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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> z <- c(160,171.4,192,231.2,250.8,268.4,266.9,268.5,268.2,265.3,253.8,243.4,213.6,221,227.3,221.6,222.1,232.2,229.6,238.9,238.2,223.9,215,211.1,210.6,206.6,207,201.7,204.5,204.5,195.1,205.5,187.5,173.5,172.3,167.5,157.5,151.1,148.5,147.9,145.6,139.8,138.9,141.4,148.7,150.9,147.3,144.5,134,135.1,131.4,128.4,127.6,127.4,124,123.5,128,129.9,127.6,121.8)
> y <- c(94.3,99.4,115.7,116.8,99.8,96,115.9,109.1,117.3,109.8,112.8,110.7,100,113.3,122.4,112.5,104.2,92.5,117.2,109.3,106.1,118.8,105.3,106,102,112.9,116.5,114.8,100.5,85.4,114.6,109.9,100.7,115.5,100.7,99,102.3,108.8,105.9,113.2,95.7,80.9,113.9,98.1,102.8,104.7,95.9,94.6,101.6,103.9,110.3,114.1,96.8,87.4,111.4,97.4,102.9,112.7,97,95.1)
> x <- c(4.442651256,4.565389316,4.732683506,4.76046307,4.631812117,4.670957927,4.821893169,4.768988271,4.80073697,4.769836808,4.713127327,4.698660529,4.528289142,4.653007515,4.789988623,4.692264893,4.533674184,4.469350463,4.671893818,4.625952725,4.628886713,4.730039168,4.611152258,4.639571613,4.540098189,4.630837933,4.683056725,4.662495253,4.467056884,4.404277244,4.642465971,4.562262685,4.529368473,4.616110126,4.477336814,4.53044664,4.496470769,4.56017282,4.555979942,4.573679519,4.371976299,4.297285406,4.602165677,4.475061501,4.514150788,4.542230386,4.49980967,4.497584975,4.487512143,4.646312129,4.707726774,4.705015521,4.467056884,4.49088104,4.569543008,4.558078578,4.615120517,4.678420648,4.541164856,4.541164856)
> par7 = 'Prijsindexcijfer van de industriële grondstoffen'
> par6 = 'Totale industriële activiteit'
> par5 = 'LN (activiteit in de metallurgie)'
> 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/1t3a71257174188.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/2zt201257174188.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/3jm9w1257174188.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/41avu1257174188.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/5sqnf1257174188.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  
     -201.1         66.7  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6u5ib1257174188.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]  76.08293  77.12649  78.17004  79.21359  80.25715  81.30070  82.34426
 [8]  83.38781  84.43136  85.47492  86.51847  87.56202  88.60558  89.64913
[15]  90.69269  91.73624  92.77979  93.82335  94.86690  95.91045  96.95401
[22]  97.99756  99.04112 100.08467 101.12822 102.17178 103.21533 104.25888
[29] 105.30244 106.34599 107.38955 108.43310 109.47665 110.52021 111.56376
[36] 112.60731 113.65087 114.69442 115.73798 116.78153 117.82508 118.86864
[43] 119.91219 120.95574 121.99930 123.04285 124.08641 125.12996 126.17351
[50] 127.21707

$yords
 [1] 101.0471 104.8880 108.7289 112.5699 116.4108 120.2517 124.0927 127.9336
 [9] 131.7746 135.6155 139.4564 143.2974 147.1383 150.9792 154.8202 158.6611
[17] 162.5020 166.3430 170.1839 174.0249 177.8658 181.7067 185.5477 189.3886
[25] 193.2295 197.0705 200.9114 204.7523 208.5933 212.4342 216.2751 220.1161
[33] 223.9570 227.7980 231.6389 235.4798 239.3208 243.1617 247.0026 250.8436
[41] 254.6845 258.5254 262.3664 266.2073 270.0483 273.8892 277.7301 281.5711
[49] 285.4120 289.2529

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.838914e-04 3.494626e-04 6.160044e-04 1.001836e-03 1.498192e-03
 [2,] 2.313880e-04 4.377500e-04 7.798671e-04 1.295293e-03 1.991615e-03
 [3,] 2.900248e-04 5.273730e-04 9.231737e-04 1.534698e-03 2.394019e-03
 [4,] 3.831843e-04 6.490013e-04 1.075862e-03 1.731583e-03 2.671239e-03
 [5,] 5.399779e-04 8.524730e-04 1.310222e-03 1.972551e-03 2.901404e-03
 [6,] 7.760042e-04 1.178980e-03 1.707141e-03 2.387847e-03 3.260797e-03
 [7,] 1.072563e-03 1.622870e-03 2.295549e-03 3.067901e-03 3.924884e-03
 [8,] 1.372053e-03 2.110841e-03 3.003617e-03 3.974907e-03 4.933526e-03
 [9,] 1.603140e-03 2.526182e-03 3.669456e-03 4.921758e-03 6.118156e-03
[10,] 1.730584e-03 2.780680e-03 4.130386e-03 5.664134e-03 7.172643e-03
[11,] 1.802864e-03 2.899324e-03 4.353607e-03 6.076815e-03 7.861173e-03
[12,] 1.963669e-03 3.062260e-03 4.527901e-03 6.311752e-03 8.248679e-03
[13,] 2.408293e-03 3.563538e-03 5.043619e-03 6.824170e-03 8.796900e-03
[14,] 3.293566e-03 4.687746e-03 6.344054e-03 8.218234e-03 1.023285e-02
[15,] 4.636259e-03 6.549221e-03 8.698504e-03 1.095972e-02 1.322148e-02
[16,] 6.251649e-03 8.968283e-03 1.199544e-02 1.507616e-02 1.797957e-02
[17,] 7.781115e-03 1.146469e-02 1.567173e-02 1.999602e-02 2.401459e-02
