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(104.0,107.9,113.8,113.8,123.1,125.1,137.6,134.0,140.3,152.1,150.6,167.3,153.2,142.0,154.4,158.5,180.9,181.3,172.4,192.0,199.3,215.4,214.3,201.5,190.5,196.0,215.7,209.4,214.1,237.8,239.0,237.8,251.5,248.8,215.4,201.2,203.1,214.2,188.9,203.0,213.3,228.5,228.2,240.9,258.8,248.5,269.2,289.6,323.4,317.2,322.8,340.9,368.2,388.5,441.2,474.3,483.9,417.9,365.9,263.0)
> y <- c(111.4,114.1,121.8,127.6,129.9,128.0,123.5,124.0,127.4,127.6,128.4,131.4,135.1,134.0,144.5,147.3,150.9,148.7,141.4,138.9,139.8,145.6,147.9,148.5,151.1,157.5,167.5,172.3,173.5,187.5,205.5,195.1,204.5,204.5,201.7,207.0,206.6,210.6,211.1,215.0,223.9,238.2,238.9,229.6,232.2,222.1,221.6,227.3,221.0,213.6,243.4,253.8,265.3,268.2,268.5,266.9,268.4,250.8,231.2,192.0)
> x <- c(118.4,121.4,128.8,131.7,141.7,142.9,139.4,134.7,125.0,113.6,111.5,108.5,112.3,116.6,115.5,120.1,132.9,128.1,129.3,132.5,131.0,124.9,120.8,122.0,122.1,127.4,135.2,137.3,135.0,136.0,138.4,134.7,138.4,133.9,133.6,141.2,151.8,155.4,156.6,161.6,160.7,156.0,159.5,168.7,169.9,169.9,185.9,190.8,195.8,211.9,227.1,251.3,256.7,251.9,251.2,270.3,267.2,243.0,229.9,187.2)
> par7 = 'PIC energiegrondst.'
> par6 = 'PIC industr. grondstoffen'
> par5 = 'PIC levensmid.'
> 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/188ax1226487892.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/2f9bt1226487892.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/3p8rz1226487892.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/4ufna1226487892.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/5xksf1226487892.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  
    41.8132       0.9058  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6a67q1226487892.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]  90.4385  94.5002  98.5619 102.6236 106.6853 110.7470 114.8087 118.8704
 [9] 122.9321 126.9937 131.0554 135.1171 139.1788 143.2405 147.3022 151.3639
[17] 155.4256 159.4873 163.5490 167.6107 171.6724 175.7341 179.7958 183.8575
[25] 187.9192 191.9808 196.0425 200.1042 204.1659 208.2276 212.2893 216.3510
[33] 220.4127 224.4744 228.5361 232.5978 236.6595 240.7212 244.7829 248.8446
[41] 252.9063 256.9679 261.0296 265.0913 269.1530 273.2147 277.2764 281.3381
[49] 285.3998 289.4615

$yords
 [1]  63.45117  72.85928  82.26740  91.67552 101.08363 110.49175 119.89986
 [8] 129.30798 138.71609 148.12421 157.53232 166.94044 176.34856 185.75667
[15] 195.16479 204.57290 213.98102 223.38913 232.79725 242.20536 251.61348
[22] 261.02160 270.42971 279.83783 289.24594 298.65406 308.06217 317.47029
[29] 326.87840 336.28652 345.69464 355.10275 364.51087 373.91898 383.32710
[36] 392.73521 402.14333 411.55144 420.95956 430.36768 439.77579 449.18391
[43] 458.59202 468.00014 477.40825 486.81637 496.22448 505.63260 515.04072
[50] 524.44883

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.635812e-03 1.711079e-03 1.228493e-03 6.393616e-04 2.595828e-04
 [2,] 2.063715e-03 2.865433e-03 2.731939e-03 1.853760e-03 9.491001e-04
 [3,] 2.046543e-03 3.673313e-03 4.583041e-03 4.052532e-03 2.649555e-03
 [4,] 1.647193e-03 3.724222e-03 5.937617e-03 6.754518e-03 5.642451e-03
 [5,] 1.087376e-03 3.071742e-03 6.127110e-03 8.781031e-03 9.262030e-03
 [6,] 5.777206e-04 2.073019e-03 5.160043e-03 9.167428e-03 1.198299e-02
 [7,] 2.386047e-04 1.120571e-03 3.550469e-03 7.846078e-03 1.256512e-02
 [8,] 7.413377e-05 4.689508e-04 1.949256e-03 5.486630e-03 1.086735e-02
 [9,] 1.692392e-05 1.473114e-04 8.257288e-04 3.053743e-03 7.695089e-03
[10,] 2.796941e-06 3.397748e-05 2.620763e-04 1.308174e-03 4.333819e-03
[11,] 3.331357e-07 5.675852e-06 6.104257e-05 4.192790e-04 1.876025e-03
