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(527070,509846,514258,516922,507561,492622,490243,469357,477580,528379,533590,517945,506174)
> y <- c(31/10/2007,30/11/2007,31/12/2007,31/01/2008,29/02/2008,31/03/2008,30/04/2008,31/05/2008,30/06/2008,31/07/2008,31/08/2008,30/09/2008,31/10/2008)
> x <- c(114971,105531,104919,104782,101281,94545,93248,84031,87486,115867,120327,117008,108811)
> 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/1vy0u1226503824.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/27rv81226503824.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/3scjd1226503824.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/4a20j1226503824.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/5g5zr1226503824.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  
  9.908e-03   -5.925e-08  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6k96t1226503824.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] 0.0001795189 0.0005135265 0.0008475341 0.0011815416 0.0015155492
 [6] 0.0018495568 0.0021835643 0.0025175719 0.0028515795 0.0031855870
[11] 0.0035195946 0.0038536022 0.0041876097 0.0045216173 0.0048556249
[16] 0.0051896324 0.0055236400 0.0058576476 0.0061916551 0.0065256627
[21] 0.0068596703 0.0071936778 0.0075276854 0.0078616930 0.0081957005
[26] 0.0085297081 0.0088637157 0.0091977232 0.0095317308 0.0098657384
[31] 0.0101997459 0.0105337535 0.0108677611 0.0112017686 0.0115357762
[36] 0.0118697837 0.0122037913 0.0125377989 0.0128718064 0.0132058140
[41] 0.0135398216 0.0138738291 0.0142078367 0.0145418443 0.0148758518
[46] 0.0152098594 0.0155438670 0.0158778745 0.0162118821 0.0165458897

$yords
 [1] 450845.6 452912.0 454978.5 457044.9 459111.4 461177.8 463244.3 465310.7
 [9] 467377.2 469443.6 471510.0 473576.5 475642.9 477709.4 479775.8 481842.3
[17] 483908.7 485975.2 488041.6 490108.1 492174.5 494240.9 496307.4 498373.8
[25] 500440.3 502506.7 504573.2 506639.6 508706.1 510772.5 512838.9 514905.4
[33] 516971.8 519038.3 521104.7 523171.2 525237.6 527304.1 529370.5 531437.0
[41] 533503.4 535569.8 537636.3 539702.7 541769.2 543835.6 545902.1 547968.5
[49] 550035.0 552101.4

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.493439e-05 4.931851e-05 6.804165e-05 9.188481e-05 1.217437e-04
 [2,] 1.399923e-04 1.956417e-04 2.668677e-04 3.556028e-04 4.634753e-04
 [3,] 4.690548e-04 6.490168e-04 8.761161e-04 1.154273e-03 1.485167e-03
 [4,] 1.317966e-03 1.804817e-03 2.410965e-03 3.142328e-03 3.997106e-03
 [5,] 3.114402e-03 4.218972e-03 5.575358e-03 7.188072e-03 9.042544e-03
 [6,] 6.199624e-03 8.307356e-03 1.085888e-02 1.384751e-02 1.722951e-02
 [7,] 1.039549e-02 1.378540e-02 1.783079e-02 2.249874e-02 2.769785e-02
 [8,] 1.465530e-02 1.925382e-02 2.466852e-02 3.082915e-02 3.758961e-02
 [9,] 1.731450e-02 2.257166e-02 2.869197e-02 3.557352e-02 4.303332e-02
[10,] 1.707826e-02 2.213413e-02 2.797243e-02 3.448470e-02 4.149164e-02
[11,] 1.401546e-02 1.809927e-02 2.279832e-02 2.802818e-02 3.365505e-02
[12,] 9.551878e-03 1.232525e-02 1.552639e-02 1.911223e-02 2.301421e-02
[13,] 5.417658e-03 7.016008e-03 8.887583e-03 1.102862e-02 1.342883e-02
[14,] 2.590979e-03 3.398368e-03 4.378304e-03 5.553178e-03 6.950454e-03
[15,] 1.091072e-03 1.479575e-03 1.985917e-03 2.644697e-03 3.501001e-03
[16,] 4.499061e-04 6.530941e-04 9.445037e-04 1.360356e-03 1.948517e-03
[17,] 2.094740e-04 3.312573e-04 5.191224e-04 8.037987e-04 1.226102e-03
[18,] 1.114703e-04 1.867321e-04 3.067946e-04 4.933925e-04 7.754903e-04
[19,] 5.913797e-05 1.015162e-04 1.699891e-04 2.774848e-04 4.413616e-04
[20,] 2.804233e-05 4.867570e-05 8.233006e-05 1.356986e-04 2.179885e-04
[21,] 1.164096e-05 2.051279e-05 3.529532e-05 5.933923e-05 9.754659e-05
[22,] 4.547695e-06 8.311338e-06 1.490334e-05 2.623835e-05 4.538147e-05
[23,] 1.959572e-06 3.809719e-06 7.277776e-06 1.365390e-05 2.514060e-05
[24,] 1.008155e-06 2.065957e-06 4.140709e-06 8.110350e-06 1.551302e-05
[25,] 5.442356e-07 1.142193e-06 2.335707e-06 4.652293e-06 9.023049e-06
[26,] 2.651554e-07 5.605615e-07 1.153027e-06 2.307271e-06 4.491165e-06
[27,] 1.087285e-07 2.302036e-07 4.740020e-07 9.491443e-07 1.848229e-06
[28,] 3.667466e-08 7.762970e-08 1.597841e-07 3.197997e-07 6.223824e-07
[29,] 1.010789e-08 2.137971e-08 4.397149e-08 8.793602e-08 1.709964e-07
[30,] 2.271984e-09 4.801380e-09 9.866218e-09 1.971324e-08 3.829895e-08
[31,] 4.162659e-10 8.788899e-10 1.804350e-09 3.601875e-09 6.991290e-09
[32,] 6.215751e-11 1.311159e-10 2.689302e-10 5.363459e-10 1.040090e-09
[33,] 7.564148e-12 1.594114e-11 3.266640e-11 6.508853e-11 1.261038e-10
[34,] 7.514207e-13 1.582548e-12 3.240946e-12 6.454018e-12 1.249784e-11