[18,] 8.821217e-03 1.341066e-02 1.886126e-02 2.465544e-02 3.015700e-02
[19,] 9.101471e-03 1.429584e-02 2.074017e-02 2.789181e-02 3.495370e-02
[20,] 8.608143e-03 1.396219e-02 2.090131e-02 2.895864e-02 3.728764e-02
[21,] 7.571599e-03 1.265662e-02 1.952504e-02 2.785866e-02 3.688440e-02
[22,] 6.326286e-03 1.086367e-02 1.722563e-02 2.526438e-02 3.436528e-02
[23,] 5.143711e-03 9.039904e-03 1.468445e-02 2.207964e-02 3.079770e-02
[24,] 4.149188e-03 7.435773e-03 1.233566e-02 1.896582e-02 2.707425e-02
[25,] 3.356053e-03 6.103465e-03 1.030546e-02 1.616214e-02 2.357423e-02
[26,] 2.759590e-03 5.034935e-03 8.584947e-03 1.366378e-02 2.030083e-02
[27,] 2.403221e-03 4.290061e-03 7.244444e-03 1.153601e-02 1.728757e-02
[28,] 2.370806e-03 4.014096e-03 6.505865e-03 1.007830e-02 1.488821e-02
[29,] 2.721219e-03 4.345574e-03 6.632637e-03 9.720363e-03 1.371823e-02
[30,] 3.416175e-03 5.289837e-03 7.731928e-03 1.074567e-02 1.431055e-02
[31,] 4.289455e-03 6.642933e-03 9.604023e-03 1.303526e-02 1.673060e-02
[32,] 5.080867e-03 8.015792e-03 1.173186e-02 1.598700e-02 2.038428e-02
[33,] 5.525451e-03 8.957692e-03 1.342957e-02 1.866501e-02 2.412854e-02
[34,] 5.457517e-03 9.127338e-03 1.409276e-02 2.012649e-02 2.665158e-02
[35,] 4.875635e-03 8.427833e-03 1.343539e-02 1.978472e-02 2.696706e-02
[36,] 3.933161e-03 7.033893e-03 1.159239e-02 1.763201e-02 2.479488e-02
[37,] 2.862295e-03 5.298967e-03 9.035004e-03 1.420718e-02 2.063703e-02
[38,] 1.877508e-03 3.599468e-03 6.352255e-03 1.033225e-02 1.551347e-02
[39,] 1.108976e-03 2.202217e-03 4.023703e-03 6.772204e-03 1.051477e-02
[40,] 5.891604e-04 1.212061e-03 2.293254e-03 3.994801e-03 6.415655e-03
[41,] 2.811528e-04 5.992991e-04 1.174358e-03 2.117681e-03 3.518631e-03
[42,] 1.203440e-04 2.658216e-04 5.395581e-04 1.007363e-03 1.731995e-03
[43,] 4.613531e-05 1.056141e-04 2.220885e-04 4.293722e-04 7.640504e-04
[44,] 1.581718e-05 3.753231e-05 8.177806e-05 1.637507e-04 3.016378e-04
[45,] 4.842834e-06 1.191338e-05 2.690124e-05 5.580120e-05 1.064280e-04
[46,] 1.322445e-06 3.373253e-06 7.895451e-06 1.696939e-05 3.351902e-05
[47,] 3.217010e-07 8.510185e-07 2.065123e-06 4.599928e-06 9.412338e-06
[48,] 6.964220e-08 1.910973e-07 4.808720e-07 1.110325e-06 2.354125e-06
[49,] 1.340434e-08 3.815938e-08 9.959377e-08 2.384335e-07 5.239509e-07
[50,] 2.292114e-09 6.770812e-09 1.833210e-08 4.551530e-08 1.036892e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.055831e-03 2.585268e-03 2.977088e-03 3.137972e-03 3.026651e-03
 [2,] 2.821778e-03 3.673300e-03 4.385622e-03 4.797107e-03 4.804214e-03
 [3,] 3.472714e-03 4.655384e-03 5.744459e-03 6.508296e-03 6.760065e-03
 [4,] 3.897296e-03 5.318300e-03 6.733367e-03 7.866668e-03 8.451842e-03
 [5,] 4.127633e-03 5.603536e-03 7.166727e-03 8.548146e-03 9.440788e-03
 [6,] 4.362366e-03 5.687099e-03 7.141021e-03 8.519638e-03 9.541680e-03
 [7,] 4.869611e-03 5.910410e-03 7.022038e-03 8.103180e-03 8.967137e-03
 [8,] 5.809206e-03 6.576628e-03 7.245230e-03 7.816613e-03 8.239965e-03
 [9,] 7.092771e-03 7.740085e-03 8.047909e-03 8.078974e-03 7.912750e-03
[10,] 8.404557e-03 9.151789e-03 9.326679e-03 8.986164e-03 8.288061e-03
[11,] 9.412808e-03 1.043777e-02 1.074772e-02 1.033033e-02 9.343701e-03
[12,] 1.006163e-02 1.142362e-02 1.206345e-02 1.186717e-02 1.091981e-02
[13,] 1.075042e-02 1.239272e-02 1.342540e-02 1.364559e-02 1.302434e-02
[14,] 1.225492e-02 1.408104e-02 1.545749e-02 1.614569e-02 1.600823e-02
[15,] 1.539138e-02 1.736696e-02 1.899862e-02 2.008773e-02 2.043954e-02
[16,] 2.056803e-02 2.279488e-02 2.463396e-02 2.599879e-02 2.672176e-02
[17,] 2.743477e-02 3.016528e-02 3.226180e-02 3.378765e-02 3.469578e-02
[18,] 3.482889e-02 3.840838e-02 4.092896e-02 4.257717e-02 4.349003e-02
[19,] 4.112308e-02 4.586576e-02 4.905792e-02 5.091054e-02 5.173711e-02
[20,] 4.488676e-02 5.092923e-02 5.502663e-02 5.727579e-02 5.807429e-02
[21,] 4.553045e-02 5.274934e-02 5.786068e-02 6.073087e-02 6.169904e-02
[22,] 4.351819e-02 5.158239e-02 5.764515e-02 6.129853e-02 6.269466e-02
[23,] 3.997730e-02 4.850722e-02 5.534779e-02 5.984799e-02 6.190562e-02
[24,] 3.598249e-02 4.468982e-02 5.212959e-02 5.747765e-02 6.037342e-02
[25,] 3.205074e-02 4.074506e-02 4.863786e-02 5.480587e-02 5.866358e-02
[26,] 2.818925e-02 3.666632e-02 4.482155e-02 5.170646e-02 5.656504e-02
[27,] 2.436287e-02 3.230658e-02 4.038030e-02 4.769773e-02 5.341447e-02
[28,] 2.092722e-02 2.794620e-02 3.543247e-02 4.266197e-02 4.881919e-02
[29,] 1.866287e-02 2.446088e-02 3.083689e-02 3.731197e-02 4.323434e-02
[30,] 1.839749e-02 2.296400e-02 2.791583e-02 3.304369e-02 3.796791e-02
[31,] 2.048852e-02 2.418189e-02 2.777695e-02 3.127661e-02 3.460964e-02
