R version 2.7.2 (2008-08-25)
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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Type 'contributors()' for more information and
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(200.7,146.5,143.6,141.5,137.5,138.7,135.5,136.4,112.1,109,123.8,151.2,139.2,115.7,147.6,126.1,122.8,137.3,142,137.4,89.4,108,117.7,127.3,121,104.1,119.5,116.7,96.1,125,118.8,114.9,79.3,90.5,87.8,109.4,88.9,97.4,112,86.8,82.9,105.2,89.1,85.5,87.1,85.2,88.2,104,96.4,82.3,114.1,88.9,93.6,101.8,96.6,93.7,68.4,68.7,81.2,85.1,75.4,71.6,83,72.3,90.2,89,84.9,90.9,46.6,55.4,88.7,76,76.9,72.1,90,92.3,78,93.9,84.5,80.4,60.5,75.3,91.5,105.2,92.7)
> y <- c(43.5,37.7,36.8,24.4,31.3,43.9,53.6,48.9,30.9,31.8,41.3,43.7,54.1,47.8,36.7,30.8,31.9,61.7,73,64.7,24.2,33.9,32.4,63.2,71.8,60.4,48,44.5,44.9,70.9,72.7,59.5,35.9,40,43.6,57.2,75.8,57.7,47.7,42.3,43,68,70.6,54.2,38.6,40.3,49.2,68.5,75.9,63.2,49.8,37,48.8,74.9,75.3,66.9,44.1,39.8,56.6,77.1,78.5,70.6,54.2,47.2,55.1,74.5,88,80.8,54.4,55.2,73.8,85.3,98.7,86.1,62.5,58.6,67,88.4,96.5,87.1,61.2,62.5,85.2,101.7,113.7)
> x <- c(62.2,88.5,93.3,89.2,101.3,97,102.2,100.3,78.2,105.9,119.9,108,77,93.1,109.5,100.4,99,113.9,102.1,101.6,84,110.7,111.6,110.7,73.1,87.5,109.6,99.3,92.1,109.3,94.5,91.4,82.9,103.3,96,104.8,65.8,78.7,100.3,85,94.5,97.9,91.9,87.2,84.4,99.2,105.4,110.9,69.8,86.8,106.7,88.8,96.9,108.1,93.7,94.8,79.8,95.6,107.9,104.9,61.9,85.7,92.4,86.4,99.3,95.5,97,102.1,77.8,105.5,113.2,108.8,66.9,89.3,93.6,92,99.5,98.6,94.6,96.7,75.3,102.5,115.1,104.7,71.4)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1erjk1226514748.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/26se21226514748.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/384fp1226514748.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/4jonn1226514748.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/594b71226514748.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  
    72.1677      -0.1501  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6gg681226514748.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]  11.67641  14.01410  16.35180  18.68950  21.02720  23.36489  25.70259
 [8]  28.04029  30.37799  32.71569  35.05338  37.39108  39.72878  42.06648
[15]  44.40417  46.74187  49.07957  51.41727  53.75496  56.09266  58.43036
[22]  60.76806  63.10576  65.44345  67.78115  70.11885  72.45655  74.79424
[29]  77.13194  79.46964  81.80734  84.14504  86.48273  88.82043  91.15813
[36]  93.49583  95.83352  98.17122 100.50892 102.84662 105.18431 107.52201
[43] 109.85971 112.19741 114.53511 116.87280 119.21050 121.54820 123.88590
[50] 126.22359

$yords
 [1]  35.27634  38.88343  42.49052  46.09761  49.70470  53.31178  56.91887
 [8]  60.52596  64.13305  67.74014  71.34722  74.95431  78.56140  82.16849
[15]  85.77558  89.38266  92.98975  96.59684 100.20393 103.81102 107.41810
[22] 111.02519 114.63228 118.23937 121.84646 125.45354 129.06063 132.66772
[29] 136.27481 139.88190 143.48898 147.09607 150.70316 154.31025 157.91734
[36] 161.52442 165.13151 168.73860 172.34569 175.95278 179.55986 183.16695
[43] 186.77404 190.38113 193.98822 197.59530 201.20239 204.80948 208.41657
[50] 212.02366

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.994673e-11 3.356662e-10 1.406257e-09 5.991861e-09 2.887203e-08
 [2,] 3.770195e-10 1.709456e-09 6.628165e-09 2.529419e-08 1.084484e-07
 [3,] 1.865296e-09 8.010434e-09 2.891719e-08 9.952505e-08 3.790834e-07
 [4,] 8.468866e-09 3.451507e-08 1.166063e-07 3.646880e-07 1.234819e-06
 [5,] 3.527991e-08 1.366740e-07 4.340419e-07 1.243007e-06 3.752145e-06
 [6,] 1.348348e-07 4.971725e-07 1.489718e-06 3.935396e-06 1.064218e-05
 [7,] 4.727291e-07 1.660870e-06 4.710225e-06 1.155683e-05 2.817851e-05
 [8,] 1.520313e-06 5.094126e-06 1.370956e-05 3.143523e-05 6.963111e-05
 [9,] 4.484872e-06 1.434296e-05 3.671152e-05 7.909898e-05 1.604653e-04
[10,] 1.213550e-05 3.706786e-05 9.040534e-05 1.839195e-04 3.445321e-04
[11,] 3.012017e-05 8.792684e-05 2.046778e-04 3.948230e-04 6.884471e-04
[12,] 6.857387e-05 1.914280e-04 4.259461e-04 7.819948e-04 1.278875e-03
[13,] 1.432111e-04 3.825265e-04 8.147279e-04 1.428350e-03 2.206387e-03
[14,] 2.743684e-04 7.016471e-04 1.432365e-03 2.405414e-03 3.532721e-03
[15,] 4.822369e-04 1.181470e-03 2.314882e-03 3.734724e-03 5.247125e-03
[16,] 7.776674e-04 1.826580e-03 3.439795e-03 5.347219e-03 7.229218e-03
[17,] 1.150754e-03 2.593305e-03 4.701214e-03 7.063072e-03 9.242366e-03
[18,] 1.562740e-03 3.382068e-03 5.912438e-03 8.613435e-03 1.097436e-02
[19,] 1.947971e-03 4.052984e-03 6.846747e-03 9.708384e-03 1.212012e-02
