R version 2.7.0 (2008-04-22)
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(28.76,29.59,30.7,30.52,32.67,33.19,37.13,35.54,37.75,41.84,42.94,49.14,44.61,40.22,44.23,45.85,53.38,53.26,51.8,55.3,57.81,63.96,63.77,59.15,56.12,57.42,63.52,61.71,63.01,68.18,72.03,69.75,74.41,74.33,64.24,60.03,59.44,62.5,55.04,58.34,61.92,67.65,67.68,70.3,75.26,71.44,76.36,81.71,92.6,90.6,92.23,94.09,102.79,109.65,124.05,132.69,135.81,116.07,101.42,75.73)
> y <- c(10709,10662,10570,10297,10635,10872,10296,10383,10431,10574,10653,10805,10872,10625,10407,10463,10556,10646,10702,11353,11346,11451,11964,12574,13031,13812,14544,14931,14886,16005,17064,15168,16050,15839,15137,14954,15648,15305,15579,16348,15928,16171,15937,15713,15594,15683,16438,17032,17696,17745,19394,20148,20108,18584,18441,18391,19178,18079,18483,19644)
> x <- c(2174.56,2196.72,2350.44,2440.25,2408.64,2472.81,2407.6,2454.62,2448.05,2497.84,2645.64,2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68,3844.49,3720.98,3674.4,3857.62,3801.06,3504.37,3032.6,3047.03,2962.34,2197.82)
> par7 = 'Brent'
> par6 = 'Goudprijs'
> par5 = 'Bel20'
> 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/16nzv1226508310.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/2hcow1226508310.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/3l1gl1226508310.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/4r9h91226508310.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/5apx81226508310.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  
   5100.104        2.673  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6t1xu1226508310.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]  9137.487  9385.834  9634.182  9882.529 10130.877 10379.224 10627.572
 [8] 10875.919 11124.267 11372.614 11620.962 11869.309 12117.657 12366.004
[15] 12614.352 12862.699 13111.046 13359.394 13607.741 13856.089 14104.436
[22] 14352.784 14601.131 14849.479 15097.826 15346.174 15594.521 15842.869
[29] 16091.216 16339.564 16587.911 16836.259 17084.606 17332.954 17581.301
[36] 17829.648 18077.996 18326.343 18574.691 18823.038 19071.386 19319.733
[43] 19568.081 19816.428 20064.776 20313.123 20561.471 20809.818 21058.166
[50] 21306.513

$yords
 [1]  17.22308  19.87867  22.53426  25.18985  27.84544  30.50102  33.15661
 [8]  35.81220  38.46779  41.12338  43.77897  46.43455  49.09014  51.74573
[15]  54.40132  57.05691  59.71250  62.36809  65.02367  67.67926  70.33485
[22]  72.99044  75.64603  78.30162  80.95721  83.61279  86.26838  88.92397
[29]  91.57956  94.23515  96.89074  99.54633 102.20191 104.85750 107.51309
[36] 110.16868 112.82427 115.47986 118.13545 120.79103 123.44662 126.10221
[43] 128.75780 131.41339 134.06898 136.72456 139.38015 142.03574 144.69133
[50] 147.34692

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.217877e-04 1.518131e-04 1.721603e-04 1.940586e-04 2.040907e-04
 [2,] 1.512918e-04 2.208458e-04 2.609694e-04 2.903699e-04 3.257003e-04
 [3,] 1.436647e-04 2.626956e-04 3.570175e-04 4.025126e-04 4.427282e-04
 [4,] 1.005620e-04 2.399481e-04 4.057485e-04 5.150005e-04 5.580833e-04
 [5,] 5.056675e-05 1.617262e-04 3.562035e-04 5.577420e-04 6.636473e-04
 [6,] 1.791920e-05 7.834786e-05 2.310751e-04 4.701535e-04 6.827088e-04
 [7,] 4.412359e-06 2.677083e-05 1.078062e-04 2.934256e-04 5.519878e-04
 [8,] 7.473838e-07 6.363075e-06 3.550518e-05 1.317896e-04 3.312987e-04
 [9,] 8.650649e-08 1.041717e-06 8.144153e-06 4.182495e-05 1.432271e-04
[10,] 6.889031e-09 1.169049e-07 1.289466e-06 9.261698e-06 4.381715e-05
[11,] 5.747522e-10 9.449237e-09 1.415768e-07 1.424094e-06 9.394331e-06
[12,] 4.698221e-10 1.695440e-09 1.348156e-08 1.596198e-07 1.431158e-06
[13,] 7.278451e-10 2.549072e-09 6.920996e-09 2.639244e-08 1.935303e-07
[14,] 8.118008e-10 3.894404e-09 1.250841e-08 3.007195e-08 7.921676e-08
[15,] 6.350569e-10 4.225501e-09 1.852244e-08 5.482888e-08 1.221097e-07
[16,] 3.572168e-10 3.242386e-09 1.955530e-08 7.834223e-08 2.142238e-07
[17,] 1.503339e-10 1.809788e-09 1.474545e-08 8.052050e-08 2.948693e-07
[18,] 4.897149e-11 7.648895e-10 8.189681e-09 5.977953e-08 2.952146e-07
[19,] 1.236128e-11 2.515079e-10 3.483073e-09 3.312644e-08 2.162323e-07
[20,] 2.337590e-12 6.371186e-11 1.155290e-09 1.419720e-08 1.198464e-07