[32,] 2.448381e-02 2.794992e-02 3.065777e-02 3.269359e-02 3.423831e-02
[33,] 2.914386e-02 3.309817e-02 3.564292e-02 3.678753e-02 3.683162e-02
[34,] 3.283071e-02 3.778897e-02 4.088796e-02 4.192344e-02 4.114746e-02
[35,] 3.411091e-02 4.017831e-02 4.426822e-02 4.589799e-02 4.513076e-02
[36,] 3.230979e-02 3.912599e-02 4.419339e-02 4.678207e-02 4.669865e-02
[37,] 2.774829e-02 3.462476e-02 4.022493e-02 4.368455e-02 4.457918e-02
[38,] 2.154245e-02 2.773154e-02 3.319035e-02 3.706707e-02 3.880529e-02
[39,] 1.508709e-02 2.004919e-02 2.474246e-02 2.845064e-02 3.060946e-02
[40,] 9.515047e-03 1.305841e-02 1.662521e-02 1.969622e-02 2.179776e-02
[41,] 5.395275e-03 7.649031e-03 1.004998e-02 1.227260e-02 1.397897e-02
[42,] 2.746298e-03 4.023084e-03 5.456609e-03 6.870646e-03 8.057988e-03
[43,] 1.253068e-03 1.897173e-03 2.657011e-03 3.450712e-03 4.168603e-03
[44,] 5.117835e-04 8.010275e-04 1.158723e-03 1.552665e-03 1.932759e-03
[45,] 1.868572e-04 3.024250e-04 4.519901e-04 6.251182e-04 8.021531e-04
[46,] 6.091340e-05 1.019754e-04 1.575178e-04 2.249376e-04 2.976748e-04
[47,] 1.770956e-05 3.067612e-05 4.899036e-05 7.226315e-05 9.866943e-05
[48,] 4.587260e-06 8.224259e-06 1.358444e-05 2.070632e-05 2.918522e-05
[49,] 1.057679e-06 1.963315e-06 3.355300e-06 5.287272e-06 7.696593e-06
[50,] 2.168998e-07 4.169930e-07 7.376104e-07 1.202127e-06 1.808158e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.670954e-03 2.156443e-03 1.593007e-03 1.077308e-03 6.684002e-04
 [2,] 4.403492e-03 3.693352e-03 2.834601e-03 1.991576e-03 1.283363e-03
 [3,] 6.431413e-03 5.601577e-03 4.465530e-03 3.259164e-03 2.181229e-03
 [4,] 8.332813e-03 7.529434e-03 6.231206e-03 4.722733e-03 3.282192e-03
 [5,] 9.609239e-03 8.987478e-03 7.710906e-03 6.064125e-03 4.374444e-03
 [6,] 9.940216e-03 9.572153e-03 8.486587e-03 6.911919e-03 5.169508e-03
 [7,] 9.389607e-03 9.199798e-03 8.366059e-03 7.024321e-03 5.431983e-03
 [8,] 8.404468e-03 8.184363e-03 7.512683e-03 6.435766e-03 5.112683e-03
 [9,] 7.588694e-03 7.091103e-03 6.383526e-03 5.463457e-03 4.395915e-03
[10,] 7.407966e-03 6.468895e-03 5.521368e-03 4.572590e-03 3.631949e-03
[11,] 8.038766e-03 6.656663e-03 5.357462e-03 4.207968e-03 3.215379e-03
[12,] 9.462927e-03 7.793414e-03 6.161078e-03 4.714192e-03 3.504314e-03
[13,] 1.171588e-02 9.991724e-03 8.138410e-03 6.374722e-03 4.821872e-03
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[29,] 6.505058e-03 4.567154e-03 2.982343e-03 1.814548e-03 1.034070e-03
[30,] 9.227591e-03 6.650807e-03 4.440108e-03 2.739369e-03 1.561695e-03
[31,] 1.268806e-02 9.421122e-03 6.482668e-03 4.117717e-03 2.409377e-03
[32,] 1.621022e-02 1.237241e-02 8.771569e-03 5.748157e-03 3.471338e-03
[33,] 1.902866e-02 1.485233e-02 1.080816e-02 7.289765e-03 4.539394e-03
[34,] 2.068317e-02 1.637978e-02 1.215455e-02 8.393487e-03 5.368238e-03
[35,] 2.127194e-02 1.692103e-02 1.268055e-02 8.889504e-03 5.797772e-03
[36,] 2.134469e-02 1.689842e-02 1.264699e-02 8.896657e-03 5.852520e-03
[37,] 2.147844e-02 1.688455e-02 1.252943e-02 8.750235e-03 5.733076e-03
[38,] 2.183547e-02 1.718260e-02 1.268298e-02 8.774746e-03 5.686064e-03
[39,] 2.202924e-02 1.759648e-02 1.308401e-02 9.054911e-03 5.834719e-03
[40,] 2.139263e-02 1.755841e-02 1.333688e-02 9.369798e-03 6.089886e-03
[41,] 1.944520e-02 1.651654e-02 1.293899e-02 9.337649e-03 6.205917e-03
[42,] 1.622678e-02 1.430360e-02 1.161228e-02 8.666196e-03 5.940930e-03
[43,] 1.228872e-02 1.124345e-02 9.475313e-03 7.334629e-03 5.208766e-03
[44,] 8.393566e-03 7.959787e-03 6.963399e-03 5.596248e-03 4.124361e-03
[45,] 5.157518e-03 5.055132e-03 4.586182e-03 3.826425e-03 2.928104e-03
[46,] 2.852826e-03 2.875749e-03 2.700348e-03 2.337402e-03 1.857070e-03
[47,] 1.428000e-03 1.466693e-03 1.420276e-03 1.273678e-03 1.050150e-03
[48,] 6.560552e-04 6.738065e-04 6.679066e-04 6.188444e-04 5.289783e-04
[49,] 2.855460e-04 2.824249e-04 2.819969e-04 2.683414e-04 2.372924e-04
[50,] 1.247728e-04 1.112998e-04 1.081258e-04 1.042195e-04 9.487301e-05

> 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  
    -15.734        1.915  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/78s9f1257174188.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] 4.220420 4.234264 4.248107 4.261951 4.275795 4.289638 4.303482 4.317326
 [9] 4.331169 4.345013 4.358857 4.372700 4.386544 4.400387 4.414231 4.428075
[17] 4.441918 4.455762 4.469606 4.483449 4.497293 4.511137 4.524980 4.538824
[25] 4.552667 4.566511 4.580355 4.594198 4.608042 4.621886 4.635729 4.649573
[33] 4.663417 4.677260 4.691104 4.704947 4.718791 4.732635 4.746478 4.760322
