R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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
'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(8.2,8,7.5,6.8,6.5,6.6,7.6,8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5,8,8.1)
> y <- c(269285,269829,270911,266844,271244,269907,271296,270157,271322,267179,264101,265518,269419,268714,272482,268351,268175,270674,272764,272599,270333,270846,270491,269160,274027,273784,276663,274525,271344,271115,270798,273911,273985,271917,273338,270601,273547,275363,281229,277793,279913,282500,280041,282166,290304,283519,287816,285226,287595,289741,289148,288301,290155,289648,288225,289351,294735,305333,309030,310215,321935,325734,320846,323023,319753,321753,320757,324479)
> x <- c(258596,259056,264193,260325,261890,260683,257941,258151,262434,261577,262188,261092,263571,265031,270388,265458,266218,266386,263486,263620,267755,266554,266981,264133,265980,267183,272113,267261,269117,269034,266609,267261,271406,269529,270282,268663,269847,270998,277068,273529,275307,276488,274455,274507,279528,277673,278102,275131,277162,278799,285502,280672,281342,281132,278286,279120,289131,294453,295733,302233,308859,311054,318130,315823,316517,316907,314969,316107)
> par7 = 'Werkloosheidsgraad mannen'
> par6 = 'Bruto schuld van de schatkist'
> par5 = 'Netto schuld van de schatkist'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1p6i01257352740.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/25tdd1257352740.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/35gum1257352740.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/4qnus1257352740.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/5k5t31257352740.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  
  -1167.928        1.028  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/60jd61257352740.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] 259449.4 260897.1 262344.8 263792.5 265240.1 266687.8 268135.5 269583.2
 [9] 271030.8 272478.5 273926.2 275373.9 276821.5 278269.2 279716.9 281164.6
[17] 282612.3 284059.9 285507.6 286955.3 288403.0 289850.6 291298.3 292746.0
[25] 294193.7 295641.3 297089.0 298536.7 299984.4 301432.0 302879.7 304327.4
[33] 305775.1 307222.7 308670.4 310118.1 311565.8 313013.5 314461.1 315908.8
[41] 317356.5 318804.2 320251.8 321699.5 323147.2 324594.9 326042.5 327490.2
[49] 328937.9 330385.6

$yords
 [1] 5.394077 5.459625 5.525173 5.590721 5.656269 5.721817 5.787364 5.852912
 [9] 5.918460 5.984008 6.049556 6.115104 6.180652 6.246200 6.311747 6.377295
[17] 6.442843 6.508391 6.573939 6.639487 6.705035 6.770582 6.836130 6.901678
[25] 6.967226 7.032774 7.098322 7.163870 7.229418 7.294965 7.360513 7.426061
[33] 7.491609 7.557157 7.622705 7.688253 7.753800 7.819348 7.884896 7.950444
[41] 8.015992 8.081540 8.147088 8.212636 8.278183 8.343731 8.409279 8.474827
[49] 8.540375 8.605923

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.477506e-11 4.983693e-11 1.595829e-10 4.852407e-10 1.401338e-09
 [2,] 8.916362e-11 2.898945e-10 8.937034e-10 2.613675e-09 7.254342e-09
 [3,] 4.509037e-10 1.418604e-09 4.226149e-09 1.192763e-08 3.190890e-08
 [4,] 1.891250e-09 5.779770e-09 1.670486e-08 4.568160e-08 1.182540e-07
 [5,] 6.523483e-09 1.942790e-08 5.466787e-08 1.453973e-07 3.656590e-07
 [6,] 1.839291e-08 5.351747e-08 1.470356e-07 3.815559e-07 9.355108e-07
 [7,] 4.223853e-08 1.203250e-07 3.235394e-07 8.213554e-07 1.969219e-06
 [8,] 7.890330e-08 2.204700e-07 5.814050e-07 1.447392e-06 3.402466e-06
 [9,] 1.200387e-07 3.296131e-07 8.543137e-07 2.090603e-06 4.831680e-06
[10,] 1.495577e-07 4.044261e-07 1.032676e-06 2.490655e-06 5.675970e-06
[11,] 1.558161e-07 4.157825e-07 1.048363e-06 2.498625e-06 5.631314e-06
[12,] 1.484187e-07 3.901027e-07 9.701907e-07 2.283736e-06 5.089934e-06
[13,] 1.743787e-07 4.423627e-07 1.066143e-06 2.439870e-06 5.301175e-06
[14,] 3.498286e-07 8.285468e-07 1.879108e-06 4.070797e-06 8.410140e-06
[15,] 9.707054e-07 2.118186e-06 4.466479e-06 9.065926e-06 1.765655e-05
[16,] 2.870747e-06 5.739730e-06 1.116043e-05 2.104325e-05 3.834738e-05
[17,] 8.264725e-06 1.523629e-05 2.731416e-05 4.760616e-05 8.055183e-05
[18,] 2.177558e-05 3.766032e-05 6.306271e-05 1.024220e-04 1.614458e-04
[19,] 4.968143e-05 8.198113e-05 1.303832e-04 2.003530e-04 2.979989e-04
[20,] 9.460765e-05 1.506339e-04 2.303909e-04 3.394075e-04 4.827115e-04
[21,] 1.474231e-04 2.279394e-04 3.378041e-04 4.811802e-04 6.605007e-04
[22,] 1.861594e-04 2.805203e-04 4.045696e-04 5.600363e-04 7.462260e-04
[23,] 1.895924e-04 2.790458e-04 3.926716e-04 5.298768e-04 6.877993e-04
[24,] 1.553504e-04 2.236564e-04 3.076307e-04 4.055131e-04 5.140145e-04
[25,] 1.022759e-04 1.441916e-04 1.941193e-04 2.503652e-04 3.104932e-04
[26,] 5.407850e-05 7.474299e-05 9.862587e-05 1.246789e-04 1.516105e-04
