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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> z <- c(7,6.9,6.7,6.6,6.5,6.4,6.5,6.5,6.6,6.7,6.8,7.2,7.6,7.6,7.3,6.4,6.1,6.3,7.1,7.5,7.4,7.1,6.8,6.9,7.2,7.4,7.3,6.9,6.9,6.8,7.1,7.2,7.1,7,6.9,7,7.4,7.5,7.5,7.4,7.3,7,6.7,6.5,6.5,6.5,6.6,6.8,6.9,6.9,6.8,6.8,6.5,6.1,6,5.9,5.8,5.9,5.9,6.2)
> y <- c(9,9.1,8.7,8.2,7.9,7.9,9.1,9.4,9.5,9.1,9,9.3,9.9,9.8,9.4,8.3,8,8.5,10.4,11.1,10.9,9.9,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.9,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.8,7.9,7.9,8)
> x <- c(7.8,7.6,7.5,7.6,7.5,7.3,7.6,7.5,7.6,7.9,7.9,8.1,8.2,8,7.5,6.8,6.5,6.6,7.6,8,8,7.7,7.5,7.6,7.7,7.9,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.1,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.7,6.4,6.3,6.2,6.5)
> par7 = 'Werkloosheid >25 jr'
> par6 = 'Werkloosheid Vrouwen'
> par5 = 'Werkloosheid 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 2.22 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/13jvl1226405558.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/2eou51226405558.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/30qow1226405558.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/4klo61226405558.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/51sdc1226405558.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  
     3.7575       0.7307  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/64j881226405558.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]  7.561485  7.638567  7.715649  7.792732  7.869814  7.946896  8.023978
 [8]  8.101061  8.178143  8.255225  8.332307  8.409390  8.486472  8.563554
[15]  8.640636  8.717719  8.794801  8.871883  8.948965  9.026048  9.103130
[22]  9.180212  9.257294  9.334377  9.411459  9.488541  9.565623  9.642706
[29]  9.719788  9.796870  9.873952  9.951035 10.028117 10.105199 10.182281
[36] 10.259364 10.336446 10.413528 10.490610 10.567693 10.644775 10.721857
[43] 10.798939 10.876022 10.953104 11.030186 11.107268 11.184351 11.261433
[50] 11.338515

$yords
 [1] 5.461888 5.512424 5.562959 5.613494 5.664029 5.714564 5.765099 5.815635
 [9] 5.866170 5.916705 5.967240 6.017775 6.068310 6.118846 6.169381 6.219916
[17] 6.270451 6.320986 6.371521 6.422057 6.472592 6.523127 6.573662 6.624197
[25] 6.674732 6.725268 6.775803 6.826338 6.876873 6.927408 6.977943 7.028479
[33] 7.079014 7.129549 7.180084 7.230619 7.281154 7.331690 7.382225 7.432760
[41] 7.483295 7.533830 7.584365 7.634901 7.685436 7.735971 7.786506 7.837041
[49] 7.887576 7.938112

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.497753e+00 8.690715e+00 9.101692e+00 8.630641e+00 7.444757e+00
 [2,] 1.042200e+01 1.416819e+01 1.743039e+01 1.941268e+01 1.960323e+01
 [3,] 9.544853e+00 1.494537e+01 2.134685e+01 2.774265e+01 3.277277e+01
 [4,] 6.543691e+00 1.118181e+01 1.780732e+01 2.624337e+01 3.558856e+01
 [5,] 4.230201e+00 7.328778e+00 1.204807e+01 1.877402e+01 2.760435e+01
 [6,] 2.843172e+00 5.004781e+00 8.266382e+00 1.288225e+01 1.905792e+01
 [7,] 1.912511e+00 3.460827e+00 5.887922e+00 9.392301e+00 1.404722e+01
 [8,] 1.377262e+00 2.509960e+00 4.316142e+00 7.016726e+00 1.077067e+01
 [9,] 9.466392e-01 1.833506e+00 3.282087e+00 5.472216e+00 8.559668e+00
[10,] 4.812528e-01 1.056429e+00 2.109268e+00 3.848836e+00 6.458119e+00
[11,] 1.584163e-01 4.050928e-01 9.361333e-01 1.959375e+00 3.726247e+00
[12,] 3.256041e-02 9.774763e-02 2.647258e-01 6.473617e-01 1.431541e+00
[13,] 4.435561e-03 1.530835e-02 4.809732e-02 1.371340e-01 3.543025e-01
[14,] 8.178484e-04 2.609932e-03 8.083307e-03 2.396195e-02 6.705390e-02
[15,] 5.955406e-04 1.603484e-03 4.169619e-03 1.045902e-02 2.532088e-02
[16,] 6.834263e-04 1.765750e-03 4.367957e-03 1.039573e-02 2.381274e-02
[17,] 7.810825e-04 2.084617e-03 5.183443e-03 1.212125e-02 2.692887e-02
[18,] 7.101646e-04 2.089655e-03 5.629955e-03 1.394649e-02 3.195084e-02
[19,] 4.578596e-04 1.528377e-03 4.639534e-03 1.282770e-02 3.237557e-02
[20,] 2.028697e-04 7.700935e-04 2.668054e-03 8.403641e-03 2.405044e-02
[21,] 8.220997e-05 2.943841e-04 1.083566e-03 3.810585e-03 1.238538e-02
[22,] 1.175507e-04 2.462461e-04 5.741234e-04 1.581171e-03 4.891915e-03
[23,] 3.041644e-04 6.222869e-04 1.180858e-03 2.145857e-03 3.986084e-03
[24,] 5.705705e-04 1.323532e-03 2.796247e-03 5.394771e-03 9.570925e-03
[25,] 7.208634e-04 1.907223e-03 4.593343e-03 1.007187e-02 2.011937e-02
[26,] 6.151961e-04 1.856502e-03 5.096615e-03 1.273404e-02 2.896615e-02
[27,] 3.514905e-04 1.215828e-03 3.817429e-03 1.088917e-02 2.824140e-02
[28,] 1.315661e-04 5.258877e-04 1.902617e-03 6.236310e-03 1.853720e-02
[29,] 3.149623e-05 1.466101e-04 6.162153e-04 2.340340e-03 8.038184e-03
[30,] 4.730977e-06 2.579155e-05 1.267510e-04 5.617933e-04 2.246951e-03
