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

R is free software and comes with ABSOLUTELY NO WARRANTY.
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Type 'license()' or 'licence()' for distribution details.

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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
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Type 'q()' to quit R.

> z <- c(182,213,227,209,219,221,114,97,205,215,224,189,182,201,198,173,238,258,122,101,259,243,188,173,224,215,196,159,187,208,131,93,210,228,176,195,188,188,190,188,176,225,93,79,235,247,195,197,211,166,209,180,185,303,129,85,249,231,212,240)
> y <- c(89,97,154,81,110,116,73,73,174,103,130,91,136,106,136,122,131,135,75,68,143,115,93,128,152,125,107,116,220,137,34,51,153,145,116,145,98,118,139,140,113,149,79,47,166,180,122,134,114,125,181,142,143,187,137,62,239,157,139,187)
> x <- c(356,386,444,387,327,448,225,182,460,411,342,361,377,331,428,340,352,461,221,198,422,329,320,375,364,351,380,319,322,386,221,187,344,342,365,313,356,337,389,326,343,357,220,228,391,425,332,298,360,326,325,393,301,426,265,210,429,440,357,431)
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/13jof1257273399.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2j5ye1257273399.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3chxb1257273399.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4ghvd1257273399.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5n6bo1257273399.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
     0.1807       0.3617  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6guu01257273399.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]  13.62158  18.63702  23.65247  28.66792  33.68336  38.69881  43.71425
 [8]  48.72970  53.74514  58.76059  63.77604  68.79148  73.80693  78.82237
[15]  83.83782  88.85326  93.86871  98.88416 103.89960 108.91505 113.93049
[22] 118.94594 123.96139 128.97683 133.99228 139.00772 144.02317 149.03861
[29] 154.05406 159.06951 164.08495 169.10040 174.11584 179.13129 184.14674
[36] 189.16218 194.17763 199.19307 204.20852 209.22396 214.23941 219.25486
[43] 224.27030 229.28575 234.30119 239.31664 244.33208 249.34753 254.36298
[50] 259.37842

$yords
 [1]  57.88353  63.31685  68.75018  74.18350  79.61683  85.05016  90.48348
 [8]  95.91681 101.35013 106.78346 112.21678 117.65011 123.08343 128.51676
[15] 133.95008 139.38341 144.81673 150.25006 155.68339 161.11671 166.55004
[22] 171.98336 177.41669 182.85001 188.28334 193.71666 199.14999 204.58331
[29] 210.01664 215.44996 220.88329 226.31661 231.74994 237.18327 242.61659
[36] 248.04992 253.48324 258.91657 264.34989 269.78322 275.21654 280.64987
[43] 286.08319 291.51652 296.94984 302.38317 307.81650 313.24982 318.68315
[50] 324.11647

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.894386e-04 1.673033e-04 1.202518e-04 7.071785e-05 3.473326e-05
 [2,] 4.379425e-04 4.514701e-04 3.768114e-04 2.572176e-04 1.434946e-04
 [3,] 7.997325e-04 9.631831e-04 9.331209e-04 7.381779e-04 4.785687e-04
 [4,] 1.165160e-03 1.637788e-03 1.839643e-03 1.681435e-03 1.263181e-03
 [5,] 1.377234e-03 2.250756e-03 2.922741e-03 3.074221e-03 2.660079e-03
 [6,] 1.352701e-03 2.553463e-03 3.813252e-03 4.590110e-03 4.540108e-03
 [7,] 1.135252e-03 2.456793e-03 4.191142e-03 5.733873e-03 6.425235e-03
 [8,] 8.345083e-04 2.058731e-03 3.989474e-03 6.164825e-03 7.758625e-03
 [9,] 5.451544e-04 1.529998e-03 3.359970e-03 5.847291e-03 8.220897e-03
[10,] 3.169203e-04 1.013640e-03 2.525687e-03 4.955198e-03 7.781240e-03
[11,] 1.620495e-04 5.941181e-04 1.687327e-03 3.747391e-03 6.598592e-03
[12,] 7.122919e-05 3.023342e-04 9.869588e-04 2.499346e-03 4.968744e-03
[13,] 2.614867e-05 1.300643e-04 4.937579e-04 1.441205e-03 3.267507e-03
[14,] 7.801102e-06 4.599175e-05 2.055516e-04 7.004500e-04 1.834755e-03
[15,] 1.855027e-06 1.306907e-05 6.945896e-05 2.796102e-04 8.576109e-04
[16,] 3.513159e-07 2.962017e-06 1.880172e-05 9.005559e-05 3.267021e-04
[17,] 5.676483e-08 5.608270e-07 4.193825e-06 2.372625e-05 1.016438e-04
[18,] 1.046867e-08 1.126721e-07 9.310346e-07 5.900745e-06 2.865044e-05
[19,] 3.042428e-09 3.500985e-08 3.062766e-07 2.044864e-06 1.046063e-05
[20,] 1.048475e-09 1.399639e-08 1.401375e-07 1.053967e-06 5.966400e-06
[21,] 3.096686e-10 4.978792e-09 5.983147e-08 5.375719e-07 3.612606e-06
[22,] 7.148350e-11 1.394967e-09 2.033451e-08 2.214282e-07 1.801327e-06
[23,] 1.267827e-11 3.006969e-10 5.326778e-09 7.048022e-08 6.965360e-07
[24,] 1.722676e-12 4.966835e-11 1.069585e-09 1.720314e-08 2.066613e-07
[25,] 1.792366e-13 6.282412e-12 1.644691e-10 3.215859e-09 4.696417e-08
[26,] 1.427891e-14 6.084441e-13 1.936442e-11 4.603020e-10 8.172175e-09
[27,] 8.709689e-16 4.511852e-14 1.745682e-12 5.044638e-11 1.088808e-09
[28,] 4.067727e-17 2.561711e-15 1.204944e-13 4.233094e-12 1.110722e-10