[21,] 3.172536e-13 1.195510e-11 2.928699e-10 4.743416e-09 5.179356e-08
[22,] 2.994199e-14 1.594342e-12 5.437076e-11 1.199678e-09 1.739521e-08
[23,] 1.958689e-15 1.471840e-13 7.112037e-12 2.197573e-10 4.375657e-09
[24,] 1.119369e-16 9.650338e-15 6.433329e-13 2.815868e-11 7.889815e-10
[25,] 1.754001e-17 7.462111e-16 4.423121e-14 2.512592e-12 9.900063e-11
[26,] 5.407242e-18 1.956173e-16 5.596003e-15 2.003534e-13 8.882865e-12
[27,] 1.273176e-18 6.378294e-17 2.042632e-15 4.535119e-14 9.765812e-13
[28,] 2.022072e-19 1.465111e-17 6.686659e-16 1.931790e-14 3.647528e-13
[29,] 2.150141e-20 2.258789e-18 1.493452e-16 6.216334e-15 1.631906e-13
[30,] 1.530090e-21 2.330883e-19 2.234657e-17 1.348333e-15 5.120567e-14
[31,] 7.286841e-23 1.609685e-20 2.237835e-18 1.957961e-16 1.078117e-14
[32,] 2.322377e-24 7.439304e-22 1.499746e-19 1.902792e-17 1.519316e-15
[33,] 4.953327e-26 2.300884e-23 6.726330e-21 1.237515e-18 1.432864e-16
[34,] 7.070210e-28 4.762425e-25 2.018876e-22 5.386171e-20 9.043424e-18
[35,] 6.753650e-30 6.596788e-27 4.055199e-24 1.568848e-21 3.819723e-19
[36,] 4.317318e-32 6.115138e-29 5.451100e-26 3.058098e-23 1.079694e-20
[37,] 1.846980e-34 3.793608e-31 4.903751e-28 3.989276e-25 2.042402e-22
[38,] 5.287874e-37 1.574960e-33 2.952186e-30 3.482632e-27 2.585550e-24
[39,] 1.013141e-39 4.375792e-36 1.189403e-32 2.034657e-29 2.190457e-26
[40,] 1.299065e-42 8.136087e-39 3.206904e-35 7.955120e-32 1.241905e-28
[41,] 1.114711e-45 1.012383e-41 5.786468e-38 2.081482e-34 4.712076e-31
[42,] 6.401246e-49 8.430348e-45 6.987346e-41 3.644766e-37 1.196486e-33
[43,] 2.460015e-52 4.698042e-48 5.646532e-44 4.271078e-40 2.033169e-36
[44,] 6.326766e-56 1.752101e-51 3.053670e-47 3.349471e-43 2.312120e-39
[45,] 1.088922e-59 4.372925e-55 1.105180e-50 1.757866e-46 1.759616e-42
[46,] 1.254245e-63 7.303918e-59 2.676796e-54 6.173992e-50 8.961826e-46
[47,] 9.668052e-68 8.164144e-63 4.338785e-58 1.451167e-53 3.054541e-49
[48,] 4.987321e-72 6.107129e-67 4.706441e-62 2.282655e-57 6.967339e-53
[49,] 1.721736e-76 3.057275e-71 3.416553e-66 2.402891e-61 1.063552e-56
[50,] 3.977744e-81 1.024243e-75 1.659796e-70 1.692774e-65 1.086480e-60
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.885803e-04 1.593702e-04 1.307653e-04 1.050090e-04 7.735297e-05
 [2,] 3.382505e-04 3.096969e-04 2.630047e-04 2.188174e-04 1.768507e-04
 [3,] 4.951051e-04 5.081757e-04 4.625925e-04 3.965111e-04 3.351675e-04
 [4,] 6.112198e-04 6.822731e-04 6.929513e-04 6.298592e-04 5.477622e-04
 [5,] 6.970926e-04 7.653126e-04 8.531981e-04 8.591592e-04 7.842577e-04
 [6,] 7.650905e-04 7.864304e-04 8.705979e-04 9.696084e-04 9.711859e-04
 [7,] 7.447665e-04 7.907192e-04 8.038904e-04 9.017715e-04 1.003768e-03
 [8,] 5.768584e-04 7.251142e-04 7.350189e-04 7.479886e-04 8.535612e-04
 [9,] 3.328988e-04 5.374210e-04 6.320369e-04 6.184259e-04 6.385323e-04
[10,] 1.386048e-04 2.984002e-04 4.481634e-04 4.971270e-04 4.775507e-04
[11,] 4.098991e-05 1.200368e-04 2.403296e-04 3.385769e-04 3.604316e-04
[12,] 8.626067e-06 3.474013e-05 9.461422e-05 1.779182e-04 2.399325e-04
[13,] 1.416296e-06 7.586238e-06 2.807211e-05 7.167950e-05 1.293282e-04
[14,] 3.378448e-07 1.727930e-06 7.567964e-06 2.499744e-05 5.995300e-05
[15,] 2.806393e-07 8.910107e-07 3.237463e-06 1.083631e-05 3.022384e-05
[16,] 4.474476e-07 9.614873e-07 2.670356e-06 7.924257e-06 2.128467e-05
[17,] 7.462646e-07 1.468990e-06 2.998957e-06 7.631145e-06 1.982526e-05
[18,] 9.884513e-07 2.319950e-06 4.318179e-06 8.405642e-06 1.980246e-05
[19,] 9.645531e-07 2.953810e-06 6.443629e-06 1.137586e-05 2.113267e-05
[20,] 6.984459e-07 2.811059e-06 7.877209e-06 1.601169e-05 2.689582e-05
[21,] 3.879931e-07 2.016254e-06 7.314597e-06 1.876905e-05 3.565141e-05
[22,] 1.690615e-07 1.124336e-06 5.205693e-06 1.701085e-05 4.001057e-05
[23,] 5.693148e-08 4.935079e-07 2.916581e-06 1.202836e-05 3.539411e-05
[24,] 1.419994e-08 1.661489e-07 1.287485e-06 6.771758e-06 2.488552e-05
[25,] 2.515224e-09 4.097392e-08 4.320216e-07 2.999619e-06 1.406838e-05
[26,] 3.096410e-10 7.119223e-09 1.050660e-07 1.000093e-06 6.236251e-06
[27,] 2.933811e-11 8.661297e-10 1.789973e-08 2.393182e-07 2.059666e-06
[28,] 5.356983e-12 9.648646e-11 2.197577e-09 4.005699e-08 4.841697e-07
[29,] 2.734795e-12 3.152176e-11 3.440106e-10 5.232649e-09 8.025017e-08
