R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478,528,534,518,506,502,516,528,533,536,537,524,536,587)
> y <- c(83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,151.6,110.4,99.2,130.5,136.2,129.7,128,121.6,135.8,143.8,147.5,136.2,156.6,123.3,104.5,139.8,136.5,112.1,118.5,94.4,102.3,111.4,99.2,87.8,115.8,79.7)
> x <- c(108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7,117.5,120.6,127.5,112.3,124.5,115.2,104.7,130.9,129.2,113.5,125.6,107.6,107,121.6,110.7,106.3,118.6,104.6)
> par7 = 'Totale werkloosheid'
> par6 = 'Investeringsgoederen'
> par5 = 'Consumptiegoederen'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/19lw71257578458.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2is5w1257578458.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3ea801257578458.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4tupu1257578458.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5cgcl1257578458.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
    -68.971        1.580  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6cmi81257578458.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]  64.86574  67.04060  69.21547  71.39034  73.56521  75.74008  77.91494
 [8]  80.08981  82.26468  84.43955  86.61442  88.78928  90.96415  93.13902
[15]  95.31389  97.48876  99.66362 101.83849 104.01336 106.18823 108.36309
[22] 110.53796 112.71283 114.88770 117.06257 119.23743 121.41230 123.58717
[29] 125.76204 127.93691 130.11177 132.28664 134.46151 136.63638 138.81124
[36] 140.98611 143.16098 145.33585 147.51072 149.68558 151.86045 154.03532
[43] 156.21019 158.38506 160.55992 162.73479 164.90966 167.08453 169.25940
[50] 171.43426

$yords
 [1] 441.5974 445.9812 450.3650 454.7488 459.1325 463.5163 467.9001 472.2839
 [9] 476.6677 481.0514 485.4352 489.8190 494.2028 498.5865 502.9703 507.3541
[17] 511.7379 516.1217 520.5054 524.8892 529.2730 533.6568 538.0406 542.4243
[25] 546.8081 551.1919 555.5757 559.9594 564.3432 568.7270 573.1108 577.4946
[33] 581.8783 586.2621 590.6459 595.0297 599.4135 603.7972 608.1810 612.5648
[41] 616.9486 621.3323 625.7161 630.0999 634.4837 638.8675 643.2512 647.6350
[49] 652.0188 656.4026

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.387474e-16 2.112455e-15 1.707621e-14 1.261125e-13 8.509166e-13
 [2,] 1.307902e-15 1.100945e-14 8.466725e-14 5.948844e-13 3.818723e-12
 [3,] 6.641434e-15 5.318625e-14 3.891356e-13 2.601216e-12 1.588651e-11
 [4,] 3.126140e-14 2.381768e-13 1.657911e-12 1.054400e-11 6.126848e-11
 [5,] 1.364039e-13 9.887364e-13 6.548083e-12 3.962245e-11 2.190635e-10
 [6,] 5.517416e-13 3.805089e-12 2.397651e-11 1.380433e-10 7.262155e-10
 [7,] 2.069022e-12 1.357649e-11 8.139881e-11 4.459405e-10 2.232449e-09
 [8,] 7.193868e-12 4.491627e-11 2.562563e-10 1.335982e-09 6.365111e-09
 [9,] 2.319556e-11 1.378168e-10 7.482698e-10 3.712835e-09 1.683750e-08
[10,] 6.937816e-11 3.923119e-10 2.027397e-09 9.576053e-09 4.134469e-08
[11,] 1.925912e-10 1.036671e-09 5.100333e-09 2.293844e-08 9.431857e-08
[12,] 4.966205e-10 2.545397e-09 1.192657e-08 5.109463e-08 2.001776e-07
[13,] 1.191358e-09 5.817081e-09 2.597185e-08 1.060540e-07 3.961730e-07
[14,] 2.665753e-09 1.240907e-08 5.283730e-08 2.058459e-07 7.339780e-07
[15,] 5.588425e-09 2.482969e-08 1.009571e-07 3.757816e-07 1.280981e-06
[16,] 1.105780e-08 4.697581e-08 1.827371e-07 6.511899e-07 2.126812e-06
[17,] 2.089595e-08 8.508309e-08 3.174570e-07 1.085903e-06 3.407210e-06
[18,] 3.836010e-08 1.501323e-07 5.388115e-07 1.774081e-06 5.361935e-06
[19,] 6.988641e-08 2.635271e-07 9.116594e-07 2.894632e-06 8.439558e-06
[20,] 1.290189e-07 4.688965e-07 1.563535e-06 4.785030e-06 1.344583e-05
[21,] 2.445088e-07 8.540756e-07 2.736611e-06 8.045540e-06 2.171132e-05
[22,] 4.761103e-07 1.589579e-06 4.867517e-06 1.367364e-05 3.525185e-05
[23,] 9.449869e-07 2.995736e-06 8.711768e-06 2.324576e-05 5.693927e-05
[24,] 1.892748e-06 5.663336e-06 1.555151e-05 3.920456e-05 9.078536e-05
[25,] 3.794749e-06 1.067084e-05 2.755102e-05 6.534509e-05 1.424874e-04
[26,] 7.564331e-06 1.994879e-05 4.831440e-05 1.075394e-04 2.202388e-04
[27,] 1.487758e-05 3.680102e-05 8.358555e-05 1.744957e-04 3.353648e-04
[28,] 2.859239e-05 6.645526e-05 1.417630e-04 2.779133e-04 5.017439e-04
[29,] 5.310566e-05 1.162775e-04 2.335525e-04 4.310047e-04 7.327202e-04
[30,] 9.431101e-05 1.950518e-04 3.699133e-04 6.444909e-04 1.034967e-03
[31,] 1.586998e-04 3.107443e-04 5.578590e-04 9.202670e-04 1.400727e-03
[32,] 2.512851e-04 4.667041e-04 7.948482e-04 1.244837e-03 1.802196e-03
[33,] 3.725611e-04 6.573104e-04 1.064065e-03 1.586271e-03 2.192745e-03
[34,] 5.155392e-04 8.651823e-04 1.333805e-03 1.898327e-03 2.517579e-03