[29,] 1.454703e-18 1.113717e-16 6.368463e-15 2.719874e-13 8.676006e-12
[30,] 3.986544e-20 3.710049e-18 2.578853e-16 1.338852e-14 5.191572e-13
[31,] 8.436654e-22 9.535160e-20 8.050060e-18 5.076601e-16 2.391371e-14
[32,] 1.485875e-23 2.021785e-21 2.056954e-19 1.564597e-17 8.896725e-16
[33,] 3.496082e-25 5.505033e-23 6.496487e-21 5.745562e-19 3.808097e-17
[34,] 1.950111e-26 3.561654e-24 4.863791e-22 4.966859e-20 3.793357e-18
[35,] 1.345426e-27 2.961174e-25 4.868256e-23 5.978620e-21 5.484713e-19
[36,] 7.599251e-29 2.031414e-26 4.055848e-24 6.048216e-22 6.736529e-20
[37,] 3.308785e-30 1.075186e-27 2.609450e-25 4.730113e-23 6.403995e-21
[38,] 1.103802e-31 4.360430e-29 1.286522e-26 2.835055e-24 4.666187e-22
[39,] 2.819551e-33 1.354080e-30 4.856892e-28 1.301154e-25 2.603488e-23
[40,] 5.514543e-35 3.219591e-32 1.403917e-29 4.572338e-27 1.112222e-24
[41,] 8.258041e-37 5.861316e-34 3.107151e-31 1.230229e-28 3.638026e-26
[42,] 9.468533e-39 8.170104e-36 5.265279e-33 2.534379e-30 9.111253e-28
[43,] 8.312396e-41 8.719627e-38 6.831536e-35 3.997562e-32 1.747142e-29
[44,] 5.587375e-43 7.125353e-40 6.786618e-37 4.827884e-34 2.565173e-31
[45,] 2.875592e-45 4.458129e-42 5.162098e-39 4.464330e-36 2.883651e-33
[46,] 1.133143e-47 2.135683e-44 3.006333e-41 3.160776e-38 2.482029e-35
[47,] 3.418849e-50 7.833557e-47 1.340559e-43 1.713441e-40 1.635719e-37
[48,] 7.897946e-53 2.199986e-49 4.576921e-46 7.111862e-43 8.253716e-40
[49,] 1.396965e-55 4.730620e-52 1.196460e-48 2.260137e-45 3.188802e-42
[50,] 1.891885e-58 7.788506e-55 2.394754e-51 5.499510e-48 9.432861e-45
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.037741e-05 3.953985e-05 1.242716e-04 3.176791e-04 6.101205e-04
 [2,] 6.765157e-05 4.405581e-05 9.667832e-05 2.844801e-04 6.616867e-04
 [3,] 2.529460e-04 1.153947e-04 8.554582e-05 2.022606e-04 5.508909e-04
 [4,] 7.776488e-04 3.897882e-04 1.744906e-04 1.485816e-04 3.606505e-04
 [5,] 1.901281e-03 1.113496e-03 5.325897e-04 2.385448e-04 2.293695e-04
 [6,] 3.733319e-03 2.548723e-03 1.430181e-03 6.623639e-04 3.024884e-04
 [7,] 6.007707e-03 4.723771e-03 3.108707e-03 1.697426e-03 7.783374e-04
 [8,] 8.142708e-03 7.255170e-03 5.515862e-03 3.556850e-03 1.931072e-03
 [9,] 9.580036e-03 9.503602e-03 8.171278e-03 6.107644e-03 3.934351e-03
[10,] 1.001986e-02 1.091486e-02 1.037061e-02 8.748863e-03 6.539633e-03
[11,] 9.406383e-03 1.118928e-02 1.153597e-02 1.066903e-02 8.973412e-03
[12,] 7.891247e-03 1.027955e-02 1.140927e-02 1.129483e-02 1.033069e-02
[13,] 5.838560e-03 8.403286e-03 1.007253e-02 1.054835e-02 1.017971e-02
[14,] 3.737574e-03 6.024707e-03 7.894102e-03 8.772127e-03 8.777165e-03
[15,] 2.021729e-03 3.711230e-03 5.413822e-03 6.488095e-03 6.743097e-03
[16,] 9.029651e-04 1.918754e-03 3.180032e-03 4.209460e-03 4.638643e-03
[17,] 3.306289e-04 8.208667e-04 1.569621e-03 2.347653e-03 2.824407e-03
[18,] 1.065088e-04 3.034324e-04 6.648033e-04 1.129106e-03 1.510806e-03
[19,] 4.115864e-05 1.250202e-04 2.943201e-04 5.398118e-04 7.782587e-04
[20,] 2.549051e-05 8.248490e-05 2.031253e-04 3.831307e-04 5.586042e-04
[21,] 1.816891e-05 6.844036e-05 1.933226e-04 4.102099e-04 6.556671e-04
[22,] 1.094849e-05 4.972530e-05 1.687901e-04 4.283432e-04 8.130353e-04
[23,] 5.141629e-06 2.834965e-05 1.167610e-04 3.592295e-04 8.256570e-04
[24,] 1.854264e-06 1.242641e-05 6.219898e-05 2.325351e-04 6.493299e-04
[25,] 5.122640e-07 4.173286e-06 2.539332e-05 1.154036e-04 3.917219e-04
[26,] 1.083651e-07 1.073242e-06 7.938931e-06 4.386148e-05 1.809927e-04
[27,] 1.755211e-08 2.113313e-07 1.900439e-06 1.276442e-05 6.403306e-05
[28,] 2.176757e-09 3.186183e-08 3.483270e-07 2.844203e-06 1.734563e-05
[29,] 2.067038e-10 3.678184e-09 4.888485e-08 4.852577e-07 3.597717e-06
[30,] 1.503579e-11 3.252471e-10 5.254834e-09 6.341095e-08 5.715156e-07
[31,] 8.414278e-13 2.211452e-11 4.341348e-10 6.365845e-09 6.972172e-08
[32,] 3.781557e-14 1.201401e-12 2.852657e-11 5.062073e-10 6.712697e-09
[33,] 1.891393e-15 7.039111e-14 1.962794e-12 4.100201e-11 6.415832e-10
[34,] 2.166992e-16 9.260533e-15 2.960890e-13 7.084034e-12 1.268449e-10
[35,] 3.758745e-17 1.924299e-15 7.359628e-14 2.102839e-12 4.488821e-11
[36,] 5.604172e-18 3.482164e-16 1.616044e-14 5.601779e-13 1.450326e-11
[37,] 6.475749e-19 4.890842e-17 2.758891e-15 1.162371e-13 3.657722e-12
[38,] 5.736166e-20 5.266658e-18 3.611644e-16 1.849836e-14 7.076458e-13
[39,] 3.890822e-21 4.342909e-19 3.620566e-17 2.254398e-15 1.048429e-13
[40,] 2.020710e-22 2.742016e-20 2.779023e-18 2.103648e-16 1.189345e-14
[41,] 8.035353e-24 1.325554e-21 1.633226e-19 1.502982e-17 1.033036e-15
[42,] 2.446493e-25 4.906401e-23 7.349174e-21 8.221912e-19 6.870065e-17
[43,] 5.703230e-27 1.390486e-24 2.532029e-22 3.443735e-20 3.498198e-18
[44,] 1.017972e-28 3.017229e-26 6.679392e-24 1.104395e-21 1.363848e-19
[45,] 1.391197e-30 5.012884e-28 1.349096e-25 2.711798e-23 4.071227e-21
