R version 2.6.1 (2007-11-26)
Copyright (C) 2007 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

  Natural language support but running in an English locale

R is a collaborative project with many contributors.
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(140,132,117,114,113,110,107,103,98,98,137,148,147,139,130,128,127,123,118,114,108,111,151,159,158,148,138,137,136,133,126,120,114,116,153,162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116,117,111,105,102,95,93,124,130,124)
> y <- c(373,371,354,357,363,364,363,358,357,357,380,378,376,380,379,384,392,394,392,396,392,396,419,421,420,418,410,418,426,428,430,424,423,427,441,449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418)
> x <- c(513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542)
> par7 = '<25j'
> par6 = '>25j'
> par5 = 'totaal'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1rui11197031578.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/24qf11197031578.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/3140o1197031578.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/4kg5l1197031578.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/5kf9c1197031578.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  
     7.9964       0.7544  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6rafp1197031578.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] 336.1318 339.3509 342.5701 345.7892 349.0083 352.2274 355.4465 358.6656
 [9] 361.8847 365.1038 368.3229 371.5420 374.7611 377.9802 381.1994 384.4185
[17] 387.6376 390.8567 394.0758 397.2949 400.5140 403.7331 406.9522 410.1713
[25] 413.3904 416.6096 419.8287 423.0478 426.2669 429.4860 432.7051 435.9242
[33] 439.1433 442.3624 445.5815 448.8006 452.0198 455.2389 458.4580 461.6771
[41] 464.8962 468.1153 471.3344 474.5535 477.7726 480.9917 484.2108 487.4299
[49] 490.6491 493.8682

$yords
 [1]  80.98548  82.88403  84.78258  86.68114  88.57969  90.47824  92.37679
 [8]  94.27534  96.17389  98.07245  99.97100 101.86955 103.76810 105.66665
[15] 107.56521 109.46376 111.36231 113.26086 115.15941 117.05796 118.95652
[22] 120.85507 122.75362 124.65217 126.55072 128.44928 130.34783 132.24638
[29] 134.14493 136.04348 137.94204 139.84059 141.73914 143.63769 145.53624
[36] 147.43479 149.33335 151.23190 153.13045 155.02900 156.92755 158.82611
[43] 160.72466 162.62321 164.52176 166.42031 168.31886 170.21742 172.11597
[50] 174.01452

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.939103e-04 8.912189e-04 1.262592e-03 1.691420e-03 2.147242e-03
 [2,] 7.771188e-04 1.194586e-03 1.733321e-03 2.377496e-03 3.088824e-03
 [3,] 9.364369e-04 1.474726e-03 2.191846e-03 3.078837e-03 4.094823e-03
 [4,] 1.039216e-03 1.676767e-03 2.553027e-03 3.673146e-03 5.002295e-03
 [5,] 1.062206e-03 1.756049e-03 2.739328e-03 4.037325e-03 5.631170e-03
 [6,] 1.000220e-03 1.694342e-03 2.708115e-03 4.089192e-03 5.842469e-03
 [7,] 8.682730e-04 1.507014e-03 2.468067e-03 3.818491e-03 5.589555e-03
 [8,] 6.961479e-04 1.237485e-03 2.076293e-03 3.291510e-03 4.937019e-03
 [9,] 5.183711e-04 9.420244e-04 1.617806e-03 2.626920e-03 4.037238e-03
[10,] 3.646871e-04 6.727467e-04 1.178045e-03 1.955489e-03 3.076825e-03
[11,] 2.551895e-04 4.666028e-04 8.215377e-04 1.383356e-03 2.219560e-03
[12,] 2.011449e-04 3.438380e-04 5.846468e-04 9.739357e-04 1.570778e-03
[13,] 2.093819e-04 3.139158e-04 4.818412e-04 7.516320e-04 1.173390e-03
[14,] 2.865359e-04 3.834493e-04 5.183461e-04 7.193489e-04 1.028686e-03
[15,] 4.399096e-04 5.604853e-04 7.002077e-04 8.768692e-04 1.125011e-03
[16,] 6.737037e-04 8.519987e-04 1.035523e-03 1.229296e-03 1.457554e-03
[17,] 9.820292e-04 1.255309e-03 1.525817e-03 1.781331e-03 2.029924e-03
[18,] 1.342325e-03 1.747751e-03 2.152004e-03 2.520848e-03 2.838347e-03
[19,] 1.713473e-03 2.280754e-03 2.862896e-03 3.401030e-03 3.848012e-03
[20,] 2.041307e-03 2.783317e-03 3.574093e-03 4.331959e-03 4.975233e-03
[21,] 2.270846e-03 3.175833e-03 4.180887e-03 5.188945e-03 6.086963e-03
[22,] 2.361057e-03 3.390102e-03 4.582226e-03 5.837303e-03 7.021537e-03
[23,] 2.296432e-03 3.388084e-03 4.707325e-03 6.165612e-03 7.624980e-03
[24,] 2.090883e-03 3.172191e-03 4.534927e-03 6.115389e-03 7.790332e-03
[25,] 1.782812e-03 2.783527e-03 4.098281e-03 5.696554e-03 7.486243e-03
[26,] 1.423703e-03 2.289341e-03 3.474652e-03 4.983658e-03 6.765196e-03
[27,] 1.064700e-03 1.764765e-03 2.763768e-03 4.094870e-03 5.748966e-03
[28,] 7.456316e-04 1.275210e-03 2.062973e-03 3.161333e-03 4.596473e-03
[29,] 4.893312e-04 8.646149e-04 1.446979e-03 2.297047e-03 3.464772e-03
[30,] 3.016989e-04 5.518249e-04 9.574215e-04 1.578164e-03 2.475556e-03
[31,] 1.759633e-04 3.342267e-04 6.032477e-04 1.036206e-03 1.696535e-03
[32,] 9.862021e-05 1.955427e-04 3.691189e-04 6.642007e-04 1.140652e-03
[33,] 5.477549e-05 1.142183e-04 2.270497e-04 4.305758e-04 7.793703e-04
[34,] 3.161804e-05 6.981624e-05 1.468978e-04 2.944941e-04 5.624085e-04
[35,] 1.985912e-05 4.644718e-05 1.032172e-04 2.178278e-04 4.363555e-04
[36,] 1.368410e-05 3.360198e-05 7.810466e-05 1.717833e-04 3.574047e-04
[37,] 9.956867e-06 2.537351e-05 6.103356e-05 1.385615e-04 2.968965e-04
[38,] 7.262354e-06 1.904866e-05 4.708514e-05 1.096928e-04 2.408912e-04
[39,] 5.108262e-06 1.373325e-05 3.476577e-05 8.288792e-05 1.861647e-04
[40,] 3.390107e-06 9.325797e-06 2.414635e-05 5.885841e-05 1.351060e-04
[41,] 2.099666e-06 5.906864e-06 1.563675e-05 3.896033e-05 9.139164e-05
[42,] 1.207241e-06 3.472978e-06 9.399735e-06 2.394084e-05 5.739779e-05
[43,] 6.427109e-07 1.890902e-06 5.233170e-06 1.362723e-05 3.339788e-05
[44,] 3.163878e-07 9.521083e-07 2.694882e-06 7.176020e-06 1.798201e-05
[45,] 1.438984e-07 4.430049e-07 1.282616e-06 3.493191e-06 8.951681e-06
