R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
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
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(92.9,107.7,103.5,91.1,79.8,71.9,82.9,90.1,100.7,90.7,108.8,44.1,93.6,107.4,96.5,93.6,76.5,76.7,84,103.3,88.5,99,105.9,44.7,94,107.1,104.8,102.5,77.7,85.2,91.3,106.5,92.4,97.5,107,51.1,98.6,102.2,114.3,99.4,72.5,92.3,99.4,85.9,109.4,97.6,104.7,56.9,86.7,108.5,103.4,86.2,71,75.9,87.1,102,88.5,87.8,100.8,50.6)
> y <- c(325412,326011,328282,317480,317539,313737,312276,309391,302950,300316,304035,333476,337698,335932,323931,313927,314485,313218,309664,302963,298989,298423,301631,329765,335083,327616,309119,295916,291413,291542,284678,276475,272566,264981,263290,296806,303598,286994,276427,266424,267153,268381,262522,255542,253158,243803,250741,280445,285257,270976,261076,255603,260376,263903,264291,263276,262572,256167,264221,293860)
> x <- c(96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6)
> par7 = 'Totale productie voor bouwnijverheid'
> par6 = 'Werkloosheid bij vrouwen'
> par5 = 'Totale produxtie voor totale industrie'
> 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/1q5601256742819.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/2dy1u1256742819.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/3fdaj1256742819.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/4fxqi1256742819.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/5qush1256742819.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  
   346850.6       -527.6  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6250w1256742819.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] 230049.9 232527.5 235005.1 237482.7 239960.2 242437.8 244915.4 247393.0
 [9] 249870.5 252348.1 254825.7 257303.3 259780.8 262258.4 264736.0 267213.5
[17] 269691.1 272168.7 274646.3 277123.8 279601.4 282079.0 284556.6 287034.1
[25] 289511.7 291989.3 294466.9 296944.4 299422.0 301899.6 304377.2 306854.7
[33] 309332.3 311809.9 314287.5 316765.0 319242.6 321720.2 324197.7 326675.3
[41] 329152.9 331630.5 334108.0 336585.6 339063.2 341540.8 344018.3 346495.9
[49] 348973.5 351451.1

$yords
 [1]  36.27682  38.02879  39.78076  41.53272  43.28469  45.03666  46.78862
 [8]  48.54059  50.29256  52.04452  53.79649  55.54845  57.30042  59.05239
[15]  60.80435  62.55632  64.30829  66.06025  67.81222  69.56419  71.31615
[22]  73.06812  74.82008  76.57205  78.32402  80.07598  81.82795  83.57992
[29]  85.33188  87.08385  88.83581  90.58778  92.33975  94.09171  95.84368
[36]  97.59565  99.34761 101.09958 102.85155 104.60351 106.35548 108.10744
[43] 109.85941 111.61138 113.36334 115.11531 116.86728 118.61924 120.37121
[50] 122.12318

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.900850e-17 9.371976e-17 4.168621e-16 1.695347e-15 6.471162e-15
 [2,] 9.892510e-17 4.786243e-16 2.080420e-15 8.193291e-15 2.975992e-14
 [3,] 4.790879e-16 2.276822e-15 9.697921e-15 3.721287e-14 1.301269e-13
 [4,] 2.159626e-15 1.008377e-14 4.215094e-14 1.581925e-13 5.368527e-13
 [5,] 9.067660e-15 4.158320e-14 1.706778e-13 6.278548e-13 2.078615e-12
 [6,] 3.550359e-14 1.597649e-13 6.437853e-13 2.323552e-12 7.527476e-12
 [7,] 1.298543e-13 5.725475e-13 2.263187e-12 8.014876e-12 2.544803e-11
 [8,] 4.447130e-13 1.917193e-12 7.423305e-12 2.577787e-11 8.025171e-11
 [9,] 1.430523e-12 6.013113e-12 2.275799e-11 7.738476e-11 2.361061e-10
[10,] 4.338958e-12 1.772154e-11 6.537473e-11 2.172126e-10 6.486655e-10
[11,] 1.246552e-11 4.927194e-11 1.765439e-10 5.715286e-10 1.667053e-09
[12,] 3.408383e-11 1.298366e-10 4.500268e-10 1.414434e-09 4.018056e-09
[13,] 8.908923e-11 3.258369e-10 1.087964e-09 3.306320e-09 9.114436e-09
[14,] 2.233420e-10 7.822304e-10 2.506785e-09 7.335332e-09 1.954197e-08
[15,] 5.377835e-10 1.802143e-09 5.529255e-09 1.552286e-08 3.979947e-08
[16,] 1.242827e-09 3.989420e-09 1.171125e-08 3.147103e-08 7.738310e-08
[17,] 2.749129e-09 8.477605e-09 2.384424e-08 6.130805e-08 1.442669e-07
[18,] 5.796916e-09 1.724260e-08 4.660977e-08 1.148541e-07 2.586105e-07
[19,] 1.159901e-08 3.342485e-08 8.719834e-08 2.066084e-07 4.459882e-07
[20,] 2.192462e-08 6.146732e-08 1.554457e-07 3.556641e-07 7.386112e-07
[21,] 3.899761e-08 1.067548e-07 2.628007e-07 5.832475e-07 1.170385e-06
[22,] 6.506720e-08 1.744295e-07 4.194774e-07 9.067597e-07 1.766114e-06
[23,] 1.015882e-07 2.672930e-07 6.297412e-07 1.330499e-06 2.525582e-06
[24,] 1.481490e-07 3.832274e-07 8.864611e-07 1.835599e-06 3.407360e-06
[25,] 2.015497e-07 5.131878e-07 1.167349e-06 2.374036e-06 4.320888e-06
[26,] 2.555995e-07 6.411336e-07 1.435759e-06 2.872031e-06 5.135432e-06
[27,] 3.020978e-07 7.468610e-07 1.647755e-06 3.245337e-06 5.708869e-06
[28,] 3.330391e-07 8.115526e-07 1.764446e-06 3.423457e-06 5.929525e-06