[35,] 7.642914e-14 1.661471e-13 3.526051e-13 7.307753e-13 1.479477e-12
[36,] 1.644868e-13 4.002297e-13 9.473455e-13 2.181240e-12 4.885053e-12
[37,] 1.328757e-12 3.241012e-12 7.686653e-12 1.772627e-11 3.974831e-11
[38,] 8.962449e-12 2.184076e-11 5.175223e-11 1.192375e-10 2.671263e-10
[39,] 4.927299e-11 1.199627e-10 2.839907e-10 6.537085e-10 1.463135e-09
[40,] 2.207614e-10 5.369786e-10 1.270022e-09 2.920704e-09 6.531068e-09
[41,] 8.060643e-10 1.958845e-09 4.628608e-09 1.063465e-08 2.375835e-08
[42,] 2.398547e-09 5.823377e-09 1.374744e-08 3.155665e-08 7.043368e-08
[43,] 5.816459e-09 1.410853e-08 3.327552e-08 7.631158e-08 1.701674e-07
[44,] 1.149479e-08 2.785612e-08 6.563873e-08 1.503911e-07 3.350459e-07
[45,] 1.851295e-08 4.482202e-08 1.055182e-07 2.415381e-07 5.376062e-07
[46,] 2.429865e-08 5.877521e-08 1.382377e-07 3.161413e-07 7.030014e-07
[47,] 2.599085e-08 6.281003e-08 1.475903e-07 3.372165e-07 7.491695e-07
[48,] 2.265640e-08 5.470106e-08 1.284165e-07 2.931354e-07 6.506329e-07
[49,] 1.609509e-08 3.882349e-08 9.105757e-08 2.076633e-07 4.604939e-07
[50,] 9.318107e-09 2.245563e-08 5.261907e-08 1.198901e-07 2.656096e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.588016e-04 2.048692e-04 2.629564e-04 3.381321e-04 4.386948e-04
 [2,] 5.920012e-04 7.431623e-04 9.205301e-04 1.131061e-03 1.387614e-03
 [3,] 1.868121e-03 2.300804e-03 2.781095e-03 3.310380e-03 3.898344e-03
 [4,] 4.964681e-03 6.026154e-03 7.157164e-03 8.333468e-03 9.539353e-03
 [5,] 1.110236e-02 1.330953e-02 1.558891e-02 1.785738e-02 2.003768e-02
 [6,] 2.091978e-02 2.479282e-02 2.869028e-02 3.243566e-02 3.585570e-02
 [7,] 3.327418e-02 3.901500e-02 4.466178e-02 4.993228e-02 5.455026e-02
 [8,] 4.472672e-02 5.194921e-02 5.891727e-02 6.527188e-02 7.067065e-02
 [9,] 5.081071e-02 5.858154e-02 6.598286e-02 7.264532e-02 7.822937e-02
[10,] 4.875034e-02 5.597084e-02 6.284074e-02 6.905428e-02 7.434153e-02
[11,] 3.950403e-02 4.537366e-02 5.105497e-02 5.635149e-02 6.109645e-02
[12,] 2.714494e-02 3.140786e-02 3.570797e-02 3.996096e-02 4.409813e-02
[13,] 1.607557e-02 1.895839e-02 2.207240e-02 2.541865e-02 2.900001e-02
[14,] 8.604919e-03 1.055982e-02 1.286565e-02 1.557533e-02 1.873512e-02
[15,] 4.611679e-03 6.044886e-03 7.876848e-03 1.018496e-02 1.303684e-02
[16,] 2.769385e-03 3.894988e-03 5.405405e-03 7.381788e-03 9.895709e-03
[17,] 1.837620e-03 2.699904e-03 3.881473e-03 5.452046e-03 7.473809e-03
[18,] 1.189812e-03 1.780360e-03 2.596439e-03 3.688820e-03 5.103867e-03
[19,] 6.838561e-04 1.032014e-03 1.516845e-03 2.171498e-03 3.028348e-03
[20,] 3.413907e-04 5.214234e-04 7.770593e-04 1.130545e-03 1.606851e-03
[21,] 1.569179e-04 2.472218e-04 3.817884e-04 5.784078e-04 8.602790e-04
[22,] 7.714016e-05 1.288903e-04 2.116776e-04 3.416048e-04 5.414493e-04
[23,] 4.539584e-05 8.031728e-05 1.391161e-04 2.356954e-04 3.902834e-04
[24,] 2.895744e-05 5.272040e-05 9.356916e-05 1.618209e-04 2.725995e-04
[25,] 1.703604e-05 3.130558e-05 5.598052e-05 9.739845e-05 1.648602e-04
[26,] 8.503314e-06 1.565881e-05 2.804451e-05 4.884698e-05 8.273959e-05
[27,] 3.499796e-06 6.444431e-06 1.153918e-05 2.009135e-05 3.401594e-05
[28,] 1.177795e-06 2.167271e-06 3.877799e-06 6.746601e-06 1.141329e-05
[29,] 3.233195e-07 5.944302e-07 1.062657e-06 1.847177e-06 3.122099e-06
[30,] 7.234996e-08 1.328960e-07 2.373598e-07 4.122155e-07 6.960863e-07
[31,] 1.319496e-08 2.421475e-08 4.320894e-08 7.497020e-08 1.264809e-07
[32,] 1.961186e-09 3.595737e-09 6.410301e-09 1.111195e-08 1.872938e-08
[33,] 2.375604e-10 4.351524e-10 7.750510e-10 1.342273e-09 2.260336e-09
[34,] 2.353375e-11 4.309267e-11 7.673212e-11 1.328676e-10 2.237363e-10
[35,] 2.926733e-12 5.658653e-12 1.069511e-11 1.976348e-11 3.570982e-11
[36,] 1.064112e-11 2.254436e-11 4.645235e-11 9.308540e-11 1.814053e-10
[37,] 8.666489e-11 1.837337e-10 3.787540e-10 7.591833e-10 1.479649e-09
[38,] 5.818926e-10 1.232507e-09 2.538389e-09 5.083318e-09 9.898255e-09
[39,] 3.184250e-09 6.738295e-09 1.386485e-08 2.773964e-08 5.396454e-08
[40,] 1.420049e-08 3.002220e-08 6.171690e-08 1.233633e-07 2.397674e-07
[41,] 5.160974e-08 1.090103e-07 2.238852e-07 4.470989e-07 8.681686e-07
[42,] 1.528594e-07 3.225702e-07 6.618788e-07 1.320545e-06 2.561828e-06
[43,] 3.689643e-07 7.778804e-07 1.594643e-06 3.178591e-06 6.160668e-06
[44,] 7.257863e-07 1.528740e-06 3.130982e-06 6.235167e-06 1.207362e-05
[45,] 1.163497e-06 2.448422e-06 5.009907e-06 9.967667e-06 1.928322e-05
[46,] 1.520034e-06 3.195737e-06 6.532971e-06 1.298587e-05 2.509882e-05
[47,] 1.618355e-06 3.399286e-06 6.942626e-06 1.378734e-05 2.662313e-05
[48,] 1.404190e-06 2.946703e-06 6.012690e-06 1.192949e-05 2.301425e-05