[46,] 1.455725e-32 6.376833e-30 2.086349e-27 5.098332e-25 9.305134e-23
[47,] 1.166294e-34 6.210984e-32 2.470410e-29 7.338999e-27 1.628388e-24
[48,] 7.154440e-37 4.631850e-34 2.239699e-31 8.088801e-29 2.181885e-26
[49,] 3.360318e-39 2.644757e-36 1.554703e-33 6.826040e-31 2.238428e-28
[50,] 1.208434e-41 1.156259e-38 8.263108e-36 4.410537e-33 1.758298e-30
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.755298e-04 9.384138e-04 7.512338e-04 4.491717e-04 2.005891e-04
 [2,] 1.154036e-03 1.503700e-03 1.463418e-03 1.063734e-03 5.775056e-04
 [3,] 1.164906e-03 1.844904e-03 2.182740e-03 1.928836e-03 1.273063e-03
 [4,] 9.021823e-04 1.733406e-03 2.492788e-03 2.677973e-03 2.148825e-03
 [5,] 5.467883e-04 1.249345e-03 2.180203e-03 2.847030e-03 2.777465e-03
 [6,] 3.126985e-04 7.040097e-04 1.463059e-03 2.318430e-03 2.749883e-03
 [7,] 3.642568e-04 3.747934e-04 7.697534e-04 1.450028e-03 2.087595e-03
 [8,] 8.938224e-04 4.202603e-04 3.945621e-04 7.165948e-04 1.221829e-03
 [9,] 2.157833e-03 1.009049e-03 4.593762e-04 3.669919e-04 5.760455e-04
[10,] 4.254241e-03 2.351096e-03 1.089747e-03 4.657771e-04 3.102851e-04
[11,] 6.763351e-03 4.418878e-03 2.415549e-03 1.084328e-03 4.348328e-04
[12,] 8.740065e-03 6.610103e-03 4.264899e-03 2.259998e-03 9.749305e-04
[13,] 9.316878e-03 7.922719e-03 5.934952e-03 3.721691e-03 1.901584e-03
[14,] 8.376968e-03 7.718149e-03 6.554090e-03 4.814015e-03 2.937811e-03
[15,] 6.540540e-03 6.258800e-03 5.827916e-03 4.939778e-03 3.603910e-03
[16,] 4.562041e-03 4.373532e-03 4.279119e-03 4.100812e-03 3.590977e-03
[17,] 2.881978e-03 2.736577e-03 2.695258e-03 2.844486e-03 3.018411e-03
[18,] 1.647549e-03 1.576976e-03 1.524782e-03 1.721090e-03 2.238122e-03
[19,] 8.988771e-04 8.733395e-04 8.168119e-04 9.489434e-04 1.505301e-03
[20,] 6.389052e-04 5.918544e-04 4.931918e-04 5.149748e-04 9.184407e-04
[21,] 7.931909e-04 7.338497e-04 5.397903e-04 3.921290e-04 5.368727e-04
[22,] 1.155131e-03 1.230419e-03 9.886117e-04 6.270312e-04 4.444998e-04
[23,] 1.417845e-03 1.819502e-03 1.746278e-03 1.261320e-03 7.320953e-04
[24,] 1.354319e-03 2.109932e-03 2.455574e-03 2.136664e-03 1.403039e-03
[25,] 9.931072e-04 1.880512e-03 2.659649e-03 2.809899e-03 2.220495e-03
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[37,] 2.150086e-03 2.538890e-03 2.239758e-03 1.475935e-03 7.264687e-04
[38,] 1.255199e-03 1.802093e-03 1.932936e-03 1.548611e-03 9.266939e-04
[39,] 5.615822e-04 9.795794e-04 1.277360e-03 1.244166e-03 9.051208e-04
[40,] 1.930186e-04 4.078134e-04 6.463544e-04 7.653535e-04 6.768931e-04
[41,] 5.163968e-05 1.301353e-04 2.504398e-04 3.604874e-04 3.875914e-04
[42,] 1.147525e-05 3.197181e-05 7.432412e-05 1.300073e-04 1.699291e-04
[43,] 2.697679e-06 6.189398e-06 1.691979e-05 3.590333e-05 5.704306e-05
[44,] 9.486768e-07 1.054700e-06 2.978071e-06 7.596381e-06 1.466200e-05
[45,] 4.358731e-07 2.219399e-07 4.225137e-07 1.234634e-06 2.886094e-06
[46,] 1.950645e-07 7.355444e-08 5.825529e-08 1.563937e-07 4.354526e-07
[47,] 8.852396e-08 2.922085e-08 1.184684e-08 1.667309e-08 5.060709e-08
[48,] 8.994480e-08 1.483280e-08 3.874212e-09 2.035220e-09 4.657247e-09
[49,] 2.336797e-07 2.329947e-08 2.499029e-09 4.816507e-10 3.944407e-10
[50,] 5.997259e-07 6.574554e-08 5.591041e-09 4.315713e-10 6.123946e-11

> 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  
    87.3688       0.8334  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7rqle1257273399.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] 154.4291 161.2484 168.0676 174.8868 181.7060 188.5252 195.3445 202.1637
 [9] 208.9829 215.8021 222.6213 229.4405 236.2598 243.0790 249.8982 256.7174
[17] 263.5366 270.3559 277.1751 283.9943 290.8135 297.6327 304.4520 311.2712
[25] 318.0904 324.9096 331.7288 338.5480 345.3673 352.1865 359.0057 365.8249
[33] 372.6441 379.4634 386.2826 393.1018 399.9210 406.7402 413.5595 420.3787
[41] 427.1979 434.0171 440.8363 447.6555 454.4748 461.2940 468.1132 474.9324
[49] 481.7516 488.5709

$yords
 [1]  57.88353  63.31685  68.75018  74.18350  79.61683  85.05016  90.48348
 [8]  95.91681 101.35013 106.78346 112.21678 117.65011 123.08343 128.51676
[15] 133.95008 139.38341 144.81673 150.25006 155.68339 161.11671 166.55004
[22] 171.98336 177.41669 182.85001 188.28334 193.71666 199.14999 204.58331
[29] 210.01664 215.44996 220.88329 226.31661 231.74994 237.18327 242.61659
[36] 248.04992 253.48324 258.91657 264.34989 269.78322 275.21654 280.64987
[43] 286.08319 291.51652 296.94984 302.38317 307.81650 313.24982 318.68315
[50] 324.11647

$zden
               [,1]          [,2]         [,3]         [,4]         [,5]
 [1,]  1.655818e-04  5.015777e-04 1.066428e-03 1.505196e-03 1.412809e-03
 [2,]  1.612474e-04  4.026595e-04 1.101186e-03 2.119756e-03 2.707750e-03
 [3,]  2.908345e-04  3.802890e-04 8.487749e-04 2.093673e-03 3.645476e-03