[30,] 1.224813e-12 1.853558e-11 1.827304e-10 1.379604e-09 1.250355e-08
[31,] 3.736218e-13 8.151015e-12 1.121318e-10 9.834795e-10 5.889367e-09
[32,] 7.634692e-14 2.414502e-12 4.806159e-11 6.025131e-10 4.776549e-09
[33,] 1.044108e-14 4.788194e-13 1.381937e-11 2.510186e-10 2.870285e-09
[34,] 9.555893e-16 6.354706e-14 2.659546e-12 7.004933e-11 1.161161e-09
[35,] 5.852863e-17 5.644047e-15 3.425318e-13 1.308261e-11 3.144661e-10
[36,] 2.399028e-18 3.354716e-16 2.952327e-14 1.635144e-12 5.699457e-11
[37,] 6.580731e-20 1.334421e-17 1.702942e-15 1.367696e-13 6.912975e-12
[38,] 1.208047e-21 3.552226e-19 6.573642e-17 7.655859e-15 5.611352e-13
[39,] 1.484103e-23 6.328180e-21 1.698176e-18 2.867931e-16 3.048179e-14
[40,] 1.220157e-25 7.544468e-23 2.935829e-20 7.189769e-18 1.108115e-15
[41,] 6.713327e-28 6.019341e-25 3.396640e-22 1.206235e-19 2.695875e-17
[42,] 2.471901e-30 3.213959e-27 2.629900e-24 1.354315e-21 4.389205e-19
[43,] 6.091093e-33 1.148425e-29 1.362699e-26 1.017603e-23 4.782366e-21
[44,] 1.004454e-35 2.746223e-32 4.725322e-29 5.116914e-26 3.487149e-23
[45,] 1.108501e-38 4.394806e-35 1.096563e-31 1.721902e-28 1.701646e-25
[46,] 8.186771e-42 4.706678e-38 1.702969e-34 3.877751e-31 5.556977e-28
[47,] 4.046320e-45 3.373341e-41 1.769909e-37 5.844160e-34 1.214448e-30
[48,] 1.338380e-48 1.617996e-44 1.231024e-40 5.894348e-37 1.776196e-33
[49,] 2.962576e-52 5.193566e-48 5.729979e-44 3.978510e-40 1.738495e-36
[50,] 4.388645e-56 1.115642e-51 1.784886e-47 1.797116e-43 1.138747e-39
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.615992e-05 2.000632e-05 5.948544e-06 1.190812e-06 1.605571e-07
 [2,] 1.274353e-04 7.228777e-05 2.942401e-05 8.234703e-06 1.567411e-06
 [3,] 2.712673e-04 1.897953e-04 1.021376e-04 3.922501e-05 1.043008e-05
 [4,] 4.707896e-04 3.791698e-04 2.561107e-04 1.308906e-04 4.778153e-05
 [5,] 6.959998e-04 6.076760e-04 4.837513e-04 3.144031e-04 1.532308e-04
 [6,] 8.970631e-04 8.170583e-04 7.226068e-04 5.650821e-04 3.532269e-04
 [7,] 1.005227e-03 9.485096e-04 8.906916e-04 7.942271e-04 6.072186e-04
 [8,] 9.507239e-04 9.592320e-04 9.344860e-04 9.065371e-04 8.101919e-04
 [9,] 7.434117e-04 8.305630e-04 8.525866e-04 8.658093e-04 8.660444e-04
[10,] 5.078929e-04 6.040486e-04 6.788499e-04 7.158004e-04 7.613755e-04
[11,] 3.492709e-04 3.880099e-04 4.697166e-04 5.307858e-04 5.769426e-04
[12,] 2.540593e-04 2.576389e-04 2.994401e-04 3.632511e-04 4.081990e-04
[13,] 1.737523e-04 1.926888e-04 2.087213e-04 2.466040e-04 2.902233e-04
[14,] 1.061560e-04 1.470072e-04 1.731641e-04 1.931410e-04 2.200739e-04
[15,] 6.595027e-05 1.118535e-04 1.537523e-04 1.802837e-04 1.932608e-04
[16,] 4.929214e-05 9.364016e-05 1.429149e-04 1.801606e-04 1.948417e-04
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[50,] 3.423839e-06 8.269626e-06 1.259022e-05 1.228432e-05 9.081918e-06
             [,31]        [,32]        [,33]        [,34]        [,35]
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[13,] 2.531468e-15 1.745456e-17 7.575943e-20 2.069693e-22 3.558675e-25
[14,] 7.071413e-14 7.068991e-16 4.448824e-18 1.762365e-20 4.394130e-23
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[16,] 1.656633e-11 3.477761e-13 4.599707e-15 3.830789e-17 2.008859e-19
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[18,] 7.862434e-10 3.447469e-11 9.561776e-13 1.674933e-14 1.860581e-16
[19,] 3.005814e-09 1.891254e-10 7.579530e-12 1.933871e-13 3.213352e-15
[20,] 7.884625e-09 7.033208e-10 4.068761e-11 1.546504e-12 4.272887e-14
[21,] 1.460004e-08 1.807108e-09 1.525992e-10 9.549312e-12 5.779053e-13
[22,] 2.006873e-08 3.369413e-09 4.471916e-10 5.993051e-11 9.307480e-12
[23,] 2.205607e-08 5.147892e-09 1.327052e-09 4.455296e-10 1.374675e-10
[24,] 2.308431e-08 8.382152e-09 4.663765e-09 3.051508e-09 1.488486e-09
[25,] 4.488492e-08 2.223917e-08 1.691363e-08 1.571469e-08 1.106067e-08
[26,] 1.904916e-07 1.038543e-07 6.443480e-08 6.054731e-08 5.628628e-08
[27,] 7.663236e-07 5.151250e-07 2.903677e-07 2.057827e-07 2.050836e-07
[28,] 2.223247e-06 1.990924e-06 1.304530e-06 7.725908e-07 6.160267e-07
[29,] 4.491350e-06 5.493686e-06 4.677605e-06 3.031203e-06 1.924483e-06
[30,] 6.543588e-06 1.059439e-05 1.217342e-05 9.953311e-06 6.486115e-06
[31,] 8.425907e-06 1.462611e-05 2.233125e-05 2.425374e-05 1.926643e-05