[20,] 2.229293e-03 4.465075e-03 7.307096e-03 1.012882e-02 1.247548e-02
[21,] 2.342972e-03 4.524870e-03 7.195503e-03 9.801296e-03 1.200015e-02
[22,] 2.262287e-03 4.221407e-03 6.548132e-03 8.819530e-03 1.082137e-02
[23,] 2.007844e-03 3.629557e-03 5.518435e-03 7.403498e-03 9.180905e-03
[24,] 1.639129e-03 2.880252e-03 4.318416e-03 5.819683e-03 7.354732e-03
[25,] 1.231982e-03 2.113681e-03 3.148558e-03 4.301786e-03 5.582119e-03
[26,] 8.536164e-04 1.438160e-03 2.147576e-03 3.002938e-03 4.026261e-03
[27,] 5.462009e-04 9.103123e-04 1.376741e-03 1.987692e-03 2.768115e-03
[28,] 3.235258e-04 5.382750e-04 8.336080e-04 1.252129e-03 1.821520e-03
[29,] 1.779546e-04 2.988140e-04 4.790551e-04 7.534917e-04 1.155970e-03
[30,] 9.127065e-05 1.565959e-04 2.625130e-04 4.355698e-04 7.182732e-04
[31,] 4.387104e-05 7.792443e-05 1.378956e-04 2.446256e-04 4.494107e-04
[32,] 1.988190e-05 3.704995e-05 7.004927e-05 1.367398e-04 2.955912e-04
[33,] 8.554293e-06 1.697062e-05 3.507943e-05 7.956681e-05 2.137203e-04
[34,] 3.524490e-06 7.606418e-06 1.804544e-05 5.117177e-05 1.724733e-04
[35,] 1.409888e-06 3.455167e-06 1.020703e-05 3.772398e-05 1.508370e-04
[36,] 5.638590e-07 1.703467e-06 6.745502e-06 3.109845e-05 1.359024e-04
[37,] 2.402321e-07 9.898273e-07 5.160864e-06 2.691471e-05 1.208842e-04
[38,] 1.202010e-07 6.897586e-07 4.253082e-06 2.314094e-05 1.034740e-04
[39,] 7.449578e-08 5.353637e-07 3.518963e-06 1.914843e-05 8.426885e-05
[40,] 5.366315e-08 4.240376e-07 2.808071e-06 1.504820e-05 6.519910e-05
[41,] 4.041970e-08 3.254738e-07 2.126301e-06 1.121297e-05 4.818990e-05
[42,] 2.975478e-08 2.371146e-07 1.524230e-06 7.968532e-06 3.436779e-05
[43,] 2.082505e-08 1.633560e-07 1.040486e-06 5.457404e-06 2.390978e-05
[44,] 1.377576e-08 1.070234e-07 6.836309e-07 3.643324e-06 1.634311e-05
[45,] 8.655658e-09 6.740087e-08 4.374519e-07 2.389052e-06 1.097047e-05
[46,] 5.221268e-09 4.130033e-08 2.748468e-07 1.538603e-06 7.171442e-06
[47,] 3.061265e-09 2.483675e-08 1.696174e-07 9.652452e-07 4.506547e-06
[48,] 1.760562e-09 1.467262e-08 1.020095e-07 5.822675e-07 2.686145e-06
[49,] 9.947824e-10 8.451719e-09 5.901989e-08 3.332193e-07 1.501900e-06
[50,] 5.484103e-10 4.686691e-09 3.240833e-08 1.788896e-07 7.814254e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.431944e-07 6.320136e-07 2.333485e-06 7.289411e-06 2.049954e-05
 [2,] 4.930253e-07 2.042318e-06 7.120009e-06 2.084467e-05 5.386702e-05
 [3,] 1.570234e-06 6.086870e-06 2.004641e-05 5.522426e-05 1.322214e-04
 [4,] 4.633340e-06 1.674554e-05 5.208324e-05 1.354098e-04 3.024960e-04
 [5,] 1.268894e-05 4.257199e-05 1.249212e-04 3.071312e-04 6.438905e-04
 [6,] 3.231301e-05 1.001570e-04 2.767992e-04 6.443457e-04 1.273670e-03
 [7,] 7.666247e-05 2.184317e-04 5.672073e-04 1.250811e-03 2.339853e-03
 [8,] 1.697589e-04 4.424840e-04 1.076404e-03 2.248421e-03 3.992017e-03
 [9,] 3.514145e-04 8.344748e-04 1.895108e-03 3.747065e-03 6.328381e-03
[10,] 6.809041e-04 1.468711e-03 3.102101e-03 5.798684e-03 9.331288e-03
[11,] 1.235917e-03 2.418737e-03 4.733239e-03 8.350004e-03 1.281796e-02
[12,] 2.102324e-03 3.736702e-03 6.752177e-03 1.121714e-02 1.643813e-02
[13,] 3.351420e-03 5.428756e-03 9.036518e-03 1.410273e-02 1.973677e-02
[14,] 5.006023e-03 7.433570e-03 1.138947e-02 1.666004e-02 2.227145e-02
[15,] 7.004759e-03 9.612856e-03 1.357683e-02 1.858484e-02 2.374425e-02
[16,] 9.181397e-03 1.176142e-02 1.537757e-02 1.969941e-02 2.409485e-02
[17,] 1.127664e-02 1.363899e-02 1.662947e-02 1.999363e-02 2.351452e-02
[18,] 1.298895e-02 1.501757e-02 1.725427e-02 1.960737e-02 2.237392e-02
[19,] 1.405147e-02 1.573003e-02 1.725641e-02 1.876614e-02 2.109543e-02
[20,] 1.430558e-02 1.570392e-02 1.670261e-02 1.770181e-02 2.002244e-02
[21,] 1.374045e-02 1.497070e-02 1.569645e-02 1.659247e-02 1.933459e-02
[22,] 1.248459e-02 1.365156e-02 1.436010e-02 1.553950e-02 1.903192e-02
[23,] 1.075897e-02 1.192894e-02 1.282526e-02 1.457778e-02 1.898044e-02
[24,] 8.815762e-03 1.001259e-02 1.122629e-02 1.370188e-02 1.899161e-02
[25,] 6.885444e-03 8.105624e-03 9.688155e-03 1.289266e-02 1.890554e-02
[26,] 5.143253e-03 6.374231e-03 8.310507e-03 1.213846e-02 1.865246e-02
[27,] 3.695284e-03 4.926431e-03 7.156279e-03 1.144959e-02 1.827365e-02
[28,] 2.580315e-03 3.805902e-03 6.251710e-03 1.086185e-02 1.789189e-02
[29,] 1.782979e-03 3.001911e-03 5.594848e-03 1.042219e-02 1.763830e-02
[30,] 1.253450e-03 2.468786e-03 5.162869e-03 1.015630e-02 1.756655e-02
[31,] 9.276316e-04 2.144782e-03 4.912047e-03 1.003365e-02 1.759975e-02
[32,] 7.424263e-04 1.963940e-03 4.774661e-03 9.954581e-03 1.754464e-02
