R version 2.7.0 (2008-04-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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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(467,460,448,443,436,431,484,510,513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557)
> y <- c(15.1,14.8,16.1,14.3,15.2,14.9,13.1,12.6,13.6,14.4,14,12.9,13.4,13.5,14.8,14.3,14.3,14,13.2,12.2,14.3,15.7,14.2,14.6,14.5,14.3,15.3,14.4,13.7,14.2,13.5,11.9,14.6,15.6,14.1,14.9,14.2,14.6,17.2,15.4,14.3,17.5,14.5,14.4,16.6,16.7,16.6,16.9,15.7,16.4,18.4,16.9,16.5,18.3,15.1,15.7,18.1,16.8,18.9,19,18.1,17.8,21.5,17.1,18.7,19,16.4,16.9,18.6,19.3,19.4,17.6)
> x <- c(15,14.9,16.8,14.3,15.5,15.6,14.6,12.5,14.8,15.9,14.8,12.9,14.3,14.2,15.9,15.3,15.5,15.1,15,12.1,15.8,16.9,15.1,13.7,14.8,14.7,16,15.4,15,15.5,15.1,11.7,16.3,16.7,15,14.9,14.6,15.3,17.9,16.4,15.4,17.9,15.9,13.9,17.8,17.9,17.4,16.7,16,16.6,19.1,17.8,17.2,18.6,16.3,15.1,19.2,17.7,19.1,18,17.5,17.8,21.1,17.2,19.4,19.8,17.6,16.2,19.5,19.9,20,17.3)
> par7 = 'Werkloosheid in duizenden'
> par6 = 'Invoer in miljarden euro'
> par5 = 'Uitvoer in miljarden euro'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1it9o1226253175.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/2h1071226253175.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/3ibc41226253175.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/4zf381226253176.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/50obn1226253176.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  
    -0.1888       0.9748  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/648uc1226253176.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] 10.94393 11.17887 11.41381 11.64876 11.88370 12.11864 12.35358 12.58852
 [9] 12.82346 13.05840 13.29335 13.52829 13.76323 13.99817 14.23311 14.46805
[17] 14.70300 14.93794 15.17288 15.40782 15.64276 15.87770 16.11265 16.34759
[25] 16.58253 16.81747 17.05241 17.28735 17.52230 17.75724 17.99218 18.22712
[33] 18.46206 18.69700 18.93195 19.16689 19.40183 19.63677 19.87171 20.10665
[41] 20.34160 20.57654 20.81148 21.04642 21.28136 21.51630 21.75124 21.98619
[49] 22.22113 22.45607

$yords
 [1] 398.9147 404.2651 409.6156 414.9660 420.3164 425.6668 431.0172 436.3677
 [9] 441.7181 447.0685 452.4189 457.7693 463.1198 468.4702 473.8206 479.1710
[17] 484.5214 489.8719 495.2223 500.5727 505.9231 511.2735 516.6240 521.9744
[25] 527.3248 532.6752 538.0256 543.3760 548.7265 554.0769 559.4273 564.7777
[33] 570.1281 575.4786 580.8290 586.1794 591.5298 596.8802 602.2307 607.5811
[41] 612.9315 618.2819 623.6323 628.9828 634.3332 639.6836 645.0340 650.3844
[49] 655.7349 661.0853

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.361622e-05 9.368793e-05 1.507476e-04 2.235035e-04 3.060746e-04
 [2,] 1.007911e-04 1.864045e-04 3.185660e-04 5.022644e-04 7.306254e-04
 [3,] 1.660241e-04 3.195932e-04 5.743231e-04 9.575977e-04 1.476949e-03
 [4,] 2.543466e-04 4.913915e-04 9.068089e-04 1.575587e-03 2.554501e-03
 [5,] 3.984464e-04 7.296728e-04 1.321499e-03 2.318062e-03 3.869986e-03
 [6,] 6.879562e-04 1.147467e-03 1.932523e-03 3.253163e-03 5.376637e-03
 [7,] 1.278100e-03 1.978464e-03 3.051835e-03 4.732804e-03 7.369772e-03
 [8,] 2.344388e-03 3.527592e-03 5.162306e-03 7.440646e-03 1.068955e-02
 [9,] 3.983739e-03 6.007864e-03 8.688180e-03 1.212461e-02 1.649472e-02
[10,] 6.140513e-03 9.355898e-03 1.364389e-02 1.903668e-02 2.549595e-02
[11,] 8.673018e-03 1.323746e-02 1.947586e-02 2.747982e-02 3.707837e-02
[12,] 1.153009e-02 1.733985e-02 2.540268e-02 3.603993e-02 4.919016e-02
[13,] 1.475390e-02 2.163250e-02 3.103438e-02 4.355876e-02 5.950301e-02
[14,] 1.810242e-02 2.608013e-02 3.645427e-02 4.987953e-02 6.699706e-02
[15,] 2.067273e-02 2.993925e-02 4.136273e-02 5.524817e-02 7.217141e-02
[16,] 2.122596e-02 3.165231e-02 4.430114e-02 5.888478e-02 7.537703e-02
[17,] 1.916715e-02 2.992684e-02 4.336639e-02 5.878423e-02 7.537383e-02
[18,] 1.514917e-02 2.498402e-02 3.799243e-02 5.351517e-02 7.032152e-02
[19,] 1.058937e-02 1.850309e-02 2.971093e-02 4.394751e-02 6.012097e-02
[20,] 6.673676e-03 1.235613e-02 2.098888e-02 3.274922e-02 4.703269e-02
[21,] 3.855338e-03 7.562321e-03 1.359742e-02 2.242389e-02 3.394984e-02
[22,] 2.044076e-03 4.253872e-03 8.109587e-03 1.416632e-02 2.268572e-02
[23,] 9.779635e-04 2.165685e-03 4.390892e-03 8.151817e-03 1.386084e-02
[24,] 4.114681e-04 9.727771e-04 2.104685e-03 4.167633e-03 7.553749e-03
[25,] 1.486566e-04 3.761815e-04 8.709248e-04 1.844807e-03 3.575436e-03
[26,] 4.533393e-05 1.230057e-04 3.052947e-04 6.931313e-04 1.439540e-03
[27,] 1.154514e-05 3.362339e-05 8.956355e-05 2.182099e-04 4.862684e-04
[28,] 2.440133e-06 7.632259e-06 2.183311e-05 5.712212e-05 1.366853e-04
[29,] 4.265414e-07 1.433313e-06 4.404836e-06 1.238027e-05 3.182313e-05
[30,] 6.154858e-08 2.222368e-07 7.338638e-07 2.216248e-06 6.121037e-06
[31,] 7.323798e-09 2.841811e-08 1.008443e-07 3.272702e-07 9.713162e-07
[32,] 7.182461e-10 2.995133e-09 1.142231e-08 3.983718e-08 1.270632e-07
[33,] 5.803592e-11 2.600976e-10 1.066031e-09 3.995759e-09 1.369696e-08
[34,] 3.863102e-12 1.860717e-11 8.196308e-11 3.301818e-10 1.216428e-09
[35,] 2.118183e-13 1.096543e-12 5.191466e-12 2.247843e-11 8.901603e-11
[36,] 9.570585e-15 5.326739e-14 2.712050e-13 1.263398e-12 5.387061e-12
[37,] 3.584566e-16 2.154946e-15 1.189332e-14 6.042454e-14 2.838613e-13
[38,] 1.208107e-17 8.316787e-17 5.449783e-16 3.451468e-15 2.140702e-14
[39,] 7.097582e-19 7.090275e-18 6.867946e-17 6.353615e-16 5.536104e-15
[40,] 1.376378e-19 1.735349e-18 2.015587e-17 2.150243e-16 2.103138e-15
[41,] 3.307404e-20 4.555908e-19 5.742277e-18 6.620934e-17 6.982693e-16
[42,] 6.790583e-21 1.006493e-19 1.364344e-18 1.691371e-17 1.917567e-16
[43,] 1.151256e-21 1.834097e-20 2.672188e-19 3.560455e-18 4.338459e-17
[44,] 1.607833e-22 2.752998e-21 4.310861e-20 6.173271e-19 8.084584e-18
[45,] 1.849452e-23 3.403457e-22 5.727836e-21 8.815643e-20 1.240819e-18
[46,] 1.752159e-24 3.465474e-23 6.268231e-22 1.036861e-20 1.568508e-19
[47,] 1.367198e-25 2.906248e-24 5.649722e-23 1.004418e-21 1.633026e-20