[29,] 3.435275e-07 8.245126e-07 1.765794e-06 3.374620e-06 5.755982e-06
[30,] 3.345508e-07 7.888788e-07 1.660916e-06 3.121940e-06 5.238720e-06
[31,] 3.148982e-07 7.246135e-07 1.491521e-06 2.745008e-06 4.515395e-06
[32,] 3.019942e-07 6.684405e-07 1.328335e-06 2.367939e-06 3.783696e-06
[33,] 3.218068e-07 6.714913e-07 1.262944e-06 2.139903e-06 3.264112e-06
[34,] 4.077670e-07 7.951815e-07 1.397298e-06 2.213918e-06 3.164175e-06
[35,] 5.978055e-07 1.104312e-06 1.830341e-06 2.724879e-06 3.647665e-06
[36,] 9.278755e-07 1.655033e-06 2.638758e-06 3.763275e-06 4.804537e-06
[37,] 1.420831e-06 2.476213e-06 3.850093e-06 5.342280e-06 6.617878e-06
[38,] 2.071965e-06 3.546993e-06 5.412865e-06 7.364386e-06 8.934185e-06
[39,] 2.836176e-06 4.779116e-06 7.176579e-06 9.604244e-06 1.145539e-05
[40,] 3.624329e-06 6.016106e-06 8.898348e-06 1.172781e-05 1.377361e-05
[41,] 4.315208e-06 7.058073e-06 1.028629e-05 1.335740e-05 1.545537e-05
[42,] 4.783463e-06 7.710252e-06 1.107327e-05 1.416987e-05 1.615620e-05
[43,] 4.935518e-06 7.840035e-06 1.109639e-05 1.399345e-05 1.572343e-05
[44,] 4.739384e-06 7.419496e-06 1.034914e-05 1.286209e-05 1.424284e-05
[45,] 4.235251e-06 6.534377e-06 8.982672e-06 1.100230e-05 1.200710e-05
[46,] 3.521895e-06 5.355242e-06 7.255331e-06 8.758121e-06 9.419773e-06
[47,] 2.725104e-06 4.083844e-06 5.452926e-06 6.487309e-06 6.876609e-06
[48,] 1.961845e-06 2.897613e-06 3.813197e-06 4.471071e-06 4.670976e-06
[49,] 1.313960e-06 1.912733e-06 2.480840e-06 2.866918e-06 2.951917e-06
[50,] 8.186391e-07 1.174543e-06 1.501469e-06 1.710151e-06 1.735496e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.418347e-14 9.276975e-14 3.730417e-13 1.534548e-12 6.155836e-12
 [2,] 1.030019e-13 3.560431e-13 1.280719e-12 4.807629e-12 1.813017e-11
 [3,] 4.243648e-13 1.342393e-12 4.323746e-12 1.459858e-11 5.085332e-11
 [4,] 1.673051e-12 4.930707e-12 1.437676e-11 4.339162e-11 1.372352e-10
 [5,] 6.254300e-12 1.745460e-11 4.684927e-11 1.269666e-10 3.601781e-10
 [6,] 2.201921e-11 5.893810e-11 1.482097e-10 3.654857e-10 9.273727e-10
 [7,] 7.267934e-11 1.882642e-10 4.502922e-10 1.028103e-09 2.351100e-09
 [8,] 2.243028e-10 5.655568e-10 1.301287e-09 2.797660e-09 5.852786e-09
 [9,] 6.464167e-10 1.591882e-09 3.550780e-09 7.287895e-09 1.419216e-08
[10,] 1.739278e-09 4.190014e-09 9.103438e-09 1.801576e-08 3.317794e-08
[11,] 4.372634e-09 1.030694e-08 2.186649e-08 4.199535e-08 7.404588e-08
[12,] 1.028892e-08 2.370793e-08 4.915162e-08 9.194660e-08 1.565464e-07
[13,] 2.271883e-08 5.107434e-08 1.034137e-07 1.887219e-07 3.118953e-07
[14,] 4.724345e-08 1.033239e-07 2.039535e-07 3.630441e-07 5.839176e-07
[15,] 9.293272e-08 1.970046e-07 3.780373e-07 6.553583e-07 1.026364e-06
[16,] 1.738048e-07 3.556433e-07 6.610112e-07 1.112989e-06 1.695280e-06
[17,] 3.106220e-07 6.110237e-07 1.095444e-06 1.784995e-06 2.637699e-06
[18,] 5.327737e-07 1.004229e-06 1.729676e-06 2.716433e-06 3.880596e-06
[19,] 8.792499e-07 1.585471e-06 2.615547e-06 3.943639e-06 5.424682e-06
[20,] 1.396514e-06 2.410161e-06 3.803140e-06 5.489723e-06 7.244250e-06
[21,] 2.130169e-06 3.527339e-06 5.328251e-06 7.355861e-06 9.288424e-06
[22,] 3.108167e-06 4.957651e-06 7.188978e-06 9.503210e-06 1.147577e-05
[23,] 4.317166e-06 6.663346e-06 9.313914e-06 1.182611e-05 1.367885e-05
[24,] 5.679987e-06 8.521336e-06 1.153485e-05 1.412889e-05 1.570750e-05
[25,] 7.047296e-06 1.031699e-05 1.358472e-05 1.612769e-05 1.731098e-05
[26,] 8.215757e-06 1.177400e-05 1.513813e-05 1.749533e-05 1.821685e-05
[27,] 8.975152e-06 1.262128e-05 1.589334e-05 1.794705e-05 1.820583e-05
[28,] 9.171867e-06 1.267734e-05 1.566982e-05 1.733818e-05 1.719549e-05
[29,] 8.764543e-06 1.191816e-05 1.448024e-05 1.572986e-05 1.529173e-05
[30,] 7.848192e-06 1.049833e-05 1.254266e-05 1.338919e-05 1.277846e-05
[31,] 6.637074e-06 8.716131e-06 1.022647e-05 1.072094e-05 1.004585e-05
[32,] 5.415611e-06 6.939285e-06 7.956555e-06 8.161254e-06 7.488733e-06
[33,] 4.478615e-06 5.522786e-06 6.115720e-06 6.077179e-06 5.417063e-06
[34,] 4.079871e-06 4.745278e-06 4.976776e-06 4.704354e-06 4.007205e-06
[35,] 4.395432e-06 4.772394e-06 4.672963e-06 4.129597e-06 3.297599e-06
[36,] 5.496064e-06 5.639107e-06 5.195438e-06 4.304018e-06 3.212976e-06
[37,] 7.322306e-06 7.240310e-06 6.402468e-06 5.067944e-06 3.597593e-06
[38,] 9.666418e-06 9.329819e-06 8.035558e-06 6.178904e-06 4.247065e-06
[39,] 1.217840e-05 1.154104e-05 9.750629e-06 7.346205e-06 4.939404e-06
[40,] 1.441496e-05 1.344406e-05 1.117439e-05 8.278504e-06 5.469399e-06
[41,] 1.593440e-05 1.463852e-05 1.198327e-05 8.741879e-06 5.685130e-06
[42,] 1.641339e-05 1.485748e-05 1.198356e-05 8.612772e-06 5.517287e-06
[43,] 1.574165e-05 1.404218e-05 1.116102e-05 7.904479e-06 4.989087e-06
[44,] 1.405270e-05 1.235383e-05 9.676643e-06 6.753661e-06 4.200510e-06
[45,] 1.167534e-05 1.011529e-05 7.808474e-06 5.370817e-06 3.291865e-06