[31,] 4.402804e-07 2.821180e-06 1.627968e-05 8.462404e-05 3.963882e-04
[32,] 2.519554e-08 1.901520e-07 1.291652e-06 7.898120e-06 4.348300e-05
[33,] 8.828681e-10 7.856838e-09 6.291188e-08 4.533005e-07 2.939379e-06
[34,] 1.889949e-11 1.984480e-10 1.874582e-09 1.593098e-08 1.218113e-07
[35,] 2.469265e-13 3.060151e-12 3.411485e-11 3.421209e-10 3.086510e-09
[36,] 1.979668e-15 2.893858e-14 3.805729e-13 4.502614e-12 4.792456e-11
[37,] 1.135445e-17 1.908940e-16 2.902290e-15 3.986101e-14 4.941294e-13
[38,] 2.079418e-19 3.496066e-18 5.361769e-17 7.508126e-16 9.604678e-15
[39,] 1.259203e-20 2.356482e-19 3.985765e-18 6.098645e-17 8.450103e-16
[40,] 5.739560e-22 1.251374e-20 2.458901e-19 4.356458e-18 6.962944e-17
[41,] 1.652294e-23 4.231682e-22 9.755890e-21 2.025033e-19 3.785387e-18
[42,] 2.936316e-25 8.861271e-24 2.406050e-22 5.878440e-21 1.292438e-19
[43,] 3.195660e-27 1.137784e-25 3.644102e-24 1.049943e-22 2.721455e-21
[44,] 2.123280e-29 8.923257e-28 3.373168e-26 1.146981e-24 3.508201e-23
[45,] 8.602373e-32 4.268078e-30 1.904726e-28 7.645756e-27 2.760570e-25
[46,] 2.124172e-34 1.244323e-32 6.556285e-31 3.107166e-29 1.324505e-27
[47,] 3.196274e-37 2.210696e-35 1.375287e-33 7.695504e-32 3.873119e-30
[48,] 2.930563e-40 2.393218e-38 1.757891e-36 1.161396e-34 6.901563e-33
[49,] 1.637189e-43 1.578621e-41 1.369100e-39 1.067999e-37 7.493504e-36
[50,] 5.572938e-47 6.344712e-45 6.497072e-43 5.984140e-41 4.957514e-39
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.905549e+00 4.419242e+00 3.295354e+00 2.673514e+00 2.525019e+00
 [2,] 1.801306e+01 1.517926e+01 1.193560e+01 9.091378e+00 7.182123e+00
 [3,] 3.520972e+01 3.448722e+01 3.096792e+01 2.579372e+01 2.042222e+01
 [4,] 4.424295e+01 5.033931e+01 5.245170e+01 5.021786e+01 4.451652e+01
 [5,] 3.805078e+01 4.885407e+01 5.813352e+01 6.394440e+01 6.503297e+01
 [6,] 2.688245e+01 3.618349e+01 4.632968e+01 5.612054e+01 6.394563e+01
 [7,] 1.976745e+01 2.635171e+01 3.355823e+01 4.111506e+01 4.861262e+01
 [8,] 1.556658e+01 2.113993e+01 2.700310e+01 3.262235e+01 3.764824e+01
 [9,] 1.262601e+01 1.759868e+01 2.316167e+01 2.873176e+01 3.359041e+01
[10,] 1.003725e+01 1.455938e+01 1.984033e+01 2.550873e+01 3.098910e+01
[11,] 6.466810e+00 1.029992e+01 1.515912e+01 2.076978e+01 2.667492e+01
[12,] 2.869074e+00 5.228253e+00 8.700623e+00 1.329760e+01 1.879077e+01
[13,] 8.293775e-01 1.760819e+00 3.397637e+00 5.978099e+00 9.634541e+00
[14,] 1.750575e-01 4.226691e-01 9.385687e-01 1.911579e+00 3.569698e+00
[15,] 5.929353e-02 1.345275e-01 2.952932e-01 6.235153e-01 1.255453e+00
[16,] 5.235217e-02 1.101501e-01 2.217753e-01 4.289063e-01 8.018742e-01
[17,] 5.734297e-02 1.176669e-01 2.328824e-01 4.436260e-01 8.116804e-01
[18,] 6.822777e-02 1.371404e-01 2.623092e-01 4.822045e-01 8.578026e-01
[19,] 7.481815e-02 1.589935e-01 3.125754e-01 5.732232e-01 9.910646e-01
[20,] 6.259110e-02 1.483585e-01 3.209899e-01 6.359285e-01 1.158781e+00
[21,] 3.674901e-02 9.915236e-02 2.431052e-01 5.420379e-01 1.100692e+00
[22,] 1.542181e-02 4.634205e-02 1.287284e-01 3.266470e-01 7.541105e-01
[23,] 8.274035e-03 2.000385e-02 5.329644e-02 1.433104e-01 3.666903e-01
[24,] 1.587896e-02 2.555940e-02 4.262620e-02 7.935453e-02 1.682497e-01
[25,] 3.668000e-02 6.130956e-02 9.493335e-02 1.392062e-01 2.014867e-01
[26,] 6.000714e-02 1.132885e-01 1.952142e-01 3.081267e-01 4.489307e-01
[27,] 6.663938e-02 1.431431e-01 2.800535e-01 4.994388e-01 8.131139e-01
[28,] 5.001684e-02 1.226140e-01 2.733231e-01 5.544396e-01 1.024242e+00
[29,] 2.498933e-02 7.038522e-02 1.797891e-01 4.168935e-01 8.783776e-01
[30,] 8.114819e-03 2.648198e-02 7.815600e-02 2.087868e-01 5.053469e-01
[31,] 1.673780e-03 6.374308e-03 2.190610e-02 6.797874e-02 1.906238e-01
[32,] 2.155912e-04 9.628992e-04 3.875378e-03 1.406063e-02 4.601102e-02
[33,] 1.715515e-05 9.013078e-05 4.263579e-04 1.816350e-03 6.970677e-03
[34,] 8.380480e-07 5.188323e-06 2.890739e-05 1.449684e-04 6.544801e-04
[35,] 2.505092e-08 1.829250e-07 1.201834e-06 7.105180e-06 3.780210e-05
[36,] 4.589017e-10 3.953317e-09 3.064087e-08 2.136802e-07 1.340888e-06
[37,] 5.524818e-12 5.568685e-11 5.057934e-10 4.138671e-09 3.050347e-08
[38,] 1.122545e-13 1.198257e-12 1.167348e-11 1.036832e-10 8.386019e-10
[39,] 1.061354e-14 1.209796e-13 1.252811e-12 1.179818e-11 1.011287e-10
[40,] 1.004584e-15 1.309272e-14 1.542683e-13 1.644827e-12 1.588522e-11
[41,] 6.374159e-17 9.672205e-16 1.323111e-14 1.632483e-13 1.817783e-12
[42,] 2.557386e-18 4.555021e-17 7.304103e-16 1.054676e-14 1.371726e-13
[43,] 6.346216e-20 1.331489e-18 2.513607e-17 4.270027e-16 6.528153e-15
[44,] 9.652228e-22 2.388919e-20 5.318816e-19 1.065322e-17 1.919656e-16
[45,] 8.965354e-24 2.619006e-22 6.881886e-21 1.626610e-19 3.458416e-18