 [4,]  5.121007e-04  6.580546e-04 7.787496e-04 1.557889e-03 3.462648e-03
 [5,]  6.352700e-04  1.097790e-03 1.289013e-03 1.391141e-03 2.506944e-03
 [6,]  6.504727e-04  1.287855e-03 2.034538e-03 2.191716e-03 2.182653e-03
 [7,]  7.760002e-04  1.243179e-03 2.255273e-03 3.265086e-03 3.246503e-03
 [8,]  9.564797e-04  1.392558e-03 2.047024e-03 3.415860e-03 4.546394e-03
 [9,]  8.602651e-04  1.614545e-03 2.144023e-03 2.906901e-03 4.481574e-03
[10,]  4.940920e-04  1.368967e-03 2.333356e-03 2.833524e-03 3.564825e-03
[11,]  1.761191e-04  7.417426e-04 1.864169e-03 2.887540e-03 3.216903e-03
[12,]  3.875589e-05  2.494622e-04 9.527639e-04 2.172314e-03 3.060506e-03
[13,]  5.260042e-06  5.179681e-05 3.023298e-04 1.047145e-03 2.166355e-03
[14,]  4.402378e-07  6.633224e-06 5.923042e-05 3.134986e-04 9.847446e-04
[15,]  2.272056e-08  5.238339e-07 7.157088e-06 5.795125e-05 2.781444e-04
[16,]  7.230725e-10  2.550917e-08 5.333058e-07 6.607299e-06 4.851297e-05
[17,]  1.418976e-11  7.660017e-10 2.450471e-08 4.645519e-07 5.219002e-06
[18,]  1.717123e-13  1.418392e-11 6.943144e-10 2.014097e-08 3.462342e-07
[19,]  1.281430e-15  1.619659e-13 1.213163e-11 5.384932e-10 1.416469e-08
[20,]  5.909770e-18  1.142446e-15 1.308976e-13 8.888592e-12 3.577067e-10
[21,]  1.784636e-20  5.195842e-18 9.016143e-16 9.303770e-14 5.701628e-12
[22,]  9.181306e-23  3.260453e-20 7.286917e-18 1.013236e-15 8.658309e-14
[23,]  2.471823e-24  1.095155e-21 3.012290e-19 5.169132e-17 5.542281e-15
[24,]  6.630081e-26  4.127866e-23 1.604788e-20 3.854576e-18 5.744873e-16
[25,]  1.735013e-27  1.148280e-24 6.085148e-22 2.084029e-19 4.418542e-17
[26,]  1.262889e-28  4.491427e-26 1.877521e-23 7.914868e-21 2.358747e-18
[27,]  1.291694e-29  4.897626e-27 1.266233e-24 3.153604e-22 9.344417e-20
[28,]  8.924182e-31  5.018419e-28 1.690644e-25 3.576212e-23 5.811844e-21
[29,]  3.826410e-32  3.284997e-29 1.672702e-26 5.070123e-24 9.323968e-22
[30,]  1.012189e-33  1.329405e-30 1.034784e-27 4.775164e-25 1.308455e-22
[31,]  1.651130e-35  3.318237e-32 3.951804e-29 2.789140e-26 1.166822e-23
[32,]  1.660874e-37  5.107425e-34 9.307309e-31 1.005112e-27 6.432538e-25
[33,]  1.030204e-39  4.847626e-36 1.351731e-32 2.233660e-29 2.187311e-26
[34,]  3.940373e-42  2.837162e-38 1.210559e-34 3.060922e-31 4.586525e-28
[35,]  9.293628e-45  1.023936e-40 6.685203e-37 2.586552e-33 5.930516e-30
[36,]  1.351643e-47  2.278717e-43 2.276526e-39 1.347781e-35 4.728584e-32
[37,]  1.212192e-50  3.127090e-46 4.780384e-42 4.330618e-38 2.324886e-34
[38,]  6.703618e-54  2.646178e-49 6.189874e-45 8.580435e-41 7.048578e-37
[39,]  2.286007e-57  1.380792e-52 4.942326e-48 1.048333e-43 1.317746e-39
[40,]  4.807053e-61  4.442937e-56 2.433400e-51 7.898082e-47 1.519128e-42
[41,]  6.233161e-65  8.815367e-60 7.387954e-55 3.669210e-50 1.079905e-45
[42,]  4.983888e-69  1.078552e-63 1.383137e-58 1.051124e-53 4.733774e-49
[43,]  2.457311e-73  8.137177e-68 1.596755e-62 1.856809e-57 1.279561e-52
[44,]  7.471053e-78  3.785613e-72 1.136687e-66 2.022602e-61 2.132772e-56
[45,]  1.400666e-82  1.086000e-76 4.989703e-71 1.358578e-65 2.192092e-60
[46,]  1.619264e-87  1.921116e-81 1.350638e-75 5.627158e-70 1.389325e-64
[47,]  1.154334e-92  2.095599e-86 2.254415e-80 1.437223e-74 5.429744e-69
[48,]  5.074298e-98  1.409592e-91 2.320382e-85 2.263550e-79 1.308535e-73
[49,] 1.375468e-103  5.846673e-97 1.472703e-90 2.198295e-84 1.944562e-78
[50,] 2.299093e-109 1.495394e-102 5.763710e-96 1.316477e-89 1.781925e-83
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.709891e-04 3.440891e-04 8.522069e-05 1.312137e-05 1.270110e-06
 [2,] 2.300786e-03 1.287486e-03 4.648295e-04 1.067311e-04 1.567071e-05
 [3,] 4.212961e-03 3.244893e-03 1.657054e-03 5.545258e-04 1.217017e-04
 [4,] 5.450060e-03 5.704974e-03 4.003837e-03 1.892554e-03 6.057145e-04
 [5,] 5.016658e-03 7.140858e-03 6.803033e-03 4.410690e-03 1.990489e-03
 [6,] 3.573344e-03 6.438040e-03 8.313278e-03 7.296220e-03 4.497852e-03
 [7,] 3.036999e-03 4.577247e-03 7.440800e-03 8.787996e-03 7.276929e-03
 [8,] 4.211350e-03 3.796436e-03 5.363689e-03 7.913455e-03 8.683259e-03
 [9,] 5.508523e-03 4.822364e-03 4.329687e-03 5.849106e-03 7.913085e-03
[10,] 5.105468e-03 5.838108e-03 4.936991e-03 4.573449e-03 5.994363e-03
[11,] 3.784309e-03 5.076679e-03 5.474219e-03 4.614457e-03 4.524859e-03
[12,] 3.142098e-03 3.497358e-03 4.465882e-03 4.662810e-03 4.071629e-03
[13,] 2.779701e-03 2.650506e-03 2.857618e-03 3.598648e-03 3.815633e-03
[14,] 1.849124e-03 2.166427e-03 1.952190e-03 2.151054e-03 2.865669e-03
[15,] 7.924134e-04 1.351467e-03 1.455046e-03 1.295999e-03 1.631463e-03
[16,] 2.111494e-04 5.456853e-04 8.468752e-04 8.537917e-04 8.409200e-04
[17,] 3.474812e-05 1.371553e-04 3.217281e-04 4.571920e-04 4.574858e-04
[18,] 3.527201e-06 2.129591e-05 7.624965e-05 1.627506e-04 2.170118e-04
[19,] 2.208014e-07 2.039762e-06 1.117003e-05 3.633883e-05 7.158520e-05