[46,] 9.027050e-06 7.707749e-06 5.863901e-06 3.974922e-06 2.400950e-06
[47,] 6.494699e-06 5.465362e-06 4.097840e-06 2.737607e-06 1.629630e-06
[48,] 4.347879e-06 3.605965e-06 2.664651e-06 1.754433e-06 1.029264e-06
[49,] 2.708107e-06 2.213606e-06 1.612160e-06 1.046145e-06 6.048707e-07
[50,] 1.569221e-06 1.264201e-06 9.074454e-07 5.803614e-07 3.307184e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.311319e-11 7.923212e-11 2.448632e-10 6.782781e-10 1.680022e-09
 [2,] 6.548166e-11 2.188113e-10 6.636046e-10 1.809733e-09 4.420176e-09
 [3,] 1.745163e-10 5.646757e-10 1.675290e-09 4.491982e-09 1.081389e-08
 [4,] 4.404659e-10 1.366650e-09 3.946995e-09 1.038268e-08 2.461572e-08
 [5,] 1.062155e-09 3.118377e-09 8.702416e-09 2.238014e-08 5.218039e-08
 [6,] 2.472787e-09 6.757252e-09 1.802910e-08 4.508480e-08 1.031322e-07
 [7,] 5.614906e-09 1.403429e-08 3.529918e-08 8.514624e-08 1.903786e-07
 [8,] 1.252485e-08 2.822618e-08 6.581679e-08 1.514231e-07 3.290249e-07
 [9,] 2.748951e-08 5.548326e-08 1.179554e-07 2.551126e-07 5.341830e-07
[10,] 5.909450e-08 1.071694e-07 2.051680e-07 4.103217e-07 8.184478e-07
[11,] 1.233360e-07 2.033430e-07 3.490804e-07 6.356247e-07 1.190464e-06
[12,] 2.474168e-07 3.767968e-07 5.830884e-07 9.565064e-07 1.655739e-06
[13,] 4.728236e-07 6.757646e-07 9.544005e-07 1.407052e-06 2.219240e-06
[14,] 8.551612e-07 1.162066e-06 1.520993e-06 2.027537e-06 2.886941e-06
[15,] 1.457927e-06 1.901343e-06 2.339944e-06 2.854344e-06 3.662357e-06
[16,] 2.339067e-06 2.944505e-06 3.446637e-06 3.901571e-06 4.536021e-06
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[28,] 8.059929e-06 4.649933e-06 2.476041e-06 1.212348e-06 5.439736e-07
[29,] 8.392184e-06 4.755012e-06 2.471797e-06 1.174542e-06 5.085931e-07
[30,] 8.483332e-06 4.751599e-06 2.432222e-06 1.133637e-06 4.796413e-07
[31,] 8.269432e-06 4.598101e-06 2.330672e-06 1.073091e-06 4.474373e-07
[32,] 7.819295e-06 4.332932e-06 2.184938e-06 9.991757e-07 4.131602e-07
[33,] 7.300401e-06 4.050352e-06 2.041900e-06 9.322244e-07 3.843506e-07
[34,] 6.910093e-06 3.857642e-06 1.953410e-06 8.943293e-07 3.692112e-07
[35,] 6.798049e-06 3.830250e-06 1.952873e-06 8.982951e-07 3.718885e-07
[36,] 7.009117e-06 3.981602e-06 2.041035e-06 9.416731e-07 3.902275e-07
[37,] 7.466939e-06 4.257857e-06 2.185383e-06 1.007413e-06 4.164019e-07
[38,] 8.002140e-06 4.557601e-06 2.331972e-06 1.070026e-06 4.397122e-07
[39,] 8.411285e-06 4.766893e-06 2.423902e-06 1.104212e-06 4.501552e-07
[40,] 8.522154e-06 4.795149e-06 2.418849e-06 1.092453e-06 4.413289e-07
[41,] 8.241336e-06 4.599056e-06 2.299606e-06 1.029060e-06 4.117665e-07
[42,] 7.570558e-06 4.188387e-06 2.075348e-06 9.200042e-07 3.645821e-07
[43,] 6.592415e-06 3.615530e-06 1.775217e-06 7.795557e-07 3.059405e-07
[44,] 5.436973e-06 2.955851e-06 1.438082e-06 6.255426e-07 2.431115e-07
[45,] 4.244068e-06 2.286995e-06 1.102397e-06 4.749299e-07 1.827550e-07
[46,] 3.132854e-06 1.672959e-06 7.987777e-07 3.407413e-07 1.297893e-07
[47,] 2.184145e-06 1.155409e-06 5.462469e-07 2.306422e-07 8.693014e-08
[48,] 1.435808e-06 7.520768e-07 3.519126e-07 1.470103e-07 5.480426e-08
[49,] 8.883152e-07 4.604899e-07 2.131572e-07 8.805926e-08 3.245525e-08
[50,] 5.162192e-07 2.646934e-07 1.211480e-07 4.947140e-08 1.801860e-08

> 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  
  1.179e+02   -9.377e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7v7cv1256742819.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]  75.29335  76.36913  77.44491  78.52069  79.59647  80.67226  81.74804
 [8]  82.82382  83.89960  84.97538  86.05116  87.12695  88.20273  89.27851
[15]  90.35429  91.43007  92.50585  93.58164  94.65742  95.73320  96.80898
[22]  97.88476  98.96055 100.03633 101.11211 102.18789 103.26367 104.33945
[29] 105.41524 106.49102 107.56680 108.64258 109.71836 110.79415 111.86993
[36] 112.94571 114.02149 115.09727 116.17305 117.24884 118.32462 119.40040
[43] 120.47618 121.55196 122.62774 123.70353 124.77931 125.85509 126.93087
[50] 128.00665

$yords
 [1]  36.27682  38.02879  39.78076  41.53272  43.28469  45.03666  46.78862
 [8]  48.54059  50.29256  52.04452  53.79649  55.54845  57.30042  59.05239
[15]  60.80435  62.55632  64.30829  66.06025  67.81222  69.56419  71.31615
[22]  73.06812  74.82008  76.57205  78.32402  80.07598  81.82795  83.57992
[29]  85.33188  87.08385  88.83581  90.58778  92.33975  94.09171  95.84368
[36]  97.59565  99.34761 101.09958 102.85155 104.60351 106.35548 108.10744
[43] 109.85941 111.61138 113.36334 115.11531 116.86728 118.61924 120.37121
[50] 122.12318

$zden
               [,1]          [,2]          [,3]          [,4]         [,5]
 [1,]  1.287421e-02  1.477405e-02  1.307804e-02  9.791008e-03 6.294800e-03
 [2,]  1.456976e-02  2.072061e-02  2.220046e-02  1.915025e-02 1.429680e-02