[35,] 6.645534e-04 1.062341e-03 1.563304e-03 2.132590e-03 2.731645e-03
[36,] 7.973661e-04 1.216468e-03 1.714479e-03 2.255030e-03 2.817539e-03
[37,] 8.908305e-04 1.300869e-03 1.765441e-03 2.259842e-03 2.794510e-03
[38,] 9.284159e-04 1.304256e-03 1.719684e-03 2.173515e-03 2.713013e-03
[39,] 9.064543e-04 1.235769e-03 1.606140e-03 2.046263e-03 2.636192e-03
[40,] 8.360854e-04 1.122497e-03 1.469435e-03 1.934020e-03 2.616004e-03
[41,] 7.397408e-04 1.000275e-03 1.354336e-03 1.878570e-03 2.673960e-03
[42,] 6.435794e-04 9.016264e-04 1.290854e-03 1.893746e-03 2.793773e-03
[43,] 5.690629e-04 8.457261e-04 1.285613e-03 1.962388e-03 2.927779e-03
[44,] 5.269294e-04 8.338719e-04 1.321938e-03 2.044078e-03 3.013749e-03
[45,] 5.154224e-04 8.513355e-04 1.367583e-03 2.089923e-03 2.995635e-03
[46,] 5.227347e-04 8.740816e-04 1.386622e-03 2.058880e-03 2.841246e-03
[47,] 5.322113e-04 8.775336e-04 1.351265e-03 1.930297e-03 2.551397e-03
[48,] 5.282621e-04 8.443968e-04 1.249889e-03 1.709001e-03 2.158168e-03
[49,] 5.010756e-04 7.692281e-04 1.089138e-03 1.421937e-03 1.713697e-03
[50,] 4.488515e-04 6.586962e-04 8.900344e-04 1.108328e-03 1.274256e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.245487e-12 2.954337e-11 1.520257e-10 7.147731e-10 3.070618e-09
 [2,] 2.239656e-11 1.200134e-10 5.875882e-10 2.628610e-09 1.074497e-08
 [3,] 8.864785e-11 4.519663e-10 2.105500e-09 8.962610e-09 3.486307e-08
 [4,] 3.252894e-10 1.578039e-09 6.995169e-09 2.833583e-08 1.048962e-07
 [5,] 1.106669e-09 5.108616e-09 2.155012e-08 8.307856e-08 2.927245e-07
 [6,] 3.491068e-09 1.533622e-08 6.157114e-08 2.259311e-07 7.578178e-07
 [7,] 1.021316e-08 4.270178e-08 1.631849e-07 5.700545e-07 1.820628e-06
 [8,] 2.771582e-08 1.103085e-07 4.013325e-07 1.335010e-06 4.061041e-06
 [9,] 6.979465e-08 2.644821e-07 9.163730e-07 2.903640e-06 8.416331e-06
[10,] 1.631928e-07 5.889869e-07 1.944146e-06 5.870728e-06 1.622355e-05
[11,] 3.546339e-07 1.219586e-06 3.837234e-06 1.104985e-05 2.913566e-05
[12,] 7.173688e-07 2.352267e-06 7.060097e-06 1.940532e-05 4.887356e-05
[13,] 1.354296e-06 4.238212e-06 1.214794e-05 3.191087e-05 7.688145e-05
[14,] 2.396290e-06 7.166828e-06 1.964778e-05 4.941217e-05 1.141056e-04
[15,] 4.001090e-06 1.145802e-05 3.010695e-05 7.265426e-05 1.612157e-04
[16,] 6.370186e-06 1.751026e-05 4.421187e-05 1.026539e-04 2.194882e-04
[17,] 9.812890e-06 2.596169e-05 6.315934e-05 1.414660e-04 2.921931e-04
[18,] 1.488575e-05 3.799057e-05 8.922490e-05 1.931010e-04 3.857825e-04
[19,] 2.260891e-05 5.569521e-05 1.262975e-04 2.640221e-04 5.098309e-04
[20,] 3.471068e-05 8.238655e-05 1.799953e-04 3.625692e-04 6.749512e-04
[21,] 5.380903e-05 1.225853e-04 2.570428e-04 4.970596e-04 8.890033e-04
[22,] 8.346016e-05 1.816427e-04 3.639897e-04 6.732065e-04 1.153375e-03
[23,] 1.281281e-04 2.652079e-04 5.059481e-04 8.923770e-04 1.461952e-03
[24,] 1.933028e-04 3.790604e-04 6.863729e-04 1.152291e-03 1.804549e-03
[25,] 2.860306e-04 5.297581e-04 9.084711e-04 1.450482e-03 2.173919e-03
[26,] 4.157919e-04 7.258562e-04 1.177501e-03 1.788651e-03 2.572521e-03
[27,] 5.949321e-04 9.783558e-04 1.501748e-03 2.174447e-03 3.014195e-03
[28,] 8.371539e-04 1.298419e-03 1.889761e-03 2.617995e-03 3.518440e-03
[29,] 1.152740e-03 1.691297e-03 2.343453e-03 3.123901e-03 4.099846e-03
[30,] 1.540829e-03 2.148117e-03 2.850250e-03 3.683543e-03 4.759112e-03
[31,] 1.981819e-03 2.640169e-03 3.380043e-03 4.273791e-03 5.481633e-03
[32,] 2.435012e-03 3.121264e-03 3.891644e-03 4.865063e-03 6.244599e-03
[33,] 2.845863e-03 3.540519e-03 4.348114e-03 5.435224e-03 7.027333e-03
[34,] 3.162713e-03 3.861812e-03 4.733963e-03 5.980799e-03 7.816893e-03
[35,] 3.356938e-03 4.080684e-03 5.064097e-03 6.517194e-03 8.603845e-03
[36,] 3.436687e-03 4.228844e-03 5.377656e-03 7.065636e-03 9.369823e-03
[37,] 3.446137e-03 4.361995e-03 5.717803e-03 7.632501e-03 1.007423e-02
[38,] 3.448934e-03 4.535232e-03 6.106371e-03 8.191532e-03 1.064874e-02
[39,] 3.502462e-03 4.776811e-03 6.525309e-03 8.678491e-03 1.100467e-02
[40,] 3.633996e-03 5.071840e-03 6.913608e-03 9.001950e-03 1.105217e-02
[41,] 3.828563e-03 5.362622e-03 7.181412e-03 9.066941e-03 1.072522e-02
[42,] 4.032733e-03 5.565170e-03 7.236100e-03 8.803329e-03 1.000403e-02
[43,] 4.172095e-03 5.595452e-03 7.011128e-03 8.189357e-03 8.927338e-03
[44,] 4.175552e-03 5.396121e-03 6.488021e-03 7.262584e-03 7.589828e-03
[45,] 3.998028e-03 4.954974e-03 5.704443e-03 6.114411e-03 6.124543e-03
[46,] 3.634335e-03 4.309414e-03 4.745852e-03 4.869623e-03 4.674980e-03
[47,] 3.120142e-03 3.535954e-03 3.723721e-03 3.657465e-03 3.365413e-03
[48,] 2.520482e-03 2.728899e-03 2.747946e-03 2.583770e-03 2.278719e-03