[20,] 8.531199e-09 1.205855e-07 1.010380e-06 5.027241e-06 1.505760e-05
[21,] 2.073604e-10 4.474143e-09 5.728744e-08 4.362708e-07 2.006145e-06
[22,] 4.500222e-12 1.412671e-10 2.669556e-09 3.044560e-08 2.137401e-07
[23,] 3.701731e-13 1.531203e-11 3.901852e-10 6.125313e-09 6.005777e-08
[24,] 5.335278e-14 3.089273e-12 1.112030e-10 2.479686e-09 3.429025e-08
[25,] 5.794626e-15 4.725089e-13 2.403540e-11 7.625488e-10 1.506151e-08
[26,] 4.415806e-16 5.107099e-14 3.662001e-12 1.636362e-10 4.568803e-09
[27,] 2.337356e-17 3.843685e-15 3.924018e-13 2.477489e-11 9.725932e-10
[28,] 1.063914e-18 2.059711e-16 2.922222e-14 2.628416e-12 1.462751e-10
[29,] 1.142638e-19 1.270876e-17 1.674810e-15 1.958099e-13 1.537897e-11
[30,] 2.145955e-20 2.193131e-18 1.660065e-16 1.344271e-14 1.182323e-12
[31,] 2.895517e-21 4.277472e-19 3.828163e-17 2.253025e-15 1.146661e-13
[32,] 2.439883e-22 5.487146e-20 7.329601e-18 5.862567e-16 2.916172e-14
[33,] 1.269337e-23 4.365567e-21 8.900267e-19 1.076638e-16 7.759429e-15
[34,] 4.072690e-25 2.143132e-22 6.683515e-20 1.235387e-17 1.354218e-15
[35,] 8.058028e-27 6.488296e-24 3.096021e-21 8.754911e-19 1.467298e-16
[36,] 9.831220e-29 1.211291e-25 8.844198e-23 3.826764e-20 9.812535e-18
[37,] 7.396364e-31 1.394439e-27 1.557934e-24 1.031478e-21 4.047064e-19
[38,] 3.431297e-33 9.898740e-30 1.692271e-26 1.714434e-23 1.029295e-20
[39,] 9.815873e-36 4.333021e-32 1.133500e-28 1.757165e-25 1.614253e-22
[40,] 1.731537e-38 1.169591e-34 4.681716e-31 1.110545e-27 1.561119e-24
[41,] 1.883491e-41 1.946731e-37 1.192388e-33 4.328020e-30 9.309567e-27
[42,] 1.263356e-44 1.998060e-40 1.872668e-36 1.040094e-32 3.423368e-29
[43,] 5.225399e-48 1.264569e-43 1.813575e-39 1.541302e-35 7.762631e-32
[44,] 1.332733e-51 4.935223e-47 1.083029e-42 1.408421e-38 1.085412e-34
[45,] 2.096032e-55 1.187686e-50 3.988188e-46 7.936124e-42 9.358600e-38
[46,] 2.032746e-59 1.762492e-54 9.056110e-50 2.757496e-45 4.975742e-41
[47,] 1.215623e-63 1.612811e-58 1.268056e-53 5.908155e-49 1.631306e-44
[48,] 4.482759e-68 9.100602e-63 1.094878e-57 7.805836e-53 3.297945e-48
[49,] 1.019347e-72 3.166555e-67 5.829390e-62 6.359416e-57 4.111325e-52
[50,] 1.429322e-77 6.794153e-72 1.913868e-66 3.194819e-61 3.160468e-56
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.999263e-08 3.442903e-09 1.044497e-10 2.193772e-12 3.031200e-14
 [2,] 1.517623e-06 1.014655e-07 4.797190e-09 1.564256e-10 3.336036e-12
 [3,] 1.797166e-05 1.857609e-06 1.364542e-07 6.893796e-09 2.266523e-10
 [4,] 1.341713e-04 2.122871e-05 2.408716e-06 1.879237e-07 9.508910e-09
 [5,] 6.432009e-04 1.528572e-04 2.649530e-05 3.173980e-06 2.465095e-07
 [6,] 2.040661e-03 7.055151e-04 1.830789e-04 3.332801e-05 3.954363e-06
 [7,] 4.464415e-03 2.147808e-03 8.067157e-04 2.190432e-04 3.936378e-05
 [8,] 7.025905e-03 4.489561e-03 2.325852e-03 9.126670e-04 2.445372e-04
 [9,] 8.244736e-03 6.742172e-03 4.559593e-03 2.465807e-03 9.583196e-04
[10,] 7.530431e-03 7.607177e-03 6.380304e-03 4.477966e-03 2.416062e-03
[11,] 5.761345e-03 6.790754e-03 6.731333e-03 5.747546e-03 4.049559e-03
[12,] 4.217220e-03 5.132389e-03 5.700138e-03 5.553599e-03 4.742255e-03
[13,] 3.550928e-03 3.712690e-03 4.178133e-03 4.358557e-03 4.155321e-03
[14,] 3.270283e-03 3.191755e-03 3.099397e-03 3.078633e-03 2.985416e-03
[15,] 2.503163e-03 3.113127e-03 2.977556e-03 2.467856e-03 2.052569e-03
[16,] 1.398150e-03 2.488147e-03 3.171277e-03 2.780070e-03 1.881798e-03
[17,] 6.137745e-04 1.386642e-03 2.604858e-03 3.165913e-03 2.471042e-03
[18,] 2.549327e-04 5.562354e-04 1.462355e-03 2.627530e-03 2.918558e-03
[19,] 1.000398e-04 1.929365e-04 6.105881e-04 1.551131e-03 2.494335e-03
[20,] 3.014087e-05 6.639269e-05 2.401179e-04 7.921346e-04 1.724945e-03
[21,] 6.169370e-06 1.983498e-05 9.617792e-05 4.214256e-04 1.214501e-03
[22,] 1.023565e-06 4.912390e-06 3.287261e-05 2.016304e-04 8.193184e-04
[23,] 3.871890e-07 1.950017e-06 1.110841e-05 7.615181e-05 4.251301e-04
[24,] 2.984478e-07 1.715256e-06 7.448196e-06 3.288032e-05 1.747530e-04
[25,] 1.854893e-07 1.444161e-06 7.411502e-06 2.779601e-05 9.555732e-05
[26,] 7.975021e-08 8.727271e-07 6.069708e-06 2.787568e-05 9.198135e-05
[27,] 2.386036e-08 3.670408e-07 3.557750e-06 2.204855e-05 9.064121e-05
[28,] 5.048396e-09 1.087434e-07 1.470868e-06 1.258969e-05 6.933123e-05
[29,] 7.539382e-10 2.289241e-08 4.329352e-07 5.141320e-06 3.875574e-05
[30,] 7.909467e-11 3.398976e-09 9.076059e-08 1.507101e-06 1.569966e-05
[31,] 6.728642e-12 3.629049e-10 1.347626e-08 3.153547e-07 4.593996e-06
[32,] 1.052268e-12 3.859093e-11 1.530520e-09 4.755510e-08 9.657418e-07
[33,] 3.393392e-13 9.740461e-12 2.347858e-10 6.228759e-09 1.527502e-07
[34,] 8.823558e-14 3.450190e-12 8.430953e-11 1.492739e-09 2.579481e-08
[35,] 1.457962e-14 8.600563e-13 3.028482e-11 6.508636e-10 9.291502e-09
[36,] 1.491166e-15 1.343278e-13 7.178976e-12 2.283773e-10 4.381208e-09