[46,] 6.043541e-08 1.903708e-07 5.638927e-07 1.571014e-06 4.117834e-06
[47,] 2.342900e-08 7.552394e-08 2.289058e-07 6.524825e-07 1.749591e-06
[48,] 8.381172e-09 2.765143e-08 8.576862e-08 2.501691e-07 6.863527e-07
[49,] 2.765847e-09 9.340668e-09 2.965409e-08 8.852021e-08 2.485210e-07
[50,] 8.418312e-10 2.910459e-09 9.458364e-09 2.889885e-08 8.303560e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.590637e-03 2.982056e-03 3.291826e-03 3.507525e-03 3.635519e-03
 [2,] 3.810928e-03 4.480536e-03 5.042520e-03 5.463399e-03 5.737837e-03
 [3,] 5.168803e-03 6.211543e-03 7.135117e-03 7.873704e-03 8.397644e-03
 [4,] 6.462621e-03 7.943051e-03 9.321110e-03 1.049038e-02 1.138361e-02
 [5,] 7.448372e-03 9.367441e-03 1.123832e-02 1.291358e-02 1.427989e-02
 [6,] 7.914097e-03 1.018872e-02 1.250448e-02 1.468335e-02 1.656740e-02
 [7,] 7.755897e-03 1.022505e-02 1.284410e-02 1.542431e-02 1.777682e-02
 [8,] 7.018911e-03 9.479047e-03 1.219273e-02 1.498413e-02 1.765620e-02
 [9,] 5.881847e-03 8.139726e-03 1.072612e-02 1.349795e-02 1.627433e-02
[10,] 4.592802e-03 6.514172e-03 8.797780e-03 1.134354e-02 1.400476e-02
[11,] 3.388544e-03 4.923100e-03 6.815213e-03 9.007386e-03 1.139427e-02
[12,] 2.434054e-03 3.609262e-03 5.113862e-03 6.925499e-03 8.977284e-03
[13,] 1.803518e-03 2.694532e-03 3.881498e-03 5.368466e-03 7.119211e-03
[14,] 1.500343e-03 2.192298e-03 3.153717e-03 4.409731e-03 5.948174e-03
[15,] 1.496623e-03 2.055646e-03 2.865620e-03 3.972364e-03 5.386253e-03
[16,] 1.768317e-03 2.230872e-03 2.924247e-03 3.917717e-03 5.247932e-03
[17,] 2.309687e-03 2.690778e-03 3.266143e-03 4.130724e-03 5.353446e-03
[18,] 3.122976e-03 3.436317e-03 3.878432e-03 4.567853e-03 5.609660e-03
[19,] 4.191435e-03 4.470893e-03 4.780945e-03 5.255074e-03 6.032467e-03
[20,] 5.451268e-03 5.763239e-03 5.983432e-03 6.244990e-03 6.711255e-03
[21,] 6.778411e-03 7.218762e-03 7.440658e-03 7.557105e-03 7.738059e-03
[22,] 7.999360e-03 8.674591e-03 9.026904e-03 9.128846e-03 9.134340e-03
[23,] 8.924683e-03 9.923062e-03 1.054204e-02 1.079788e-02 1.080507e-02
[24,] 9.394400e-03 1.075689e-02 1.174861e-02 1.232314e-02 1.253680e-02
[25,] 9.319937e-03 1.102155e-02 1.242871e-02 1.343851e-02 1.404048e-02
[26,] 8.708676e-03 1.065790e-02 1.244303e-02 1.392320e-02 1.502631e-02
[27,] 7.662907e-03 9.720927e-03 1.177285e-02 1.366681e-02 1.528770e-02
[28,] 6.353260e-03 8.367407e-03 1.053008e-02 1.270673e-02 1.476678e-02
[29,] 4.975084e-03 6.815322e-03 8.929372e-03 1.122240e-02 1.357717e-02
[30,] 3.702058e-03 5.288151e-03 7.230589e-03 9.485901e-03 1.197252e-02
[31,] 2.651654e-03 3.962633e-03 5.670916e-03 7.784869e-03 1.027006e-02
[32,] 1.871497e-03 2.936460e-03 4.410112e-03 6.345468e-03 8.756049e-03
[33,] 1.346962e-03 2.223265e-03 3.505505e-03 5.281559e-03 7.607209e-03
[34,] 1.022895e-03 1.771408e-03 2.920567e-03 4.584661e-03 6.854467e-03
[35,] 8.294231e-04 1.495644e-03 2.558504e-03 4.152741e-03 6.398313e-03
[36,] 7.033339e-04 1.309183e-03 2.305510e-03 3.842669e-03 6.065382e-03
[37,] 6.004925e-04 1.146712e-03 2.068264e-03 3.525221e-03 5.681862e-03
[38,] 4.987945e-04 9.741552e-04 1.795279e-03 3.123750e-03 5.135284e-03
[39,] 3.940059e-04 7.860883e-04 1.479122e-03 2.626318e-03 4.403542e-03
[40,] 2.921393e-04 5.952826e-04 1.143606e-03 2.072497e-03 3.545463e-03
[41,] 2.019019e-04 4.202360e-04 8.244542e-04 1.525467e-03 2.663765e-03
[42,] 1.295763e-04 2.755488e-04 5.522237e-04 1.043558e-03 1.860785e-03
[43,] 7.706198e-05 1.674710e-04 3.429393e-04 6.620865e-04 1.205938e-03
[44,] 4.241744e-05 9.422581e-05 1.972035e-04 3.890633e-04 7.240710e-04
[45,] 2.159154e-05 4.903726e-05 1.049137e-04 2.115651e-04 4.023991e-04
[46,] 1.015785e-05 2.359089e-05 5.160557e-05 1.063900e-04 2.068495e-04
[47,] 4.414663e-06 1.048616e-05 2.345806e-05 4.945013e-05 9.829704e-05
[48,] 1.771760e-06 4.304965e-06 9.850080e-06 2.123526e-05 4.316403e-05
[49,] 6.564177e-07 1.631757e-06 3.819314e-06 8.421934e-06 1.750789e-05
[50,] 2.244393e-07 5.708788e-07 1.367081e-06 3.083830e-06 6.557392e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.695702e-03 3.711406e-03 3.698618e-03 3.659055e-03 0.0035800069
 [2,] 5.885163e-03 5.937136e-03 5.922060e-03 5.852022e-03 0.0057186806
 [3,] 8.714906e-03 8.859277e-03 8.870386e-03 8.774309e-03 0.0085731806
 [4,] 1.198240e-02 1.230971e-02 1.240881e-02 1.231853e-02 0.0120557872
 [5,] 1.527771e-02 1.590212e-02 1.618537e-02 1.617038e-02 0.0158875062
 [6,] 1.804787e-02 1.907651e-02 1.965648e-02 1.981921e-02 0.0195994912
 [7,] 1.974737e-02 2.123754e-02 2.220667e-02 2.265714e-02 0.0226130266
 [8,] 2.002537e-02 2.194915e-02 2.333858e-02 2.415460e-02 0.0243950678
 [9,] 1.886604e-02 2.110427e-02 2.286022e-02 2.405209e-02 0.0246425042
[10,] 1.660922e-02 1.898440e-02 2.097966e-02 2.248071e-02 0.0234165818
[11,] 1.383482e-02 1.617150e-02 1.825131e-02 1.994397e-02 0.0211555320
[12,] 1.116237e-02 1.334696e-02 1.538856e-02 1.715529e-02 0.0185432416
[13,] 9.055898e-03 1.106699e-02 1.302293e-02 1.479595e-02 0.0162800214
[14,] 7.713107e-03 9.608398e-03 1.151161e-02 1.329511e-02 0.0148491872
[15,] 7.070072e-03 8.937809e-03 1.086662e-02 1.271979e-02 0.0143745251
[16,] 6.899853e-03 8.799016e-03 1.081988e-02 1.280968e-02 0.0146215065
[17,] 6.950147e-03 8.867144e-03 1.098301e-02 1.313056e-02 0.0151336672
[18,] 7.060338e-03 8.901013e-03 1.102955e-02 1.327663e-02 0.0154427104
[19,] 7.216175e-03 8.835688e-03 1.082707e-02 1.303915e-02 0.0152657163
[20,] 7.530159e-03 8.787400e-03 1.047382e-02 1.247871e-02 0.0146125738
[21,] 8.165411e-03 8.979718e-03 1.023569e-02 1.188117e-02 0.0137668088
[22,] 9.239742e-03 9.628743e-03 1.041862e-02 1.162509e-02 0.0131567006
[23,] 1.074911e-02 1.083569e-02 1.123232e-02 1.202108e-02 0.0131771569
