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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> z <- c(23.2,23.2,20.9,20.9,20.9,19.8,19.8,19.8,20.6,20.6,20.6,21.1,21.1,21.1,22.4,22.4,22.4,20.5,20.5,20.5,18.4,18.4,18.4,17.6,17.6,17.6,18.5,18.5,18.5,17.3,17.3,17.3,16.2,16.2,16.2,18.5,18.5,18.5,16.3,16.3,16.3,16.8,16.8,16.8,14.8,14.8,14.8,21.4,21.4,21.4,16.1,16.1,16.1,19.6,19.6,19.6,18.9,18.9,18.9,18.9,18.9)
> y <- c(9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.5,8.2,8.1,7.9,8.6,8.7,8.7,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8,8.2,8.1,8.1,8,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.4,6.1,6.5,7.7,7.9,7.5,6.9,6.6,6.9,7.7,8,8,7.7,7.3,7.4,8.1,8.3)
> x <- c(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)
> par7 = 'totaal aantal mannelijke < 25j'
> par6 = 'totaal aantal werkzoekenden'
> par5 = 'Totaal aantal mannen'
> 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/1v1hw1257153955.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/2jtm01257153955.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/3x2re1257153955.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/4tbhb1257153955.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/5jukf1257153955.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  
     1.2255       0.9244  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6y7j11257153955.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1] 5.693077 5.774992 5.856908 5.938823 6.020738 6.102653 6.184568 6.266484
 [9] 6.348399 6.430314 6.512229 6.594145 6.676060 6.757975 6.839890 6.921805
[17] 7.003721 7.085636 7.167551 7.249466 7.331382 7.413297 7.495212 7.577127
[25] 7.659042 7.740958 7.822873 7.904788 7.986703 8.068618 8.150534 8.232449
[33] 8.314364 8.396279 8.478195 8.560110 8.642025 8.723940 8.805855 8.887771
[41] 8.969686 9.051601 9.133516 9.215432 9.297347 9.379262 9.461177 9.543092
[49] 9.625008 9.706923

$yords
 [1] 13.20954 13.44589 13.68223 13.91858 14.15492 14.39127 14.62762 14.86396
 [9] 15.10031 15.33665 15.57300 15.80934 16.04569 16.28203 16.51838 16.75472
[17] 16.99107 17.22741 17.46376 17.70010 17.93645 18.17279 18.40914 18.64548
[25] 18.88183 19.11817 19.35452 19.59086 19.82721 20.06355 20.29990 20.53624
[33] 20.77259 21.00893 21.24528 21.48162 21.71797 21.95431 22.19066 22.42700
[41] 22.66335 22.89969 23.13604 23.37238 23.60873 23.84508 24.08142 24.31777
[49] 24.55411 24.79046

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.061714e-01 7.680902e-01 7.447332e-01 6.400103e-01 4.857578e-01
 [2,] 9.268602e-01 1.102329e+00 1.189056e+00 1.150166e+00 9.899305e-01
 [3,] 1.109833e+00 1.384070e+00 1.606490e+00 1.708169e+00 1.641167e+00
 [4,] 1.299028e+00 1.639111e+00 1.961416e+00 2.205310e+00 2.295430e+00
 [5,] 1.498667e+00 1.922032e+00 2.322357e+00 2.660830e+00 2.881683e+00
 [6,] 1.612704e+00 2.180154e+00 2.717003e+00 3.164493e+00 3.480363e+00
 [7,] 1.527218e+00 2.250358e+00 3.001661e+00 3.664983e+00 4.149984e+00
 [8,] 1.238490e+00 2.024808e+00 2.966395e+00 3.920984e+00 4.721373e+00
 [9,] 8.633824e-01 1.573070e+00 2.558808e+00 3.728112e+00 4.893121e+00
[10,] 5.345854e-01 1.076720e+00 1.941064e+00 3.131182e+00 4.528698e+00
[11,] 3.122637e-01 6.802252e-01 1.338918e+00 2.372244e+00 3.775877e+00
[12,] 1.833126e-01 4.206218e-01 8.823480e-01 1.684320e+00 2.912869e+00
[13,] 1.098641e-01 2.624088e-01 5.768653e-01 1.163316e+00 2.145265e+00
[14,] 6.612184e-02 1.622130e-01 3.722622e-01 7.883142e-01 1.533163e+00
[15,] 4.347532e-02 1.004255e-01 2.322407e-01 5.121499e-01 1.049423e+00
[16,] 3.880709e-02 7.368336e-02 1.507734e-01 3.216727e-01 6.756362e-01
[17,] 4.558471e-02 7.608236e-02 1.278375e-01 2.281150e-01 4.362653e-01
[18,] 5.466309e-02 9.268908e-02 1.470209e-01 2.256347e-01 3.538413e-01
[19,] 5.997826e-02 1.075875e-01 1.786123e-01 2.746599e-01 3.977490e-01
[20,] 6.081198e-02 1.136934e-01 1.992507e-01 3.247963e-01 4.897601e-01
[21,] 5.811054e-02 1.120486e-01 2.034158e-01 3.479023e-01 5.570885e-01
[22,] 5.109651e-02 1.034698e-01 1.945348e-01 3.436954e-01 5.737460e-01
[23,] 3.920288e-02 8.610675e-02 1.720366e-01 3.172299e-01 5.477378e-01
[24,] 2.504311e-02 6.125223e-02 1.341555e-01 2.659423e-01 4.839237e-01
[25,] 1.294783e-02 3.581379e-02 8.789887e-02 1.926546e-01 3.807523e-01
[26,] 5.341142e-03 1.683847e-02 4.687953e-02 1.156740e-01 2.544313e-01
[27,] 1.746261e-03 6.298190e-03 2.001225e-02 5.613421e-02 1.394630e-01
[28,] 4.511447e-04 1.864782e-03 6.782520e-03 2.173312e-02 6.147181e-02
[29,] 9.197447e-05 4.360684e-04 1.818129e-03 6.671213e-03 2.156900e-02
[30,] 1.478758e-05 8.045347e-05 3.848001e-04 1.618809e-03 5.994989e-03
[31,] 1.874489e-06 1.170549e-05 6.424911e-05 3.100910e-04 1.316816e-03