[46,] 5.078364e-26 1.751389e-24 5.432864e-23 1.515868e-21 3.804430e-20
[47,] 1.753321e-28 7.139153e-27 2.614649e-25 8.613102e-24 2.552070e-22
[48,] 3.688841e-31 1.773436e-29 7.668675e-28 2.982646e-26 1.043438e-24
[49,] 4.729047e-34 2.684385e-32 1.370549e-30 6.293895e-29 2.599723e-27
[50,] 3.694031e-37 2.475821e-35 1.492507e-33 8.092604e-32 3.946774e-30
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.700590e+00 2.994478e+00 3.208419e+00 3.205437e+00 2.941439e+00
 [2,] 6.371538e+00 6.486427e+00 7.127479e+00 7.811853e+00 8.119831e+00
 [3,] 1.611301e+01 1.358678e+01 1.292467e+01 1.365750e+01 1.497314e+01
 [4,] 3.711073e+01 2.998186e+01 2.469299e+01 2.200454e+01 2.178454e+01
 [5,] 6.138773e+01 5.427633e+01 4.576743e+01 3.800786e+01 3.257342e+01
 [6,] 6.826330e+01 6.820953e+01 6.400783e+01 5.694562e+01 4.893261e+01
 [7,] 5.536419e+01 6.041567e+01 6.281194e+01 6.202177e+01 5.826789e+01
 [8,] 4.201859e+01 4.582309e+01 4.902399e+01 5.128075e+01 5.206365e+01
 [9,] 3.716964e+01 3.933372e+01 4.042967e+01 4.101937e+01 4.146936e+01
[10,] 3.556273e+01 3.857073e+01 3.971179e+01 3.924041e+01 3.786605e+01
[11,] 3.227856e+01 3.690157e+01 3.989765e+01 4.086377e+01 3.986380e+01
[12,] 2.472810e+01 3.050685e+01 3.545995e+01 3.894762e+01 4.049036e+01
[13,] 1.430357e+01 1.968922e+01 2.529750e+01 3.051847e+01 3.472327e+01
[14,] 6.121985e+00 9.673299e+00 1.414476e+01 1.923898e+01 2.447072e+01
[15,] 2.388377e+00 4.260367e+00 7.090194e+00 1.098295e+01 1.583462e+01
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[27,] 2.025596e+01 1.441921e+01 9.823578e+00 6.400001e+00 3.994277e+00
[28,] 1.962550e+01 1.406978e+01 9.772208e+00 6.535224e+00 4.178244e+00
[29,] 2.051943e+01 1.419816e+01 9.469883e+00 6.152632e+00 3.905953e+00
[30,] 2.474199e+01 1.759114e+01 1.159834e+01 7.173149e+00 4.226236e+00
[31,] 2.815130e+01 2.211881e+01 1.586742e+01 1.041087e+01 6.271364e+00
[32,] 2.557769e+01 2.265762e+01 1.829599e+01 1.346245e+01 9.026481e+00
[33,] 1.699522e+01 1.707354e+01 1.563482e+01 1.303873e+01 9.901015e+00
[34,] 7.862769e+00 8.954368e+00 9.345220e+00 8.885008e+00 7.683583e+00
[35,] 2.598897e+00 3.202812e+00 3.771202e+00 4.098180e+00 4.061155e+00
[36,] 8.481342e-01 8.757269e-01 1.045250e+00 1.256884e+00 1.420544e+00
[37,] 6.087241e-01 3.529950e-01 2.714501e-01 2.816561e-01 3.322558e-01
[38,] 8.841478e-01 4.085773e-01 1.873426e-01 9.761179e-02 7.094207e-02
[39,] 1.301868e+00 6.373459e-01 2.869437e-01 1.204383e-01 4.933725e-02
[40,] 1.474414e+00 8.084762e-01 4.049451e-01 1.851091e-01 7.737919e-02
[41,] 1.217255e+00 7.433382e-01 4.185519e-01 2.160494e-01 1.018246e-01
[42,] 7.874549e-01 5.097613e-01 3.121371e-01 1.786848e-01 9.469167e-02
[43,] 6.155094e-01 3.520389e-01 2.027957e-01 1.161126e-01 6.468304e-02
[44,] 1.282272e+00 6.090508e-01 2.744439e-01 1.207768e-01 5.363788e-02
[45,] 3.466010e+00 1.784958e+00 8.350760e-01 3.560387e-01 1.392781e-01
[46,] 7.014687e+00 4.102722e+00 2.179140e+00 1.050343e+00 4.591975e-01
[47,] 1.051598e+01 6.911900e+00 4.136387e+00 2.253136e+00 1.116498e+00
[48,] 1.198237e+01 8.849200e+00 5.939728e+00 3.626436e+00 2.015143e+00
[49,] 9.907740e+00 8.353991e+00 6.374392e+00 4.405930e+00 2.761455e+00
[50,] 5.512119e+00 5.394925e+00 4.762766e+00 3.794883e+00 2.730884e+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  
     2.6138       0.4590  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7hq3m1226405558.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] 5.886931 5.940525 5.994120 6.047715 6.101309 6.154904 6.208499 6.262093
 [9] 6.315688 6.369283 6.422877 6.476472 6.530067 6.583661 6.637256 6.690851
[17] 6.744445 6.798040 6.851635 6.905229 6.958824 7.012419 7.066013 7.119608
[25] 7.173203 7.226797 7.280392 7.333987 7.387581 7.441176 7.494771 7.548365
[33] 7.601960 7.655555 7.709149 7.762744 7.816339 7.869933 7.923528 7.977123
[41] 8.030717 8.084312 8.137907 8.191501 8.245096 8.298691 8.352285 8.405880
[49] 8.459475 8.513069

$yords
 [1] 5.461888 5.512424 5.562959 5.613494 5.664029 5.714564 5.765099 5.815635
 [9] 5.866170 5.916705 5.967240 6.017775 6.068310 6.118846 6.169381 6.219916
[17] 6.270451 6.320986 6.371521 6.422057 6.472592 6.523127 6.573662 6.624197
[25] 6.674732 6.725268 6.775803 6.826338 6.876873 6.927408 6.977943 7.028479
[33] 7.079014 7.129549 7.180084 7.230619 7.281154 7.331690 7.382225 7.432760
[41] 7.483295 7.533830 7.584365 7.634901 7.685436 7.735971 7.786506 7.837041
[49] 7.887576 7.938112

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.522502e+00 7.365856e+00 8.534510e+00 8.421741e+00 7.000437e+00
 [2,] 6.031998e+00 8.739771e+00 1.148507e+01 1.317546e+01 1.291614e+01
 [3,] 6.302223e+00 9.245429e+00 1.311023e+01 1.698648e+01 1.930994e+01