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[28,] 2.026295e-02 1.913643e-02 1.826863e-02 1.770712e-02 1.745182e-02
[29,] 2.034907e-02 1.886613e-02 1.770465e-02 1.692459e-02 1.653188e-02
[30,] 2.014737e-02 1.834848e-02 1.691677e-02 1.592650e-02 1.539125e-02
[31,] 1.980518e-02 1.776514e-02 1.611720e-02 1.495299e-02 1.429735e-02
[32,] 1.957756e-02 1.737212e-02 1.555758e-02 1.424696e-02 1.348294e-02
[33,] 1.980068e-02 1.748851e-02 1.553278e-02 1.407051e-02 1.316999e-02
[34,] 2.080344e-02 1.843176e-02 1.634382e-02 1.469796e-02 1.359249e-02
[35,] 2.277795e-02 2.040539e-02 1.820879e-02 1.635651e-02 1.497279e-02
[36,] 2.566153e-02 2.338085e-02 2.114904e-02 1.912383e-02 1.743959e-02
[37,] 2.908865e-02 2.703204e-02 2.490509e-02 2.282834e-02 2.091978e-02
[38,] 3.244582e-02 3.076538e-02 2.893438e-02 2.701048e-02 2.506401e-02
[39,] 3.501813e-02 3.384853e-02 3.251061e-02 3.098234e-02 2.925941e-02
[40,] 3.617740e-02 3.559714e-02 3.489908e-02 3.397961e-02 3.274588e-02
[41,] 3.554739e-02 3.555501e-02 3.554870e-02 3.535763e-02 3.480444e-02
[42,] 3.309413e-02 3.360760e-02 3.423428e-02 3.476262e-02 3.495185e-02
[43,] 2.911976e-02 2.999704e-02 3.110406e-02 3.221961e-02 3.307125e-02
[44,] 2.417015e-02 2.524205e-02 2.662347e-02 2.811106e-02 2.943433e-02
[45,] 1.889113e-02 1.999567e-02 2.144116e-02 2.306044e-02 2.461243e-02
[46,] 1.387897e-02 1.488855e-02 1.622520e-02 1.776537e-02 1.931394e-02
[47,] 9.567565e-03 1.040338e-02 1.152026e-02 1.283619e-02 1.420701e-02
[48,] 6.177523e-03 6.810476e-03 7.662942e-03 8.686526e-03 9.783905e-03
[49,] 3.729419e-03 4.169969e-03 4.767611e-03 5.497553e-03 6.299854e-03
[50,] 2.101674e-03 2.384145e-03 2.770095e-03 3.249111e-03 3.787687e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.667025e-05 1.102057e-05 6.928220e-06 4.131088e-06 2.331507e-06
 [2,] 4.572779e-05 3.094577e-05 1.992117e-05 1.216684e-05 7.035147e-06
 [3,] 1.156577e-04 8.009774e-05 5.278740e-05 3.301718e-05 1.955710e-05
 [4,] 2.697891e-04 1.911345e-04 1.289224e-04 8.256517e-05 5.009159e-05
 [5,] 5.805619e-04 4.205827e-04 2.902559e-04 1.902843e-04 1.182212e-04
 [6,] 1.152898e-03 8.536319e-04 6.025262e-04 4.042267e-04 2.571262e-04
 [7,] 2.113596e-03 1.598569e-03 1.153499e-03 7.916661e-04 5.154386e-04
 [8,] 3.578860e-03 2.763090e-03 2.037183e-03 1.429716e-03 9.524881e-04
 [9,] 5.600124e-03 4.410132e-03 3.320194e-03 2.381568e-03 1.622860e-03
[10,] 8.103285e-03 6.503214e-03 4.995702e-03 3.660332e-03 2.550047e-03
[11,] 1.085092e-02 8.865342e-03 6.942990e-03 5.192705e-03 3.696529e-03
[12,] 1.345903e-02 1.118117e-02 8.918384e-03 6.803031e-03 4.945331e-03
[13,] 1.548152e-02 1.305986e-02 1.059697e-02 8.236701e-03 6.109535e-03
[14,] 1.654188e-02 1.414753e-02 1.166236e-02 9.226373e-03 6.976859e-03
[15,] 1.646256e-02 1.424874e-02 1.191438e-02 9.581402e-03 7.378723e-03
[16,] 1.533706e-02 1.340561e-02 1.134994e-02 9.264516e-03 7.257465e-03
[17,] 1.351493e-02 1.190083e-02 1.018196e-02 8.422375e-03 6.702931e-03
[18,] 1.150808e-02 1.018502e-02 8.789412e-03 7.357496e-03 5.942894e-03
[19,] 9.856266e-03 8.758908e-03 7.620101e-03 6.453983e-03 5.291768e-03
[20,] 8.994681e-03 8.049165e-03 7.079189e-03 6.082742e-03 5.075266e-03
[21,] 9.154001e-03 8.307077e-03 7.430368e-03 6.509496e-03 5.549457e-03
[22,] 1.030889e-02 9.546241e-03 8.725797e-03 7.820860e-03 6.827638e-03
[23,] 1.218434e-02 1.153103e-02 1.077797e-02 9.882283e-03 8.828411e-03
[24,] 1.432567e-02 1.382731e-02 1.318939e-02 1.234663e-02 1.126507e-02
[25,] 1.622446e-02 1.591686e-02 1.544991e-02 1.473030e-02 1.369822e-02
[26,] 1.746776e-02 1.735065e-02 1.708623e-02 1.655139e-02 1.565593e-02
[27,] 1.785615e-02 1.788660e-02 1.781371e-02 1.748782e-02 1.678932e-02
[28,] 1.744053e-02 1.755141e-02 1.762313e-02 1.748641e-02 1.699825e-02
[29,] 1.646480e-02 1.659701e-02 1.675808e-02 1.676589e-02 1.646159e-02
[30,] 1.525144e-02 1.537810e-02 1.559421e-02 1.570807e-02 1.554945e-02
[31,] 1.409613e-02 1.422010e-02 1.448654e-02 1.469372e-02 1.465919e-02
[32,] 1.322407e-02 1.334701e-02 1.366676e-02 1.397117e-02 1.406150e-02
[33,] 1.281338e-02 1.289499e-02 1.323733e-02 1.362304e-02 1.383598e-02
[34,] 1.304391e-02 1.297937e-02 1.324572e-02 1.363482e-02 1.392151e-02
[35,] 1.411277e-02 1.374920e-02 1.377272e-02 1.400703e-02 1.423835e-02
[36,] 1.618248e-02 1.537390e-02 1.496284e-02 1.482888e-02 1.479854e-02
[37,] 1.927528e-02 1.795349e-02 1.696368e-02 1.625771e-02 1.573075e-02
[38,] 2.316918e-02 2.139632e-02 1.980079e-02 1.840782e-02 1.719871e-02
[39,] 2.736135e-02 2.533657e-02 2.325857e-02 2.120968e-02 1.925679e-02
[40,] 3.113822e-02 2.915142e-02 2.684336e-02 2.432393e-02 2.172662e-02
[41,] 3.374225e-02 3.209223e-02 2.986728e-02 2.717114e-02 2.417218e-02
[42,] 3.457878e-02 3.348858e-02 3.163278e-02 2.908087e-02 2.600154e-02
[43,] 3.338577e-02 3.294738e-02 3.164640e-02 2.950270e-02 2.665715e-02
[44,] 3.030362e-02 3.046907e-02 2.977445e-02 2.818933e-02 2.581083e-02
[45,] 2.582288e-02 2.643829e-02 2.627886e-02 2.527498e-02 2.347724e-02
[46,] 2.063545e-02 2.149889e-02 2.172486e-02 2.122177e-02 2.000099e-02
[47,] 1.544790e-02 1.636728e-02 1.680519e-02 1.666547e-02 1.593282e-02
[48,] 1.082187e-02 1.165480e-02 1.215326e-02 1.223002e-02 1.185620e-02
[49,] 7.086260e-03 7.754959e-03 8.210123e-03 8.381123e-03 8.236048e-03
[50,] 4.332110e-03 4.816818e-03 5.176631e-03 5.359743e-03 5.337884e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.243426e-06 6.257989e-07 2.969014e-07 1.326702e-07 5.579711e-08
 [2,] 3.844681e-06 1.983080e-06 9.643364e-07 4.417066e-07 1.904324e-07
 [3,] 1.095105e-05 5.788581e-06 2.885031e-06 1.354520e-06 5.986188e-07
 [4,] 2.873639e-05 1.556502e-05 7.950463e-06 3.825940e-06 1.733198e-06