[33,] 6.438505e-04 1.861875e-03 4.663756e-03 9.775767e-03 1.717237e-02
[34,] 5.895551e-04 1.780661e-03 4.492061e-03 9.366507e-03 1.632420e-02
[35,] 5.489749e-04 1.676016e-03 4.199194e-03 8.665967e-03 1.498379e-02
[36,] 5.032058e-04 1.524776e-03 3.772079e-03 7.708268e-03 1.327716e-02
[37,] 4.445491e-04 1.327602e-03 3.245646e-03 6.601707e-03 1.140592e-02
[38,] 3.746178e-04 1.103747e-03 2.682954e-03 5.476793e-03 9.558200e-03
[39,] 3.006178e-04 8.798155e-04 2.146561e-03 4.434841e-03 7.848750e-03
[40,] 2.308595e-04 6.781707e-04 1.676859e-03 3.523632e-03 6.313150e-03
[41,] 1.712611e-04 5.103908e-04 1.286454e-03 2.745473e-03 4.943254e-03
[42,] 1.240066e-04 3.774031e-04 9.685375e-04 2.082856e-03 3.729284e-03
[43,] 8.823042e-05 2.739696e-04 7.100234e-04 1.521142e-03 2.680318e-03
[44,] 6.164145e-05 1.936526e-04 5.007157e-04 1.056501e-03 1.817842e-03
[45,] 4.193343e-05 1.316115e-04 3.353934e-04 6.907379e-04 1.156414e-03
[46,] 2.742168e-05 8.488915e-05 2.111274e-04 4.221526e-04 6.892137e-04
[47,] 1.701077e-05 5.140267e-05 1.239681e-04 2.404488e-04 3.870494e-04
[48,] 9.900969e-06 2.899514e-05 6.761845e-05 1.278822e-04 2.080870e-04
[49,] 5.364349e-06 1.516440e-05 3.424701e-05 6.408775e-05 1.102424e-04
[50,] 2.691853e-06 7.340142e-06 1.617688e-05 3.086656e-05 5.977957e-05
             [,11]        [,12]        [,13]       [,14]       [,15]
 [1,] 5.608885e-05 0.0001521986 0.0003847679 0.000837557 0.001492088
 [2,] 1.324656e-04 0.0003219785 0.0007417892 0.001501038 0.002520285
 [3,] 2.948725e-04 0.0006440563 0.0013492562 0.002531248 0.004001789
 [4,] 6.177421e-04 0.0012204999 0.0023282176 0.004048093 0.006030538
 [5,] 1.215591e-03 0.0021927629 0.0038297078 0.006190708 0.008719334
 [6,] 2.242575e-03 0.0037337656 0.0060259854 0.009120531 0.012222081
 [7,] 3.872612e-03 0.0060193485 0.0090850049 0.013008770 0.016729843
 [8,] 6.253339e-03 0.0091752052 0.0131210408 0.017988699 0.022408351
 [9,] 9.438454e-03 0.0132071780 0.0181243255 0.024067503 0.029274871
[10,] 1.331953e-02 0.0179383395 0.0238910998 0.031025755 0.037065783
[11,] 1.759095e-02 0.0229868100 0.0299933786 0.038365906 0.045185069
[12,] 2.177900e-02 0.0278137651 0.0358290141 0.045372834 0.052805606
[13,] 2.534435e-02 0.0318473213 0.0407650668 0.051300824 0.059112545
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[43,] 1.198816e-17 3.539223e-18 8.114070e-19 1.444591e-19 1.997224e-20
[44,] 1.015420e-18 2.862467e-19 6.266291e-20 1.065261e-20 1.406297e-21
[45,] 7.885467e-20 2.122566e-20 4.436808e-21 7.202038e-22 9.078533e-23
[46,] 5.614269e-21 1.443000e-21 2.880148e-22 4.464149e-23 5.373264e-24
[47,] 3.664807e-22 8.994217e-23 1.714159e-23 2.536964e-24 2.915768e-25
[48,] 2.193295e-23 5.139829e-24 9.353534e-25 1.321838e-25 1.450628e-26
[49,] 1.203459e-24 2.692912e-25 4.679382e-26 6.314371e-27 6.616790e-28
[50,] 6.054097e-26 1.293538e-26 2.146272e-27 2.765449e-28 2.767082e-29

> 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  
   126.3375      -0.4200  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7xw5z1226514748.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]  53.91561  55.42517  56.93474  58.44431  59.95387  61.46344  62.97301
 [8]  64.48258  65.99214  67.50171  69.01128  70.52084  72.03041  73.53998
[15]  75.04955  76.55911  78.06868  79.57825  81.08781  82.59738  84.10695
[22]  85.61652  87.12608  88.63565  90.14522  91.65478  93.16435  94.67392
[29]  96.18348  97.69305  99.20262 100.71219 102.22175 103.73132 105.24089
[36] 106.75045 108.26002 109.76959 111.27916 112.78872 114.29829 115.80786
[43] 117.31742 118.82699 120.33656 121.84613 123.35569 124.86526 126.37483
[50] 127.88439

$yords
 [1]  35.27634  38.88343  42.49052  46.09761  49.70470  53.31178  56.91887
 [8]  60.52596  64.13305  67.74014  71.34722  74.95431  78.56140  82.16849
[15]  85.77558  89.38266  92.98975  96.59684 100.20393 103.81102 107.41810
[22] 111.02519 114.63228 118.23937 121.84646 125.45354 129.06063 132.66772
[29] 136.27481 139.88190 143.48898 147.09607 150.70316 154.31025 157.91734
[36] 161.52442 165.13151 168.73860 172.34569 175.95278 179.55986 183.16695
[43] 186.77404 190.38113 193.98822 197.59530 201.20239 204.80948 208.41657
[50] 212.02366

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.041785e-07 7.464378e-07 1.730045e-06 5.948503e-06 2.478067e-05
 [2,] 1.267507e-06 2.185014e-06 4.126183e-06 1.057227e-05 3.660956e-05
 [3,] 3.709721e-06 6.176710e-06 1.034517e-05 2.073770e-05 5.595934e-05
 [4,] 1.008139e-05 1.649275e-05 2.580435e-05 4.386931e-05 9.226332e-05
 [5,] 2.537484e-05 4.117631e-05 6.184869e-05 9.508541e-05 1.650379e-04