[12,] 3.279678e-08 6.893325e-07 1.030839e-05 9.858708e-05 6.070402e-04
[13,] 1.269406e-08 8.381880e-08 1.294304e-06 1.685385e-05 1.441167e-04
[14,] 2.188673e-08 6.088069e-08 2.312412e-07 2.266520e-06 2.506065e-05
[15,] 3.669621e-08 1.102307e-07 2.742649e-07 7.102037e-07 3.910606e-06
[16,] 4.964232e-08 1.807081e-07 4.982590e-07 1.130183e-06 2.312076e-06
[17,] 5.101998e-08 2.418416e-07 7.961919e-07 2.020571e-06 4.207717e-06
[18,] 3.836457e-08 2.487579e-07 1.051102e-06 3.141408e-06 7.349869e-06
[19,] 2.070088e-08 1.885478e-07 1.079798e-06 4.080018e-06 1.110795e-05
[20,] 7.947067e-09 1.029598e-07 8.240891e-07 4.177147e-06 1.416014e-05
[21,] 2.165220e-09 4.010716e-08 4.552930e-07 3.206433e-06 1.441752e-05
[22,] 4.195079e-10 1.111882e-08 1.800542e-07 1.792056e-06 1.111961e-05
[23,] 5.825134e-11 2.201970e-09 5.087522e-08 7.201459e-07 6.287523e-06
[24,] 5.901587e-12 3.152992e-10 1.033776e-08 2.079231e-07 2.571385e-06
[25,] 4.514376e-13 3.349557e-11 1.538215e-09 4.359122e-08 7.615338e-07
[26,] 2.742976e-14 2.758569e-12 1.735932e-10 6.810024e-09 1.660027e-07
[27,] 1.384734e-15 1.854752e-13 1.563092e-11 8.286334e-10 2.757851e-08
[28,] 5.821193e-17 1.043954e-14 1.171070e-12 8.256683e-11 3.670334e-09
[29,] 1.952597e-18 4.796302e-16 7.283529e-14 6.879687e-12 4.067945e-10
[30,] 4.962880e-20 1.707602e-17 3.597139e-15 4.659530e-13 3.732230e-11
[31,] 9.219402e-22 4.507069e-19 1.341281e-16 2.435750e-14 2.708399e-12
[32,] 1.227590e-23 8.589742e-21 3.648301e-18 9.416958e-16 1.479821e-13
[33,] 1.160759e-25 1.166573e-22 7.106795e-20 2.625928e-17 5.890015e-15
[34,] 7.761318e-28 1.122111e-24 9.827675e-22 5.215637e-19 1.677996e-16
[35,] 3.662868e-30 7.623692e-27 9.609251e-24 7.336051e-21 3.392968e-18
[36,] 1.219088e-32 3.654012e-29 6.631544e-26 7.288044e-23 4.850809e-20
[37,] 2.860298e-35 1.234842e-31 3.227595e-28 5.107926e-25 4.894907e-22
[38,] 4.730086e-38 2.941550e-34 1.107445e-30 2.524241e-27 3.483621e-24
[39,] 5.512700e-41 4.938634e-37 2.678333e-33 8.793451e-30 1.747895e-26
[40,] 4.527613e-44 5.843445e-40 4.565235e-36 2.159098e-32 6.181852e-29
[41,] 2.620379e-47 4.872367e-43 5.483917e-39 3.736255e-35 1.540984e-31
[42,] 1.068635e-50 2.862853e-46 4.642213e-42 4.556451e-38 2.707226e-34
[43,] 3.070804e-54 1.185310e-49 2.769175e-45 3.915848e-41 3.351802e-37
[44,] 6.217478e-58 3.457967e-53 1.163987e-48 2.371452e-44 2.924418e-40
[45,] 8.869611e-62 7.108093e-57 3.447508e-52 1.011996e-47 1.798015e-43
[46,] 8.914702e-66 1.029467e-60 7.194578e-56 3.043004e-51 7.789739e-47
[47,] 6.312601e-70 1.050475e-64 1.057875e-59 6.447191e-55 2.378006e-50
[48,] 3.149197e-74 7.552015e-69 1.095927e-63 9.624361e-59 5.115072e-54
[49,] 1.106784e-78 3.824945e-73 7.998861e-68 1.012249e-62 7.752114e-58
[50,] 2.740242e-83 1.364783e-77 4.113055e-72 7.500787e-67 8.277649e-62
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.908544e-05 2.838089e-05 8.855395e-06 2.461915e-06 5.188762e-07
 [2,] 3.921576e-04 1.418270e-04 4.930474e-05 1.639622e-05 4.503761e-06
 [3,] 1.352294e-03 5.737546e-04 2.219389e-04 8.410539e-05 2.883664e-05
 [4,] 3.608748e-03 1.850987e-03 8.161767e-04 3.426229e-04 1.390998e-04
 [5,] 7.431776e-03 4.693765e-03 2.437663e-03 1.137006e-03 5.204162e-04
 [6,] 1.192138e-02 9.300325e-03 5.832921e-03 3.105279e-03 1.561379e-03
 [7,] 1.522541e-02 1.450081e-02 1.107642e-02 6.941577e-03 3.861483e-03
 [8,] 1.591149e-02 1.816659e-02 1.674158e-02 1.257064e-02 7.962767e-03
 [9,] 1.382060e-02 1.879220e-02 2.050838e-02 1.840012e-02 1.364349e-02
[10,] 9.871123e-03 1.629509e-02 2.090604e-02 2.204581e-02 1.931538e-02
[11,] 5.615567e-03 1.169479e-02 1.801181e-02 2.212741e-02 2.269935e-02
[12,] 2.455444e-03 6.710381e-03 1.294614e-02 1.889562e-02 2.250023e-02