[41] 4.774166 4.788009 4.801853 4.815697 4.829540 4.843384 4.857227 4.871071
[49] 4.884915 4.898758

$yords
 [1] 101.0471 104.8880 108.7289 112.5699 116.4108 120.2517 124.0927 127.9336
 [9] 131.7746 135.6155 139.4564 143.2974 147.1383 150.9792 154.8202 158.6611
[17] 162.5020 166.3430 170.1839 174.0249 177.8658 181.7067 185.5477 189.3886
[25] 193.2295 197.0705 200.9114 204.7523 208.5933 212.4342 216.2751 220.1161
[33] 223.9570 227.7980 231.6389 235.4798 239.3208 243.1617 247.0026 250.8436
[41] 254.6845 258.5254 262.3664 266.2073 270.0483 273.8892 277.7301 281.5711
[49] 285.4120 289.2529

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.474099e-02 3.024550e-02 5.565236e-02 9.180003e-02 1.357161e-01
 [2,] 1.455275e-02 3.143434e-02 6.098010e-02 1.061557e-01 1.657555e-01
 [3,] 1.337531e-02 3.023386e-02 6.159090e-02 1.128093e-01 1.855660e-01
 [4,] 1.171664e-02 2.732793e-02 5.801839e-02 1.112583e-01 1.920873e-01
 [5,] 1.030125e-02 2.389068e-02 5.192313e-02 1.032663e-01 1.860247e-01
 [6,] 1.011281e-02 2.146912e-02 4.567989e-02 9.216390e-02 1.712504e-01
 [7,] 1.260190e-02 2.216870e-02 4.232519e-02 8.226668e-02 1.535390e-01
 [8,] 1.992421e-02 2.907776e-02 4.606233e-02 7.914810e-02 1.401227e-01
 [9,] 3.492459e-02 4.653848e-02 6.293067e-02 9.064683e-02 1.406822e-01
[10,] 6.057619e-02 7.970814e-02 1.007850e-01 1.275434e-01 1.688159e-01
[11,] 9.883742e-02 1.330517e-01 1.677385e-01 2.024519e-01 2.419320e-01
[12,] 1.493951e-01 2.080744e-01 2.689294e-01 3.260395e-01 3.776696e-01
[13,] 2.092296e-01 3.015300e-01 4.028247e-01 5.013112e-01 5.866356e-01
[14,] 2.738138e-01 4.057979e-01 5.595755e-01 7.188724e-01 8.641077e-01
[15,] 3.397141e-01 5.122289e-01 7.238049e-01 9.572351e-01 1.185991e+00
[16,] 4.068873e-01 6.159950e-01 8.817021e-01 1.190434e+00 1.514137e+00
[17,] 4.784036e-01 7.188719e-01 1.028449e+00 1.400233e+00 1.811341e+00
[18,] 5.567321e-01 8.267273e-01 1.170016e+00 1.585166e+00 2.058648e+00
[19,] 6.385768e-01 9.420617e-01 1.316114e+00 1.758530e+00 2.263118e+00
[20,] 7.122466e-01 1.056474e+00 1.467781e+00 1.934335e+00 2.448358e+00
[21,] 7.605438e-01 1.149370e+00 1.608559e+00 2.109997e+00 2.632118e+00
[22,] 7.683706e-01 1.195514e+00 1.707199e+00 2.258890e+00 2.806210e+00
[23,] 7.305935e-01 1.177570e+00 1.731958e+00 2.340045e+00 2.934146e+00
[24,] 6.552609e-01 1.095822e+00 1.667865e+00 2.319874e+00 2.969670e+00
[25,] 5.603986e-01 9.691231e-01 1.526020e+00 2.191974e+00 2.884214e+00
[26,] 4.666392e-01 8.270231e-01 1.339659e+00 1.982686e+00 2.685344e+00
[27,] 3.898163e-01 6.981167e-01 1.150311e+00 1.740241e+00 2.415607e+00
[28,] 3.366670e-01 6.005012e-01 9.921409e-01 1.515075e+00 2.134482e+00
[29,] 3.045423e-01 5.376901e-01 8.814374e-01 1.341702e+00 1.894748e+00
[30,] 2.843314e-01 5.002492e-01 8.140801e-01 1.228974e+00 1.724263e+00
[31,] 2.650826e-01 4.715996e-01 7.704103e-01 1.160621e+00 1.618847e+00
[32,] 2.385631e-01 4.355868e-01 7.250548e-01 1.104661e+00 1.547274e+00
[33,] 2.020714e-01 3.829487e-01 6.579672e-01 1.028052e+00 1.466141e+00
[34,] 1.585077e-01 3.141129e-01 5.622352e-01 9.108675e-01 1.339241e+00
[35,] 1.140252e-01 2.373954e-01 4.453282e-01 7.537457e-01 1.153167e+00
[36,] 7.478547e-02 1.640595e-01 3.237702e-01 5.753309e-01 9.216409e-01
[37,] 4.455929e-02 1.031939e-01 2.147687e-01 4.019306e-01 6.769172e-01
[38,] 2.406362e-02 5.890518e-02 1.294917e-01 2.557442e-01 4.540190e-01
[39,] 1.176002e-02 3.045476e-02 7.079198e-02 1.477482e-01 2.769669e-01
[40,] 5.195166e-03 1.424210e-02 3.503278e-02 7.733847e-02 1.532674e-01
[41,] 2.072906e-03 6.018472e-03 1.567478e-02 3.662671e-02 7.679976e-02
[42,] 7.465825e-04 2.296540e-03 6.335597e-03 1.567750e-02 3.480224e-02
[43,] 2.425949e-04 7.908448e-04 2.311777e-03 6.060297e-03 1.424911e-02
[44,] 7.109240e-05 2.456660e-04 7.611205e-04 2.114412e-03 5.267410e-03
[45,] 1.878309e-05 6.881465e-05 2.260130e-04 6.655190e-04 1.757111e-03
[46,] 4.473060e-06 1.737701e-05 6.051243e-05 1.889056e-04 5.286992e-04
[47,] 9.599487e-07 3.954831e-06 1.460406e-05 4.834080e-05 1.434425e-04
[48,] 1.856200e-07 8.110682e-07 3.176345e-06 1.114967e-05 3.508221e-05
[49,] 3.233532e-08 1.498642e-07 6.224899e-07 2.317423e-06 7.732872e-06
[50,] 5.074090e-09 2.494572e-08 1.099075e-07 4.339853e-07 1.535896e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.797897e-01 2.133887e-01 2.268769e-01 2.160571e-01 0.1842731282
 [2,] 2.320711e-01 2.912682e-01 3.276365e-01 3.302472e-01 0.2982398718
 [3,] 2.739741e-01 3.629098e-01 4.311485e-01 4.592801e-01 0.4385825564
 [4,] 2.981382e-01 4.156627e-01 5.202873e-01 5.844573e-01 0.5890173089