[27,] 2.308211e-05 3.138462e-05 4.078679e-05 5.086837e-05 6.117464e-05
[28,] 8.517190e-06 1.174052e-05 1.564163e-05 2.026279e-05 2.566572e-05
[29,] 4.748101e-06 7.552063e-06 1.174896e-05 1.782744e-05 2.627001e-05
[30,] 8.483057e-06 1.456400e-05 2.395057e-05 3.767939e-05 5.662762e-05
[31,] 2.089511e-05 3.477876e-05 5.526465e-05 8.385938e-05 1.215034e-04
[32,] 4.576194e-05 7.312168e-05 1.114016e-04 1.619880e-04 2.249854e-04
[33,] 8.444406e-05 1.300834e-04 1.907471e-04 2.666527e-04 3.559025e-04
[34,] 1.294823e-04 1.934048e-04 2.745811e-04 3.712248e-04 4.789113e-04
[35,] 1.632956e-04 2.377763e-04 3.288252e-04 4.328267e-04 5.436570e-04
[36,] 1.680401e-04 2.396065e-04 3.245019e-04 4.184928e-04 5.155401e-04
[37,] 1.403246e-04 1.966546e-04 2.620076e-04 3.328928e-04 4.048540e-04
[38,] 9.476879e-05 1.309374e-04 1.722887e-04 2.166951e-04 2.616580e-04
[39,] 5.167179e-05 7.058282e-05 9.204717e-05 1.150964e-04 1.386639e-04
[40,] 2.273427e-05 3.078731e-05 3.992767e-05 4.983003e-05 6.014884e-05
[41,] 8.074810e-06 1.087201e-05 1.406897e-05 1.758809e-05 2.134452e-05
[42,] 2.317893e-06 3.112203e-06 4.031882e-06 5.065234e-06 6.196114e-06
[43,] 5.386119e-07 7.234431e-07 9.412099e-07 1.191371e-06 1.471308e-06
[44,] 1.015177e-07 1.368247e-07 1.792543e-07 2.290379e-07 2.857803e-07
[45,] 1.555361e-08 2.109620e-08 2.789597e-08 3.604443e-08 4.555522e-08
[46,] 1.941788e-09 2.659024e-09 3.563784e-09 4.698678e-09 6.165953e-09
[47,] 1.986092e-10 2.774254e-10 3.868777e-10 5.577103e-10 8.908250e-10
[48,] 1.720865e-11 2.629895e-11 4.497309e-11 9.424347e-11 2.446370e-10
[49,] 1.583580e-12 3.561395e-12 1.012904e-11 3.296688e-11 1.106986e-10
[50,] 2.855267e-13 1.023069e-12 3.804498e-12 1.382453e-11 4.793860e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.843908e-09 1.001441e-08 2.477581e-08 5.819186e-08 1.297092e-07
 [2,] 1.911553e-08 4.783351e-08 1.136862e-07 2.566478e-07 5.502964e-07
 [3,] 8.095332e-08 1.948621e-07 4.452190e-07 9.658938e-07 1.990281e-06
 [4,] 2.899275e-07 6.735852e-07 1.483747e-06 3.100445e-06 6.149071e-06
 [5,] 8.699387e-07 1.958893e-06 4.177136e-06 8.440119e-06 1.616939e-05
 [6,] 2.168011e-06 4.751030e-06 9.850247e-06 1.933261e-05 3.594220e-05
 [7,] 4.460299e-06 9.548044e-06 1.932641e-05 3.701002e-05 6.709831e-05
 [8,] 7.555184e-06 1.585300e-05 3.144848e-05 5.901477e-05 1.048342e-04
 [9,] 1.054999e-05 2.177297e-05 4.249305e-05 7.847378e-05 1.372372e-04
[10,] 1.222701e-05 2.490935e-05 4.801924e-05 8.765524e-05 1.516401e-04
[11,] 1.200715e-05 2.423409e-05 4.632800e-05 8.394881e-05 1.443198e-04
[12,] 1.074640e-05 2.150533e-05 4.081816e-05 7.354073e-05 1.258850e-04
[13,] 1.093726e-05 2.143684e-05 3.993980e-05 7.079498e-05 1.195055e-04
[14,] 1.655599e-05 3.104854e-05 5.548692e-05 9.456219e-05 1.538468e-04
[15,] 3.291646e-05 5.865159e-05 9.981689e-05 1.622536e-04 2.520726e-04
[16,] 6.732142e-05 1.135538e-04 1.836713e-04 2.845664e-04 4.221609e-04
[17,] 1.320208e-04 2.090513e-04 3.190568e-04 4.684459e-04 6.608200e-04
[18,] 2.468850e-04 3.658167e-04 5.243357e-04 7.257496e-04 9.686517e-04
[19,] 4.294271e-04 5.996103e-04 8.108038e-04 1.060786e-03 1.341451e-03
[20,] 6.639030e-04 8.839217e-04 1.139654e-03 1.422751e-03 1.719189e-03
[21,] 8.756284e-04 1.122986e-03 1.394794e-03 1.678721e-03 1.958327e-03
[22,] 9.596286e-04 1.193702e-03 1.438846e-03 1.682685e-03 1.910854e-03
[23,] 8.614367e-04 1.043983e-03 1.227247e-03 1.402113e-03 1.559117e-03
[24,] 6.287312e-04 7.446731e-04 8.567255e-04 9.599498e-04 1.049765e-03
[25,] 3.717300e-04 4.313828e-04 4.871257e-04 5.370897e-04 5.798078e-04
[26,] 1.781365e-04 2.031990e-04 2.260786e-04 2.463789e-04 2.639379e-04
[27,] 7.131607e-05 8.103348e-05 9.020510e-05 9.880656e-05 1.068698e-04
[28,] 3.191637e-05 3.903422e-05 4.691825e-05 5.528724e-05 6.368700e-05
[29,] 3.740876e-05 5.123320e-05 6.720519e-05 8.416733e-05 1.004317e-04
[30,] 8.117862e-05 1.108406e-04 1.439428e-04 1.775705e-04 2.078711e-04
[31,] 1.680272e-04 2.216287e-04 2.785740e-04 3.333383e-04 3.793237e-04
[32,] 2.986083e-04 3.787657e-04 4.590481e-04 5.312911e-04 5.867654e-04
[33,] 4.541407e-04 5.546127e-04 6.487019e-04 7.269419e-04 7.804050e-04
[34,] 5.908072e-04 6.983961e-04 7.925258e-04 8.645492e-04 9.073869e-04
[35,] 6.534840e-04 7.539409e-04 8.372761e-04 8.971491e-04 9.289921e-04
[36,] 6.088196e-04 6.918510e-04 7.592908e-04 8.071456e-04 8.325253e-04
[37,] 4.732990e-04 5.342146e-04 5.844510e-04 6.215108e-04 6.431067e-04
[38,] 3.047683e-04 3.439818e-04 3.775699e-04 4.038102e-04 4.206838e-04
[39,] 1.617506e-04 1.834528e-04 2.028271e-04 2.186852e-04 2.294938e-04
[40,] 7.054576e-05 8.065023e-05 8.996693e-05 9.779272e-05 1.032257e-04
[41,] 2.523848e-05 2.912533e-05 3.277723e-05 3.586455e-05 3.798521e-05
[42,] 7.396804e-06 8.616077e-06 9.768892e-06 1.073713e-05 1.138889e-05