 [6,] 5.907074e-05 9.566220e-05 1.399669e-04 2.020535e-04 3.093974e-04
 [7,] 1.270623e-04 2.062841e-04 2.966038e-04 4.100536e-04 5.805864e-04
 [8,] 2.523650e-04 4.122179e-04 5.861420e-04 7.844302e-04 1.053914e-03
 [9,] 4.625601e-04 7.624544e-04 1.077663e-03 1.405795e-03 1.815439e-03
[10,] 7.820537e-04 1.304123e-03 1.840380e-03 2.352922e-03 2.939846e-03
[11,] 1.219200e-03 2.061120e-03 2.915462e-03 3.671315e-03 4.456411e-03
[12,] 1.752071e-03 3.008041e-03 4.279469e-03 5.333038e-03 6.311417e-03
[13,] 2.320390e-03 4.051562e-03 5.814618e-03 7.203501e-03 8.342926e-03
[14,] 2.831497e-03 5.034101e-03 7.306687e-03 9.037183e-03 1.028631e-02
[15,] 3.183078e-03 5.767921e-03 8.485143e-03 1.051900e-02 1.182160e-02
[16,] 3.296086e-03 6.092312e-03 9.100372e-03 1.134852e-02 1.265609e-02
[17,] 3.143587e-03 5.930672e-03 9.009320e-03 1.133853e-02 1.261532e-02
[18,] 2.761175e-03 5.319889e-03 8.229629e-03 1.048430e-02 1.170448e-02
[19,] 2.233479e-03 4.396654e-03 6.934347e-03 8.968549e-03 1.011067e-02
[20,] 1.663754e-03 3.347713e-03 5.389381e-03 7.098219e-03 8.142890e-03
[21,] 1.141513e-03 2.348906e-03 3.864897e-03 5.203349e-03 6.136313e-03
[22,] 7.218939e-04 1.520174e-03 2.561423e-03 3.544670e-03 4.362284e-03
[23,] 4.220877e-04 9.109975e-04 1.577507e-03 2.265510e-03 2.978144e-03
[24,] 2.310975e-04 5.133400e-04 9.207501e-04 1.396367e-03 2.027420e-03
[25,] 1.245127e-04 2.880536e-04 5.444432e-04 8.953218e-04 1.477581e-03
[26,] 7.694930e-05 1.898967e-04 3.869204e-04 6.972997e-04 1.270795e-03
[27,] 6.869179e-05 1.824825e-04 3.975921e-04 7.498875e-04 1.364460e-03
[28,] 8.677425e-05 2.417829e-04 5.443977e-04 1.025137e-03 1.746888e-03
[29,] 1.226715e-04 3.515430e-04 8.059552e-04 1.508055e-03 2.424039e-03
[30,] 1.690777e-04 4.956781e-04 1.156311e-03 2.170831e-03 3.383835e-03
[31,] 2.176853e-04 6.524538e-04 1.551710e-03 2.947226e-03 4.554989e-03
[32,] 2.589655e-04 7.937382e-04 1.927555e-03 3.722797e-03 5.783863e-03
[33,] 2.838983e-04 8.900803e-04 2.209244e-03 4.351170e-03 6.849453e-03
[34,] 2.866137e-04 9.193279e-04 2.333482e-03 4.694034e-03 7.519794e-03
[35,] 2.664181e-04 8.743556e-04 2.270235e-03 4.668345e-03 7.629379e-03
[36,] 2.280012e-04 7.656621e-04 2.033946e-03 4.277452e-03 7.141109e-03
[37,] 1.796421e-04 6.173011e-04 1.677867e-03 3.609690e-03 6.160773e-03
[38,] 1.303083e-04 4.582027e-04 1.274378e-03 2.805048e-03 4.896431e-03
[39,] 8.702169e-05 3.131220e-04 8.911406e-04 2.007034e-03 3.584087e-03
[40,] 5.350237e-05 1.969981e-04 5.737119e-04 1.322178e-03 2.415824e-03
[41,] 3.028365e-05 1.141042e-04 3.400452e-04 8.019244e-04 1.499346e-03
[42,] 1.578093e-05 6.084588e-05 1.855548e-04 4.477935e-04 8.567748e-04
[43,] 7.570877e-06 2.987105e-05 9.321785e-05 2.302073e-04 4.507621e-04
[44,] 3.343866e-06 1.350079e-05 4.311383e-05 1.089570e-04 2.183415e-04
[45,] 1.359693e-06 5.617685e-06 1.835795e-05 4.747707e-05 9.737085e-05
[46,] 5.090039e-07 2.152010e-06 7.196500e-06 1.904604e-05 3.997812e-05
[47,] 1.754248e-07 7.589632e-07 2.597219e-06 7.034249e-06 1.511178e-05
[48,] 5.566082e-08 2.464258e-07 8.629494e-07 2.391785e-06 5.259053e-06
[49,] 1.625913e-08 7.366155e-08 2.639683e-07 7.487175e-07 1.684991e-06
[50,] 4.372542e-09 2.027144e-08 7.433744e-08 2.157769e-07 4.970334e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.653989e-05 3.136760e-04 8.197427e-04 1.705893e-03 2.824515e-03
 [2,] 1.344139e-04 4.352211e-04 1.154983e-03 2.455637e-03 4.163613e-03
 [3,] 1.814499e-04 5.691498e-04 1.519161e-03 3.290190e-03 5.707984e-03
 [4,] 2.462528e-04 7.130578e-04 1.878007e-03 4.117029e-03 7.293819e-03
 [5,] 3.505119e-04 8.793298e-04 2.207641e-03 4.836024e-03 8.712216e-03
 [6,] 5.364311e-04 1.107423e-03 2.516721e-03 5.377736e-03 9.766432e-03
 [7,] 8.716815e-04 1.472729e-03 2.865632e-03 5.742198e-03 1.033889e-02
 [8,] 1.446729e-03 2.084718e-03 3.372408e-03 6.022786e-03 1.044480e-02
 [9,] 2.359163e-03 3.067330e-03 4.195998e-03 6.401966e-03 1.025219e-02
[10,] 3.682881e-03 4.519306e-03 5.493130e-03 7.112958e-03 1.005781e-02
[11,] 5.427231e-03 6.462136e-03 7.356038e-03 8.372744e-03 1.022220e-02
[12,] 7.500093e-03 8.794898e-03 9.751825e-03 1.030528e-02 1.108022e-02
[13,] 9.694085e-03 1.128107e-02 1.249261e-02 1.288370e-02 1.285367e-02
[14,] 1.171125e-02 1.358489e-02 1.525984e-02 1.591909e-02 1.559423e-02
[15,] 1.322757e-02 1.535371e-02 1.768387e-02 1.910628e-02 1.917466e-02
[16,] 1.397974e-02 1.631837e-02 1.945050e-02 2.210969e-02 2.332617e-02
[17,] 1.384303e-02 1.637075e-02 2.038878e-02 2.465088e-02 2.770037e-02
[18,] 1.286899e-02 1.558651e-02 2.050202e-02 2.655910e-02 3.192813e-02