 [5,] 3.022021e-01 4.418511e-01 5.808423e-01 6.860667e-01 0.7277746074
 [6,] 2.891859e-01 4.412433e-01 6.067274e-01 7.508466e-01 0.8356329145
 [7,] 2.658607e-01 4.200484e-01 6.010030e-01 7.760478e-01 0.9028274216
 [8,] 2.411818e-01 3.883289e-01 5.731930e-01 7.681997e-01 0.9306179342
 [9,] 2.266075e-01 3.589411e-01 5.365779e-01 7.393646e-01 0.9279437880
[10,] 2.380938e-01 3.493402e-01 5.088197e-01 7.058065e-01 0.9081472679
[11,] 2.973941e-01 3.843081e-01 5.155340e-01 6.912227e-01 0.8904887823
[12,] 4.296175e-01 4.955556e-01 5.924953e-01 7.313472e-01 0.9059125134
[13,] 6.554324e-01 7.148124e-01 7.812226e-01 8.734048e-01 1.0008140295
[14,] 9.795987e-01 1.060428e+00 1.115627e+00 1.165319e+00 1.2312701271
[15,] 1.381469e+00 1.522476e+00 1.603049e+00 1.635237e+00 1.6446358634
[16,] 1.815045e+00 2.055424e+00 2.208896e+00 2.269289e+00 2.2534792291
[17,] 2.222976e+00 2.586797e+00 2.856407e+00 3.000640e+00 3.0144905465
[18,] 2.560185e+00 3.042489e+00 3.447807e+00 3.721138e+00 3.8271829621
[19,] 2.813831e+00 3.377475e+00 3.900646e+00 4.316071e+00 4.5598304181
[20,] 3.005219e+00 3.593376e+00 4.180638e+00 4.707231e+00 5.0946764677
[21,] 3.169862e+00 3.729843e+00 4.310717e+00 4.880830e+00 5.3704160693
[22,] 3.327771e+00 3.833626e+00 4.349430e+00 4.883537e+00 5.3988431861
[23,] 3.464666e+00 3.925447e+00 4.352087e+00 4.789445e+00 5.2473945316
[24,] 3.537873e+00 3.987013e+00 4.339734e+00 4.659168e+00 5.0000617487
[25,] 3.502990e+00 3.976013e+00 4.294727e+00 4.515617e+00 4.7206050372
[26,] 3.342982e+00 3.857267e+00 4.182419e+00 4.347622e+00 4.4368165977
[27,] 3.081222e+00 3.628500e+00 3.981469e+00 4.133427e+00 4.1485506980
[28,] 2.772524e+00 3.325659e+00 3.702649e+00 3.865511e+00 3.8479954713
[29,] 2.479890e+00 3.007682e+00 3.386982e+00 3.561653e+00 3.5369800215
[30,] 2.250034e+00 2.731651e+00 3.087862e+00 3.258955e+00 3.2324331716
[31,] 2.097471e+00 2.530582e+00 2.848327e+00 2.997296e+00 2.9601933890
[32,] 2.001536e+00 2.401616e+00 2.683294e+00 2.801286e+00 2.7426256466
[33,] 1.916716e+00 2.308000e+00 2.572642e+00 2.667726e+00 2.5860406693
[34,] 1.793019e+00 2.194842e+00 2.468218e+00 2.563517e+00 2.4730652064
[35,] 1.598472e+00 2.013609e+00 2.313914e+00 2.436816e+00 2.3645607485
[36,] 1.333071e+00 1.744594e+00 2.071392e+00 2.239081e+00 2.2131724869
[37,] 1.027010e+00 1.405620e+00 1.738646e+00 1.948322e+00 1.9842579129
[38,] 7.250100e-01 1.042341e+00 1.350820e+00 1.580565e+00 1.6734027237
[39,] 4.665532e-01 7.066484e-01 9.631196e-01 1.182484e+00 1.3097087008
[40,] 2.727575e-01 4.360667e-01 6.266255e-01 8.099284e-01 0.9424930121
[41,] 1.445399e-01 2.442331e-01 3.706523e-01 5.054478e-01 0.6197293634
[42,] 6.931922e-02 1.239098e-01 1.988258e-01 2.864787e-01 0.3708029476
[43,] 3.005289e-02 5.686654e-02 9.655585e-02 1.471460e-01 0.2013205881
[44,] 1.176857e-02 2.358424e-02 4.239861e-02 6.838861e-02 0.0989928229
[45,] 4.159965e-03 8.832315e-03 1.681903e-02 2.872913e-02 0.0440252255
[46,] 1.326691e-03 2.985141e-03 6.023260e-03 1.089965e-02 0.0176911092
[47,] 3.815884e-04 9.101170e-04 1.946329e-03 3.732388e-03 0.0064186864
[48,] 9.895305e-05 2.502167e-04 5.672520e-04 1.153022e-03 0.0021015114
[49,] 2.312935e-05 6.201520e-05 1.490628e-04 3.212199e-04 0.0006206166
[50,] 4.872033e-06 1.385298e-05 3.530879e-05 8.067737e-05 0.0001652618
             [,11]        [,12]        [,13]        [,14]       [,15]
 [1,] 0.1407464496 0.0962697296 0.0589806965 0.0324014897 0.016033463
 [2,] 0.2412777376 0.1748498489 0.1135177677 0.0660816741 0.034620506
 [3,] 0.3753738562 0.2879106757 0.1979005646 0.1219859791 0.067633497
 [4,] 0.5324128865 0.4315398278 0.3136289792 0.2044695298 0.119871526
 [5,] 0.6930822241 0.5923752560 0.4543176121 0.3127438153 0.193606993
 [6,] 0.8358991688 0.7512578016 0.6064637569 0.4397939565 0.286927435
 [7,] 0.9454183378 0.8906219871 0.7544899779 0.5747757909 0.394211450
 [8,] 1.0168495581 1.0010375891 0.8873588149 0.7081799409 0.509296706
 [9,] 1.0546774429 1.0825580363 1.0021822120 0.8363906875 0.629666089
[10,] 1.0684476033 1.1411230967 1.1024885930 0.9621348536 0.758489105
[11,] 1.0717167549 1.1851946762 1.1938316677 1.0906798150 0.902515270
[12,] 1.0869751111 1.2279450229 1.2824959359 1.2258668202 1.067274971
[13,] 1.1526126038 1.2948221643 1.3806603761 1.3710177352 1.253947837
[14,] 1.3235245317 1.4297126131 1.5150104960 1.5359223593 1.461776951
[15,] 1.6585739781 1.6907500513 1.7305267960 1.7451057620 1.695772881
[16,] 2.1954254353 2.1313224410 2.0814271134 2.0389315500 1.974230411
[17,] 2.9226240992 2.7710932778 2.6078853365 2.4611326226 2.328035432
