2.216090e-04 8.132462e-05 2.734950e-05 8.427966e-06 2.379745e-06
[14,] 4.639349e-04 1.761961e-04 6.137600e-05 1.960839e-05 5.745836e-06
[15,] 8.988115e-04 3.535536e-04 1.276950e-04 4.235000e-05 1.290013e-05
[16,] 1.615151e-03 6.587803e-04 2.470719e-04 8.522803e-05 2.705467e-05
[17,] 2.700699e-03 1.144137e-03 4.465757e-04 1.606932e-04 5.335702e-05
[18,] 4.221076e-03 1.862060e-03 7.588927e-04 2.860605e-04 9.987345e-05
[19,] 6.205808e-03 2.860982e-03 1.223157e-03 4.857231e-04 1.794822e-04
[20,] 8.654280e-03 4.189854e-03 1.890093e-03 7.959361e-04 3.134092e-04
[21,] 1.156259e-02 5.911946e-03 2.831541e-03 1.272163e-03 5.365135e-04
[22,] 1.494961e-02 8.115449e-03 4.146926e-03 1.994773e-03 9.021993e-04
[23,] 1.884407e-02 1.089610e-02 5.950599e-03 3.063074e-03 1.481237e-03
[24,] 2.320773e-02 1.429144e-02 8.323749e-03 4.565569e-03 2.346364e-03
[25,] 2.781880e-02 1.817742e-02 1.123243e-02 6.523001e-03 3.537829e-03
[26,] 3.219673e-02 2.218382e-02 1.444615e-02 8.821897e-03 5.016860e-03
[27,] 3.565874e-02 2.570705e-02 1.751729e-02 1.117867e-02 6.630039e-03
[28,] 3.753038e-02 2.806307e-02 1.986948e-02 1.317647e-02 8.115060e-03
[29,] 3.741995e-02 2.873499e-02 2.098483e-02 1.438480e-02 9.164726e-03
[30,] 3.539850e-02 2.759007e-02 2.060763e-02 1.451850e-02 9.532500e-03
[31,] 3.197231e-02 2.493981e-02 1.885372e-02 1.355538e-02 9.130574e-03
[32,] 2.786884e-02 2.140828e-02 1.616207e-02 1.174627e-02 8.067107e-03
[33,] 2.377643e-02 1.769247e-02 1.311946e-02 9.512514e-03 6.601494e-03
[34,] 2.018651e-02 1.435325e-02 1.026038e-02 7.290946e-03 5.044071e-03
[35,] 1.738634e-02 1.172852e-02 7.940924e-03 5.407677e-03 3.654890e-03
[36,] 1.553262e-02 9.960980e-03 6.319153e-03 4.028947e-03 2.586869e-03
[37,] 1.469803e-02 9.064102e-03 5.404281e-03 3.182129e-03 1.883869e-03
[38,] 1.484156e-02 8.957155e-03 5.113152e-03 2.805623e-03 1.512774e-03
[39,] 1.574423e-02 9.459363e-03 5.299836e-03 2.790150e-03 1.400287e-03
[40,] 1.699431e-02 1.028433e-02 5.766136e-03 3.000577e-03 1.457615e-03
[41,] 1.807171e-02 1.107857e-02 6.280749e-03 3.289732e-03 1.593463e-03
[42,] 1.850494e-02 1.150854e-02 6.622148e-03 3.518162e-03 1.723796e-03
[43,] 1.802038e-02 1.135744e-02 6.633347e-03 3.581084e-03 1.783489e-03
[44,] 1.660847e-02 1.058116e-02 6.260787e-03 3.431059e-03 1.737408e-03
[45,] 1.448437e-02 9.297189e-03 5.556373e-03 3.083370e-03 1.584664e-03
[46,] 1.197881e-02 7.719307e-03 4.643326e-03 2.600557e-03 1.352575e-03
[47,] 9.421034e-03 6.075829e-03 3.665412e-03 2.064319e-03 1.082769e-03
[48,] 7.061405e-03 4.547941e-03 2.743455e-03 1.548245e-03 8.159234e-04
[49,] 5.046873e-03 3.244227e-03 1.953307e-03 1.101496e-03 5.812296e-04
[50,] 3.434167e-03 2.205933e-03 1.325417e-03 7.457373e-04 3.929914e-04

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    92.0688       0.2978  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1n7yn1257966414.ps tmp/1n7yn1257966414.png")
> system("convert tmp/2cmk31257966414.ps tmp/2cmk31257966414.png")
> system("convert tmp/3dm3w1257966414.ps tmp/3dm3w1257966414.png")
> system("convert tmp/4ogps1257966414.ps tmp/4ogps1257966414.png")
> system("convert tmp/5k5rc1257966414.ps tmp/5k5rc1257966414.png")
> system("convert tmp/6o6ws1257966414.ps tmp/6o6ws1257966414.png")
> system("convert tmp/7gu941257966414.ps tmp/7gu941257966414.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.056   1.351   3.027