 [5,] 6.947365e-05 3.855630e-05 2.018232e-05 9.954165e-06 4.622139e-06
 [6,] 1.547593e-04 8.799075e-05 4.719617e-05 2.385615e-05 1.135394e-05
 [7,] 3.176775e-04 1.850152e-04 1.016773e-04 5.266750e-05 2.569044e-05
 [8,] 6.009847e-04 3.584650e-04 2.018144e-04 1.071159e-04 5.354693e-05
 [9,] 1.047979e-03 6.400352e-04 3.690863e-04 2.007063e-04 1.028148e-04
[10,] 1.684751e-03 1.053271e-03 6.220106e-04 3.464969e-04 1.818707e-04
[11,] 2.497558e-03 1.597849e-03 9.661052e-04 5.512122e-04 2.964115e-04
[12,] 3.415338e-03 2.235140e-03 1.383252e-03 8.081601e-04 4.451640e-04
[13,] 4.310284e-03 2.884241e-03 1.826371e-03 1.092393e-03 6.162675e-04
[14,] 5.024745e-03 3.436079e-03 2.225405e-03 1.362281e-03 7.869277e-04
[15,] 5.420500e-03 3.785689e-03 2.506588e-03 1.569887e-03 9.283654e-04
[16,] 5.433147e-03 3.872760e-03 2.620256e-03 1.678497e-03 1.015951e-03
[17,] 5.109032e-03 3.714451e-03 2.567043e-03 1.681589e-03 1.041754e-03
[18,] 4.609017e-03 3.416821e-03 2.411966e-03 1.616106e-03 1.025181e-03
[19,] 4.177694e-03 3.160158e-03 2.280718e-03 1.564879e-03 1.017845e-03
[20,] 4.088205e-03 3.162433e-03 2.338419e-03 1.646464e-03 1.100361e-03
[21,] 4.575589e-03 3.628458e-03 2.754096e-03 1.992751e-03 1.369920e-03
[22,] 5.769221e-03 4.691877e-03 3.654622e-03 2.715327e-03 1.917847e-03
[23,] 7.636181e-03 6.359281e-03 5.074355e-03 3.863870e-03 2.798080e-03
[24,] 9.955214e-03 8.474019e-03 6.914686e-03 5.386855e-03 3.993006e-03
[25,] 1.234600e-02 1.072473e-02 8.936500e-03 7.113779e-03 5.391276e-03
[26,] 1.436623e-02 1.271683e-02 1.080671e-02 8.780091e-03 6.796387e-03
[27,] 1.565578e-02 1.409771e-02 1.219915e-02 1.010203e-02 7.977033e-03
[28,] 1.607079e-02 1.468942e-02 1.291675e-02 1.088081e-02 8.749166e-03
[29,] 1.573905e-02 1.456356e-02 1.297717e-02 1.108960e-02 9.055861e-03
[30,] 1.499984e-02 1.401121e-02 1.261110e-02 1.089418e-02 9.001901e-03
[31,] 1.425226e-02 1.341416e-02 1.216331e-02 1.058617e-02 8.816540e-03
[32,] 1.378901e-02 1.307937e-02 1.194066e-02 1.045460e-02 8.754412e-03
[33,] 1.370234e-02 1.312203e-02 1.208332e-02 1.065815e-02 8.980224e-03
[34,] 1.390675e-02 1.345637e-02 1.252568e-02 1.116359e-02 9.495354e-03
[35,] 1.425556e-02 1.389291e-02 1.306476e-02 1.178201e-02 1.014496e-02
[36,] 1.467561e-02 1.428131e-02 1.349491e-02 1.228227e-02 1.070256e-02
[37,] 1.523595e-02 1.461403e-02 1.373203e-02 1.251929e-02 1.098756e-02
[38,] 1.610675e-02 1.502955e-02 1.385713e-02 1.250713e-02 1.095358e-02
[39,] 1.742962e-02 1.571251e-02 1.405501e-02 1.239746e-02 1.070061e-02
[40,] 1.917347e-02 1.674769e-02 1.448383e-02 1.237732e-02 1.040672e-02
[41,] 2.106185e-02 1.801284e-02 1.515068e-02 1.254508e-02 1.021906e-02
[42,] 2.262130e-02 1.917522e-02 1.586522e-02 1.283530e-02 1.016611e-02
[43,] 2.333582e-02 1.980034e-02 1.629956e-02 1.303413e-02 1.013853e-02
[44,] 2.283668e-02 1.952052e-02 1.612373e-02 1.287524e-02 9.945913e-03
[45,] 2.103923e-02 1.818118e-02 1.514663e-02 1.216323e-02 9.414287e-03
[46,] 1.816844e-02 1.589762e-02 1.339404e-02 1.086065e-02 8.470776e-03
[47,] 1.467100e-02 1.300476e-02 1.109292e-02 9.100313e-03 7.174642e-03
[48,] 1.106362e-02 9.934181e-03 8.580925e-03 7.127029e-03 5.687480e-03
[49,] 7.785967e-03 7.079624e-03 6.191310e-03 5.206157e-03 4.206687e-03
[50,] 5.110843e-03 4.704550e-03 4.164012e-03 3.543786e-03 2.898758e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.207394e-08 8.210672e-09 2.870433e-09 9.428807e-10 2.909397e-10
 [2,] 7.723165e-08 2.945051e-08 1.055527e-08 3.554617e-09 1.124496e-09
 [3,] 2.488763e-07 9.729142e-08 3.574828e-08 1.234214e-08 4.002878e-09
 [4,] 7.386700e-07 2.960250e-07 1.115086e-07 3.946864e-08 1.312348e-08
 [5,] 2.019309e-06 8.295818e-07 3.203559e-07 1.162467e-07 3.962681e-08
 [6,] 5.084509e-06 2.141279e-06 8.476814e-07 3.153402e-07 1.102036e-07
 [7,] 1.179230e-05 5.090701e-06 2.065920e-06 7.878657e-07 2.822746e-07
 [8,] 2.519207e-05 1.114760e-05 4.637482e-06 1.813029e-06 6.659191e-07
 [9,] 4.957469e-05 2.248518e-05 9.588435e-06 3.842762e-06 1.446938e-06
[10,] 8.986867e-05 4.177721e-05 1.826097e-05 7.502062e-06 2.895796e-06
[11,] 1.500866e-04 7.150536e-05 3.203579e-05 1.349081e-05 5.338209e-06
[12,] 2.309510e-04 1.127581e-04 5.177645e-05 2.234929e-05 9.065245e-06
[13,] 3.275412e-04 1.638646e-04 7.711343e-05 3.411708e-05 1.418517e-05
[14,] 4.284159e-04 2.196008e-04 1.059040e-04 4.802303e-05 2.046689e-05
[15,] 5.176336e-04 2.718347e-04 1.343388e-04 6.243567e-05 2.727630e-05
[16,] 5.801130e-04 3.121091e-04 1.580684e-04 7.530353e-05 3.372712e-05
[17,] 6.092425e-04 3.358858e-04 1.743838e-04 8.518830e-05 3.913315e-05
[18,] 6.144405e-04 3.473933e-04 1.850538e-04 9.279122e-05 4.376665e-05
[19,] 6.261492e-04 3.636564e-04 1.991233e-04 1.026861e-04 4.983236e-05
[20,] 6.962608e-04 4.162914e-04 2.348231e-04 1.248205e-04 6.246519e-05
[21,] 8.923570e-04 5.496147e-04 3.195431e-04 1.751415e-04 9.040713e-05
[22,] 1.284174e-03 8.133835e-04 4.864877e-04 2.743846e-04 1.457795e-04
[23,] 1.921706e-03 1.248900e-03 7.666593e-04 4.439093e-04 2.421689e-04
[24,] 2.808306e-03 1.869696e-03 1.176184e-03 6.980966e-04 3.904663e-04
[25,] 3.878777e-03 2.642916e-03 1.702245e-03 1.034759e-03 5.929255e-04
[26,] 4.997500e-03 3.482253e-03 2.294713e-03 1.427743e-03 8.376436e-04
[27,] 5.988454e-03 4.263101e-03 2.871834e-03 1.827543e-03 1.097101e-03
[28,] 6.694674e-03 4.861920e-03 3.343818e-03 2.173901e-03 1.333987e-03
[29,] 7.044982e-03 5.207195e-03 3.648438e-03 2.418529e-03 1.514407e-03
[30,] 7.093898e-03 5.317528e-03 3.782788e-03 2.548771e-03 1.623813e-03
[31,] 7.007658e-03 5.303065e-03 3.812668e-03 2.599266e-03 1.677518e-03
[32,] 6.995034e-03 5.322520e-03 3.849603e-03 2.642207e-03 1.718396e-03
[33,] 7.212361e-03 5.511772e-03 4.001957e-03 2.757031e-03 1.800040e-03