[37,] 9.409952e-17 1.296654e-14 1.059026e-12 5.129491e-11 1.476506e-09
[38,] 3.662021e-18 7.720994e-16 9.647219e-14 7.144164e-12 3.136735e-10
[39,] 8.788040e-20 2.835180e-17 5.420425e-15 6.141304e-13 4.123745e-11
[40,] 1.300458e-21 6.419846e-19 1.878082e-16 3.255900e-14 3.345038e-12
[41,] 1.186671e-23 8.963939e-21 4.012627e-18 1.064446e-15 1.673350e-13
[42,] 6.677202e-26 7.717984e-23 5.286570e-20 2.145897e-17 5.161920e-15
[43,] 2.316809e-28 4.097699e-25 4.294874e-22 2.667629e-19 9.819024e-17
[44,] 4.956968e-31 1.341549e-27 2.151579e-24 2.044902e-21 1.151744e-18
[45,] 6.539925e-34 2.708343e-30 6.646526e-27 9.666080e-24 8.330561e-21
[46,] 5.320593e-37 3.371565e-33 1.266085e-29 2.817467e-26 3.715551e-23
[47,] 2.669180e-40 2.588153e-36 1.487173e-32 5.064048e-29 1.021887e-25
[48,] 8.257076e-44 1.225121e-39 1.077186e-35 5.612642e-32 1.733057e-28
[49,] 1.575089e-47 3.576005e-43 4.811166e-39 3.835900e-35 1.812397e-31
[50,] 1.852742e-51 6.436481e-47 1.325077e-42 1.616584e-38 1.168759e-34
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[31,] 1.573720e-02 1.270622e-02 9.896944e-03 8.431559e-03 6.654907e-03
[32,] 1.380069e-02 1.281315e-02 9.757085e-03 7.187477e-03 5.856854e-03
[33,] 1.008683e-02 1.117149e-02 9.629479e-03 6.776867e-03 4.660287e-03
[34,] 6.956056e-03 8.448897e-03 8.601956e-03 6.704958e-03 4.251377e-03
[35,] 6.395947e-03 6.220797e-03 7.042373e-03 6.451053e-03 4.419648e-03
[36,] 8.047910e-03 5.895250e-03 5.768080e-03 6.012857e-03 4.895503e-03
[37,] 9.232376e-03 7.172773e-03 5.799848e-03 5.643882e-03 5.368965e-03
[38,] 8.598385e-03 8.007917e-03 6.934444e-03 6.142597e-03 5.749988e-03
[39,] 7.378878e-03 7.546504e-03 7.555939e-03 7.295595e-03 6.669599e-03
[40,] 6.695742e-03 6.797223e-03 7.122560e-03 7.695888e-03 7.795324e-03
[41,] 6.542973e-03 6.585201e-03 6.514252e-03 7.082208e-03 7.879158e-03
[42,] 6.576962e-03 6.820861e-03 6.411444e-03 6.349794e-03 7.010881e-03
[43,] 6.372797e-03 6.910874e-03 6.643055e-03 6.047642e-03 6.114584e-03
[44,] 5.474724e-03 6.326189e-03 6.487460e-03 5.928160e-03 5.486350e-03
[45,] 3.814789e-03 4.932197e-03 5.520525e-03 5.372242e-03 4.855930e-03
[46,] 2.214298e-03 3.072145e-03 3.921435e-03 4.192691e-03 3.931781e-03
[47,] 1.571737e-03 1.583705e-03 2.207747e-03 2.717833e-03 2.766061e-03
[48,] 1.609058e-03 1.016010e-03 1.016432e-03 1.394189e-03 1.631854e-03
[49,] 1.413139e-03 9.793400e-04 5.773151e-04 5.773886e-04 7.659816e-04
[50,] 8.139231e-04 8.146024e-04 5.132258e-04 2.869013e-04 2.872152e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.462874e-76 1.291414e-81 6.755980e-87 2.094482e-92 3.847935e-98
 [2,] 4.046747e-71 5.466444e-76 4.375908e-81 2.075854e-86 5.835636e-92
 [3,] 6.902971e-66 1.426840e-70 1.747748e-75 1.268667e-80 5.457320e-86
 [4,] 7.261005e-61 2.296552e-65 4.304475e-70 4.781117e-75 3.147034e-80
 [5,] 4.709777e-56 2.279400e-60 6.537404e-65 1.111105e-69 1.119098e-74
 [6,] 1.883744e-51 1.395027e-55 6.122202e-60 1.592201e-64 2.453868e-69
 [7,] 4.645949e-47 5.264720e-51 3.535417e-55 1.406926e-59 3.317912e-64
 [8,] 7.065739e-43 1.225177e-46 1.258939e-50 7.666115e-55 2.766364e-59
 [9,] 6.626382e-39 1.758160e-42 2.764423e-46 2.575822e-50 1.422298e-54
[10,] 3.831959e-35 1.555761e-38 3.743084e-42 5.336804e-46 4.509165e-50
[11,] 1.366457e-31 8.489038e-35 3.125255e-38 6.818319e-42 8.815209e-46
[12,] 3.004735e-28 2.856335e-31 1.609076e-34 5.371667e-38 1.062686e-41
[13,] 4.074202e-25 5.926330e-28 5.108503e-31 2.609555e-34 7.899554e-38
[14,] 3.406510e-22 7.582166e-25 1.000095e-27 7.817259e-31 3.621021e-34
[15,] 1.756349e-19 5.981844e-22 1.207324e-24 1.444034e-27 1.023516e-30
[16,] 5.583922e-17 2.910073e-19 8.987374e-22 1.644852e-24 1.783956e-27
[17,] 1.094712e-14 8.729810e-17 4.125478e-19 1.155337e-21 1.917372e-24
[18,] 1.323395e-12 1.614860e-14 1.167736e-16 5.004022e-19 1.270742e-21
[19,] 9.865321e-11 1.842031e-12 2.038202e-14 1.336479e-16 5.193270e-19
[20,] 4.534855e-09 1.295655e-10 2.193715e-12 2.201079e-14 1.308744e-16
[21,] 1.285420e-07 5.619680e-09 1.455937e-10 2.235312e-12 2.033751e-14
[22,] 2.246770e-06 1.503022e-07 5.958495e-09 1.399822e-10 1.948825e-12
[23,] 2.421608e-05 2.478844e-06 1.503699e-07 5.405517e-09 1.151537e-10
[24,] 1.609495e-04 2.520956e-05 2.340000e-06 1.287160e-07 4.195788e-09
[25,] 6.597377e-04 1.580957e-04 2.245446e-05 1.889986e-06 9.427138e-08
[26,] 1.669294e-03 6.114523e-04 1.328702e-04 1.711261e-05 1.306101e-06
[27,] 2.623523e-03 1.459631e-03 4.848828e-04 9.554586e-05 1.115849e-05
[28,] 2.675077e-03 2.163201e-03 1.092119e-03 3.289978e-04 5.878598e-05
[29,] 2.261893e-03 2.074832e-03 1.526969e-03 6.992214e-04 1.910032e-04
[30,] 2.709017e-03 1.636736e-03 1.381574e-03 9.228689e-04 3.831478e-04
[31,] 3.948150e-03 1.823510e-03 1.029661e-03 7.910306e-04 4.784428e-04
[32,] 4.423632e-03 2.492802e-03 1.087486e-03 5.696029e-04 3.954811e-04