[49,] 1.910550e-03 1.976079e-03 1.902839e-03 1.712847e-03 1.447870e-03
[50,] 1.356044e-03 1.339957e-03 1.233983e-03 1.063460e-03 8.615730e-04
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.205328e-08 4.323432e-08 1.417165e-07 4.245354e-07 1.162385e-06
 [2,] 4.013573e-08 1.370036e-07 4.274059e-07 1.218710e-06 3.176625e-06
 [3,] 1.239299e-07 4.026265e-07 1.195607e-06 3.245575e-06 8.055327e-06
 [4,] 3.548996e-07 1.097543e-06 3.102885e-06 8.020714e-06 1.896087e-05
 [5,] 9.427751e-07 2.775867e-06 7.473215e-06 1.840066e-05 4.144778e-05
 [6,] 2.323846e-06 6.516068e-06 1.671095e-05 3.920882e-05 8.419737e-05
 [7,] 5.317146e-06 1.420351e-05 3.471419e-05 7.765753e-05 1.590901e-04
 [8,] 1.129985e-05 2.876948e-05 6.704893e-05 1.431128e-04 2.799494e-04
 [9,] 2.232326e-05 5.420413e-05 1.205536e-04 2.457533e-04 4.595900e-04
[10,] 4.104701e-05 9.513527e-05 2.021311e-04 3.940477e-04 7.056553e-04
[11,] 7.038383e-05 1.558900e-04 3.168574e-04 5.917333e-04 1.016879e-03
[12,] 1.128744e-04 2.392753e-04 4.661301e-04 8.357923e-04 1.382108e-03
[13,] 1.700473e-04 3.457127e-04 6.470489e-04 1.117141e-03 1.783828e-03
[14,] 2.422489e-04 4.735568e-04 8.540836e-04 1.424807e-03 2.205779e-03
[15,] 3.294259e-04 6.210773e-04 1.083034e-03 1.752356e-03 2.641408e-03
[16,] 4.329368e-04 7.896197e-04 1.335634e-03 2.103270e-03 3.098286e-03
[17,] 5.576887e-04 9.862753e-04 1.621914e-03 2.491431e-03 3.594811e-03
[18,] 7.131716e-04 1.223834e-03 1.957722e-03 2.934902e-03 4.149709e-03
[19,] 9.119274e-04 1.516673e-03 2.357233e-03 3.445291e-03 4.770023e-03
[20,] 1.165098e-03 1.873569e-03 2.823832e-03 4.018954e-03 5.446000e-03
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[32,] 3.745998e-04 1.966343e-04 9.465413e-05 4.173375e-05 1.684192e-05
[33,] 1.986326e-04 9.921342e-05 4.542412e-05 1.904343e-05 7.305981e-06
[34,] 9.787678e-05 4.650125e-05 2.024463e-05 8.068802e-06 2.942562e-06
[35,] 4.480215e-05 2.024122e-05 8.377959e-06 3.174179e-06 1.100274e-06
[36,] 1.904557e-05 8.181038e-06 3.218980e-06 1.159245e-06 3.819249e-07
[37,] 7.517634e-06 3.069882e-06 1.148178e-06 3.930168e-07 1.230657e-07
[38,] 2.754840e-06 1.069377e-06 3.801695e-07 1.236843e-07 3.680940e-08
[39,] 9.371068e-07 3.457785e-07 1.168407e-07 3.612959e-08 1.021941e-08
[40,] 2.958829e-07 1.037752e-07 3.333005e-08 9.795751e-09 2.633432e-09
[41,] 8.670706e-08 2.890611e-08 8.824297e-09 2.465011e-09 6.298411e-10
[42,] 2.358105e-08 7.472424e-09 2.168229e-09 5.756891e-10 1.398092e-10
[43,] 5.951419e-09 1.792616e-09 4.944147e-10 1.247749e-10 2.880184e-11
[44,] 1.393802e-09 3.990650e-10 1.046208e-10 2.509672e-11 5.506373e-12
[45,] 3.028887e-10 8.243493e-11 2.054311e-11 4.684246e-12 9.769128e-13
[46,] 6.107227e-11 1.580042e-11 3.742966e-12 8.112898e-13 1.608317e-13
[47,] 1.142521e-11 2.809939e-12 6.327743e-13 1.303791e-13 2.456949e-14
[48,] 1.982993e-12 4.636327e-13 9.925293e-14 1.944083e-14 3.482636e-15
[49,] 3.192981e-13 7.097123e-14 1.444382e-14 2.689544e-15 4.580265e-16
[50,] 4.769486e-14 1.007868e-14 1.950053e-15 3.452086e-16 5.588889e-17

> 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  
    725.484       -1.437  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/70ont1257578458.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]  91.36112  92.30760  93.25409  94.20057  95.14706  96.09354  97.04003
 [8]  97.98651  98.93300  99.87948 100.82597 101.77245 102.71894 103.66542
[15] 104.61191 105.55839 106.50488 107.45136 108.39785 109.34433 110.29082
[22] 111.23730 112.18379 113.13027 114.07676 115.02324 115.96973 116.91621
[29] 117.86270 118.80918 119.75567 120.70215 121.64864 122.59512 123.54161
[36] 124.48809 125.43458 126.38106 127.32755 128.27403 129.22052 130.16700
[43] 131.11349 132.05997 133.00646 133.95294 134.89943 135.84591 136.79240
[50] 137.73888

$yords
 [1] 441.5974 445.9812 450.3650 454.7488 459.1325 463.5163 467.9001 472.2839
 [9] 476.6677 481.0514 485.4352 489.8190 494.2028 498.5865 502.9703 507.3541
[17] 511.7379 516.1217 520.5054 524.8892 529.2730 533.6568 538.0406 542.4243
[25] 546.8081 551.1919 555.5757 559.9594 564.3432 568.7270 573.1108 577.4946
[33] 581.8783 586.2621 590.6459 595.0297 599.4135 603.7972 608.1810 612.5648
[41] 616.9486 621.3323 625.7161 630.0999 634.4837 638.8675 643.2512 647.6350
[49] 652.0188 656.4026

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.557968e-10 6.676119e-10 1.194625e-09 2.063080e-09 3.510785e-09
 [2,] 1.284785e-09 2.375915e-09 4.180363e-09 7.068215e-09 1.169151e-08
 [3,] 4.388868e-09 8.002558e-09 1.385700e-08 2.297589e-08 3.703693e-08
 [4,] 1.418183e-08 2.550616e-08 4.349667e-08 7.081903e-08 1.115070e-07