[43,] 1.773706e-06 2.083558e-06 2.377019e-06 2.624997e-06 2.804194e-06
[44,] 3.479370e-07 4.126205e-07 4.766387e-07 5.402690e-07 6.162409e-07
[45,] 5.643246e-08 6.913170e-08 8.606476e-08 1.155185e-07 1.806923e-07
[46,] 8.303148e-09 1.222461e-08 2.129399e-08 4.476064e-08 1.059912e-07
[47,] 1.712601e-09 4.015781e-09 1.061100e-08 2.889742e-08 7.698895e-08
[48,] 7.190029e-10 2.175811e-09 6.430859e-09 1.815220e-08 4.851352e-08
[49,] 3.628723e-10 1.135293e-09 3.361674e-09 9.392395e-09 2.473456e-08
[50,] 1.572955e-10 4.869064e-10 1.420426e-09 3.903762e-09 1.010653e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.742624e-07 5.498480e-07 1.044692e-06 1.880181e-06 3.204062e-06
 [2,] 1.120506e-06 2.166106e-06 3.974231e-06 6.917958e-06 1.142093e-05
 [3,] 3.895906e-06 7.245204e-06 1.280090e-05 2.148560e-05 3.425501e-05
 [4,] 1.158047e-05 2.071881e-05 3.522843e-05 5.694550e-05 8.753838e-05
 [5,] 2.939024e-05 5.072010e-05 8.316518e-05 1.296640e-04 1.923829e-04
 [6,] 6.334572e-05 1.059260e-04 1.682242e-04 2.540186e-04 3.651738e-04
 [7,] 1.152603e-04 1.877794e-04 2.904892e-04 4.273146e-04 5.987631e-04
 [8,] 1.764436e-04 2.816709e-04 4.270698e-04 6.160386e-04 8.471807e-04
 [9,] 2.274968e-04 3.578930e-04 5.351247e-04 7.618911e-04 1.035323e-03
[10,] 2.488693e-04 3.879733e-04 5.754292e-04 8.135639e-04 1.099126e-03
[11,] 2.356372e-04 3.658766e-04 5.411168e-04 7.637644e-04 1.031261e-03
[12,] 2.049612e-04 3.178291e-04 4.701404e-04 6.646553e-04 9.000761e-04
[13,] 1.923449e-04 2.955862e-04 4.344039e-04 6.116472e-04 8.267871e-04
[14,] 2.392747e-04 3.563185e-04 5.089632e-04 6.986545e-04 9.234285e-04
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[26,] 9.510359e-09 3.255628e-09 1.051551e-09 3.203939e-10 9.208304e-11
[27,] 2.468655e-09 8.272908e-10 2.618508e-10 7.823195e-11 2.205238e-11
[28,] 5.240814e-10 1.710968e-10 5.287573e-11 1.545169e-11 4.266584e-12
[29,] 9.275565e-11 2.933113e-11 8.856935e-12 2.569592e-12 7.297325e-13
[30,] 1.725238e-11 6.864803e-12 3.297635e-12 1.900655e-12 1.208056e-12
[31,] 5.212437e-11 4.135444e-11 3.193970e-11 2.363833e-11 1.664034e-11
[32,] 6.259646e-10 5.045826e-10 3.886043e-10 2.845879e-10 1.975786e-10
[33,] 6.276923e-09 5.011030e-09 3.811058e-09 2.751211e-09 1.880830e-09
[34,] 5.066107e-08 3.997287e-08 2.998496e-08 2.132316e-08 1.434895e-08
[35,] 3.287490e-07 2.560231e-07 1.892743e-07 1.325343e-07 8.777449e-08
[36,] 1.714917e-06 1.316964e-06 9.590795e-07 6.611691e-07 4.309775e-07
[37,] 7.195471e-06 5.446005e-06 3.906381e-06 2.651738e-06 1.701967e-06
[38,] 2.432346e-05 1.814316e-05 1.282260e-05 8.576626e-06 5.425235e-06
[39,] 6.646224e-05 4.888699e-05 3.407758e-05 2.249054e-05 1.404553e-05
[40,] 1.476596e-04 1.072688e-04 7.389907e-05 4.824316e-05 2.983123e-05
[41,] 2.693263e-04 1.937703e-04 1.323702e-04 8.580602e-05 5.276020e-05
[42,] 4.091371e-04 2.927316e-04 1.992137e-04 1.288672e-04 7.920303e-05
[43,] 5.272598e-04 3.769980e-04 2.568663e-04 1.666277e-04 1.028324e-04
[44,] 5.870302e-04 4.211090e-04 2.882399e-04 1.879965e-04 1.166928e-04
[45,] 5.706573e-04 4.110855e-04 2.826490e-04 1.851399e-04 1.153346e-04
[46,] 4.830357e-04 3.484966e-04 2.398462e-04 1.571062e-04 9.775466e-05
[47,] 3.508860e-04 2.523153e-04 1.729248e-04 1.126763e-04 6.966055e-05
[48,] 2.146044e-04 1.530338e-04 1.039344e-04 6.705677e-05 4.101548e-05
[49,] 1.086265e-04 7.650412e-05 5.129685e-05 3.266020e-05 1.970488e-05
[50,] 4.493495e-05 3.116561e-05 2.057798e-05 1.290046e-05 7.662513e-06

> 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  
  8.799e+00   -5.653e-06  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/74ff11257352740.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] 252379.6 253835.0 255290.3 256745.7 258201.0 259656.3 261111.7 262567.0
 [9] 264022.4 265477.7 266933.0 268388.4 269843.7 271299.1 272754.4 274209.8
[17] 275665.1 277120.4 278575.8 280031.1 281486.5 282941.8 284397.1 285852.5
[25] 287307.8 288763.2 290218.5 291673.9 293129.2 294584.5 296039.9 297495.2
[33] 298950.6 300405.9 301861.2 303316.6 304771.9 306227.3 307682.6 309138.0
[41] 310593.3 312048.6 313504.0 314959.3 316414.7 317870.0 319325.3 320780.7
[49] 322236.0 323691.4

$yords
 [1] 5.394077 5.459625 5.525173 5.590721 5.656269 5.721817 5.787364 5.852912
 [9] 5.918460 5.984008 6.049556 6.115104 6.180652 6.246200 6.311747 6.377295
[17] 6.442843 6.508391 6.573939 6.639487 6.705035 6.770582 6.836130 6.901678
[25] 6.967226 7.032774 7.098322 7.163870 7.229418 7.294965 7.360513 7.426061
[33] 7.491609 7.557157 7.622705 7.688253 7.753800 7.819348 7.884896 7.950444
[41] 8.015992 8.081540 8.147088 8.212636 8.278183 8.343731 8.409279 8.474827
[49] 8.540375 8.605923

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.205915e-09 3.554756e-09 9.893363e-09 2.600136e-08 6.454396e-08