[18,] 3.7648698192 3.5710013122 3.3072591298 3.0343112781 2.786886954
[19,] 4.5947690427 4.4288791909 4.1160512510 3.7349480801 3.356296690
[20,] 5.2713715925 5.2040826849 4.9169803292 4.4841990255 3.998365842
[21,] 5.6890245126 5.7630437537 5.5726233052 5.1643514654 4.630776216
[22,] 5.8116713607 6.0237758069 5.9705827650 5.6555000535 5.148466309
[23,] 5.6755150683 5.9772588276 6.0575931406 5.8739473933 5.457579145
[24,] 5.3620553586 5.6780803421 5.8477299943 5.7937514354 5.503750311
[25,] 4.9597599885 5.2144379953 5.4062689664 5.4452352357 5.282728743
[26,] 4.5351166458 4.6757473162 4.8224883823 4.8977521504 4.834115214
[27,] 4.1234930530 4.1315278658 4.1848926975 4.2382547622 4.226835952
[28,] 3.7368426148 3.6249651715 3.5651913026 3.5526759852 3.543348927
[29,] 3.3778382831 3.1769321445 3.0111282107 2.9117734457 2.864431142
[30,] 3.0507908479 2.7941998408 2.5462597254 2.3619746192 2.255018856
[31,] 2.7650627891 2.4770567107 2.1747817337 1.9227634315 1.754026053
[32,] 2.5316497534 2.2237791272 1.8890116017 1.5912034706 1.372065811
[33,] 2.3558290992 2.0310552848 1.6763187891 1.3510700718 1.097748220
[34,] 2.2294397939 1.8908878812 1.5226874679 1.1818599589 0.908554020
[35,] 2.1271505807 1.7863850789 1.4122549255 1.0638358698 0.780481913
[36,] 2.0110259325 1.6906325303 1.3251536480 0.9785514072 0.692864553
[37,] 1.8441784710 1.5722701785 1.2376974511 0.9075453834 0.628666485
[38,] 1.6077537115 1.4071096916 1.1274781097 0.8328017719 0.573250178
[39,] 1.3111897911 1.1896310296 0.9816695717 0.7404404071 0.514509695
[40,] 0.9886872534 0.9365890235 0.8031470704 0.6255748438 0.444962284
[41,] 0.6837643612 0.6796491334 0.6095686850 0.4944200389 0.363931772
[42,] 0.4313825832 0.4514108069 0.4253184914 0.3613418052 0.277425284
[43,] 0.2473748563 0.2731243643 0.2711369469 0.2422377106 0.195039525
[44,] 0.1286231110 0.1500614195 0.1572678021 0.1481453594 0.125542454
[45,] 0.0605360136 0.0747057619 0.0827647760 0.0823481928 0.073623519
[46,] 0.0257581252 0.0336478128 0.0394426766 0.0415003803 0.039207109
[47,] 0.0099000230 0.0136963735 0.0169985876 0.0189291746 0.018917344
[48,] 0.0034347197 0.0050344638 0.0066185069 0.0078048238 0.008257106
[49,] 0.0010751254 0.0016700860 0.0023264545 0.0029064545 0.003256798
[50,] 0.0003035065 0.0004997606 0.0007378699 0.0009768982 0.001159853
            [,16]       [,17]       [,18]        [,19]        [,20]
 [1,] 0.007277187 0.003234533 0.001673616 0.0012158699 0.0011367088
 [2,] 0.016570952 0.007659949 0.003998773 0.0028902128 0.0027643237
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 [6,] 5.713852e-05 2.117267e-05 7.201511e-06 2.228608e-06 6.236648e-07
 [7,] 2.209176e-04 8.720900e-05 3.156198e-05 1.038364e-05 3.087380e-06
 [8,] 7.693990e-04 3.235065e-04 1.245607e-04 4.356144e-05 1.376068e-05
 [9,] 2.413771e-03 1.080788e-03 4.426628e-04 1.645471e-04 5.522049e-05
[10,] 6.821419e-03 3.251897e-03 1.416577e-03 5.596451e-04 1.995125e-04
[11,] 1.736657e-02 8.812186e-03 4.082134e-03 1.713846e-03 6.490088e-04
[12,] 3.983527e-02 2.150839e-02 1.059322e-02 4.725791e-03 1.900837e-03
[13,] 8.234532e-02 4.728930e-02 2.475654e-02 1.173371e-02 5.012579e-03
[14,] 1.534693e-01 9.368138e-02 5.211112e-02 2.623531e-02 1.190195e-02
[15,] 2.580944e-01 1.672934e-01 9.882341e-02 5.283112e-02 2.544791e-02
[16,] 3.922787e-01 2.695401e-01 1.689260e-01 9.584590e-02 4.900514e-02
[17,] 5.404640e-01 3.924948e-01 2.605403e-01 1.567467e-01 8.502587e-02
[18,] 6.788158e-01 5.182905e-01 3.633065e-01 2.313709e-01 1.330262e-01
[19,] 7.854962e-01 6.247698e-01 4.599297e-01 3.090760e-01 1.880139e-01
[20,] 8.534340e-01 6.964106e-01 5.331388e-01 3.758183e-01 2.410428e-01
[21,] 8.977503e-01 7.350880e-01 5.757317e-01 4.211751e-01 2.829414e-01
[22,] 9.521353e-01 7.638340e-01 5.983092e-01 4.463884e-01 3.104029e-01
[23,] 1.055286e+00 8.203097e-01 6.295864e-01 4.688837e-01 3.316236e-01
[24,] 1.234709e+00 9.427543e-01 7.080076e-01 5.199085e-01 3.680775e-01
[25,] 1.495983e+00 1.155051e+00 8.679024e-01 6.351588e-01 4.503142e-01
[26,] 1.821400e+00 1.457051e+00 1.125659e+00 8.413825e-01 6.080662e-01
[27,] 2.176974e+00 1.823320e+00 1.471092e+00 1.143734e+00 8.574397e-01
[28,] 2.524342e+00 2.210694e+00 1.867816e+00 1.519314e+00 1.190193e+00
[29,] 2.833073e+00 2.572574e+00 2.264085e+00 1.921533e+00 1.571311e+00
[30,] 3.088012e+00 2.874364e+00 2.611024e+00 2.295973e+00 1.949127e+00
[31,] 3.287189e+00 3.101768e+00 2.879334e+00 2.601213e+00 2.275594e+00
[32,] 3.431342e+00 3.256397e+00 3.064052e+00 2.822395e+00 2.525937e+00
[33,] 3.513599e+00 3.342383e+00 3.174144e+00 2.968029e+00 2.704397e+00