[34,] 7.689356e-03 5.917720e-03 4.321970e-03 2.992008e-03 1.961431e-03
[35,] 8.314602e-03 6.471505e-03 4.775352e-03 3.336420e-03 2.204942e-03
[36,] 8.889995e-03 7.016918e-03 5.250727e-03 3.718629e-03 2.489367e-03
[37,] 9.227399e-03 7.381725e-03 5.606597e-03 4.033226e-03 2.743145e-03
[38,] 9.237749e-03 7.456561e-03 5.733752e-03 4.185482e-03 2.892913e-03
[39,] 8.966342e-03 7.241161e-03 5.601998e-03 4.131569e-03 2.894066e-03
[40,] 8.557147e-03 6.834836e-03 5.267758e-03 3.894499e-03 2.748289e-03
[41,] 8.167941e-03 6.378337e-03 4.840056e-03 3.548430e-03 2.499579e-03
[42,] 7.884467e-03 5.980477e-03 4.424776e-03 3.180961e-03 2.211718e-03
[43,] 7.679987e-03 5.669280e-03 4.077679e-03 2.854263e-03 1.939834e-03
[44,] 7.438508e-03 5.391012e-03 3.789357e-03 2.584693e-03 1.710728e-03
[45,] 7.023496e-03 5.051984e-03 3.505510e-03 2.348394e-03 1.520265e-03
[46,] 6.351202e-03 4.575518e-03 3.166488e-03 2.105450e-03 1.345911e-03
[47,] 5.430690e-03 3.942442e-03 2.742350e-03 1.826638e-03 1.164882e-03
[48,] 4.355982e-03 3.197573e-03 2.246500e-03 1.508646e-03 9.674997e-04
[49,] 3.262792e-03 2.425713e-03 1.725704e-03 1.172821e-03 7.602792e-04
[50,] 2.276983e-03 1.715213e-03 1.236903e-03 8.522781e-04 5.600583e-04

> 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  
    59.5468       0.1604  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7rp4x1197031578.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] 423.1852 428.0348 432.8844 437.7340 442.5835 447.4331 452.2827 457.1323
 [9] 461.9819 466.8315 471.6810 476.5306 481.3802 486.2298 491.0794 495.9290
[17] 500.7785 505.6281 510.4777 515.3273 520.1769 525.0265 529.8760 534.7256
[25] 539.5752 544.4248 549.2744 554.1240 558.9735 563.8231 568.6727 573.5223
[33] 578.3719 583.2215 588.0710 592.9206 597.7702 602.6198 607.4694 612.3190
[41] 617.1685 622.0181 626.8677 631.7173 636.5669 641.4165 646.2660 651.1156
[49] 655.9652 660.8148

$yords
 [1]  80.98548  82.88403  84.78258  86.68114  88.57969  90.47824  92.37679
 [8]  94.27534  96.17389  98.07245  99.97100 101.86955 103.76810 105.66665
[15] 107.56521 109.46376 111.36231 113.26086 115.15941 117.05796 118.95652
[22] 120.85507 122.75362 124.65217 126.55072 128.44928 130.34783 132.24638
[29] 134.14493 136.04348 137.94204 139.84059 141.73914 143.63769 145.53624
[36] 147.43479 149.33335 151.23190 153.13045 155.02900 156.92755 158.82611
[43] 160.72466 162.62321 164.52176 166.42031 168.31886 170.21742 172.11597
[50] 174.01452

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
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[13,] 1.745682e-03 2.461616e-03 3.171475e-03 3.756008e-03 4.140067e-03
[14,] 1.696762e-03 2.540344e-03 3.468316e-03 4.332803e-03 4.986374e-03
[15,] 1.518726e-03 2.417076e-03 3.505637e-03 4.643410e-03 5.639640e-03
[16,] 1.251745e-03 2.119221e-03 3.269385e-03 4.603176e-03 5.930844e-03
[17,] 9.503124e-04 1.712429e-03 2.812425e-03 4.215266e-03 5.777199e-03
[18,] 6.650328e-04 1.276142e-03 2.232772e-03 3.565992e-03 5.207544e-03
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[21,] 1.427444e-04 3.320837e-04 7.055585e-04 1.370563e-03 2.437447e-03
[22,] 7.435925e-05 1.847941e-04 4.196393e-04 8.717196e-04 1.658640e-03
[23,] 3.676073e-05 9.769554e-05 2.373453e-04 5.276646e-04 1.074804e-03
[24,] 1.754880e-05 4.991592e-05 1.298110e-04 3.089451e-04 6.736232e-04
[25,] 8.248013e-06 2.511106e-05 6.988214e-05 1.779175e-04 4.147918e-04
[26,] 3.872365e-06 1.260439e-05 3.748035e-05 1.018914e-04 2.534405e-04
[27,] 1.819591e-06 6.318764e-06 2.003051e-05 5.800002e-05 1.535149e-04
[28,] 8.455755e-07 3.125569e-06 1.053827e-05 3.242774e-05 9.112740e-05
[29,] 3.810918e-07 1.496783e-06 5.358694e-06 1.749648e-05 5.212964e-05
[30,] 1.633930e-07 6.811850e-07 2.587211e-06 8.956450e-06 2.827526e-05
[31,] 6.566155e-08 2.904316e-07 1.169837e-06 4.292814e-06 1.435839e-05
[32,] 2.448730e-08 1.149010e-07 4.908010e-07 1.909236e-06 6.766806e-06
[33,] 8.422619e-09 4.192809e-08 1.899491e-07 7.834428e-07 2.943070e-06
[34,] 2.662185e-09 1.406139e-08 6.757499e-08 2.955742e-07 1.177187e-06
[35,] 7.715801e-10 4.324845e-09 2.205131e-08 1.023103e-07 4.321089e-07
[36,] 2.047981e-10 1.218381e-09 6.592198e-09 3.244948e-08 1.453701e-07
[37,] 4.974421e-11 3.141463e-10 1.803991e-09 9.422885e-09 4.478503e-08
[38,] 1.105162e-11 7.409815e-11 4.516799e-10 2.503941e-09 1.262796e-08
[39,] 2.245132e-12 1.598343e-11 1.034366e-10 6.086624e-10 3.257740e-09
[40,] 4.169626e-13 3.152261e-12 2.166017e-11 1.353107e-10 7.687177e-10
[41,] 7.078201e-14 5.683176e-13 4.146828e-12 2.750481e-11 1.658810e-10
[42,] 1.098161e-14 9.365253e-14 7.257309e-13 5.111402e-12 3.272916e-11
[43,] 1.556976e-15 1.410455e-14 1.160883e-13 8.683012e-13 5.903660e-12
[44,] 2.017135e-16 1.941204e-15 1.697119e-14 1.348198e-13 9.734337e-13
[45,] 2.387762e-17 2.441289e-16 2.267293e-15 1.913143e-14 1.467046e-13
[46,] 2.582401e-18 2.805263e-17 2.767848e-16 2.480937e-15 2.020667e-14
[47,] 2.551562e-19 2.945134e-18 3.087336e-17 2.939845e-16 2.543442e-15
[48,] 2.303125e-20 2.824819e-19 3.146353e-18 3.183062e-17 2.925461e-16
[49,] 1.899046e-21 2.475177e-20 2.929452e-19 3.148831e-18 3.074546e-17
[50,] 1.430352e-22 1.981218e-21 2.491721e-20 2.845860e-19 2.952271e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
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[10,] 3.044715e-03 4.247443e-03 6.024362e-03 8.332212e-03 1.097570e-02
[11,] 3.074490e-03 3.847748e-03 5.150153e-03 7.050588e-03 9.465939e-03
[12,] 3.534263e-03 3.944714e-03 4.758845e-03 6.144094e-03 8.135428e-03
[13,] 4.350301e-03 4.536782e-03 4.937786e-03 5.795827e-03 7.259829e-03
[14,] 5.358032e-03 5.512363e-03 5.653411e-03 6.060697e-03 6.981492e-03