 [3,]  1.404593e-02  2.319130e-02  3.016940e-02  3.065390e-02 2.613829e-02
 [4,]  1.319708e-02  2.233727e-02  3.319509e-02  3.993820e-02 3.915612e-02
 [5,]  1.279259e-02  2.115641e-02  3.183343e-02  4.285212e-02 4.836525e-02
 [6,]  1.151709e-02  2.074125e-02  3.035462e-02  4.071072e-02 5.009028e-02
 [7,]  8.570420e-03  1.890190e-02  3.012387e-02  3.900986e-02 4.681341e-02
 [8,]  5.078593e-03  1.434309e-02  2.789163e-02  3.924723e-02 4.496057e-02
 [9,]  2.464195e-03  8.835192e-03  2.176162e-02  3.712997e-02 4.597638e-02
[10,]  1.038796e-03  4.593885e-03  1.413379e-02  3.013300e-02 4.482463e-02
[11,]  3.934362e-04  2.125195e-03  7.991572e-03  2.097765e-02 3.842315e-02
[12,]  1.295250e-04  8.769858e-04  4.065276e-03  1.303955e-02 2.915499e-02
[13,]  3.467315e-05  3.051989e-04  1.805621e-03  7.253287e-03 2.000334e-02
[14,]  7.160213e-06  8.402264e-05  6.551644e-04  3.417187e-03 1.202552e-02
[15,]  1.108562e-06  1.756542e-05  1.839197e-04  1.277756e-03 5.923619e-03
[16,]  1.270133e-07  2.732941e-06  3.876340e-05  3.634516e-04 2.261630e-03
[17,]  1.071045e-08  3.136868e-07  6.049778e-06  7.700332e-05 6.488837e-04
[18,]  6.632230e-10  2.646510e-08  6.950881e-07  1.203982e-05 1.379157e-04
[19,]  3.013077e-11  1.638773e-09  5.865179e-08  1.383907e-06 2.158346e-05
[20,]  1.003924e-12  7.443422e-11  3.631132e-09  1.167590e-07 2.480872e-06
[21,]  2.452830e-14  2.479311e-12  1.648742e-10  7.225970e-09 2.092300e-07
[22,]  4.394264e-16  6.055540e-14  5.489665e-12  3.279553e-10 1.294207e-08
[23,]  5.772244e-18  1.084477e-15  1.340272e-13  1.091441e-11 5.870451e-10
[24,]  5.559552e-20  1.424055e-17  2.399294e-15  2.663398e-13 1.952536e-11
[25,]  3.926176e-22  1.371102e-19  3.149293e-17  4.765567e-15 4.761841e-13
[26,]  2.032993e-24  9.679438e-22  3.030970e-19  6.252223e-17 8.515214e-15
[27,]  7.718521e-27  5.010300e-24  2.138873e-21  6.014389e-19 1.116494e-16
[28,]  2.148652e-29  1.901569e-26  1.106686e-23  4.242155e-21 1.073392e-18
[29,]  4.385627e-32  5.291697e-29  4.198556e-26  2.193914e-23 7.566594e-21
[30,]  6.563432e-35  1.079723e-31  1.167915e-28  8.319361e-26 3.910952e-23
[31,]  7.202178e-38  1.615341e-34  2.382090e-31  2.313119e-28 1.482192e-25
[32,]  5.794725e-41  1.771956e-37  3.562404e-34  4.715692e-31 4.118777e-28
[33,]  3.418457e-44  1.425185e-40  3.906241e-37  7.048973e-34 8.392041e-31
[34,]  1.478653e-47  8.404831e-44  3.140619e-40  7.725883e-37 1.253749e-33
[35,]  4.689605e-51  3.634303e-47  1.851430e-43  6.208800e-40 1.373388e-36
[36,]  1.090521e-54  1.152238e-50  8.002569e-47  3.658469e-43 1.103090e-39
[37,]  1.859391e-58  2.678570e-54  2.536251e-50  1.580640e-46 6.496389e-43
[38,]  2.324529e-62  4.565539e-58  5.893657e-54  5.007240e-50 2.805224e-46
[39,]  2.130781e-66  5.705865e-62  1.004196e-57  1.163071e-53 8.881927e-50
[40,]  1.432087e-70  5.228516e-66  1.254530e-61  1.980818e-57 2.061958e-53
[41,]  7.057326e-75  3.512985e-70  1.149173e-65  2.473580e-61 3.509922e-57
[42,]  2.550025e-79  1.730646e-74  7.718357e-70  2.264873e-65 4.380800e-61
[43,]  6.755765e-84  6.251252e-79  3.800954e-74  1.520519e-69 4.009056e-65
[44,]  1.312337e-88  1.655644e-83  1.372468e-78  7.484846e-74 2.690143e-69
[45,]  1.869174e-93  3.215151e-88  3.633683e-83  2.701536e-78 1.323572e-73
[46,]  1.951998e-98  4.577851e-93  7.053738e-88  7.149367e-83 4.774753e-78
[47,] 1.494657e-103  4.779203e-98  1.003982e-92  1.387267e-87 1.262967e-82
[48,] 8.391785e-109 3.658473e-103  1.047813e-97  1.973807e-92 2.449548e-87
[49,] 3.454481e-114 2.053342e-108 8.017882e-103  2.059062e-97 3.483397e-92
[50,] 1.042664e-119 8.449987e-114 4.498525e-108 1.574961e-102 3.632097e-97
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.172121e-03 1.138582e-03 2.766655e-04 4.485931e-05 5.753904e-06
 [2,] 8.921390e-03 4.186310e-03 1.365086e-03 2.986651e-04 4.452487e-05
 [3,] 1.935672e-02 1.152576e-02 4.977296e-03 1.467861e-03 2.902542e-04
 [4,] 3.327583e-02 2.414374e-02 1.349948e-02 5.320042e-03 1.418118e-03
 [5,] 4.652347e-02 3.939792e-02 2.755561e-02 1.427766e-02 5.112815e-03
 [6,] 5.394447e-02 5.155761e-02 4.314343e-02 2.860756e-02 1.361289e-02
 [7,] 5.329162e-02 5.577138e-02 5.325031e-02 4.341112e-02 2.691008e-02
 [8,] 4.853913e-02 5.192563e-02 5.369537e-02 5.105572e-02 3.990320e-02
 [9,] 4.656390e-02 4.555795e-02 4.664728e-02 4.822113e-02 4.519034e-02
[10,] 4.861001e-02 4.346934e-02 3.890781e-02 3.887502e-02 4.033338e-02
[11,] 4.945976e-02 4.667220e-02 3.676296e-02 3.043506e-02 3.019322e-02
[12,] 4.562971e-02 5.045150e-02 4.110071e-02 2.839470e-02 2.198432e-02
[13,] 3.825037e-02 5.111835e-02 4.831463e-02 3.371061e-02 2.028974e-02
[14,] 2.884328e-02 4.763787e-02 5.469857e-02 4.424292e-02 2.631350e-02
[15,] 1.846128e-02 3.902062e-02 5.645666e-02 5.642102e-02 3.942192e-02