[32,] 1.873126e-07 1.342736e-06 8.459629e-06 4.685924e-05 2.283195e-04
[33,] 1.475443e-08 1.214230e-07 8.782267e-07 5.584358e-06 3.123193e-05
[34,] 9.160869e-10 8.655640e-09 7.187779e-08 5.247539e-07 3.369562e-06
[35,] 4.483380e-11 4.863807e-10 4.637663e-09 3.887872e-08 2.866892e-07
[36,] 1.729533e-12 2.154423e-11 2.358935e-10 2.271081e-09 1.923498e-08
[37,] 5.259071e-14 7.522568e-13 9.459057e-12 1.045971e-10 1.017687e-09
[38,] 1.260529e-15 2.070572e-14 2.990239e-13 3.798276e-12 4.246141e-11
[39,] 2.381580e-17 4.492743e-16 7.452493e-15 1.087551e-13 1.397188e-12
[40,] 3.546974e-19 7.685022e-18 1.464386e-16 2.455481e-15 3.626038e-14
[41,] 4.164280e-21 1.036346e-19 2.268758e-18 4.371967e-17 7.422801e-16
[42,] 3.854144e-23 1.101826e-21 2.771596e-20 6.139196e-19 1.198718e-17
[43,] 2.812131e-25 9.236136e-24 2.669998e-22 6.799605e-21 1.527355e-19
[44,] 1.617649e-27 6.104729e-26 2.028485e-24 5.940857e-23 1.535720e-21
[45,] 7.336703e-30 3.181836e-28 1.215521e-26 4.095195e-25 1.218771e-23
[46,] 2.623652e-32 1.307845e-30 5.745517e-29 2.227547e-27 7.635921e-26
[47,] 7.398370e-35 4.239849e-33 2.142587e-31 9.562998e-30 3.777855e-28
[48,] 1.645236e-37 1.084209e-35 6.304668e-34 3.240954e-32 1.476383e-30
[49,] 2.885571e-40 2.187309e-38 1.464158e-36 8.673156e-35 4.558974e-33
[50,] 3.991991e-43 3.481799e-41 2.684124e-39 1.833257e-37 1.112747e-35
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.249046e-01 1.912626e-01 9.901640e-02 4.506007e-02 1.802087e-02
 [2,] 7.543299e-01 5.073253e-01 3.005860e-01 1.567211e-01 7.186013e-02
 [3,] 1.410381e+00 1.076764e+00 7.271566e-01 4.332230e-01 2.273504e-01
 [4,] 2.178421e+00 1.861629e+00 1.419874e+00 9.608837e-01 5.748852e-01
 [5,] 2.916310e+00 2.716767e+00 2.297118e+00 1.743713e+00 1.179381e+00
 [6,] 3.623859e+00 3.548779e+00 3.226698e+00 2.685136e+00 2.019922e+00
 [7,] 4.410451e+00 4.428401e+00 4.193376e+00 3.709813e+00 3.026441e+00
 [8,] 5.241217e+00 5.429498e+00 5.294505e+00 4.868509e+00 4.196905e+00
 [9,] 5.834672e+00 6.390590e+00 6.505737e+00 6.215029e+00 5.593493e+00
[10,] 5.899951e+00 6.976224e+00 7.564088e+00 7.608662e+00 7.172704e+00
[11,] 5.401645e+00 6.968490e+00 8.160694e+00 8.760614e+00 8.722773e+00
[12,] 4.549007e+00 6.408076e+00 8.157433e+00 9.435126e+00 1.000665e+01
[13,] 3.604280e+00 5.497496e+00 7.595568e+00 9.509672e+00 1.083234e+01
[14,] 2.732740e+00 4.453928e+00 6.619111e+00 8.947507e+00 1.099428e+01
[15,] 1.977967e+00 3.418814e+00 5.412146e+00 7.834789e+00 1.035264e+01
[16,] 1.339321e+00 2.454850e+00 4.130328e+00 6.367702e+00 8.990417e+00
[17,] 8.554781e-01 1.627729e+00 2.899982e+00 4.761544e+00 7.169413e+00
[18,] 5.929668e-01 1.054431e+00 1.891108e+00 3.252229e+00 5.207751e+00
[19,] 5.642135e-01 8.279648e-01 1.299270e+00 2.135535e+00 3.487590e+00
[20,] 6.859476e-01 9.118247e-01 1.201500e+00 1.651737e+00 2.416960e+00
[21,] 8.283277e-01 1.139424e+00 1.461551e+00 1.795000e+00 2.208961e+00
[22,] 9.024115e-01 1.326207e+00 1.806794e+00 2.279846e+00 2.697992e+00
[23,] 8.942650e-01 1.382460e+00 2.010415e+00 2.723993e+00 3.417952e+00
[24,] 8.210835e-01 1.316084e+00 2.003791e+00 2.887026e+00 3.898673e+00
[25,] 6.876974e-01 1.153546e+00 1.824512e+00 2.745340e+00 3.926678e+00
[26,] 5.033379e-01 9.070652e-01 1.513144e+00 2.375153e+00 3.547974e+00
[27,] 3.085571e-01 6.130671e-01 1.107348e+00 1.847270e+00 2.894424e+00
[28,] 1.539787e-01 3.433585e-01 6.871872e-01 1.249108e+00 2.094370e+00
[29,] 6.157127e-02 1.556960e-01 3.505987e-01 7.087518e-01 1.301399e+00
[30,] 1.957038e-02 5.643811e-02 1.442841e-01 3.287803e-01 6.733042e-01
[31,] 4.924943e-03 1.624766e-02 4.739755e-02 1.227303e-01 2.837290e-01
[32,] 9.793451e-04 3.702531e-03 1.236066e-02 3.654298e-02 9.608471e-02
[33,] 1.537384e-04 6.667655e-04 2.551804e-03 8.638003e-03 2.595130e-02
[34,] 1.904285e-05 9.480899e-05 4.164287e-04 1.616960e-03 5.566873e-03
[35,] 1.860735e-06 1.064016e-05 5.367869e-05 2.393871e-04 9.463306e-04
[36,] 1.434162e-07 9.422975e-07 5.463614e-06 2.801168e-05 1.273364e-04
[37,] 8.718980e-09 6.584854e-08 4.390548e-07 2.589972e-06 1.355509e-05
[38,] 4.181222e-10 3.631088e-09 2.785623e-08 1.892109e-07 1.141329e-06
[39,] 1.581761e-11 1.580143e-10 1.395505e-09 1.092265e-08 7.601316e-08
[40,] 4.720916e-13 5.427332e-12 5.521028e-11 4.983360e-10 4.005088e-09
[41,] 1.111772e-14 1.471569e-13 1.725367e-12 1.797377e-11 1.669918e-10
[42,] 2.066253e-16 3.150468e-15 4.260249e-14 5.126467e-13 5.511694e-12
[43,] 3.031174e-18 5.326924e-17 8.314078e-16 1.156683e-14 1.440602e-13
[44,] 3.510728e-20 7.115601e-19 1.282840e-17 2.065385e-16 2.982957e-15
[45,] 3.211128e-22 7.511469e-21 1.565603e-19 2.919884e-18 4.895234e-17
[46,] 2.320134e-24 6.268547e-23 1.511878e-21 3.269579e-20 6.369266e-19