[19,] 1.126744e-02 1.418710e-02 1.993464e-02 2.777089e-02 3.566014e-02
[20,] 9.340861e-03 1.246314e-02 1.890107e-02 2.829679e-02 3.859523e-02
[21,] 7.398766e-03 1.069415e-02 1.761697e-02 2.818979e-02 4.051432e-02
[22,] 5.684924e-03 9.092994e-03 1.626034e-02 2.753758e-02 4.132597e-02
[23,] 4.339876e-03 7.784722e-03 1.496298e-02 2.647103e-02 4.110371e-02
[24,] 3.403527e-03 6.813085e-03 1.381437e-02 2.516119e-02 4.007953e-02
[25,] 2.847382e-03 6.162919e-03 1.286249e-02 2.378595e-02 3.857409e-02
[26,] 2.619165e-03 5.790091e-03 1.211276e-02 2.247755e-02 3.688560e-02
[27,] 2.682534e-03 5.653847e-03 1.153807e-02 2.128601e-02 3.519357e-02
[28,] 3.037500e-03 5.743433e-03 1.110564e-02 2.018711e-02 3.353086e-02
[29,] 3.711993e-03 6.085458e-03 1.080805e-02 1.913120e-02 3.183375e-02
[30,] 4.724091e-03 6.720287e-03 1.067321e-02 1.809639e-02 3.002972e-02
[31,] 6.028749e-03 7.650430e-03 1.073680e-02 1.710608e-02 2.810185e-02
[32,] 7.476702e-03 8.785116e-03 1.098793e-02 1.619780e-02 2.609253e-02
[33,] 8.815838e-03 9.917648e-03 1.132327e-02 1.536847e-02 2.405529e-02
[34,] 9.748774e-03 1.076192e-02 1.154718e-02 1.453957e-02 2.199879e-02
[35,] 1.002967e-02 1.104301e-02 1.143020e-02 1.357291e-02 1.986816e-02
[36,] 9.556421e-03 1.060205e-02 1.080099e-02 1.233288e-02 1.757878e-02
[37,] 8.411412e-03 9.461986e-03 9.623489e-03 1.075941e-02 1.508099e-02
[38,] 6.829489e-03 7.819879e-03 8.017172e-03 8.908809e-03 1.241342e-02
[39,] 5.110996e-03 5.971280e-03 6.211343e-03 6.939653e-03 9.711637e-03
[40,] 3.523900e-03 4.207382e-03 4.460161e-03 5.053869e-03 7.167148e-03
[41,] 2.237839e-03 2.733346e-03 2.962068e-03 3.426244e-03 4.961176e-03
[42,] 1.308745e-03 1.636484e-03 1.816948e-03 2.156149e-03 3.208081e-03
[43,] 7.047945e-04 9.026915e-04 1.028567e-03 1.257167e-03 1.932542e-03
[44,] 3.494843e-04 4.586714e-04 5.370809e-04 6.783376e-04 1.082591e-03
[45,] 1.595644e-04 2.146604e-04 2.585999e-04 3.384788e-04 5.633854e-04
[46,] 6.707772e-05 9.252575e-05 1.147950e-04 1.561335e-04 2.722394e-04
[47,] 2.596272e-05 3.672988e-05 4.697771e-05 6.657379e-05 1.221481e-04
[48,] 9.252277e-06 1.342818e-05 1.772306e-05 2.624292e-05 5.090268e-05
[49,] 3.035798e-06 4.521239e-06 6.164486e-06 9.566766e-06 1.971279e-05
[50,] 9.171143e-07 1.402005e-06 1.977101e-06 3.226868e-06 7.099318e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 0.0037383671 4.003283e-03 0.0035568336 0.0027404043 0.0019379146
 [2,] 0.0056523972 6.224074e-03 0.0057129450 0.0045819624 0.0034014019
 [3,] 0.0079472355 8.999951e-03 0.0085375573 0.0071317918 0.0055594703
 [4,] 0.0104096332 1.212371e-02 0.0118888589 0.0103474675 0.0084715271
 [5,] 0.0127287597 1.524101e-02 0.0154505883 0.0140135276 0.0120496024
 [6,] 0.0145650016 1.791254e-02 0.0187677172 0.0177392981 0.0160188234
 [7,] 0.0156446774 1.972111e-02 0.0213414125 0.0210197993 0.0199323465
 [8,] 0.0158505242 2.039290e-02 0.0227613260 0.0233544423 0.0232546621
 [9,] 0.0152776340 1.989413e-02 0.0228356095 0.0243929134 0.0255004488
[10,] 0.0142357985 1.847230e-02 0.0216772440 0.0240631029 0.0263902545
[11,] 0.0131960736 1.662917e-02 0.0197196683 0.0226397871 0.0259727459
[12,] 0.0126956057 1.503377e-02 0.0176576693 0.0207325687 0.0246722878
[13,] 0.0132258102 1.439816e-02 0.0163299319 0.0191961679 0.0232447516
[14,] 0.0151319749 1.534425e-02 0.0165694783 0.0189834946 0.0226508502
[15,] 0.0185461240 1.828547e-02 0.0190471594 0.0209674570 0.0238737646
[16,] 0.0233624918 2.334004e-02 0.0241297764 0.0257580435 0.0277154845
[17,] 0.0292525099 3.028824e-02 0.0317771664 0.0335474898 0.0346119901
[18,] 0.0357106654 3.858661e-02 0.0415109626 0.0440291797 0.0445160495
[19,] 0.0421251070 4.745044e-02 0.0524871348 0.0564384604 0.0568976791
[20,] 0.0478714587 5.600285e-02 0.0636786329 0.0697334756 0.0708855284
[21,] 0.0524247981 6.346250e-02 0.0741243813 0.0828696003 0.0855110177
[22,] 0.0554690877 6.931410e-02 0.0831531453 0.0950558379 0.0999495382
[23,] 0.0569652186 7.339579e-02 0.0904836216 0.1058685837 0.1136338048
[24,] 0.0571380248 7.586254e-02 0.0961542383 0.1151652519 0.1261781102
[25,] 0.0563722027 7.703960e-02 0.1003258939 0.1228576189 0.1371726892
[26,] 0.0550558245 7.723698e-02 0.1030736125 0.1286961064 0.1460039241
[27,] 0.0534451620 7.661788e-02 0.1042882079 0.1322133447 0.1518520313
[28,] 0.0516159644 7.518148e-02 0.1037388225 0.1328734174 0.1539057348
[29,] 0.0495150016 7.285200e-02 0.1012462511 0.1303391765 0.1516871876
[30,] 0.0470658967 6.960439e-02 0.0968517077 0.1246949630 0.1453021683
[31,] 0.0442566053 6.554367e-02 0.0908765838 0.1164937728 0.1354732906
[32,] 0.0411583016 6.089287e-02 0.0838422512 0.1066077296 0.1233429952