[16,] 9.389714e-03 2.618447e-02 4.942335e-02 6.363604e-02 5.629485e-02
[17,] 3.635317e-03 1.361370e-02 3.429574e-02 5.851579e-02 6.803635e-02
[18,] 1.048653e-03 5.317879e-03 1.808844e-02 4.152283e-02 6.469580e-02
[19,] 2.232712e-04 1.538778e-03 7.103528e-03 2.209333e-02 4.655139e-02
[20,] 3.494947e-05 3.278458e-04 2.058473e-03 8.700427e-03 2.488971e-02
[21,] 4.015704e-06 5.130303e-05 4.385152e-04 2.521921e-03 9.811630e-03
[22,] 3.384667e-07 5.890602e-06 6.856895e-05 5.368462e-04 2.842421e-03
[23,] 2.092135e-08 4.960697e-07 7.865103e-06 8.384863e-05 6.043479e-04
[24,] 9.482832e-10 3.063526e-08 6.616176e-07 9.605242e-06 9.425491e-05
[25,] 3.151683e-11 1.387291e-09 4.081236e-08 8.069039e-07 1.078067e-05
[26,] 7.680630e-13 4.606489e-11 1.846042e-09 4.970621e-08 9.042199e-07
[27,] 1.372447e-14 1.121560e-12 6.122763e-11 2.245240e-09 5.561257e-08
[28,] 1.798203e-16 2.002273e-14 1.489043e-12 7.436600e-11 2.508052e-09
[29,] 1.727529e-18 2.621033e-16 2.655340e-14 1.806109e-12 8.293975e-11
[30,] 1.216901e-20 2.515756e-18 3.472038e-16 3.216400e-14 2.011173e-12
[31,] 6.285333e-23 1.770564e-20 3.328898e-18 4.200030e-16 3.575990e-14
[32,] 2.380379e-25 9.136991e-23 2.340288e-20 4.021536e-18 4.662346e-16
[33,] 6.610019e-28 3.457307e-25 1.206386e-22 2.823480e-20 4.457284e-18
[34,] 1.345879e-30 9.592297e-28 4.559917e-25 1.453569e-22 3.124627e-20
[35,] 2.009332e-33 1.951433e-30 1.263801e-27 5.487091e-25 1.606148e-22
[36,] 2.199559e-36 2.910899e-33 2.568311e-30 1.518802e-27 6.053833e-25
[37,] 1.765491e-39 3.183830e-36 3.827099e-33 3.082601e-30 1.673154e-27
[38,] 1.039043e-42 2.553375e-39 4.181563e-36 4.587602e-33 3.390774e-30
[39,] 4.483818e-46 1.501514e-42 3.350130e-39 5.006249e-36 5.038761e-33
[40,] 1.418726e-49 6.474169e-46 1.968018e-42 4.005792e-39 5.490382e-36
[41,] 3.291520e-53 2.046866e-49 8.477178e-46 2.350302e-42 4.386770e-39
[42,] 5.599324e-57 4.745033e-53 2.677454e-49 1.011141e-45 2.570065e-42
[43,] 6.984103e-61 8.065462e-57 6.200658e-53 3.189704e-49 1.104077e-45
[44,] 6.387521e-65 1.005237e-60 1.052947e-56 7.378122e-53 3.477881e-49
[45,] 4.283470e-69 9.186573e-65 1.311068e-60 1.251400e-56 8.033224e-53
[46,] 2.106171e-73 6.155688e-69 1.196979e-64 1.556304e-60 1.360562e-56
[47,] 7.593314e-78 3.024425e-73 8.013000e-69 1.419202e-64 1.689671e-60
[48,] 2.007356e-82 1.089600e-77 3.933370e-73 9.489836e-69 1.538703e-64
[49,] 3.890838e-87 2.878199e-82 1.415693e-77 4.652790e-73 1.027432e-68
[50,] 5.529707e-92 5.574658e-87 3.736122e-82 1.672708e-77 5.030459e-73
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.044746e-06 4.902708e-06 5.804094e-06 4.545537e-06 2.460546e-06
 [2,] 8.568704e-06 1.090394e-05 1.716582e-05 1.822324e-05 1.284588e-05
 [3,] 4.353279e-05 2.060800e-05 3.750326e-05 5.382631e-05 5.118998e-05
 [4,] 2.592176e-04 5.266183e-05 6.292586e-05 1.170788e-04 1.509688e-04
 [5,] 1.243405e-03 2.301835e-04 1.004540e-04 1.906318e-04 3.278489e-04
 [6,] 4.445918e-03 1.028803e-03 2.509243e-04 2.563247e-04 5.289304e-04
 [7,] 1.174058e-02 3.592840e-03 9.061515e-04 4.093711e-04 6.722548e-04
 [8,] 2.294778e-02 9.339802e-03 2.945210e-03 1.048472e-03 8.665053e-04
 [9,] 3.342661e-02 1.798182e-02 7.341570e-03 2.945323e-03 1.676889e-03
[10,] 3.676963e-02 2.572827e-02 1.366774e-02 6.725738e-03 4.041708e-03
[11,] 3.133595e-02 2.760902e-02 1.897212e-02 1.165621e-02 8.387664e-03
[12,] 2.192830e-02 2.267254e-02 1.975790e-02 1.520712e-02 1.335212e-02
[13,] 1.482548e-02 1.501362e-02 1.571600e-02 1.505246e-02 1.607756e-02
[14,] 1.369303e-02 9.538110e-03 1.006317e-02 1.161760e-02 1.491442e-02
[15,] 2.005239e-02 9.036296e-03 6.253848e-03 7.542920e-03 1.130712e-02
[16,] 3.453636e-02 1.526739e-02 6.238398e-03 5.025886e-03 7.969018e-03
[17,] 5.416466e-02 2.972404e-02 1.181016e-02 5.153241e-03 6.140347e-03
[18,] 6.870439e-02 4.984369e-02 2.488861e-02 9.498070e-03 5.915886e-03
[19,] 6.672305e-02 6.517470e-02 4.340464e-02 2.008226e-02 8.429846e-03
[20,] 4.839294e-02 6.406682e-02 5.771459e-02 3.541312e-02 1.569971e-02
[21,] 2.593204e-02 4.665206e-02 5.708444e-02 4.739222e-02 2.691522e-02
[22,] 1.022103e-02 2.501327e-02 4.163215e-02 4.698315e-02 3.586786e-02
[23,] 2.957733e-03 9.850594e-03 2.231320e-02 3.427005e-02 3.553222e-02
[24,] 6.279222e-04 2.846508e-03 8.776900e-03 1.835194e-02 2.589873e-02
[25,] 9.776976e-05 6.033157e-04 2.532424e-03 7.209605e-03 1.385488e-02
[26,] 1.116355e-05 9.377519e-05 5.358642e-04 2.077201e-03 5.436391e-03
[27,] 9.347099e-07 1.068841e-05 8.314932e-05 4.388682e-04 1.564286e-03
[28,] 5.738786e-08 8.933242e-07 9.460920e-06 6.799223e-05 3.300586e-04
[29,] 2.583621e-09 5.474841e-08 7.893569e-07 7.724086e-06 5.106522e-05
[30,] 8.529049e-11 2.460353e-09 4.829201e-08 6.434183e-07 5.793137e-06
[31,] 2.064598e-12 8.107496e-11 2.166400e-09 3.930046e-08 4.818990e-07