[13,] 8.023733e-04 2.964302e-03 7.484060e-03 1.356872e-02 1.905720e-02
[14,] 1.925726e-04 9.793611e-04 3.342789e-03 7.897191e-03 1.366021e-02
[15,] 3.452186e-05 2.384891e-04 1.119465e-03 3.572367e-03 8.005362e-03
[16,] 7.206994e-06 4.555347e-05 2.790586e-04 1.218720e-03 3.679372e-03
[17,] 7.404144e-06 1.499737e-05 6.083526e-05 3.171768e-04 1.291506e-03
[18,] 1.407813e-05 2.216799e-05 3.427784e-05 8.795333e-05 3.649529e-04
[19,] 2.397741e-05 4.223745e-05 6.055612e-05 7.971612e-05 1.430106e-04
[20,] 3.522261e-05 7.014059e-05 1.135482e-04 1.494812e-04 1.775438e-04
[21,] 4.398911e-05 1.002069e-04 1.839588e-04 2.735226e-04 3.324802e-04
[22,] 4.445581e-05 1.224517e-04 2.558682e-04 4.325536e-04 5.907091e-04
[23,] 3.441889e-05 1.226300e-04 3.057531e-04 5.865408e-04 9.120247e-04
[24,] 1.969998e-05 9.525200e-05 3.030671e-04 6.854596e-04 1.207468e-03
[25,] 8.218878e-06 5.524527e-05 2.361377e-04 6.720988e-04 1.381033e-03
[26,] 2.510446e-06 2.359678e-05 1.390488e-04 5.255683e-04 1.339649e-03
[27,] 5.747676e-07 7.489213e-06 6.111215e-05 3.151375e-04 1.052767e-03
[28,] 1.029799e-07 1.822832e-06 2.034484e-05 1.434745e-04 6.455072e-04
[29,] 1.514708e-08 3.567921e-07 5.331933e-06 5.065054e-05 3.069552e-04
[30,] 1.861042e-09 5.820221e-08 1.150106e-06 1.445466e-05 1.161978e-04
[31,] 1.852621e-10 7.843880e-09 2.071536e-07 3.443219e-06 3.636676e-05
[32,] 1.419400e-11 8.340804e-10 3.018469e-08 6.775405e-07 9.520621e-06
[33,] 8.030360e-13 6.667696e-11 3.381319e-09 1.051747e-07 2.018945e-06
[34,] 3.274736e-14 3.880393e-12 2.795867e-10 1.227612e-08 3.295926e-07
[35,] 9.509983e-16 1.616092e-13 1.666275e-11 1.043517e-09 3.976178e-08
[36,] 1.955684e-17 4.777161e-15 7.072653e-13 6.350000e-11 3.460265e-09
[37,] 2.840691e-19 9.984891e-17 2.126104e-14 2.743286e-12 2.145783e-10
[38,] 2.911081e-21 1.473126e-18 4.514776e-16 8.381344e-14 9.426882e-12
[39,] 2.103577e-23 1.532915e-20 6.764371e-18 1.807721e-15 2.926076e-13
[40,] 1.071582e-25 1.124650e-22 7.146946e-20 2.750226e-17 6.409103e-15
[41,] 3.847670e-28 5.816450e-25 5.323548e-22 2.950230e-19 9.900317e-17
[42,] 9.737326e-31 2.120283e-27 2.795166e-24 2.231040e-21 1.078241e-18
[43,] 1.736716e-33 5.447510e-30 1.034441e-26 1.189262e-23 8.278163e-21
[44,] 2.182948e-36 9.863857e-33 2.698167e-29 4.468218e-26 4.479848e-23
[45,] 1.933607e-39 1.258704e-35 4.959963e-32 1.183197e-28 1.708753e-25
[46,] 1.206940e-42 1.131907e-38 6.425632e-35 2.208138e-31 4.593674e-28
[47,] 5.308600e-46 7.172843e-42 5.866301e-38 2.904182e-34 8.703378e-31
[48,] 1.645278e-49 3.202973e-45 3.774078e-41 2.691761e-37 1.162112e-33
[49,] 3.592889e-53 1.007806e-48 1.710943e-44 1.758103e-40 1.093504e-36
[50,] 5.528178e-57 2.234342e-52 5.465448e-48 8.091598e-44 7.250904e-40
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.463918e-08 6.987332e-09 4.168854e-10 1.567578e-11 3.685885e-13
 [2,] 8.856166e-07 1.157072e-07 9.725417e-09 5.178844e-10 1.730824e-11
 [3,] 7.588326e-06 1.371045e-06 1.616353e-07 1.215740e-08 5.764379e-10
 [4,] 4.740907e-05 1.167533e-05 1.918220e-06 2.030971e-07 1.363113e-08
 [5,] 2.193087e-04 7.193457e-05 1.630802e-05 2.419079e-06 2.291815e-07
 [6,] 7.690864e-04 3.241592e-04 9.980476e-05 2.059633e-05 2.744192e-06
 [7,] 2.113336e-03 1.087370e-03 4.430920e-04 1.258115e-04 2.345123e-05
 [8,] 4.728316e-03 2.791832e-03 1.445370e-03 5.545116e-04 1.434548e-04
 [9,] 8.893705e-03 5.711289e-03 3.539955e-03 1.780073e-03 6.309254e-04
[10,] 1.426223e-02 9.762077e-03 6.746660e-03 4.230695e-03 2.009370e-03
[11,] 1.946262e-02 1.449197e-02 1.055434e-02 7.666591e-03 4.692521e-03
[12,] 2.251706e-02 1.894262e-02 1.441485e-02 1.114996e-02 8.226724e-03
[13,] 2.217815e-02 2.163002e-02 1.790296e-02 1.403873e-02 1.132926e-02