 [2,] 3.648822e-09 1.060809e-08 2.911563e-08 7.545638e-08 1.846866e-07
 [3,] 9.470160e-09 2.715746e-08 7.351703e-08 1.879013e-07 4.535263e-07
 [4,] 2.108640e-08 5.965615e-08 1.593089e-07 4.016352e-07 9.561317e-07
 [5,] 4.029630e-08 1.124977e-07 2.964321e-07 7.373685e-07 1.731842e-06
 [6,] 6.615084e-08 1.823040e-07 4.741830e-07 1.164286e-06 2.699130e-06
 [7,] 9.347136e-08 2.544228e-07 6.536466e-07 1.585310e-06 3.630432e-06
 [8,] 1.142655e-07 3.073753e-07 7.806578e-07 1.872189e-06 4.240521e-06
 [9,] 1.229349e-07 3.264828e-07 8.197632e-07 1.945702e-06 4.365422e-06
[10,] 1.249526e-07 3.231855e-07 7.958245e-07 1.861513e-06 4.130720e-06
[11,] 1.543963e-07 3.665176e-07 8.477776e-07 1.896330e-06 4.078029e-06
[12,] 3.253072e-07 6.681667e-07 1.361828e-06 2.743101e-06 5.427481e-06
[13,] 9.726557e-07 1.809720e-06 3.320411e-06 6.020509e-06 1.078211e-05
[14,] 2.948026e-06 5.199583e-06 8.971910e-06 1.520223e-05 2.534332e-05
[15,] 8.033696e-06 1.366490e-05 2.261520e-05 3.656532e-05 5.791963e-05
[16,] 1.912728e-05 3.160434e-05 5.059997e-05 7.882175e-05 1.198470e-04
[17,] 3.946097e-05 6.361152e-05 9.903148e-05 1.494871e-04 2.195287e-04
[18,] 7.028340e-05 1.108800e-04 1.684849e-04 2.475162e-04 3.527298e-04
[19,] 1.078195e-04 1.668713e-04 2.482302e-04 3.561537e-04 4.944785e-04
[20,] 1.422285e-04 2.163642e-04 3.158421e-04 4.438797e-04 6.024677e-04
[21,] 1.611554e-04 2.413402e-04 3.464105e-04 4.780598e-04 6.362462e-04
[22,] 1.568038e-04 2.314805e-04 3.272821e-04 4.445283e-04 5.817874e-04
[23,] 1.313083e-04 1.913729e-04 2.670454e-04 3.578859e-04 4.620974e-04
[24,] 9.582097e-05 1.382591e-04 1.910507e-04 2.536547e-04 3.246954e-04
[25,] 6.432295e-05 9.258805e-05 1.277387e-04 1.694946e-04 2.170995e-04
[26,] 4.742341e-05 6.922902e-05 9.685738e-05 1.302628e-04 1.689465e-04
[27,] 4.969541e-05 7.403253e-05 1.053362e-04 1.434651e-04 1.874944e-04
[28,] 6.960545e-05 1.039546e-04 1.477892e-04 2.003871e-04 2.596763e-04
[29,] 9.985254e-05 1.476914e-04 2.076317e-04 2.779384e-04 3.549457e-04
[30,] 1.285687e-04 1.877578e-04 2.604580e-04 3.438083e-04 4.326849e-04
[31,] 1.433724e-04 2.067296e-04 2.831198e-04 3.689542e-04 4.584718e-04
[32,] 1.374976e-04 1.959975e-04 2.654986e-04 3.425060e-04 4.218412e-04
[33,] 1.135223e-04 1.604125e-04 2.157630e-04 2.770320e-04 3.406684e-04
[34,] 8.115596e-05 1.143040e-04 1.538267e-04 1.985996e-04 2.470886e-04
[35,] 5.086091e-05 7.215054e-05 9.849251e-05 1.300738e-04 1.670400e-04
[36,] 2.859615e-05 4.157567e-05 5.876264e-05 8.114303e-05 1.097938e-04
[37,] 1.495710e-05 2.278731e-05 3.404630e-05 4.993095e-05 7.171668e-05
[38,] 7.582130e-06 1.229724e-05 1.955996e-05 3.037378e-05 4.576543e-05
[39,] 3.805670e-06 6.550307e-06 1.095364e-05 1.767912e-05 2.737413e-05
[40,] 1.861445e-06 3.336140e-06 5.741191e-06 9.437455e-06 1.475860e-05
[41,] 8.526434e-07 1.558250e-06 2.710599e-06 4.473937e-06 6.991053e-06
[42,] 3.520525e-07 6.464690e-07 1.124160e-06 1.848151e-06 2.869423e-06
[43,] 1.277525e-07 2.337479e-07 4.039453e-07 6.587970e-07 1.013487e-06
[44,] 4.017846e-08 7.293921e-08 1.249035e-07 2.016910e-07 3.070649e-07
[45,] 1.087527e-08 1.954832e-08 3.312674e-08 5.291939e-08 7.970270e-08
[46,] 2.524979e-09 4.489774e-09 7.525103e-09 1.189031e-08 1.772151e-08
[47,] 5.020882e-10 8.828609e-10 1.463449e-09 2.288123e-09 3.379184e-09
[48,] 8.545399e-11 1.485970e-10 2.437257e-10 3.776052e-10 5.545635e-10
[49,] 1.244755e-11 2.141728e-11 3.481133e-11 5.364934e-11 7.910212e-11
[50,] 1.552637e-12 2.647750e-12 4.283123e-12 6.637955e-12 1.009226e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.513649e-07 3.354465e-07 7.027281e-07 1.392117e-06 2.608974e-06
 [2,] 4.270184e-07 9.329277e-07 1.926534e-06 3.761757e-06 6.948201e-06
 [3,] 1.033969e-06 2.227219e-06 4.534241e-06 8.727515e-06 1.588925e-05
 [4,] 2.149802e-06 4.566577e-06 9.167068e-06 1.739703e-05 3.122534e-05
 [5,] 3.841460e-06 8.049433e-06 1.593862e-05 2.983397e-05 5.281171e-05
 [6,] 5.909349e-06 1.222151e-05 2.388455e-05 4.412427e-05 7.708949e-05
 [7,] 7.851979e-06 1.604349e-05 3.097858e-05 5.655053e-05 9.763962e-05
 [8,] 9.073507e-06 1.834624e-05 3.506638e-05 6.338625e-05 1.084144e-04
 [9,] 9.259817e-06 1.857461e-05 3.524848e-05 6.331037e-05 1.076936e-04
[10,] 8.689663e-06 1.732603e-05 3.274607e-05 5.868723e-05 9.979723e-05
[11,] 8.396576e-06 1.650862e-05 3.094580e-05 5.526664e-05 9.402888e-05
[12,] 1.047985e-05 1.963272e-05 3.552055e-05 6.186333e-05 1.034993e-04
[13,] 1.901995e-05 3.291533e-05 5.564019e-05 9.151173e-05 1.459814e-04
[14,] 4.156521e-05 6.695606e-05 1.056632e-04 1.628953e-04 2.447048e-04
[15,] 8.998831e-05 1.370895e-04 2.044822e-04 2.980533e-04 4.237296e-04
[16,] 1.782090e-04 2.592900e-04 3.689134e-04 5.125924e-04 6.945217e-04
[17,] 3.143894e-04 4.395859e-04 6.001199e-04 7.993239e-04 1.037596e-03