[47,] 1.324672e-26 4.137246e-25 1.155767e-23 2.901162e-22 6.572856e-21
[48,] 5.978597e-29 2.160430e-27 6.997399e-26 2.040732e-24 5.381467e-23
[49,] 2.133830e-31 8.929938e-30 3.356703e-28 1.138424e-26 3.496524e-25
[50,] 6.025107e-34 2.922978e-32 1.276378e-30 5.038057e-29 1.803119e-27
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.332979e-03 1.955611e-03 5.306839e-04 1.265784e-04 2.654754e-05
 [2,] 2.896730e-02 1.026455e-02 3.197560e-03 8.759379e-04 2.111353e-04
 [3,] 1.050046e-01 4.266624e-02 1.525191e-02 4.798386e-03 1.329765e-03
 [4,] 3.034343e-01 1.411417e-01 5.783961e-02 2.089075e-02 6.658443e-03
 [5,] 7.073959e-01 3.752682e-01 1.758782e-01 7.283975e-02 2.669950e-02
 [6,] 1.361309e+00 8.172611e-01 4.357990e-01 2.063055e-01 8.685916e-02
 [7,] 2.248252e+00 1.506331e+00 9.049296e-01 4.864155e-01 2.342969e-01
 [8,] 3.355679e+00 2.460519e+00 1.640182e+00 9.896543e-01 5.408469e-01
 [9,] 4.728058e+00 3.723498e+00 2.707750e+00 1.807381e+00 1.106575e+00
[10,] 6.370989e+00 5.326699e+00 4.169104e+00 3.036794e+00 2.054552e+00
[11,] 8.144451e+00 7.180472e+00 5.984040e+00 4.699855e+00 3.469711e+00
[12,] 9.848920e+00 9.107571e+00 7.985361e+00 6.663196e+00 5.290188e+00
[13,] 1.131951e+01 1.098454e+01 1.003889e+01 8.746843e+00 7.319466e+00
[14,] 1.231247e+01 1.265794e+01 1.209224e+01 1.090574e+01 9.435095e+00
[15,] 1.247500e+01 1.373251e+01 1.389570e+01 1.308118e+01 1.165849e+01
[16,] 1.161641e+01 1.373093e+01 1.487171e+01 1.484477e+01 1.382246e+01
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[29,] 2.403529e-01 1.193564e-01 5.355979e-02 2.157992e-02 7.765719e-03
[30,] 2.875110e-01 1.532674e-01 7.482772e-02 3.318932e-02 1.327810e-02
[31,] 3.162087e-01 1.760780e-01 9.122979e-02 4.358301e-02 1.903076e-02
[32,] 3.410511e-01 1.914176e-01 1.019073e-01 5.094682e-02 2.367608e-02
[33,] 3.995098e-01 2.153284e-01 1.123935e-01 5.639196e-02 2.690552e-02
[34,] 5.636479e-01 2.842749e-01 1.385328e-01 6.579246e-02 3.045208e-02
[35,] 9.259294e-01 4.594653e-01 2.127466e-01 9.355180e-02 3.978486e-02
[36,] 1.517753e+00 7.974924e-01 3.797063e-01 1.653418e-01 6.680614e-02
[37,] 2.197356e+00 1.274060e+00 6.611268e-01 3.077333e-01 1.291462e-01
[38,] 2.655316e+00 1.725895e+00 1.000380e+00 5.166688e-01 2.379523e-01
[39,] 2.625542e+00 1.919875e+00 1.253215e+00 7.279144e-01 3.757631e-01
[40,] 2.132144e+00 1.739786e+00 1.278226e+00 8.379541e-01 4.882481e-01
[41,] 1.502637e+00 1.309015e+00 1.063684e+00 7.828226e-01 5.149131e-01
[42,] 1.143181e+00 9.157282e-01 7.575263e-01 6.031841e-01 4.415984e-01
[43,] 1.318105e+00 8.371352e-01 5.752810e-01 4.272531e-01 3.221375e-01
[44,] 2.048158e+00 1.217150e+00 6.903824e-01 3.994829e-01 2.499240e-01
[45,] 3.054639e+00 1.991494e+00 1.162097e+00 6.193121e-01 3.145824e-01
[46,] 3.804233e+00 2.834047e+00 1.863944e+00 1.085504e+00 5.645423e-01
[47,] 3.814327e+00 3.267408e+00 2.464259e+00 1.636289e+00 9.575950e-01
[48,] 3.045182e+00 3.000344e+00 2.600658e+00 1.982336e+00 1.328656e+00
[49,] 1.926932e+00 2.182714e+00 2.174273e+00 1.903926e+00 1.465237e+00
[50,] 9.641849e-01 1.255115e+00 1.436424e+00 1.444823e+00 1.276998e+00

> 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  
    -0.1833       2.4218  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/73mmx1257153955.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] 5.364400 5.431159 5.497919 5.564678 5.631437 5.698196 5.764955 5.831714
 [9] 5.898474 5.965233 6.031992 6.098751 6.165510 6.232269 6.299029 6.365788
[17] 6.432547 6.499306 6.566065 6.632825 6.699584 6.766343 6.833102 6.899861
[25] 6.966620 7.033380 7.100139 7.166898 7.233657 7.300416 7.367175 7.433935
[33] 7.500694 7.567453 7.634212 7.700971 7.767731 7.834490 7.901249 7.968008
[41] 8.034767 8.101526 8.168286 8.235045 8.301804 8.368563 8.435322 8.502081
[49] 8.568841 8.635600

$yords
 [1] 13.20954 13.44589 13.68223 13.91858 14.15492 14.39127 14.62762 14.86396
 [9] 15.10031 15.33665 15.57300 15.80934 16.04569 16.28203 16.51838 16.75472
[17] 16.99107 17.22741 17.46376 17.70010 17.93645 18.17279 18.40914 18.64548
[25] 18.88183 19.11817 19.35452 19.59086 19.82721 20.06355 20.29990 20.53624
[33] 20.77259 21.00893 21.24528 21.48162 21.71797 21.95431 22.19066 22.42700
[41] 22.66335 22.89969 23.13604 23.37238 23.60873 23.84508 24.08142 24.31777
[49] 24.55411 24.79046

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.206582e-01 9.357416e-01 1.000947e+00 1.018195e+00 1.002285e+00
 [2,] 1.057948e+00 1.261385e+00 1.407600e+00 1.479957e+00 1.484951e+00
 [3,] 1.288227e+00 1.597303e+00 1.858285e+00 2.031831e+00 2.100861e+00
 [4,] 1.493162e+00 1.916023e+00 2.313813e+00 2.631387e+00 2.822556e+00