[32,] 3.664660e-14 1.959024e-12 7.126292e-11 1.760191e-09 2.939352e-08
[33,] 4.769719e-16 3.470999e-14 1.718893e-12 5.780679e-11 1.314618e-09
[34,] 4.552146e-18 4.509554e-16 3.040160e-14 1.392055e-12 4.311233e-11
[35,] 3.185678e-20 4.296114e-18 3.942806e-16 2.458056e-14 1.036709e-12
[36,] 1.634740e-22 3.001099e-20 3.749520e-18 3.182625e-16 1.827957e-14
[37,] 6.151174e-25 1.537261e-22 2.614609e-20 3.021593e-18 2.363346e-16
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[18,] 1.731288e-01 1.450508e-01 8.980983e-02 4.023997e-02 1.275966e-02
[19,] 1.780258e-01 1.813841e-01 1.405490e-01 8.056553e-02 3.328279e-02
[20,] 1.619282e-01 1.904809e-01 1.794757e-01 1.291381e-01 6.850107e-02
[21,] 1.435078e-01 1.777174e-01 1.940155e-01 1.703339e-01 1.140519e-01
[22,] 1.392933e-01 1.590026e-01 1.867638e-01 1.912658e-01 1.575495e-01
[23,] 1.577890e-01 1.492323e-01 1.697430e-01 1.904733e-01 1.851808e-01
[24,] 1.960175e-01 1.594351e-01 1.558489e-01 1.757853e-01 1.904416e-01
[25,] 2.389229e-01 1.929774e-01 1.580927e-01 1.589311e-01 1.774027e-01
[26,] 2.683532e-01 2.400247e-01 1.856317e-01 1.548363e-01 1.582370e-01
[27,] 2.714195e-01 2.815360e-01 2.345879e-01 1.770132e-01 1.501569e-01
[28,] 2.448100e-01 2.978130e-01 2.869370e-01 2.267043e-01 1.692590e-01
[29,] 2.006164e-01 2.780660e-01 3.177687e-01 2.880249e-01 2.199578e-01
[30,] 1.597419e-01 2.314114e-01 3.089119e-01 3.331056e-01 2.886416e-01
[31,] 1.319267e-01 1.810350e-01 2.647416e-01 3.376971e-01 3.467134e-01
[32,] 1.110394e-01 1.414913e-01 2.080339e-01 3.002941e-01 3.658819e-01
[33,] 9.011530e-02 1.108210e-01 1.567380e-01 2.404398e-01 3.383758e-01
[34,] 6.931699e-02 8.378245e-02 1.141406e-01 1.776409e-01 2.780814e-01
[35,] 4.998717e-02 6.035808e-02 7.880037e-02 1.212679e-01 2.041951e-01
[36,] 3.195764e-02 4.130088e-02 5.153247e-02 7.580866e-02 1.326299e-01
[37,] 1.677129e-02 2.556639e-02 3.232781e-02 4.391825e-02 7.556660e-02
[38,] 6.825096e-03 1.321199e-02 1.885606e-02 2.437651e-02 3.840384e-02
[39,] 2.088853e-03 5.343669e-03 9.441803e-03 1.295046e-02 1.828092e-02
[40,] 4.740168e-04 1.631977e-03 3.764901e-03 6.147510e-03 8.475716e-03
[41,] 7.926052e-05 3.701079e-04 1.143029e-03 2.390399e-03 3.689074e-03
[42,] 9.739145e-06 6.187678e-05 2.585993e-04 7.179192e-04 1.374127e-03
[43,] 8.783546e-07 7.602779e-06 4.319083e-05 1.616880e-04 4.050535e-04
[44,] 5.811362e-08 6.856373e-07 5.304369e-06 2.695272e-05 9.051725e-05
[45,] 2.820028e-09 4.535744e-08 4.782274e-07 3.307187e-06 1.503956e-05
[46,] 1.003700e-10 2.200550e-09 3.162958e-08 2.980262e-07 1.842742e-06
[47,] 2.621138e-12 7.828952e-11 1.534206e-09 1.970510e-08 1.659406e-07
[48,] 5.029058e-14 2.042553e-12 5.456987e-11 9.555673e-10 1.096727e-08
[49,] 7.119098e-16 3.908563e-14 1.423240e-12 3.398030e-11 5.316803e-10
[50,] 7.532690e-18 5.489382e-16 2.721876e-14 8.860365e-13 1.890212e-11
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.157137e-32 2.294721e-35 1.113185e-38 3.605934e-42 7.798071e-46
 [2,] 1.855018e-29 1.850398e-32 1.232233e-35 5.479448e-39 1.626278e-42
 [3,] 8.009944e-27 1.096669e-29 1.002552e-32 6.119522e-36 2.492312e-39
 [4,] 2.541900e-24 4.777140e-27 5.995132e-30 5.022680e-33 2.806557e-36
 [5,] 5.928711e-22 1.529509e-24 2.634901e-27 3.029514e-30 2.322105e-33
 [6,] 1.016387e-19 3.599437e-22 8.511272e-25 1.342791e-27 1.411549e-30
 [7,] 1.280788e-17 6.226121e-20 2.020568e-22 4.373329e-25 6.303439e-28
 [8,] 1.186440e-15 7.916057e-18 3.525263e-20 1.046556e-22 2.067747e-25
 [9,] 8.079894e-14 7.398090e-16 4.519998e-18 1.840070e-20 4.982223e-23
[10,] 4.045946e-12 5.082469e-14 4.259054e-16 2.376903e-18 8.817170e-21
[11,] 1.490024e-10 2.566996e-12 2.949394e-14 2.255744e-16 1.146042e-18
[12,] 4.037403e-09 9.533883e-11 1.501231e-12 1.572860e-14 1.094059e-16
[13,] 8.054618e-08 2.604891e-09 5.617789e-11 8.058903e-13 7.671633e-15
[14,] 1.184499e-06 5.239831e-08 1.546346e-09 3.035268e-11 3.952271e-13
[15,] 1.286594e-05 7.770391e-07 3.133869e-08 8.409050e-10 1.496702e-11
[16,] 1.035733e-04 8.515681e-06 4.684411e-07 1.715933e-08 4.170592e-10
[17,] 6.215002e-04 6.926255e-05 5.181193e-06 2.585470e-07 8.568180e-09
[18,] 2.806047e-03 4.211925e-04 4.265091e-05 2.889846e-06 1.302662e-07
[19,] 9.672593e-03 1.938570e-03 2.639669e-04 2.416205e-05 1.475803e-06
[20,] 2.598715e-02 6.881212e-03 1.248782e-03 1.532947e-04 1.261204e-05
[21,] 5.579953e-02 1.931521e-02 4.625377e-03 7.544785e-04 8.292989e-05
[22,] 9.808736e-02 4.400221e-02 1.379075e-02 2.963075e-03 4.312131e-04
[23,] 1.436132e-01 8.278286e-02 3.380759e-02 9.523041e-03 1.823474e-03
[24,] 1.771462e-01 1.290723e-01 6.842388e-02 2.527012e-02 6.364081e-03
[25,] 1.869299e-01 1.663266e-01 1.130547e-01 5.472163e-02 1.819018e-02
[26,] 1.742289e-01 1.784677e-01 1.507211e-01 9.469648e-02 4.159993e-02
[27,] 1.532499e-01 1.651397e-01 1.630297e-01 1.291789e-01 7.438261e-02