[18,] 4.888897e-04 6.600990e-04 8.687335e-04 1.114130e-03 1.391428e-03
[19,] 6.661257e-04 8.723257e-04 1.111563e-03 1.378470e-03 1.663162e-03
[20,] 7.918672e-04 1.009965e-03 1.251520e-03 1.507547e-03 1.765282e-03
[21,] 8.188470e-04 1.021316e-03 1.236366e-03 1.453866e-03 1.661261e-03
[22,] 7.357644e-04 9.012730e-04 1.071272e-03 1.237054e-03 1.388758e-03
[23,] 5.766035e-04 6.972107e-04 8.187883e-04 9.354702e-04 1.040947e-03
[24,] 4.021176e-04 4.833779e-04 5.655897e-04 6.455789e-04 7.198809e-04
[25,] 2.694451e-04 3.252006e-04 3.828687e-04 4.407260e-04 4.966759e-04
[26,] 2.120069e-04 2.582168e-04 3.060708e-04 3.537725e-04 3.991858e-04
[27,] 2.357286e-04 2.858264e-04 3.349959e-04 3.802155e-04 4.184788e-04
[28,] 3.223093e-04 3.839825e-04 4.399290e-04 4.854935e-04 5.167259e-04
[29,] 4.333160e-04 5.066666e-04 5.684238e-04 6.127321e-04 6.352840e-04
[30,] 5.202128e-04 5.986981e-04 6.607488e-04 7.003369e-04 7.136306e-04
[31,] 5.444534e-04 6.192956e-04 6.761500e-04 7.098556e-04 7.175264e-04
[32,] 4.973859e-04 5.630275e-04 6.135119e-04 6.449913e-04 6.552381e-04
[33,] 4.026748e-04 4.591772e-04 5.067797e-04 5.426236e-04 5.642743e-04
[34,] 2.975966e-04 3.483548e-04 3.973575e-04 4.420174e-04 4.788985e-04
[35,] 2.094228e-04 2.568298e-04 3.079170e-04 3.598424e-04 4.080372e-04
[36,] 1.455986e-04 1.887278e-04 2.379822e-04 2.902571e-04 3.404594e-04
[37,] 1.004072e-04 1.362020e-04 1.779114e-04 2.225610e-04 2.654553e-04
[38,] 6.648041e-05 9.256521e-05 1.229530e-04 1.552368e-04 1.858125e-04
[39,] 4.046005e-05 5.686549e-05 7.578594e-05 9.558586e-05 1.139469e-04
[40,] 2.189179e-05 3.073621e-05 4.078789e-05 5.111297e-05 6.045874e-05
[41,] 1.032655e-05 1.440404e-05 1.896099e-05 2.354947e-05 2.760296e-05
[42,] 4.204240e-06 5.810830e-06 7.575375e-06 9.318352e-06 1.082874e-05
[43,] 1.470313e-06 2.011535e-06 2.596307e-06 3.165567e-06 3.657685e-06
[44,] 4.407970e-07 5.969220e-07 7.635554e-07 9.255866e-07 1.071400e-06
[45,] 1.132336e-07 1.519526e-07 1.932411e-07 2.346894e-07 2.769167e-07
[46,] 2.494792e-08 3.328470e-08 4.241634e-08 5.254370e-08 6.555990e-08
[47,] 4.729953e-09 6.325683e-09 8.230911e-09 1.081385e-08 1.523987e-08
[48,] 7.785458e-10 1.065024e-09 1.477041e-09 2.216484e-09 3.839082e-09
[49,] 1.139332e-10 1.674948e-10 2.701547e-10 5.120190e-10 1.143194e-09
[50,] 1.583582e-11 2.784742e-11 5.888881e-11 1.479418e-10 4.092222e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.627824e-06 7.773742e-06 1.237341e-05 1.867406e-05 2.674134e-05
 [2,] 1.214590e-05 2.010474e-05 3.153134e-05 4.688690e-05 6.615151e-05
 [3,] 2.737486e-05 4.465544e-05 6.901425e-05 1.011213e-04 1.405759e-04
 [4,] 5.303195e-05 8.527221e-05 1.298946e-04 1.875839e-04 2.570169e-04
 [5,] 8.845497e-05 1.402602e-04 2.106932e-04 3.000506e-04 4.054452e-04
 [6,] 1.274359e-04 1.994468e-04 2.957362e-04 4.157934e-04 5.548273e-04
 [7,] 1.595399e-04 2.468607e-04 3.620065e-04 5.035856e-04 6.653011e-04
 [8,] 1.755667e-04 2.694004e-04 3.920759e-04 5.418420e-04 7.121130e-04
 [9,] 1.736282e-04 2.655751e-04 3.858538e-04 5.333365e-04 7.027188e-04
[10,] 1.611608e-04 2.474381e-04 3.617357e-04 5.045092e-04 6.729127e-04
[11,] 1.524723e-04 2.358594e-04 3.485421e-04 4.929698e-04 6.689649e-04
[12,] 1.661577e-04 2.559004e-04 3.782574e-04 5.372113e-04 7.343016e-04
[13,] 2.253562e-04 3.361874e-04 4.843461e-04 6.739270e-04 9.062297e-04
[14,] 3.574885e-04 5.072012e-04 6.983527e-04 9.329510e-04 1.209620e-03
[15,] 5.866581e-04 7.902737e-04 1.035419e-03 1.319691e-03 1.637136e-03
[16,] 9.165248e-04 1.177245e-03 1.471819e-03 1.792131e-03 2.127525e-03
[17,] 1.311437e-03 1.613204e-03 1.931816e-03 2.254262e-03 2.567434e-03
[18,] 1.691118e-03 1.999736e-03 2.301761e-03 2.582285e-03 2.829539e-03
[19,] 1.951549e-03 2.226974e-03 2.472989e-03 2.676539e-03 2.830453e-03
[20,] 2.009166e-03 2.222983e-03 2.392798e-03 2.509854e-03 2.572394e-03
[21,] 1.844792e-03 1.991493e-03 2.091585e-03 2.140557e-03 2.140193e-03
[22,] 1.516331e-03 1.610905e-03 1.666319e-03 1.680362e-03 1.655344e-03
[23,] 1.128923e-03 1.193766e-03 1.231280e-03 1.239463e-03 1.219062e-03
[24,] 7.847649e-04 8.363954e-04 8.712239e-04 8.866253e-04 8.816664e-04
[25,] 5.481171e-04 5.919811e-04 6.250743e-04 6.447595e-04 6.498275e-04
[26,] 4.398412e-04 4.731196e-04 4.966920e-04 5.091815e-04 5.108452e-04
[27,] 4.471002e-04 4.641221e-04 4.688083e-04 4.621066e-04 4.468748e-04
[28,] 5.309600e-04 5.273419e-04 5.072196e-04 4.742494e-04 4.340598e-04
[29,] 6.339926e-04 6.094425e-04 5.650299e-04 5.066744e-04 4.420271e-04
[30,] 6.995297e-04 6.598846e-04 5.993672e-04 5.249342e-04 4.448647e-04
[31,] 6.988083e-04 6.558767e-04 5.932147e-04 5.171387e-04 4.350263e-04
[32,] 6.436592e-04 6.112757e-04 5.607268e-04 4.962087e-04 4.231831e-04
[33,] 5.696841e-04 5.574356e-04 5.272661e-04 4.806375e-04 4.210050e-04