[49,] 9.929109e-07 2.081694e-06 4.243712e-06 8.411921e-06 1.621312e-05
[50,] 5.721719e-07 1.198477e-06 2.440927e-06 4.833932e-06 9.308257e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.776267e-04 7.742166e-04 1.055634e-03 1.458121e-03 2.027365e-03
 [2,] 1.712110e-03 2.139047e-03 2.718898e-03 3.520650e-03 4.632589e-03
 [3,] 4.569068e-03 5.367825e-03 6.367602e-03 7.673983e-03 9.426790e-03
 [4,] 1.077837e-02 1.208529e-02 1.353745e-02 1.526328e-02 1.744553e-02
 [5,] 2.207594e-02 2.396078e-02 2.574113e-02 2.753948e-02 2.955710e-02
 [6,] 3.880629e-02 4.119979e-02 4.302956e-02 4.438737e-02 4.546974e-02
 [7,] 5.827940e-02 6.095706e-02 6.252261e-02 6.303567e-02 6.268057e-02
 [8,] 7.482565e-02 7.753813e-02 7.872455e-02 7.843020e-02 7.682789e-02
 [9,] 8.245995e-02 8.515456e-02 8.624061e-02 8.575974e-02 8.385930e-02
[10,] 7.849284e-02 8.137482e-02 8.293551e-02 8.319927e-02 8.225336e-02
[11,] 6.516376e-02 6.847079e-02 7.097304e-02 7.265297e-02 7.350674e-02
[12,] 4.806528e-02 5.181551e-02 5.529746e-02 5.844247e-02 6.115489e-02
[13,] 3.281206e-02 3.683013e-02 4.099472e-02 4.519925e-02 4.928408e-02
[14,] 2.237146e-02 2.647528e-02 3.098638e-02 3.578167e-02 4.067096e-02
[15,] 1.647576e-02 2.050419e-02 2.506783e-02 3.004396e-02 3.523735e-02
[16,] 1.299532e-02 1.668978e-02 2.093428e-02 2.561894e-02 3.056463e-02
[17,] 9.990104e-03 1.301267e-02 1.650941e-02 2.039506e-02 2.452755e-02
[18,] 6.875918e-03 9.018643e-03 1.151667e-02 1.431910e-02 1.733668e-02
[19,] 4.115120e-03 5.450399e-03 7.039118e-03 8.868799e-03 1.090732e-02
[20,] 2.232739e-03 3.035450e-03 4.041095e-03 5.272768e-03 6.748422e-03
[21,] 1.256897e-03 1.804675e-03 2.547007e-03 3.533337e-03 4.816777e-03
[22,] 8.423534e-04 1.285283e-03 1.921786e-03 2.813434e-03 4.029227e-03
[23,] 6.311633e-04 9.961970e-04 1.533678e-03 2.301896e-03 3.366727e-03
[24,] 4.471672e-04 7.140957e-04 1.109919e-03 1.678794e-03 2.470648e-03
[25,] 2.714482e-04 4.347406e-04 6.772012e-04 1.025951e-03 1.511606e-03
[26,] 1.362897e-04 2.183114e-04 3.400522e-04 5.150676e-04 7.586248e-04
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[38,] 2.010629e-06 1.387173e-06 9.305736e-07 6.070047e-07 3.849946e-07
[39,] 1.060111e-05 7.307125e-06 4.897370e-06 3.191542e-06 2.022365e-06
[40,] 4.555149e-05 3.136852e-05 2.100423e-05 1.367543e-05 8.657574e-06
[41,] 1.595093e-04 1.097423e-04 7.341469e-05 4.775440e-05 3.020405e-05
[42,] 4.551991e-04 3.128856e-04 2.091179e-04 1.358995e-04 8.587486e-05
[43,] 1.058641e-03 7.269914e-04 4.854351e-04 3.151769e-04 1.989751e-04
[44,] 2.006449e-03 1.376591e-03 9.183395e-04 5.956934e-04 3.757194e-04
[45,] 3.099127e-03 2.124285e-03 1.415818e-03 9.175363e-04 5.781765e-04
[46,] 3.901060e-03 2.671483e-03 1.778866e-03 1.151743e-03 7.250855e-04
[47,] 4.001823e-03 2.737940e-03 1.821425e-03 1.178203e-03 7.410543e-04
[48,] 3.345532e-03 2.286797e-03 1.519887e-03 9.822373e-04 6.172240e-04
[49,] 2.279316e-03 1.556551e-03 1.033578e-03 6.673364e-04 4.189552e-04
[50,] 1.265539e-03 8.634374e-04 5.728058e-04 3.694921e-04 2.317524e-04

> 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  
     507272       -61421  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7kee31226503824.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]  71268.54  72530.19  73791.84  75053.49  76315.15  77576.80  78838.45
 [8]  80100.10  81361.75  82623.40  83885.05  85146.71  86408.36  87670.01
[15]  88931.66  90193.31  91454.96  92716.61  93978.27  95239.92  96501.57
[22]  97763.22  99024.87 100286.52 101548.17 102809.83 104071.48 105333.13
[29] 106594.78 107856.43 109118.08 110379.73 111641.39 112903.04 114164.69
[36] 115426.34 116687.99 117949.64 119211.29 120472.95 121734.60 122996.25
[43] 124257.90 125519.55 126781.20 128042.85 129304.51 130566.16 131827.81
[50] 133089.46

$yords
 [1] 450845.6 452912.0 454978.5 457044.9 459111.4 461177.8 463244.3 465310.7
 [9] 467377.2 469443.6 471510.0 473576.5 475642.9 477709.4 479775.8 481842.3
[17] 483908.7 485975.2 488041.6 490108.1 492174.5 494240.9 496307.4 498373.8
[25] 500440.3 502506.7 504573.2 506639.6 508706.1 510772.5 512838.9 514905.4
[33] 516971.8 519038.3 521104.7 523171.2 525237.6 527304.1 529370.5 531437.0
[41] 533503.4 535569.8 537636.3 539702.7 541769.2 543835.6 545902.1 547968.5
[49] 550035.0 552101.4

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.442678e-09  6.075451e-09  5.234207e-09  3.681189e-09  2.269637e-09
 [2,]  4.892134e-09  7.059595e-09  7.632641e-09  6.451948e-09  4.536791e-09
 [3,]  3.393035e-09  6.429673e-09  8.927650e-09  9.375886e-09  7.811698e-09
 [4,]  1.801127e-09  4.533994e-09  8.227136e-09  1.101448e-08  1.127317e-08
 [5,]  7.275161e-10  2.453043e-09  5.892456e-09  1.025370e-08  1.326731e-08