 [5,] 4.334515e-08 7.691664e-08 1.292583e-07 2.068851e-07 3.188028e-07
 [6,] 1.253007e-07 2.194357e-07 3.635659e-07 5.725767e-07 8.649549e-07
 [7,] 3.425726e-07 5.921985e-07 9.677292e-07 1.500784e-06 2.225662e-06
 [8,] 8.857726e-07 1.511716e-06 2.437304e-06 3.724474e-06 5.428810e-06
 [9,] 2.165968e-06 3.650002e-06 5.807692e-06 8.749433e-06 1.254740e-05
[10,] 5.008789e-06 8.335225e-06 1.309175e-05 1.945305e-05 2.747025e-05
[11,] 1.095362e-05 1.800234e-05 2.791663e-05 4.092884e-05 5.695299e-05
[12,] 2.265287e-05 3.677212e-05 5.630916e-05 8.148197e-05 1.117962e-04
[13,] 4.430229e-05 7.103621e-05 1.074312e-04 1.534799e-04 2.077437e-04
[14,] 8.193439e-05 1.297806e-04 1.938696e-04 2.735138e-04 3.654040e-04
[15,] 1.432993e-04 2.242374e-04 3.309128e-04 4.611422e-04 6.083274e-04
[16,] 2.370079e-04 3.664200e-04 5.342522e-04 7.355642e-04 9.585499e-04
[17,] 3.707052e-04 5.662804e-04 8.158679e-04 1.110073e-03 1.429628e-03
[18,] 5.483423e-04 8.277140e-04 1.178573e-03 1.585116e-03 2.018408e-03
[19,] 7.670930e-04 1.144327e-03 1.610625e-03 2.141936e-03 2.698106e-03
[20,] 1.014950e-03 1.496519e-03 2.082555e-03 2.739580e-03 3.416015e-03
[21,] 1.270241e-03 1.851589e-03 2.548392e-03 3.317817e-03 4.098575e-03
[22,] 1.504010e-03 2.167973e-03 2.952428e-03 3.806943e-03 4.664402e-03
[23,] 1.685301e-03 2.403338e-03 3.240700e-03 4.142904e-03 5.042786e-03
[24,] 1.788220e-03 2.524616e-03 3.374262e-03 4.283633e-03 5.192384e-03
[25,] 1.798682e-03 2.516915e-03 3.340069e-03 4.221314e-03 5.113928e-03
[26,] 1.718587e-03 2.388244e-03 3.155668e-03 3.986219e-03 4.852308e-03
[27,] 1.565897e-03 2.168309e-03 2.865898e-03 3.640527e-03 4.486980e-03
[28,] 1.370527e-03 1.901695e-03 2.532583e-03 3.264023e-03 4.113638e-03
[29,] 1.167398e-03 1.637624e-03 2.220486e-03 2.936115e-03 3.822735e-03
[30,] 9.888180e-04 1.419414e-03 1.983652e-03 2.719310e-03 3.680827e-03
[31,] 8.582867e-04 1.276382e-03 1.855564e-03 2.648071e-03 3.718941e-03
[32,] 7.870196e-04 1.219778e-03 1.844809e-03 2.724774e-03 3.929499e-03
[33,] 7.734979e-04 1.242892e-03 1.936219e-03 2.922376e-03 4.270953e-03
[34,] 8.055256e-04 1.324537e-03 2.096253e-03 3.192091e-03 4.677880e-03
[35,] 8.639103e-04 1.434624e-03 2.280915e-03 3.473891e-03 5.073921e-03
[36,] 9.268416e-04 1.540564e-03 2.444538e-03 3.707768e-03 5.385147e-03
[37,] 9.741496e-04 1.613350e-03 2.547919e-03 3.843884e-03 5.551780e-03
[38,] 9.907564e-04 1.632338e-03 2.564517e-03 3.850041e-03 5.536618e-03
[39,] 9.687867e-04 1.587988e-03 2.483747e-03 3.715399e-03 5.329055e-03
[40,] 9.080451e-04 1.482183e-03 2.310967e-03 3.450042e-03 4.944383e-03
[41,] 8.149174e-04 1.326308e-03 2.064500e-03 3.080882e-03 4.418909e-03
[42,] 7.001220e-04 1.137756e-03 1.770656e-03 2.645174e-03 3.802234e-03
[43,] 5.759921e-04 9.358918e-04 1.458134e-03 2.183246e-03 3.148403e-03
[44,] 4.539936e-04 7.384501e-04 1.153073e-03 1.732026e-03 2.507701e-03
[45,] 3.429955e-04 5.590663e-04 8.756539e-04 1.320429e-03 1.920419e-03
[46,] 2.484909e-04 4.061911e-04 6.385537e-04 9.670782e-04 1.413371e-03
[47,] 1.726760e-04 2.832297e-04 4.470723e-04 6.802265e-04 9.992724e-04
[48,] 1.151059e-04 1.895163e-04 3.004466e-04 4.593604e-04 6.784964e-04
[49,] 7.360113e-05 1.216656e-04 1.937530e-04 2.977480e-04 4.423572e-04
[50,] 4.513540e-05 7.491930e-05 1.198714e-04 1.852127e-04 2.769188e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.071463e-09 1.103818e-08 2.150169e-08 4.444163e-08 9.451665e-08
 [2,] 1.945710e-08 3.371845e-08 6.241547e-08 1.232912e-07 2.531194e-07
 [3,] 5.951391e-08 9.857840e-08 1.734625e-07 3.267916e-07 6.458533e-07
 [4,] 1.735591e-07 2.756347e-07 4.616074e-07 8.282164e-07 1.571499e-06
 [5,] 4.820679e-07 7.364557e-07 1.176090e-06 2.008302e-06 3.649686e-06
 [6,] 1.274011e-06 1.878451e-06 2.867807e-06 4.661527e-06 8.097400e-06
 [7,] 3.200760e-06 4.569376e-06 6.688833e-06 1.035981e-05 1.717715e-05
 [8,] 7.638421e-06 1.058980e-05 1.491149e-05 2.204518e-05 3.486593e-05
 [9,] 1.730329e-05 2.336082e-05 3.174673e-05 4.490909e-05 6.775995e-05
[10,] 3.718579e-05 4.901059e-05 6.449137e-05 8.754930e-05 1.261470e-04
[11,] 7.577776e-05 9.771706e-05 1.248971e-04 1.632474e-04 2.250359e-04
[12,] 1.463717e-04 1.850361e-04 2.304102e-04 2.909752e-04 3.847416e-04
[13,] 2.679129e-04 3.326026e-04 4.046134e-04 4.954653e-04 6.304392e-04
[14,] 4.645782e-04 5.672939e-04 6.759500e-04 8.055069e-04 9.900444e-04
[15,] 7.631203e-04 9.178813e-04 1.073832e-03 1.249746e-03 1.489981e-03
[16,] 1.187333e-03 1.408642e-03 1.621792e-03 1.849883e-03 2.148990e-03
[17,] 1.749896e-03 2.050471e-03 2.328480e-03 2.612272e-03 2.971068e-03
[18,] 2.443292e-03 2.831557e-03 3.178810e-03 3.520233e-03 3.939597e-03