[15,] 6.329991e-03 6.664784e-03 6.760491e-03 6.877471e-03 7.324932e-03
[16,] 7.027070e-03 7.727056e-03 8.019007e-03 8.078249e-03 8.213493e-03
[17,] 7.264942e-03 8.432898e-03 9.133170e-03 9.402543e-03 9.471535e-03
[18,] 6.971504e-03 8.592306e-03 9.820493e-03 1.053817e-02 1.083160e-02
[19,] 6.207741e-03 8.151490e-03 9.894569e-03 1.119729e-02 1.197655e-02
[20,] 5.139830e-03 7.206337e-03 9.324752e-03 1.120448e-02 1.262229e-02
[21,] 3.975467e-03 5.960053e-03 8.239636e-03 1.055316e-02 1.260906e-02
[22,] 2.895234e-03 4.645499e-03 6.869708e-03 9.396736e-03 1.195068e-02
[23,] 2.008661e-03 3.450129e-03 5.458338e-03 7.976905e-03 1.081119e-02
[24,] 1.347274e-03 2.475345e-03 4.185458e-03 6.528130e-03 9.421443e-03
[25,] 8.864720e-04 1.738874e-03 3.135465e-03 5.207163e-03 7.984554e-03
[26,] 5.773280e-04 1.205729e-03 2.311682e-03 4.075376e-03 6.620256e-03
[27,] 3.717198e-04 8.242172e-04 1.675452e-03 3.126843e-03 5.367154e-03
[28,] 2.340377e-04 5.497974e-04 1.182632e-03 2.332252e-03 4.223413e-03
[29,] 1.418244e-04 3.526055e-04 8.018692e-04 1.669878e-03 3.188864e-03
[30,] 8.145322e-05 2.142642e-04 5.151060e-04 1.132896e-03 2.282272e-03
[31,] 4.379857e-05 1.219235e-04 3.099717e-04 7.203829e-04 1.532132e-03
[32,] 2.186271e-05 6.442913e-05 1.733112e-04 4.258963e-04 9.570973e-04
[33,] 1.007464e-05 3.144410e-05 8.953998e-05 2.328111e-04 5.532333e-04
[34,] 4.270935e-06 1.412315e-05 4.259332e-05 1.172393e-04 2.947886e-04
[35,] 1.662059e-06 5.825048e-06 1.861274e-05 5.426037e-05 1.444376e-04
[36,] 5.929455e-07 2.203118e-06 7.460890e-06 2.304432e-05 6.496881e-05
[37,] 1.937565e-07 7.634080e-07 2.740759e-06 8.971767e-06 2.679859e-05
[38,] 5.795969e-08 2.422130e-07 9.220940e-07 3.199843e-06 1.012931e-05
[39,] 1.586555e-08 7.033642e-08 2.839953e-07 1.044980e-06 3.506572e-06
[40,] 3.973019e-09 1.868846e-08 8.004562e-08 3.123662e-07 1.111359e-06
[41,] 9.099723e-10 4.542307e-09 2.064171e-08 8.544346e-08 3.223798e-07
[42,] 1.905907e-10 1.009735e-09 4.869093e-09 2.138249e-08 8.556988e-08
[43,] 3.649867e-11 2.052565e-10 1.050437e-09 4.894663e-09 2.077917e-08
[44,] 6.389984e-12 3.814933e-11 2.072284e-10 1.024719e-09 4.615484e-09
[45,] 1.022634e-12 6.482220e-12 3.737903e-11 1.961746e-10 9.376105e-10
[46,] 1.495880e-13 1.006844e-12 6.163927e-12 3.433872e-11 1.741756e-10
[47,] 1.999810e-14 1.429415e-13 9.291601e-13 5.495136e-12 2.958407e-11
[48,] 2.443217e-15 1.854708e-14 1.280228e-13 8.038644e-13 4.593972e-12
[49,] 2.727616e-16 2.199263e-15 1.612162e-14 1.074868e-13 6.521286e-13
[50,] 2.782429e-17 2.383047e-16 1.855329e-15 1.313586e-14 8.461618e-14
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.765919e-03 1.407808e-03 1.095704e-03 8.314215e-04 6.104911e-04
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[10,] 1.364549e-02 1.599889e-02 1.774833e-02 1.872045e-02 1.886853e-02
[11,] 1.216369e-02 1.481797e-02 1.709505e-02 1.873205e-02 1.958021e-02
[12,] 1.060309e-02 1.327898e-02 1.582910e-02 1.793972e-02 1.938294e-02
[13,] 9.317146e-03 1.178521e-02 1.436386e-02 1.672171e-02 1.857847e-02
[14,] 8.528166e-03 1.062744e-02 1.304177e-02 1.544764e-02 1.753145e-02
[15,] 8.334877e-03 9.964689e-03 1.207255e-02 1.437174e-02 1.653155e-02
[16,] 8.743512e-03 9.862491e-03 1.155909e-02 1.362469e-02 1.573950e-02
[17,] 9.678786e-03 1.032746e-02 1.155431e-02 1.327522e-02 1.522858e-02
[18,] 1.097163e-02 1.130130e-02 1.208364e-02 1.338683e-02 1.506231e-02
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[21,] 1.419868e-02 1.528645e-02 1.602127e-02 1.665512e-02 1.741042e-02
[22,] 1.423646e-02 1.605116e-02 1.736208e-02 1.830334e-02 1.908835e-02
[23,] 1.366367e-02 1.622633e-02 1.829076e-02 1.981665e-02 2.091761e-02
[24,] 1.263440e-02 1.583392e-02 1.868723e-02 2.097351e-02 2.264463e-02
[25,] 1.134208e-02 1.499207e-02 1.854962e-02 2.164999e-02 2.406355e-02
[26,] 9.936440e-03 1.382907e-02 1.793147e-02 2.179601e-02 2.503041e-02
[27,] 8.492660e-03 1.242504e-02 1.687287e-02 2.137471e-02 2.542288e-02
[28,] 7.036785e-03 1.081448e-02 1.538036e-02 2.032684e-02 2.509768e-02
[29,] 5.593837e-03 9.033454e-03 1.346698e-02 1.859898e-02 2.390330e-02
[30,] 4.217878e-03 7.164717e-03 1.121307e-02 1.621756e-02 2.175919e-02
[31,] 2.986174e-03 5.342647e-03 8.793039e-03 1.334790e-02 1.875082e-02
[32,] 1.969349e-03 3.715937e-03 6.441936e-03 1.028471e-02 1.516607e-02
[33,] 1.202895e-03 2.396464e-03 4.382172e-03 7.370787e-03 1.143400e-02
[34,] 6.778244e-04 1.427117e-03 2.755718e-03 4.889925e-03 7.993252e-03
[35,] 3.514317e-04 7.825268e-04 1.597020e-03 2.992818e-03 5.161799e-03
[36,] 1.673523e-04 3.943243e-04 8.511250e-04 1.685841e-03 3.070880e-03
[37,] 7.310964e-05 1.823706e-04 4.165341e-04 8.725606e-04 1.679922e-03
[38,] 2.927636e-05 7.734144e-05 1.870006e-04 4.144935e-04 8.439264e-04
[39,] 1.074016e-05 3.005727e-05 7.695908e-05 1.805632e-04 3.889559e-04
[40,] 3.608056e-06 1.069954e-05 2.901854e-05 7.208980e-05 1.643544e-04
[41,] 1.109600e-06 3.487439e-06 1.002120e-05 2.636695e-05 6.363985e-05
[42,] 3.123050e-07 1.040526e-06 3.168546e-06 8.831599e-06 2.257233e-05
[43,] 8.043019e-08 2.841215e-07 9.170382e-07 2.708277e-06 7.331463e-06
[44,] 1.894999e-08 7.098668e-08 2.428912e-07 7.601916e-07 2.180040e-06
[45,] 4.083935e-09 1.622545e-08 5.886451e-08 1.952739e-07 5.933433e-07
[46,] 8.049481e-10 3.392336e-09 1.305101e-08 4.589685e-08 1.477872e-07
[47,] 1.450839e-10 6.486689e-10 2.646789e-09 9.868977e-09 3.368108e-08
[48,] 2.391022e-11 1.134270e-10 4.909345e-10 1.941121e-09 7.022488e-09
[49,] 3.602570e-12 1.813545e-11 8.327276e-11 3.491949e-10 1.339346e-09
[50,] 4.962083e-13 2.651024e-12 1.291546e-11 5.744706e-11 2.336355e-10
             [,16]        [,17]        [,18]        [,19]        [,20]