 [5,] 1.647339e+00 2.188526e+00 2.734357e+00 3.224320e+00 3.591923e+00
 [6,] 1.714177e+00 2.374377e+00 3.075086e+00 3.753005e+00 4.333934e+00
 [7,] 1.658320e+00 2.421633e+00 3.276328e+00 4.151124e+00 4.966296e+00
 [8,] 1.470513e+00 2.289671e+00 3.271541e+00 4.337874e+00 5.396651e+00
 [9,] 1.183575e+00 1.982298e+00 3.022695e+00 4.237943e+00 5.525879e+00
[10,] 8.622622e-01 1.560581e+00 2.558568e+00 3.828757e+00 5.282082e+00
[11,] 5.729382e-01 1.119159e+00 1.977902e+00 3.177454e+00 4.674805e+00
[12,] 3.557889e-01 7.423387e-01 1.407403e+00 2.426782e+00 3.821274e+00
[13,] 2.168576e-01 4.720206e-01 9.447454e-01 1.732213e+00 2.908413e+00
[14,] 1.387995e-01 3.049690e-01 6.264839e-01 1.195684e+00 2.110467e+00
[15,] 9.749829e-02 2.119107e-01 4.346527e-01 8.395832e-01 1.520773e+00
[16,] 7.357934e-02 1.598080e-01 3.257383e-01 6.264265e-01 1.138669e+00
[17,] 5.603658e-02 1.249222e-01 2.579768e-01 4.978423e-01 9.044574e-01
[18,] 4.073655e-02 9.545964e-02 2.047267e-01 4.052006e-01 7.467443e-01
[19,] 2.732722e-02 6.837669e-02 1.551947e-01 3.216841e-01 6.138070e-01
[20,] 1.660951e-02 4.480749e-02 1.089682e-01 2.401383e-01 4.826653e-01
[21,] 9.055972e-03 2.650089e-02 6.960690e-02 1.647519e-01 3.531803e-01
[22,] 4.405558e-03 1.403863e-02 4.003255e-02 1.024619e-01 2.363044e-01
[23,] 1.909295e-03 6.637567e-03 2.061253e-02 5.730070e-02 1.430116e-01
[24,] 7.406356e-04 2.805399e-03 9.492423e-03 2.871876e-02 7.783717e-02
[25,] 2.627366e-04 1.073845e-03 3.938892e-03 1.294347e-02 3.810519e-02
[26,] 9.125660e-05 3.892656e-04 1.515985e-03 5.344212e-03 1.697296e-02
[27,] 3.621355e-05 1.501086e-04 5.875897e-04 2.139206e-03 7.149631e-03
[28,] 1.901536e-05 7.296603e-05 2.680860e-04 9.417593e-04 3.132241e-03
[29,] 1.228919e-05 4.581940e-05 1.594492e-04 5.248345e-04 1.647584e-03
[30,] 8.199888e-06 3.173142e-05 1.117665e-04 3.623686e-04 1.095295e-03
[31,] 5.108481e-06 2.121364e-05 7.915077e-05 2.670914e-04 8.223323e-04
[32,] 2.863202e-06 1.292983e-05 5.214010e-05 1.884540e-04 6.137621e-04
[33,] 1.425364e-06 7.038833e-06 3.094154e-05 1.213365e-04 4.258281e-04
[34,] 6.271597e-07 3.395747e-06 1.633814e-05 6.994231e-05 2.669217e-04
[35,] 2.433616e-07 1.446763e-06 7.635149e-06 3.579717e-05 1.492786e-04
[36,] 8.318813e-08 5.434181e-07 3.149386e-06 1.620092e-05 7.402576e-05
[37,] 2.503455e-08 1.797779e-07 1.144985e-06 6.469235e-06 3.244018e-05
[38,] 6.630329e-09 5.235650e-08 3.665910e-07 2.276374e-06 1.253922e-05
[39,] 1.545109e-09 1.341845e-08 1.033156e-07 7.053360e-07 4.270344e-06
[40,] 3.167821e-10 3.025885e-09 2.562306e-08 1.923645e-07 1.280494e-06
[41,] 5.713573e-11 6.003063e-10 5.591190e-09 4.616571e-08 3.379449e-07
[42,] 9.065314e-12 1.047699e-10 1.073355e-09 9.747990e-09 7.848168e-08
[43,] 1.265244e-12 1.608517e-11 1.812685e-10 1.810805e-09 1.603556e-08
[44,] 1.553372e-13 2.172352e-12 2.692932e-11 2.959140e-10 2.882421e-09
[45,] 1.677576e-14 2.580738e-13 3.519192e-12 4.253850e-11 4.557912e-10
[46,] 1.593646e-15 2.696888e-14 4.045472e-13 5.379136e-12 6.340096e-11
[47,] 1.331689e-16 2.479046e-15 4.090723e-14 5.983439e-13 7.757801e-12
[48,] 9.788462e-18 2.004507e-16 3.638597e-15 5.854559e-14 8.350058e-13
[49,] 6.328868e-19 1.425711e-17 2.846881e-16 5.038953e-15 7.905788e-14
[50,] 3.599452e-20 8.919782e-19 1.959315e-17 3.814933e-16 6.584195e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.672727e-01 9.147272e-01 8.347151e-01 7.185440e-01 5.712830e-01
 [2,] 1.444344e+00 1.376202e+00 1.281236e+00 1.147101e+00 9.663373e-01
 [3,] 2.078104e+00 1.993589e+00 1.870275e+00 1.709242e+00 1.498023e+00
 [4,] 2.870895e+00 2.796777e+00 2.640182e+00 2.431264e+00 2.174754e+00
 [5,] 3.784366e+00 3.786425e+00 3.627630e+00 3.360979e+00 3.028538e+00
 [6,] 4.739647e+00 4.909947e+00 4.830975e+00 4.544089e+00 4.120992e+00
 [7,] 5.633333e+00 6.060302e+00 6.177692e+00 5.973870e+00 5.507390e+00
 [8,] 6.351354e+00 7.096666e+00 7.522954e+00 7.549381e+00 7.169983e+00
 [9,] 6.774317e+00 7.868107e+00 8.680034e+00 9.077693e+00 8.969053e+00
[10,] 6.794348e+00 8.233321e+00 9.460948e+00 1.032122e+01 1.065537e+01
[11,] 6.361121e+00 8.092567e+00 9.715289e+00 1.106212e+01 1.194223e+01
[12,] 5.533701e+00 7.438649e+00 9.373966e+00 1.116086e+01 1.259727e+01
[13,] 4.485525e+00 6.393736e+00 8.493191e+00 1.060297e+01 1.251596e+01
[14,] 3.439434e+00 5.184471e+00 7.263235e+00 9.521440e+00 1.175805e+01
[15,] 2.572151e+00 4.052448e+00 5.949960e+00 8.167547e+00 1.053475e+01
[16,] 1.953945e+00 3.156597e+00 4.789594e+00 6.822270e+00 9.138457e+00
[17,] 1.554362e+00 2.531182e+00 3.902964e+00 5.689646e+00 7.834857e+00
[18,] 1.292196e+00 2.113549e+00 3.280308e+00 4.836712e+00 6.771920e+00
[19,] 1.087700e+00 1.805822e+00 2.830170e+00 4.209205e+00 5.955935e+00