[48,] 8.786523e-27 2.007384e-25 4.194082e-24 8.013763e-23 1.400319e-21
[49,] 4.650829e-28 1.141973e-26 2.564333e-25 5.266063e-24 9.889822e-23
[50,] 2.027550e-29 5.350680e-28 1.291337e-26 2.850121e-25 5.752780e-24
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.891900e-04 4.642773e-04 5.295233e-04 5.954133e-04 6.868287e-04
 [2,] 9.825285e-04 1.227318e-03 1.437695e-03 1.607008e-03 1.762994e-03
 [3,] 2.105631e-03 2.778752e-03 3.408886e-03 3.921623e-03 4.298659e-03
 [4,] 3.845710e-03 5.365670e-03 6.942858e-03 8.361816e-03 9.448684e-03
 [5,] 6.074982e-03 8.901573e-03 1.213283e-02 1.537749e-02 1.817622e-02
 [6,] 8.563069e-03 1.294736e-02 1.840130e-02 2.444951e-02 3.032077e-02
 [7,] 1.139010e-02 1.717885e-02 2.487537e-02 3.415792e-02 4.414246e-02
 [8,] 1.539684e-02 2.214951e-02 3.143939e-02 4.335811e-02 5.730277e-02
 [9,] 2.214265e-02 2.962808e-02 3.964673e-02 5.276471e-02 6.901343e-02
[10,] 3.301881e-02 4.179564e-02 5.232303e-02 6.534122e-02 8.151926e-02
[11,] 4.786958e-02 5.940679e-02 7.149192e-02 8.442349e-02 9.900448e-02
[12,] 6.426492e-02 8.021307e-02 9.585810e-02 1.104214e-01 1.239874e-01
[13,] 7.851219e-02 9.936888e-02 1.201375e-01 1.387417e-01 1.538093e-01
[14,] 8.800985e-02 1.121807e-01 1.375689e-01 1.613092e-01 1.805015e-01
[15,] 9.275169e-02 1.170873e-01 1.441001e-01 1.712407e-01 1.949404e-01
[16,] 9.418568e-02 1.159023e-01 1.406047e-01 1.670651e-01 1.924487e-01
[17,] 9.271588e-02 1.110532e-01 1.310185e-01 1.528228e-01 1.753657e-01
[18,] 8.710910e-02 1.031449e-01 1.186080e-01 1.342822e-01 1.506620e-01
[19,] 7.655192e-02 9.160759e-02 1.044314e-01 1.152885e-01 1.252042e-01
[20,] 6.238369e-02 7.685210e-02 8.871484e-02 9.721015e-02 1.028162e-01
[21,] 4.726737e-02 6.069090e-02 7.221290e-02 8.024886e-02 8.429691e-02
[22,] 3.332840e-02 4.497934e-02 5.589052e-02 6.419393e-02 6.860390e-02
[23,] 2.159253e-02 3.083475e-02 4.040395e-02 4.866272e-02 5.403350e-02
[24,] 1.253345e-02 1.904211e-02 2.650131e-02 3.380830e-02 3.958307e-02
[25,] 6.340798e-03 1.029054e-02 1.528552e-02 2.078660e-02 2.589098e-02
[26,] 2.735005e-03 4.753755e-03 7.559404e-03 1.099904e-02 1.464584e-02
[27,] 9.911576e-04 1.847919e-03 3.151437e-03 4.916294e-03 7.016185e-03
[28,] 2.991379e-04 5.987662e-04 1.096188e-03 1.835534e-03 2.811276e-03
[29,] 7.481180e-05 1.608473e-04 3.162837e-04 5.688050e-04 9.355812e-04
[30,] 1.546096e-05 3.571527e-05 7.545348e-05 1.457859e-04 2.576142e-04
[31,] 2.636419e-06 6.544392e-06 1.485685e-05 3.084545e-05 5.856974e-05
[32,] 3.706367e-07 9.887267e-07 2.412165e-06 5.382087e-06 1.098330e-05
[33,] 4.293853e-08 1.231040e-07 3.227827e-07 7.740868e-07 1.698183e-06
[34,] 4.098495e-09 1.262937e-08 3.559543e-08 9.178092e-08 2.166146e-07
[35,] 3.224255e-10 1.068361e-09 3.239550e-09 8.996590e-09 2.292561e-08
[36,] 2.103916e-11 7.535529e-11 2.481016e-10 7.542751e-10 2.135957e-09
[37,] 1.241883e-12 5.114580e-12 2.012352e-11 7.696536e-11 2.907016e-10
[38,] 1.307888e-13 7.837352e-13 4.550326e-12 2.521859e-11 1.316720e-10
[39,] 4.495480e-14 3.377518e-13 2.337136e-12 1.485362e-11 8.656771e-11
[40,] 1.884036e-14 1.544839e-13 1.159048e-12 7.955285e-12 4.994676e-11
[41,] 6.735460e-15 5.941970e-14 4.794091e-13 3.537418e-12 2.387112e-11
[42,] 1.988203e-15 1.885230e-14 1.634800e-13 1.296456e-12 9.402592e-12
[43,] 4.834605e-16 4.926948e-15 4.591876e-14 3.913759e-13 3.050656e-12
[44,] 9.682676e-17 1.060533e-15 1.062303e-14 9.731144e-14 8.152192e-13
[45,] 1.597196e-17 1.880178e-16 2.024115e-15 1.992795e-14 1.794258e-13
[46,] 2.169945e-18 2.745374e-17 3.176506e-16 3.361159e-15 3.252547e-14
[47,] 2.428102e-19 3.301656e-18 4.105745e-17 4.669210e-16 4.856126e-15
[48,] 2.237757e-20 3.270316e-19 4.370811e-18 5.342265e-17 5.971508e-16
[49,] 1.698582e-21 2.667936e-20 3.832302e-19 5.034254e-18 6.047917e-17
[50,] 1.061910e-22 1.792622e-21 2.767484e-20 3.907262e-19 5.044932e-18
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.400742e-04 1.095480e-03 1.487782e-03 2.036079e-03 2.733558e-03
 [2,] 1.969832e-03 2.315304e-03 2.887141e-03 3.747208e-03 4.910593e-03
 [3,] 4.606927e-03 4.994755e-03 5.651198e-03 6.743930e-03 8.361421e-03
 [4,] 1.016460e-02 1.065747e-02 1.123509e-02 1.226115e-02 1.401815e-02
 [5,] 2.018066e-02 2.132862e-02 2.191835e-02 2.252277e-02 2.376737e-02
 [6,] 3.516738e-02 3.839049e-02 3.992265e-02 4.030613e-02 4.049331e-02
 [7,] 5.351536e-02 6.092087e-02 6.547223e-02 6.714147e-02 6.680088e-02
 [8,] 7.188016e-02 8.515800e-02 9.524884e-02 1.010033e-01 1.024708e-01
 [9,] 8.752511e-02 1.064539e-01 1.233433e-01 1.358724e-01 1.426740e-01
[10,] 1.009586e-01 1.227496e-01 1.448718e-01 1.646014e-01 1.793217e-01
[11,] 1.162001e-01 1.365318e-01 1.594914e-01 1.833090e-01 2.052627e-01
[12,] 1.376215e-01 1.529811e-01 1.715225e-01 1.936442e-01 2.181714e-01
[13,] 1.654046e-01 1.752346e-01 1.861271e-01 2.009189e-01 2.211936e-01
[14,] 1.934178e-01 2.004697e-01 2.044030e-01 2.095049e-01 2.200638e-01
[15,] 2.118253e-01 2.202319e-01 2.212854e-01 2.189257e-01 2.187383e-01
[16,] 2.129368e-01 2.251959e-01 2.280509e-01 2.234864e-01 2.163726e-01
[17,] 1.959526e-01 2.110438e-01 2.178352e-01 2.158811e-01 2.078436e-01
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 [4,] 0.023050504 0.027775814 0.031274560 0.032475356 0.030940237 0.026992343
 [5,] 0.021693253 0.026447761 0.031179786 0.034416703 0.035077048 0.032822360
 [6,] 0.019989084 0.022746252 0.026783511 0.030697915 0.033100140 0.033046928
 [7,] 0.021040237 0.020457664 0.021873664 0.024387356 0.026812689 0.028015394
 [8,] 0.026763823 0.022909820 0.020850867 0.020350971 0.020807701 0.021385751
 [9,] 0.037324105 0.031454538 0.026446581 0.022550805 0.019822460 0.018024424
[10,] 0.052034096 0.045598251 0.038993807 0.032516105 0.026612880 0.021624180
[11,] 0.070822777 0.064332220 0.057248427 0.049483435 0.041402075 0.033573892
[12,] 0.094733889 0.087387738 0.079833706 0.071556201 0.062496475 0.052979770
[13,] 0.124214341 0.114771720 0.105797226 0.096749729 0.087264076 0.077211119
[14,] 0.156303392 0.144427839 0.133290518 0.122749262 0.112598050 0.102518621
[15,] 0.184247696 0.170878698 0.157979697 0.145812079 0.134660709 0.124498477