[14,] 1.871237e-02 2.133604e-02 2.017753e-02 1.645174e-02 1.327581e-02
[15,] 1.341549e-02 1.808060e-02 2.008953e-02 1.825540e-02 1.463372e-02
[16,] 7.936075e-03 1.305356e-02 1.729816e-02 1.846733e-02 1.592897e-02
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[49,] 1.274912e-05 1.582212e-05 1.218287e-05 6.392656e-06 3.278512e-06
[50,] 2.887918e-06 5.132190e-06 5.561207e-06 3.765727e-06 1.808963e-06
             [,31]        [,32]        [,33]        [,34]        [,35]
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[10,] 5.191406e-36 9.061756e-40 5.057973e-43 6.016828e-46 4.855865e-49
[11,] 3.467745e-33 9.059925e-37 8.115941e-40 1.413377e-42 1.643828e-45
[12,] 1.632751e-30 6.418409e-34 9.205509e-37 2.340544e-39 3.921254e-42
[13,] 5.420204e-28 3.224815e-31 7.381936e-34 2.733265e-36 6.592972e-39
[14,] 1.269038e-25 1.150227e-28 4.185993e-31 2.251593e-33 7.814888e-36
[15,] 2.096415e-23 2.915762e-26 1.679139e-28 1.308935e-30 6.532456e-33
[16,] 2.444895e-21 5.259971e-24 4.767403e-26 5.372984e-28 3.852398e-30
[17,] 2.014390e-19 6.763054e-22 9.587050e-24 1.558314e-25 1.603563e-27
[18,] 1.173824e-17 6.209616e-20 1.366779e-21 3.195785e-23 4.714055e-25
[19,] 4.847064e-16 4.082605e-18 1.383123e-19 4.638753e-21 9.794275e-23
[20,] 1.424552e-14 1.931296e-16 9.952626e-18 4.771255e-19 1.439451e-20
[21,] 3.017191e-13 6.642885e-15 5.107158e-16 3.482551e-17 1.497995e-18
[22,] 4.786697e-12 1.704478e-13 1.879541e-14 1.807431e-15 1.105238e-16
[23,] 6.335622e-11 3.462091e-12 5.024274e-13 6.691097e-14 5.790263e-15
[24,] 8.418427e-10 6.169413e-11 1.004568e-11 1.777651e-12 2.158487e-13
[25,] 1.197561e-08 1.047445e-09 1.596001e-10 3.434674e-11 5.744656e-12
[26,] 1.559421e-07 1.634779e-08 2.201455e-09 4.971796e-10 1.098562e-10
[27,] 1.601555e-06 2.111456e-07 2.783863e-08 5.717644e-09 1.530580e-09
[28,] 1.220149e-05 2.090247e-06 3.100467e-07 5.667816e-08 1.601413e-08
[29,] 6.777205e-05 1.530910e-05 2.795439e-06 5.072877e-07 1.332809e-07
[30,] 2.740620e-04 8.185335e-05 1.920463e-05 3.944532e-06 9.518616e-07
[31,] 8.117923e-04 3.183445e-04 9.765340e-05 2.467596e-05 6.063958e-06
[32,] 1.782326e-03 9.024881e-04 3.633743e-04 1.174817e-04 3.314443e-05
[33,] 2.949531e-03 1.879192e-03 9.865649e-04 4.144836e-04 1.447317e-04
[34,] 3.748177e-03 2.915146e-03 1.959357e-03 1.072871e-03 4.798980e-04
[35,] 3.713836e-03 3.440392e-03 2.871428e-03 2.033726e-03 1.179976e-03
[36,] 2.916288e-03 3.168320e-03 3.158439e-03 2.833730e-03 2.135034e-03
[37,] 1.980436e-03 2.360518e-03 2.683236e-03 2.933701e-03 2.843790e-03
[38,] 1.714859e-03 1.624102e-03 1.867500e-03 2.312956e-03 2.805785e-03
[39,] 2.600992e-03 1.585636e-03 1.311975e-03 1.497508e-03 2.088527e-03
[40,] 4.322902e-03 2.572449e-03 1.490289e-03 1.077089e-03 1.270239e-03
[41,] 5.675312e-03 4.246903e-03 2.569877e-03 1.412698e-03 9.186852e-04
[42,] 5.467712e-03 5.514153e-03 4.151920e-03 2.536425e-03 1.317883e-03
[43,] 3.802672e-03 5.304079e-03 5.244747e-03 3.978097e-03 2.404314e-03
[44,] 1.900095e-03 3.711106e-03 4.963306e-03 4.841060e-03 3.658394e-03
[45,] 6.851952e-04 1.870940e-03 3.454366e-03 4.454517e-03 4.279683e-03
[46,] 1.837455e-04 6.768832e-04 1.745238e-03 3.050904e-03 3.803386e-03
[47,] 4.076219e-05 1.767547e-04 6.343396e-04 1.532248e-03 2.541871e-03
[48,] 9.423203e-06 3.453428e-05 1.652459e-04 5.572637e-04 1.259374e-03
[49,] 2.691641e-06 5.729690e-06 3.107640e-05 1.455069e-04 4.558330e-04
[50,] 9.629316e-07 1.057213e-06 4.401906e-06 2.719155e-05 1.191076e-04
             [,36]        [,37]         [,38]         [,39]         [,40]
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[10,] 2.384126e-52 7.087232e-56  1.274985e-59  1.387777e-63  9.138157e-68
[11,] 1.162758e-48 4.980950e-52  1.291504e-55  2.026381e-59  1.923573e-63