[33,] 3.618433e-03 2.612209e-03 1.402847e-03 5.934506e-04 3.019355e-04
[34,] 2.685878e-03 1.980994e-03 1.375547e-03 7.367473e-04 3.580886e-04
[35,] 2.441417e-03 1.380736e-03 9.669614e-04 6.814881e-04 4.575658e-04
[36,] 2.889447e-03 1.336648e-03 6.472830e-04 4.456070e-04 4.120094e-04
[37,] 3.911291e-03 1.998563e-03 7.545595e-04 2.986673e-04 2.524181e-04
[38,] 4.998415e-03 3.329089e-03 1.516648e-03 4.764985e-04 1.654824e-04
[39,] 5.853507e-03 4.700982e-03 2.916794e-03 1.217941e-03 3.368438e-04
[40,] 6.937941e-03 5.675268e-03 4.261651e-03 2.478921e-03 9.582509e-04
[41,] 7.832682e-03 6.578396e-03 5.040838e-03 3.565085e-03 1.939235e-03
[42,] 7.570369e-03 7.066600e-03 5.531163e-03 3.996336e-03 2.667800e-03
[43,] 6.597917e-03 6.583641e-03 5.610499e-03 4.069157e-03 2.783567e-03
[44,] 5.700659e-03 5.779562e-03 5.125208e-03 3.896360e-03 2.603587e-03
[45,] 4.799892e-03 5.081290e-03 4.685652e-03 3.577966e-03 2.369127e-03
[46,] 3.711770e-03 4.051185e-03 4.271226e-03 3.506388e-03 2.254404e-03
[47,] 2.577525e-03 2.702774e-03 3.257456e-03 3.322241e-03 2.405161e-03
[48,] 1.592228e-03 1.550128e-03 1.892451e-03 2.435157e-03 2.340804e-03
[49,] 8.471675e-04 8.091773e-04 8.799963e-04 1.259523e-03 1.647761e-03
[50,] 3.640053e-04 3.809794e-04 3.708643e-04 4.806227e-04 7.759812e-04
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 4.189335e-104 2.702869e-110 1.033412e-116 2.341435e-123 3.143804e-130
 [2,]  9.721781e-98 9.597676e-104 5.615064e-110 1.946722e-116 3.999608e-123
 [3,]  1.391161e-91  2.101542e-97 1.881338e-103 9.980593e-110 3.137692e-116
 [4,]  1.227551e-85  2.837531e-91  3.886956e-97 3.155292e-103 1.517868e-109
 [5,]  6.679549e-80  2.362593e-85  4.952206e-91  6.151336e-97 4.527981e-103
 [6,]  2.241147e-74  1.212977e-79  3.890474e-85  7.394582e-91  8.328928e-97
 [7,]  4.636865e-69  3.840139e-74  1.884678e-79  5.481363e-85  9.447228e-91
 [8,]  5.915741e-64  7.496732e-69  5.629923e-74  2.505499e-79  6.607702e-85
 [9,]  4.654048e-59  9.024731e-64  1.037063e-68  7.062160e-74  2.849931e-79
[10,]  2.257755e-54  6.699164e-59  1.177963e-63  1.227452e-68  7.579518e-74
[11,]  6.753884e-50  3.066463e-54  8.250668e-59  1.315534e-63  1.243024e-68
[12,]  1.245852e-45  8.655479e-50  3.563551e-54  8.694341e-59  1.257056e-63
[13,]  1.417113e-41  1.506501e-45  9.490773e-50  3.543199e-54  7.838879e-59
[14,]  9.939696e-38  1.616883e-41  1.558658e-45  8.904002e-50  3.014283e-54
[15,]  4.299096e-34  1.070097e-37  1.578469e-41  1.379783e-45  7.147435e-50
[16,]  1.146587e-30  4.367103e-34  9.857040e-38  1.318444e-41  1.045061e-45
[17,]  1.885688e-27  1.098997e-30  3.795684e-34  7.768654e-38  9.422496e-42
[18,]  1.912322e-24  1.705408e-27  9.012846e-31  2.822657e-34  5.238640e-38
[19,]  1.195873e-21  1.631896e-24  1.319674e-27  6.324164e-31  1.795991e-34
[20,]  4.611468e-19  9.629136e-22  1.191521e-24  8.737330e-28  3.796821e-31
[21,]  1.096535e-16  3.503572e-19  6.633849e-22  7.443599e-25  4.949539e-28
[22,]  1.607822e-14  7.860802e-17  2.277518e-19  3.910386e-22  3.978707e-25
[23,]  1.453728e-12  1.087558e-14  4.821562e-17  1.266736e-19  1.972190e-22
[24,]  8.105118e-11  9.278315e-13  6.294260e-15  2.530366e-17  6.028184e-20
[25,]  2.786545e-09  4.881084e-11  5.066782e-13  3.116817e-15  1.136200e-17
[26,]  5.907494e-08  1.583412e-09  2.515070e-11  2.367390e-13  1.320546e-15
[27,]  7.722740e-07  3.167395e-08  7.698370e-10  1.108814e-11  9.464183e-14
[28,]  6.225471e-06  3.906989e-07  1.453043e-08  3.202424e-10  4.182572e-12
[29,]  3.094724e-05  2.971816e-06  1.691202e-07  5.703405e-09  1.139825e-10
[30,]  9.489707e-05  1.394157e-05  1.213943e-06  6.264143e-08  1.915555e-09
[31,]  1.799568e-04  4.039448e-05  5.379220e-06  4.246055e-07  1.986368e-08
[32,]  2.155129e-04  7.316963e-05  1.484382e-05  1.787969e-06  1.277332e-07
[33,]  1.899215e-04  9.131506e-05  2.741421e-05  4.942939e-06  5.314998e-07
[34,]  2.161034e-04  1.263511e-04  5.074989e-05  1.260664e-05  1.897504e-06
[35,]  3.671311e-04  2.891394e-04  1.584718e-04  5.353031e-05  1.087359e-05
[36,]  5.079883e-04  6.096881e-04  5.015744e-04  2.521741e-04  7.565503e-05
[37,]  4.546846e-04  8.451423e-04  1.065622e-03  8.175875e-04  3.736303e-04
[38,]  2.615232e-04  7.291949e-04  1.410637e-03  1.656728e-03  1.158064e-03
[39,]  1.385785e-04  3.931729e-04  1.153298e-03  2.073389e-03  2.217852e-03
[40,]  2.470501e-04  1.607435e-04  5.842084e-04  1.600537e-03  2.619782e-03
[41,]  6.932841e-04  1.768686e-04  2.005915e-04  7.633224e-04  1.908344e-03
[42,]  1.349906e-03  4.452121e-04  1.228182e-04  2.341132e-04  8.578826e-04
[43,]  1.751999e-03  8.206032e-04  2.499626e-04  8.513229e-05  2.422467e-04
[44,]  1.687909e-03  9.988711e-04  4.314447e-04  1.224521e-04  6.002814e-05
[45,]  1.445578e-03  8.864389e-04  4.914801e-04  1.952738e-04  5.285814e-05
[46,]  1.267145e-03  6.963674e-04  4.020032e-04  2.080310e-04  7.594104e-05