[16,] 0.201218651 0.187738709 0.174318881 0.161283568 0.149322545 0.138951675
[17,] 0.204869848 0.192370564 0.179629043 0.166766422 0.154563084 0.143966823
[18,] 0.198215874 0.187749836 0.176665759 0.164881658 0.153031217 0.142206935
[19,] 0.186593408 0.179708200 0.171580811 0.162009779 0.151374006 0.140619360
[20,] 0.174338303 0.172813374 0.169439409 0.163849890 0.156068884 0.146627615
[21,] 0.163861032 0.168686605 0.171587943 0.171923406 0.169251524 0.163461563
[22,] 0.156416525 0.167037808 0.176336073 0.183479202 0.187619414 0.187954566
[23,] 0.152554389 0.167137065 0.181157396 0.193928776 0.204580078 0.211942768
[24,] 0.151925788 0.168269090 0.184282810 0.199674896 0.214045837 0.226518669
[25,] 0.153658243 0.169816946 0.185214299 0.199800355 0.213779290 0.227097124
[26,] 0.157377857 0.171802060 0.184776109 0.196143985 0.206342308 0.216071385
[27,] 0.163306434 0.175146495 0.184860147 0.192129330 0.197194927 0.200951308
[28,] 0.170924492 0.180698702 0.187456477 0.191051095 0.191536403 0.189557720
[29,] 0.177997531 0.187864016 0.193302938 0.194616359 0.192058617 0.186117979
[30,] 0.181481803 0.194465063 0.201284845 0.202444318 0.198636351 0.190618915
[31,] 0.179297841 0.197818739 0.208871127 0.212418050 0.209257264 0.200596880
[32,] 0.171020249 0.195662157 0.212751048 0.221015552 0.220590189 0.212703410
[33,] 0.157228426 0.186419234 0.209390395 0.223551146 0.227776835 0.222536932
[34,] 0.138748681 0.169448011 0.196106940 0.215412643 0.225059238 0.224288193
[35,] 0.116538262 0.145490270 0.172512213 0.194402836 0.208352194 0.212601875
[36,] 0.091957496 0.116777870 0.141092199 0.162355513 0.178008619 0.185982525
[37,] 0.067025178 0.086574561 0.106324478 0.124467041 0.139077950 0.148389777
[38,] 0.044392945 0.058515326 0.073132742 0.087001723 0.098809715 0.107311158
[39,] 0.026778425 0.035930257 0.045673239 0.055186741 0.063605154 0.070122753
[40,] 0.016002384 0.021099886 0.026659186 0.032250358 0.037375664 0.041553664
[41,] 0.012265894 0.014657807 0.017053438 0.019378119 0.021514131 0.023305158
[42,] 0.014020405 0.015387410 0.016008915 0.015998671 0.015582950 0.014991892
[43,] 0.018307698 0.020348295 0.020886794 0.019908756 0.017771931 0.015048423
[44,] 0.021644522 0.025489837 0.027509902 0.027242635 0.024804634 0.020836909
[45,] 0.021529303 0.027167407 0.031365064 0.033138353 0.032053673 0.028404154
[46,] 0.017717348 0.024013487 0.029767566 0.033750820 0.035003583 0.033211163
[47,] 0.012020086 0.017507288 0.023320148 0.028408561 0.031650419 0.032250238
[48,] 0.006717863 0.010515803 0.015053884 0.019708359 0.023596602 0.025837340
[49,] 0.003092437 0.005202615 0.008004532 0.011262738 0.014492591 0.017054640
[50,] 0.001172471 0.002119993 0.003505581 0.005301257 0.007331470 0.009272497
            [,37]       [,38]        [,39]        [,40]        [,41]
 [1,] 0.003028497 0.001781453 0.0009583322 0.0004714671 0.0002121193
 [2,] 0.007071496 0.004470605 0.0025847481 0.0013666734 0.0006608535
 [3,] 0.013600099 0.009240488 0.0057418605 0.0032629341 0.0016957405
 [4,] 0.021546265 0.015732120 0.0105059175 0.0064163863 0.0035838341
 [5,] 0.028133038 0.022067788 0.0158353446 0.0103932242 0.0062387169
 [6,] 0.030338682 0.025534148 0.0196757913 0.0138730368 0.0089478851
 [7,] 0.027274061 0.024501931 0.0202184585 0.0152910709 0.0105878349
 [8,] 0.021277260 0.019978236 0.0174450098 0.0140550163 0.0104051108
 [9,] 0.016688738 0.015304307 0.0135245733 0.0112836308 0.0087717089
[10,] 0.017627300 0.014449114 0.0118025481 0.0094446279 0.0072673477
[11,] 0.026498652 0.020445637 0.0154488167 0.0114022192 0.0081659299
[12,] 0.043512567 0.034578752 0.0265297083 0.0195747730 0.0138157563
[13,] 0.066681011 0.055918977 0.0452675666 0.0351337131 0.0259518036
[14,] 0.092132546 0.081118004 0.0693526685 0.0570306066 0.0446854695
[15,] 0.114859209 0.104953848 0.0939749687 0.0814633172 0.0675703847
[16,] 0.130091941 0.121948491 0.1132482822 0.1027470362 0.0897850401
[17,] 0.135506332 0.128868260 0.1228443413 0.1157164011 0.1059435400
[18,] 0.133447123 0.127162292 0.1227541635 0.1186545140 0.1128481992
[19,] 0.130982694 0.123504607 0.1184881403 0.1151631684 0.1118019543
[20,] 0.136538815 0.127064295 0.1192703606 0.1135098005 0.1091052947
[21,] 0.154912672 0.144488447 0.1334443574 0.1230045281 0.1138423130
[22,] 0.183924051 0.175480676 0.1632847203 0.1486473219 0.1331554646
[23,] 0.214663426 0.211559228 0.2020864426 0.1867005290 0.1668911841
[24,] 0.235579803 0.239298924 0.2358840054 0.2243596379 0.2050804852
[25,] 0.238923645 0.247490893 0.2504389427 0.2455562305 0.2316248912
[26,] 0.225619698 0.234269075 0.2401697580 0.2408004876 0.2338329089
[27,] 0.204506013 0.208427764 0.2121541000 0.2139373794 0.2113890569
[28,] 0.186368735 0.183332248 0.1811765171 0.1794826600 0.1767314090
[29,] 0.177810937 0.168613284 0.1599492676 0.1525381490 0.1460324086
[30,] 0.179367116 0.166213819 0.1526919961 0.1400716343 0.1288806672
[31,] 0.187813625 0.172400706 0.1559147700 0.1397591825 0.1248497004
[32,] 0.199207193 0.182159472 0.1635229806 0.1449304334 0.1274783936
[33,] 0.209601207 0.191488392 0.1708523035 0.1499557849 0.1303258480
[34,] 0.214016606 0.196528754 0.1748405561 0.1519369424 0.1301165075
[35,] 0.206897694 0.192575675 0.1722269657 0.1490212156 0.1258994009
[36,] 0.185194488 0.175878865 0.1596114733 0.1389646142 0.1168621521
[37,] 0.151124995 0.146823602 0.1360509587 0.1203678001 0.1020093307
[38,] 0.111479864 0.110695157 0.1049309656 0.0948650975 0.0818183432
[39,] 0.074063569 0.074946420 0.0725729270 0.0671233441 0.0592017327
[40,] 0.044377494 0.045543928 0.0448777273 0.0423717582 0.0382320333
[41,] 0.024579471 0.025176480 0.0249698071 0.0238918968 0.0219636582
[42,] 0.014374750 0.013770079 0.0131264636 0.0123501793 0.0113566917
[43,] 0.012305844 0.009936458 0.0080960535 0.0067447495 0.0057385755
[44,] 0.016244354 0.011871271 0.0082685442 0.0056292267 0.0038674311
[45,] 0.023086294 0.017246772 0.0118882530 0.0076156795 0.0045947077
[46,] 0.028833284 0.022914401 0.0166812112 0.0111382076 0.0068386015