[34,] 3.519455e+00 3.356049e+00 3.215925e+00 3.052572e+00 2.831167e+00
[35,] 3.438521e+00 3.288557e+00 3.184965e+00 3.079193e+00 2.920121e+00
[36,] 3.277640e+00 3.138949e+00 3.073306e+00 3.037009e+00 2.964767e+00
[37,] 3.062374e+00 2.924222e+00 2.884038e+00 2.913898e+00 2.942896e+00
[38,] 2.824129e+00 2.675476e+00 2.638341e+00 2.712072e+00 2.834557e+00
[39,] 2.583197e+00 2.422412e+00 2.367817e+00 2.452332e+00 2.637790e+00
[40,] 2.340955e+00 2.178959e+00 2.098845e+00 2.164412e+00 2.370821e+00
[41,] 2.085782e+00 1.940886e+00 1.842020e+00 1.872966e+00 2.062138e+00
[42,] 1.806351e+00 1.695382e+00 1.593672e+00 1.590375e+00 1.738581e+00
[43,] 1.502413e+00 1.434000e+00 1.345913e+00 1.319507e+00 1.419699e+00
[44,] 1.187453e+00 1.160202e+00 1.096439e+00 1.061240e+00 1.118902e+00
[45,] 8.839034e-01 8.886709e-01 8.520465e-01 8.197846e-01 8.466290e-01
[46,] 6.149715e-01 6.390178e-01 6.257320e-01 6.029665e-01 6.115620e-01
[47,] 3.972698e-01 4.283313e-01 4.309148e-01 4.190742e-01 4.195114e-01
[48,] 2.368954e-01 2.659945e-01 2.764275e-01 2.733853e-01 2.719539e-01
[49,] 1.297356e-01 1.522090e-01 1.642066e-01 1.663639e-01 1.658088e-01
[50,] 6.497161e-02 7.987978e-02 8.985164e-02 9.388910e-02 9.459532e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 8.099007e-12 1.358162e-12 2.044865e-13 2.760717e-14 3.339561e-15
 [2,] 7.198340e-11 1.281947e-11 2.049358e-12 2.937376e-13 3.772081e-14
 [3,] 5.760164e-10 1.089375e-10 1.849066e-11 2.813676e-12 3.835721e-13
 [4,] 4.149928e-09 8.334445e-10 1.502006e-10 2.426435e-11 3.511483e-12
 [5,] 2.691813e-08 5.740677e-09 1.098427e-09 1.883821e-10 2.894063e-11
 [6,] 1.571985e-07 3.559903e-08 7.231912e-09 1.316707e-09 2.147344e-10
 [7,] 8.265110e-07 1.987468e-07 4.286630e-08 8.285451e-09 1.434401e-09
 [8,] 3.912409e-06 9.989596e-07 2.287488e-07 4.693744e-08 8.626085e-09
 [9,] 1.667383e-05 4.520453e-06 1.098961e-06 2.393868e-07 4.670168e-08
[10,] 6.397653e-05 1.841625e-05 4.753196e-06 1.099152e-06 2.276283e-07
[11,] 2.210044e-04 6.754701e-05 1.850842e-05 4.543518e-06 9.988374e-07
[12,] 6.873499e-04 2.230476e-04 6.488342e-05 1.690846e-05 3.945835e-06
[13,] 1.924669e-03 6.630994e-04 2.047768e-04 5.664934e-05 1.403329e-05
[14,] 4.852293e-03 1.774829e-03 5.818567e-04 1.708712e-04 4.493255e-05
[15,] 1.101472e-02 4.277077e-03 1.488507e-03 4.640188e-04 1.295244e-04
[16,] 2.251575e-02 9.280811e-03 3.428574e-03 1.134538e-03 3.361662e-04
[17,] 4.145695e-02 1.813658e-02 7.111650e-03 2.497919e-03 7.856418e-04
[18,] 6.879507e-02 3.193364e-02 1.328872e-02 4.954055e-03 1.653894e-03
[19,] 1.030256e-01 5.071374e-02 2.238983e-02 8.858052e-03 3.138859e-03
[20,] 1.396754e-01 7.282894e-02 3.409287e-02 1.431037e-02 5.382218e-03
[21,] 1.726969e-01 9.516946e-02 4.718253e-02 2.100229e-02 8.384432e-03
[22,] 1.980771e-01 1.148590e-01 6.016906e-02 2.837918e-02 1.202905e-02
[23,] 2.185286e-01 1.323100e-01 7.293603e-02 3.640386e-02 1.639880e-02
[24,] 2.469317e-01 1.545330e-01 8.914124e-02 4.701246e-02 2.255203e-02
[25,] 3.060410e-01 1.968427e-01 1.183859e-01 6.593181e-02 3.375946e-02
[26,] 4.229991e-01 2.810184e-01 1.765813e-01 1.039392e-01 5.682406e-02
[27,] 6.191405e-01 4.288149e-01 2.828520e-01 1.761167e-01 1.025585e-01
[28,] 8.982285e-01 6.517711e-01 4.522943e-01 2.977079e-01 1.840742e-01
[29,] 1.238987e+00 9.413964e-01 6.864171e-01 4.765812e-01 3.119217e-01
[30,] 1.598330e+00 1.266331e+00 9.663999e-01 7.052133e-01 4.869812e-01
[31,] 1.927288e+00 1.581714e+00 1.255628e+00 9.578966e-01 6.948851e-01
[32,] 2.192822e+00 1.849013e+00 1.514171e+00 1.198336e+00 9.073888e-01
[33,] 2.391834e+00 2.055462e+00 1.719343e+00 1.396935e+00 1.093599e+00
[34,] 2.546373e+00 2.219154e+00 1.879251e+00 1.548683e+00 1.237142e+00
[35,] 2.681999e+00 2.373855e+00 2.027915e+00 1.678766e+00 1.348762e+00
[36,] 2.804688e+00 2.542420e+00 2.202335e+00 1.828998e+00 1.463870e+00
[37,] 2.893159e+00 2.716927e+00 2.415357e+00 2.031171e+00 1.623315e+00
[38,] 2.911284e+00 2.859008e+00 2.642063e+00 2.283425e+00 1.847372e+00
[39,] 2.829849e+00 2.918941e+00 2.828146e+00 2.544473e+00 2.118553e+00
[40,] 2.641916e+00 2.859682e+00 2.913905e+00 2.748841e+00 2.383688e+00
[41,] 2.363885e+00 2.671515e+00 2.858965e+00 2.833495e+00 2.573852e+00
[42,] 2.026144e+00 2.372398e+00 2.655551e+00 2.761344e+00 2.630850e+00
[43,] 1.662329e+00 1.998764e+00 2.327565e+00 2.531870e+00 2.527314e+00
[44,] 1.302869e+00 1.594236e+00 1.920318e+00 2.177828e+00 2.273302e+00
[45,] 9.725043e-01 1.200526e+00 1.487298e+00 1.752935e+00 1.909916e+00
[46,] 6.890342e-01 8.509600e-01 1.078044e+00 1.316530e+00 1.495077e+00