[20,] 8.916806e-01 1.527266e+00 2.446891e+00 3.696321e+00 5.296232e+00
[21,] 6.900746e-01 1.238273e+00 2.058092e+00 3.196499e+00 4.676883e+00
[22,] 4.935392e-01 9.393501e-01 1.641484e+00 2.655865e+00 4.013494e+00
[23,] 3.217070e-01 6.555511e-01 1.217635e+00 2.076893e+00 3.280246e+00
[24,] 1.895320e-01 4.162385e-01 8.286149e-01 1.504610e+00 2.510486e+00
[25,] 1.006448e-01 2.391212e-01 5.130084e-01 9.988424e-01 1.776016e+00
[26,] 4.847689e-02 1.245608e-01 2.885435e-01 6.047607e-01 1.152525e+00
[27,] 2.174219e-02 5.986971e-02 1.490465e-01 3.358006e-01 6.867546e-01
[28,] 9.732926e-03 2.791733e-02 7.330064e-02 1.754139e-01 3.822867e-01
[29,] 4.933866e-03 1.399329e-02 3.718877e-02 9.169700e-02 2.083723e-01
[30,] 3.122548e-03 8.456646e-03 2.176910e-02 5.298780e-02 1.210212e-01
[31,] 2.334923e-03 6.183713e-03 1.542077e-02 3.640058e-02 8.133172e-02
[32,] 1.814203e-03 4.911371e-03 1.230188e-02 2.878580e-02 6.336550e-02
[33,] 1.343532e-03 3.834763e-03 9.980841e-03 2.390828e-02 5.320019e-02
[34,] 9.106765e-04 2.788973e-03 7.709941e-03 1.937902e-02 4.467069e-02
[35,] 5.546538e-04 1.840940e-03 5.478428e-03 1.469262e-02 3.575159e-02
[36,] 3.007595e-04 1.088293e-03 3.515505e-03 1.017252e-02 2.649360e-02
[37,] 1.444687e-04 5.719457e-04 2.015898e-03 6.339663e-03 1.784550e-02
[38,] 6.129642e-05 2.660743e-04 1.026530e-03 3.524839e-03 1.079426e-02
[39,] 2.293361e-05 1.092920e-04 4.624411e-04 1.738796e-03 5.817341e-03
[40,] 7.558820e-06 3.957823e-05 1.838806e-04 7.584448e-04 2.779522e-03
[41,] 2.193428e-06 1.262455e-05 6.444921e-05 2.919255e-04 1.173808e-03
[42,] 5.601803e-07 3.545149e-06 1.989512e-05 9.902703e-05 4.373131e-04
[43,] 1.258854e-07 8.761357e-07 5.406407e-06 2.958310e-05 1.435694e-04
[44,] 2.488918e-08 1.905208e-07 1.292931e-06 7.779385e-06 4.150556e-05
[45,] 4.329122e-09 3.644986e-08 2.720621e-07 1.800276e-06 1.056193e-05
[46,] 6.624030e-10 6.134801e-09 5.036617e-08 3.665660e-07 2.365169e-06
[47,] 8.915898e-11 9.083152e-10 8.202727e-09 6.566583e-08 4.660090e-07
[48,] 1.055652e-11 1.183021e-10 1.175190e-09 1.034840e-08 8.077883e-08
[49,] 1.099471e-12 1.355379e-11 1.481075e-10 1.434619e-09 1.231816e-08
[50,] 1.007282e-13 1.365953e-12 1.641939e-11 1.749515e-10 1.652425e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.130310e-01 2.688810e-01 1.567229e-01 8.155847e-02 3.785618e-02
 [2,] 7.508869e-01 5.304618e-01 3.376104e-01 1.926064e-01 9.827472e-02
 [3,] 1.233374e+00 9.363870e-01 6.467704e-01 4.030476e-01 2.256226e-01
 [4,] 1.861962e+00 1.496962e+00 1.110780e+00 7.512786e-01 4.596809e-01
 [5,] 2.644311e+00 2.208134e+00 1.733247e+00 1.258728e+00 8.361152e-01
 [6,] 3.623314e+00 3.081539e+00 2.507978e+00 1.924055e+00 1.371662e+00
 [7,] 4.877778e+00 4.176092e+00 3.456113e+00 2.743634e+00 2.063290e+00
 [8,] 6.469838e+00 5.588305e+00 4.655657e+00 3.752533e+00 2.914417e+00
 [9,] 8.361744e+00 7.380552e+00 6.217127e+00 5.047085e+00 3.975500e+00
[10,] 1.036512e+01 9.484709e+00 8.193395e+00 6.743895e+00 5.355958e+00
[11,] 1.217179e+01 1.165764e+01 1.047706e+01 8.875679e+00 7.167824e+00
[12,] 1.345630e+01 1.353789e+01 1.277100e+01 1.129140e+01 9.414964e+00
[13,] 1.399365e+01 1.477991e+01 1.467506e+01 1.364898e+01 1.190489e+01
[14,] 1.373724e+01 1.519022e+01 1.584756e+01 1.553129e+01 1.426708e+01
[15,] 1.283047e+01 1.479603e+01 1.614752e+01 1.662488e+01 1.609215e+01
[16,] 1.154994e+01 1.381982e+01 1.568003e+01 1.685387e+01 1.711449e+01
[17,] 1.019908e+01 1.257752e+01 1.472761e+01 1.639158e+01 1.732440e+01
[18,] 8.997638e+00 1.134917e+01 1.361113e+01 1.555060e+01 1.694205e+01
[19,] 8.022244e+00 1.028463e+01 1.255609e+01 1.462162e+01 1.627567e+01
[20,] 7.222494e+00 9.386436e+00 1.163095e+01 1.375495e+01 1.555797e+01
[21,] 6.486799e+00 8.562083e+00 1.077485e+01 1.294141e+01 1.485885e+01
[22,] 5.710526e+00 7.698712e+00 9.874913e+00 1.207815e+01 1.410924e+01
[23,] 4.838532e+00 6.718306e+00 8.836262e+00 1.105524e+01 1.319063e+01
[24,] 3.880693e+00 5.604146e+00 7.618703e+00 9.810145e+00 1.201486e+01
[25,] 2.905046e+00 4.406591e+00 6.249022e+00 8.345718e+00 1.055811e+01
[26,] 2.009589e+00 3.229198e+00 4.819581e+00 6.733100e+00 8.865393e+00
[27,] 1.280924e+00 2.192221e+00 3.466997e+00 5.105005e+00 7.049531e+00
[28,] 7.602368e-01 1.385332e+00 2.326551e+00 3.625483e+00 5.279242e+00
[29,] 4.351498e-01 8.356918e-01 1.481011e+00 2.435005e+00 3.737805e+00
[30,] 2.576194e-01 5.092638e-01 9.348558e-01 1.598593e+00 2.559637e+00
[31,] 1.713747e-01 3.390180e-01 6.280430e-01 1.090450e+00 1.781798e+00
[32,] 1.316008e-01 2.576832e-01 4.747094e-01 8.222371e-01 1.342737e+00
[33,] 1.107957e-01 2.168788e-01 3.993775e-01 6.914002e-01 1.125941e+00
[34,] 9.528399e-02 1.895333e-01 3.533249e-01 6.183896e-01 1.016159e+00