[47,] 0.030055749 0.025620862 0.0199794967 0.0142559537 0.0093113226
[48,] 0.025873127 0.023695102 0.0198466157 0.0152037053 0.0106531590
[49,] 0.018354148 0.018064342 0.0162595381 0.0133842921 0.0100760255
[50,] 0.010724967 0.011344597 0.0109742876 0.0097086390 0.0078548185
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 8.727748e-05 3.284107e-05 1.130123e-05 3.556539e-06 1.023582e-06
 [2,] 2.922396e-04 1.181860e-04 4.371059e-05 1.478429e-05 4.573065e-06
 [3,] 8.059436e-04 3.503026e-04 1.392437e-04 5.061757e-05 1.682752e-05
 [4,] 1.830636e-03 8.551673e-04 3.653376e-04 1.427353e-04 5.099901e-05
 [5,] 3.424899e-03 1.719494e-03 7.894975e-04 3.315098e-04 1.273024e-04
 [6,] 5.278640e-03 2.848055e-03 1.405354e-03 6.342008e-04 2.617383e-04
 [7,] 6.708521e-03 3.888487e-03 2.061620e-03 9.997201e-04 4.433756e-04
 [8,] 7.062925e-03 4.390908e-03 2.498579e-03 1.300936e-03 6.196701e-04
 [9,] 6.304567e-03 4.170941e-03 2.533532e-03 1.410921e-03 7.197675e-04
[10,] 5.293433e-03 3.608476e-03 2.284650e-03 1.336831e-03 7.206220e-04
[11,] 5.624379e-03 3.691477e-03 2.289949e-03 1.333641e-03 7.253434e-04
[12,] 9.271826e-03 5.883077e-03 3.512738e-03 1.966796e-03 1.030128e-03
[13,] 1.811202e-02 1.186591e-02 7.258626e-03 4.129272e-03 2.178421e-03
[14,] 3.307548e-02 2.295801e-02 1.485467e-02 8.918412e-03 4.951239e-03
[15,] 5.307932e-02 3.915628e-02 2.694685e-02 1.721296e-02 1.016740e-02
[16,] 7.462650e-02 5.840779e-02 4.271877e-02 2.903260e-02 1.825934e-02
[17,] 9.284190e-02 7.691977e-02 5.969732e-02 4.311499e-02 2.884277e-02
[18,] 1.036907e-01 9.063427e-02 7.448931e-02 5.709340e-02 4.058252e-02
[19,] 1.063361e-01 9.723087e-02 8.418093e-02 6.825849e-02 5.145363e-02
[20,] 1.044916e-01 9.784775e-02 8.793909e-02 7.472182e-02 5.938234e-02
[21,] 1.057330e-01 9.764192e-02 8.827227e-02 7.679245e-02 6.332749e-02
[22,] 1.181121e-01 1.040898e-01 9.087298e-02 7.783536e-02 6.451163e-02
[23,] 1.448066e-01 1.226020e-01 1.018281e-01 8.316677e-02 6.660637e-02
[24,] 1.798257e-01 1.513794e-01 1.227470e-01 9.635644e-02 7.359590e-02
[25,] 2.090283e-01 1.798460e-01 1.473540e-01 1.151160e-01 8.605131e-02
[26,] 2.180509e-01 1.939549e-01 1.637928e-01 1.309795e-01 9.913388e-02
[27,] 2.023798e-01 1.859137e-01 1.626250e-01 1.347017e-01 1.052674e-01
[28,] 1.708957e-01 1.602850e-01 1.442639e-01 1.235654e-01 1.000996e-01
[29,] 1.391867e-01 1.304589e-01 1.187206e-01 1.037479e-01 8.632102e-02
[30,] 1.187504e-01 1.087039e-01 9.771591e-02 8.523048e-02 7.140132e-02
[31,] 1.113855e-01 9.892143e-02 8.673556e-02 7.428411e-02 6.149786e-02
[32,] 1.116027e-01 9.713370e-02 8.355998e-02 7.040009e-02 5.749913e-02
[33,] 1.126396e-01 9.684626e-02 8.247087e-02 6.898644e-02 5.611370e-02
[34,] 1.106385e-01 9.374960e-02 7.901729e-02 6.578504e-02 5.355502e-02
[35,] 1.049179e-01 8.697341e-02 7.196348e-02 5.923674e-02 4.808180e-02
[36,] 9.584507e-02 7.752449e-02 6.242430e-02 5.022254e-02 4.021025e-02
[37,] 8.334171e-02 6.628493e-02 5.192996e-02 4.049040e-02 3.155794e-02
[38,] 6.749002e-02 5.355552e-02 4.127507e-02 3.127163e-02 2.355352e-02
[39,] 4.976950e-02 3.995392e-02 3.078758e-02 2.298097e-02 1.681997e-02
[40,] 3.288962e-02 2.694535e-02 2.104796e-02 1.574695e-02 1.138031e-02
[41,] 1.931872e-02 1.620227e-02 1.293167e-02 9.826781e-03 7.136680e-03
[42,] 1.011078e-02 8.646154e-03 7.060102e-03 5.485892e-03 4.053974e-03
[43,] 4.918811e-03 4.169283e-03 3.436361e-03 2.720696e-03 2.054230e-03
[44,] 2.758101e-03 2.060542e-03 1.588727e-03 1.229984e-03 9.321471e-04
[45,] 2.672354e-03 1.552782e-03 9.391674e-04 6.063807e-04 4.143574e-04
[46,] 3.880265e-03 2.055162e-03 1.035938e-03 5.141183e-04 2.634461e-04
[47,] 5.571706e-03 3.059536e-03 1.547159e-03 7.258237e-04 3.207588e-04
[48,] 6.828599e-03 4.005197e-03 2.150755e-03 1.058595e-03 4.787596e-04
[49,] 6.937445e-03 4.368626e-03 2.516298e-03 1.325948e-03 6.394366e-04
[50,] 5.811811e-03 3.932668e-03 2.433716e-03 1.377434e-03 7.130404e-04
             [,47]        [,48]        [,49]        [,50]
 [1,] 2.694081e-07 6.484722e-08 1.427466e-08 2.873648e-09
 [2,] 1.293622e-06 3.346573e-07 7.917479e-08 1.713037e-08
 [3,] 5.116021e-06 1.422450e-06 3.616893e-07 8.410609e-08
 [4,] 1.666424e-05 4.979689e-06 1.360858e-06 3.401076e-07
 [5,] 4.470651e-05 1.435814e-05 4.217157e-06 1.132752e-06
 [6,] 9.878820e-05 3.409875e-05 1.076384e-05 3.107354e-06
 [7,] 1.798368e-04 6.671013e-05 2.263125e-05 7.021429e-06
 [8,] 2.699964e-04 1.076014e-04 3.922121e-05 1.307537e-05
 [9,] 3.361770e-04 1.437096e-04 5.621481e-05 2.011858e-05
[10,] 3.571122e-04 1.624636e-04 6.778579e-05 2.592087e-05
[11,] 3.668984e-04 1.720400e-04 7.458675e-05 2.983494e-05
[12,] 5.038985e-04 2.299475e-04 9.780087e-05 3.873134e-05
[13,] 1.063930e-03 4.806504e-04 2.008363e-04 7.764943e-05
[14,] 2.535541e-03 1.195707e-03 5.186955e-04 2.068638e-04
[15,] 5.538232e-03 2.776305e-03 1.279008e-03 5.409432e-04
[16,] 1.059545e-02 5.660392e-03 2.779600e-03 1.253224e-03
[17,] 1.781379e-02 1.013388e-02 5.301152e-03 2.546924e-03
[18,] 2.665055e-02 1.612732e-02 8.976933e-03 4.590441e-03
[19,] 3.588154e-02 2.307440e-02 1.365439e-02 7.424661e-03
[20,] 4.381855e-02 2.988107e-02 1.877365e-02 1.084576e-02
[21,] 4.894258e-02 3.516758e-02 2.336994e-02 1.431319e-02
[22,] 5.100441e-02 3.799852e-02 2.642850e-02 1.704796e-02
[23,] 5.187860e-02 3.884623e-02 2.762877e-02 1.846940e-02
[24,] 5.483176e-02 3.977390e-02 2.790632e-02 1.875626e-02
[25,] 6.186319e-02 4.299048e-02 2.896638e-02 1.890832e-02
[26,] 7.113761e-02 4.858073e-02 3.173644e-02 1.993781e-02
[27,] 7.747926e-02 5.371589e-02 3.515069e-02 2.179487e-02
[28,] 7.636560e-02 5.471855e-02 3.678388e-02 2.320986e-02
[29,] 6.794751e-02 5.036605e-02 3.504261e-02 2.283833e-02
[30,] 5.700138e-02 4.311088e-02 3.075343e-02 2.062196e-02
[31,] 4.879723e-02 3.687910e-02 2.642872e-02 1.789951e-02
[32,] 4.511124e-02 3.375925e-02 2.398398e-02 1.612893e-02
[33,] 4.394193e-02 3.284940e-02 2.329570e-02 1.560721e-02
[34,] 4.217552e-02 3.181799e-02 2.281323e-02 1.545272e-02
[35,] 3.804807e-02 2.902680e-02 2.114785e-02 1.460468e-02
[36,] 3.171903e-02 2.435017e-02 1.798468e-02 1.266209e-02