[32,] 1.456193e-05 1.704249e-05 2.928998e-05 4.212019e-05 4.360781e-05
[33,] 3.380919e-05 2.492708e-05 3.152062e-05 5.240094e-05 7.128066e-05
[34,] 7.832557e-05 4.932394e-05 4.045166e-05 5.238668e-05 8.383558e-05
[35,] 1.609548e-04 9.781065e-05 7.013378e-05 5.979979e-05 7.798264e-05
[36,] 2.699346e-04 1.734673e-04 1.211240e-04 9.245200e-05 7.961495e-05
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[38,] 3.077521e-04 3.024977e-04 2.424254e-04 1.889475e-04 1.551770e-04
[39,] 1.984633e-04 2.563068e-04 2.566376e-04 2.165522e-04 1.828058e-04
[40,] 1.048269e-04 1.571414e-04 2.027621e-04 2.063917e-04 1.833893e-04
[41,] 8.696170e-05 8.600605e-05 1.187130e-04 1.513590e-04 1.562185e-04
[42,] 1.382767e-04 8.739790e-05 6.947861e-05 8.512641e-05 1.058503e-04
[43,] 2.061723e-04 1.462511e-04 8.489596e-05 5.468763e-05 5.754428e-05
[44,] 2.370986e-04 2.071043e-04 1.442281e-04 7.758922e-05 4.125214e-05
[45,] 2.235158e-04 2.224018e-04 1.931107e-04 1.309888e-04 6.538184e-05
[46,] 1.864807e-04 1.964037e-04 1.928834e-04 1.660493e-04 1.084315e-04
[47,] 1.340505e-04 1.559560e-04 1.577637e-04 1.543855e-04 1.306494e-04
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[50,] 1.086984e-05 2.335750e-05 4.099667e-05 5.021030e-05 4.916241e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
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[14,] 6.895790e-26 6.812526e-29 4.241276e-32 1.672578e-35 4.282782e-39
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[18,] 1.343452e-18 7.009800e-21 3.483589e-23 1.936560e-25 9.300509e-28
[19,] 3.863728e-17 4.431216e-19 5.684585e-21 6.293978e-23 4.799591e-25
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[21,] 3.937484e-14 2.316158e-15 9.379098e-17 2.437711e-18 4.003530e-20
[22,] 1.259795e-12 1.175324e-13 7.038561e-15 2.663511e-16 6.348443e-18
[23,] 2.950901e-11 4.070893e-12 3.549298e-13 1.949198e-14 6.738044e-16
[24,] 4.719490e-10 9.475615e-11 1.198822e-11 9.548057e-13 4.786246e-14
[25,] 5.078403e-09 1.477819e-09 2.710650e-10 3.130306e-11 2.275319e-12
[26,] 3.675795e-08 1.544495e-08 4.103491e-09 6.869227e-10 7.239328e-11
[27,] 1.806981e-07 1.084192e-07 4.161863e-08 1.009217e-08 1.541729e-09
[28,] 6.250714e-07 5.153279e-07 2.833964e-07 9.933844e-08 2.198337e-08
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[30,] 4.482169e-06 4.265039e-06 4.144560e-06 2.928178e-06 1.346982e-06
[31,] 1.284464e-05 9.731072e-06 9.709942e-06 8.976217e-06 5.830200e-06
[32,] 3.408963e-05 2.364167e-05 1.959537e-05 1.992243e-05 1.729287e-05
[33,] 7.105489e-05 5.541174e-05 4.056978e-05 3.638107e-05 3.670068e-05
[34,] 1.085987e-04 1.054071e-04 8.317546e-05 6.501633e-05 6.190747e-05
[35,] 1.202116e-04 1.495469e-04 1.430795e-04 1.159273e-04 9.730716e-05
[36,] 1.039955e-04 1.549465e-04 1.869901e-04 1.787170e-04 1.508901e-04
[37,] 9.515017e-05 1.244260e-04 1.801935e-04 2.134182e-04 2.067738e-04
[38,] 1.191850e-04 1.020357e-04 1.338770e-04 1.899182e-04 2.237183e-04
[39,] 1.539571e-04 1.149810e-04 9.827146e-05 1.299548e-04 1.823995e-04
[40,] 1.642007e-04 1.378085e-04 9.918055e-05 8.516895e-05 1.142861e-04
[41,] 1.456088e-04 1.351209e-04 1.106312e-04 7.646424e-05 6.661885e-05
[42,] 1.104489e-04 1.072422e-04 1.008837e-04 7.936978e-05 5.272755e-05
[43,] 6.880876e-05 7.241663e-05 7.258671e-05 6.787522e-05 5.078137e-05
[44,] 3.635850e-05 4.127117e-05 4.375688e-05 4.480491e-05 4.095828e-05
[45,] 2.926777e-05 2.128301e-05 2.270271e-05 2.424147e-05 2.506658e-05
[46,] 5.008580e-05 1.920560e-05 1.145224e-05 1.140437e-05 1.226119e-05
[47,] 8.113045e-05 3.455420e-05 1.150629e-05 5.630244e-06 5.217299e-06
[48,] 9.333661e-05 5.452072e-05 2.134010e-05 6.236378e-06 2.517852e-06
[49,] 7.627087e-05 6.013639e-05 3.275683e-05 1.175280e-05 3.038926e-06
[50,] 4.828408e-05 4.649525e-05 3.475660e-05 1.753988e-05 5.758195e-06
             [,41]         [,42]         [,43]         [,44]         [,45]
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[10,] 3.266626e-56  7.214796e-61  1.009266e-65  9.160969e-71  5.978360e-76
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[16,] 1.805906e-36  1.631760e-39  1.016781e-42  4.068460e-46  1.028767e-49
[17,] 2.752661e-33  3.952704e-36  3.644366e-39  2.123362e-42  7.792456e-46
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[21,] 4.141374e-22  2.696526e-24  1.105006e-26  2.849790e-29  4.625382e-32