[35,] 7.957681e-02 1.634493e-01 3.122724e-01 5.580125e-01 9.349524e-01
[36,] 6.249980e-02 1.345975e-01 2.669118e-01 4.913728e-01 8.449145e-01
[37,] 4.516470e-02 1.033922e-01 2.157075e-01 4.136530e-01 7.352398e-01
[38,] 2.956824e-02 7.275587e-02 1.617349e-01 3.271836e-01 6.074214e-01
[39,] 1.735063e-02 4.626337e-02 1.107189e-01 2.391324e-01 4.693980e-01
[40,] 9.061487e-03 2.632667e-02 6.834502e-02 1.591386e-01 3.340929e-01
[41,] 4.192978e-03 1.332126e-02 3.770556e-02 9.532141e-02 2.160054e-01
[42,] 1.714229e-03 5.968936e-03 1.848189e-02 5.097064e-02 1.255026e-01
[43,] 6.181484e-04 2.362296e-03 8.018325e-03 2.419853e-02 6.503089e-02
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[26,] 8.893849e+00 8.013597e+00 7.130230e+00 6.217966e+00 5.291136e+00
[27,] 1.065192e+01 9.696990e+00 8.712622e+00 7.664356e+00 6.548676e+00
[28,] 1.260086e+01 1.160497e+01 1.050968e+01 9.325216e+00 8.041458e+00
[29,] 1.460449e+01 1.371894e+01 1.255681e+01 1.122508e+01 9.767881e+00
[30,] 1.632858e+01 1.583644e+01 1.479463e+01 1.338233e+01 1.175199e+01
[31,] 1.733925e+01 1.753540e+01 1.693976e+01 1.567612e+01 1.397479e+01
[32,] 1.734097e+01 1.832757e+01 1.849262e+01 1.773910e+01 1.623980e+01
[33,] 1.639639e+01 1.793770e+01 1.894717e+01 1.902130e+01 1.810741e+01
[34,] 1.495495e+01 1.651515e+01 1.809088e+01 1.904539e+01 1.901685e+01
[35,] 1.364752e+01 1.461131e+01 1.618176e+01 1.769964e+01 1.856578e+01
[36,] 1.297177e+01 1.292138e+01 1.386265e+01 1.535685e+01 1.676706e+01
[37,] 1.306280e+01 1.195313e+01 1.186065e+01 1.272465e+01 1.409608e+01
[38,] 1.367256e+01 1.182110e+01 1.066176e+01 1.052209e+01 1.128750e+01
[39,] 1.433756e+01 1.226051e+01 1.034457e+01 9.182879e+00 9.012848e+00
[40,] 1.460929e+01 1.280943e+01 1.062956e+01 8.738835e+00 7.630593e+00
[41,] 1.421866e+01 1.302714e+01 1.106628e+01 8.899876e+00 7.121770e+00
[42,] 1.312258e+01 1.264007e+01 1.123167e+01 9.236450e+00 7.192207e+00
[43,] 1.146025e+01 1.158616e+01 1.085681e+01 9.353175e+00 7.442214e+00
[44,] 9.473282e+00 9.986517e+00 9.870604e+00 8.997058e+00 7.513823e+00
[45,] 7.425776e+00 8.080083e+00 8.383676e+00 8.099700e+00 7.181317e+00
[46,] 5.539708e+00 6.141842e+00 6.630605e+00 6.767464e+00 6.389055e+00
[47,] 3.955119e+00 4.403168e+00 4.883364e+00 5.225268e+00 5.241635e+00
[48,] 2.721493e+00 2.999361e+00 3.362692e+00 3.726567e+00 3.946329e+00
[49,] 1.816768e+00 1.961167e+00 2.183720e+00 2.464657e+00 2.724391e+00
[50,] 1.180245e+00 1.243849e+00 1.354463e+00 1.525654e+00 1.731149e+00
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.726908e-15 1.739320e-16 1.552876e-17 1.228947e-18 8.621125e-20
 [2,] 3.198760e-14 3.544037e-15 3.480692e-16 3.030216e-17 2.338391e-18
 [3,] 5.211896e-13 6.352097e-14 6.862681e-15 6.572237e-16 5.579163e-17
 [4,] 7.469855e-12 1.001466e-12 1.190204e-13 1.253868e-14 1.170900e-15
 [5,] 9.417423e-11 1.388854e-11 1.815720e-12 2.104212e-13 2.161571e-14
 [6,] 1.044376e-09 1.694254e-10 2.436555e-11 3.106180e-12 3.510088e-13
 [7,] 1.018800e-08 1.818042e-09 2.876110e-10 4.033337e-11 5.013800e-12
 [8,] 8.742372e-08 1.716058e-08 2.986309e-09 4.606819e-10 6.299616e-11
 [9,] 6.599063e-07 1.424839e-07 2.727510e-08 4.628481e-09 6.962431e-10
[10,] 4.381818e-06 1.040662e-06 2.191307e-07 4.090520e-08 6.768760e-09
[11,] 2.559483e-05 6.686000e-06 1.548624e-06 3.179955e-07 5.788388e-08
[12,] 1.315197e-04 3.778722e-05 9.627217e-06 2.174552e-06 4.354211e-07
[13,] 5.945570e-04 1.878710e-04 5.264734e-05 1.308069e-05 2.881168e-06
[14,] 2.364823e-03 8.217380e-04 2.532714e-04 6.921681e-05 1.677023e-05
[15,] 8.277055e-03 3.162337e-03 1.071905e-03 3.222025e-04 8.586802e-05
[16,] 2.550047e-02 1.070926e-02 3.991475e-03 1.319507e-03 3.867804e-04
[17,] 6.918906e-02 3.192434e-02 1.307979e-02 4.754577e-03 1.532747e-03
[18,] 1.654806e-01 8.381898e-02 3.773200e-02 1.507730e-02 5.344511e-03
[19,] 3.494757e-01 1.940321e-01 9.588266e-02 4.209400e-02 1.640160e-02
[20,] 6.537295e-01 3.967769e-01 2.148838e-01 1.035427e-01 4.432030e-02
[21,] 1.089267e+00 7.192546e-01 4.256419e-01 2.247019e-01 1.055413e-01
[22,] 1.632764e+00 1.163135e+00 7.481492e-01 4.312803e-01 2.218284e-01
[23,] 2.238177e+00 1.696648e+00 1.175283e+00 7.354406e-01 4.126904e-01
[24,] 2.875103e+00 2.273182e+00 1.670702e+00 1.123318e+00 6.831281e-01
[25,] 3.566207e+00 2.871926e+00 2.192588e+00 1.558488e+00 1.015513e+00
[26,] 4.385494e+00 3.528744e+00 2.732738e+00 2.008167e+00 1.377407e+00
[27,] 5.412307e+00 4.324662e+00 3.338740e+00 2.477506e+00 1.747354e+00
[28,] 6.685846e+00 5.338423e+00 4.095314e+00 3.022886e+00 2.142450e+00
[29,] 8.208931e+00 6.610194e+00 5.080204e+00 3.729832e+00 2.624240e+00
[30,] 9.987495e+00 8.150794e+00 6.337382e+00 4.675558e+00 3.276905e+00