 [6,]  2.227082e-10  1.011623e-09  3.246939e-09  7.450474e-09  1.245429e-08
 [7,]  5.152827e-11  3.165472e-10  1.366429e-09  4.177936e-09  9.168912e-09
 [8,]  8.994737e-12  7.492311e-11  4.369061e-10  1.793208e-09  5.227581e-09
 [9,]  1.183186e-12  1.338604e-11  1.057642e-10  5.856656e-10  2.286929e-09
[10,]  1.171943e-13  1.802840e-12  1.933784e-11  1.449663e-10  7.626175e-10
[11,]  8.736464e-15  1.828720e-13  2.666344e-12  2.712075e-11  1.929620e-10
[12,]  4.900068e-16  1.396285e-14  2.769619e-13  3.827998e-12  3.693154e-11
[13,]  2.067370e-17  8.021926e-16  2.165871e-14  4.071607e-13  5.335628e-12
[14,]  6.560351e-19  3.467036e-17  1.274587e-15  3.261012e-14  5.810943e-13
[15,]  1.565646e-20  1.127064e-18  5.643027e-17  1.965704e-15  4.766483e-14
[16,]  2.809920e-22  2.755539e-20  1.879251e-18  8.915081e-17  2.943015e-15
[17,]  3.792401e-24  5.066486e-22  4.706950e-20  3.041493e-18  1.367324e-16
[18,]  3.848976e-26  7.005390e-24  8.866370e-22  7.804537e-20  4.778970e-18
[19,]  2.937521e-28  7.284042e-26  1.255985e-23  1.506159e-21  1.256367e-19
[20,]  1.685846e-30  5.695354e-28  1.337959e-25  2.185928e-23  2.484149e-21
[21,]  7.275355e-33  3.348675e-30  1.071801e-27  2.385770e-25  3.693963e-23
[22,]  2.360958e-35  1.480564e-32  6.456447e-30  1.958126e-27  4.130911e-25
[23,]  5.761289e-38  4.922455e-35  2.924683e-32  1.208557e-29  3.473990e-27
[24,]  1.057178e-40  1.230655e-37  9.962509e-35  5.609266e-32  2.197030e-29
[25,]  1.458733e-43  2.313624e-40  2.551908e-37  1.957755e-34  1.044883e-31
[26,]  1.513557e-46  3.270751e-43  4.915458e-40  5.138307e-37  3.736975e-34
[27,]  1.180917e-49  3.476985e-46  7.119808e-43  1.014132e-39  1.005070e-36
[28,]  6.928480e-53  2.779456e-49  7.754952e-46  1.505162e-42  2.032818e-39
[29,]  3.056720e-56  1.670780e-52  6.351817e-49  1.679919e-45  3.091933e-42
[30,]  1.014082e-59  7.552352e-56  3.912250e-52  1.409979e-48  3.536673e-45
[31,]  2.529828e-63  2.567145e-59  1.812038e-55  8.899368e-52  3.042272e-48
[32,]  4.745812e-67  6.561834e-63  6.311350e-59  4.224078e-55  1.968091e-51
[33,]  6.694729e-71  1.261272e-66  1.653082e-62  1.507770e-58  9.575088e-55
[34,]  7.101657e-75  1.823068e-70  3.256022e-66  4.047381e-62  3.503474e-58
[35,]  5.664900e-79  1.981573e-74  4.822859e-70  8.170607e-66  9.641002e-62
[36,]  3.398072e-83  1.619696e-78  5.372179e-74  1.240460e-69  1.995368e-65
[37,]  1.532790e-87  9.955799e-83  4.500184e-78  1.416339e-73  3.106086e-69
[38,]  5.199302e-92  4.601951e-87  2.834979e-82  1.216232e-77  3.636697e-73
[39,]  1.326264e-96  1.599715e-91  1.343145e-86  7.855031e-82  3.202774e-77
[40,] 2.544009e-101  4.181781e-96  4.785597e-91  3.815517e-86  2.121631e-81
[41,] 3.669820e-106 8.221167e-101  1.282411e-95  1.394036e-90  1.057269e-85
[42,] 3.980906e-111 1.215447e-105 2.584509e-100  3.830879e-95  3.963429e-90
[43,] 3.247635e-116 1.351473e-110 3.917693e-105 7.919064e-100  1.117847e-94
[44,] 1.992388e-121 1.130124e-115 4.466508e-110 1.231383e-104  2.372052e-99
[45,] 9.192689e-127 7.107789e-121 3.830357e-115 1.440494e-109 3.787596e-104
[46,] 3.189681e-132 3.362118e-126 2.470765e-120 1.267733e-114 4.551087e-109
[47,] 8.324008e-138 1.196216e-131 1.198948e-125 8.394759e-120 4.115852e-114
[48,] 1.633706e-143 3.201164e-137 4.376617e-131 4.182735e-125 2.801725e-119
[49,] 2.411689e-149 6.444111e-143 1.202019e-136 1.568422e-130 1.435855e-124
[50,] 2.677643e-155 9.758046e-149 2.483821e-142 4.426255e-136 5.540644e-130
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.287868e-09  6.591679e-10  2.900495e-10  1.119334e-10  4.262887e-11
 [2,]  2.850395e-09  1.653099e-09  8.531378e-10  3.768525e-10  1.495405e-10
 [3,]  5.524602e-09  3.549136e-09  2.098452e-09  1.088614e-09  4.844906e-10
 [4,]  9.304912e-09  6.657540e-09  4.381253e-09  2.631625e-09  1.369836e-09
 [5,]  1.328321e-08  1.092308e-08  7.949432e-09  5.359489e-09  3.257547e-09
 [6,]  1.561598e-08  1.535997e-08  1.265977e-08  9.413301e-09  6.491445e-09
 [7,]  1.475153e-08  1.797889e-08  1.745822e-08  1.451166e-08  1.105844e-08
 [8,]  1.098766e-08  1.705130e-08  2.027130e-08  1.953896e-08  1.647808e-08
 [9,]  6.362876e-09  1.282908e-08  1.925156e-08  2.241480e-08  2.157377e-08
[10,]  2.835211e-09  7.537416e-09  1.460473e-08  2.125336e-08  2.434640e-08
[11,]  9.648772e-10  3.418235e-09  8.694939e-09  1.622482e-08  2.297260e-08
[12,]  2.494908e-10  1.186590e-09  4.009911e-09  9.775158e-09  1.760912e-08
[13,]  4.884182e-11  3.134456e-10  1.419101e-09  4.580415e-09  1.072127e-08
[14,]  7.221936e-12  6.275238e-11  3.828356e-10  1.651692e-09  5.099940e-09
[15,]  8.053074e-13  9.495666e-12  7.836746e-11  4.549191e-10  1.872922e-09