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[23,] 1.465935e-17  2.007183e-19  1.729601e-21  9.379741e-24  3.201266e-26
[24,] 1.509983e-15  2.998059e-17  3.746245e-19  2.946040e-21  1.458034e-23
[25,] 1.040891e-13  2.996853e-15  5.430204e-17  6.192344e-19  4.444071e-21
[26,] 4.802090e-12  2.004813e-13  5.267628e-15  8.710604e-17  9.065053e-19
[27,] 1.482745e-10  8.975800e-12  3.419753e-13  8.200054e-15  1.237463e-16
[28,] 3.064587e-09  2.689636e-10  1.485838e-11  5.166184e-13  1.130504e-14
[29,] 4.241156e-08  5.395133e-09  4.320955e-10  2.178341e-11  6.911937e-13
[30,] 3.933179e-07  7.247019e-08  8.412035e-09  6.147911e-10  2.828385e-11
[31,] 2.449136e-06  6.524517e-07  1.096788e-07  1.161636e-08  7.747058e-10
[32,] 1.029348e-05  3.945605e-06  9.587224e-07  1.470217e-07  1.420738e-08
[33,] 2.961448e-05  1.611449e-05  5.632236e-06  1.247933e-06  1.745598e-07
[34,] 6.054715e-05  4.506563e-05  2.236982e-05  7.124305e-06  1.439005e-06
[35,] 9.603897e-05  8.930367e-05  6.093030e-05  2.753870e-05  7.986131e-06
[36,] 1.357728e-04  1.352310e-04  1.176415e-04  7.319662e-05  3.006977e-05
[37,] 1.844057e-04  1.760154e-04  1.722378e-04  1.383392e-04  7.814632e-05
[38,] 2.233263e-04  2.124301e-04  2.110207e-04  1.979117e-04  1.451987e-04
[39,] 2.170191e-04  2.270942e-04  2.308603e-04  2.326930e-04  2.047728e-04
[40,] 1.607002e-04  1.966184e-04  2.190875e-04  2.359337e-04  2.346976e-04
[41,] 9.155064e-05  1.309787e-04  1.681324e-04  2.013392e-04  2.251900e-04
[42,] 4.722502e-05  6.727407e-05  9.980343e-05  1.370506e-04  1.759132e-04
[43,] 3.257918e-05  3.051134e-05  4.576580e-05  7.196863e-05  1.071085e-04
[44,] 2.894359e-05  1.809226e-05  1.810527e-05  2.916433e-05  4.968544e-05
[45,] 2.209470e-05  1.469118e-05  9.073692e-06  9.970944e-06  1.765186e-05
[46,] 1.264830e-05  1.063064e-05  6.643412e-06  4.140358e-06  5.166915e-06
[47,] 5.640969e-06  5.733699e-06  4.554855e-06  2.679913e-06  1.738617e-06
[48,] 2.170147e-06  2.352449e-06  2.327802e-06  1.736158e-06  9.669618e-07
[49,] 1.021066e-06  8.198072e-07  8.863263e-07  8.442893e-07  5.883936e-07
[50,] 1.325809e-06  3.746364e-07  2.809498e-07  3.007467e-07  2.730417e-07
              [,46]         [,47]         [,48]         [,49]         [,50]
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[15,]  9.983204e-58  6.900714e-62  3.002464e-66  8.221706e-71  1.416886e-75
[16,]  1.638530e-53  1.642672e-57  1.036449e-61  4.115601e-66  1.028502e-70
[17,]  1.800046e-49  2.616937e-53  2.394371e-57  1.378720e-61  4.996272e-66
[18,]  1.323405e-45  2.789996e-49  3.701694e-53  3.090887e-57  1.624244e-61
[19,]  6.511509e-42  1.990633e-45  3.829893e-49  4.637325e-53  3.533736e-57
[20,]  2.144059e-38  9.504834e-42  2.651783e-45  4.656042e-49  5.144954e-53
[21,]  4.724632e-35  3.037205e-38  1.228756e-41  3.128550e-45  5.013095e-49
[22,]  6.967387e-32  6.494928e-35  3.810345e-38  1.406824e-41  3.268895e-45
[23,]  6.876040e-29  9.294815e-32  7.907310e-35  4.233527e-38  1.426466e-41
[24,]  4.541321e-26  8.901902e-29  1.098169e-31  8.525913e-35  4.165799e-38
[25,]  2.007212e-23  5.705473e-26  1.020648e-28  1.149068e-31  8.141438e-35
[26,]  5.937175e-21  2.447236e-23  6.348308e-26  1.036397e-28  1.064828e-31
[27,]  1.175268e-18  7.024735e-21  2.642466e-23  6.255690e-26  9.320235e-29
[28,]  1.556930e-16  1.349451e-18  7.360936e-21  2.526946e-23  5.459406e-26
[29,]  1.380324e-14  1.734841e-16  1.372240e-18  6.831076e-21  2.140107e-23
[30,]  8.190038e-13  1.492608e-14  1.712006e-16  1.235828e-18  5.614357e-21
[31,]  3.252429e-11  8.594614e-13  1.429431e-14  1.496246e-16  9.856833e-19
[32,]  8.645904e-10  3.312349e-11  7.987722e-13  1.212370e-14  1.158122e-16
[33,]  1.538997e-08  8.545767e-10  2.987616e-11  6.574707e-13  9.106728e-15
[34,]  1.835787e-07  1.476546e-08  7.481045e-10  2.386580e-11  4.792787e-13
[35,]  1.470040e-06  1.710124e-07  1.254725e-08  5.800252e-10  1.688460e-11
[36,]  7.934382e-06  1.330520e-06  1.411164e-07  9.443906e-09  3.983000e-10
[37,]  2.912860e-05  6.987719e-06  1.067027e-06  1.031552e-07  6.296029e-09
[38,]  7.417077e-05  2.504012e-05  5.456085e-06  7.582891e-07  6.680260e-08
[39,]  1.360415e-04  6.261257e-05  1.910878e-05  3.777849e-06  4.775888e-07
