R version 2.7.2 (2008-08-25)
Copyright (C) 2008 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.

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(102.2,123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7,117.5,120.6,127.5,112.3,124.5,112.4)
> y <- c(41.1,58,63,53.8,54.7,55.5,56.1,69.6,69.4,57.2,68,53.3,47.9,60.8,61.7,57.8,51.4,50.5,48.1,58.7,54,56.1,60.4,51.2,50.7,56.4,53.3,52.6,47.7,49.5,48.5,55.3,49.8,57.4,64.6,53,41.5,55.9,58.4,53.5,50.6,58.5,49.1,61.1,52.3,58.4,65.5,61.7,45.1,52.1,59.3,57.9,45,64.9,63.8,69.4,71.1,62.9,73.5,62.6)
> x <- c(113.5,121.2,130.4,115.2,117.9,110.7,107.6,124.3,115.1,112.5,127.9,117.4,119.3,130.4,126,125.4,130.5,115.9,108.7,124,119.4,118.6,131.3,111.1,124.8,132.3,126.7,131.7,130.9,122.1,113.2,133.6,119.2,129.4,131.4,117.1,130.5,132.3,140.8,137.5,128.6,126.7,120.8,139.3,128.6,131.3,136.3,128.8,133.2,136.3,151.1,145,134.4,135.7,128.7,129.2,138.6,132.7,132.5,135.2)
> par7 = 'Consumptiegoederen'
> par6 = 'Tabak'
> par5 = 'Voeding en drank'
> 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/freestat/rcomp/tmp/14gbc1226069085.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/freestat/rcomp/tmp/2ic511226069085.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/freestat/rcomp/tmp/33dwx1226069085.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/freestat/rcomp/tmp/4i8c81226069085.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/freestat/rcomp/tmp/5kuck1226069085.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  
    25.6954       0.2433  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/66boo1226069085.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] 35.66313 36.54627 37.42941 38.31255 39.19568 40.07882 40.96196 41.84509
 [9] 42.72823 43.61137 44.49451 45.37764 46.26078 47.14392 48.02706 48.91019
[17] 49.79333 50.67647 51.55961 52.44274 53.32588 54.20902 55.09216 55.97529
[25] 56.85843 57.74157 58.62471 59.50784 60.39098 61.27412 62.15726 63.04039
[33] 63.92353 64.80667 65.68981 66.57294 67.45608 68.33922 69.22236 70.10549
[41] 70.98863 71.87177 72.75491 73.63804 74.52118 75.40432 76.28745 77.17059
[49] 78.05373 78.93687

$yords
 [1]  90.72954  91.70180  92.67406  93.64633  94.61859  95.59085  96.56312
 [8]  97.53538  98.50765  99.47991 100.45217 101.42444 102.39670 103.36897
[15] 104.34123 105.31349 106.28576 107.25802 108.23028 109.20255 110.17481
[22] 111.14708 112.11934 113.09160 114.06387 115.03613 116.00840 116.98066
[29] 117.95292 118.92519 119.89745 120.86972 121.84198 122.81424 123.78651
[36] 124.75877 125.73103 126.70330 127.67556 128.64783 129.62009 130.59235
[43] 131.56462 132.53688 133.50915 134.48141 135.45367 136.42594 137.39820
[50] 138.37046

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.518203e-04 1.523271e-03 2.307080e-03 3.306478e-03 4.484610e-03
 [2,] 1.061875e-03 1.740980e-03 2.703674e-03 3.975114e-03 5.532459e-03
 [3,] 1.116047e-03 1.869059e-03 2.971251e-03 4.477579e-03 6.392132e-03
 [4,] 1.119647e-03 1.901749e-03 3.081933e-03 4.749208e-03 6.945821e-03
 [5,] 1.101599e-03 1.868118e-03 3.056468e-03 4.788792e-03 7.151973e-03
 [6,] 1.115576e-03 1.835144e-03 2.971543e-03 4.673925e-03 7.073940e-03
 [7,] 1.236906e-03 1.903793e-03 2.955469e-03 4.557950e-03 6.881705e-03
 [8,] 1.555025e-03 2.199046e-03 3.174661e-03 4.651942e-03 6.829424e-03
 [9,] 2.160039e-03 2.853496e-03 3.812994e-03 5.197697e-03 7.219410e-03
[10,] 3.121689e-03 3.982327e-03 5.042810e-03 6.433828e-03 8.360977e-03
[11,] 4.461658e-03 5.648665e-03 6.984689e-03 8.551670e-03 1.052344e-02
[12,] 6.126050e-03 7.824550e-03 9.657936e-03 1.163850e-02 1.387686e-02
[13,] 7.970530e-03 1.036146e-02 1.293449e-02 1.561619e-02 1.842084e-02
[14,] 9.771083e-03 1.298894e-02 1.651894e-02 2.019845e-02 2.391961e-02
[15,] 1.126528e-02 1.535399e-02 1.997635e-02 2.489666e-02 2.987779e-02
[16,] 1.221490e-02 1.709715e-02 2.281336e-02 2.909258e-02 3.558882e-02
[17,] 1.246838e-02 1.794210e-02 2.459260e-02 3.216778e-02 4.026200e-02
[18,] 1.199916e-02 1.776595e-02 2.504137e-02 3.365023e-02 4.319669e-02
[19,] 1.090605e-02 1.662418e-02 2.411461e-02 3.332607e-02 4.394566e-02
[20,] 9.378260e-03 1.472396e-02 2.199206e-02 3.127861e-02 4.241191e-02
[21,] 7.641725e-03 1.236107e-02 1.901717e-02 2.784789e-02 3.885160e-02
[22,] 5.907166e-03 9.846382e-03 1.560590e-02 2.353388e-02 3.379317e-02
[23,] 4.334680e-03 7.445558e-03 1.215735e-02 1.888077e-02 2.790763e-02
[24,] 3.019607e-03 5.344248e-03 8.988936e-03 1.437550e-02 2.187137e-02