[16,]  6.765097e-14  1.084096e-12  1.213488e-11  9.520406e-11  5.265390e-10
[17,]  4.278638e-15  9.327153e-14  1.418459e-12  1.508538e-11  1.126506e-10
[18,]  2.036449e-16  6.042828e-15  1.249959e-13  1.805564e-12  1.826757e-11
[19,]  7.292241e-18  2.946663e-16  8.296478e-15  1.629880e-13  2.239264e-12
[20,]  1.964240e-19  1.081150e-17  4.145422e-16  1.108538e-14  2.071293e-13
[21,]  3.979492e-21  2.984158e-19  1.558717e-17  5.677022e-16  1.444091e-14
[22,]  6.063622e-23  6.195639e-21  4.409540e-19  2.188222e-17  7.583142e-16
[23,]  6.948499e-25  9.674917e-23  9.384012e-21  6.346807e-19  2.997845e-17
[24,]  5.988180e-27  1.136285e-24  1.502169e-22  1.384995e-20  8.919808e-19
[25,]  3.880977e-29  1.003687e-26  1.808703e-24  2.273713e-22  1.997197e-20
[26,]  1.891582e-31  6.667676e-29  1.638037e-26  2.808010e-24  3.364870e-22
[27,]  6.933463e-34  3.331335e-31  1.115807e-28  2.608762e-26  4.265664e-24
[28,]  1.911258e-36  1.251798e-33  5.717005e-31  1.823260e-28  4.068923e-26
[29,]  3.962210e-39  3.537761e-36  2.203290e-33  9.586355e-31  2.920533e-28
[30,]  6.177469e-42  7.519872e-39  6.387211e-36  3.791989e-33  1.577460e-30
[31,]  7.243457e-45  1.202239e-41  1.392846e-38  1.128528e-35  6.412101e-33
[32,]  6.387812e-48  1.445715e-44  2.284897e-41  2.527067e-38  1.961671e-35
[33,]  4.236814e-51  1.307678e-47  2.819836e-44  4.258071e-41  4.517326e-38
[34,]  2.113583e-54  8.897406e-51  2.618190e-47  5.399307e-44  7.831015e-41
[35,]  7.930593e-58  4.553971e-54  1.829060e-50  5.152703e-47  1.022105e-43
[36,]  2.238277e-61  1.753497e-57  9.614771e-54  3.701290e-50  1.004570e-46
[37,]  4.751839e-65  5.079654e-61  3.803410e-57  2.001462e-53  7.436144e-50
[38,]  7.588752e-69  1.107156e-64  1.132336e-60  8.148558e-57  4.146499e-53
[39,]  9.117372e-73  1.815809e-68  2.537476e-64  2.498210e-60  1.742122e-56
[40,]  8.240788e-77  2.240997e-72  4.280501e-68  5.768412e-64  5.516041e-60
[41,]  5.604339e-81  2.081576e-76  5.436777e-72  1.003395e-67  1.316614e-63
[42,]  2.867792e-85  1.455299e-80  5.199893e-76  1.315086e-71  2.369595e-67
[43,]  1.104351e-89  7.659613e-85  3.745937e-80  1.299072e-75  3.216796e-71
[44,]  3.200547e-94  3.035288e-89  2.032873e-84  9.674024e-80  3.294779e-75
[45,]  6.982039e-99  9.058073e-94  8.313288e-89  5.432856e-84  2.547102e-79
[46,] 1.146614e-103  2.035997e-98  2.562362e-93  2.301520e-88  1.486670e-83
[47,] 1.417850e-108 3.447868e-103  5.954778e-98  7.357625e-93  6.553936e-88
[48,] 1.320310e-113 4.399879e-108 1.043670e-102  1.775544e-97  2.182935e-92
[49,] 9.261407e-119 4.232517e-113 1.380090e-107 3.235780e-102  5.495339e-97
[50,] 4.894520e-124 3.069967e-118 1.377318e-112 4.454732e-107 1.045880e-101
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.738482e-11 6.982451e-12 2.416726e-12 6.593305e-13 1.345233e-13
 [2,] 6.046779e-11 2.587368e-11 1.047668e-11 3.553814e-12 9.358794e-13
 [3,] 1.996370e-10 8.581389e-11 3.809826e-11 1.540701e-11 5.097615e-12
 [4,] 6.178685e-10 2.667960e-10 1.215235e-10 5.532927e-11 2.217190e-11
 [5,] 1.701324e-09 7.838157e-10 3.571316e-10 1.711692e-10 7.904048e-11
 [6,] 3.977963e-09 2.088799e-09 9.917782e-10 4.784770e-10 2.389880e-10
 [7,] 7.777240e-09 4.791880e-09 2.540518e-09 1.254419e-09 6.403676e-10
 [8,] 1.288661e-08 9.208007e-09 5.697098e-09 3.068800e-09 1.587914e-09
 [9,] 1.855850e-08 1.488815e-08 1.076601e-08 6.692814e-09 3.691390e-09
[10,] 2.354670e-08 2.074844e-08 1.703905e-08 1.242694e-08 7.782891e-09
[11,] 2.602564e-08 2.545327e-08 2.303436e-08 1.930038e-08 1.416441e-08
[12,] 2.435048e-08 2.743834e-08 2.729648e-08 2.538929e-08 2.162091e-08
[13,] 1.869771e-08 2.536099e-08 2.859594e-08 2.908064e-08 2.777056e-08
[14,] 1.148812e-08 1.945983e-08 2.601393e-08 2.953072e-08 3.080469e-08
[15,] 5.543245e-09 1.204972e-08 1.989921e-08 2.635286e-08 3.028759e-08
[16,] 2.072475e-09 5.894365e-09 1.240488e-08 2.005485e-08 2.644810e-08
[17,] 5.946674e-10 2.243312e-09 6.150745e-09 1.257982e-08 1.999686e-08
[18,] 1.300829e-10 6.571222e-10 2.383833e-09 6.326037e-09 1.262718e-08
[19,] 2.159468e-11 1.470400e-10 7.133834e-10 2.499708e-09 6.450974e-09
[20,] 2.712236e-12 2.500457e-11 1.634480e-10 7.654054e-10 2.605031e-09
[21,] 2.572124e-13 3.220319e-12 2.850541e-11 1.798766e-10 8.182989e-10
[22,] 1.839412e-14 3.133943e-13 3.769480e-12 3.223402e-11 1.977938e-10
[23,] 9.911368e-16 2.301254e-14 3.769994e-13 4.385634e-12 3.652256e-11
[24,] 4.021956e-17 1.273866e-15 2.847097e-14 4.517588e-13 5.127190e-12
[25,] 1.228747e-18 5.312885e-17 1.621930e-15 3.516935e-14 5.455420e-13
[26,] 2.825769e-20 1.668963e-18 6.965794e-17 2.066955e-15 4.391013e-14
[27,] 4.891375e-22 3.948263e-20 2.254649e-18 9.165009e-17 2.670420e-15