[40,]  1.905114e-04  1.138185e-04  4.703667e-05  1.295066e-05  2.320276e-06
[41,]  2.153876e-04  1.592070e-04  8.507047e-05  3.146570e-05  7.798790e-06
[42,]  1.989229e-04  1.790185e-04  1.194075e-04  5.683053e-05  1.875739e-05
[43,]  1.449514e-04  1.610996e-04  1.342214e-04  8.031757e-05  3.394900e-05
[44,]  8.013107e-05  1.113078e-04  1.186043e-04  9.048348e-05  4.841601e-05
[45,]  3.306600e-05  5.685752e-05  7.865597e-05  7.883454e-05  5.469878e-05
[46,]  1.028297e-05  2.117692e-05  3.773314e-05  5.058840e-05  4.706199e-05
[47,]  2.561416e-06  5.810650e-06  1.291507e-05  2.308206e-05  2.936122e-05
[48,]  6.834474e-07  1.234480e-06  3.178311e-06  7.383956e-06  1.285444e-05
[49,]  3.136728e-07  2.575316e-07  5.839113e-07  1.662570e-06  3.894941e-06
[50,]  1.772975e-07  9.236485e-08  9.559175e-08  2.702876e-07  8.172919e-07

> 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  
 -32.129413     0.006815  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7tbcs1226508310.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] 1636.192 1709.643 1783.095 1856.547 1929.999 2003.450 2076.902 2150.354
 [9] 2223.806 2297.258 2370.709 2444.161 2517.613 2591.065 2664.516 2737.968
[17] 2811.420 2884.872 2958.323 3031.775 3105.227 3178.679 3252.131 3325.582
[25] 3399.034 3472.486 3545.938 3619.389 3692.841 3766.293 3839.745 3913.197
[33] 3986.648 4060.100 4133.552 4207.004 4280.455 4353.907 4427.359 4500.811
[41] 4574.262 4647.714 4721.166 4794.618 4868.070 4941.521 5014.973 5088.425
[49] 5161.877 5235.328

$yords
 [1]  17.22308  19.87867  22.53426  25.18985  27.84544  30.50102  33.15661
 [8]  35.81220  38.46779  41.12338  43.77897  46.43455  49.09014  51.74573
[15]  54.40132  57.05691  59.71250  62.36809  65.02367  67.67926  70.33485
[22]  72.99044  75.64603  78.30162  80.95721  83.61279  86.26838  88.92397
[29]  91.57956  94.23515  96.89074  99.54633 102.20191 104.85750 107.51309
[36] 110.16868 112.82427 115.47986 118.13545 120.79103 123.44662 126.10221
[43] 128.75780 131.41339 134.06898 136.72456 139.38015 142.03574 144.69133
[50] 147.34692

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.086059e-04 1.521977e-04 1.861382e-04 1.994047e-04 1.879926e-04
 [2,] 1.377541e-04 2.008662e-04 2.556642e-04 2.851010e-04 2.798535e-04
 [3,] 1.664849e-04 2.525755e-04 3.345441e-04 3.883032e-04 3.968128e-04
 [4,] 1.917495e-04 3.026438e-04 4.171167e-04 5.038787e-04 5.360243e-04
 [5,] 2.104992e-04 3.456189e-04 4.956266e-04 6.230768e-04 6.899426e-04
 [6,] 2.202857e-04 3.762325e-04 5.613310e-04 7.343466e-04 8.463832e-04
 [7,] 2.197876e-04 3.904597e-04 6.060784e-04 8.250799e-04 9.898187e-04
 [8,] 2.091027e-04 3.863914e-04 6.239768e-04 8.839536e-04 1.103838e-03
 [9,] 1.897211e-04 3.646571e-04 6.126777e-04 9.032752e-04 1.174264e-03
[10,] 1.641849e-04 3.282695e-04 5.738887e-04 8.806577e-04 1.192101e-03
[11,] 1.355444e-04 2.819420e-04 5.129581e-04 8.195137e-04 1.155474e-03
[12,] 1.067679e-04 2.310916e-04 4.376689e-04 7.282246e-04 1.069940e-03
[13,] 8.026109e-05 1.808164e-04 3.566156e-04 6.182601e-04 9.471330e-04
[14,] 5.759591e-05 1.351089e-04 2.776283e-04 5.018281e-04 8.021679e-04
[15,] 3.946788e-05 9.645382e-05 2.066311e-04 3.897140e-04 6.506174e-04
[16,] 2.583676e-05 6.582363e-05 1.471301e-04 2.898166e-04 5.058758e-04
[17,] 1.616550e-05 4.296869e-05 1.003077e-04 2.065912e-04 3.774944e-04
[18,] 9.672854e-06 2.685079e-05 6.553767e-05 1.413102e-04 2.706683e-04
[19,] 5.539070e-06 1.607561e-05 4.107770e-05 9.285221e-05 1.866949e-04
[20,] 3.037972e-06 9.229823e-06 2.472515e-05 5.867496e-05 1.240148e-04
[21,] 1.597312e-06 5.087211e-06 1.430746e-05 3.569636e-05 7.941203e-05
[22,] 8.059428e-07 2.694700e-06 7.968268e-06 2.092948e-05 4.906267e-05
[23,] 3.907239e-07 1.373564e-06 4.276523e-06 1.183991e-05 2.927359e-05
[24,] 1.823276e-07 6.749686e-07 2.215726e-06 6.473190e-06 1.689354e-05
[25,] 8.214991e-08 3.208051e-07 1.111980e-06 3.431852e-06 9.461169e-06
[26,] 3.597777e-08 1.485341e-07 5.446139e-07 1.778054e-06 5.183346e-06
[27,] 1.555210e-08 6.809818e-08 2.647954e-07 9.162288e-07 2.828052e-06
[28,] 6.860532e-09 3.200603e-08 1.324101e-07 4.865282e-07 1.591468e-06
[29,] 3.277487e-09 1.635714e-08 7.212774e-08 2.813917e-07 9.736449e-07
[30,] 1.812621e-09 9.661943e-09 4.524388e-08 1.864148e-07 6.777473e-07