[25,] 1.996210e-03 3.639503e-03 6.304452e-03 1.038026e-02 1.625344e-02
[26,] 1.251976e-03 2.350657e-03 4.192179e-03 7.104282e-03 1.144554e-02
[27,] 7.455703e-04 1.440908e-03 2.644455e-03 4.610560e-03 7.639939e-03
[28,] 4.234532e-04 8.417457e-04 1.588587e-03 2.847481e-03 4.849931e-03
[29,] 2.324236e-04 4.745352e-04 9.196401e-04 1.692387e-03 2.958902e-03
[30,] 1.271985e-04 2.660053e-04 5.279038e-04 9.946201e-04 1.780050e-03
[31,] 7.349265e-05 1.567375e-04 3.170983e-04 6.088322e-04 1.110026e-03
[32,] 4.786074e-05 1.036796e-04 2.129151e-04 4.146658e-04 7.663134e-04
[33,] 3.577979e-05 7.872362e-05 1.640537e-04 3.239043e-04 6.061521e-04
[34,] 2.919159e-05 6.545397e-05 1.389008e-04 2.790273e-04 5.307327e-04
[35,] 2.424701e-05 5.559282e-05 1.205805e-04 2.474441e-04 4.804846e-04
[36,] 1.955218e-05 4.593250e-05 1.020581e-04 2.144863e-04 4.263891e-04
[37,] 1.494382e-05 3.600620e-05 8.204497e-05 1.768058e-04 3.603509e-04
[38,] 1.071219e-05 2.648336e-05 6.191665e-05 1.368949e-04 2.862325e-04
[39,] 7.170347e-06 1.819258e-05 4.364953e-05 9.903738e-05 2.124985e-04
[40,] 4.473738e-06 1.164979e-05 2.868752e-05 6.680317e-05 1.471064e-04
[41,] 2.599892e-06 6.948812e-06 1.756270e-05 4.197582e-05 9.487112e-05
[42,] 1.406913e-06 3.859546e-06 1.001221e-05 2.456121e-05 5.697639e-05
[43,] 7.088506e-07 1.995906e-06 5.314346e-06 1.338089e-05 3.185994e-05
[44,] 3.325041e-07 9.609479e-07 2.626194e-06 6.787018e-06 1.658653e-05
[45,] 1.452064e-07 4.307313e-07 1.208234e-06 3.204949e-06 8.039244e-06
[46,] 5.903603e-08 1.797446e-07 5.175101e-07 1.408986e-06 3.627594e-06
[47,] 2.234550e-08 6.983080e-08 2.063612e-07 5.766789e-07 1.523927e-06
[48,] 7.874147e-09 2.525682e-08 7.660867e-08 2.197365e-07 5.960058e-07
[49,] 2.583200e-09 8.504553e-09 2.647701e-08 7.794915e-08 2.170091e-07
[50,] 7.889555e-10 2.666025e-09 8.519221e-09 2.574309e-08 7.356061e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.758020e-03 7.002994e-03 8.077116e-03 8.852717e-03 9.252949e-03
 [2,] 7.289887e-03 9.098243e-03 1.076540e-02 1.209668e-02 1.294596e-02
 [3,] 8.643022e-03 1.107135e-02 1.344475e-02 1.549941e-02 1.700363e-02
 [4,] 9.632260e-03 1.266290e-02 1.578692e-02 1.868426e-02 2.103483e-02
 [5,] 1.015516e-02 1.369186e-02 1.752401e-02 2.130369e-02 2.463790e-02
 [6,] 1.023989e-02 1.412771e-02 1.854681e-02 2.316108e-02 2.753815e-02
 [7,] 1.005731e-02 1.411973e-02 1.895778e-02 2.429093e-02 2.969380e-02
 [8,] 9.896044e-03 1.397424e-02 1.905695e-02 2.496051e-02 3.131803e-02
 [9,] 1.011534e-02 1.409563e-02 1.927345e-02 2.559654e-02 3.280700e-02
[10,] 1.109284e-02 1.491898e-02 2.007931e-02 2.667910e-02 3.461545e-02
[11,] 1.317396e-02 1.685254e-02 2.192023e-02 2.865497e-02 3.714786e-02
[12,] 1.661503e-02 2.022670e-02 2.517060e-02 3.189548e-02 4.071311e-02
[13,] 2.151118e-02 2.523173e-02 3.009115e-02 3.668090e-02 4.553733e-02
[14,] 2.771626e-02 3.183572e-02 3.676248e-02 4.316827e-02 5.178186e-02
[15,] 3.478639e-02 3.970245e-02 4.499347e-02 5.131416e-02 5.950802e-02
[16,] 4.198988e-02 4.815543e-02 5.424268e-02 6.076960e-02 6.857368e-02
[17,] 4.840956e-02 5.623319e-02 6.361111e-02 7.080743e-02 7.850785e-02
[18,] 5.312362e-02 6.284779e-02 7.194714e-02 8.034814e-02 8.844567e-02
[19,] 5.541114e-02 6.700931e-02 7.805533e-02 8.811324e-02 9.719050e-02
[20,] 5.491406e-02 6.804616e-02 8.095132e-02 9.287612e-02 1.034140e-01
[21,] 5.170536e-02 6.575138e-02 8.008348e-02 9.373653e-02 1.059427e-01
[22,] 4.625138e-02 6.041587e-02 7.545576e-02 9.033492e-02 1.040438e-01
[23,] 3.929186e-02 5.274953e-02 6.762280e-02 8.294583e-02 9.762339e-02
[24,] 3.167892e-02 4.372141e-02 5.756599e-02 7.242701e-02 8.727764e-02
[25,] 2.421751e-02 3.436423e-02 4.648740e-02 6.004006e-02 7.418153e-02
[26,] 1.754055e-02 2.558986e-02 3.557480e-02 4.719048e-02 5.984310e-02
[27,] 1.203920e-02 1.805524e-02 2.579535e-02 3.515619e-02 4.579229e-02
[28,] 7.854110e-03 1.210288e-02 1.776528e-02 2.487557e-02 3.329249e-02
[29,] 4.918049e-03 7.777896e-03 1.171781e-02 1.684375e-02 2.315163e-02
[30,] 3.028236e-03 4.901717e-03 7.559234e-03 1.112650e-02 1.566938e-02
[31,] 1.923246e-03 3.169998e-03 4.977763e-03 7.461517e-03 1.070588e-02
[32,] 1.344798e-03 2.243378e-03 3.562680e-03 5.397237e-03 7.822186e-03
[33,] 1.075821e-03 1.812427e-03 2.901857e-03 4.423415e-03 6.436052e-03
[34,] 9.562193e-04 1.632799e-03 2.644601e-03 4.067961e-03 5.953717e-03
[35,] 8.830296e-04 1.536381e-03 2.531960e-03 3.955162e-03 5.862855e-03