[47,]  1.288980e-03  6.002145e-04  2.913890e-04  1.571735e-04  7.561653e-05
[48,]  1.494125e-03  6.692288e-04  2.536170e-04  1.061452e-04  5.293191e-05
[49,]  1.466007e-03  8.288042e-04  3.139048e-04  9.615700e-05  3.376308e-05
[50,]  9.876042e-04  8.046222e-04  4.052515e-04  1.317883e-04  3.279621e-05
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 2.501483e-137 1.179492e-144 3.295841e-152 5.457606e-160 5.355409e-168
 [2,] 4.869673e-130 3.513483e-137 1.502274e-144 3.806496e-152 5.715528e-160
 [3,] 5.845651e-123 6.453739e-130 4.222436e-137 1.637116e-144 3.761411e-152
 [4,] 4.327098e-116 7.309971e-123 7.318255e-130 4.341743e-137 1.526427e-144
 [5,] 1.975186e-109 5.105850e-116 7.821690e-123 7.100647e-130 3.819889e-137
 [6,] 5.559463e-103 2.199041e-109 5.154732e-116 7.160504e-123 5.894363e-130
 [7,]  9.649135e-97 5.840220e-103 2.094799e-109 4.452665e-116 5.608592e-123
 [8,]  1.032701e-90  9.564361e-97 5.249395e-103 1.707369e-109 3.290800e-116
 [9,]  6.815521e-85  9.658753e-91  8.111755e-97 4.037135e-103 1.190661e-109
[10,]  2.773617e-79  6.014631e-85  7.729351e-91  5.886291e-97 2.656422e-103
[11,]  6.960249e-74  2.309552e-79  4.541528e-85  5.292257e-91  3.654574e-97
[12,]  1.077061e-68  5.468699e-74  1.645503e-79  2.934122e-85  3.100378e-91
[13,]  1.027732e-63  7.984798e-69  3.676368e-74  1.003087e-79  1.621868e-85
[14,]  6.047141e-59  7.189102e-64  5.064888e-69  2.114607e-74  5.231753e-80
[15,]  2.194102e-54  3.991371e-59  4.302865e-64  2.748895e-69  1.040678e-74
[16,]  4.908946e-50  1.366451e-54  2.254083e-59  2.203487e-64  1.276466e-69
[17,]  6.772564e-46  2.884692e-50  7.281414e-55  1.089172e-59  9.654636e-65
[18,]  5.761638e-42  3.755197e-46  1.450405e-50  3.319789e-55  4.502877e-60
[19,]  3.022539e-38  3.014389e-42  1.781542e-46  6.239613e-51  1.295024e-55
[20,]  9.777511e-35  1.492094e-38  1.349377e-42  7.231616e-47  2.296657e-51
[21,]  1.950353e-31  4.554299e-35  6.302299e-39  5.168221e-43  2.511554e-47
[22,]  2.399002e-28  8.571950e-32  1.815087e-35  2.277613e-39  1.693643e-43
[23,]  1.819608e-25  9.948721e-29  3.223483e-32  6.189394e-36  7.042560e-40
[24,]  8.510515e-23  7.120097e-26  3.530078e-29  1.037164e-32  1.805803e-36
[25,]  2.454508e-20  3.142210e-23  2.383822e-26  1.071710e-29  2.855228e-33
[26,]  4.365195e-18  8.550959e-21  9.926449e-24  6.828694e-27  2.783824e-30
[27,]  4.787110e-16  1.434912e-18  2.548851e-21  2.683049e-24  1.673683e-27
[28,]  3.237233e-14  1.484794e-16  4.035764e-19  6.500549e-22  6.204906e-25
[29,]  1.349920e-12  9.474142e-15  3.940391e-17  9.711884e-20  1.418498e-22
[30,]  3.471334e-11  3.727884e-13  2.372451e-15  8.947425e-18  1.999683e-20
[31,]  5.507147e-10  9.048495e-12  8.810653e-14  5.084125e-16  1.738580e-18
[32,]  5.410691e-09  1.358757e-10  2.022702e-12  1.784800e-14  9.334410e-17
[33,]  3.401544e-08  1.294352e-09  2.926242e-11  3.928220e-13  3.129747e-15
[34,]  1.722881e-07  9.417059e-09  3.092705e-10  6.090859e-12  7.179720e-14
[35,]  1.324055e-06  9.674626e-08  4.249311e-09  1.123851e-10  1.792323e-12
[36,]  1.348686e-05  1.428075e-06  8.985698e-08  3.362273e-09  7.488697e-11
[37,]  1.012983e-04  1.628217e-05  1.551475e-06  8.764586e-08  2.935814e-09
[38,]  4.801058e-04  1.179734e-04  1.718006e-05  1.482700e-06  7.583595e-08
[39,]  1.406869e-03  5.289290e-04  1.178469e-04  1.555993e-05  1.217491e-06
[40,]  2.542914e-03  1.462893e-03  4.987319e-04  1.007600e-04  1.206354e-05
[41,]  2.834365e-03  2.495040e-03  1.301584e-03  4.023766e-04  7.371541e-05
[42,]  1.948133e-03  2.624071e-03  2.094646e-03  9.908584e-04  2.777649e-04
[43,]  8.259674e-04  1.701795e-03  2.078644e-03  1.504601e-03  6.453980e-04
[44,]  2.177001e-04  6.806678e-04  1.271983e-03  1.408841e-03  9.247161e-04
[45,]  4.206581e-05  1.684750e-04  4.800007e-04  8.134550e-04  8.169959e-04
[46,]  2.061609e-05  2.785752e-05  1.118685e-04  2.896331e-04  4.451046e-04
[47,]  2.538092e-05  7.583743e-06  1.666556e-05  6.363392e-05  1.495341e-04
[48,]  2.358115e-05  7.309678e-06  2.761909e-06  8.759364e-06  3.098694e-05
[49,]  1.534893e-05  6.306384e-06  1.826871e-06  1.016584e-06  3.987375e-06
[50,]  9.412355e-06  3.832272e-06  1.446286e-06  4.023735e-07  3.682071e-07

> 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  
    -2.3021       0.5625  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/13jof1257273399.ps tmp/13jof1257273399.png")
> system("convert tmp/2j5ye1257273399.ps tmp/2j5ye1257273399.png")
> system("convert tmp/3chxb1257273399.ps tmp/3chxb1257273399.png")
> system("convert tmp/4ghvd1257273399.ps tmp/4ghvd1257273399.png")
> system("convert tmp/5n6bo1257273399.ps tmp/5n6bo1257273399.png")
> system("convert tmp/6guu01257273399.ps tmp/6guu01257273399.png")
> system("convert tmp/7rqle1257273399.ps tmp/7rqle1257273399.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.110   1.970   3.734