 [4,] 6.668644e+00 9.419460e+00 1.343491e+01 1.866799e+01 2.387665e+01
 [5,] 6.992172e+00 9.721227e+00 1.333506e+01 1.852814e+01 2.527295e+01
 [6,] 6.842302e+00 9.917006e+00 1.341501e+01 1.789735e+01 2.427963e+01
 [7,] 6.149378e+00 9.517445e+00 1.335841e+01 1.755562e+01 2.280173e+01
 [8,] 5.276197e+00 8.573295e+00 1.268177e+01 1.715066e+01 2.184106e+01
 [9,] 4.443705e+00 7.507706e+00 1.155490e+01 1.625995e+01 2.107572e+01
[10,] 3.521290e+00 6.390965e+00 1.032020e+01 1.507719e+01 2.013667e+01
[11,] 2.427543e+00 4.970237e+00 8.783119e+00 1.365750e+01 1.903386e+01
[12,] 1.371947e+00 3.282579e+00 6.633890e+00 1.148469e+01 1.732491e+01
[13,] 6.165378e-01 1.756528e+00 4.175181e+00 8.353431e+00 1.423625e+01
[14,] 2.180824e-01 7.455529e-01 2.113522e+00 4.993995e+00 9.910166e+00
[15,] 6.135346e-02 2.508899e-01 8.507685e-01 2.395666e+00 5.623861e+00
[16,] 1.460363e-02 6.928163e-02 2.768024e-01 9.241396e-01 2.572946e+00
[17,] 3.612576e-03 1.792384e-02 7.900959e-02 3.009369e-01 9.734656e-01
[18,] 1.260033e-03 5.787771e-03 2.474789e-02 9.688699e-02 3.384710e-01
[19,] 5.813191e-04 2.628310e-03 1.069913e-02 3.977702e-02 1.355161e-01
[20,] 2.658345e-04 1.313284e-03 5.634305e-03 2.127967e-02 7.165812e-02
[21,] 1.049051e-04 5.926330e-04 2.855761e-03 1.184622e-02 4.271475e-02
[22,] 3.438341e-05 2.256569e-04 1.252110e-03 5.910224e-03 2.390463e-02
[23,] 9.335532e-06 7.137482e-05 4.598351e-04 2.505044e-03 1.159671e-02
[24,] 2.131537e-06 1.888543e-05 1.410815e-04 8.898509e-04 4.751342e-03
[25,] 4.183439e-07 4.262596e-06 3.667318e-05 2.666673e-04 1.641025e-03
[26,] 7.146605e-08 8.359880e-07 8.242676e-06 6.866594e-05 4.842494e-04
[27,] 1.052299e-08 1.425616e-07 1.617938e-06 1.544218e-05 1.243985e-04
[28,] 1.298811e-09 2.068749e-08 2.738958e-07 3.026133e-06 2.802094e-05
[29,] 1.302938e-10 2.474990e-09 3.882667e-08 5.045058e-07 5.449186e-06
[30,] 1.037532e-11 2.374158e-10 4.467604e-09 6.926114e-08 8.867163e-07
[31,] 6.461143e-13 1.791872e-11 4.076494e-10 7.615508e-09 1.169900e-07
[32,] 3.120259e-14 1.052281e-12 2.907166e-11 6.583388e-10 1.222940e-08
[33,] 1.163290e-15 4.779056e-14 1.607254e-12 4.426347e-11 9.986322e-10
[34,] 3.340305e-17 1.673215e-15 6.858751e-14 2.301098e-12 6.320023e-11
[35,] 7.378433e-19 4.508649e-17 2.254097e-15 9.221040e-14 3.086883e-12
[36,] 1.253014e-20 9.342431e-19 5.698548e-17 2.843733e-15 1.161080e-13
[37,] 1.635414e-22 1.488014e-20 1.107552e-18 6.743872e-17 3.359377e-15
[38,] 1.640249e-24 1.821347e-22 1.654400e-20 1.229306e-18 7.472395e-17
[39,] 1.264061e-26 1.713044e-24 1.899012e-22 1.722063e-20 1.277432e-18
[40,] 7.484865e-29 1.237969e-26 1.674906e-24 1.853653e-22 1.678134e-20
[41,] 3.405248e-31 6.873906e-29 1.135041e-26 1.533112e-24 1.693918e-22
[42,] 1.190304e-33 2.932540e-31 5.909927e-29 9.742559e-27 1.313765e-24
[43,] 3.196747e-36 9.612292e-34 2.364270e-31 4.756843e-29 7.828762e-27
[44,] 6.596270e-39 2.420752e-36 7.266965e-34 1.784461e-31 3.584369e-29
[45,] 1.045750e-41 4.683962e-39 1.716127e-36 5.143236e-34 1.260882e-31
[46,] 1.273787e-44 6.963312e-42 3.113763e-39 1.138953e-36 3.407823e-34
[47,] 1.192081e-47 7.953508e-45 4.340723e-42 1.937831e-39 7.076533e-37
[48,] 8.571440e-51 6.979761e-48 4.649195e-45 2.533176e-42 1.129025e-39
[49,] 4.735191e-54 4.706069e-51 3.825863e-48 2.544198e-45 1.383958e-42
[50,] 2.009847e-57 2.437910e-54 2.418927e-51 1.963262e-48 1.303419e-45
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.871851e+00 2.832753e+00 1.381223e+00 5.727583e-01 2.085589e-01
 [2,] 1.069624e+01 7.439140e+00 4.342207e+00 2.142395e+00 9.124770e-01
 [3,] 1.882494e+01 1.555199e+01 1.083107e+01 6.368157e+00 3.198738e+00
 [4,] 2.693129e+01 2.614762e+01 2.158958e+01 1.509736e+01 8.981051e+00
 [5,] 3.196462e+01 3.583704e+01 3.471999e+01 2.872141e+01 2.023665e+01
 [6,] 3.258778e+01 4.085083e+01 4.562787e+01 4.421952e+01 3.675821e+01
 [7,] 3.027668e+01 4.010186e+01 4.996504e+01 5.575018e+01 5.420241e+01
 [8,] 2.762672e+01 3.599610e+01 4.720680e+01 5.865139e+01 6.557583e+01
 [9,] 2.591688e+01 3.191424e+01 4.090519e+01 5.331153e+01 6.628548e+01
[10,] 2.490041e+01 2.945045e+01 3.527194e+01 4.458143e+01 5.796955e+01
[11,] 2.414409e+01 2.840299e+01 3.219484e+01 3.746209e+01 4.681274e+01
[12,] 2.318777e+01 2.803826e+01 3.137628e+01 3.401640e+01 3.844277e+01
[13,] 2.097240e+01 2.715299e+01 3.148285e+01 3.361351e+01 3.487962e+01
[14,] 1.668427e+01 2.413158e+01 3.042945e+01 3.406812e+01 3.490029e+01
[15,] 1.107589e+01 1.845909e+01 2.631484e+01 3.250293e+01 3.538402e+01
[16,] 5.984518e+00 1.168386e+01 1.928442e+01 2.715565e+01 3.299137e+01
[17,] 2.651830e+00 6.069850e+00 1.169833e+01 1.908253e+01 2.654294e+01
[18,] 1.030543e+00 2.690886e+00 5.975206e+00 1.125771e+01 1.803521e+01
[19,] 4.192651e-01 1.158439e+00 2.809662e+00 5.904736e+00 1.067604e+01