[37,] 2.448841e-02 1.872021e-02 1.391620e-02 9.941631e-03
[38,] 1.773200e-02 1.329856e-02 9.830344e-03 7.066363e-03
[39,] 1.221652e-02 8.864470e-03 6.411793e-03 4.575750e-03
[40,] 8.040927e-03 5.625107e-03 3.927878e-03 2.735792e-03
[41,] 4.992681e-03 3.404146e-03 2.291926e-03 1.538367e-03
[42,] 2.857531e-03 1.934935e-03 1.272866e-03 8.244055e-04
[43,] 1.475020e-03 1.008778e-03 6.611156e-04 4.195818e-04
[44,] 6.798511e-04 4.731200e-04 3.136399e-04 1.988854e-04
[45,] 2.898489e-04 2.005365e-04 1.341605e-04 8.592046e-05
[46,] 1.453198e-04 8.676365e-05 5.424321e-05 3.403991e-05
[47,] 1.375237e-04 6.000916e-05 2.812495e-05 1.450395e-05
[48,] 2.000369e-04 7.813109e-05 2.923044e-05 1.094802e-05
[49,] 2.824380e-04 1.144659e-04 4.273653e-05 1.483220e-05
[50,] 3.376377e-04 1.462824e-04 5.802118e-05 2.109586e-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  
     306.73        15.14  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7kxiw1226253176.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] 10.71459 10.94665 11.17871 11.41077 11.64282 11.87488 12.10694 12.33900
 [9] 12.57105 12.80311 13.03517 13.26723 13.49928 13.73134 13.96340 14.19545
[17] 14.42751 14.65957 14.89163 15.12368 15.35574 15.58780 15.81986 16.05191
[25] 16.28397 16.51603 16.74809 16.98014 17.21220 17.44426 17.67632 17.90837
[33] 18.14043 18.37249 18.60455 18.83660 19.06866 19.30072 19.53277 19.76483
[41] 19.99689 20.22895 20.46100 20.69306 20.92512 21.15718 21.38923 21.62129
[49] 21.85335 22.08541

$yords
 [1] 398.9147 404.2651 409.6156 414.9660 420.3164 425.6668 431.0172 436.3677
 [9] 441.7181 447.0685 452.4189 457.7693 463.1198 468.4702 473.8206 479.1710
[17] 484.5214 489.8719 495.2223 500.5727 505.9231 511.2735 516.6240 521.9744
[25] 527.3248 532.6752 538.0256 543.3760 548.7265 554.0769 559.4273 564.7777
[33] 570.1281 575.4786 580.8290 586.1794 591.5298 596.8802 602.2307 607.5811
[41] 612.9315 618.2819 623.6323 628.9828 634.3332 639.6836 645.0340 650.3844
[49] 655.7349 661.0853

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.984729e-05 3.355528e-05 5.227708e-05 7.525949e-05 1.006991e-04
 [2,] 3.935044e-05 7.055264e-05 1.164553e-04 1.771553e-04 2.490346e-04
 [3,] 6.633022e-05 1.258999e-04 2.202037e-04 3.547520e-04 5.268583e-04
 [4,] 9.625078e-05 1.919006e-04 3.543971e-04 6.040969e-04 9.493253e-04
 [5,] 1.251194e-04 2.553251e-04 4.912631e-04 8.801672e-04 1.459635e-03
 [6,] 1.619207e-04 3.160004e-04 6.085204e-04 1.120885e-03 1.938620e-03
 [7,] 2.465439e-04 4.179811e-04 7.404859e-04 1.324273e-03 2.307639e-03
 [8,] 4.636240e-04 6.784886e-04 1.032837e-03 1.646055e-03 2.691395e-03
 [9,] 9.344207e-04 1.289121e-03 1.761905e-03 2.452331e-03 3.532444e-03
[10,] 1.767054e-03 2.458099e-03 3.275264e-03 4.265289e-03 5.553266e-03
[11,] 2.972842e-03 4.284854e-03 5.827415e-03 7.565323e-03 9.524156e-03
[12,] 4.418049e-03 6.637574e-03 9.365363e-03 1.248318e-02 1.586914e-02
[13,] 5.908796e-03 9.186478e-03 1.345303e-02 1.857193e-02 2.427590e-02
[14,] 7.406312e-03 1.167638e-02 1.753308e-02 2.495963e-02 3.365253e-02
[15,] 9.177865e-03 1.425270e-02 2.143160e-02 3.095802e-02 4.269653e-02
[16,] 1.162910e-02 1.744171e-02 2.560929e-02 3.665477e-02 5.078108e-02
[17,] 1.481484e-02 2.158604e-02 3.068589e-02 4.274570e-02 5.827720e-02
[18,] 1.803184e-02 2.612191e-02 3.644260e-02 4.945240e-02 6.570098e-02
[19,] 2.000410e-02 2.947789e-02 4.126800e-02 5.546446e-02 7.230636e-02
[20,] 1.969143e-02 2.996901e-02 4.289078e-02 5.821748e-02 7.570517e-02
[21,] 1.706630e-02 2.704466e-02 4.002593e-02 5.567386e-02 7.338223e-02
[22,] 1.312721e-02 2.172941e-02 3.344139e-02 4.806448e-02 6.491863e-02
[23,] 9.159847e-03 1.583960e-02 2.538725e-02 3.783159e-02 5.265188e-02
[24,] 5.976886e-03 1.078755e-02 1.800320e-02 2.783974e-02 4.001436e-02
[25,] 3.734452e-03 7.039460e-03 1.224443e-02 1.967873e-02 2.928021e-02
[26,] 2.233021e-03 4.410888e-03 8.026138e-03 1.346355e-02 2.084363e-02
[27,] 1.245605e-03 2.590448e-03 4.956766e-03 8.730034e-03 1.416032e-02
[28,] 6.266481e-04 1.377624e-03 2.784601e-03 5.176031e-03 8.850035e-03
[29,] 2.766123e-04 6.445121e-04 1.380252e-03 2.716989e-03 4.916632e-03
[30,] 1.052634e-04 2.603310e-04 5.916522e-04 1.235704e-03 2.371862e-03
[31,] 3.419306e-05 8.982624e-05 2.168330e-04 4.809626e-04 9.803230e-04
[32,] 9.431586e-06 2.632869e-05 6.753277e-05 1.591637e-04 3.446838e-04
[33,] 2.203227e-06 6.536757e-06 1.781964e-05 4.463450e-05 1.027256e-04
[34,] 4.352902e-07 1.372711e-06 3.977491e-06 1.058938e-05 2.590381e-05
[35,] 7.268642e-08 2.436515e-07 7.504354e-07 2.123670e-06 5.521919e-06
[36,] 1.025500e-08 3.654067e-08 1.196312e-07 3.598666e-07 9.946418e-07
[37,] 1.222235e-09 4.629397e-09 1.611095e-08 5.151654e-08 1.513561e-07
[38,] 1.230477e-10 4.954211e-10 1.832747e-09 6.229584e-09 1.945556e-08
[39,] 1.046343e-11 4.478243e-11 1.761036e-10 6.362937e-10 2.112400e-09
[40,] 7.515327e-13 3.419122e-12 1.429252e-11 5.489509e-11 1.937277e-10
[41,] 4.559237e-14 2.204922e-13 9.797703e-13 4.000294e-12 1.500754e-11
[42,] 2.336166e-15 1.201003e-14 5.673149e-14 2.462448e-13 9.822655e-13
[43,] 1.011099e-16 5.525800e-16 2.775118e-15 1.281000e-14 5.438097e-14
[44,] 3.696693e-18 2.148236e-17 1.147759e-16 5.643687e-16 2.560729e-15
[45,] 1.142412e-19 7.067740e-19 4.029835e-18 2.127817e-17 1.053039e-16
[46,] 2.993095e-21 1.983115e-20 1.225055e-19 7.208055e-19 4.227102e-18
[47,] 6.747179e-23 4.924298e-22 3.518562e-21 2.627651e-20 2.204991e-19
[48,] 1.400305e-24 1.254078e-23 1.237090e-22 1.398383e-21 1.739295e-20
[49,] 3.351960e-26 4.459051e-25 6.656517e-24 1.036952e-22 1.580009e-21
[50,] 1.217686e-27 2.315509e-26 4.379587e-25 7.882314e-24 1.322165e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.266794e-04 1.530717e-04 1.839414e-04 2.295332e-04 3.068389e-04
 [2,] 3.253331e-04 3.994271e-04 4.705758e-04 5.502627e-04 6.661872e-04
 [3,] 7.231567e-04 9.224192e-04 1.105463e-03 1.270248e-03 1.446170e-03
 [4,] 1.376012e-03 1.843916e-03 2.296618e-03 2.687321e-03 3.013140e-03
 [5,] 2.235142e-03 3.160017e-03 4.133094e-03 5.026834e-03 5.745085e-03
 [6,] 3.118114e-03 4.643751e-03 6.396381e-03 8.161176e-03 9.692647e-03