[28,] 1.439277e-01 1.433745e-01 1.491401e-01 1.399803e-01 1.028621e-01
[29,] 1.633158e-01 1.358181e-01 1.285165e-01 1.266237e-01 1.112829e-01
[30,] 2.166357e-01 1.592355e-01 1.257400e-01 1.096002e-01 9.995406e-02
[31,] 2.917881e-01 2.175245e-01 1.564557e-01 1.139644e-01 8.856164e-02
[32,] 3.611146e-01 2.987760e-01 2.217916e-01 1.537503e-01 1.009000e-01
[33,] 3.945436e-01 3.771230e-01 3.086195e-01 2.267706e-01 1.491473e-01
[34,] 3.784711e-01 4.228226e-01 3.929635e-01 3.176967e-01 2.281356e-01
[35,] 3.196167e-01 4.177124e-01 4.471157e-01 4.040971e-01 3.202002e-01
[36,] 2.353473e-01 3.611508e-01 4.503530e-01 4.614509e-01 4.041156e-01
[37,] 1.480206e-01 2.678048e-01 3.959369e-01 4.688358e-01 4.591150e-01
[38,] 7.844420e-02 1.656679e-01 2.957648e-01 4.158396e-01 4.662294e-01
[39,] 3.541505e-02 8.385669e-02 1.819059e-01 3.122238e-01 4.141807e-01
[40,] 1.428645e-02 3.474978e-02 9.001701e-02 1.919887e-01 3.115379e-01
[41,] 5.527290e-03 1.215578e-02 3.555907e-02 9.432199e-02 1.918679e-01
[42,] 2.095309e-03 3.849252e-03 1.134286e-02 3.655690e-02 9.432238e-02
[43,] 7.236441e-04 1.192470e-03 3.046604e-03 1.116934e-02 3.645515e-02
[44,] 2.062216e-04 3.596428e-04 7.477524e-04 2.730936e-03 1.100131e-02
[45,] 4.544710e-05 9.590279e-05 1.810080e-04 5.587401e-04 2.593546e-03
[46,] 7.508394e-06 2.055766e-05 4.215246e-05 1.041764e-04 4.840305e-04
[47,] 9.177854e-07 3.359324e-06 8.491480e-06 1.909237e-05 7.455410e-05
[48,] 8.255819e-08 4.088338e-07 1.353597e-06 3.335785e-06 1.030378e-05
[49,] 5.453288e-09 3.670853e-08 1.631712e-07 4.990484e-07 1.384428e-06
[50,] 2.642755e-10 2.422682e-09 1.459652e-08 5.868634e-08 1.769467e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.124845e-49 1.080731e-53 6.903691e-58 2.926351e-62 8.214928e-67
 [2,] 3.218037e-46 4.238796e-50 3.709646e-54 2.152755e-58 8.267867e-63
 [3,] 6.763963e-43 1.221166e-46 1.463794e-50 1.162657e-54 6.107628e-59
 [4,] 1.044428e-39 2.583836e-43 4.241059e-47 4.609449e-51 3.311285e-55
 [5,] 1.184651e-36 4.014939e-40 9.021575e-44 1.341398e-47 1.317469e-51
 [6,] 9.869649e-34 4.581222e-37 1.408870e-40 2.865156e-44 3.846624e-48
 [7,] 6.039053e-31 3.838194e-34 1.615089e-37 4.491383e-41 8.240957e-45
 [8,] 2.713691e-28 2.360942e-31 1.359039e-34 5.166909e-38 1.295438e-41
 [9,] 8.954490e-26 1.066158e-28 8.393528e-32 4.361857e-35 1.494074e-38
[10,] 2.169608e-23 3.534330e-26 3.804595e-29 2.701964e-32 1.264227e-35
[11,] 3.859772e-21 8.600445e-24 1.265623e-26 1.228113e-29 7.848049e-33
[12,] 5.041707e-19 1.536227e-21 3.089753e-24 4.095816e-27 3.574183e-30
[13,] 4.835607e-17 2.014298e-19 5.535747e-22 1.002291e-24 1.194199e-27
[14,] 3.406123e-15 1.939045e-17 7.279684e-20 1.799872e-22 2.927528e-25
[15,] 1.762677e-13 1.370820e-15 7.028150e-18 2.372331e-20 5.266556e-23
[16,] 6.707191e-12 7.121786e-14 4.984274e-16 2.296140e-18 6.955524e-21
[17,] 1.879554e-10 2.722585e-12 2.599383e-14 1.633482e-16 6.749263e-19
[18,] 3.890855e-09 7.678268e-11 9.990240e-13 8.556850e-15 4.819318e-17
[19,] 5.984270e-08 1.605213e-09 2.841159e-11 3.312180e-13 2.539934e-15
[20,] 6.909909e-07 2.509820e-08 6.024567e-10 9.535615e-12 9.936106e-14
[21,] 6.095795e-06 2.980221e-07 9.653249e-09 2.065776e-10 2.914690e-12
[22,] 4.215395e-05 2.751590e-06 1.193979e-07 3.432611e-09 6.521875e-11
[23,] 2.352944e-04 2.033981e-05 1.172688e-06 4.493718e-08 1.141324e-09
[24,] 1.081519e-03 1.232980e-04 9.392595e-06 4.766358e-07 1.607100e-08
[25,] 4.085880e-03 6.156354e-04 6.198358e-05 4.159419e-06 1.856514e-07
[26,] 1.241483e-02 2.486923e-03 3.326788e-04 2.964158e-05 1.756095e-06
[27,] 2.953174e-02 7.904465e-03 1.413615e-03 1.682850e-04 1.331074e-05
[28,] 5.392158e-02 1.929646e-02 4.631361e-03 7.404273e-04 7.862560e-05
[29,] 7.509361e-02 3.566758e-02 1.148615e-02 2.472250e-03 3.537299e-04
[30,] 8.102706e-02 4.981729e-02 2.136832e-02 6.186020e-03 1.194189e-03
[31,] 7.281913e-02 5.365773e-02 2.986571e-02 1.154069e-02 3.001293e-03
[32,] 6.775259e-02 4.879109e-02 3.219031e-02 1.612699e-02 5.603162e-03
[33,] 8.685101e-02 4.915383e-02 3.007066e-02 1.746723e-02 7.829849e-03
[34,] 1.403490e-01 7.204605e-02 3.388576e-02 1.710254e-02 8.576101e-03
[35,] 2.210888e-01 1.257617e-01 5.690471e-02 2.219932e-02 9.026304e-03
[36,] 3.099320e-01 2.024419e-01 1.055489e-01 4.223282e-02 1.377327e-02
[37,] 3.869364e-01 2.831033e-01 1.724621e-01 8.189586e-02 2.909471e-02
[38,] 4.351866e-01 3.497137e-01 2.406506e-01 1.351652e-01 5.818950e-02
[39,] 4.390554e-01 3.890343e-01 2.949253e-01 1.884362e-01 9.670553e-02
[40,] 3.886130e-01 3.891515e-01 3.254343e-01 2.301248e-01 1.349807e-01
[41,] 2.919332e-01 3.424236e-01 3.235034e-01 2.534082e-01 1.652253e-01
[42,] 1.800160e-01 2.564690e-01 2.834401e-01 2.519846e-01 1.831854e-01
[43,] 8.879270e-02 1.581849e-01 2.117985e-01 2.211102e-01 1.841260e-01