[31,] 1.180103e-09 6.657209e-09 3.280628e-08 1.415040e-07 5.359081e-07
[32,] 8.572284e-10 5.066833e-09 2.606133e-08 1.168902e-07 4.585687e-07
[33,] 6.470395e-10 3.984025e-09 2.129910e-08 9.905672e-08 4.018532e-07
[34,] 4.837489e-10 3.095843e-09 1.717973e-08 8.280575e-08 3.474704e-07
[35,] 3.497380e-10 2.324872e-09 1.338968e-08 6.690796e-08 2.906508e-07
[36,] 2.419342e-10 1.670445e-09 9.986852e-09 5.176250e-08 2.329754e-07
[37,] 1.594184e-10 1.143415e-09 7.098113e-09 3.817752e-08 1.781592e-07
[38,] 9.987285e-11 7.442284e-10 4.798366e-09 2.679166e-08 1.297023e-07
[39,] 5.943927e-11 4.602369e-10 3.082502e-09 1.787231e-08 8.979779e-08
[40,] 3.359385e-11 2.703105e-10 1.881000e-09 1.132763e-08 5.908935e-08
[41,] 1.802735e-11 1.507534e-10 1.090063e-09 6.819541e-09 3.694256e-08
[42,] 9.184415e-12 7.982671e-11 5.998388e-10 3.899009e-09 2.193916e-08
[43,] 4.442183e-12 4.013080e-11 3.134008e-10 2.116831e-09 1.237425e-08
[44,] 2.039637e-12 1.915302e-11 1.554615e-10 1.091227e-09 6.627849e-09
[45,] 8.890197e-13 8.677881e-12 7.321224e-11 5.340891e-10 3.370872e-09
[46,] 3.678449e-13 3.732472e-12 3.273169e-11 2.481770e-10 1.627788e-09
[47,] 1.444802e-13 1.523979e-12 1.389205e-11 1.094819e-10 7.463045e-10
[48,] 5.386880e-14 5.906830e-13 5.597170e-12 4.585047e-11 3.248466e-10
[49,] 1.906554e-14 2.173295e-13 2.140761e-12 1.822870e-11 1.342364e-10
[50,] 6.405332e-15 7.590468e-14 7.772498e-13 6.879721e-12 5.265996e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.568674e-04 1.166182e-04 7.778078e-05 4.685323e-05 2.563349e-05
 [2,] 2.431924e-04 1.883290e-04 1.308812e-04 8.217675e-05 4.688146e-05
 [3,] 3.590770e-04 2.896329e-04 2.097173e-04 1.372497e-04 8.166046e-05
 [4,] 5.050468e-04 4.242827e-04 3.200781e-04 2.183524e-04 1.355140e-04
 [5,] 6.768304e-04 5.921791e-04 4.654534e-04 3.310148e-04 2.143388e-04
 [6,] 8.644593e-04 7.877253e-04 6.451408e-04 4.783764e-04 3.232838e-04
 [7,] 1.052585e-03 9.990319e-04 8.526729e-04 6.594068e-04 4.652649e-04
 [8,] 1.222288e-03 1.208529e-03 1.075201e-03 8.675022e-04 6.393896e-04
 [9,] 1.354187e-03 1.395197e-03 1.294346e-03 1.090044e-03 8.397470e-04
[10,] 1.432172e-03 1.538109e-03 1.488643e-03 1.309340e-03 1.055050e-03
[11,] 1.446731e-03 1.620448e-03 1.637165e-03 1.504984e-03 1.269456e-03
[12,] 1.396918e-03 1.632894e-03 1.723441e-03 1.657200e-03 1.464561e-03
[13,] 1.290363e-03 1.575404e-03 1.738603e-03 1.750346e-03 1.622191e-03
[14,] 1.141391e-03 1.456895e-03 1.682865e-03 1.775636e-03 1.727319e-03
[15,] 9.678617e-04 1.293012e-03 1.565017e-03 1.732407e-03 1.770409e-03
[16,] 7.877067e-04 1.102751e-03 1.400200e-03 1.627697e-03 1.748676e-03
[17,] 6.160669e-04 9.049297e-04 1.206736e-03 1.474435e-03 1.666092e-03
[18,] 4.635954e-04 7.153875e-04 1.002921e-03 1.288875e-03 1.532326e-03
[19,] 3.360454e-04 5.453952e-04 8.045091e-04 1.087958e-03 1.360992e-03
[20,] 2.348749e-04 4.013082e-04 6.232469e-04 8.871328e-04 1.167610e-03
[21,] 1.584172e-04 2.851592e-04 4.664439e-04 6.988922e-04 9.676489e-04
[22,] 1.031755e-04 1.957578e-04 3.373262e-04 5.320442e-04 7.748466e-04
[23,] 6.493433e-05 1.299015e-04 2.358450e-04 3.916090e-04 5.999905e-04
[24,] 3.954602e-05 8.343883e-05 1.596520e-04 2.791819e-04 4.502296e-04
[25,] 2.338544e-05 5.206399e-05 1.050464e-04 1.936053e-04 3.289571e-04
[26,] 1.353850e-05 3.182882e-05 6.777872e-05 1.318014e-04 2.362115e-04
[27,] 7.812976e-06 1.941152e-05 4.365837e-05 8.962594e-05 1.694550e-04
[28,] 4.650656e-06 1.220325e-05 2.895146e-05 6.261853e-05 1.245293e-04
[29,] 2.999615e-06 8.274289e-06 2.058408e-05 4.656637e-05 9.657962e-05
[30,] 2.183825e-06 6.273840e-06 1.619062e-05 3.784800e-05 8.079536e-05
[31,] 1.790122e-06 5.305891e-06 1.405858e-05 3.357826e-05 7.289604e-05
[32,] 1.580198e-06 4.809782e-06 1.302169e-05 3.161008e-05 6.937865e-05
[33,] 1.427326e-06 4.460536e-06 1.234144e-05 3.045693e-05 6.758926e-05
[34,] 1.273388e-06 4.092807e-06 1.160011e-05 2.918681e-05 6.569322e-05
[35,] 1.100548e-06 3.645409e-06 1.061258e-05 2.731520e-05 6.259766e-05
[36,] 9.126192e-07 3.120856e-06 9.354330e-06 2.470377e-05 5.785001e-05
[37,] 7.227242e-07 2.555190e-06 7.900660e-06 2.146180e-05 5.151441e-05
[38,] 5.453112e-07 1.995489e-06 6.374652e-06 1.784798e-05 4.402299e-05
[39,] 3.915313e-07 1.484256e-06 4.904688e-06 1.417687e-05 3.600856e-05