[34,] 5.038448e-04 5.126733e-04 5.023091e-04 4.719490e-04 4.237409e-04
[35,] 4.466054e-04 4.694381e-04 4.717866e-04 4.517493e-04 4.110795e-04
[36,] 3.821272e-04 4.087438e-04 4.154083e-04 4.002919e-04 3.653232e-04
[37,] 3.008633e-04 3.232515e-04 3.287262e-04 3.161945e-04 2.878136e-04
[38,] 2.104754e-04 2.253748e-04 2.280560e-04 2.182386e-04 1.980555e-04
[39,] 1.282939e-04 1.364183e-04 1.371216e-04 1.306708e-04 1.189177e-04
[40,] 6.750977e-05 7.123879e-05 7.125663e-05 6.805920e-05 6.310487e-05
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[20,] 8.799954e-04 7.227876e-04 5.741125e-04 4.404355e-04 3.270648e-04
[21,] 6.582695e-04 5.395913e-04 4.255327e-04 3.220475e-04 2.338898e-04
[22,] 4.483287e-04 3.640293e-04 2.836464e-04 2.114777e-04 1.506842e-04
[23,] 2.882635e-04 2.282340e-04 1.734371e-04 1.261490e-04 8.766515e-05
[24,] 1.900451e-04 1.431807e-04 1.036922e-04 7.206969e-05 4.800236e-05
[25,] 1.392390e-04 9.819964e-05 6.642546e-05 4.312445e-05 2.688096e-05
[26,] 1.114725e-04 7.431511e-05 4.719663e-05 2.860130e-05 1.656815e-05
[27,] 8.857111e-05 5.697991e-05 3.471650e-05 2.005434e-05 1.099865e-05
[28,] 6.438197e-05 4.052496e-05 2.408585e-05 1.352349e-05 7.177843e-06
[29,] 4.112761e-05 2.549666e-05 1.490920e-05 8.225408e-06 4.283371e-06
[30,] 2.286541e-05 1.403796e-05 8.139519e-06 4.462135e-06 2.317738e-06
[31,] 1.162515e-05 7.253546e-06 4.329167e-06 2.490562e-06 1.399544e-06
[32,] 7.546291e-06 5.342741e-06 3.732724e-06 2.601500e-06 1.835568e-06
[33,] 1.120476e-05 9.229053e-06 7.434719e-06 5.920036e-06 4.727200e-06
[34,] 2.576560e-05 2.212265e-05 1.854362e-05 1.540325e-05 1.288344e-05
[35,] 5.723457e-05 4.980987e-05 4.265579e-05 3.654254e-05 3.175742e-05
[36,] 1.118508e-04 9.886975e-05 8.689947e-05 7.713774e-05 6.978940e-05
[37,] 1.913876e-04 1.732181e-04 1.575391e-04 1.457013e-04 1.373488e-04
[38,] 2.900665e-04 2.716018e-04 2.576981e-04 2.491260e-04 2.442107e-04
[39,] 3.977985e-04 3.895644e-04 3.877549e-04 3.915000e-04 3.970536e-04
[40,] 5.095024e-04 5.257281e-04 5.487002e-04 5.749884e-04 5.985112e-04
[41,] 6.314923e-04 6.852417e-04 7.432664e-04 7.993501e-04 8.456490e-04
[42,] 7.736870e-04 8.711790e-04 9.673325e-04 1.053853e-03 1.122448e-03
[43,] 9.286654e-04 1.065416e-03 1.193131e-03 1.302833e-03 1.387285e-03
[44,] 1.057018e-03 1.217657e-03 1.361785e-03 1.481248e-03 1.570912e-03
[45,] 1.100626e-03 1.263085e-03 1.404374e-03 1.518223e-03 1.601807e-03
[46,] 1.020855e-03 1.163744e-03 1.285145e-03 1.380985e-03 1.450196e-03
[47,] 8.299585e-04 9.396631e-04 1.031477e-03 1.103175e-03 1.154580e-03
[48,] 5.863326e-04 6.599939e-04 7.212907e-04 7.691820e-04 8.036840e-04
[49,] 3.584021e-04 4.017371e-04 4.379556e-04 4.666031e-04 4.875862e-04
[50,] 1.892122e-04 2.115949e-04 2.305694e-04 2.459141e-04 2.574306e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.913066e-04 3.169092e-04 3.375266e-04 3.525825e-04 3.610827e-04
 [2,] 5.749566e-04 6.191413e-04 6.527056e-04 6.747808e-04 6.837936e-04
 [3,] 1.018208e-03 1.081941e-03 1.125165e-03 1.147235e-03 1.146536e-03
 [4,] 1.635148e-03 1.709696e-03 1.748601e-03 1.752842e-03 1.722288e-03
 [5,] 2.404568e-03 2.469929e-03 2.479861e-03 2.439198e-03 2.351663e-03
 [6,] 3.262108e-03 3.292462e-03 3.245924e-03 3.133395e-03 2.964725e-03
 [7,] 4.099631e-03 4.074402e-03 3.954113e-03 3.756579e-03 3.498549e-03
 [8,] 4.777815e-03 4.691780e-03 4.501076e-03 4.228902e-03 3.897275e-03
 [9,] 5.158206e-03 5.024177e-03 4.787725e-03 4.473629e-03 4.105423e-03
[10,] 5.148992e-03 4.992020e-03 4.746463e-03 4.433902e-03 4.074889e-03
[11,] 4.743239e-03 4.590613e-03 4.371019e-03 4.098938e-03 3.788487e-03
[12,] 4.026897e-03 3.899112e-03 3.728181e-03 3.519927e-03 3.280828e-03
[13,] 3.150453e-03 3.056027e-03 2.939715e-03 2.799780e-03 2.636120e-03
[14,] 2.278418e-03 2.213252e-03 2.142647e-03 2.060099e-03 1.961202e-03
[15,] 1.539844e-03 1.490824e-03 1.448151e-03 1.403504e-03 1.350409e-03
[16,] 9.985255e-04 9.501785e-04 9.164783e-04 8.892807e-04 8.615254e-04
[17,] 6.506639e-04 5.923696e-04 5.543777e-04 5.295438e-04 5.109517e-04
[18,] 4.466316e-04 3.770455e-04 3.308002e-04 3.018444e-04 2.837420e-04
[19,] 3.242761e-04 2.506360e-04 2.004208e-04 1.685620e-04 1.493570e-04
[20,] 2.368762e-04 1.698614e-04 1.235028e-04 9.367082e-05 7.565157e-05
[21,] 1.636076e-04 1.112859e-04 7.497027e-05 5.147502e-05 3.723764e-05
[22,] 1.027297e-04 6.735091e-05 4.295769e-05 2.723871e-05 1.774504e-05
[23,] 5.818428e-05 3.695558e-05 2.260178e-05 1.349284e-05 8.060811e-06
[24,] 3.060814e-05 1.868641e-05 1.094995e-05 6.203118e-06 3.450578e-06
[25,] 1.609020e-05 9.250448e-06 5.113047e-06 2.726047e-06 1.413631e-06
[26,] 9.190857e-06 4.891020e-06 2.501656e-06 1.233053e-06 5.885390e-07
[27,] 5.736589e-06 2.851023e-06 1.353231e-06 6.151497e-07 2.688500e-07