[28,] 6.372969e-24 7.033749e-22 5.499141e-20 3.064972e-18 1.226251e-16
[29,] 6.250071e-26 9.436240e-24 1.010667e-21 7.729549e-20 4.250224e-18
[30,] 4.614136e-28 9.533998e-26 1.399731e-23 1.469989e-21 1.111769e-19
[31,] 2.564482e-30 7.255455e-28 1.461015e-25 2.108347e-23 2.194736e-21
[32,] 1.073158e-32 4.159402e-30 1.149495e-27 2.280861e-25 3.269985e-23
[33,] 3.381762e-35 1.796586e-32 6.818423e-30 1.861492e-27 3.677533e-25
[34,] 8.026136e-38 5.847908e-35 3.049851e-32 1.146348e-29 3.122327e-27
[35,] 1.434932e-40 1.434769e-37 1.028945e-34 5.327923e-32 2.001611e-29
[36,] 1.932876e-43 2.653960e-40 2.618977e-37 1.869315e-34 9.690118e-32
[37,] 1.962091e-46 3.702091e-43 5.030474e-40 4.952060e-37 3.543169e-34
[38,] 1.501345e-49 3.895441e-46 7.293534e-43 9.907448e-40 9.786496e-37
[39,] 8.661724e-53 3.092771e-49 7.984272e-46 1.497267e-42 2.042143e-39
[40,] 3.768761e-56 1.853259e-52 6.600918e-49 1.709511e-45 3.219611e-42
[41,] 1.237107e-59 8.384223e-56 4.122526e-52 1.474884e-48 3.835424e-45
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[23,] 8.110456e-09 2.912715e-09 7.716420e-10 1.474972e-10 2.004083e-11
[24,] 1.712320e-08 7.778282e-09 2.670451e-09 6.740383e-10 1.224692e-10
[25,] 2.971157e-08 1.667907e-08 7.261005e-09 2.380082e-09 5.719143e-10
[26,] 4.321274e-08 2.938078e-08 1.583844e-08 6.595950e-09 2.061822e-09
[27,] 5.343772e-08 4.339082e-08 2.838636e-08 1.465791e-08 5.829515e-09
[28,] 5.668431e-08 5.444092e-08 4.270015e-08 2.678537e-08 1.321706e-08
[29,] 5.189188e-08 5.834604e-08 5.458622e-08 4.115891e-08 2.467632e-08
[30,] 4.153925e-08 5.351173e-08 5.943324e-08 5.381521e-08 3.884059e-08
[31,] 3.077747e-08 4.240899e-08 5.496276e-08 5.981612e-08 5.212078e-08
[32,] 2.468688e-08 3.066243e-08 4.339038e-08 5.610382e-08 5.938935e-08
[33,] 2.441551e-08 2.380732e-08 3.069605e-08 4.439664e-08 5.678304e-08
[34,] 2.586220e-08 2.326663e-08 2.291803e-08 3.086817e-08 4.531004e-08
[35,] 2.378497e-08 2.504296e-08 2.185660e-08 2.207117e-08 3.113981e-08
[36,] 1.720999e-08 2.364485e-08 2.374337e-08 2.027162e-08 2.130508e-08
[37,] 9.498756e-09 1.759398e-08 2.296542e-08 2.204451e-08 1.860337e-08
[38,] 3.964259e-09 9.985815e-09 1.756090e-08 2.178744e-08 2.005188e-08
[39,] 1.247912e-09 4.284706e-09 1.024609e-08 1.710774e-08 2.018634e-08
[40,] 2.960752e-10 1.386471e-09 4.518992e-09 1.025777e-08 1.626199e-08
[41,] 5.292952e-11 3.380943e-10 1.502851e-09 4.649273e-09 1.001685e-08
[42,] 7.128787e-12 6.211419e-11 3.765917e-10 1.588756e-09 4.664554e-09
[43,] 7.232984e-13 8.596389e-12 7.108842e-11 4.090300e-10 1.637533e-09
[44,] 5.528035e-14 8.961391e-13 1.010758e-11 7.931812e-11 4.330548e-10
[45,] 3.182329e-15 7.036166e-14 1.082376e-12 1.158396e-11 8.625040e-11
[46,] 1.379779e-16 4.160699e-15 8.728872e-14 1.274005e-12 1.293579e-11
[47,] 4.505399e-18 1.852826e-16 5.300967e-15 1.055070e-13 1.460835e-12
[48,] 1.107860e-19 6.213116e-18 2.424026e-16 6.578933e-15 1.242089e-13
[49,] 2.051320e-21 1.568770e-19 8.345901e-18 3.088606e-16 7.950899e-15
[50,] 2.859876e-23 2.982313e-21 2.163376e-19 1.091620e-17 3.831435e-16
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 8.825620e-64 6.633864e-68 3.466691e-72 1.259479e-76 3.181220e-81
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 [3,] 1.224374e-56 1.708240e-60 1.656956e-64 1.117378e-68 5.238617e-73
 [4,] 2.973632e-53 5.652341e-57 7.469594e-61 6.862668e-65 4.383452e-69
 [5,] 5.430661e-50 1.406372e-53 2.532068e-57 3.169406e-61 2.758087e-65
 [6,] 7.457805e-47 2.631264e-50 6.454251e-54 1.100665e-57 1.304944e-61
 [7,] 7.701273e-44 3.701872e-47 1.237112e-50 2.874250e-54 4.642669e-58
 [8,] 5.980093e-41 3.916261e-44 1.783055e-47 5.643991e-51 1.242041e-54
 [9,] 3.491791e-38 3.115412e-41 1.932473e-44 8.333757e-48 2.498599e-51
[10,] 1.533151e-35 1.863606e-38 1.574911e-41 9.253122e-45 3.779634e-48
[11,] 5.061981e-33 8.382794e-36 9.651457e-39 7.725548e-42 4.299282e-45
[12,] 1.256778e-30 2.835449e-33 4.447599e-36 4.850255e-39 3.677355e-42
[13,] 2.346415e-28 7.212015e-31 1.541190e-33 2.289789e-36 2.365207e-39
[14,] 3.294340e-26 1.379426e-28 4.015947e-31 8.128750e-34 1.143927e-36
[15,] 3.478266e-24 1.984064e-26 7.869111e-29 2.169964e-31 4.160297e-34
[16,] 2.761912e-22 2.146057e-24 1.159517e-26 4.355984e-29 1.137759e-31
[17,] 1.649466e-20 1.745721e-22 1.284855e-24 6.575552e-27 2.339809e-29
[18,] 7.409968e-19 1.068041e-20 1.070718e-22 7.464510e-25 3.618438e-27
[19,] 2.504454e-17 4.915075e-19 6.710730e-21 6.372516e-23 4.208069e-25
[20,] 6.370414e-16 1.701687e-17 3.163615e-19 4.091553e-21 3.680287e-23
[21,] 1.220100e-14 4.433643e-16 1.121990e-17 1.975947e-19 2.420707e-21