[33,] 0.0378772311 5.590670e-02 0.0763022078 0.0959704856 0.1101571665
[34,] 0.0344847134 5.077073e-02 0.0686798275 0.0853415347 0.0969805830
[35,] 0.0309792873 4.554890e-02 0.0611878224 0.0751841240 0.0845424348
[36,] 0.0273081103 4.020723e-02 0.0538521071 0.0656722433 0.0732185626
[37,] 0.0234332785 3.469603e-02 0.0466097047 0.0567827059 0.0630959172
[38,] 0.0193996505 2.904107e-02 0.0394232928 0.0484121004 0.0540624641
[39,] 0.0153608122 2.339217e-02 0.0323591613 0.0404751804 0.0458987116
[40,] 0.0115467540 1.800443e-02 0.0256009835 0.0329650172 0.0383710023
[41,] 0.0081917010 1.316486e-02 0.0194036356 0.0259701011 0.0313209260
[42,] 0.0054609141 9.104148e-03 0.0140154938 0.0196510093 0.0247254703
[43,] 0.0034104926 5.934958e-03 0.0096056104 0.0141871973 0.0186990873
[44,] 0.0019914695 3.638519e-03 0.0062233591 0.0097141071 0.0134330235
[45,] 0.0010860012 2.094222e-03 0.0037995431 0.0062753401 0.0091018600
[46,] 0.0005527601 1.130211e-03 0.0021799221 0.0038078764 0.0057843454
[47,] 0.0002625513 5.713251e-04 0.0011724169 0.0021624779 0.0034330515
[48,] 0.0001163817 2.702584e-04 0.0005897793 0.0011459020 0.0018967370
[49,] 0.0000481516 1.195168e-04 0.0002769435 0.0005652258 0.0009731769
[50,] 0.0000185971 4.936145e-05 0.0001211717 0.0002590195 0.0004628707
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 0.0013049234 0.0008255624 0.0004691012 0.0002307635 0.0000982332
 [2,] 0.0024136398 0.0016054938 0.0009553349 0.0004911545 0.0002189008
 [3,] 0.0041565356 0.0029059370 0.0018105453 0.0009728701 0.0004539750
 [4,] 0.0066714559 0.0049003160 0.0031961487 0.0017947316 0.0008767160
 [5,] 0.0099917236 0.0077072158 0.0052604681 0.0030859642 0.0015777126
 [6,] 0.0139810344 0.0113193426 0.0080806885 0.0049501013 0.0026481331
 [7,] 0.0183035385 0.0155443328 0.0115987099 0.0074156764 0.0041510915
 [8,] 0.0224580513 0.0199914230 0.0155792682 0.0103909714 0.0060885041
 [9,] 0.0258852327 0.0241299363 0.0196216223 0.0136479490 0.0083779601
[10,] 0.0281259338 0.0274194749 0.0232409083 0.0168556919 0.0108548894
[11,] 0.0289821167 0.0294770141 0.0260038658 0.0196631615 0.0133057577
[12,] 0.0286236155 0.0302212114 0.0276714013 0.0218037327 0.0155218205
[13,] 0.0276000844 0.0299358864 0.0282887361 0.0231776857 0.0173511196
[14,] 0.0267502760 0.0292256985 0.0281848396 0.0238780581 0.0187292534
[15,] 0.0270337618 0.0288813613 0.0278863660 0.0241564083 0.0196857815
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 [4,] 5.184478e-08 1.576703e-07 1.290461e-06 8.667786e-06 4.606491e-05
 [5,] 1.283419e-07 1.610294e-07 1.241814e-06 8.524288e-06 4.635718e-05
 [6,] 3.359373e-07 1.765792e-07 1.103558e-06 7.718210e-06 4.294899e-05
 [7,] 8.516360e-07 2.397773e-07 9.120888e-07 6.434720e-06 3.663353e-05
 [8,] 2.021536e-06 4.186941e-07 7.170690e-07 4.941418e-06 2.876714e-05
 [9,] 4.446247e-06 8.315870e-07 5.717203e-07 3.499468e-06 2.079766e-05
[10,] 9.041167e-06 1.663820e-06 5.278073e-07 2.294763e-06 1.384390e-05
[11,] 1.701573e-05 3.174925e-06 6.366848e-07 1.412465e-06 8.486362e-06
[12,] 2.974075e-05 5.690634e-06 9.549315e-07 8.528334e-07 4.794473e-06
[13,] 4.857654e-05 9.595566e-06 1.554792e-06 5.694882e-07 2.503838e-06
[14,] 7.489962e-05 1.537898e-05 2.546642e-06 5.102584e-07 1.223299e-06
[15,] 1.106718e-04 2.381354e-05 4.127888e-06 6.505562e-07 5.875931e-07
[16,] 1.597388e-04 3.631581e-05 6.668989e-06 1.019341e-06 3.306436e-07
[17,] 2.294876e-04 5.540155e-05 1.082097e-05 1.719872e-06 2.970527e-07
[18,] 3.316943e-04 8.493111e-05 1.758019e-05 2.939912e-06 4.219339e-07
[19,] 4.809208e-04 1.296744e-04 2.820085e-05 4.934664e-06 7.009757e-07
[20,] 6.893954e-04 1.938269e-04 4.385388e-05 7.962005e-06 1.159198e-06
[21,] 9.592026e-04 2.786086e-04 6.503510e-05 1.216473e-05 1.819109e-06
[22,] 1.275047e-03 3.798363e-04 9.091096e-05 1.742959e-05 2.669837e-06
[23,] 1.602172e-03 4.868947e-04 1.189544e-04 2.329096e-05 3.644757e-06
[24,] 1.892670e-03 5.843167e-04 1.452209e-04 2.895759e-05 4.619307e-06
[25,] 2.099598e-03 6.560858e-04 1.653771e-04 3.350273e-05 5.437290e-06
[26,] 2.193977e-03 6.913379e-04 1.762177e-04 3.618198e-05 5.962871e-06
[27,] 2.177918e-03 6.893016e-04 1.771310e-04 3.677525e-05 6.143065e-06
[28,] 2.088836e-03 6.616443e-04 1.709886e-04 3.583605e-05 6.060712e-06
[29,] 1.993735e-03 6.315716e-04 1.642028e-04 3.477655e-05 5.963197e-06
[30,] 1.975799e-03 6.301056e-04 1.659765e-04 3.577330e-05 6.260717e-06
[31,] 2.116304e-03 6.901996e-04 1.868265e-04 4.148882e-05 7.488981e-06
[32,] 2.473931e-03 8.389883e-04 2.363383e-04 5.456887e-05 1.022309e-05