[28,] 3.604668e-06 1.714784e-06 7.739144e-07 3.320642e-07 1.358712e-07
[29,] 2.106985e-06 9.802691e-07 4.323999e-07 1.817062e-07 7.346966e-08
[30,] 1.145532e-06 5.434129e-07 2.517813e-07 1.177156e-07 5.834238e-08
[31,] 7.853271e-07 4.545418e-07 2.812995e-07 1.899563e-07 1.384053e-07
[32,] 1.333273e-06 1.009495e-06 7.973561e-07 6.484149e-07 5.314895e-07
[33,] 3.838135e-06 3.190275e-06 2.702747e-06 2.301846e-06 1.937490e-06
[34,] 1.097300e-05 9.526606e-06 8.349468e-06 7.273292e-06 6.200561e-06
[35,] 2.815048e-05 2.530573e-05 2.275364e-05 2.014354e-05 1.732807e-05
[36,] 6.425093e-05 5.951641e-05 5.462307e-05 4.897540e-05 4.246463e-05
[37,] 1.308998e-04 1.243468e-04 1.160446e-04 1.052123e-04 9.203611e-05
[38,] 2.397897e-04 2.325357e-04 2.201220e-04 2.018475e-04 1.786081e-04
[39,] 3.993317e-04 3.937354e-04 3.775705e-04 3.506287e-04 3.148842e-04
[40,] 6.125524e-04 6.118215e-04 5.938162e-04 5.591221e-04 5.107593e-04
[41,] 8.748303e-04 8.818870e-04 8.650300e-04 8.255188e-04 7.667541e-04
[42,] 1.166561e-03 1.182418e-03 1.169113e-03 1.127961e-03 1.061632e-03
[43,] 1.441861e-03 1.464480e-03 1.454826e-03 1.413442e-03 1.341291e-03
[44,] 1.628467e-03 1.653291e-03 1.645078e-03 1.603023e-03 1.526105e-03
[45,] 1.654648e-03 1.676842e-03 1.667546e-03 1.624599e-03 1.545548e-03
[46,] 1.493167e-03 1.509892e-03 1.498793e-03 1.456885e-03 1.381284e-03
[47,] 1.186060e-03 1.197075e-03 1.185538e-03 1.148405e-03 1.083261e-03
[48,] 8.247439e-04 8.313524e-04 8.213978e-04 7.924044e-04 7.428479e-04
[49,] 5.004993e-04 5.042244e-04 4.970578e-04 4.773562e-04 4.444231e-04
[50,] 2.646240e-04 2.665920e-04 2.622173e-04 2.506063e-04 2.315800e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.616031e-04 3.526869e-04 3.334834e-04 3.043299e-04 2.669980e-04
 [2,] 6.774988e-04 6.537357e-04 6.115631e-04 5.522201e-04 4.794411e-04
 [3,] 1.120531e-03 1.066935e-03 9.854240e-04 8.789973e-04 7.542952e-04
 [4,] 1.655607e-03 1.551758e-03 1.412184e-03 1.242500e-03 1.052758e-03
 [5,] 2.219372e-03 2.044345e-03 1.830961e-03 1.587827e-03 1.328021e-03
 [6,] 2.747480e-03 2.488152e-03 2.194556e-03 1.877814e-03 1.552719e-03
 [7,] 3.193582e-03 2.852677e-03 2.486447e-03 2.107208e-03 1.729714e-03
 [8,] 3.524130e-03 3.123322e-03 2.706537e-03 2.285594e-03 1.873764e-03
 [9,] 3.702067e-03 3.277503e-03 2.842394e-03 2.406695e-03 1.981582e-03
[10,] 3.685697e-03 3.277693e-03 2.858975e-03 2.437108e-03 2.021446e-03
[11,] 3.450683e-03 3.092838e-03 2.720048e-03 2.337804e-03 1.954299e-03
[12,] 3.015997e-03 2.728668e-03 2.421381e-03 2.098171e-03 1.766495e-03
[13,] 2.448906e-03 2.238138e-03 2.004466e-03 1.750816e-03 1.483805e-03
[14,] 1.842793e-03 1.702601e-03 1.539806e-03 1.356193e-03 1.157137e-03
[15,] 1.283796e-03 1.199864e-03 1.096551e-03 9.744088e-04 8.372767e-04
[16,] 8.272176e-04 7.815975e-04 7.216630e-04 6.468618e-04 5.595235e-04
[17,] 4.923236e-04 4.684897e-04 4.359529e-04 3.934038e-04 3.419267e-04
[18,] 2.704235e-04 2.568373e-04 2.394681e-04 2.166526e-04 1.885900e-04
[19,] 1.373776e-04 1.281389e-04 1.184966e-04 1.067782e-04 9.266580e-05
[20,] 6.500620e-05 5.812823e-05 5.249446e-05 4.667018e-05 4.014249e-05
[21,] 2.898325e-05 2.410787e-05 2.080400e-05 1.800501e-05 1.522942e-05
[22,] 1.230785e-05 9.249469e-06 7.421763e-06 6.136397e-06 5.047949e-06
[23,] 4.997702e-06 3.332148e-06 2.415891e-06 1.861409e-06 1.465329e-06
[24,] 1.938410e-06 1.143374e-06 7.321294e-07 5.103969e-07 3.756775e-07
[25,] 7.257481e-07 3.805849e-07 2.123802e-07 1.299172e-07 8.658992e-08
[26,] 2.748089e-07 1.281284e-07 6.178403e-08 3.218823e-08 1.860468e-08
[27,] 1.136981e-07 4.710051e-08 1.957120e-08 8.492597e-09 4.043361e-09
[28,] 5.328222e-08 2.020866e-08 7.543613e-09 2.861989e-09 1.158935e-09
[29,] 2.916330e-08 1.179114e-08 5.118499e-09 2.491919e-09 1.357270e-09
[30,] 3.214249e-08 1.985778e-08 1.323774e-08 9.035587e-09 6.075157e-09
[31,] 1.051017e-07 8.017712e-08 5.982490e-08 4.297322e-08 2.946725e-08
[32,] 4.299364e-07 3.376674e-07 2.547254e-07 1.834106e-07 1.256558e-07
[33,] 1.587668e-06 1.252917e-06 9.458079e-07 6.805761e-07 4.662580e-07
[34,] 5.111552e-06 4.043123e-06 3.055585e-06 2.203000e-06 1.515808e-06
[35,] 1.435466e-05 1.139376e-05 8.647712e-06 6.277464e-06 4.365976e-06
[36,] 3.539358e-05 2.828483e-05 2.167124e-05 1.594503e-05 1.129623e-05
[37,] 7.742975e-05 6.262081e-05 4.875171e-05 3.662326e-05 2.661686e-05
[38,] 1.523692e-04 1.254416e-04 9.985809e-05 7.702207e-05 5.764418e-05
[39,] 2.736085e-04 2.303517e-04 1.881651e-04 1.492324e-04 1.148570e-04
[40,] 4.530355e-04 3.904389e-04 3.269236e-04 2.656488e-04 2.090117e-04
[41,] 6.931892e-04 6.095279e-04 5.203725e-04 4.301743e-04 3.432026e-04
[42,] 9.735822e-04 8.679811e-04 7.499509e-04 6.257061e-04 5.022374e-04
[43,] 1.240092e-03 1.113192e-03 9.663963e-04 8.081050e-04 6.484655e-04