[31,] 1.203090e+01 9.967602e+00 7.885411e+00 5.909454e+00 4.177663e+00
[32,] 1.426449e+01 1.204003e+01 9.724279e+00 7.454616e+00 5.380899e+00
[33,] 1.641331e+01 1.422665e+01 1.179123e+01 9.294595e+00 6.909100e+00
[34,] 1.799054e+01 1.618380e+01 1.387715e+01 1.131867e+01 8.722808e+00
[35,] 1.846825e+01 1.741043e+01 1.558976e+01 1.325935e+01 1.066533e+01
[36,] 1.755435e+01 1.744927e+01 1.644712e+01 1.470126e+01 1.242779e+01
[37,] 1.539081e+01 1.613608e+01 1.608732e+01 1.520840e+01 1.359694e+01
[38,] 1.252802e+01 1.372769e+01 1.447247e+01 1.452315e+01 1.379940e+01
[39,] 9.687124e+00 1.081405e+01 1.194733e+01 1.271744e+01 1.287701e+01
[40,] 7.460916e+00 8.067737e+00 9.106200e+00 1.019202e+01 1.098669e+01
[41,] 6.120727e+00 5.984313e+00 6.548963e+00 7.516858e+00 8.554901e+00
[42,] 5.599841e+00 4.747506e+00 4.668774e+00 5.207126e+00 6.107548e+00
[43,] 5.608150e+00 4.251366e+00 3.570241e+00 3.558939e+00 4.073065e+00
[44,] 5.783786e+00 4.218431e+00 3.119681e+00 2.611484e+00 2.662151e+00
[45,] 5.814349e+00 4.330681e+00 3.059889e+00 2.215345e+00 1.863958e+00
[46,] 5.510113e+00 4.326274e+00 3.119901e+00 2.139198e+00 1.524096e+00
[47,] 4.833895e+00 4.055510e+00 3.089226e+00 2.159121e+00 1.440346e+00
[48,] 3.886874e+00 3.500139e+00 2.857032e+00 2.112622e+00 1.432914e+00
[49,] 2.850325e+00 2.753541e+00 2.420308e+00 1.922451e+00 1.380885e+00
[50,] 1.904402e+00 1.964846e+00 1.859810e+00 1.595132e+00 1.233166e+00
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.360784e-21 2.954776e-22 1.443622e-23 6.251917e-25 2.399964e-26
 [2,] 1.599537e-19 9.698480e-21 5.212495e-22 2.483240e-23 1.048633e-24
 [3,] 4.198161e-18 2.800151e-19 1.655528e-20 8.676065e-22 4.030330e-23
 [4,] 9.692204e-17 7.111446e-18 4.625153e-19 2.666401e-20 1.362563e-21
 [5,] 1.968270e-15 1.588668e-16 1.136617e-17 7.208200e-19 4.052016e-20
 [6,] 3.515975e-14 3.121813e-15 2.456977e-16 1.714063e-17 1.059947e-18
 [7,] 5.524677e-13 5.396110e-14 4.671841e-15 3.585311e-16 2.438920e-17
 [8,] 7.635998e-12 8.204502e-13 7.813981e-14 6.596661e-15 4.936373e-16
 [9,] 9.283762e-11 1.097293e-11 1.149623e-12 1.067629e-13 8.788548e-15
[10,] 9.928481e-10 1.290902e-10 1.487780e-11 1.519905e-12 1.376342e-13
[11,] 9.339871e-09 1.335865e-09 1.693636e-10 1.903313e-11 1.895976e-12
[12,] 7.728592e-08 1.215996e-08 1.695903e-09 2.096541e-10 2.297411e-11
[13,] 5.625540e-07 9.736534e-08 1.493769e-08 2.031409e-09 2.448753e-10
[14,] 3.601920e-06 6.857716e-07 1.157356e-07 1.731375e-08 2.295885e-09
[15,] 2.028698e-05 4.248764e-06 7.887784e-07 1.298038e-07 1.893460e-08
[16,] 1.005139e-04 2.315588e-05 4.728819e-06 8.560306e-07 1.373618e-07
[17,] 4.381066e-04 1.110167e-04 2.493836e-05 4.965946e-06 8.765603e-07
[18,] 1.680027e-03 4.682383e-04 1.156952e-04 2.534164e-05 4.920508e-06
[19,] 5.668963e-03 1.737565e-03 4.721970e-04 1.137642e-04 2.429754e-05
[20,] 1.683706e-02 5.673987e-03 1.695667e-03 4.493099e-04 1.055501e-04
[21,] 4.403846e-02 1.630996e-02 5.358690e-03 1.561397e-03 4.033995e-04
[22,] 1.015364e-01 4.129506e-02 1.490882e-02 4.775437e-03 1.356625e-03
[23,] 2.067332e-01 9.219562e-02 3.654266e-02 1.285991e-02 4.015631e-03
[24,] 3.729272e-01 1.818807e-01 7.901209e-02 3.051709e-02 1.046747e-02
[25,] 5.996063e-01 3.182593e-01 1.510661e-01 6.391256e-02 2.405128e-02
[26,] 8.685060e-01 4.974048e-01 2.565355e-01 1.184640e-01 4.879914e-02
[27,] 1.153971e+00 7.029715e-01 3.900825e-01 1.953461e-01 8.771988e-02
[28,] 1.446027e+00 9.172441e-01 5.388345e-01 2.893270e-01 1.405628e-01
[29,] 1.770783e+00 1.140108e+00 6.926485e-01 3.914991e-01 2.030826e-01
[30,] 2.191388e+00 1.403126e+00 8.586280e-01 4.978831e-01 2.699941e-01
[31,] 2.789199e+00 1.768077e+00 1.070389e+00 6.199209e-01 3.416294e-01
[32,] 3.641267e+00 2.312343e+00 1.386121e+00 7.905424e-01 4.312412e-01
[33,] 4.804542e+00 3.111587e+00 1.878118e+00 1.062822e+00 5.691727e-01
[34,] 6.295493e+00 4.221643e+00 2.618530e+00 1.502770e+00 8.024095e-01
[35,] 8.049355e+00 5.648894e+00 3.658252e+00 2.176544e+00 1.189509e+00
[36,] 9.872410e+00 7.305589e+00 4.991797e+00 3.127117e+00 1.788449e+00
[37,] 1.143488e+01 8.974367e+00 6.514364e+00 4.337702e+00 2.632672e+00
[38,] 1.234642e+01 1.032453e+01 7.999690e+00 5.694232e+00 3.696398e+00
[39,] 1.230276e+01 1.100315e+01 9.132928e+00 6.975092e+00 4.864186e+00
[40,] 1.123141e+01 1.077379e+01 9.607070e+00 7.893717e+00 5.929904e+00
[41,] 9.347710e+00 9.632330e+00 9.247949e+00 8.192930e+00 6.643413e+00
[42,] 7.078891e+00 7.828278e+00 8.102526e+00 7.753418e+00 6.798023e+00
[43,] 4.895168e+00 5.770717e+00 6.434251e+00 6.657754e+00 6.321269e+00
[44,] 3.142434e+00 3.868217e+00 4.619985e+00 5.166725e+00 5.317635e+00