[20,] 2.171070e-01 5.934986e-01 1.458007e+00 3.190654e+00 6.158538e+00
[21,] 1.351145e-01 3.777648e-01 9.381964e-01 2.073766e+00 4.076077e+00
[22,] 8.346982e-02 2.533342e-01 6.719058e-01 1.563150e+00 3.197457e+00
[23,] 4.589257e-02 1.562059e-01 4.597565e-01 1.174764e+00 2.612449e+00
[24,] 2.156185e-02 8.357231e-02 2.780770e-01 7.978190e-01 1.979701e+00
[25,] 8.564995e-03 3.803714e-02 1.443190e-01 4.698186e-01 1.317056e+00
[26,] 2.896428e-03 1.472620e-02 6.382646e-02 2.366481e-01 7.532876e-01
[27,] 8.485641e-04 4.915810e-03 2.425475e-02 1.022411e-01 3.694170e-01
[28,] 2.184254e-04 1.439684e-03 8.057703e-03 3.844938e-02 1.570347e-01
[29,] 4.913005e-05 3.715157e-04 2.368392e-03 1.279680e-02 5.891881e-02
[30,] 9.403068e-06 8.290490e-05 6.105020e-04 3.774827e-03 1.971555e-02
[31,] 1.480608e-06 1.547530e-05 1.340043e-04 9.652249e-04 5.812195e-03
[32,] 1.865483e-07 2.340088e-06 2.418584e-05 2.064873e-04 1.461174e-03
[33,] 1.846764e-08 2.801640e-07 3.490429e-06 3.576518e-05 3.020253e-04
[34,] 1.421436e-09 2.619115e-08 3.956019e-07 4.902324e-06 4.989878e-05
[35,] 8.457917e-11 1.897221e-09 3.485167e-08 5.245444e-07 6.472550e-06
[36,] 3.879013e-12 1.060543e-10 2.373338e-09 4.348381e-08 6.525138e-07
[37,] 1.369088e-13 4.565255e-12 1.245665e-10 2.781656e-09 5.084646e-08
[38,] 3.715770e-15 1.511654e-13 5.031441e-12 1.370267e-10 3.053813e-09
[39,] 7.751706e-17 3.848096e-15 1.562768e-13 5.192358e-12 1.411517e-10
[40,] 1.242754e-18 7.528679e-17 3.731057e-15 1.512647e-13 5.017105e-12
[41,] 1.530966e-20 1.131894e-18 6.845631e-17 3.386861e-15 1.370778e-13
[42,] 1.449151e-22 1.307591e-20 9.651421e-19 5.827425e-17 2.878284e-15
[43,] 1.053941e-24 1.160645e-22 1.045537e-20 7.704414e-19 4.644113e-17
[44,] 5.889333e-27 7.915485e-25 8.702490e-23 7.826475e-21 5.757666e-19
[45,] 2.528480e-29 4.147644e-27 5.565403e-25 6.108663e-23 5.484663e-21
[46,] 8.340543e-32 1.669815e-29 2.734604e-27 3.663309e-25 4.014252e-23
[47,] 2.113834e-34 5.165085e-32 1.032371e-29 1.687897e-27 2.257391e-25
[48,] 4.116111e-37 1.227515e-34 2.994455e-32 5.975306e-30 9.753314e-28
[49,] 6.158004e-40 2.241369e-37 6.673252e-35 1.625222e-32 3.237704e-30
[50,] 7.078392e-43 3.144428e-40 1.142613e-37 3.396314e-35 8.257809e-33
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.032774e-02 2.316189e-02 7.512033e-03 2.290971e-03 6.193810e-04
 [2,] 3.498086e-01 1.277390e-01 4.603897e-02 1.603882e-02 5.100077e-03
 [3,] 1.413371e+00 5.773255e-01 2.294277e-01 8.960715e-02 3.296331e-02
 [4,] 4.626668e+00 2.142910e+00 9.405593e-01 4.055800e-01 1.691734e-01
 [5,] 1.224602e+01 6.522513e+00 3.195102e+00 1.510956e+00 7.003181e-01
 [6,] 2.620391e+01 1.622844e+01 9.005807e+00 4.691828e+00 2.382067e+00
 [7,] 4.543373e+01 3.292127e+01 2.099343e+01 1.221191e+01 6.773177e+00
 [8,] 6.416332e+01 5.443691e+01 4.028354e+01 2.659197e+01 1.626834e+01
 [9,] 7.450407e+01 7.360647e+01 6.344460e+01 4.815563e+01 3.303356e+01
[10,] 7.239796e+01 8.206685e+01 8.211858e+01 7.215445e+01 5.636791e+01
[11,] 6.098171e+01 7.677385e+01 8.801681e+01 8.943486e+01 8.032093e+01
[12,] 4.764170e+01 6.243982e+01 7.949752e+01 9.237515e+01 9.548596e+01
[13,] 3.834657e+01 4.733499e+01 6.269047e+01 8.092211e+01 9.541901e+01
[14,] 3.480689e+01 3.740926e+01 4.628656e+01 6.222346e+01 8.156138e+01
[15,] 3.503781e+01 3.384376e+01 3.588256e+01 4.488933e+01 6.151703e+01
[16,] 3.513803e+01 3.390425e+01 3.205366e+01 3.396870e+01 4.342274e+01
[17,] 3.178749e+01 3.327743e+01 3.153322e+01 2.954434e+01 3.180072e+01
[18,] 2.469648e+01 2.913929e+01 3.006282e+01 2.817135e+01 2.650800e+01
[19,] 1.657601e+01 2.215080e+01 2.563178e+01 2.605721e+01 2.428427e+01
[20,] 1.040301e+01 1.531628e+01 1.965283e+01 2.207592e+01 2.203361e+01
[21,] 7.105797e+00 1.095785e+01 1.493241e+01 1.801210e+01 1.934899e+01
[22,] 5.759737e+00 9.150982e+00 1.285652e+01 1.605033e+01 1.795466e+01
[23,] 5.064080e+00 8.569993e+00 1.269497e+01 1.654556e+01 1.915439e+01
[24,] 4.255599e+00 7.931810e+00 1.283460e+01 1.808521e+01 2.234335e+01
[25,] 3.186797e+00 6.662027e+00 1.203699e+01 1.881743e+01 2.554569e+01
[26,] 2.064706e+00 4.881197e+00 9.956912e+00 1.752200e+01 2.662519e+01
[27,] 1.147773e+00 3.073966e+00 7.104376e+00 1.416526e+01 2.434835e+01
[28,] 5.509913e-01 1.666253e+00 4.352535e+00 9.827347e+00 1.916258e+01
[29,] 2.323650e-01 7.887212e-01 2.313214e+00 5.876569e+00 1.293859e+01
[30,] 8.754431e-02 3.326789e-01 1.088762e+00 3.084923e+00 7.593867e+00
[31,] 2.943559e-02 1.262588e-01 4.622211e-01 1.455611e+00 3.971274e+00
[32,] 8.607995e-03 4.245487e-02 1.765151e-01 6.237474e-01 1.890213e+00
[33,] 2.107813e-03 1.220230e-02 5.888601e-02 2.384054e-01 8.162414e-01
[34,] 4.178545e-04 2.885200e-03 1.647692e-02 7.815287e-02 3.096157e-01