[40,] 2.673176e-07 1.050533e-06 3.594412e-06 1.073995e-05 2.813882e-05
[41,] 1.734726e-07 7.071192e-07 2.507043e-06 7.751771e-06 2.097931e-05
[42,] 1.069653e-07 4.524537e-07 1.663270e-06 5.326447e-06 1.490776e-05
[43,] 6.265649e-08 2.751179e-07 1.049161e-06 3.482190e-06 1.008832e-05
[44,] 3.486007e-08 1.589365e-07 6.290058e-07 2.164923e-06 6.497303e-06
[45,] 1.841932e-08 8.721852e-08 3.583322e-07 1.279520e-06 3.980459e-06
[46,] 9.241840e-09 4.545807e-08 1.939304e-07 7.186862e-07 2.318684e-06
[47,] 4.403004e-09 2.249994e-08 9.969286e-08 3.835461e-07 1.283855e-06
[48,] 1.991674e-09 1.057500e-08 4.867247e-08 1.944469e-07 6.755264e-07
[49,] 8.553515e-10 4.719296e-09 2.256623e-08 9.363210e-08 3.376981e-07
[50,] 3.487481e-10 1.999620e-09 9.934716e-09 4.281912e-08 1.603620e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.280382e-05 5.928922e-06 2.818953e-06 2.140639e-06 3.533353e-06
 [2,] 2.441477e-05 1.170667e-05 5.441219e-06 3.258904e-06 4.146803e-06
 [3,] 4.437228e-05 2.214315e-05 1.041267e-05 5.410378e-06 5.053999e-06
 [4,] 7.687279e-05 4.003455e-05 1.939901e-05 9.491526e-06 6.684613e-06
 [5,] 1.269974e-04 6.913633e-05 3.485012e-05 1.694090e-05 9.812423e-06
 [6,] 2.001758e-04 1.140458e-04 6.010696e-05 2.991344e-05 1.570934e-05
 [7,] 3.012430e-04 1.797912e-04 9.936151e-05 5.142073e-05 2.632172e-05
 [8,] 4.331729e-04 2.710817e-04 1.573858e-04 8.537080e-05 4.443895e-05
 [9,] 5.957293e-04 3.912698e-04 2.389727e-04 1.364258e-04 7.379752e-05
[10,] 7.843953e-04 5.411880e-04 3.480892e-04 2.095985e-04 1.190355e-04
[11,] 9.899590e-04 7.181196e-04 4.868274e-04 3.095395e-04 1.853962e-04
[12,] 1.199014e-03 9.151934e-04 6.543214e-04 4.395296e-04 2.780912e-04
[13,] 1.395390e-03 1.121431e-03 8.458637e-04 6.002847e-04 4.012895e-04
[14,] 1.562276e-03 1.322554e-03 1.052476e-03 7.887883e-04 5.568098e-04
[15,] 1.684587e-03 1.502484e-03 1.261156e-03 9.974603e-04 7.427403e-04
[16,] 1.751110e-03 1.645340e-03 1.455930e-03 1.214008e-03 9.523559e-04
[17,] 1.756037e-03 1.737626e-03 1.619696e-03 1.422241e-03 1.173776e-03
[18,] 1.699667e-03 1.770253e-03 1.736651e-03 1.603952e-03 1.390731e-03
[19,] 1.588243e-03 1.740044e-03 1.794883e-03 1.741649e-03 1.584564e-03
[20,] 1.432995e-03 1.650406e-03 1.788586e-03 1.821630e-03 1.737210e-03
[21,] 1.248555e-03 1.510968e-03 1.719337e-03 1.836666e-03 1.834515e-03
[22,] 1.050975e-03 1.336180e-03 1.596030e-03 1.787545e-03 1.869038e-03
[23,] 8.556580e-04 1.143106e-03 1.433415e-03 1.683015e-03 1.841537e-03
[24,] 6.755338e-04 9.488609e-04 1.249551e-03 1.538111e-03 1.760719e-03
[25,] 5.198040e-04 7.682339e-04 1.062801e-03 1.371301e-03 1.641326e-03
[26,] 3.934240e-04 6.119882e-04 8.890699e-04 1.201224e-03 1.501157e-03
[27,] 2.973333e-04 4.860995e-04 7.398711e-04 1.043804e-03 1.357825e-03
[28,] 2.292557e-04 3.919282e-04 6.214837e-04 9.103117e-04 1.226040e-03
[29,] 1.847883e-04 3.270894e-04 5.351522e-04 8.065850e-04 1.115872e-03
[30,] 1.584996e-04 2.866714e-04 4.780291e-04 7.332891e-04 1.032127e-03
[31,] 1.448306e-04 2.644747e-04 4.444788e-04 6.868879e-04 9.746479e-04
[32,] 1.387170e-04 2.540517e-04 4.274121e-04 6.609627e-04 9.392315e-04
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[45,] 1.991780e-06 1.583630e-06 1.131268e-06 7.282879e-07 4.292592e-07
[46,] 1.107883e-06 9.004842e-07 6.576800e-07 4.303207e-07 2.550410e-07
[47,] 5.890530e-07 4.891321e-07 3.659538e-07 2.444244e-07 1.465950e-07
[48,] 2.995159e-07 2.536736e-07 1.945847e-07 1.330989e-07 8.122486e-08
[49,] 1.457583e-07 1.255962e-07 9.876257e-08 6.933354e-08 4.324340e-08
[50,] 6.796076e-08 5.938042e-08 4.781916e-08 3.449462e-08 2.206165e-08

> 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  
   12.42870      0.01537  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/16nzv1226508310.ps tmp/16nzv1226508310.png")
> system("convert tmp/2hcow1226508310.ps tmp/2hcow1226508310.png")
> system("convert tmp/3l1gl1226508310.ps tmp/3l1gl1226508310.png")
> system("convert tmp/4r9h91226508310.ps tmp/4r9h91226508310.png")
> system("convert tmp/5apx81226508310.ps tmp/5apx81226508310.png")
> system("convert tmp/6t1xu1226508310.ps tmp/6t1xu1226508310.png")
> system("convert tmp/7tbcs1226508310.ps tmp/7tbcs1226508310.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.209   2.330   4.505