 [7,] 3.821921e-03 5.930529e-03 8.560277e-03 1.146338e-02 1.425269e-02
 [8,] 4.370612e-03 6.850455e-03 1.016830e-02 1.414212e-02 1.834247e-02
 [9,] 5.237975e-03 7.817000e-03 1.143252e-02 1.604173e-02 2.130603e-02
[10,] 7.354751e-03 9.943016e-03 1.356224e-02 1.830208e-02 2.397762e-02
[11,] 1.183412e-02 1.472569e-02 1.845704e-02 2.318789e-02 2.884835e-02
[12,] 1.948536e-02 2.343003e-02 2.790207e-02 3.307411e-02 3.893271e-02
[13,] 3.028125e-02 3.642303e-02 4.271609e-02 4.927717e-02 5.613608e-02
[14,] 4.309213e-02 5.273079e-02 6.219709e-02 7.137444e-02 8.027938e-02
[15,] 5.606522e-02 7.016345e-02 8.406734e-02 9.713449e-02 1.091197e-01
[16,] 6.762844e-02 8.620698e-02 1.051145e-01 1.229823e-01 1.389170e-01
[17,] 7.733532e-02 9.921731e-02 1.224240e-01 1.450127e-01 1.652354e-01
[18,] 8.556636e-02 1.088417e-01 1.344034e-01 1.602485e-01 1.840281e-01
[19,] 9.213655e-02 1.150941e-01 1.406500e-01 1.672935e-01 1.927000e-01
[20,] 9.528831e-02 1.170418e-01 1.408395e-01 1.658796e-01 1.904485e-01
[21,] 9.256071e-02 1.128646e-01 1.341501e-01 1.561118e-01 1.778432e-01
[22,] 8.307293e-02 1.017000e-01 1.203183e-01 1.387175e-01 1.565876e-01
[23,] 6.886814e-02 8.535941e-02 1.012533e-01 1.161367e-01 1.299287e-01
[24,] 5.369912e-02 6.771630e-02 8.092692e-02 9.261340e-02 1.026200e-01
[25,] 4.045414e-02 5.213006e-02 6.305719e-02 7.223214e-02 7.923592e-02
[26,] 2.983303e-02 3.958095e-02 4.887775e-02 5.652423e-02 6.175902e-02
[27,] 2.117139e-02 2.921730e-02 3.729838e-02 4.419792e-02 4.888122e-02
[28,] 1.392452e-02 2.017325e-02 2.693837e-02 3.321134e-02 3.790624e-02
[29,] 8.180355e-03 1.251751e-02 1.762355e-02 2.284605e-02 2.730233e-02
[30,] 4.184302e-03 6.785207e-03 1.011550e-02 1.386837e-02 1.749437e-02
[31,] 1.836166e-03 3.160525e-03 4.999684e-03 7.269668e-03 9.717764e-03
[32,] 6.858835e-04 1.254125e-03 2.107194e-03 3.253595e-03 4.616949e-03
[33,] 2.172330e-04 4.220994e-04 7.536176e-04 1.236356e-03 1.863839e-03
[34,] 5.822227e-05 1.202399e-04 2.281627e-04 3.978147e-04 6.373316e-04
[35,] 1.319237e-05 2.895920e-05 5.840930e-05 1.082461e-04 1.843246e-04
[36,] 2.525926e-06 5.893920e-06 1.263626e-05 2.489246e-05 4.505692e-05
[37,] 4.085846e-07 1.013430e-06 2.309609e-06 4.836428e-06 9.306281e-06
[38,] 5.582874e-08 1.471989e-07 3.566089e-07 7.938596e-07 1.624141e-06
[39,] 6.443587e-09 1.806013e-08 4.651365e-08 1.100966e-07 2.396004e-07
[40,] 6.281948e-10 1.871846e-09 5.126221e-09 1.290890e-08 2.993136e-08
[41,] 5.173867e-11 1.639501e-10 4.778301e-10 1.283032e-09 3.188343e-09
[42,] 3.602147e-12 1.215533e-11 3.783605e-11 1.093320e-10 2.980380e-10
[43,] 2.126322e-13 7.687733e-13 2.595927e-12 8.386330e-12 2.726728e-11
[44,] 1.079412e-14 4.298012e-14 1.678201e-13 6.872450e-13 3.176857e-12
[45,] 5.023732e-16 2.442922e-15 1.307318e-14 8.030658e-14 5.446108e-13
[46,] 2.657344e-17 1.904577e-16 1.537798e-15 1.301980e-14 1.081525e-13
[47,] 2.111076e-18 2.172793e-17 2.234310e-16 2.191282e-15 2.004999e-14
[48,] 2.206596e-19 2.700327e-18 3.098428e-17 3.293016e-16 3.225894e-15
[49,] 2.271952e-20 3.034055e-19 3.738549e-18 4.239553e-17 4.420258e-16
[50,] 2.049179e-21 2.924455e-20 3.838020e-19 4.629558e-18 5.131693e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.381554e-04 6.476345e-04 9.561371e-04 1.374582e-03 1.895980e-03
 [2,] 8.613259e-04 1.187250e-03 1.692983e-03 2.411662e-03 3.346743e-03
 [3,] 1.699848e-03 2.127130e-03 2.831773e-03 3.896834e-03 5.356706e-03
 [4,] 3.342244e-03 3.817148e-03 4.626296e-03 5.950609e-03 7.903383e-03
 [5,] 6.289982e-03 6.804064e-03 7.558052e-03 8.877980e-03 1.103542e-02
 [6,] 1.082543e-02 1.158518e-02 1.223849e-02 1.324009e-02 1.508419e-02
 [7,] 1.652709e-02 1.805222e-02 1.891392e-02 1.955333e-02 2.064073e-02
 [8,] 2.217809e-02 2.509787e-02 2.683843e-02 2.759442e-02 2.800297e-02
 [9,] 2.660068e-02 3.116785e-02 3.438602e-02 3.604591e-02 3.648686e-02
[10,] 3.007897e-02 3.584786e-02 4.049223e-02 4.347337e-02 4.473590e-02
[11,] 3.506664e-02 4.120590e-02 4.652115e-02 5.039281e-02 5.254448e-02
[12,] 4.517856e-02 5.125540e-02 5.650819e-02 6.040079e-02 6.269222e-02
[13,] 6.305709e-02 6.950681e-02 7.481715e-02 7.845958e-02 8.026747e-02
[14,] 8.881245e-02 9.657100e-02 1.028919e-01 1.071295e-01 1.089903e-01
[15,] 1.200173e-01 1.297479e-01 1.379428e-01 1.440105e-01 1.474503e-01
[16,] 1.526723e-01 1.644501e-01 1.744880e-01 1.827417e-01 1.888747e-01
[17,] 1.821370e-01 1.957673e-01 2.068891e-01 2.163836e-01 2.247290e-01
[18,] 2.038910e-01 2.191988e-01 2.306939e-01 2.400075e-01 2.487877e-01
[19,] 2.144617e-01 2.310819e-01 2.426848e-01 2.509903e-01 2.585125e-01
[20,] 2.122517e-01 2.292976e-01 2.409078e-01 2.482402e-01 2.539301e-01
[21,] 1.977228e-01 2.138911e-01 2.251773e-01 2.319479e-01 2.362873e-01
[22,] 1.731484e-01 1.871644e-01 1.974986e-01 2.039399e-01 2.077486e-01
[23,] 1.425095e-01 1.534293e-01 1.620158e-01 1.679069e-01 1.716682e-01
[24,] 1.111594e-01 1.184446e-01 1.244609e-01 1.291059e-01 1.326206e-01
[25,] 8.428129e-02 8.795238e-02 9.083818e-02 9.334131e-02 9.579641e-02
[26,] 6.452064e-02 6.539783e-02 6.531525e-02 6.517412e-02 6.567796e-02
[27,] 5.088018e-02 5.046341e-02 4.850449e-02 4.614285e-02 4.444921e-02
[28,] 4.023618e-02 4.001892e-02 3.775486e-02 3.444572e-02 3.127161e-02
[29,] 3.014197e-02 3.085572e-02 2.948451e-02 2.662458e-02 2.323903e-02
[30,] 2.032346e-02 2.177914e-02 2.159758e-02 1.994700e-02 1.739256e-02
[31,] 1.194708e-02 1.351795e-02 1.409749e-02 1.359313e-02 1.220790e-02
[32,] 6.022108e-03 7.222387e-03 7.969748e-03 8.104502e-03 7.625593e-03
[33,] 2.582122e-03 3.287864e-03 3.849206e-03 4.147008e-03 4.121637e-03
[34,] 9.382432e-04 1.269318e-03 1.578461e-03 1.805472e-03 1.903175e-03
[35,] 2.884103e-04 4.147029e-04 5.481249e-04 6.664687e-04 7.472245e-04
[36,] 7.494238e-05 1.145628e-04 1.610392e-04 2.084648e-04 2.495754e-04
[37,] 1.645734e-05 2.675861e-05 4.005164e-05 5.537788e-05 7.141981e-05
[38,] 3.055005e-06 5.289452e-06 8.457034e-06 1.259722e-05 1.789295e-05
[39,] 4.799952e-07 8.880498e-07 1.530806e-06 2.515360e-06 4.151334e-06
[40,] 6.413312e-08 1.282159e-07 2.450700e-07 4.726889e-07 1.003611e-06