[35,] 6.553945e-05 5.452824e-04 3.734338e-03 2.110455e-02 9.877137e-02
[36,] 8.023679e-06 8.090898e-05 6.697468e-04 4.557832e-03 2.555321e-02
[37,] 7.610353e-07 9.330786e-06 9.376977e-05 7.730657e-04 5.234972e-03
[38,] 5.570340e-08 8.318206e-07 1.017280e-05 1.019388e-04 8.376203e-04
[39,] 3.139832e-09 5.715955e-08 8.517764e-07 1.039332e-05 1.038890e-04
[40,] 1.361473e-10 3.023033e-09 5.493015e-08 8.169563e-07 9.947798e-06
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[21,] 2.037917e+01 9.399174e+00 3.703200e+00 1.235442e+00 3.462971e-01
[22,] 3.610492e+01 1.895319e+01 8.595518e+00 3.338288e+00 1.100773e+00
[23,] 5.639359e+01 3.324970e+01 1.708319e+01 7.593965e+00 2.897615e+00
[24,] 7.877009e+01 5.186394e+01 2.987871e+01 1.499184e+01 6.513317e+00
[25,] 9.856218e+01 7.267242e+01 4.687863e+01 2.639178e+01 1.292185e+01
[26,] 1.097597e+02 9.119645e+01 6.624577e+01 4.197786e+01 2.315215e+01
[27,] 1.090514e+02 1.018160e+02 8.364043e+01 6.005662e+01 3.756165e+01
[28,] 1.007927e+02 1.023577e+02 9.393637e+01 7.636041e+01 5.441934e+01
[29,] 9.606882e+01 9.838772e+01 9.616856e+01 8.638145e+01 6.950712e+01
[30,] 1.039915e+02 1.004483e+02 9.678329e+01 9.041980e+01 7.911565e+01
[31,] 1.236884e+02 1.147240e+02 1.051597e+02 9.547886e+01 8.485699e+01
[32,] 1.454287e+02 1.369382e+02 1.242878e+02 1.093005e+02 9.396500e+01
[33,] 1.585494e+02 1.561648e+02 1.470442e+02 1.316928e+02 1.121972e+02
[34,] 1.577899e+02 1.635115e+02 1.624019e+02 1.534676e+02 1.364270e+02
[35,] 1.443993e+02 1.568119e+02 1.640096e+02 1.645028e+02 1.563011e+02
[36,] 1.238627e+02 1.395262e+02 1.526307e+02 1.613121e+02 1.633844e+02
[37,] 1.022197e+02 1.174272e+02 1.330425e+02 1.469202e+02 1.568988e+02
[38,] 8.282090e+01 9.544884e+01 1.104740e+02 1.263684e+02 1.411132e+02
[39,] 6.601494e+01 7.581358e+01 8.858907e+01 1.038030e+02 1.203785e+02
[40,] 5.138744e+01 5.860625e+01 6.883832e+01 8.188539e+01 9.766298e+01
[41,] 3.899594e+01 4.374295e+01 5.136653e+01 6.186287e+01 7.524691e+01
[42,] 2.862831e+01 3.153955e+01 3.648329e+01 4.423560e+01 5.476781e+01
[43,] 1.964420e+01 2.185959e+01 2.472478e+01 2.965578e+01 3.721362e+01
[44,] 1.194883e+01 1.410913e+01 1.598598e+01 1.871031e+01 2.337247e+01
[45,] 6.141093e+00 8.059481e+00 9.610525e+00 1.117061e+01 1.362333e+01
[46,] 2.580339e+00 3.887481e+00 5.123039e+00 6.201349e+00 7.448728e+00
[47,] 8.683222e-01 1.532522e+00 2.311201e+00 3.067257e+00 3.789548e+00
[48,] 2.309958e-01 4.837591e-01 8.533850e-01 1.290117e+00 1.729666e+00
[49,] 4.815956e-02 1.206998e-01 2.524855e-01 4.454733e-01 6.761413e-01
[50,] 7.821862e-03 2.359927e-02 5.906190e-02 1.234425e-01 2.179852e-01
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.206654e-35 7.728751e-38 2.214605e-40 5.191516e-43 9.956652e-46
 [2,] 1.157775e-32 4.951984e-35 1.732866e-37 4.961144e-40 1.162094e-42
 [3,] 4.678325e-30 2.444012e-32 1.044651e-34 3.653391e-37 1.045421e-39
 [4,] 1.456981e-27 9.298749e-30 4.856024e-32 2.075044e-34 7.255693e-37
 [5,] 3.500521e-25 2.730154e-27 1.742474e-29 9.100746e-32 3.889879e-34
 [6,] 6.496105e-23 6.193672e-25 4.832994e-27 3.086501e-29 1.613309e-31
 [7,] 9.325196e-21 1.087386e-22 1.037864e-24 8.108482e-27 5.185628e-29
 [8,] 1.037360e-18 1.480160e-20 1.728965e-22 1.653388e-24 1.294482e-26
 [9,] 8.961326e-17 1.565505e-18 2.239288e-20 2.622720e-22 2.515363e-24
[10,] 6.025493e-15 1.289557e-16 2.260172e-18 3.244187e-20 3.813744e-22
[11,] 3.161152e-13 8.293025e-15 1.782021e-16 3.136534e-18 4.522055e-20
[12,] 1.297045e-11 4.173067e-13 1.099925e-14 2.375046e-16 4.201306e-18
[13,] 4.170733e-10 1.646194e-11 5.323841e-13 1.410659e-14 3.062384e-16
[14,] 1.052648e-08 5.097298e-10 2.022728e-11 6.577011e-13 1.752190e-14
[15,] 2.087101e-07 1.239535e-08 6.033794e-10 2.406887e-11 7.866758e-13
[16,] 3.251525e-06 2.366747e-07 1.412362e-08 6.907711e-10 2.768338e-11
[17,] 3.979425e-05 3.545779e-06 2.591366e-07 1.552585e-08 7.623183e-10
[18,] 3.825261e-04 4.164727e-05 3.722101e-06 2.728488e-07 1.639620e-08
[19,] 2.889644e-03 3.833870e-04 4.181344e-05 3.744003e-06 2.749863e-07
[20,] 1.719363e-02 2.768853e-03 3.674010e-04 4.009014e-05 3.592353e-06
[21,] 8.102743e-02 1.574390e-02 2.530163e-03 3.353012e-04 3.656069e-05
[22,] 3.057417e-01 7.104281e-02 1.373269e-02 2.198596e-03 2.905582e-04
[23,] 9.412721e-01 2.582618e-01 5.942918e-02 1.140081e-02 1.814586e-03
[24,] 2.433265e+00 7.757647e-01 2.094710e-01 4.756556e-02 9.026948e-03
[25,] 5.475887e+00 1.996578e+00 6.222050e-01 1.645885e-01 3.670946e-02
[26,] 1.107822e+01 4.579005e+00 1.626483e+00 4.936890e-01 1.273076e-01
[27,] 2.039919e+01 9.582196e+00 3.874831e+00 1.342093e+00 3.961894e-01
[28,] 3.379833e+01 1.820098e+01 8.451906e+00 3.364384e+00 1.141511e+00
[29,] 4.934774e+01 3.061322e+01 1.646237e+01 7.614392e+00 3.006369e+00