[36,] 8.018885e-04 1.426897e-03 2.402986e-03 3.831412e-03 5.787389e-03
[37,] 6.946445e-04 1.266608e-03 2.184845e-03 3.566026e-03 5.509017e-03
[38,] 5.659978e-04 1.058502e-03 1.872312e-03 3.132698e-03 4.958895e-03
[39,] 4.311774e-04 8.273855e-04 1.501503e-03 2.577112e-03 4.183757e-03
[40,] 3.063372e-04 6.032614e-04 1.123458e-03 1.978630e-03 3.295707e-03
[41,] 2.027674e-04 4.098199e-04 7.832909e-04 1.415773e-03 2.420000e-03
[42,] 1.249877e-04 2.592788e-04 5.086239e-04 9.435375e-04 1.655236e-03
[43,] 7.173497e-05 1.527364e-04 3.075261e-04 5.855309e-04 1.054264e-03
[44,] 3.833167e-05 8.376928e-05 1.731163e-04 3.383124e-04 6.252104e-04
[45,] 1.906929e-05 4.277386e-05 9.072938e-05 1.819880e-04 3.451951e-04
[46,] 8.831935e-06 2.033374e-05 4.426944e-05 9.114139e-05 1.774406e-04
[47,] 3.808196e-06 8.999092e-06 2.010959e-05 4.249445e-05 8.491542e-05
[48,] 1.528705e-06 3.707842e-06 8.504400e-06 1.844550e-05 3.783228e-05
[49,] 5.713067e-07 1.422279e-06 3.348309e-06 7.454017e-06 1.569207e-05
[50,] 1.987719e-07 5.079124e-07 1.227291e-06 2.804339e-06 6.059523e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.278028e-03 9.010794e-03 8.597152e-03 0.0082058461 0.0079797107
 [2,] 1.326128e-02 1.310766e-02 1.265582e-02 0.0121371366 0.0117772692
 [3,] 1.782499e-02 1.797738e-02 1.762821e-02 0.0170577972 0.0165806856
 [4,] 2.260436e-02 2.331947e-02 2.330267e-02 0.0228492750 0.0223474632
 [5,] 2.718497e-02 2.875514e-02 2.937925e-02 0.0293159123 0.0289861927
 [6,] 3.124408e-02 3.396035e-02 3.558534e-02 0.0362805224 0.0364366614
 [7,] 3.467504e-02 3.879682e-02 4.180044e-02 0.0436934109 0.0447602121
 [8,] 3.762990e-02 4.336943e-02 4.811817e-02 0.0516874380 0.0541797042
 [9,] 4.045370e-02 4.796832e-02 5.479263e-02 0.0605212606 0.0650113973
[10,] 4.354539e-02 5.291869e-02 6.207865e-02 0.0704084158 0.0774785395
[11,] 4.722401e-02 5.842127e-02 7.004679e-02 0.0813061665 0.0914723213
[12,] 5.167272e-02 6.447813e-02 7.848387e-02 0.0927849465 0.1063846225
[13,] 5.697622e-02 7.094603e-02 8.695034e-02 0.1040756007 0.1211307901
[14,] 6.319852e-02 7.767525e-02 9.497250e-02 0.1142997918 0.1343972437
[15,] 7.041603e-02 8.463054e-02 1.022602e-01 0.1227805001 0.1450282810
[16,] 7.865092e-02 9.189777e-02 1.088171e-01 0.1292735275 0.1523808955
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[33,] 0.1996838842 0.2036006309 0.2054698459 0.2047319193 0.2009775024
[34,] 0.1851414309 0.1889143232 0.1909349225 0.1907221892 0.1877767036
[35,] 0.1714280633 0.1752974949 0.1774333539 0.1775390648 0.1751841452
[36,] 0.1582709072 0.1626673781 0.1651035590 0.1654801195 0.1635347959
[37,] 0.1452358643 0.1506243923 0.1536992495 0.1544865053 0.1529073483
[38,] 0.1318626762 0.1385818465 0.1426633178 0.1441381743 0.1430502856
[39,] 0.1177937530 0.1259373782 0.1312874967 0.1337578531 0.1334098659
[40,] 0.1028959792 0.1122653702 0.1189347287 0.1226165322 0.1232810494
[41,] 0.0873461659 0.0974802143 0.1052625433 0.1101817616 0.1120405858
[42,] 0.0716359682 0.0819071196 0.0903663995 0.0963184058 0.0993750534
[43,] 0.0564749603 0.0662225911 0.0747835579 0.0813628179 0.0854129622
[44,] 0.0426181902 0.0512810408 0.0593540979 0.0660427852 0.0707109492
[45,] 0.0306824281 0.0378937880 0.0449950690 0.0512792439 0.0561057717
[46,] 0.0210176045 0.0266417145 0.0324735117 0.0379481996 0.0424939340
[47,] 0.0136691280 0.0177786945 0.0222527043 0.0266853102 0.0306187762
[48,] 0.0084251038 0.0112383061 0.0144457439 0.0177860078 0.0209290423
[49,] 0.0049134821 0.0067171688 0.0088660678 0.0112108368 0.0135370855
[50,] 0.0027073125 0.0037900256 0.0051353048 0.0066692418 0.0082669558
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 9.373905e-05 5.233691e-05 2.792978e-05 1.422226e-05 6.903321e-06
 [2,] 2.164701e-04 1.244505e-04 6.840176e-05 3.589039e-05 1.796339e-05
 [3,] 4.669244e-04 2.764781e-04 1.565872e-04 8.472481e-05 4.377288e-05
 [4,] 9.416391e-04 5.744710e-04 3.354888e-04 1.873734e-04 1.000620e-04
 [5,] 1.777862e-03 1.118053e-03 6.738463e-04 3.889624e-04 2.150511e-04
 [6,] 3.148555e-03 2.042328e-03 1.271672e-03 7.597787e-04 4.357224e-04
 [7,] 5.244149e-03 3.511215e-03 2.261494e-03 1.400893e-03 8.350233e-04
 [8,] 8.244783e-03 5.702519e-03 3.804222e-03 2.447536e-03 1.519342e-03
 [9,] 1.229636e-02 8.791496e-03 6.082025e-03 4.070400e-03 2.635727e-03
[10,] 1.750984e-02 1.294530e-02 9.294512e-03 6.476878e-03 4.378589e-03
[11,] 2.399796e-02 1.834013e-02 1.366556e-02 9.915082e-03 6.995423e-03