[47,] 4.620735e-01 5.662732e-01 7.290022e-01 9.196639e-01 1.087330e+00
[48,] 2.926772e-01 3.531871e-01 4.587046e-01 5.956099e-01 7.323447e-01
[49,] 1.748016e-01 2.063709e-01 2.681276e-01 3.566237e-01 4.553222e-01
[50,] 9.825397e-02 1.130264e-01 1.455500e-01 1.970205e-01 2.605576e-01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.617994e-16 3.509451e-17 3.047405e-18 2.368641e-19 1.647863e-20
 [2,] 4.338062e-15 4.466756e-16 4.117201e-17 3.396926e-18 2.508537e-19
 [3,] 4.682698e-14 5.118195e-15 5.007775e-16 4.385746e-17 3.437878e-18
 [4,] 4.550641e-13 5.279790e-14 5.483556e-15 5.097711e-16 4.241647e-17
 [5,] 3.981268e-12 4.903294e-13 5.405685e-14 5.334302e-15 4.711389e-16
 [6,] 3.135777e-11 4.099523e-12 4.797476e-13 5.025200e-14 4.711255e-15
 [7,] 2.223529e-10 3.085687e-11 3.833077e-12 4.261883e-13 4.241276e-14
 [8,] 1.419428e-09 2.090945e-10 2.757110e-11 3.254028e-12 3.437382e-13
 [9,] 8.157530e-09 1.275579e-09 1.785394e-10 2.236733e-11 2.508027e-12
[10,] 4.220633e-08 7.005596e-09 1.040847e-09 1.384139e-10 1.647438e-11
[11,] 1.965941e-07 3.463826e-08 5.462765e-09 7.711126e-10 9.742233e-11
[12,] 8.243993e-07 1.541845e-07 2.581140e-08 3.867491e-09 5.186582e-10
[13,] 3.112291e-06 6.178747e-07 1.097957e-07 1.746286e-08 2.485873e-09
[14,] 1.057797e-05 2.229148e-06 4.204729e-07 7.098737e-08 1.072647e-08
[15,] 3.236771e-05 7.240444e-06 1.449704e-06 2.597988e-07 4.167040e-08
[16,] 8.917274e-05 2.117400e-05 4.500237e-06 8.560766e-07 1.457554e-07
[17,] 2.212179e-04 5.575883e-05 1.257980e-05 2.540296e-06 4.591298e-07
[18,] 4.943393e-04 1.322688e-04 3.167904e-05 6.791291e-06 1.303138e-06
[19,] 9.959350e-04 2.829108e-04 7.194339e-05 1.637718e-05 3.337254e-06
[20,] 1.813128e-03 5.469716e-04 1.477498e-04 3.573556e-05 7.739079e-06
[21,] 3.000164e-03 9.619466e-04 2.763352e-04 7.112034e-05 1.640016e-05
[22,] 4.577545e-03 1.563119e-03 4.788838e-04 1.316297e-04 3.246586e-05
[23,] 6.655309e-03 2.431260e-03 7.991869e-04 2.363793e-04 6.292068e-05
[24,] 9.809627e-03 3.862265e-03 1.375087e-03 4.424802e-04 1.286520e-04
[25,] 1.581327e-02 6.752375e-03 2.621871e-03 9.239743e-04 2.950735e-04
[26,] 2.865093e-02 1.324758e-02 5.591856e-03 2.146884e-03 7.474846e-04
[27,] 5.537745e-02 2.752015e-02 1.250989e-02 5.176012e-03 1.941708e-03
[28,] 1.058835e-01 5.617447e-02 2.728969e-02 1.207048e-02 4.839551e-03
[29,] 1.904315e-01 1.074105e-01 5.552630e-02 2.614387e-02 1.115829e-02
[30,] 3.146149e-01 1.881607e-01 1.032611e-01 5.164501e-02 2.341994e-02
[31,] 4.734843e-01 2.995084e-01 1.741635e-01 9.239544e-02 4.446919e-02
[32,] 6.489303e-01 4.326618e-01 2.659516e-01 1.494166e-01 7.624051e-02
[33,] 8.145493e-01 5.691738e-01 3.683841e-01 2.186100e-01 1.180597e-01
[34,] 9.483103e-01 6.878914e-01 4.655575e-01 2.904447e-01 1.654977e-01
[35,] 1.046922e+00 7.767553e-01 5.432376e-01 3.532317e-01 2.111178e-01
[36,] 1.131964e+00 8.426708e-01 5.980727e-01 3.994059e-01 2.476914e-01
[37,] 1.241096e+00 9.116818e-01 6.426599e-01 4.314618e-01 2.726758e-01
[38,] 1.407038e+00 1.016741e+00 7.015876e-01 4.631415e-01 2.911841e-01
[39,] 1.635877e+00 1.178582e+00 7.988965e-01 5.136879e-01 3.148562e-01
[40,] 1.897600e+00 1.390495e+00 9.433319e-01 5.973696e-01 3.563140e-01
[41,] 2.134562e+00 1.616051e+00 1.119866e+00 7.139336e-01 4.218369e-01
[42,] 2.283090e+00 1.801270e+00 1.292568e+00 8.455521e-01 5.063598e-01
[43,] 2.296935e+00 1.894741e+00 1.417432e+00 9.621808e-01 5.937514e-01
[44,] 2.162131e+00 1.865809e+00 1.458562e+00 1.032577e+00 6.623565e-01
[45,] 1.898921e+00 1.713508e+00 1.400280e+00 1.035543e+00 6.929809e-01
[46,] 1.552694e+00 1.464410e+00 1.250817e+00 9.665755e-01 6.755555e-01
[47,] 1.179174e+00 1.162332e+00 1.037701e+00 8.379985e-01 6.118902e-01
[48,] 8.293560e-01 8.547639e-01 7.979851e-01 6.736921e-01 5.140882e-01
[49,] 5.385144e-01 5.807200e-01 5.674087e-01 5.011950e-01 3.999632e-01
[50,] 3.217793e-01 3.633578e-01 3.719861e-01 3.441750e-01 2.875321e-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  
     -882.6        232.6  

> abline(r)
> box()
> dev.off()
null device 
          1 
> system("convert tmp/1t3a71257174188.ps tmp/1t3a71257174188.png")
> system("convert tmp/2zt201257174188.ps tmp/2zt201257174188.png")
> system("convert tmp/3jm9w1257174188.ps tmp/3jm9w1257174188.png")
> system("convert tmp/41avu1257174188.ps tmp/41avu1257174188.png")
> system("convert tmp/5sqnf1257174188.ps tmp/5sqnf1257174188.png")
> system("convert tmp/6u5ib1257174188.ps tmp/6u5ib1257174188.png")
> system("convert tmp/78s9f1257174188.ps tmp/78s9f1257174188.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.041   1.342   3.169