[30,] 6.295518e+01 4.462107e+01 2.776045e+01 1.498324e+01 6.943025e+00
[31,] 7.194468e+01 5.645463e+01 3.993394e+01 2.494757e+01 1.354420e+01
[32,] 7.923400e+01 6.470922e+01 4.981948e+01 3.506289e+01 2.196203e+01
[33,] 9.191802e+01 7.347824e+01 5.743464e+01 4.306293e+01 2.997779e+01
[34,] 1.135291e+02 8.927924e+01 6.773961e+01 5.036348e+01 3.641981e+01
[35,] 1.384465e+02 1.132924e+02 8.619046e+01 6.230526e+01 4.386193e+01
[36,] 1.560733e+02 1.380091e+02 1.116425e+02 8.283192e+01 5.743333e+01
[37,] 1.601371e+02 1.534509e+02 1.354452e+02 1.087076e+02 7.925734e+01
[38,] 1.519893e+02 1.556442e+02 1.489654e+02 1.309768e+02 1.044727e+02
[39,] 1.359990e+02 1.471946e+02 1.503303e+02 1.428654e+02 1.246606e+02
[40,] 1.152068e+02 1.315503e+02 1.424011e+02 1.441111e+02 1.351300e+02
[41,] 9.177531e+01 1.103041e+02 1.270282e+02 1.369082e+02 1.365398e+02
[42,] 6.838290e+01 8.553464e+01 1.047223e+02 1.213224e+02 1.297617e+02
[43,] 4.746849e+01 6.099594e+01 7.831045e+01 9.752120e+01 1.134034e+02
[44,] 3.039931e+01 4.000410e+01 5.295830e+01 6.973508e+01 8.814925e+01
[45,] 1.777634e+01 2.397699e+01 3.256585e+01 4.440619e+01 5.987267e+01
[46,] 9.519741e+00 1.299366e+01 1.816763e+01 2.545924e+01 3.572201e+01
[47,] 4.736962e+00 6.370795e+00 9.095059e+00 1.316701e+01 1.902120e+01
[48,] 2.193800e+00 2.872487e+00 4.075414e+00 6.077008e+00 9.094594e+00
[49,] 9.190480e-01 1.204081e+00 1.660883e+00 2.487522e+00 3.865252e+00
[50,] 3.327829e-01 4.604795e-01 6.272181e-01 9.155391e-01 1.446035e+00
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.562259e-48 2.005496e-51 2.106325e-54 1.809964e-57 1.272532e-60
 [2,] 2.227125e-45 3.492218e-48 4.480421e-51 4.703329e-54 4.039949e-57
 [3,] 2.447707e-42 4.689348e-45 7.351221e-48 9.429979e-51 9.898812e-54
 [4,] 2.076063e-39 4.861009e-42 9.314244e-45 1.460551e-47 1.874359e-50
 [5,] 1.360665e-36 3.895277e-39 9.126650e-42 1.750190e-44 2.747140e-47
 [6,] 6.902079e-34 2.416973e-36 6.928014e-39 1.625580e-41 3.122435e-44
 [7,] 2.714802e-31 1.163511e-33 4.082397e-36 1.172713e-38 2.758188e-41
 [8,] 8.297802e-29 4.355094e-31 1.871618e-33 6.586297e-36 1.897989e-38
 [9,] 1.975467e-26 1.270515e-28 6.691869e-31 2.886627e-33 1.019838e-35
[10,] 3.671887e-24 2.895589e-26 1.870283e-28 9.894987e-31 4.288226e-33
[11,] 5.340427e-22 5.166335e-24 4.094141e-26 2.657819e-28 1.413451e-30
[12,] 6.088310e-20 7.227920e-22 7.029638e-24 5.600884e-26 3.655835e-28
[13,] 5.446566e-18 7.936057e-20 9.473155e-22 9.263700e-24 7.421097e-26
[14,] 3.824418e-16 6.838502e-18 1.001720e-19 1.201999e-21 1.181463e-23
[15,] 2.106494e-14 4.620765e-16 8.302765e-18 1.221969e-19 1.473005e-21
[16,] 9.089149e-13 2.444507e-14 5.384864e-16 9.714868e-18 1.435317e-19
[17,] 3.066578e-11 1.010473e-12 2.726973e-14 6.026594e-16 1.090583e-17
[18,] 8.073683e-10 3.256720e-11 1.075899e-12 2.910547e-14 6.446690e-16
[19,] 1.655617e-08 8.167433e-10 3.300215e-11 1.092009e-12 2.958434e-14
[20,] 2.640726e-07 1.591325e-08 7.857050e-10 3.177358e-11 1.052119e-12
[21,] 3.274837e-06 2.406934e-07 1.450373e-08 7.161163e-10 2.895984e-11
[22,] 3.161797e-05 2.827869e-06 2.076041e-07 1.249843e-08 6.166333e-10
[23,] 2.387265e-04 2.588701e-05 2.308943e-06 1.691353e-07 1.016409e-08
[24,] 1.424382e-03 1.861073e-04 2.007095e-05 1.782369e-06 1.301005e-07
[25,] 6.861404e-03 1.069062e-03 1.382402e-04 1.478343e-05 1.303862e-06
[26,] 2.773006e-02 5.074196e-03 7.761245e-04 9.879539e-05 1.042721e-05
[27,] 9.921563e-02 2.098460e-02 3.732849e-03 5.562357e-04 6.916987e-05
[28,] 3.285058e-01 7.986693e-02 1.635194e-02 2.811808e-03 4.050868e-04
[29,] 1.006407e+00 2.841015e-01 6.736466e-02 1.338167e-02 2.223251e-03
[30,] 2.736525e+00 9.102185e-01 2.539537e-01 5.918026e-02 1.148817e-02
[31,] 6.306003e+00 2.490399e+00 8.270138e-01 2.294305e-01 5.293033e-02
[32,] 1.198694e+01 5.608911e+00 2.222061e+00 7.383549e-01 2.043873e-01
[33,] 1.874995e+01 1.026103e+01 4.817795e+00 1.913517e+00 6.364744e-01
[34,] 2.485537e+01 1.542186e+01 8.424558e+00 3.957805e+00 1.573386e+00
[35,] 3.025608e+01 2.000095e+01 1.219335e+01 6.605595e+00 3.092230e+00
[36,] 3.825649e+01 2.491897e+01 1.572413e+01 9.294805e+00 4.946295e+00
[37,] 5.319826e+01 3.368701e+01 2.060318e+01 1.222816e+01 6.891673e+00
[38,] 7.531632e+01 4.942866e+01 3.004672e+01 1.729107e+01 9.556239e+00
[39,] 9.879027e+01 7.070360e+01 4.576670e+01 2.703056e+01 1.478202e+01
[40,] 1.164592e+02 9.149979e+01 6.510657e+01 4.181589e+01 2.426046e+01
[41,] 1.256111e+02 1.063859e+02 8.258547e+01 5.837397e+01 3.730465e+01
[42,] 1.270770e+02 1.142237e+02 9.463857e+01 7.228727e+01 5.062375e+01
[43,] 1.201617e+02 1.153833e+02 1.011069e+02 8.166015e+01 6.111153e+01
[44,] 1.027275e+02 1.078023e+02 1.015312e+02 8.669578e+01 6.810426e+01