[22,] 1.760950e-13 8.697142e-15 2.994363e-16 7.178632e-18 1.197584e-19
[23,] 1.917773e-12 1.285452e-13 6.016148e-15 1.962441e-16 4.456933e-18
[24,] 1.579427e-11 1.433320e-12 9.106314e-14 4.038486e-15 1.248061e-16
[25,] 9.872987e-11 1.208234e-11 1.039671e-12 6.260418e-14 2.630719e-15
[26,] 4.713184e-10 7.727277e-11 8.971356e-12 7.318956e-13 4.176713e-14
[27,] 1.735813e-09 3.772247e-10 5.871391e-11 6.465621e-12 5.000316e-13
[28,] 5.011655e-09 1.420025e-09 2.931961e-10 4.330873e-11 4.522704e-12
[29,] 1.160910e-08 4.190392e-09 1.128722e-09 2.212907e-10 3.101100e-11
[30,] 2.218854e-08 9.930602e-09 3.407177e-09 8.716466e-10 1.621789e-10
[31,] 3.586720e-08 1.946824e-08 8.271638e-09 2.693723e-09 6.539224e-10
[32,] 4.954956e-08 3.239756e-08 1.666369e-08 6.707857e-09 2.070573e-09
[33,] 5.808352e-08 4.620004e-08 2.861221e-08 1.391136e-08 5.295429e-09
[34,] 5.685085e-08 5.587583e-08 4.221598e-08 2.469692e-08 1.132503e-08
[35,] 4.598857e-08 5.617669e-08 5.279797e-08 3.777546e-08 2.082666e-08
[36,] 3.144187e-08 4.627854e-08 5.466761e-08 4.893934e-08 3.307636e-08
[37,] 2.063707e-08 3.167882e-08 4.603248e-08 5.228522e-08 4.444354e-08
[38,] 1.693796e-08 2.005951e-08 3.173802e-08 4.512987e-08 4.905745e-08
[39,] 1.788349e-08 1.534643e-08 1.953997e-08 3.150395e-08 4.349705e-08
[40,] 1.826381e-08 1.565736e-08 1.387799e-08 1.902619e-08 3.087534e-08
[41,] 1.507883e-08 1.613679e-08 1.348010e-08 1.255704e-08 1.845498e-08
[42,] 9.537869e-09 1.363508e-08 1.392542e-08 1.143800e-08 1.138430e-08
[43,] 4.562170e-09 8.852626e-09 1.202094e-08 1.174153e-08 9.591657e-09
[44,] 1.645001e-09 4.348313e-09 8.006658e-09 1.033054e-08 9.679297e-09
[45,] 4.467699e-10 1.610037e-09 4.037471e-09 7.054254e-09 8.652741e-09
[46,] 9.137213e-11 4.489812e-10 1.534792e-09 3.650823e-09 6.052595e-09
[47,] 1.407032e-11 9.427157e-11 4.393665e-10 1.424494e-09 3.213831e-09
[48,] 1.631240e-12 1.490190e-11 9.469247e-11 4.185393e-10 1.286850e-09
[49,] 1.423717e-13 1.773274e-12 1.536253e-11 9.257152e-11 3.879877e-10
[50,] 9.353870e-15 1.588372e-13 1.876007e-12 1.541098e-11 8.805063e-11
             [,41]        [,42]        [,43]         [,44]         [,45]
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 [7,] 5.213607e-62 4.070364e-66 2.209318e-70  8.337013e-75  2.187207e-79
 [8,] 1.900260e-58 2.021226e-62 1.494675e-66  7.684324e-71  2.746577e-75
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[10,] 1.073346e-51 2.119115e-55 2.908705e-59  2.775698e-63  1.841501e-67
[11,] 1.663381e-48 4.474175e-52 8.366899e-56  1.087786e-59  9.832186e-64
[12,] 1.938369e-45 7.103360e-49 1.809763e-52  3.205585e-56  3.947484e-60
[13,] 1.698536e-42 8.480227e-46 2.943549e-49  7.103351e-53  1.191744e-56
[14,] 1.119198e-39 7.612799e-43 3.600093e-46  1.183618e-49  2.705438e-53
[15,] 5.545415e-37 5.138958e-40 3.310924e-43  1.483040e-46  4.618329e-50
[16,] 2.066132e-34 2.608559e-37 2.289699e-40  1.397291e-43  5.928226e-47
[17,] 5.788703e-32 9.956866e-35 1.190700e-37  9.899533e-41  5.722128e-44
[18,] 1.219573e-29 2.857876e-32 4.656100e-35  5.273962e-38  4.153210e-41
[19,] 1.932162e-27 6.168316e-30 1.369117e-32  2.112784e-35  2.266755e-38
[20,] 2.301964e-25 1.001147e-27 3.027336e-30  6.364597e-33  9.302950e-36
[21,] 2.062465e-23 1.221928e-25 5.033695e-28  1.441740e-30  2.871001e-33
[22,] 1.389739e-21 1.121568e-23 6.294039e-26  2.455897e-28  6.662657e-31
[23,] 7.043277e-20 7.742094e-22 5.918348e-24  3.145915e-26  1.162697e-28
[24,] 2.685169e-18 4.019572e-20 4.185244e-22  3.030470e-24  1.525802e-26
[25,] 7.702309e-17 1.569806e-18 2.225989e-20  2.195422e-22  1.505752e-24
[26,] 1.662970e-15 4.612644e-17 8.905563e-19  1.196199e-20  1.117508e-22
[27,] 2.704168e-14 1.020108e-15 2.680552e-17  4.902485e-19  6.237640e-21
[28,] 3.315398e-13 1.699012e-14 6.072387e-16  1.511616e-17  2.618846e-19
[29,] 3.070537e-12 2.133334e-13 1.035911e-14  3.507700e-16  8.271825e-18
[30,] 2.155510e-11 2.023258e-12 1.332186e-13  6.129277e-15  1.966229e-16
[31,] 1.154076e-10 1.454346e-11 1.293913e-12  8.073279e-14  3.519286e-15
[32,] 4.765634e-10 7.973853e-11 9.524941e-12  8.031014e-13  4.748007e-14
[33,] 1.547309e-09 3.373689e-10 5.349170e-11  6.055169e-12  4.837748e-13
[34,] 4.069142e-09 1.124061e-09 2.319886e-10  3.484014e-11  3.736411e-12
[35,] 8.988901e-09 3.043389e-09 7.938065e-10  1.549519e-10  2.203149e-11
[36,] 1.715225e-08 6.955127e-09 2.215351e-09  5.449325e-10  1.005289e-10
[37,] 2.831987e-08 1.379088e-08 5.245364e-09  1.569434e-09  3.636407e-10
[38,] 3.949789e-08 2.369396e-08 1.082143e-08  3.855358e-09  1.082058e-09
[39,] 4.508177e-08 3.431673e-08 1.935901e-08  8.284321e-09  2.761367e-09
[40,] 4.112203e-08 4.051841e-08 2.912095e-08  1.543745e-08  6.185504e-09