[19,] 3.232877e-03 3.711045e-03 4.128730e-03 4.530294e-03 5.015282e-03
[20,] 4.055775e-03 4.619424e-03 5.107125e-03 5.575337e-03 6.140072e-03
[21,] 4.828274e-03 5.468014e-03 6.026706e-03 6.575852e-03 7.247568e-03
[22,] 5.461761e-03 6.166906e-03 6.802602e-03 7.457542e-03 8.277987e-03
[23,] 5.883727e-03 6.647113e-03 7.373931e-03 8.170542e-03 9.193380e-03
[24,] 6.057646e-03 6.880127e-03 7.721508e-03 8.703906e-03 9.987864e-03
[25,] 5.994967e-03 6.888085e-03 7.875327e-03 9.089963e-03 1.068879e-02
[26,] 5.754714e-03 6.740547e-03 7.908672e-03 9.396424e-03 1.134790e-02
[27,] 5.430420e-03 6.538480e-03 7.920329e-03 9.708490e-03 1.202531e-02
[28,] 5.128372e-03 6.390375e-03 8.010446e-03 1.010676e-02 1.277194e-02
[29,] 4.943724e-03 6.387623e-03 8.257308e-03 1.064777e-02 1.361620e-02
[30,] 4.940935e-03 6.585698e-03 8.701163e-03 1.135238e-02 1.455857e-02
[31,] 5.142739e-03 6.994970e-03 9.338069e-03 1.220359e-02 1.557386e-02
[32,] 5.528753e-03 7.581552e-03 1.012320e-02 1.315197e-02 1.661765e-02
[33,] 6.042261e-03 8.276002e-03 1.098059e-02 1.412478e-02 1.763256e-02
[34,] 6.602408e-03 8.986612e-03 1.181572e-02 1.503539e-02 1.855139e-02
[35,] 7.118805e-03 9.614172e-03 1.252823e-02 1.579116e-02 1.929757e-02
[36,] 7.506040e-03 1.006604e-02 1.302351e-02 1.630056e-02 1.978632e-02
[37,] 7.696113e-03 1.026815e-02 1.322317e-02 1.648140e-02 1.993052e-02
[38,] 7.647363e-03 1.017412e-02 1.307440e-02 1.627109e-02 1.965351e-02
[39,] 7.348926e-03 9.770725e-03 1.255763e-02 1.563835e-02 1.890670e-02
[40,] 6.820378e-03 9.079074e-03 1.169106e-02 1.459308e-02 1.768660e-02
[41,] 6.106882e-03 8.151116e-03 1.053011e-02 1.319030e-02 1.604430e-02
[42,] 5.270873e-03 7.061653e-03 9.160709e-03 1.152540e-02 1.408267e-02
[43,] 4.381854e-03 5.896980e-03 7.686855e-03 9.720348e-03 1.194084e-02
[44,] 3.506165e-03 4.742208e-03 6.214838e-03 7.904151e-03 9.770335e-03
[45,] 2.698529e-03 3.669757e-03 4.837792e-03 6.192685e-03 7.709956e-03
[46,] 1.996695e-03 2.731319e-03 3.624168e-03 4.673151e-03 5.866194e-03
[47,] 1.419774e-03 1.954597e-03 2.612400e-03 3.396425e-03 4.303377e-03
[48,] 9.699682e-04 1.344801e-03 1.812020e-03 2.377734e-03 3.043877e-03
[49,] 6.366668e-04 8.896558e-04 1.209661e-03 1.603634e-03 2.075860e-03
[50,] 4.015521e-04 5.660513e-04 7.774105e-04 1.042065e-03 1.364694e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.001964e-07 4.124300e-07 8.148247e-07 1.532163e-06 2.731413e-06
 [2,] 5.221982e-07 1.054064e-06 2.047309e-06 3.791389e-06 6.662704e-06
 [3,] 1.294966e-06 2.557698e-06 4.880461e-06 8.898226e-06 1.541217e-05
 [4,] 3.055098e-06 5.895318e-06 1.104198e-05 1.981237e-05 3.381636e-05
 [5,] 6.862323e-06 1.291479e-05 2.372027e-05 4.186348e-05 7.039748e-05
 [6,] 1.468827e-05 2.690793e-05 4.840567e-05 8.397876e-05 1.390904e-04
 [7,] 2.998690e-05 5.336125e-05 9.389429e-05 1.600099e-04 2.609295e-04
 [8,] 5.845089e-05 1.008142e-04 1.732488e-04 2.897533e-04 4.650041e-04
 [9,] 1.088952e-04 1.816473e-04 3.043579e-04 4.990498e-04 7.877388e-04
[10,] 1.941129e-04 3.125203e-04 5.096442e-04 8.183012e-04 1.269601e-03
[11,] 3.314348e-04 5.141306e-04 8.145387e-04 1.279005e-03 1.948909e-03
[12,] 5.426218e-04 8.100162e-04 1.244634e-03 1.908558e-03 2.853537e-03
[13,] 8.526855e-04 1.224308e-03 1.821918e-03 2.724456e-03 3.992666e-03
[14,] 1.287323e-03 1.778624e-03 2.560992e-03 3.729784e-03 5.351705e-03
[15,] 1.868925e-03 2.488592e-03 3.466460e-03 4.911994e-03 6.893304e-03
[16,] 2.611590e-03 3.360727e-03 4.532465e-03 6.246164e-03 8.565653e-03
[17,] 3.516163e-03 4.390422e-03 5.744681e-03 7.702262e-03 1.031643e-02
[18,] 4.566829e-03 5.561733e-03 7.084201e-03 9.254192e-03 1.210803e-02
[19,] 5.730926e-03 6.849333e-03 8.532021e-03 1.088728e-02 1.392829e-02
[20,] 6.963120e-03 8.222532e-03 1.007263e-02 1.260115e-02 1.579218e-02
[21,] 8.213816e-03 9.650652e-03 1.169545e-02 1.440637e-02 1.773284e-02
[22,] 9.439937e-03 1.110832e-02 1.339352e-02 1.631554e-02 1.978408e-02
[23,] 1.061478e-02 1.257885e-02 1.515943e-02 1.833103e-02 2.195967e-02
[24,] 1.173325e-02 1.405394e-02 1.697925e-02 2.043302e-02 2.423581e-02
[25,] 1.281010e-02 1.552938e-02 1.882613e-02 2.257173e-02 2.654284e-02
[26,] 1.387134e-02 1.699815e-02 2.065630e-02 2.466739e-02 2.877007e-02
[27,] 1.494226e-02 1.844420e-02 2.241038e-02 2.662016e-02 3.078475e-02
[28,] 1.603666e-02 1.984073e-02 2.402205e-02 2.832972e-02 3.246183e-02
[29,] 1.715185e-02 2.115495e-02 2.543312e-02 2.972017e-02 3.371675e-02
[30,] 1.827056e-02 2.235766e-02 2.661029e-02 3.076212e-02 3.453054e-02
[31,] 1.936734e-02 2.343266e-02 2.755570e-02 3.148241e-02 3.495644e-02
[32,] 2.041428e-02 2.437962e-02 2.830459e-02 3.195461e-02 3.510275e-02