[45,] 7.666328e+01 8.945480e+01 9.303226e+01 8.607207e+01 7.169088e+01
[46,] 4.921566e+01 6.372037e+01 7.441787e+01 7.679113e+01 6.994294e+01
[47,] 2.742271e+01 3.852825e+01 5.036743e+01 5.887240e+01 6.036001e+01
[48,] 1.352831e+01 2.000845e+01 2.861440e+01 3.772854e+01 4.414208e+01
[49,] 5.968902e+00 9.131459e+00 1.383376e+01 2.010571e+01 2.671451e+01
[50,] 2.334635e+00 3.713484e+00 5.836005e+00 9.043381e+00 1.333896e+01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 7.320088e-64 3.445295e-67 1.326805e-70 4.180878e-74 1.077995e-77
 [2,] 2.839401e-60 1.632953e-63 7.684707e-67 2.959362e-70 9.326059e-74
 [3,] 8.503067e-57 5.977316e-60 3.438646e-63 1.618947e-66 6.238154e-70
 [4,] 1.968601e-53 1.692199e-56 1.190555e-59 6.855937e-63 3.231625e-66
 [5,] 3.529419e-50 3.711715e-53 3.195303e-56 2.251818e-59 1.299146e-62
 [6,] 4.909886e-47 6.320711e-50 6.661866e-53 5.748842e-56 4.062000e-59
 [7,] 5.311545e-44 8.375421e-47 1.081435e-49 1.143462e-52 9.901263e-56
 [8,] 4.479028e-41 8.656340e-44 1.370135e-46 1.776184e-49 1.885934e-52
 [9,] 2.951046e-38 6.994316e-41 1.357855e-43 2.159302e-46 2.812805e-49
[10,] 1.522292e-35 4.426811e-38 1.054545e-40 2.057915e-43 3.289929e-46
[11,] 6.157811e-33 2.197707e-35 6.425583e-38 1.539057e-40 3.019935e-43
[12,] 1.954851e-30 8.563215e-33 3.072916e-35 9.033328e-38 2.175318e-40
[13,] 4.869999e-28 2.617933e-30 1.152775e-32 4.157891e-35 1.228382e-37
[14,] 9.511980e-26 6.272519e-28 3.387783e-30 1.498557e-32 5.428760e-35
[15,] 1.454206e-23 1.175726e-25 7.784363e-28 4.220424e-30 1.873651e-32
[16,] 1.736497e-21 1.720252e-23 1.395335e-25 9.266403e-28 5.038171e-30
[17,] 1.615855e-19 1.960090e-21 1.946497e-23 1.582387e-25 1.053018e-27
[18,] 1.168991e-17 1.735260e-19 2.108476e-21 2.097004e-23 1.707023e-25
[19,] 6.561273e-16 1.191138e-17 1.769904e-19 2.152401e-21 2.142218e-23
[20,] 2.852126e-14 6.328740e-16 1.149383e-17 1.708347e-19 2.077916e-21
[21,] 9.589253e-13 2.599310e-14 5.766979e-16 1.047144e-17 1.555962e-19
[22,] 2.491950e-11 8.246035e-13 2.233767e-14 4.952689e-16 8.986751e-18
[23,] 5.006908e-10 2.020658e-11 6.678234e-13 1.806966e-14 4.001941e-16
[24,] 7.795450e-09 3.830645e-10 1.542664e-11 5.088885e-13 1.374588e-14
[25,] 9.464285e-08 5.644925e-09 2.763320e-10 1.109249e-11 3.649023e-13
[26,] 9.096981e-07 6.544287e-08 3.874631e-09 1.885201e-10 7.529328e-12
[27,] 7.153311e-06 6.133224e-07 4.348148e-08 2.543200e-09 1.224962e-10
[28,] 4.877539e-05 4.896342e-06 4.087738e-07 2.831269e-08 1.623225e-09
[29,] 3.085966e-04 3.575503e-05 3.454801e-06 2.780699e-07 1.861773e-08
[30,] 1.855045e-03 2.490293e-04 2.779327e-05 2.579461e-06 1.991255e-07
[31,] 1.012521e-02 1.603394e-03 2.100512e-04 2.276541e-05 2.042304e-06
[32,] 4.691096e-02 8.899867e-03 1.393062e-03 1.797295e-04 1.910792e-05
[33,] 1.760543e-01 4.030412e-02 7.612249e-03 1.183761e-03 1.513893e-04
[34,] 5.235248e-01 1.447324e-01 3.308191e-02 6.231719e-03 9.654139e-04
[35,] 1.227374e+00 4.079951e-01 1.126743e-01 2.571754e-02 4.835132e-03
[36,] 2.293339e+00 9.055999e-01 3.001311e-01 8.271232e-02 1.884454e-02
[37,] 3.554013e+00 1.617300e+00 6.318833e-01 2.081359e-01 5.714222e-02
[38,] 5.043732e+00 2.475783e+00 1.090980e+00 4.181137e-01 1.361907e-01
[39,] 7.604980e+00 3.709546e+00 1.699125e+00 7.118353e-01 2.640896e-01
[40,] 1.278498e+01 6.185363e+00 2.782562e+00 1.171185e+00 4.568061e-01
[41,] 2.142576e+01 1.102591e+01 5.096692e+00 2.136861e+00 8.237412e-01
[42,] 3.219234e+01 1.837906e+01 9.325648e+00 4.183226e+00 1.663651e+00
[43,] 4.224375e+01 2.667874e+01 1.515685e+01 7.625814e+00 3.358380e+00
[44,] 4.974100e+01 3.379259e+01 2.112524e+01 1.193081e+01 5.966261e+00
[45,] 5.472843e+01 3.888828e+01 2.585088e+01 1.593165e+01 8.922780e+00
[46,] 5.694113e+01 4.225939e+01 2.915258e+01 1.888435e+01 1.142228e+01
[47,] 5.425404e+01 4.328328e+01 3.127465e+01 2.092553e+01 1.316361e+01
[48,] 4.502833e+01 4.003518e+01 3.138747e+01 2.212879e+01 1.436322e+01
[49,] 3.129229e+01 3.179796e+01 2.802587e+01 2.165234e+01 1.493438e+01
[50,] 1.784825e+01 2.093528e+01 2.121398e+01 1.856914e+01 1.417377e+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  
     1.4153       0.7317  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/13jvl1226405558.ps tmp/13jvl1226405558.png")
> system("convert tmp/2eou51226405558.ps tmp/2eou51226405558.png")
> system("convert tmp/30qow1226405558.ps tmp/30qow1226405558.png")
> system("convert tmp/4klo61226405558.ps tmp/4klo61226405558.png")
> system("convert tmp/51sdc1226405558.ps tmp/51sdc1226405558.png")
> system("convert tmp/64j881226405558.ps tmp/64j881226405558.png")
> system("convert tmp/7hq3m1226405558.ps tmp/7hq3m1226405558.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.232   1.315   2.871