[12,] 3.194412e-02 2.520218e-02 1.946320e-02 1.468150e-02 1.078998e-02
[13,] 4.167067e-02 3.385477e-02 2.702445e-02 2.112825e-02 1.611942e-02
[14,] 5.365516e-02 4.473698e-02 3.676483e-02 2.965970e-02 2.338037e-02
[15,] 6.844962e-02 5.835639e-02 4.914735e-02 4.070480e-02 3.297840e-02
[16,] 8.649512e-02 7.515794e-02 6.459280e-02 5.465314e-02 4.527672e-02
[17,] 1.078792e-01 9.532867e-02 8.333471e-02 7.175197e-02 6.052240e-02
[18,] 1.321290e-01 1.185985e-01 1.052507e-01 9.197674e-02 7.875313e-02
[19,] 1.581393e-01 1.441186e-01 1.297257e-01 1.149055e-01 9.969608e-02
[20,] 1.842912e-01 1.704834e-01 1.556078e-01 1.396405e-01 1.226829e-01
[21,] 2.087388e-01 1.959152e-01 1.812958e-01 1.648209e-01 1.466152e-01
[22,] 2.297689e-01 2.185639e-01 2.049531e-01 1.887469e-01 1.700130e-01
[23,] 2.461070e-01 2.368293e-01 2.247973e-01 2.096049e-01 1.911625e-01
[24,] 2.570801e-01 2.496141e-01 2.393905e-01 2.257447e-01 2.083466e-01
[25,] 2.626160e-01 2.564510e-01 2.478594e-01 2.359492e-01 2.201166e-01
[26,] 2.631270e-01 2.575033e-01 2.500110e-01 2.396385e-01 2.255483e-01
[27,] 2.593489e-01 2.534697e-01 2.463337e-01 2.369718e-01 2.244266e-01
[28,] 2.521847e-01 2.454266e-01 2.378899e-01 2.288231e-01 2.173128e-01
[29,] 2.425688e-01 2.346298e-01 2.261133e-01 2.166230e-01 2.054624e-01
[30,] 2.313524e-01 2.222987e-01 2.125361e-01 2.020820e-01 1.905921e-01
[31,] 2.192246e-01 2.094274e-01 1.985058e-01 1.868528e-01 1.745350e-01
[32,] 2.066894e-01 1.966787e-01 1.849748e-01 1.722267e-01 1.588794e-01
[33,] 1.941076e-01 1.843968e-01 1.724336e-01 1.589639e-01 1.447031e-01
[34,] 1.817737e-01 1.727182e-01 1.609968e-01 1.473062e-01 1.324877e-01
[35,] 1.699671e-01 1.617064e-01 1.505779e-01 1.371372e-01 1.222178e-01
[36,] 1.589307e-01 1.514257e-01 1.410465e-01 1.281877e-01 1.135867e-01
[37,] 1.487776e-01 1.419126e-01 1.322883e-01 1.201781e-01 1.061943e-01
[38,] 1.393824e-01 1.330805e-01 1.241627e-01 1.128517e-01 9.965521e-02
[39,] 1.303412e-01 1.246395e-01 1.164218e-01 1.059288e-01 9.361034e-02
[40,] 1.210496e-01 1.161072e-01 1.086773e-01 9.906037e-02 8.769598e-02
[41,] 1.108888e-01 1.069313e-01 1.004614e-01 9.184416e-02 8.153822e-02
[42,] 9.944651e-02 9.667673e-02 9.136565e-02 8.391423e-02 7.480321e-02
[43,] 8.668197e-02 8.519458e-02 8.119157e-02 7.506063e-02 6.728341e-02
[44,] 7.296877e-02 7.270160e-02 7.004358e-02 6.531818e-02 5.897194e-02
[45,] 5.900483e-02 5.974126e-02 5.832609e-02 5.498228e-02 5.008413e-02
[46,] 4.563021e-02 4.704778e-02 4.664965e-02 4.454639e-02 4.101456e-02
[47,] 3.362159e-02 3.536608e-02 3.568418e-02 3.458703e-02 3.224692e-02
[48,] 2.352901e-02 2.528742e-02 2.600920e-02 2.563594e-02 2.424800e-02
[49,] 1.559551e-02 1.714590e-02 1.800379e-02 1.807628e-02 1.737672e-02
[50,] 9.766323e-03 1.099435e-02 1.180040e-02 1.208699e-02 1.182884e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.192603e-06 1.406962e-06 5.912206e-07 2.371562e-07 9.095073e-08
 [2,] 8.574943e-06 3.905662e-06 1.699013e-06 7.068992e-07 2.818075e-07
 [3,] 2.159768e-05 1.018459e-05 4.595824e-06 1.987890e-06 8.257704e-07
 [4,] 5.111694e-05 2.500632e-05 1.173210e-05 5.288327e-06 2.294432e-06
 [5,] 1.139693e-04 5.796917e-05 2.834425e-05 1.334532e-05 6.059648e-06
 [6,] 2.400780e-04 1.272618e-04 6.499727e-05 3.202810e-05 1.524086e-05
 [7,] 4.794018e-04 2.654161e-04 1.418616e-04 7.325430e-05 3.655010e-05
 [8,] 9.107034e-04 5.275034e-04 2.953914e-04 1.599023e-04 8.361107e-05
 [9,] 1.651764e-03 1.001833e-03 5.878377e-04 3.333430e-04 1.823891e-04
[10,] 2.870016e-03 1.822276e-03 1.119206e-03 6.636625e-04 3.790838e-04
[11,] 4.791484e-03 3.179768e-03 2.039690e-03 1.261357e-03 7.499524e-04
[12,] 7.704517e-03 5.328693e-03 3.558530e-03 2.287352e-03 1.410978e-03
[13,] 1.195395e-02 8.582852e-03 5.943817e-03 3.956446e-03 2.523594e-03
[14,] 1.792203e-02 1.329696e-02 9.508446e-03 6.529177e-03 4.291901e-03
[15,] 2.599492e-02 1.983343e-02 1.458113e-02 1.028977e-02 6.948280e-03
[16,] 3.651637e-02 2.851873e-02 2.146676e-02 1.551288e-02 1.072816e-02
[17,] 4.973084e-02 3.959538e-02 3.040375e-02 2.242618e-02 1.583906e-02
[18,] 6.571735e-02 5.317266e-02 4.152414e-02 3.117599e-02 2.243096e-02
[19,] 8.431508e-02 6.917413e-02 5.481568e-02 4.179779e-02 3.057156e-02
[20,] 1.050486e-01 8.727974e-02 7.008013e-02 5.418649e-02 4.022409e-02
[21,] 1.270727e-01 1.068691e-01 8.688521e-02 6.805988e-02 5.122082e-02
[22,] 1.491678e-01 1.269877e-01 1.045207e-01 8.291681e-02 6.322883e-02