[33,] 2.138160e-02 2.520623e-02 2.890717e-02 3.227031e-02 3.509506e-02
[34,] 2.223172e-02 2.591110e-02 2.939985e-02 3.249999e-02 3.502999e-02
[35,] 2.291024e-02 2.646465e-02 2.977687e-02 3.265809e-02 3.493745e-02
[36,] 2.334056e-02 2.679795e-02 2.997548e-02 3.268705e-02 3.476615e-02
[37,] 2.342855e-02 2.680783e-02 2.988327e-02 3.246815e-02 3.439775e-02
[38,] 2.307944e-02 2.637954e-02 2.936720e-02 3.185608e-02 3.368423e-02
[39,] 2.222318e-02 2.542042e-02 2.831468e-02 3.072450e-02 3.249391e-02
[40,] 2.083951e-02 2.389251e-02 2.667168e-02 2.900645e-02 3.075011e-02
[41,] 1.897289e-02 2.183194e-02 2.446443e-02 2.671608e-02 2.845135e-02
[42,] 1.673125e-02 1.934809e-02 2.179844e-02 2.394741e-02 2.567071e-02
[43,] 1.426819e-02 1.660377e-02 1.883734e-02 2.085388e-02 2.253920e-02
[44,] 1.175497e-02 1.378392e-02 1.577060e-02 1.761829e-02 1.922168e-02
[45,] 9.350894e-03 1.106318e-02 1.278077e-02 1.442274e-02 1.589222e-02
[46,] 7.180493e-03 8.581149e-03 1.001858e-02 1.142519e-02 1.271321e-02
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[31,] 4.257097e-02 4.252514e-02 0.0420770820 0.0411520739 0.0397001666
[32,] 4.075825e-02 4.078089e-02 0.0403563524 0.0394220785 0.0379536475
[33,] 3.845432e-02 3.850786e-02 0.0380902202 0.0371606802 0.0357250353
[34,] 3.578021e-02 3.586303e-02 0.0354793960 0.0346128690 0.0332961401
[35,] 3.293544e-02 3.308369e-02 0.0327993032 0.0320844240 0.0309883298
[36,] 3.013966e-02 3.041704e-02 0.0303173949 0.0298491889 0.0290638531
[37,] 2.757124e-02 2.804925e-02 0.0282145765 0.0280667408 0.0276448239
[38,] 2.532235e-02 2.605620e-02 0.0265354226 0.0267367257 0.0266763327
[39,] 2.338233e-02 2.438975e-02 0.0251817155 0.0257038317 0.0259456582
[40,] 2.165194e-02 2.290167e-02 0.0239499579 0.0247109465 0.0251510243
[41,] 1.998244e-02 2.139651e-02 0.0225998156 0.0234824637 0.0239967977
[42,] 1.822660e-02 1.969602e-02 0.0209308837 0.0218100482 0.0222833560
[43,] 1.628590e-02 1.769461e-02 0.0188430593 0.0196131452 0.0199626710
[44,] 1.413969e-02 1.538901e-02 0.0163622324 0.0169564210 0.0171440652
[45,] 1.184840e-02 1.287446e-02 0.0136259385 0.0140224602 0.0140531903
[46,] 9.531952e-03 1.031203e-02 0.0108378730 0.0110536971 0.0109631922
[47,] 7.333085e-03 7.880895e-03 0.0082098545 0.0082863269 0.0081238887
[48,] 5.379126e-03 5.732859e-03 0.0059113290 0.0058979308 0.0057108999
[49,] 3.754403e-03 3.962689e-03 0.0040402109 0.0039815905 0.0038053464
[50,] 2.489506e-03 2.599614e-03 0.0026186984 0.0025475258 0.0024020953
             [,36]        [,37]        [,38]       [,39]       [,40]
 [1,] 0.0004455716 0.0006506791 0.0009032827 0.001188517 0.001479297
 [2,] 0.0007117604 0.0010170228 0.0013854684 0.001792811 0.002198064
 [3,] 0.0010939388 0.0015253818 0.0020349444 0.002585740 0.003119504
 [4,] 0.0016237082 0.0022028927 0.0028708783 0.003575452 0.004238810
 [5,] 0.0023362851 0.0030746019 0.0039037706 0.004754876 0.005530454
 [6,] 0.0032703016 0.0041631094 0.0051356164 0.006103170 0.006951547
 [7,] 0.0044666524 0.0054884673 0.0065618434 0.007590511 0.008449907
 [8,] 0.0059653468 0.0070673511 0.0081739236 0.009184803 0.009974848
 [9,] 0.0077998131 0.0089107124 0.0099613610 0.010858268 0.011487807
[10,] 0.0099892104 0.0110199394 0.0119122191 0.012592016 0.012969909
[11,] 0.0125305009 0.0133824690 0.0140120425 0.014377317 0.014424164
[12,] 0.0153924166 0.0159680551 0.0162413304 0.016212817 0.015871023
[13,] 0.0185126599 0.0187262769 0.0185715648 0.018097488 0.017337278
[14,] 0.0217982375 0.0215850026 0.0209597893 0.020020088 0.018840251
[15,] 0.0251280238 0.0244495486 0.0233427294 0.021947790 0.020371690
[16,] 0.0283574915 0.0272037644 0.0256334484 0.023818837 0.021887828
[17,] 0.0313276175 0.0297163372 0.0277252213 0.025545007 0.023311847
[18,] 0.0338813550 0.0318561752 0.0295066301 0.027027475 0.024551352
[19,] 0.0358894348 0.0335178713 0.0308876325 0.028184128 0.025526977
[20,] 0.0372820799 0.0346522864 0.0318297742 0.028979602 0.026201835
[21,] 0.0380766237 0.0352910488 0.0323682411 0.029445079 0.026598898
[22,] 0.0383872149 0.0355514552 0.0326129636 0.029676372 0.026796723
[23,] 0.0384055605 0.0356128268 0.0327222907 0.029806533 0.026902534
[24,] 0.0383514592 0.0356660653 0.0328538645 0.029960111 0.027011552
[25,] 0.0384052661 0.0358507066 0.0331084249 0.030205261 0.027168181
[26,] 0.0386450284 0.0362020374 0.0334878675 0.030522741 0.027344997
[27,] 0.0390131750 0.0366302815 0.0338858486 0.030805872 0.027449327
[28,] 0.0393290937 0.0369437170 0.0341182187 0.030894534 0.027357069
[29,] 0.0393474887 0.0369115189 0.0339857724 0.030633521 0.026963237
[30,] 0.0388446399 0.0363465316 0.0333489945 0.029935834 0.026231890