[41,] 7.419196e-09 1.663663e-08 3.815951e-08 9.752543e-08 2.914048e-07
[42,] 7.954052e-10 2.226857e-09 7.077746e-09 2.598496e-08 1.032951e-07
[43,] 9.644368e-11 3.928641e-10 1.797906e-09 8.553412e-09 3.967331e-08
[44,] 1.679684e-11 9.543321e-11 5.410954e-10 2.924231e-09 1.474403e-08
[45,] 3.776922e-12 2.530087e-11 1.590306e-10 9.263328e-10 4.975583e-09
[46,] 8.490964e-13 6.195432e-12 4.172633e-11 2.587063e-10 1.475098e-09
[47,] 1.695859e-13 1.321111e-12 9.465689e-12 6.234356e-11 3.773753e-10
[48,] 2.907219e-14 2.408550e-13 1.833857e-12 1.283093e-11 8.249375e-11
[49,] 4.235630e-15 3.729636e-14 3.017677e-13 2.243496e-12 1.532586e-11
[50,] 5.226801e-16 4.891604e-15 4.206356e-14 3.323497e-13 2.412806e-12
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 2.487449e-03 3.085917e-03 3.603244e-03 3.945101e-03 4.041789e-03
 [2,] 4.458829e-03 5.655652e-03 6.791757e-03 7.687180e-03 8.170309e-03
 [3,] 7.175164e-03 9.231355e-03 1.131632e-02 1.314822e-02 1.441791e-02
 [4,] 1.048330e-02 1.355131e-02 1.683137e-02 1.993222e-02 2.239540e-02
 [5,] 1.414332e-02 1.809544e-02 2.256367e-02 2.704217e-02 3.092002e-02
 [6,] 1.811704e-02 2.238900e-02 2.760355e-02 3.317047e-02 3.832670e-02
 [7,] 2.282642e-02 2.647455e-02 3.149631e-02 3.734726e-02 4.317168e-02
 [8,] 2.891956e-02 3.107345e-02 3.475809e-02 3.969441e-02 4.511424e-02
 [9,] 3.649682e-02 3.699882e-02 3.866314e-02 4.162607e-02 4.543704e-02
[10,] 4.475113e-02 4.432750e-02 4.426595e-02 4.502397e-02 4.654458e-02
[11,] 5.314025e-02 5.270097e-02 5.186866e-02 5.113127e-02 5.064050e-02
[12,] 6.349059e-02 6.316242e-02 6.214437e-02 6.075099e-02 5.907094e-02
[13,] 8.047457e-02 7.955424e-02 7.796174e-02 7.592864e-02 7.341313e-02
[14,] 1.086916e-01 1.068293e-01 1.040463e-01 1.007199e-01 9.685913e-02
[15,] 1.481679e-01 1.465421e-01 1.431891e-01 1.386109e-01 1.329931e-01
[16,] 1.925072e-01 1.934739e-01 1.918684e-01 1.878765e-01 1.816067e-01
[17,] 2.318196e-01 2.371163e-01 2.399133e-01 2.395288e-01 2.354127e-01
[18,] 2.579167e-01 2.671716e-01 2.753719e-01 2.808247e-01 2.818429e-01
[19,] 2.673832e-01 2.783872e-01 2.906244e-01 3.018574e-01 3.092991e-01
[20,] 2.609545e-01 2.712706e-01 2.848937e-01 2.998126e-01 3.127092e-01
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[13,] 0.024010442 0.027758054 0.029766539 0.0294425774 0.0268027776
[14,] 0.025380719 0.030576777 0.034518099 0.0360847448 0.0347689373
[15,] 0.025352724 0.030826271 0.036135576 0.0397028743 0.0404039335
[16,] 0.026119207 0.030051854 0.035355571 0.0401770364 0.0428538260
[17,] 0.030647643 0.031026586 0.034502319 0.0391684806 0.0430078661
[18,] 0.041577425 0.036660901 0.036407692 0.0391287030 0.0427091309
[19,] 0.060371451 0.049290413 0.043776069 0.0426838655 0.0441429132
[20,] 0.086480332 0.069919108 0.058666806 0.0523994249 0.0498456057
[21,] 0.116745206 0.097114024 0.081272010 0.0697694501 0.0621296364
[22,] 0.146073963 0.126580198 0.108612500 0.0933881094 0.0811503450
[23,] 0.169891414 0.152838379 0.135136446 0.1183807430 0.1033080828
[24,] 0.186987859 0.172583293 0.155960621 0.1389425169 0.1226378270
[25,] 0.200453185 0.187128835 0.170516798 0.1526634371 0.1351419698
[26,] 0.215776746 0.201692218 0.183302358 0.1628302083 0.1424435172
[27,] 0.237170646 0.221754648 0.200731294 0.1762910203 0.1511164623
[28,] 0.263886677 0.248581402 0.226058433 0.1981682695 0.1677678036
[29,] 0.288595495 0.276457429 0.255518104 0.2269732144 0.1933739871
[30,] 0.300047519 0.294135332 0.278547793 0.2535450325 0.2208871128
[31,] 0.289912754 0.291159831 0.283279203 0.2654571977 0.2383094178
[32,] 0.259284499 0.265429943 0.264561796 0.2549680604 0.2360682604
[33,] 0.219108073 0.225780030 0.228398788 0.2248799143 0.2137752774
[34,] 0.183543360 0.186794598 0.188612650 0.1872135686 0.1808615806
[35,] 0.161445638 0.159773014 0.158082542 0.1553871088 0.1502258149
[36,] 0.152513922 0.146902052 0.141465603 0.1361175936 0.1299770909
[37,] 0.150211152 0.142491065 0.134579201 0.1270643544 0.1196355944
[38,] 0.147741699 0.138969210 0.129716251 0.1209875413 0.1128872482
[39,] 0.141642326 0.131926744 0.121603467 0.1120070287 0.1035873428
[40,] 0.131239610 0.120730804 0.109356494 0.0987730309 0.0898202234
[41,] 0.116775313 0.106308662 0.094499046 0.0831763894 0.0735393495
[42,] 0.099122691 0.089736697 0.078612946 0.0674647233 0.0576242075
[43,] 0.080529755 0.072623790 0.062968604 0.0529595976 0.0437817909
[44,] 0.064080913 0.057327087 0.049106012 0.0405431943 0.0325706382
[45,] 0.051655432 0.045695011 0.038475372 0.0310438139 0.0241942080
[46,] 0.042605239 0.037616407 0.031285435 0.0246807218 0.0186196848
[47,] 0.034727431 0.031237099 0.026179869 0.0205483262 0.0152055824
[48,] 0.026451491 0.024715652 0.021359549 0.0171201462 0.0127766887
[49,] 0.017983502 0.017667455 0.015993237 0.0133567553 0.0103101074
[50,] 0.010616522 0.011032981 0.010547286 0.0092800127 0.0075205468
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 0.0001289072 5.201342e-05 1.928329e-05 6.568628e-06 2.055871e-06
 [2,] 0.0003757319 1.611568e-04 6.351072e-05 2.299710e-05 7.651152e-06
 [3,] 0.0009250546 4.217627e-04 1.766840e-04 6.800708e-05 2.405132e-05
 [4,] 0.0019240093 9.324614e-04 4.152252e-04 1.698890e-04 6.386686e-05
 [5,] 0.0033823011 1.742341e-03 8.246817e-04 3.586503e-04 1.433136e-04
 [6,] 0.0050341659 2.755857e-03 1.386210e-03 6.406827e-04 2.720802e-04
 [7,] 0.0063813762 3.709780e-03 1.981811e-03 9.728613e-04 4.388437e-04
 [8,] 0.0070262411 4.327832e-03 2.450270e-03 1.275080e-03 6.098569e-04
 [9,] 0.0071320666 4.624660e-03 2.758249e-03 1.513010e-03 7.632648e-04
[10,] 0.0076320533 5.149128e-03 3.198104e-03 1.828470e-03 9.622643e-04
[11,] 0.0098964226 6.909581e-03 4.440350e-03 2.626531e-03 1.430088e-03
[12,] 0.0149126859 1.087736e-02 7.296302e-03 4.500913e-03 2.553495e-03
[13,] 0.0224374664 1.726711e-02 1.221429e-02 7.941569e-03 4.746076e-03
[14,] 0.0308221399 2.512078e-02 1.881848e-02 1.295602e-02 8.197428e-03
[15,] 0.0379038705 3.271843e-02 2.596748e-02 1.894375e-02 1.270125e-02
[16,] 0.0423755069 3.864991e-02 3.244824e-02 2.505351e-02 1.778356e-02