[12,] 3.995080e-45 2.465774e-48  9.213895e-52  2.083748e-55  2.851399e-59
[13,] 9.672118e-42 8.599361e-45  4.630221e-48  1.509171e-51  2.976788e-55
[14,] 1.650222e-38 2.112963e-41  1.639062e-44  7.698625e-48  2.188678e-51
[15,] 1.984605e-35 3.658370e-38  4.087520e-41  2.766241e-44  1.133367e-47
[16,] 1.682898e-32 4.464361e-35  7.182525e-38  7.002187e-41  4.133961e-44
[17,] 1.006546e-29 3.840633e-32  8.894272e-35  1.248775e-37  1.062168e-40
[18,] 4.248004e-27 2.329955e-29  7.763353e-32  1.569288e-34  1.922612e-37
[19,] 1.265742e-24 9.971581e-27  4.777679e-29  1.389880e-31  2.452027e-34
[20,] 2.664393e-22 3.012044e-24  2.073790e-26  8.677945e-29  2.203798e-31
[21,] 3.965296e-20 6.425149e-22  6.351372e-24  3.820702e-26  1.396091e-28
[22,] 4.176250e-18 9.685930e-20  1.373275e-21  1.186661e-23  6.235562e-26
[23,] 3.116051e-16 1.032750e-17  2.097500e-19  2.601122e-21  1.964233e-23
[24,] 1.649309e-14 7.796159e-16  2.264830e-17  4.026200e-19  4.365652e-21
[25,] 6.202761e-13 4.171663e-14  1.730433e-15  4.403849e-17  6.849639e-19
[26,] 1.661138e-11 1.584444e-12  9.365203e-14  3.406622e-15  7.591210e-17
[27,] 3.179045e-10 4.278796e-11  3.594702e-12  1.865501e-13  5.947119e-15
[28,] 4.377251e-09 8.234635e-10  9.799925e-11  7.240037e-12  3.296424e-13
[29,] 4.399856e-08 1.133585e-08  1.900899e-09  1.993985e-10  1.294099e-11
[30,] 3.330557e-07 1.124255e-07  2.629745e-08  3.902973e-09  3.602493e-10
[31,] 2.010137e-06 8.157105e-07  2.604819e-07  5.439387e-08  7.120953e-09
[32,] 1.038557e-05 4.471548e-06  1.861451e-06  5.410837e-07  1.001037e-07
[33,] 4.741229e-05 1.960980e-05  9.754122e-06  3.857580e-06  1.002650e-06
[34,] 1.837298e-04 7.360020e-05  3.876238e-05  1.987059e-05  7.173766e-06
[35,] 5.653931e-04 2.425986e-04  1.238228e-04  7.524689e-05  3.682263e-05
[36,] 1.319834e-03 6.741585e-04  3.395209e-04  2.171178e-04  1.367792e-04
[37,] 2.291656e-03 1.485265e-03  8.171481e-04  5.073830e-04  3.746966e-04
[38,] 2.948042e-03 2.494330e-03  1.659293e-03  1.027216e-03  7.874784e-04
[39,] 2.821509e-03 3.149952e-03  2.692248e-03  1.843496e-03  1.359012e-03
[40,] 2.036963e-03 2.995187e-03  3.383992e-03  2.829786e-03  2.077793e-03
[41,] 1.190324e-03 2.166715e-03  3.269265e-03  3.542846e-03  2.893856e-03
[42,] 8.260486e-04 1.254312e-03  2.435363e-03  3.518908e-03  3.540643e-03
[43,] 1.180424e-03 7.941692e-04  1.435623e-03  2.737380e-03  3.606309e-03
[44,] 2.134927e-03 1.004618e-03  8.193953e-04  1.669270e-03  2.933948e-03
[45,] 3.162329e-03 1.746164e-03  8.205700e-04  8.845157e-04  1.859600e-03
[46,] 3.568825e-03 2.525864e-03  1.305325e-03  6.618010e-04  9.517726e-04
[47,] 3.058495e-03 2.767122e-03  1.841812e-03  8.935019e-04  5.437669e-04
[48,] 1.984013e-03 2.292216e-03  1.971275e-03  1.216976e-03  5.677756e-04
[49,] 9.636275e-04 1.440216e-03  1.585744e-03  1.278622e-03  7.264258e-04
[50,] 3.452653e-04 6.825793e-04  9.655904e-04  1.004368e-03  7.502136e-04
              [,41]         [,42]         [,43]         [,44]         [,45]
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[14,]  3.765171e-55  3.918732e-59  2.467218e-63  9.395821e-68  2.164225e-72
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[25,]  6.492056e-21  3.741304e-23  1.308859e-25  2.776477e-28  3.568418e-31
[26,]  1.032665e-18  8.552952e-21  4.304515e-23  1.314515e-25  2.433322e-28
[27,]  1.159872e-16  1.379520e-18  9.982014e-21  4.386489e-23  1.169164e-25
[28,]  9.205138e-15  1.570645e-16  1.632803e-18  1.031960e-20  3.958989e-23
[29,]  5.166133e-13  1.263059e-14  1.884762e-16  1.712116e-18  9.449652e-21
[30,]  2.052273e-11  7.179403e-13  1.536134e-14  2.004040e-16  1.590375e-18
[31,]  5.777167e-10  2.886997e-11  8.845728e-13  1.655722e-14  1.887907e-16