[31,] 0.0377029266 0.0351793281 0.0321885880 0.028828231 0.025226943
[32,] 0.0359631876 0.0334964307 0.0306289103 0.027460850 0.024110198
[33,] 0.0338249899 0.0315269959 0.0289130320 0.026073686 0.023102806
[34,] 0.0315927425 0.0295796160 0.0273342357 0.024927074 0.022418651
[35,] 0.0295842202 0.0279481563 0.0261441576 0.024216541 0.022189274
[36,] 0.0280311482 0.0268169692 0.0254673022 0.024000058 0.022405852
[37,] 0.0270047136 0.0261973736 0.0252515879 0.024164209 0.022901073
[38,] 0.0263911670 0.0259179772 0.0252740129 0.024444385 0.023381895
[39,] 0.0259263146 0.0256737473 0.0252022065 0.024495773 0.023506368
[40,] 0.0252778367 0.0251184203 0.0246927144 0.023993118 0.022980617
[41,] 0.0241478797 0.0239693696 0.0234931609 0.022725806 0.021643323
[42,] 0.0223616103 0.0220898073 0.0215140179 0.020656314 0.019509192
[43,] 0.0199134152 0.0195223355 0.0188476371 0.017924210 0.016758637
[44,] 0.0169589298 0.0164666902 0.0157324644 0.014798638 0.013681172
[45,] 0.0137610923 0.0132148641 0.0124799922 0.011600294 0.010595832
[46,] 0.0106134676 0.0100700316 0.0093927619 0.008621752 0.007776740
[47,] 0.0077683629 0.0072770355 0.0067000858 0.006070612 0.005405201
[48,] 0.0053904817 0.0049828533 0.0045267689 0.004047133 0.003556231
[49,] 0.0035437571 0.0032312709 0.0028955738 0.002553840 0.002214183
[50,] 0.0022062276 0.0019837774 0.0017530840 0.001525028 0.001304390
            [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 0.001739339 0.0019301061 0.0020200436 0.0019930795 0.0018532610
 [2,] 0.002548802 0.0027917210 0.0028857665 0.0028134166 0.0025858590
 [3,] 0.003564888 0.0038524733 0.0039323255 0.0037880193 0.0034417317
 [4,] 0.004769552 0.0050826442 0.0051215188 0.0048744091 0.0043784948
 [5,] 0.006120431 0.0064270255 0.0063909325 0.0060091535 0.0053372559
 [6,] 0.007556481 0.0078127567 0.0076634672 0.0071182652 0.0062529523
 [7,] 0.009009160 0.0091629156 0.0088622119 0.0081320615 0.0070680101
 [8,] 0.010416573 0.0104127308 0.0099271508 0.0090008580 0.0077458660
 [9,] 0.011736909 0.0115241730 0.0108292403 0.0097071759 0.0082804930
[10,] 0.012957433 0.0124947589 0.0115776732 0.0102706517 0.0086987510
[11,] 0.014096157 0.0133575144 0.0122175239 0.0107433826 0.0090539805
[12,] 0.015194749 0.0141709390 0.0128171737 0.0111957774 0.0094115237
[13,] 0.016303287 0.0150003993 0.0134477747 0.0116958237 0.0098294430
[14,] 0.017460108 0.0158953581 0.0141599843 0.0122873573 0.0103398742
[15,] 0.018672678 0.0168694195 0.0149653134 0.0129743677 0.0109372155
[16,] 0.019906941 0.0178908211 0.0158291877 0.0137173503 0.0115777465
[17,] 0.021091119 0.0188884655 0.0166794472 0.0144438767 0.0121914057
[18,] 0.022135121 0.0197729554 0.0174281713 0.0150700564 0.0127016883
[19,] 0.022959847 0.0204655259 0.0179989592 0.0155249589 0.0130463170
[20,] 0.023525201 0.0209235983 0.0183491132 0.0157688249 0.0131912838
[21,] 0.023844735 0.0211524547 0.0184782900 0.0157988674 0.0131341758
[22,] 0.023979704 0.0211982909 0.0184211893 0.0156421269 0.0128975883
[23,] 0.024013957 0.0211259544 0.0182287399 0.0153402650 0.0125173135
[24,] 0.024019470 0.0209911183 0.0179466828 0.0149337926 0.0120311642
[25,] 0.024026539 0.0208186291 0.0176006609 0.0144522629 0.0114727100
[26,] 0.024011041 0.0205958724 0.0171934973 0.0139135949 0.0108713239
[27,] 0.023904650 0.0202839208 0.0167152291 0.0133318107 0.0102572791
[28,] 0.023625348 0.0198426044 0.0161618028 0.0127295339 0.0096690294
[29,] 0.023118048 0.0192605861 0.0155552993 0.0121500102 0.0091591302
[30,] 0.022390899 0.0185791966 0.0149574804 0.0116630189 0.0087951413
[31,] 0.021532980 0.0178996076 0.0144694246 0.0113598695 0.0086524312
[32,] 0.020703749 0.0173669069 0.0142132046 0.0113350961 0.0087975870
[33,] 0.020092976 0.0171315180 0.0142970570 0.0116568085 0.0092645713
[34,] 0.019860178 0.0172968268 0.0147723381 0.0123331646 0.0100301089
[35,] 0.020071715 0.0178693301 0.0155964762 0.0132869699 0.0109981049
[36,] 0.020658085 0.0187305788 0.0166178809 0.0143511062 0.0120027136
[37,] 0.021410316 0.0196458685 0.0175939365 0.0152924019 0.0128346452
[38,] 0.022022443 0.0203129563 0.0182421648 0.0158615196 0.0132865828
[39,] 0.022170260 0.0204387949 0.0183112595 0.0158552705 0.0132048030
[40,] 0.021601656 0.0198199333 0.0176491020 0.0151709303 0.0125297682
[41,] 0.020207895 0.0183990523 0.0162442239 0.0138335482 0.0113113304
[42,] 0.018051678 0.0162784126 0.0142265874 0.0119869663 0.0096934351
[43,] 0.015344321 0.0136873499 0.0118289482 0.0098529229 0.0078746188
[44,] 0.012383382 0.0109178822 0.0093243216 0.0076738811 0.0060588444
[45,] 0.009475023 0.0082523903 0.0069618752 0.0056591897 0.0044128612