[17,] 0.0444046793 4.256413e-02 3.767061e-02 3.070903e-02 2.303378e-02
[18,] 0.0451222041 4.493255e-02 4.163266e-02 3.567656e-02 2.819366e-02
[19,] 0.0460368029 4.652229e-02 4.447093e-02 3.969362e-02 3.285770e-02
[20,] 0.0492037369 4.861951e-02 4.663836e-02 4.253310e-02 3.640522e-02
[21,] 0.0571797236 5.346777e-02 4.965851e-02 4.484488e-02 3.872301e-02
[22,] 0.0713961018 6.325776e-02 5.585620e-02 4.853655e-02 4.098397e-02
[23,] 0.0898838235 7.767320e-02 6.623465e-02 5.534429e-02 4.502127e-02
[24,] 0.1073079843 9.267806e-02 7.842356e-02 6.452012e-02 5.129960e-02
[25,] 0.1186107257 1.029180e-01 8.760155e-02 7.242534e-02 5.763959e-02
[26,] 0.1235084303 1.063326e-01 9.046757e-02 7.531373e-02 6.063663e-02
[27,] 0.1274908638 1.066530e-01 8.870056e-02 7.300888e-02 5.885445e-02
[28,] 0.1379278542 1.110535e-01 8.834175e-02 6.979250e-02 5.466905e-02
[29,] 0.1581196436 1.245857e-01 9.527584e-02 7.136632e-02 5.278323e-02
[30,] 0.1836698310 1.456643e-01 1.103972e-01 8.035193e-02 5.659903e-02
[31,] 0.2040264380 1.660270e-01 1.281856e-01 9.391491e-02 6.545690e-02
[32,] 0.2088024121 1.756052e-01 1.399129e-01 1.053494e-01 7.488683e-02
[33,] 0.1948339561 1.692467e-01 1.394596e-01 1.085979e-01 7.969784e-02
[34,] 0.1685201154 1.502974e-01 1.275270e-01 1.024544e-01 7.764912e-02
[35,] 0.1412962697 1.280239e-01 1.108532e-01 9.116528e-02 7.088098e-02
[36,] 0.1218697255 1.109268e-01 9.702630e-02 8.090618e-02 6.393616e-02
[37,] 0.1113977997 1.014135e-01 8.922218e-02 7.511257e-02 6.005275e-02
[38,] 0.1047738155 9.570530e-02 8.497346e-02 7.248942e-02 5.886532e-02
[39,] 0.0959393023 8.814771e-02 7.929645e-02 6.892344e-02 5.723639e-02
[40,] 0.0824232604 7.581728e-02 6.899212e-02 6.116971e-02 5.212382e-02
[41,] 0.0659354623 5.993331e-02 5.464443e-02 4.915595e-02 4.289958e-02
[42,] 0.0497746941 4.388987e-02 3.939634e-02 3.548869e-02 3.146807e-02
[43,] 0.0362007367 3.046055e-02 2.632440e-02 2.324708e-02 2.061527e-02
[44,] 0.0258209241 2.057939e-02 1.679636e-02 1.416568e-02 1.225690e-02
[45,] 0.0184093690 1.388618e-02 1.059253e-02 8.332890e-03 6.820827e-03
[46,] 0.0135669749 9.670652e-03 6.862214e-03 4.956232e-03 3.722914e-03
[47,] 0.0107006193 7.242571e-03 4.786504e-03 3.153090e-03 2.125346e-03
[48,] 0.0089273240 5.885580e-03 3.701807e-03 2.257010e-03 1.365296e-03
[49,] 0.0073756012 4.909590e-03 3.059271e-03 1.800999e-03 1.016312e-03
[50,] 0.0056200920 3.879608e-03 2.480522e-03 1.475111e-03 8.214226e-04
             [,47]        [,48]        [,49]        [,50]
 [1,] 5.912137e-07 1.562141e-07 3.792487e-08 8.459712e-09
 [2,] 2.338882e-06 6.569266e-07 1.695327e-07 4.019925e-08
 [3,] 7.815407e-06 2.333413e-06 6.401178e-07 1.613452e-07
 [4,] 2.206045e-05 7.001338e-06 2.041628e-06 5.470166e-07
 [5,] 5.261798e-05 1.775053e-05 5.501981e-06 1.566957e-06
 [6,] 1.061671e-04 3.806453e-05 1.253974e-05 3.795708e-06
 [7,] 1.819011e-04 6.928247e-05 2.424779e-05 7.797913e-06
 [8,] 2.680860e-04 1.083092e-04 4.021544e-05 1.372296e-05
 [9,] 3.540852e-04 1.510478e-04 5.924778e-05 2.136774e-05
[10,] 4.661099e-04 2.077995e-04 8.525849e-05 3.219144e-05
[11,] 7.167630e-04 3.307018e-04 1.404624e-04 5.492341e-05
[12,] 1.332384e-03 6.394535e-04 2.822937e-04 1.146395e-04
[13,] 2.607119e-03 1.316422e-03 6.110118e-04 2.606982e-04
[14,] 4.766473e-03 2.547005e-03 1.250769e-03 5.644729e-04
[15,] 7.826149e-03 4.431590e-03 2.306085e-03 1.102790e-03
[16,] 1.160292e-02 6.957881e-03 3.834671e-03 1.942268e-03
[17,] 1.588824e-02 1.007587e-02 5.873850e-03 3.147450e-03
[18,] 2.051677e-02 1.373786e-02 8.460394e-03 4.790809e-03
[19,] 2.513255e-02 1.772665e-02 1.151548e-02 6.884612e-03
[20,] 2.901930e-02 2.144127e-02 1.464130e-02 9.222694e-03
[21,] 3.158527e-02 2.413051e-02 1.716562e-02 1.132398e-02
[22,] 3.324132e-02 2.563872e-02 1.864799e-02 1.270480e-02
[23,] 3.544098e-02 2.683455e-02 1.941676e-02 1.333650e-02
[24,] 3.927104e-02 2.888316e-02 2.037499e-02 1.375346e-02
[25,] 4.387943e-02 3.184956e-02 2.202556e-02 1.452186e-02
[26,] 4.673015e-02 3.422203e-02 2.372282e-02 1.555053e-02
[27,] 4.587560e-02 3.417626e-02 2.412465e-02 1.605207e-02
[28,] 4.209283e-02 3.145783e-02 2.253046e-02 1.530570e-02
[29,] 3.867155e-02 2.795850e-02 1.974990e-02 1.346129e-02
[30,] 3.893347e-02 2.635229e-02 1.759860e-02 1.155080e-02
[31,] 4.362580e-02 2.801583e-02 1.748965e-02 1.069518e-02
[32,] 5.028763e-02 3.198689e-02 1.936989e-02 1.124861e-02
[33,] 5.502878e-02 3.573007e-02 2.183645e-02 1.259498e-02
[34,] 5.536278e-02 3.706283e-02 2.327187e-02 1.370389e-02
[35,] 5.192221e-02 3.574303e-02 2.308038e-02 1.396294e-02
[36,] 4.768152e-02 3.345784e-02 2.204340e-02 1.361610e-02
[37,] 4.535158e-02 3.223258e-02 2.150749e-02 1.345269e-02
[38,] 4.519020e-02 3.263917e-02 2.210795e-02 1.401477e-02
[39,] 4.502457e-02 3.334491e-02 2.315054e-02 1.502419e-02
[40,] 4.223356e-02 3.228846e-02 2.316679e-02 1.554154e-02
[41,] 3.582452e-02 2.833949e-02 2.109059e-02 1.469738e-02
[42,] 2.697534e-02 2.204940e-02 1.702370e-02 1.233809e-02
[43,] 1.796363e-02 1.509162e-02 1.205731e-02 9.079099e-03
[44,] 1.066155e-02 9.103482e-03 7.480012e-03 5.833376e-03
[45,] 5.756318e-03 4.894053e-03 4.084277e-03 3.276362e-03
[46,] 2.935768e-03 2.403605e-03 1.990150e-03 1.619394e-03
[47,] 1.504128e-03 1.130772e-03 8.918882e-04 7.161488e-04
[48,] 8.454669e-04 5.540723e-04 3.913157e-04 2.944310e-04
[49,] 5.625782e-04 3.162650e-04 1.883900e-04 1.226126e-04
[50,] 4.332266e-04 2.207321e-04 1.123496e-04 5.997318e-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  
     306.83        14.58  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1it9o1226253175.ps tmp/1it9o1226253175.png")
> system("convert tmp/2h1071226253175.ps tmp/2h1071226253175.png")
> system("convert tmp/3ibc41226253175.ps tmp/3ibc41226253175.png")
> system("convert tmp/4zf381226253176.ps tmp/4zf381226253176.png")
> system("convert tmp/50obn1226253176.ps tmp/50obn1226253176.png")
> system("convert tmp/648uc1226253176.ps tmp/648uc1226253176.png")
> system("convert tmp/7kxiw1226253176.ps tmp/7kxiw1226253176.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.145   2.265   4.426