[32,]  1.153864e-08  8.221373e-10  3.601791e-11  9.661393e-13  1.581440e-14
[33,]  1.637444e-07  1.659928e-08  1.037982e-09  3.984502e-11  9.352895e-13
[34,]  1.653641e-06  2.379310e-07  2.119427e-08  1.162416e-09  3.907879e-11
[35,]  1.190715e-05  2.424723e-06  3.070016e-07  2.401266e-08  1.154461e-09
[36,]  6.129327e-05  1.759646e-05  3.158981e-06  3.516484e-07  2.413568e-08
[37,]  2.265906e-04  9.111287e-05  2.312499e-05  3.655316e-06  3.574756e-07
[38,]  6.073571e-04  3.375340e-04  1.206296e-04  2.700830e-05  3.755476e-06
[39,]  1.206149e-03  8.991024e-04  4.492809e-04  1.420621e-04  2.802174e-05
[40,]  1.859950e-03  1.741373e-03  1.198245e-03  5.328223e-04  1.487161e-04
[41,]  2.422340e-03  2.519615e-03  2.301832e-03  1.427882e-03  5.622237e-04
[42,]  2.926667e-03  2.901644e-03  3.231670e-03  2.743231e-03  1.516605e-03
[43,]  3.362403e-03  2.986785e-03  3.449668e-03  3.807891e-03  2.925607e-03
[44,]  3.449136e-03  3.062646e-03  3.088224e-03  3.906680e-03  4.053800e-03
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[46,]  1.914844e-03  2.638629e-03  2.519239e-03  2.381810e-03  3.125607e-03
[47,]  9.741247e-04  1.789061e-03  2.169530e-03  1.947812e-03  2.054442e-03
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[49,]  3.445130e-04  3.871270e-04  7.832911e-04  1.132042e-03  1.100838e-03
[50,]  3.925171e-04  2.074888e-04  3.136738e-04  5.987138e-04  7.632430e-04
              [,46]         [,47]         [,48]         [,49]         [,50]
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[10,]  1.934522e-97 3.771203e-103 4.446082e-109 3.170031e-115 1.366896e-121
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[12,]  4.870633e-87  1.973977e-92  4.838318e-98 7.171964e-104 6.429391e-110
[13,]  4.566706e-82  2.668593e-87  9.431055e-93  2.015727e-98 2.605509e-104
[14,]  3.015031e-77  2.540335e-82  1.294472e-87  3.989244e-93  7.434979e-99
[15,]  1.401647e-72  1.702762e-77  1.251056e-82  5.559027e-88  1.493876e-93
[16,]  4.588573e-68  8.037205e-73  8.514245e-78  5.454955e-83  2.113649e-88
[17,]  1.057783e-63  2.671349e-68  4.080247e-73  3.769222e-78  2.105801e-83
[18,]  1.717094e-59  6.252120e-64  1.376869e-68  1.833895e-73  1.477276e-78
[19,]  1.962831e-55  1.030402e-59  3.271713e-64  6.283034e-69  7.297518e-74
[20,]  1.580076e-51  1.195860e-55  5.474505e-60  1.515815e-64  2.538442e-69
[21,]  8.957279e-48  9.773333e-52  6.450487e-56  2.575099e-60  6.217631e-65
[22,]  3.576042e-44  5.624900e-48  5.352263e-52  3.080565e-56  1.072422e-60
[23,]  1.005453e-40  2.279795e-44  3.127336e-48  2.595061e-52  1.302504e-56
[24,]  1.991045e-37  6.507380e-41  1.286827e-44  1.539426e-48  1.113980e-52
[25,]  2.777098e-34  1.308186e-37  3.729003e-41  6.431008e-45  6.709214e-49
[26,]  2.728450e-31  1.852243e-34  7.610207e-38  1.891939e-41  2.845494e-45
[27,]  1.888439e-28  1.847255e-31  1.093849e-34  3.919790e-38  8.498673e-42
[28,]  9.208960e-26  1.297771e-28  1.107405e-31  5.719647e-35  1.787597e-38
[29,]  3.164450e-23  6.423170e-26  7.897084e-29  5.878123e-32  2.648000e-35
[30,]  7.664078e-21  2.240009e-23  3.967242e-26  4.255098e-29  2.762652e-32
[31,]  1.308567e-18  5.505118e-21  1.404160e-23  2.169748e-26  2.030064e-29
[32,]  1.575603e-16  9.536768e-19  3.502055e-21  7.794544e-24  1.050770e-26
[33,]  1.338377e-14  1.164852e-16  6.155881e-19  1.972924e-21  3.831408e-24
[34,]  8.024105e-13  1.003513e-14  7.628196e-17  3.519169e-19  9.842637e-22
[35,]  3.397485e-11  6.100218e-13  6.665817e-15  4.424631e-17  1.781705e-19
[36,]  1.016638e-09  2.617963e-11  4.109104e-13  3.922256e-15  2.273063e-17
[37,]  2.151738e-08  7.936955e-10  1.787747e-11  2.452236e-13  2.044286e-15