[46,] 0.006867309 0.0059065832 0.0049207293 0.0039499424 0.0030413808
[47,] 0.004712130 0.0040014295 0.0032913463 0.0026085760 0.0019831082
[48,] 0.003059996 0.0025650443 0.0020828684 0.0016297310 0.0012231703
[49,] 0.001880190 0.0015556024 0.0012469034 0.0009631173 0.0007135983
[50,] 0.001092948 0.0008924373 0.0007060694 0.0005383469 0.0003937516
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 0.0016236945 0.0013401911 0.0010420418 7.631987e-04 5.265196e-04
 [2,] 0.0022399996 0.0018284405 0.0014062173 1.018908e-03 6.955356e-04
 [3,] 0.0029483209 0.0023806500 0.0018116458 1.299197e-03 8.779990e-04
 [4,] 0.0037100738 0.0029644988 0.0022333037 1.586119e-03 1.061979e-03
 [5,] 0.0044749123 0.0035402042 0.0026420935 1.859980e-03 1.235169e-03
 [6,] 0.0051901688 0.0040684800 0.0030110576 2.103845e-03 1.387913e-03
 [7,] 0.0058124557 0.0045196611 0.0033220281 2.308020e-03 1.516005e-03
 [8,] 0.0063183753 0.0048814933 0.0035708046 2.473164e-03 1.622345e-03
 [9,] 0.0067111452 0.0051631326 0.0037691069 2.610878e-03 1.716758e-03
[10,] 0.0070207101 0.0053936655 0.0039422434 2.741157e-03 1.813695e-03
[11,] 0.0072964375 0.0056148053 0.0041225394 2.887004e-03 1.928159e-03
[12,] 0.0075935248 0.0058691166 0.0043398923 3.067399e-03 2.070861e-03
[13,] 0.0079564118 0.0061867961 0.0046120141 3.290642e-03 2.244029e-03
[14,] 0.0084040794 0.0065750608 0.0049374797 3.550296e-03 2.439386e-03
[15,] 0.0089222666 0.0070139048 0.0052941595 3.825325e-03 2.639138e-03
[16,] 0.0094657396 0.0074600664 0.0056438801 4.084623e-03 2.819838e-03
[17,] 0.0099702027 0.0078580613 0.0059418400 4.294438e-03 2.957814e-03
[18,] 0.0103696391 0.0081543581 0.0061474572 4.426132e-03 3.034331e-03
[19,] 0.0106127894 0.0083096965 0.0062329606 4.461732e-03 3.038896e-03
[20,] 0.0106732308 0.0083057382 0.0061873392 4.395953e-03 2.970050e-03
[21,] 0.0105507430 0.0081450481 0.0060154937 4.234989e-03 2.834141e-03
[22,] 0.0102655255 0.0078462398 0.0057343398 3.993528e-03 2.643144e-03
[23,] 0.0098493406 0.0074375387 0.0053682653 3.691644e-03 2.412613e-03
[24,] 0.0093378297 0.0069516144 0.0049457093 3.352562e-03 2.160247e-03
[25,] 0.0087665291 0.0064229850 0.0044974075 3.001444e-03 1.905052e-03
[26,] 0.0081708992 0.0058877645 0.0040558819 2.664763e-03 1.666742e-03
[27,] 0.0075890661 0.0053846685 0.0036553990 2.369785e-03 1.465124e-03
[28,] 0.0070652592 0.0049560028 0.0033316600 2.143760e-03 1.319244e-03
[29,] 0.0066517298 0.0046473430 0.0031205143 2.012449e-03 1.246124e-03
[30,] 0.0064068800 0.0045045386 0.0030548842 1.997508e-03 1.258779e-03
[31,] 0.0063876745 0.0045668612 0.0031591979 2.112331e-03 1.363331e-03
[32,] 0.0066357408 0.0048561383 0.0034414276 2.356569e-03 1.555470e-03
[33,] 0.0071592631 0.0053637996 0.0038843945 2.710689e-03 1.817305e-03
[34,] 0.0079161011 0.0060402071 0.0044396950 3.133002e-03 2.116270e-03
[35,] 0.0088058114 0.0067919917 0.0050282783 3.561824e-03 2.407715e-03
[36,] 0.0096774275 0.0074919289 0.0055503957 3.924200e-03 2.641792e-03
[37,] 0.0103551789 0.0080018215 0.0059043495 4.150134e-03 2.773493e-03
[38,] 0.0106771735 0.0082033320 0.0060094766 4.188598e-03 2.773057e-03
[39,] 0.0105356154 0.0080273248 0.0058261021 4.020104e-03 2.633244e-03
[40,] 0.0099048872 0.0074715721 0.0053654461 3.661350e-03 2.370868e-03
[41,] 0.0088474544 0.0066004206 0.0046858607 3.160221e-03 2.021972e-03
[42,] 0.0074957061 0.0055266948 0.0038768443 2.582975e-03 1.632415e-03
[43,] 0.0060167465 0.0043825831 0.0030366403 1.998185e-03 1.247125e-03
[44,] 0.0045726864 0.0032895640 0.0022509180 1.462615e-03 9.013879e-04
[45,] 0.0032889454 0.0023363995 0.0015785830 1.012790e-03 6.162709e-04
[46,] 0.0022382091 0.0015698786 0.0010472419 6.633611e-04 3.985190e-04
[47,] 0.0014408849 0.0009977869 0.0006571342 4.109492e-04 2.437349e-04
[48,] 0.0008773960 0.0005998267 0.0003899963 2.407755e-04 1.409813e-04
[49,] 0.0005053234 0.0003410409 0.0002189012 1.334160e-04 7.712042e-05
[50,] 0.0002752524 0.0001833854 0.0001161997 6.991439e-05 3.989648e-05

> 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  
    683.342       -1.069  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/19lw71257578458.ps tmp/19lw71257578458.png")
> system("convert tmp/2is5w1257578458.ps tmp/2is5w1257578458.png")
> system("convert tmp/3ea801257578458.ps tmp/3ea801257578458.png")
> system("convert tmp/4tupu1257578458.ps tmp/4tupu1257578458.png")
> system("convert tmp/5cgcl1257578458.ps tmp/5cgcl1257578458.png")
> system("convert tmp/6cmi81257578458.ps tmp/6cmi81257578458.png")
> system("convert tmp/70ont1257578458.ps tmp/70ont1257578458.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.390   1.930   3.224