[33,] 3.063572e-03 1.088559e-03 3.201267e-04 7.687067e-05 1.492579e-05
[34,] 3.839270e-03 1.426980e-03 4.364448e-04 1.084954e-04 2.173528e-05
[35,] 4.689564e-03 1.813371e-03 5.737030e-04 1.469374e-04 3.025048e-05
[36,] 5.453693e-03 2.181645e-03 7.106835e-04 1.868665e-04 3.942685e-05
[37,] 5.960537e-03 2.455172e-03 8.206869e-04 2.209890e-04 4.769990e-05
[38,] 6.080094e-03 2.569244e-03 8.790471e-04 2.419875e-04 5.337032e-05
[39,] 5.767134e-03 2.492741e-03 8.712996e-04 2.448965e-04 5.513989e-05
[40,] 5.076659e-03 2.239005e-03 7.983010e-04 2.288654e-04 5.256983e-05
[41,] 4.143188e-03 1.860483e-03 6.757560e-04 1.974390e-04 4.623857e-05
[42,] 3.133846e-03 1.429764e-03 5.283865e-04 1.572131e-04 3.751807e-05
[43,] 2.197183e-03 1.016190e-03 3.816341e-04 1.155447e-04 2.808382e-05
[44,] 1.428740e-03 6.681403e-04 2.546429e-04 7.838890e-05 1.939481e-05
[45,] 8.625614e-04 4.065936e-04 1.570053e-04 4.909862e-05 1.235890e-05
[46,] 4.842247e-04 2.291883e-04 8.948807e-05 2.839813e-05 7.267824e-06
[47,] 2.532999e-04 1.197976e-04 4.717663e-05 1.517209e-05 3.944944e-06
[48,] 1.237992e-04 5.815533e-05 2.302165e-05 7.490494e-06 1.976926e-06
[49,] 5.671425e-05 2.627172e-05 1.041001e-05 3.419137e-06 9.149152e-07
[50,] 2.444115e-05 1.107265e-05 4.368006e-06 1.444026e-06 3.911792e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.079378e-04 3.347666e-04 8.210513e-04 1.592420e-03 2.442328e-03
 [2,] 1.424487e-04 4.520975e-04 1.134659e-03 2.251944e-03 3.534348e-03
 [3,] 1.730742e-04 5.620967e-04 1.443608e-03 2.931884e-03 4.708726e-03
 [4,] 1.935954e-04 6.433968e-04 1.690917e-03 3.514186e-03 5.775458e-03
 [5,] 1.993640e-04 6.780093e-04 1.823409e-03 3.877855e-03 6.521664e-03
 [6,] 1.890111e-04 6.577810e-04 1.810234e-03 3.939557e-03 6.779838e-03
 [7,] 1.649745e-04 5.875109e-04 1.654529e-03 3.684615e-03 6.488871e-03
 [8,] 1.325670e-04 4.831026e-04 1.392205e-03 3.172677e-03 5.717522e-03
 [9,] 9.807154e-05 3.657226e-04 1.078501e-03 2.515060e-03 4.638051e-03
[10,] 6.679440e-05 2.548902e-04 7.691782e-04 1.835523e-03 3.463794e-03
[11,] 4.188206e-05 1.635474e-04 5.050360e-04 1.233276e-03 2.381538e-03
[12,] 2.417754e-05 9.661017e-05 3.052858e-04 7.628684e-04 1.507481e-03
[13,] 1.285030e-05 5.254018e-05 1.698947e-04 4.344381e-04 8.784869e-04
[14,] 6.289570e-06 2.630578e-05 8.704460e-05 2.277692e-04 4.713109e-04
[15,] 2.837626e-06 1.212577e-05 4.105756e-05 1.099388e-04 2.327923e-04
[16,] 1.185831e-06 5.146414e-06 1.782930e-05 4.885356e-05 1.058568e-04
[17,] 4.707482e-07 2.012114e-06 7.128026e-06 1.998620e-05 4.431572e-05
[18,] 2.001975e-07 7.267283e-07 2.623746e-06 7.527554e-06 1.707992e-05
[19,] 1.287409e-07 2.463921e-07 8.894653e-07 2.610173e-06 6.060416e-06
[20,] 1.493432e-07 8.538367e-08 2.782311e-07 8.332839e-07 1.979743e-06
[21,] 2.209154e-07 4.104659e-08 8.119654e-08 2.449739e-07 5.953970e-07
[22,] 3.270066e-07 3.695860e-08 2.350316e-08 6.640691e-08 1.648562e-07
[23,] 4.550300e-07 4.642305e-08 8.690511e-09 1.672770e-08 4.203135e-08
[24,] 5.880768e-07 5.988809e-08 5.953806e-09 4.092465e-09 9.876599e-09
[25,] 7.050329e-07 7.292853e-08 6.230596e-09 1.190785e-09 2.150762e-09
[26,] 7.863551e-07 8.278194e-08 6.984957e-09 6.180492e-10 4.482535e-10
[27,] 8.227518e-07 8.809665e-08 7.531153e-09 5.392547e-10 1.052339e-10
[28,] 8.237520e-07 8.967638e-08 7.799151e-09 5.450076e-10 4.288022e-11
[29,] 8.237737e-07 9.131528e-08 8.096788e-09 5.734702e-10 3.429434e-11
[30,] 8.843356e-07 1.003450e-07 9.113413e-09 6.607132e-10 3.842855e-11
[31,] 1.091063e-06 1.276257e-07 1.194016e-08 8.909115e-10 5.294062e-11
[32,] 1.542636e-06 1.865277e-07 1.800709e-08 1.384355e-09 8.460168e-11
[33,] 2.327735e-06 2.902442e-07 2.884504e-08 2.279904e-09 1.431001e-10
[34,] 3.489042e-06 4.470592e-07 4.560428e-08 3.696912e-09 2.378524e-10
[35,] 4.982182e-06 6.543263e-07 6.837348e-08 5.675625e-09 3.738322e-10
[36,] 6.648540e-06 8.935786e-07 9.553363e-08 8.112841e-09 5.466632e-10
[37,] 8.224937e-06 1.130192e-06 1.235358e-07 1.072664e-08 7.391176e-10
[38,] 9.401970e-06 1.320007e-06 1.474444e-07 1.308574e-08 9.217938e-10
[39,] 9.917758e-06 1.422019e-06 1.622620e-07 1.471534e-08 1.059504e-09
[40,] 9.649216e-06 1.412383e-06 1.645872e-07 1.524875e-08 1.121983e-09
[41,] 8.657167e-06 1.293173e-06 1.538567e-07 1.455952e-08 1.094575e-09
[42,] 7.162272e-06 1.091472e-06 1.325486e-07 1.280876e-08 9.837365e-10
[43,] 5.464292e-06 8.492564e-07 1.052426e-07 1.038322e-08 8.145173e-10
[44,] 3.844667e-06 6.092113e-07 7.701857e-08 7.756175e-09 6.213446e-10
[45,] 2.494996e-06 4.029399e-07 5.195446e-08 5.339316e-09 4.367194e-10
[46,] 1.493551e-06 2.457548e-07 3.230833e-08 3.387519e-09 2.828399e-10