[23,] 1.698158e-01 1.463674e-01 1.219840e-01 9.800628e-02 7.571570e-02
[24,] 1.873658e-01 1.635263e-01 1.380257e-01 1.123348e-01 8.793513e-02
[25,] 2.002729e-01 1.769539e-01 1.512742e-01 1.247374e-01 9.895762e-02
[26,] 2.073654e-01 1.853548e-01 1.604348e-01 1.340229e-01 1.077639e-01
[27,] 2.080809e-01 1.879018e-01 1.645278e-01 1.391750e-01 1.133990e-01
[28,] 2.026131e-01 1.844362e-01 1.631114e-01 1.395687e-01 1.151610e-01
[29,] 1.919171e-01 1.755514e-01 1.564223e-01 1.351415e-01 1.127758e-01
[30,] 1.775487e-01 1.625179e-01 1.453810e-01 1.264605e-01 1.065026e-01
[31,] 1.613595e-01 1.470469e-01 1.314368e-01 1.146464e-01 9.712388e-02
[32,] 1.451207e-01 1.309424e-01 1.162791e-01 1.011600e-01 8.580652e-02
[33,] 1.301920e-01 1.157447e-01 1.014951e-01 8.750322e-02 7.386527e-02
[34,] 1.173397e-01 1.024766e-01 8.827814e-02 7.492727e-02 6.249760e-02
[35,] 1.067484e-01 9.156419e-02 7.727653e-02 6.423545e-02 5.257232e-02
[36,] 9.818461e-02 8.293157e-02 6.861005e-02 5.573266e-02 4.453138e-02
[37,] 9.120976e-02 7.619176e-02 6.201303e-02 4.930850e-02 3.841618e-02
[38,] 8.534501e-02 7.083692e-02 5.701884e-02 4.459253e-02 3.398050e-02
[39,] 8.014330e-02 6.635984e-02 5.310933e-02 4.110777e-02 3.082872e-02
[40,] 7.519403e-02 6.230033e-02 4.979737e-02 3.837633e-02 2.852848e-02
[41,] 7.011726e-02 5.825493e-02 4.665913e-02 3.597303e-02 2.667893e-02
[42,] 6.458972e-02 5.389328e-02 4.335196e-02 3.355085e-02 2.494495e-02
[43,] 5.840257e-02 4.899584e-02 3.964040e-02 3.086198e-02 2.307759e-02
[44,] 5.151849e-02 4.349537e-02 3.542598e-02 2.777971e-02 2.093094e-02
[45,] 4.409164e-02 3.749329e-02 3.076026e-02 2.430919e-02 1.847133e-02
[46,] 3.643581e-02 3.123452e-02 2.582525e-02 2.057350e-02 1.576883e-02
[47,] 2.895153e-02 2.504680e-02 2.088306e-02 1.677347e-02 1.296721e-02
[48,] 2.203790e-02 1.926591e-02 1.621168e-02 1.313335e-02 1.024006e-02
[49,] 1.601511e-02 1.416931e-02 1.204708e-02 9.850096e-03 7.747246e-03
[50,] 1.107481e-02 9.933078e-03 8.545486e-03 7.059316e-03 5.603957e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.341026e-08 1.178021e-08 3.995086e-09 1.305550e-09 4.116574e-10
 [2,] 1.078581e-07 3.971296e-08 1.409179e-08 4.825196e-09 1.595275e-09
 [3,] 3.300718e-07 1.271702e-07 4.728545e-08 1.697731e-08 5.884284e-09
 [4,] 9.597479e-07 3.874968e-07 1.510829e-07 5.686694e-08 2.064088e-08
 [5,] 2.656339e-06 1.124625e-06 4.596767e-07 1.811850e-07 6.874750e-08
 [6,] 7.005747e-06 3.109278e-06 1.330765e-06 5.482774e-07 2.169780e-07
 [7,] 1.761059e-05 8.183275e-06 3.660522e-06 1.572769e-06 6.475640e-07
 [8,] 4.217053e-05 2.047613e-05 9.549949e-06 4.268204e-06 1.823860e-06
 [9,] 9.609063e-05 4.863196e-05 2.358717e-05 1.093811e-05 4.839664e-06
[10,] 2.080639e-04 1.094578e-04 5.506304e-05 2.643114e-05 1.208423e-05
[11,] 4.275568e-04 2.331550e-04 1.213482e-04 6.016489e-05 2.837229e-05
[12,] 8.330422e-04 4.696288e-04 2.523022e-04 1.289595e-04 6.262877e-05
[13,] 1.538397e-03 8.943349e-04 4.949215e-04 2.603456e-04 1.300300e-04
[14,] 2.693846e-03 1.611125e-03 9.166466e-04 4.954774e-04 2.541847e-04
[15,] 4.478261e-03 2.749361e-03 1.605313e-03 8.903410e-04 4.686004e-04
[16,] 7.082106e-03 4.453857e-03 2.664196e-03 1.513978e-03 8.165436e-04
[17,] 1.068394e-02 6.868729e-03 4.202110e-03 2.443179e-03 1.348674e-03
[18,] 1.542594e-02 1.011871e-02 6.320410e-03 3.754347e-03 2.118513e-03
[19,] 2.139286e-02 1.429182e-02 9.099683e-03 5.514153e-03 3.176519e-03
[20,] 2.859425e-02 1.942467e-02 1.258790e-02 7.770530e-03 4.563778e-03
[21,] 3.694519e-02 2.548802e-02 1.678925e-02 1.054412e-02 6.305747e-03
[22,] 4.624059e-02 3.236816e-02 2.165078e-02 1.381871e-02 8.405480e-03
[23,] 5.612464e-02 3.984286e-02 2.704483e-02 1.752889e-02 1.083520e-02
[24,] 6.606783e-02 4.755802e-02 3.274927e-02 2.154517e-02 1.352582e-02
[25,] 7.537164e-02 5.501887e-02 3.843411e-02 2.566077e-02 1.635631e-02
[26,] 8.322035e-02 6.161274e-02 4.366672e-02 2.958847e-02 1.914751e-02
[27,] 8.878769e-02 6.667522e-02 4.794797e-02 3.297690e-02 2.166736e-02
[28,] 9.138615e-02 6.959795e-02 5.078313e-02 3.545285e-02 2.365333e-02
[29,] 9.062530e-02 6.995812e-02 5.177847e-02 3.668730e-02 2.485376e-02
[30,] 8.653184e-02 6.763395e-02 5.073974e-02 3.647128e-02 2.508130e-02
[31,] 7.958521e-02 6.286525e-02 4.774003e-02 3.477873e-02 2.426390e-02
[32,] 7.064443e-02 5.623001e-02 4.312852e-02 3.179177e-02 2.247496e-02
[33,] 6.077760e-02 4.853434e-02 3.746933e-02 2.787429e-02 1.992843e-02
[34,] 5.104223e-02 4.064531e-02 3.142463e-02 2.349779e-02 1.693684e-02