[45,] 1.959991e+00 2.391207e+00 3.004099e+00 3.614564e+00 4.031702e+00
[46,] 1.301643e+00 1.421560e+00 1.789664e+00 2.281230e+00 2.747875e+00
[47,] 1.016747e+00 8.906214e-01 1.014049e+00 1.311054e+00 1.683858e+00
[48,] 9.331918e-01 6.580828e-01 5.970336e-01 7.087348e-01 9.345680e-01
[49,] 9.103745e-01 5.812484e-01 4.133056e-01 3.914371e-01 4.828362e-01
[50,] 8.610735e-01 5.528044e-01 3.477498e-01 2.517965e-01 2.502386e-01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.166344e-28 2.463110e-29 6.585216e-31 1.560586e-32 3.278211e-34
 [2,] 3.925180e-26 1.302354e-27 3.830261e-29 9.985256e-31 2.307393e-32
 [3,] 1.659549e-24 6.057210e-26 1.959680e-27 5.619910e-29 1.428582e-30
 [4,] 6.171905e-23 2.478078e-24 8.819436e-26 2.782263e-27 7.780133e-29
 [5,] 2.019050e-21 8.917763e-23 3.491363e-24 1.211617e-25 3.727071e-27
 [6,] 5.809963e-20 2.822900e-21 1.215760e-22 4.641213e-24 1.570532e-25
 [7,] 1.470618e-18 7.860228e-20 3.723923e-21 1.563859e-22 5.821385e-24
 [8,] 3.274338e-17 1.925182e-18 1.003346e-19 4.635119e-21 1.898029e-22
 [9,] 6.412771e-16 4.147700e-17 2.377931e-18 1.208433e-19 5.443494e-21
[10,] 1.104760e-14 7.860365e-16 4.957330e-17 2.771307e-18 1.373260e-19
[11,] 1.674124e-13 1.310314e-14 9.090625e-16 5.590410e-17 3.047370e-18
[12,] 2.231548e-12 1.921352e-13 1.466353e-14 9.919766e-16 5.948344e-17
[13,] 2.616526e-11 2.478213e-12 2.080573e-13 1.548314e-14 1.021332e-15
[14,] 2.698624e-10 2.811695e-11 2.596722e-12 2.125761e-13 1.542536e-14
[15,] 2.448272e-09 2.806064e-10 2.850802e-11 2.567254e-12 2.049286e-13
[16,] 1.953795e-08 2.463359e-09 2.753018e-10 2.727238e-11 2.394801e-12
[17,] 1.371519e-07 1.902215e-08 2.338577e-09 2.548457e-10 2.461704e-11
[18,] 8.468995e-07 1.292099e-07 1.747415e-08 2.094749e-09 2.225880e-10
[19,] 4.600204e-06 7.720423e-07 1.148541e-07 1.514573e-08 1.770393e-09
[20,] 2.198113e-05 4.057922e-06 6.640599e-07 9.632843e-08 1.238628e-08
[21,] 9.240042e-05 1.876284e-05 3.377446e-06 5.389288e-07 7.622896e-08
[22,] 3.417368e-04 7.632262e-05 1.511149e-05 2.652358e-06 4.126804e-07
[23,] 1.112195e-03 2.731599e-04 5.948340e-05 1.148358e-05 1.965331e-06
[24,] 3.186279e-03 8.603600e-04 2.060209e-04 4.374246e-05 8.233965e-06
[25,] 8.040110e-03 2.385661e-03 6.279994e-04 1.466146e-04 3.035127e-05
[26,] 1.788960e-02 5.827858e-03 1.685519e-03 4.325364e-04 9.845041e-05
[27,] 3.517263e-02 1.255890e-02 3.986527e-03 1.123744e-03 2.811096e-04
[28,] 6.134437e-02 2.393369e-02 8.321816e-03 2.573574e-03 7.070007e-04
[29,] 9.561171e-02 4.052463e-02 1.537756e-02 5.205202e-03 1.568040e-03
[30,] 1.350181e-01 6.151290e-02 2.529735e-02 9.330932e-03 3.073697e-03
[31,] 1.770888e-01 8.513605e-02 3.746165e-02 1.492982e-02 5.348687e-03
[32,] 2.246745e-01 1.107938e-01 5.101337e-02 2.162237e-02 8.336342e-03
[33,] 2.909646e-01 1.424260e-01 6.640466e-02 2.913309e-02 1.185031e-02
[34,] 4.026009e-01 1.919836e-01 8.769672e-02 3.836524e-02 1.592790e-02
[35,] 5.999410e-01 2.819177e-01 1.250167e-01 5.295455e-02 2.155073e-02
[36,] 9.331782e-01 4.457963e-01 1.965874e-01 8.104170e-02 3.169577e-02
[37,] 1.450713e+00 7.250216e-01 3.293787e-01 1.368889e-01 5.261908e-02
[38,] 2.176248e+00 1.157991e+00 5.561519e-01 2.413732e-01 9.507993e-02
[39,] 3.078183e+00 1.759552e+00 9.057726e-01 4.192989e-01 1.746104e-01
[40,] 4.046463e+00 2.495554e+00 1.385791e+00 6.911323e-01 3.091299e-01
[41,] 4.898054e+00 3.266377e+00 1.962379e+00 1.058968e+00 5.122136e-01
[42,] 5.423636e+00 3.916586e+00 2.549583e+00 1.491539e+00 7.823347e-01
[43,] 5.465154e+00 4.278821e+00 3.021299e+00 1.918120e+00 1.092321e+00
[44,] 4.988513e+00 4.239547e+00 3.250384e+00 2.241267e+00 1.386767e+00
[45,] 4.107829e+00 3.793943e+00 3.161617e+00 2.369852e+00 1.594271e+00
[46,] 3.040852e+00 3.054949e+00 2.770017e+00 2.259212e+00 1.653720e+00
[47,] 2.018509e+00 2.206235e+00 2.178581e+00 1.935212e+00 1.542653e+00
[48,] 1.201162e+00 1.425628e+00 1.533598e+00 1.484951e+00 1.290237e+00
[49,] 6.444302e-01 8.238296e-01 9.641605e-01 1.018063e+00 9.649298e-01
[50,] 3.188489e-01 4.275820e-01 5.409931e-01 6.223856e-01 6.437957e-01

> 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  
     0.8206       2.5120  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1v1hw1257153955.ps tmp/1v1hw1257153955.png")
> system("convert tmp/2jtm01257153955.ps tmp/2jtm01257153955.png")
> system("convert tmp/3x2re1257153955.ps tmp/3x2re1257153955.png")
> system("convert tmp/4tbhb1257153955.ps tmp/4tbhb1257153955.png")
> system("convert tmp/5jukf1257153955.ps tmp/5jukf1257153955.png")
> system("convert tmp/6y7j11257153955.ps tmp/6y7j11257153955.png")
> system("convert tmp/73mmx1257153955.ps tmp/73mmx1257153955.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.004   1.320   3.081