[44,] 1.414408e-03 1.270796e-03 1.102043e-03 9.187027e-04 7.335976e-04
[45,] 1.429658e-03 1.279934e-03 1.104129e-03 9.141476e-04 7.240014e-04
[46,] 1.271395e-03 1.130730e-03 9.674671e-04 7.934258e-04 6.218106e-04
[47,] 9.901850e-04 8.730145e-04 7.393902e-04 5.995214e-04 4.641331e-04
[48,] 6.734416e-04 5.877884e-04 4.920798e-04 3.939433e-04 3.008789e-04
[49,] 3.992261e-04 3.446075e-04 2.848775e-04 2.249469e-04 1.693239e-04
[50,] 2.059921e-04 1.757216e-04 1.433353e-04 1.115497e-04 8.268920e-05
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.244848e-04 1.804281e-04 1.383654e-04 1.010900e-04 7.027884e-05
 [2,] 3.989619e-04 3.174023e-04 2.409462e-04 1.742573e-04 1.199171e-04
 [3,] 6.206888e-04 4.884865e-04 3.669283e-04 2.626318e-04 1.788847e-04
 [4,] 8.560985e-04 6.663183e-04 4.952640e-04 3.509239e-04 2.366894e-04
 [5,] 1.067485e-03 8.222242e-04 6.053898e-04 4.252427e-04 2.845067e-04
 [6,] 1.236221e-03 9.446928e-04 6.910617e-04 4.828490e-04 3.216459e-04
 [7,] 1.370139e-03 1.043773e-03 7.624506e-04 5.327043e-04 3.552302e-04
 [8,] 1.485471e-03 1.134585e-03 8.321137e-04 5.843080e-04 3.918738e-04
 [9,] 1.579849e-03 1.214634e-03 8.971696e-04 6.345796e-04 4.286309e-04
[10,] 1.623905e-03 1.257843e-03 9.356291e-04 6.660108e-04 4.523786e-04
[11,] 1.581200e-03 1.232439e-03 9.215595e-04 6.587688e-04 4.488941e-04
[12,] 1.437750e-03 1.125931e-03 8.449132e-04 6.054684e-04 4.131834e-04
[13,] 1.213968e-03 9.543765e-04 7.180906e-04 5.154076e-04 3.519529e-04
[14,] 9.516082e-04 7.508869e-04 5.663198e-04 4.069629e-04 2.779531e-04
[15,] 6.921559e-04 5.480577e-04 4.141359e-04 2.977673e-04 2.032509e-04
[16,] 4.646299e-04 3.688192e-04 2.788973e-04 2.003717e-04 1.364902e-04
[17,] 2.846902e-04 2.261188e-04 1.707820e-04 1.223635e-04 8.302309e-05
[18,] 1.569957e-04 1.244568e-04 9.367061e-05 6.679069e-05 4.505038e-05
[19,] 7.686691e-05 6.065409e-05 4.538845e-05 3.214562e-05 2.151823e-05
[20,] 3.305193e-05 2.588957e-05 1.922300e-05 1.350070e-05 8.956987e-06
[21,] 1.238914e-05 9.605723e-06 7.063300e-06 4.912558e-06 3.226867e-06
[22,] 4.032321e-06 3.083909e-06 2.241188e-06 1.541659e-06 1.001733e-06
[23,] 1.138946e-06 8.550595e-07 6.125542e-07 4.161386e-07 2.672516e-07
[24,] 2.801305e-07 2.048748e-07 1.441149e-07 9.649743e-08 6.118672e-08
[25,] 6.055730e-08 4.259197e-08 2.922412e-08 1.922384e-08 1.201547e-08
[26,] 1.175448e-08 7.764605e-09 5.131877e-09 3.296148e-09 2.024907e-09
[27,] 2.169815e-09 1.283959e-09 7.952472e-10 4.918271e-10 2.949654e-10
[28,] 5.253950e-10 2.691138e-10 1.497371e-10 8.572594e-11 4.849904e-11
[29,] 7.897587e-10 4.661316e-10 2.695225e-10 1.499322e-10 7.960626e-11
[30,] 3.938236e-09 2.436552e-09 1.432801e-09 7.999932e-10 4.244021e-10
[31,] 1.921266e-08 1.189463e-08 6.994199e-09 3.911506e-09 2.085208e-09
[32,] 8.182909e-08 5.067664e-08 2.989365e-08 1.683870e-08 9.086378e-09
[33,] 3.042700e-07 1.894632e-07 1.128720e-07 6.454997e-08 3.556635e-08
[34,] 9.971432e-07 6.288709e-07 3.815249e-07 2.234407e-07 1.267094e-07
[35,] 2.917434e-06 1.879177e-06 1.170494e-06 7.067934e-07 4.142778e-07
[36,] 7.728998e-06 5.121318e-06 3.292294e-06 2.054350e-06 1.242975e-06
[37,] 1.875487e-05 1.282589e-05 8.510020e-06 5.468883e-06 3.394576e-06
[38,] 4.187198e-05 2.948872e-05 2.008947e-05 1.319844e-05 8.333525e-06
[39,] 8.564171e-05 6.169937e-05 4.280800e-05 2.850585e-05 1.815954e-05
[40,] 1.587552e-04 1.160134e-04 8.129085e-05 5.444779e-05 3.476651e-05
[41,] 2.633330e-04 1.936577e-04 1.360872e-04 9.114403e-05 5.805617e-05
[42,] 3.864815e-04 2.842416e-04 1.992767e-04 1.328975e-04 8.416634e-05
[43,] 4.977313e-04 3.644240e-04 2.539584e-04 1.681510e-04 1.056376e-04
[44,] 5.594431e-04 4.064664e-04 2.808247e-04 1.842202e-04 1.146093e-04
[45,] 5.470457e-04 3.934998e-04 2.690150e-04 1.745622e-04 1.074030e-04
[46,] 4.645685e-04 3.302663e-04 2.230808e-04 1.430011e-04 8.691477e-05
[47,] 3.423493e-04 2.401987e-04 1.600980e-04 1.012674e-04 6.073797e-05
[48,] 2.188356e-04 1.513558e-04 9.943817e-05 6.200006e-05 3.666022e-05
[49,] 1.213134e-04 8.263059e-05 5.345788e-05 3.282415e-05 1.911649e-05
[50,] 5.831182e-05 3.908253e-05 2.487742e-05 1.503002e-05 8.614190e-06

> 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  
  8.527e+00   -4.803e-06  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1p6i01257352740.ps tmp/1p6i01257352740.png")
> system("convert tmp/25tdd1257352740.ps tmp/25tdd1257352740.png")
> system("convert tmp/35gum1257352740.ps tmp/35gum1257352740.png")
> system("convert tmp/4qnus1257352740.ps tmp/4qnus1257352740.png")
> system("convert tmp/5k5t31257352740.ps tmp/5k5t31257352740.png")
> system("convert tmp/60jd61257352740.ps tmp/60jd61257352740.png")
> system("convert tmp/74ff11257352740.ps tmp/74ff11257352740.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.023   1.313   4.279