[41,] 2.978182e-08 3.806085e-08 3.557414e-08  2.411691e-08  1.200837e-08
[42,] 1.776365e-08 2.819690e-08 3.443351e-08  3.047927e-08  1.947822e-08
[43,] 1.034142e-08 1.690170e-08 2.614427e-08  3.041016e-08  2.546212e-08
[44,] 7.974517e-09 9.398249e-09 1.584029e-08  2.369606e-08  2.618997e-08
[45,] 7.809007e-09 6.595060e-09 8.520869e-09  1.457787e-08  2.096346e-08
[46,] 7.063382e-09 6.174493e-09 5.441755e-09  7.679094e-09  1.314064e-08
[47,] 5.055982e-09 5.620050e-09 4.794084e-09  4.489556e-09  6.851922e-09
[48,] 2.753417e-09 4.110956e-09 4.359664e-09  3.664355e-09  3.706657e-09
[49,] 1.131142e-09 2.295158e-09 3.252945e-09  3.298910e-09  2.765628e-09
[50,] 3.498984e-10 9.671703e-10 1.860939e-09  2.504728e-09  2.436935e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
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[10,]  8.493737e-72  2.723660e-76  6.072032e-81  9.411143e-86  1.014093e-90
[11,]  6.178510e-68  2.699260e-72  8.198467e-77  1.731202e-81  2.541500e-86
[12,]  3.379565e-64  2.011539e-68  8.323832e-73  2.394668e-77  4.789546e-82
[13,]  1.390049e-60  1.127209e-64  6.354860e-69  2.490777e-73  6.787201e-78
[14,]  4.299236e-57  4.749768e-61  3.648218e-65  1.948123e-69  7.232344e-74
[15,]  9.998732e-54  1.504986e-57  1.574881e-61  1.145750e-65  5.795081e-70
[16,]  1.748602e-50  3.585791e-54  5.112186e-58  5.067056e-62  3.491660e-66
[17,]  2.299479e-47  6.424359e-51  1.247837e-54  1.685053e-58  1.581964e-62
[18,]  2.273846e-44  8.655002e-48  2.290348e-51  4.213700e-55  5.389560e-59
[19,]  1.690775e-41  8.767936e-45  3.161096e-48  7.923300e-52  1.380709e-55
[20,]  9.453769e-39  6.679145e-42  3.280700e-45  1.120317e-48  2.659766e-52
[21,]  3.974828e-36  3.825933e-39  2.560281e-42  1.191153e-45  3.852795e-49
[22,]  1.256695e-33  1.647972e-36  1.502462e-39  9.523317e-43  4.196646e-46
[23,]  2.987729e-31  5.337763e-34  6.630015e-37  5.725360e-40  3.437335e-43
[24,]  5.341420e-29  1.300074e-31  2.199996e-34  2.588285e-37  2.117069e-40
[25,]  7.180966e-27  2.381111e-29  5.489434e-32  8.798667e-35  9.804873e-38
[26,]  7.259909e-25  3.279453e-27  1.029997e-29  2.249160e-32  3.414642e-35
[27,]  5.519742e-23  3.396591e-25  1.453295e-27  4.323407e-30  8.942246e-33
[28,]  3.156265e-21  2.645584e-23  1.542018e-25  6.249416e-28  1.760959e-30
[29,]  1.357507e-19  1.549754e-21  1.230436e-23  6.793122e-26  2.607706e-28
[30,]  4.392412e-18  6.828293e-20  7.383939e-22  5.553044e-24  2.903912e-26
[31,]  1.069530e-16  2.263320e-18  3.332882e-20  3.413886e-22  2.431855e-24
[32,]  1.960908e-15  5.645454e-17  1.131695e-18  1.578575e-20  1.531600e-22
[33,]  2.709861e-14  1.060268e-15  2.891681e-17  5.491025e-19  7.255169e-21
[34,]  2.828267e-13  1.500909e-14  5.563247e-16  1.437297e-17  2.585333e-19
[35,]  2.237920e-12  1.604726e-13  8.067401e-15  2.832670e-16  6.932478e-18
[36,]  1.352616e-11  1.301047e-12  8.836524e-14  4.208063e-15  1.399640e-16
[37,]  6.335030e-11  8.062527e-12  7.341743e-13  4.722391e-14  2.130100e-15
[38,]  2.358890e-10  3.877692e-11  4.665894e-12  4.021262e-13  2.449295e-14
[39,]  7.260454e-10  1.487504e-10  2.305542e-11  2.621623e-12  2.137890e-13
[40,]  1.927120e-09  4.741164e-10  9.118814e-11  1.331553e-11  1.430153e-12
[41,]  4.503100e-09  1.310319e-09  3.013152e-10  5.434596e-11  7.470405e-12
[42,]  9.107524e-09  3.195558e-09  8.679397e-10  1.863727e-10  3.148969e-11
[43,]  1.533292e-08  6.731878e-09  2.209874e-09  5.600256e-10  1.121970e-10
[44,]  2.072527e-08  1.175775e-08  4.847569e-09  1.488908e-09  3.519609e-10
[45,]  2.197686e-08  1.642751e-08  8.779202e-09  3.399498e-09  9.771213e-10
[46,]  1.808160e-08  1.795648e-08  1.267374e-08  6.380512e-09  2.321004e-09
[47,]  1.157831e-08  1.519179e-08  1.427816e-08  9.513342e-09  4.512197e-09
[48,]  6.030276e-09  9.956075e-09  1.242449e-08  1.104429e-08  6.945784e-09
[49,]  3.060380e-09  5.216871e-09  8.344745e-09  9.885871e-09  8.307590e-09
[50,]  2.068091e-09  2.521447e-09  4.423765e-09  6.811069e-09  7.649622e-09

> 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  
  3.376e+05    1.628e+00  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1vy0u1226503824.ps tmp/1vy0u1226503824.png")
> system("convert tmp/27rv81226503824.ps tmp/27rv81226503824.png")
> system("convert tmp/3scjd1226503824.ps tmp/3scjd1226503824.png")
> system("convert tmp/4a20j1226503824.ps tmp/4a20j1226503824.png")
> system("convert tmp/5g5zr1226503824.ps tmp/5g5zr1226503824.png")
> system("convert tmp/6k96t1226503824.ps tmp/6k96t1226503824.png")
> system("convert tmp/7kee31226503824.ps tmp/7kee31226503824.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.107   1.222   2.982