[47,] 8.248419e-07 1.382307e-07 1.852316e-08 1.980956e-09 1.688030e-10
[48,] 4.203320e-07 7.171401e-08 9.792041e-09 1.067842e-09 9.284474e-11
[49,] 1.976822e-07 3.432126e-08 4.773541e-09 5.306678e-10 4.706635e-11
[50,] 8.582117e-08 1.515487e-08 2.146220e-09 2.431480e-10 2.199286e-11
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.962169e-03 2.841024e-03 2.154762e-03 1.292358e-03 6.129509e-04
 [2,] 4.386520e-03 4.305170e-03 3.341332e-03 2.050729e-03 9.953050e-04
 [3,] 5.980250e-03 6.006128e-03 4.770117e-03 2.995868e-03 1.487907e-03
 [4,] 7.505981e-03 7.714144e-03 6.269419e-03 4.029267e-03 2.047784e-03
 [5,] 8.673303e-03 9.121575e-03 7.586028e-03 4.989055e-03 2.594666e-03
 [6,] 9.226787e-03 9.929809e-03 8.450659e-03 5.687213e-03 3.026688e-03
 [7,] 9.036606e-03 9.951782e-03 8.666737e-03 5.968560e-03 3.250445e-03
 [8,] 8.147965e-03 9.182263e-03 8.182943e-03 5.766717e-03 3.213712e-03
 [9,] 6.763662e-03 7.799873e-03 7.112994e-03 5.129518e-03 2.925230e-03
[10,] 5.168964e-03 6.099781e-03 5.692253e-03 4.200620e-03 2.451331e-03
[11,] 3.636755e-03 4.391672e-03 4.193773e-03 3.166935e-03 1.891180e-03
[12,] 2.355665e-03 2.910948e-03 2.844556e-03 2.198132e-03 1.343237e-03
[13,] 1.404759e-03 1.776347e-03 1.776287e-03 1.404616e-03 8.783370e-04
[14,] 7.712216e-04 9.979532e-04 1.021176e-03 8.263232e-04 5.287602e-04
[15,] 3.898033e-04 5.161567e-04 5.404766e-04 4.475396e-04 2.930524e-04
[16,] 1.813847e-04 2.457773e-04 2.633554e-04 2.231526e-04 1.495274e-04
[17,] 7.770426e-05 1.077435e-04 1.181399e-04 1.024380e-04 7.024011e-05
[18,] 3.064629e-05 4.348397e-05 4.879100e-05 4.329218e-05 3.037656e-05
[19,] 1.112755e-05 1.615682e-05 1.855118e-05 1.684404e-05 1.209429e-05
[20,] 3.719721e-06 5.526775e-06 6.493704e-06 6.033543e-06 4.433142e-06
[21,] 1.144750e-06 1.740513e-06 2.092680e-06 1.989701e-06 1.496002e-06
[22,] 3.243388e-07 5.046265e-07 6.208703e-07 6.040752e-07 4.647724e-07
[23,] 8.460156e-08 1.346954e-07 1.695855e-07 1.688433e-07 1.329347e-07
[24,] 2.031684e-08 3.309975e-08 4.264474e-08 4.344759e-08 3.500460e-08
[25,] 4.492406e-09 7.488358e-09 9.872590e-09 1.029287e-08 8.485960e-09
[26,] 9.152326e-10 1.559711e-09 2.104194e-09 2.244895e-09 1.893938e-09
[27,] 1.724931e-10 2.991105e-10 4.128862e-10 4.507593e-10 3.891521e-10
[28,] 3.085822e-11 5.284131e-11 7.458799e-11 8.332634e-11 7.361426e-11
[29,] 6.138484e-12 8.631957e-12 1.240606e-11 1.418109e-11 1.282016e-11
[30,] 2.436939e-12 1.347684e-12 1.901144e-12 2.221940e-12 2.055484e-12
[31,] 2.588539e-12 2.703316e-13 2.705031e-13 3.205655e-13 3.034066e-13
[32,] 4.115322e-12 1.803136e-13 3.955774e-14 4.267806e-14 4.123287e-14
[33,] 7.126029e-12 2.837846e-13 1.294068e-14 5.421155e-15 5.162572e-15
[34,] 1.213436e-11 4.908047e-13 1.616141e-14 9.837811e-16 6.021192e-16
[35,] 1.952167e-11 8.077526e-13 2.651380e-14 7.473166e-16 7.709930e-17
[36,] 2.920468e-11 1.236255e-12 4.145035e-14 1.105884e-15 2.926194e-17
[37,] 4.038311e-11 1.748456e-12 5.996170e-14 1.628653e-15 3.554691e-17
[38,] 5.149718e-11 2.280180e-12 7.997840e-14 2.221443e-15 4.888839e-17
[39,] 6.051279e-11 2.739748e-12 9.827876e-14 2.792000e-15 6.279949e-17
[40,] 6.550370e-11 3.032215e-12 1.112290e-13 3.231809e-15 7.435100e-17
[41,] 6.531337e-11 3.090874e-12 1.159344e-13 3.444958e-15 8.106329e-17
[42,] 5.998646e-11 2.901818e-12 1.112851e-13 3.381605e-15 8.138426e-17
[43,] 5.074938e-11 2.509202e-12 9.837808e-14 3.056799e-15 7.523791e-17
[44,] 3.955060e-11 1.998447e-12 8.009549e-14 2.544633e-15 6.405014e-17
[45,] 2.839507e-11 1.466086e-12 6.005943e-14 1.950785e-15 5.021110e-17
[46,] 1.878130e-11 9.907344e-13 4.147961e-14 1.377315e-15 3.624822e-17
[47,] 1.144536e-11 6.167500e-13 2.638685e-14 8.955964e-16 2.409866e-17
[48,] 6.426653e-12 3.537045e-13 1.546182e-14 5.363681e-16 1.475475e-17
[49,] 3.325250e-12 1.868868e-13 8.345954e-15 2.958718e-16 8.319906e-18
[50,] 1.585564e-12 9.098167e-14 4.150105e-15 1.503331e-16 4.320847e-18

> 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  
    69.9924       0.3374  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1erjk1226514748.ps tmp/1erjk1226514748.png")
> system("convert tmp/26se21226514748.ps tmp/26se21226514748.png")
> system("convert tmp/384fp1226514748.ps tmp/384fp1226514748.png")
> system("convert tmp/4jonn1226514748.ps tmp/4jonn1226514748.png")
> system("convert tmp/594b71226514748.ps tmp/594b71226514748.png")
> system("convert tmp/6gg681226514748.ps tmp/6gg681226514748.png")
> system("convert tmp/7xw5z1226514748.ps tmp/7xw5z1226514748.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.213   1.313   2.589