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 [4,] 4.264960e-09 1.309806e-09 3.680362e-10 9.443009e-11 2.209051e-11
 [5,] 2.071179e-08 6.750584e-09 2.014113e-09 5.489522e-10 1.364552e-10
 [6,] 9.189951e-08 3.178182e-08 1.006734e-08 2.914399e-09 7.697163e-10
 [7,] 3.726051e-07 1.366952e-07 4.596288e-08 1.413093e-08 3.964966e-09
 [8,] 1.380638e-06 5.371611e-07 1.916856e-07 6.257766e-08 1.865220e-08
 [9,] 4.675971e-06 1.928767e-06 7.302898e-07 2.531153e-07 8.013444e-08
[10,] 1.447776e-05 6.328994e-06 2.541932e-06 9.351818e-07 3.144316e-07
[11,] 4.098829e-05 1.898172e-05 8.084318e-06 3.156356e-06 1.126872e-06
[12,] 1.061339e-04 5.204292e-05 2.349581e-05 9.732590e-06 3.688870e-06
[13,] 2.514276e-04 1.304693e-04 6.241295e-05 2.742040e-05 1.103108e-05
[14,] 5.451186e-04 2.991517e-04 1.515588e-04 7.059649e-05 3.013644e-05
[15,] 1.082128e-03 6.275600e-04 3.365247e-04 1.661251e-04 7.522688e-05
[16,] 1.967965e-03 1.204996e-03 6.834746e-04 3.573836e-04 1.716084e-04
[17,] 3.281167e-03 2.119009e-03 1.270250e-03 7.031152e-04 3.578478e-04
[18,] 5.020689e-03 3.415489e-03 2.161697e-03 1.265687e-03 6.823690e-04
[19,] 7.061545e-03 5.052283e-03 3.371857e-03 2.086283e-03 1.190610e-03
[20,] 9.151980e-03 6.872418e-03 4.828533e-03 3.153063e-03 1.902851e-03
[21,] 1.097478e-02 8.625555e-03 6.365541e-03 4.379133e-03 2.790813e-03
[22,] 1.226171e-02 1.004712e-02 7.763047e-03 5.611626e-03 3.768801e-03
[23,] 1.291064e-02 1.096869e-02 8.832115e-03 6.682540e-03 4.714693e-03
[24,] 1.303908e-02 1.140303e-02 9.506838e-03 7.486594e-03 5.522183e-03
[25,] 1.293378e-02 1.154816e-02 9.889717e-03 8.045814e-03 6.162873e-03
[26,] 1.291383e-02 1.169537e-02 1.021232e-02 8.515849e-03 6.720335e-03
[27,] 1.317849e-02 1.208353e-02 1.072035e-02 9.115946e-03 7.364556e-03
[28,] 1.372345e-02 1.277942e-02 1.154194e-02 1.001132e-02 8.267166e-03
[29,] 1.436958e-02 1.365248e-02 1.261524e-02 1.121281e-02 9.498417e-03
[30,] 1.488319e-02 1.445750e-02 1.371975e-02 1.255610e-02 1.096735e-02
[31,] 1.511771e-02 1.497592e-02 1.459469e-02 1.377790e-02 1.244748e-02
[32,] 1.510505e-02 1.513818e-02 1.507677e-02 1.464722e-02 1.367946e-02
[33,] 1.506135e-02 1.507017e-02 1.518488e-02 1.507805e-02 1.449307e-02
[34,] 1.531506e-02 1.505421e-02 1.511875e-02 1.516775e-02 1.488092e-02
[35,] 1.618621e-02 1.543117e-02 1.518688e-02 1.515511e-02 1.499198e-02
[36,] 1.784933e-02 1.647684e-02 1.570089e-02 1.533278e-02 1.506421e-02
[37,] 2.021629e-02 1.827978e-02 1.686476e-02 1.595136e-02 1.533999e-02
[38,] 2.288742e-02 2.065201e-02 1.867666e-02 1.713210e-02 1.599288e-02
[39,] 2.521641e-02 2.311711e-02 2.086969e-02 1.879554e-02 1.706761e-02
[40,] 2.649572e-02 2.501226e-02 2.293252e-02 2.062939e-02 1.843291e-02
[41,] 2.620200e-02 2.569412e-02 2.423746e-02 2.213398e-02 1.977027e-02
[42,] 2.419304e-02 2.477192e-02 2.424970e-02 2.276297e-02 2.063446e-02
[43,] 2.075981e-02 2.225862e-02 2.273106e-02 2.211937e-02 2.059319e-02
[44,] 1.651078e-02 1.856397e-02 1.983683e-02 2.011709e-02 1.939621e-02
[45,] 1.215169e-02 1.433641e-02 1.605544e-02 1.702234e-02 1.708825e-02
[46,] 8.267977e-03 1.023737e-02 1.202536e-02 1.335251e-02 1.400157e-02
[47,] 5.196989e-03 6.753384e-03 8.323651e-03 9.688425e-03 1.063199e-02
[48,] 3.016110e-03 4.113003e-03 5.319808e-03 6.494090e-03 7.465818e-03
[49,] 1.615318e-03 2.311379e-03 3.137461e-03 4.017854e-03 4.841692e-03
[50,] 7.979203e-04 1.197967e-03 1.706650e-03 2.293114e-03 2.897452e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 9.639839e-15 1.555329e-15 2.280840e-16 3.038665e-17 3.676432e-18
 [2,] 8.312886e-14 1.425853e-14 2.223111e-15 3.149166e-16 4.051452e-17
 [3,] 6.545594e-13 1.193522e-13 1.978435e-14 2.979864e-15 4.076414e-16
 [4,] 4.706140e-12 9.122026e-13 1.607599e-13 2.574454e-14 3.744799e-15
 [5,] 3.089628e-11 6.365935e-12 1.192704e-12 2.030789e-13 3.140972e-14
 [6,] 1.852164e-10 4.056465e-11 8.079593e-12 1.462641e-12 2.405393e-13
 [7,] 1.013895e-09 2.360226e-10 4.997497e-11 9.618480e-12 1.681887e-12
 [8,] 5.068231e-09 1.253967e-09 2.822449e-10 5.775294e-11 1.073737e-11
 [9,] 2.313561e-08 6.083502e-09 1.455512e-09 3.166246e-10 6.258821e-11
[10,] 9.644513e-08 2.695041e-08 6.853750e-09 1.584975e-09 3.331069e-10
[11,] 3.671733e-07 1.090268e-07 2.946941e-08 7.244584e-09 1.618733e-09
[12,] 1.276654e-06 4.027824e-07 1.157058e-07 3.023598e-08 7.182439e-09
[13,] 4.054264e-06 1.358926e-06 4.148511e-07 1.152296e-07 2.909920e-08
[14,] 1.176031e-05 4.187272e-06 1.358309e-06 4.010002e-07 1.076491e-07
[15,] 3.116270e-05 1.178439e-05 4.061595e-06 1.274331e-06 3.636407e-07
[16,] 7.544293e-05 3.029467e-05 1.109222e-05 3.698296e-06 1.121725e-06
[17,] 1.668985e-04 7.114960e-05 2.767028e-05 9.802604e-06 3.159969e-06
[18,] 3.374943e-04 1.526959e-04 6.306120e-05 2.373374e-05 8.130446e-06
[19,] 6.241282e-04 2.995727e-04 1.313420e-04 5.250368e-05 1.911064e-05
[20,] 1.056438e-03 5.376488e-04 2.501417e-04 1.061742e-04 4.105247e-05
[21,] 1.639232e-03 8.838259e-04 4.360832e-04 1.964451e-04 8.065561e-05
[22,] 2.338181e-03 1.333907e-03 6.972903e-04 3.331090e-04 1.451393e-04
[23,] 3.081668e-03 1.856385e-03 1.026436e-03 5.193205e-04 2.398709e-04
[24,] 3.787577e-03 2.401275e-03 1.400556e-03 7.487935e-04 3.659679e-04
[25,] 4.409344e-03 2.927029e-03 1.793004e-03 1.009228e-03 5.202846e-04
[26,] 4.977693e-03 3.435643e-03 2.196394e-03 1.294263e-03 7.003133e-04
[27,] 5.607002e-03 3.994008e-03 2.645204e-03 1.620350e-03 9.141583e-04
[28,] 6.449017e-03 4.719373e-03 3.220142e-03 2.037939e-03 1.191079e-03
[29,] 7.608545e-03 5.724299e-03 4.021142e-03 2.624057e-03 1.583911e-03
[30,] 9.066563e-03 7.044523e-03 5.113865e-03 3.450853e-03 2.155338e-03
[31,] 1.066141e-02 8.592786e-03 6.476460e-03 4.540753e-03 2.948175e-03