[35,] 4.228458e-02 3.331815e-02 2.561817e-02 1.914173e-02 1.384426e-02
[36,] 3.501744e-02 2.707091e-02 2.052172e-02 1.520032e-02 1.095590e-02
[37,] 2.940189e-02 2.213794e-02 1.639607e-02 1.192318e-02 8.486205e-03
[38,] 2.531611e-02 1.850088e-02 1.329440e-02 9.402016e-03 6.538133e-03
[39,] 2.246622e-02 1.596782e-02 1.111210e-02 7.597086e-03 5.113257e-03
[40,] 2.049180e-02 1.426234e-02 9.654951e-03 6.384657e-03 4.141778e-03
[41,] 1.903964e-02 1.309395e-02 8.700030e-03 5.605274e-03 3.517680e-03
[42,] 1.780452e-02 1.220130e-02 8.037052e-03 5.099846e-03 3.127765e-03
[43,] 1.655071e-02 1.137490e-02 7.491126e-03 4.730952e-03 2.870185e-03
[44,] 1.512608e-02 1.046953e-02 6.934192e-03 4.393399e-03 2.663924e-03
[45,] 1.346994e-02 9.410965e-03 6.290617e-03 4.018920e-03 2.452811e-03
[46,] 1.160887e-02 8.194598e-03 5.537396e-03 3.576972e-03 2.206430e-03
[47,] 9.636131e-03 6.872648e-03 4.696839e-03 3.070905e-03 1.918223e-03
[48,] 7.678447e-03 5.530758e-03 3.821391e-03 2.528823e-03 1.600354e-03
[49,] 5.860288e-03 4.260615e-03 2.974109e-03 1.990689e-03 1.275791e-03
[50,] 4.276525e-03 3.136984e-03 2.210671e-03 1.495282e-03 9.695700e-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  
    89.4245       0.4871  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7z0a81226069085.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] 102.5509 103.6448 104.7386 105.8325 106.9263 108.0201 109.1140 110.2078
 [9] 111.3017 112.3955 113.4893 114.5832 115.6770 116.7709 117.8647 118.9585
[17] 120.0524 121.1462 122.2400 123.3339 124.4277 125.5216 126.6154 127.7092
[25] 128.8031 129.8969 130.9908 132.0846 133.1784 134.2723 135.3661 136.4600
[33] 137.5538 138.6476 139.7415 140.8353 141.9291 143.0230 144.1168 145.2107
[41] 146.3045 147.3983 148.4922 149.5860 150.6799 151.7737 152.8675 153.9614
[49] 155.0552 156.1491

$yords
 [1]  90.72954  91.70180  92.67406  93.64633  94.61859  95.59085  96.56312
 [8]  97.53538  98.50765  99.47991 100.45217 101.42444 102.39670 103.36897
[15] 104.34123 105.31349 106.28576 107.25802 108.23028 109.20255 110.17481
[22] 111.14708 112.11934 113.09160 114.06387 115.03613 116.00840 116.98066
[29] 117.95292 118.92519 119.89745 120.86972 121.84198 122.81424 123.78651
[36] 124.75877 125.73103 126.70330 127.67556 128.64783 129.62009 130.59235
[43] 131.56462 132.53688 133.50915 134.48141 135.45367 136.42594 137.39820
[50] 138.37046

$zden
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[10,] 8.566657e-05 2.671856e-05 7.382153e-06 1.805757e-06 3.909168e-07
[11,] 4.753562e-04 1.710986e-04 5.459304e-05 1.542934e-05 3.860690e-06
[12,] 2.014185e-03 8.352242e-04 3.073261e-04 1.002387e-04 2.896173e-05
[13,] 6.557755e-03 3.124557e-03 1.322904e-03 4.970280e-04 1.655621e-04
[14,] 1.655850e-02 9.030866e-03 4.385116e-03 1.892408e-03 7.249766e-04
[15,] 3.284041e-02 2.039958e-02 1.130906e-02 5.583252e-03 2.451147e-03
[16,] 5.194308e-02 3.653807e-02 2.300127e-02 1.292482e-02 6.471706e-03
[17,] 6.657809e-02 5.270051e-02 3.746107e-02 2.382861e-02 1.353551e-02
[18,] 7.058799e-02 6.216410e-02 4.956084e-02 3.549947e-02 2.276207e-02
[19,] 6.557339e-02 6.170204e-02 5.414876e-02 4.328247e-02 3.116033e-02
[20,] 6.410238e-02 5.712220e-02 5.139266e-02 4.425150e-02 3.519415e-02
[21,] 8.420263e-02 6.358349e-02 5.063548e-02 4.191421e-02 3.444102e-02
[22,] 1.351791e-01 9.657007e-02 6.748458e-02 4.782962e-02 3.514082e-02
[23,] 2.066358e-01 1.579082e-01 1.125894e-01 7.579333e-02 4.933900e-02
[24,] 2.755693e-01 2.310837e-01 1.803948e-01 1.303219e-01 8.717346e-02
[25,] 3.258842e-01 2.939556e-01 2.508960e-01 1.997599e-01 1.468706e-01
[26,] 3.551075e-01 3.341986e-01 3.041319e-01 2.629174e-01 2.125826e-01
[27,] 3.634385e-01 3.491016e-01 3.300353e-01 3.023002e-01 2.636575e-01
[28,] 3.499061e-01 3.390566e-01 3.267236e-01 3.101213e-01 2.855119e-01
[29,] 3.223258e-01 3.114080e-01 3.004251e-01 2.890529e-01 2.746871e-01
[30,] 2.973199e-01 2.835946e-01 2.685224e-01 2.544741e-01 2.417867e-01
[31,] 2.829527e-01 2.698739e-01 2.506603e-01 2.293161e-01 2.095817e-01
[32,] 2.679272e-01 2.648793e-01 2.501321e-01 2.262994e-01 1.984762e-01
[33,] 2.343562e-01 2.475742e-01 2.482202e-01 2.343772e-01 2.083560e-01
[34,] 1.789518e-01 2.039835e-01 2.222038e-01 2.275489e-01 2.168771e-01
[35,] 1.172351e-01 1.424537e-01 1.687895e-01 1.900195e-01 1.995172e-01
[36,] 6.916328e-02 8.517523e-02 1.069147e-01 1.312817e-01 1.526239e-01