[44,] 3.445194e-02 7.826721e-02 1.305966e-01 1.654499e-01 1.633793e-01
[45,] 1.040994e-02 3.051327e-02 6.470909e-02 1.020725e-01 1.232362e-01
[46,] 2.435176e-03 9.261706e-03 2.528607e-02 5.054364e-02 7.626004e-02
[47,] 4.404940e-04 2.169698e-03 7.691897e-03 1.971195e-02 3.767774e-02
[48,] 6.222305e-05 3.897318e-04 1.803576e-03 5.976733e-03 1.459459e-02
[49,] 7.117600e-06 5.352920e-05 3.232926e-04 1.395251e-03 4.380397e-03
[50,] 7.134492e-07 5.661820e-06 4.400898e-05 2.487284e-04 1.010316e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.524423e-71 1.866837e-76 1.506608e-81 8.003193e-87 2.795588e-92
 [2,] 2.097727e-67 3.510514e-72 3.869804e-77 2.806822e-82 1.338312e-87
 [3,] 2.118334e-63 4.843541e-68 7.291960e-73 7.220768e-78 4.699143e-83
 [4,] 1.569646e-59 4.902830e-64 1.007938e-68 1.362509e-73 1.210126e-78
 [5,] 8.533957e-56 3.640886e-60 1.021989e-64 1.885716e-69 2.285543e-74
 [6,] 3.404251e-52 1.983487e-56 7.601020e-61 1.914198e-65 3.165859e-70
 [7,] 9.962812e-49 7.926542e-53 4.146520e-57 1.425107e-61 3.215991e-66
 [8,] 2.139040e-45 2.323605e-49 1.659120e-53 7.781382e-58 2.395856e-62
 [9,] 3.369080e-42 4.996287e-46 4.868994e-50 3.116039e-54 1.308939e-58
[10,] 3.892641e-39 7.880017e-43 1.047995e-46 9.151215e-51 5.244278e-55
[11,] 3.299188e-36 9.115772e-40 1.654365e-43 1.970971e-47 1.540837e-51
[12,] 2.051143e-33 7.734714e-37 1.915381e-40 3.113205e-44 3.319965e-48
[13,] 9.354424e-31 4.813774e-34 1.626436e-37 3.606343e-41 5.245921e-45
[14,] 3.129726e-28 2.197612e-31 1.012995e-34 3.063990e-38 6.079236e-42
[15,] 7.682995e-26 7.360348e-29 4.628258e-32 1.909472e-35 5.167190e-39
[16,] 1.384342e-23 1.809101e-26 1.551627e-29 8.730756e-33 3.222059e-36
[17,] 1.832078e-21 3.265170e-24 3.818965e-27 2.930250e-30 1.474568e-33
[18,] 1.783286e-19 4.332514e-22 6.907839e-25 7.225499e-28 4.956767e-31
[19,] 1.279983e-17 4.235944e-20 9.201100e-23 1.311295e-25 1.225759e-28
[20,] 6.808043e-16 3.064748e-18 9.058744e-21 1.757266e-23 2.236414e-26
[21,] 2.707395e-14 1.653789e-16 6.637890e-19 1.749583e-21 3.026878e-24
[22,] 8.173537e-13 6.746931e-15 3.664279e-17 1.308251e-19 3.068565e-22
[23,] 1.917008e-11 2.125572e-13 1.553658e-15 7.477833e-18 2.367837e-20
[24,] 3.592528e-10 5.314277e-12 5.193871e-14 3.349400e-16 1.423624e-18
[25,] 5.501551e-09 1.080638e-10 1.404898e-12 1.207288e-14 6.849847e-17
[26,] 6.907995e-08 1.801987e-09 3.113302e-11 3.558542e-13 2.688162e-15
[27,] 6.986442e-07 2.430770e-08 5.600559e-10 8.537017e-12 8.601555e-14
[28,] 5.537520e-06 2.583968e-07 7.981505e-09 1.630552e-10 2.201279e-12
[29,] 3.356757e-05 2.110060e-06 8.777904e-08 2.414590e-09 4.388316e-11
[30,] 1.530407e-04 1.299488e-05 7.302623e-07 2.713588e-08 6.662056e-10
[31,] 5.196960e-04 5.968407e-05 4.538220e-06 2.282303e-07 7.584775e-09
[32,] 1.308300e-03 2.032038e-04 2.091886e-05 1.425044e-06 6.417365e-08
[33,] 2.441492e-03 5.115695e-04 7.126656e-05 6.577273e-06 4.015138e-07
[34,] 3.415590e-03 9.538955e-04 1.792585e-04 2.239566e-05 1.853047e-06
[35,] 3.818287e-03 1.338904e-03 3.340312e-04 5.625877e-05 6.302183e-06
[36,] 4.449762e-03 1.547752e-03 4.720778e-04 1.048325e-04 1.580902e-05
[37,] 8.037193e-03 2.060506e-03 5.745486e-04 1.499900e-04 2.949565e-05
[38,] 1.841985e-02 4.371458e-03 8.985503e-04 1.967645e-04 4.307126e-05
[39,] 3.761196e-02 1.063557e-02 2.195639e-03 3.684005e-04 6.266435e-05
[40,] 6.283839e-02 2.201677e-02 5.569921e-03 1.009996e-03 1.412139e-04
[41,] 8.807126e-02 3.696349e-02 1.163664e-02 2.635593e-03 4.226933e-04
[42,] 1.088432e-01 5.222321e-02 1.964614e-02 5.542545e-03 1.123838e-03
[43,] 1.228902e-01 6.574686e-02 2.812527e-02 9.427237e-03 2.376306e-03
[44,] 1.265354e-01 7.662062e-02 3.646409e-02 1.376896e-02 4.084553e-03
[45,] 1.149113e-01 8.199986e-02 4.451092e-02 1.862001e-02 6.140674e-03
[46,] 8.809866e-02 7.710986e-02 5.016687e-02 2.415010e-02 8.785823e-03
[47,] 5.488337e-02 6.053394e-02 4.925863e-02 2.892784e-02 1.225046e-02
[48,] 2.704103e-02 3.810094e-02 3.976569e-02 2.975043e-02 1.564768e-02
[49,] 1.036228e-02 1.873162e-02 2.534240e-02 2.470551e-02 1.682034e-02
[50,] 3.058861e-03 7.088414e-03 1.244799e-02 1.594575e-02 1.432818e-02

> 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  
    -64.715        1.483  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1q5601256742819.ps tmp/1q5601256742819.png")
> system("convert tmp/2dy1u1256742819.ps tmp/2dy1u1256742819.png")
> system("convert tmp/3fdaj1256742819.ps tmp/3fdaj1256742819.png")
> system("convert tmp/4fxqi1256742819.ps tmp/4fxqi1256742819.png")
> system("convert tmp/5qush1256742819.ps tmp/5qush1256742819.png")
> system("convert tmp/6250w1256742819.ps tmp/6250w1256742819.png")
> system("convert tmp/7v7cv1256742819.ps tmp/7v7cv1256742819.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.993   1.275   2.678