[32,] 1.214845e-02 1.017438e-02 7.982359e-03 5.833796e-03 3.952611e-03
[33,] 1.330883e-02 1.156441e-02 9.438872e-03 7.193045e-03 5.091765e-03
[34,] 1.404514e-02 1.260495e-02 1.066596e-02 8.453507e-03 6.241084e-03
[35,] 1.441170e-02 1.326496e-02 1.156952e-02 9.489701e-03 7.276385e-03
[36,] 1.457393e-02 1.363236e-02 1.216528e-02 1.026033e-02 8.122949e-03
[37,] 1.473381e-02 1.385527e-02 1.254455e-02 1.080294e-02 8.773665e-03
[38,] 1.506366e-02 1.407721e-02 1.281416e-02 1.118828e-02 9.265655e-03
[39,] 1.566131e-02 1.439783e-02 1.305301e-02 1.147232e-02 9.636610e-03
[40,] 1.651481e-02 1.485497e-02 1.330052e-02 1.167815e-02 9.896071e-03
[41,] 1.747320e-02 1.540700e-02 1.355830e-02 1.180628e-02 1.002958e-02
[42,] 1.824835e-02 1.591374e-02 1.378133e-02 1.184621e-02 1.002149e-02
[43,] 1.848054e-02 1.614408e-02 1.386231e-02 1.176868e-02 9.867199e-03
[44,] 1.786524e-02 1.583808e-02 1.363947e-02 1.150921e-02 9.561858e-03
[45,] 1.628661e-02 1.481276e-02 1.294941e-02 1.097305e-02 9.081830e-03
[46,] 1.388291e-02 1.305746e-02 1.170847e-02 1.007649e-02 8.386265e-03
[47,] 1.100342e-02 1.075968e-02 9.973524e-03 8.804602e-03 7.447210e-03
[48,] 8.080618e-03 8.242587e-03 7.940028e-03 7.244930e-03 6.287788e-03
[49,] 5.486521e-03 5.849608e-03 5.875578e-03 5.570417e-03 4.997496e-03
[50,] 3.439680e-03 3.837523e-03 4.027249e-03 3.980327e-03 3.710447e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.038317e-19 4.026311e-20 3.643099e-21 2.991106e-22 2.228144e-23
 [2,] 4.732332e-18 5.017499e-19 4.828001e-20 4.215539e-21 3.339614e-22
 [3,] 5.063257e-17 5.708798e-18 5.841700e-19 5.424362e-20 4.570065e-21
 [4,] 4.946106e-16 5.930318e-17 6.453346e-18 6.372597e-19 5.709783e-20
 [5,] 4.411416e-15 5.624569e-16 6.508881e-17 6.835310e-18 6.513126e-19
 [6,] 3.592315e-14 4.870559e-15 5.993818e-16 6.693817e-17 6.783158e-18
 [7,] 2.670877e-13 3.850772e-14 5.039383e-15 5.984999e-16 6.449817e-17
 [8,] 1.813085e-12 2.779695e-13 3.868372e-14 4.885727e-15 5.599330e-16
 [9,] 1.123748e-11 1.832012e-12 2.711175e-13 3.641413e-14 4.438116e-15
[10,] 6.359290e-11 1.102408e-11 1.734866e-12 2.477919e-13 3.211703e-14
[11,] 3.285791e-10 6.056785e-11 1.013573e-11 1.539508e-12 2.122010e-13
[12,] 1.550122e-09 3.038290e-10 5.406630e-11 8.732829e-12 1.280074e-12
[13,] 6.677168e-09 1.391580e-09 2.633200e-10 4.522823e-11 7.050194e-12
[14,] 2.626180e-08 5.819459e-09 1.170926e-09 2.138688e-10 3.545247e-11
[15,] 9.431319e-08 2.222085e-08 4.754115e-09 9.233649e-10 1.627704e-10
[16,] 3.092792e-07 7.747359e-08 1.762439e-08 3.639950e-09 6.823301e-10
[17,] 9.261563e-07 2.466506e-07 5.965943e-08 1.310169e-08 2.611652e-09
[18,] 2.532890e-06 7.171035e-07 1.844145e-07 4.306205e-08 9.127665e-09
[19,] 6.327405e-06 1.904231e-06 5.206177e-07 1.292547e-07 2.913194e-08
[20,] 1.444307e-05 4.619775e-06 1.342635e-06 3.543842e-07 8.492282e-08
[21,] 3.014379e-05 1.024532e-05 3.164601e-06 8.878878e-07 2.261935e-07
[22,] 5.759387e-05 2.079196e-05 6.823413e-06 2.034436e-06 5.508553e-07
[23,] 1.009762e-04 3.869170e-05 1.348268e-05 4.269749e-06 1.228234e-06
[24,] 1.631791e-04 6.627965e-05 2.449711e-05 8.232262e-06 2.513830e-06
[25,] 2.450632e-04 1.052725e-04 4.118801e-05 1.466275e-05 4.746030e-06
[26,] 3.469402e-04 1.570196e-04 6.481465e-05 2.437118e-05 8.339904e-06
[27,] 4.734232e-04 2.244777e-04 9.726012e-05 3.844853e-05 1.385186e-05
[28,] 6.406043e-04 3.161717e-04 1.428855e-04 5.902619e-05 2.225958e-05
[29,] 8.812317e-04 4.506307e-04 2.113247e-04 9.072303e-05 3.560649e-05
[30,] 1.241576e-03 6.577435e-04 3.197322e-04 1.423655e-04 5.798721e-05
[31,] 1.765987e-03 9.729923e-04 4.918977e-04 2.277606e-04 9.645275e-05
[32,] 2.472671e-03 1.423444e-03 7.520259e-04 3.638530e-04 1.609610e-04
[33,] 3.333256e-03 2.010443e-03 1.113782e-03 5.653540e-04 2.624301e-04
[34,] 4.271711e-03 2.699460e-03 1.569536e-03 8.372095e-04 4.087509e-04
[35,] 5.189216e-03 3.426792e-03 2.087368e-03 1.168979e-03 6.002338e-04
[36,] 6.003628e-03 4.123260e-03 2.620664e-03 1.535869e-03 8.273873e-04
[37,] 6.678612e-03 4.741664e-03 3.126733e-03 1.907816e-03 1.073504e-03
[38,] 7.222121e-03 5.268985e-03 3.582547e-03 2.261832e-03 1.321545e-03
[39,] 7.656653e-03 5.713879e-03 3.985436e-03 2.588650e-03 1.560904e-03
[40,] 7.986494e-03 6.079643e-03 4.337366e-03 2.887570e-03 1.788400e-03
[41,] 8.188664e-03 6.345693e-03 4.625566e-03 3.152697e-03 2.001614e-03
[42,] 8.231830e-03 6.473618e-03 4.816817e-03 3.362236e-03 2.189394e-03
[43,] 8.101855e-03 6.432014e-03 4.871876e-03 3.481491e-03 2.328136e-03
[44,] 7.808785e-03 6.217674e-03 4.768963e-03 3.479344e-03 2.388915e-03
[45,] 7.370861e-03 5.855255e-03 4.517259e-03 3.346223e-03 2.351772e-03
[46,] 6.795012e-03 5.378281e-03 4.150417e-03 3.099959e-03 2.217075e-03
[47,] 6.076167e-03 4.810809e-03 3.707415e-03 2.775941e-03 2.005792e-03
[48,] 5.218191e-03 4.166084e-03 3.217384e-03 2.410426e-03 1.749201e-03
[49,] 4.257686e-03 3.460835e-03 2.698806e-03 2.029543e-03 1.476127e-03
[50,] 3.268861e-03 2.729588e-03 2.169370e-03 1.649499e-03 1.206021e-03

> 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  
    -8.8586       0.2473  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1rui11197031578.ps tmp/1rui11197031578.png")
> system("convert tmp/24qf11197031578.ps tmp/24qf11197031578.png")
> system("convert tmp/3140o1197031578.ps tmp/3140o1197031578.png")
> system("convert tmp/4kg5l1197031578.ps tmp/4kg5l1197031578.png")
> system("convert tmp/5kf9c1197031578.ps tmp/5kf9c1197031578.png")
> system("convert tmp/6rafp1197031578.ps tmp/6rafp1197031578.png")
> system("convert tmp/7rp4x1197031578.ps tmp/7rp4x1197031578.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.367   2.321   4.749