[37,] 4.501198e-02 4.944382e-02 5.958988e-02 7.567100e-02 9.539512e-02
[38,] 4.207610e-02 3.854270e-02 3.756152e-02 4.149828e-02 5.106090e-02
[39,] 4.877368e-02 4.408330e-02 3.738943e-02 3.191884e-02 3.033989e-02
[40,] 5.228002e-02 5.270611e-02 4.752922e-02 3.898471e-02 3.035870e-02
[41,] 4.639170e-02 5.386948e-02 5.543170e-02 5.067611e-02 4.146486e-02
[42,] 3.353892e-02 4.514383e-02 5.376105e-02 5.666361e-02 5.291063e-02
[43,] 1.984473e-02 3.099948e-02 4.283093e-02 5.234439e-02 5.659065e-02
[44,] 9.614149e-03 1.742858e-02 2.794314e-02 3.962331e-02 4.969283e-02
[45,] 3.777684e-03 7.943571e-03 1.477247e-02 2.429611e-02 3.534001e-02
[46,] 1.184796e-03 2.888160e-03 6.226391e-03 1.187102e-02 2.001595e-02
[47,] 2.917137e-04 8.239515e-04 2.058149e-03 4.546552e-03 8.882129e-03
[48,] 5.563186e-05 1.820008e-04 5.265616e-04 1.347257e-03 3.048438e-03
[49,] 8.140509e-06 3.083894e-05 1.033167e-04 3.061009e-04 8.020128e-04
[50,] 9.084814e-07 3.984701e-06 1.545600e-05 5.301755e-05 1.608287e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 8.082065e-23 3.675941e-24 1.478560e-25 5.259320e-27 1.654407e-28
 [2,] 1.137899e-20 5.990777e-22 2.789255e-23 1.148456e-24 4.181800e-26
 [3,] 1.211182e-18 7.381064e-20 3.977922e-21 1.895903e-22 7.990979e-24
 [4,] 9.746501e-17 6.875179e-18 4.288940e-19 2.366142e-20 1.154402e-21
 [5,] 5.929784e-15 4.841637e-16 3.496076e-17 2.232532e-18 1.260789e-19
 [6,] 2.727768e-13 2.577900e-14 2.154602e-15 1.592581e-16 1.041041e-17
 [7,] 9.488686e-12 1.037884e-12 1.004026e-13 8.589800e-15 6.499191e-16
 [8,] 2.496421e-10 3.160159e-11 3.538105e-12 3.503389e-13 3.067996e-14
 [9,] 4.969204e-09 7.278890e-10 9.430678e-11 1.080685e-11 1.095271e-12
[10,] 7.487893e-08 1.268886e-08 1.902091e-09 2.522062e-10 2.957856e-11
[11,] 8.549782e-07 1.675439e-07 2.904858e-08 4.455524e-09 6.045328e-10
[12,] 7.409343e-06 1.677928e-06 3.362907e-07 5.963989e-08 9.358158e-09
[13,] 4.886624e-05 1.277444e-05 2.956828e-06 6.058416e-07 1.098660e-07
[14,] 2.463523e-04 7.420882e-05 1.980735e-05 4.682914e-06 9.804017e-07
[15,] 9.559141e-04 3.308967e-04 1.016062e-04 2.766195e-05 6.674211e-06
[16,] 2.884008e-03 1.142718e-03 4.022579e-04 1.257192e-04 3.486433e-05
[17,] 6.856649e-03 3.094275e-03 1.242903e-03 4.440279e-04 1.409854e-04
[18,] 1.304043e-02 6.667562e-03 3.039969e-03 1.235026e-03 4.467671e-04
[19,] 2.010316e-02 1.159580e-02 5.973278e-03 2.745939e-03 1.125856e-03
[20,] 2.537592e-02 1.644275e-02 9.537476e-03 4.943708e-03 2.288137e-03
[21,] 2.683287e-02 1.922980e-02 1.247214e-02 7.263928e-03 3.785598e-03
[22,] 2.642351e-02 1.955666e-02 1.368576e-02 8.806734e-03 5.129968e-03
[23,] 3.204207e-02 2.121360e-02 1.423269e-02 9.383034e-03 5.862501e-03
[24,] 5.448433e-02 3.244972e-02 1.893755e-02 1.109415e-02 6.545223e-03
[25,] 9.915678e-02 6.144985e-02 3.519300e-02 1.892701e-02 9.801706e-03
[26,] 1.588236e-01 1.087025e-01 6.781492e-02 3.853307e-02 2.004008e-02
[27,] 2.155361e-01 1.630433e-01 1.130132e-01 7.127882e-02 4.073522e-02
[28,] 2.506152e-01 2.064771e-01 1.576201e-01 1.103677e-01 7.034575e-02
[29,] 2.537335e-01 2.238091e-01 1.855041e-01 1.426058e-01 1.006557e-01
[30,] 2.283601e-01 2.107985e-01 1.864883e-01 1.553411e-01 1.201450e-01
[31,] 1.930955e-01 1.787103e-01 1.634320e-01 1.444026e-01 1.206944e-01
[32,] 1.720217e-01 1.502399e-01 1.332847e-01 1.188243e-01 1.039034e-01
[33,] 1.759302e-01 1.438364e-01 1.169838e-01 9.691531e-02 8.215101e-02
[34,] 1.917647e-01 1.580178e-01 1.231114e-01 9.309955e-02 7.070502e-02
[35,] 1.932092e-01 1.717090e-01 1.401955e-01 1.060600e-01 7.579013e-02
[36,] 1.644998e-01 1.624266e-01 1.460895e-01 1.195710e-01 8.942083e-02
[37,] 1.140955e-01 1.261222e-01 1.271438e-01 1.161674e-01 9.600573e-02
[38,] 6.475104e-02 7.901826e-02 8.932450e-02 9.191087e-02 8.544759e-02
[39,] 3.377450e-02 4.140300e-02 5.069405e-02 5.824457e-02 6.106065e-02
[40,] 2.455429e-02 2.304354e-02 2.554601e-02 3.033726e-02 3.496829e-02
[41,] 3.100631e-02 2.236701e-02 1.732283e-02 1.601818e-02 1.731239e-02
[42,] 4.390035e-02 3.265037e-02 2.232456e-02 1.497188e-02 1.108918e-02
[43,] 5.414260e-02 4.589106e-02 3.457400e-02 2.338546e-02 1.461816e-02
[44,] 5.512155e-02 5.408633e-02 4.696290e-02 3.612622e-02 2.470723e-02
[45,] 4.546157e-02 5.172200e-02 5.204468e-02 4.632338e-02 3.648458e-02
[46,] 2.984697e-02 3.936053e-02 4.590496e-02 4.734796e-02 4.319191e-02
[47,] 1.534552e-02 2.344636e-02 3.168099e-02 3.785749e-02 4.000702e-02
[48,] 6.099994e-03 1.079461e-02 1.689309e-02 2.337958e-02 2.861471e-02