[38,]  3.224443e-07  1.701174e-08  5.492600e-10  1.081774e-11  1.296447e-13
[39,]  3.424957e-06  2.580137e-07  1.192517e-08  3.368848e-10  5.799785e-12
[40,]  2.581909e-05  2.772003e-06  1.831160e-07  7.410873e-09  1.831103e-10
[41,]  1.383273e-04  2.112123e-05  1.990602e-06  1.152460e-07  4.082248e-09
[42,]  5.274543e-04  1.142855e-04  1.533646e-05  1.268057e-06  6.430852e-08
[43,]  1.433613e-03  4.397630e-04  8.384767e-05  9.882334e-06  7.164290e-07
[44,]  2.782337e-03  1.205135e-03  3.257403e-04  5.461348e-05  5.649752e-06
[45,]  3.866639e-03  2.355692e-03  9.005030e-04  2.143014e-04  3.157302e-05
[46,]  3.875766e-03  3.291196e-03  1.774088e-03  5.979137e-04  1.251903e-04
[47,]  2.873090e-03  3.301033e-03  2.495059e-03  1.187868e-03  3.526769e-04
[48,]  1.716053e-03  2.412000e-03  2.512293e-03  1.683021e-03  7.068892e-04
[49,]  1.012342e-03  1.355981e-03  1.826963e-03  1.704308e-03  1.009580e-03
[50,]  6.882394e-04  6.909055e-04  9.920960e-04  1.240183e-03  1.029275e-03

> 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  
    -70.074        1.617  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7p26e1226487892.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]  94.242  98.126 102.010 105.894 109.778 113.662 117.546 121.430 125.314
[10] 129.198 133.082 136.966 140.850 144.734 148.618 152.502 156.386 160.270
[19] 164.154 168.038 171.922 175.806 179.690 183.574 187.458 191.342 195.226
[28] 199.110 202.994 206.878 210.762 214.646 218.530 222.414 226.298 230.182
[37] 234.066 237.950 241.834 245.718 249.602 253.486 257.370 261.254 265.138
[46] 269.022 272.906 276.790 280.674 284.558

$yords
 [1]  63.45117  72.85928  82.26740  91.67552 101.08363 110.49175 119.89986
 [8] 129.30798 138.71609 148.12421 157.53232 166.94044 176.34856 185.75667
[15] 195.16479 204.57290 213.98102 223.38913 232.79725 242.20536 251.61348
[22] 261.02160 270.42971 279.83783 289.24594 298.65406 308.06217 317.47029
[29] 326.87840 336.28652 345.69464 355.10275 364.51087 373.91898 383.32710
[36] 392.73521 402.14333 411.55144 420.95956 430.36768 439.77579 449.18391
[43] 458.59202 468.00014 477.40825 486.81637 496.22448 505.63260 515.04072
[50] 524.44883

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  9.282973e-05  2.336452e-04  6.469268e-04  1.454968e-03  2.241049e-03
 [2,]  3.477602e-04  2.474028e-04  5.379792e-04  1.412839e-03  3.041558e-03
 [3,]  1.350943e-03  8.645641e-04  5.857247e-04  1.088403e-03  2.694998e-03
 [4,]  2.425836e-03  2.721894e-03  1.831981e-03  1.227370e-03  1.957397e-03
 [5,]  2.305564e-03  4.157365e-03  4.688495e-03  3.309193e-03  2.262365e-03
 [6,]  1.842327e-03  3.861781e-03  6.287118e-03  6.949115e-03  5.102109e-03
 [7,]  1.287232e-03  3.210867e-03  5.965576e-03  8.551985e-03  8.957650e-03
 [8,]  8.732952e-04  2.243742e-03  5.037578e-03  8.500813e-03  1.067783e-02
 [9,]  5.307637e-04  1.627028e-03  3.585564e-03  7.107375e-03  1.109728e-02
[10,]  1.541864e-04  8.944200e-04  2.697986e-03  5.264913e-03  9.053959e-03
[11,]  1.687974e-05  2.121392e-04  1.284601e-03  3.913584e-03  7.049359e-03
[12,]  6.694341e-07  1.861280e-05  2.465536e-04  1.565721e-03  4.900636e-03
[13,]  9.562916e-09  5.900031e-07  1.731433e-05  2.419019e-04  1.615378e-03
[14,]  4.915837e-11  6.733617e-09  4.385914e-07  1.358645e-05  2.002826e-04
[15,]  9.090529e-14  2.765094e-11  3.998913e-09  2.749893e-07  8.992614e-06
[16,]  6.045777e-17  4.084252e-14  1.311720e-11  2.002928e-09  1.454162e-07
[17,]  1.445678e-20  2.169405e-17  1.547521e-14  5.247891e-12  8.460792e-10
[18,]  1.292122e-24  4.145297e-21  6.565170e-18  4.944942e-15  1.770657e-12
[19,]  4.413198e-26  1.993250e-24  1.051448e-21  1.681451e-18  1.333333e-15
[20,]  1.500112e-26  1.271539e-24  5.145891e-23  1.356604e-21  4.251955e-19