[49,] 1.858321e-03 3.807876e-03 6.900292e-03 1.105795e-02 1.567127e-02
[50,] 4.314478e-04 1.023562e-03 2.147441e-03 3.984275e-03 6.537299e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.602287e-30 1.132208e-31 2.463183e-33 4.739017e-35 8.063009e-37
 [2,] 1.346577e-27 3.834607e-29 9.656695e-31 2.150589e-32 4.235494e-34
 [3,] 2.978540e-25 9.818138e-27 2.862024e-28 7.378008e-30 1.681988e-31
 [4,] 4.980743e-23 1.900441e-24 6.412595e-26 1.913530e-27 5.049581e-29
 [5,] 6.296654e-21 2.781005e-22 1.086211e-23 3.751888e-25 1.146053e-26
 [6,] 6.018109e-19 3.076658e-20 1.390980e-21 5.561440e-23 1.966410e-24
 [7,] 4.348774e-17 2.573388e-18 1.346697e-19 6.232490e-21 2.550799e-22
 [8,] 2.376082e-15 1.627443e-16 9.857842e-18 5.280679e-19 2.501639e-20
 [9,] 9.817462e-14 7.782628e-15 5.456258e-16 3.383009e-17 1.855005e-18
[10,] 3.068157e-12 2.814801e-13 2.283894e-14 1.638919e-15 1.040121e-16
[11,] 7.255405e-11 7.702063e-12 7.231672e-13 6.005466e-14 4.410814e-15
[12,] 1.299075e-09 1.595289e-10 1.732919e-11 1.665073e-12 1.415093e-13
[13,] 1.763089e-08 2.503472e-09 3.145038e-10 3.495358e-11 3.436451e-12
[14,] 1.817145e-07 2.981213e-08 4.328577e-09 5.561504e-10 6.322456e-11
[15,] 1.426657e-06 2.700945e-07 4.527729e-08 6.719316e-09 8.826167e-10
[16,] 8.574839e-06 1.869602e-06 3.612328e-07 6.183035e-08 9.372850e-09
[17,] 3.976027e-05 9.953682e-06 2.210797e-06 4.354548e-07 7.603022e-08
[18,] 1.438085e-04 4.116185e-05 1.046964e-05 2.365012e-06 4.741933e-07
[19,] 4.114703e-04 1.339664e-04 3.883105e-05 1.001395e-05 2.296109e-06
[20,] 9.451735e-04 3.483072e-04 1.144564e-04 3.352137e-05 8.744937e-06
[21,] 1.762657e-03 7.327967e-04 2.719139e-04 9.003031e-05 2.658960e-05
[22,] 2.683760e-03 1.256341e-03 5.254284e-04 1.961907e-04 6.538574e-05
[23,] 3.377451e-03 1.764665e-03 8.288714e-04 3.485059e-04 1.309193e-04
[24,] 3.805084e-03 2.109851e-03 1.084757e-03 5.076145e-04 2.139484e-04
[25,] 5.019527e-03 2.574264e-03 1.307107e-03 6.389201e-04 2.920046e-04
[26,] 9.662044e-03 4.414173e-03 1.963794e-03 8.684115e-04 3.816810e-04
[27,] 2.107377e-02 9.903269e-03 4.269185e-03 1.719269e-03 6.637444e-04
[28,] 4.058797e-02 2.112617e-02 9.909632e-03 4.198538e-03 1.618404e-03
[29,] 6.472840e-02 3.770090e-02 1.980287e-02 9.353985e-03 3.969097e-03
[30,] 8.538460e-02 5.532741e-02 3.249686e-02 1.722388e-02 8.209936e-03
[31,] 9.387421e-02 6.715551e-02 4.382723e-02 2.594061e-02 1.386354e-02
[32,] 8.679547e-02 6.781278e-02 4.883438e-02 3.210633e-02 1.914963e-02
[33,] 6.987992e-02 5.781654e-02 4.521567e-02 3.275531e-02 2.170344e-02
[34,] 5.533944e-02 4.456807e-02 3.588791e-02 2.785391e-02 2.023684e-02
[35,] 5.285595e-02 3.744190e-02 2.763897e-02 2.105447e-02 1.594117e-02
[36,] 6.181136e-02 4.043190e-02 2.601021e-02 1.720466e-02 1.196937e-02
[37,] 7.187256e-02 4.903361e-02 3.091491e-02 1.851615e-02 1.100968e-02
[38,] 7.158432e-02 5.404615e-02 3.687857e-02 2.291230e-02 1.317432e-02
[39,] 5.777644e-02 4.915613e-02 3.757712e-02 2.584088e-02 1.604490e-02
[40,] 3.718794e-02 3.577738e-02 3.093093e-02 2.398682e-02 1.668995e-02
[41,] 1.945004e-02 2.076756e-02 2.024998e-02 1.777989e-02 1.399773e-02
[42,] 9.946328e-03 1.023950e-02 1.069797e-02 1.048022e-02 9.321627e-03
[43,] 9.082428e-03 6.352953e-03 5.405138e-03 5.195060e-03 4.990003e-03
[44,] 1.518542e-02 8.652710e-03 4.937912e-03 3.203910e-03 2.529995e-03
[45,] 2.545692e-02 1.579226e-02 8.805875e-03 4.555736e-03 2.365173e-03
[46,] 3.485085e-02 2.488232e-02 1.573703e-02 8.847532e-03 4.469131e-03
[47,] 3.739010e-02 3.090498e-02 2.259431e-02 1.461560e-02 8.374183e-03
[48,] 3.097188e-02 2.964644e-02 2.509627e-02 1.878846e-02 1.244122e-02
[49,] 1.964068e-02 2.176863e-02 2.133677e-02 1.849484e-02 1.417753e-02
[50,] 9.485678e-03 1.217193e-02 1.381246e-02 1.386131e-02 1.230151e-02

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    24.6670       0.7285  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/14gbc1226069085.ps tmp/14gbc1226069085.png")
> system("convert tmp/2ic511226069085.ps tmp/2ic511226069085.png")
> system("convert tmp/33dwx1226069085.ps tmp/33dwx1226069085.png")
> system("convert tmp/4i8c81226069085.ps tmp/4i8c81226069085.png")
> system("convert tmp/5kuck1226069085.ps tmp/5kuck1226069085.png")
> system("convert tmp/66boo1226069085.ps tmp/66boo1226069085.png")
> system("convert tmp/7z0a81226069085.ps tmp/7z0a81226069085.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.264   2.011   3.799