[21,]  1.827996e-27  3.450260e-25  3.091009e-23  1.316085e-21  2.785705e-20
[22,]  7.974406e-29  3.352046e-26  6.687690e-24  6.332901e-22  2.847377e-20
[23,]  1.245341e-30  1.165833e-27  5.180102e-25  1.092433e-22  1.093476e-20
[24,]  6.962250e-33  1.451556e-29  1.436387e-26  6.746269e-24  1.503870e-21
[25,]  1.393403e-35  6.469896e-32  1.425843e-28  1.491420e-25  7.404275e-23
[26,]  9.983337e-39  1.032364e-34  5.066911e-31  1.180342e-27  1.305047e-24
[27,]  2.560587e-42  5.897028e-38  6.445854e-34  3.344117e-30  8.234480e-27
[28,]  2.351130e-46  1.205886e-41  2.935553e-37  3.391776e-33  1.860022e-29
[29,]  7.728183e-51  8.827624e-46  4.785904e-41  1.231510e-36  1.504061e-32
[30,]  9.093944e-56  2.313422e-50  2.793260e-45  1.600742e-40  4.353968e-36
[31,]  3.830803e-61  2.170347e-55  5.836093e-50  7.448502e-45  4.512003e-40
[32,]  5.777004e-67  7.289172e-61  4.365233e-55  1.240768e-49  1.673891e-44
[33,]  3.118752e-73  8.763808e-67  1.168849e-60  7.399084e-55  2.223059e-49
[34,]  6.027369e-80  3.772039e-73  1.120414e-66  1.579553e-60  1.056924e-54
[35,]  4.170070e-87  5.812035e-80  3.844738e-73  1.207144e-66  1.798892e-60
[36,]  1.032827e-94  3.205892e-87  4.723065e-80  3.302575e-73  1.096062e-66
[37,] 9.157576e-103  6.330504e-95  2.077063e-87  3.234558e-80  2.390748e-73
[38,] 2.906713e-111 4.475034e-103  3.269974e-95  1.134086e-87  1.866815e-80
[39,] 3.302877e-120 1.132461e-111 1.842924e-103  1.423461e-95  5.218399e-88
[40,] 1.343543e-129 1.025932e-120 3.718256e-112 6.396079e-104  5.222062e-96
[41,] 1.956495e-139 3.327226e-130 2.685589e-121 1.028846e-112 1.870747e-104
[42,] 1.019942e-149 3.862918e-140 6.943991e-131 5.924566e-122 2.399151e-113
[43,] 1.903446e-160 1.605524e-150 6.427574e-141 1.221324e-131 1.101459e-122
[44,] 1.271669e-171 2.388840e-161 2.129873e-151 9.013095e-142 1.810289e-132
[45,] 3.041422e-183 1.272407e-172 2.526556e-162 2.381144e-152 1.065114e-142
[46,] 2.604040e-195 2.426238e-184 1.072934e-173 2.251988e-163 2.243432e-153
[47,] 7.981555e-208 1.656188e-196 1.631119e-185 7.624567e-175 1.691603e-164
[48,] 8.757818e-221 4.047199e-209 8.877014e-198 9.241297e-187 4.566176e-176
[49,] 3.440116e-234 3.540529e-222 1.729486e-210 4.009770e-199 4.412407e-188
[50,] 4.837477e-248 1.108793e-235 1.206245e-223 6.228372e-212 1.526396e-200
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  2.137600e-03  1.690168e-03  1.543440e-03  1.070517e-03  4.238445e-04
 [2,]  4.643303e-03  4.442845e-03  3.329075e-03  2.887620e-03  2.089413e-03
 [3,]  5.529741e-03  8.297276e-03  7.993022e-03  5.802381e-03  4.795230e-03
 [4,]  4.526198e-03  8.823697e-03  1.289961e-02  1.253286e-02  9.031554e-03
 [5,]  3.169054e-03  6.775526e-03  1.252197e-02  1.769506e-02  1.734785e-02
 [6,]  3.643209e-03  4.665719e-03  9.190108e-03  1.609167e-02  2.187251e-02
 [7,]  6.735376e-03  5.097190e-03  6.272179e-03  1.149576e-02  1.912595e-02
 [8,]  1.021185e-02  7.664543e-03  6.182854e-03  7.682801e-03  1.343598e-02
 [9,]  1.242495e-02  1.054470e-02  7.627860e-03  6.537750e-03  8.543174e-03
[10,]  1.316081e-02  1.354084e-02  1.015613e-02  6.852369e-03  6.172744e-03
[11,]  1.048226e-02  1.411691e-02  1.377864e-02  9.407332e-03  5.937188e-03
[12,]  8.478675e-03  1.108589e-02  1.374025e-02  1.308801e-02  8.645959e-03
[13,]  5.250421e-03  9.008876e-03  1.071651e-02  1.230280e-02  1.180858e-02
[14,]  1.408655e-03  4.786008e-03  8.338028e-03  9.434752e-03  1.040068e-02
[15,]  1.399040e-04  1.037375e-03  3.699586e-03  6.656895e-03  7.532032e-03
[16,]  5.020292e-06  8.244131e-05  6.448504e-04  2.420693e-03  4.559937e-03
[17,]  6.485508e-08  2.363865e-06  4.097845e-05  3.382719e-04  1.339643e-03
[18,]  3.014209e-10  2.439508e-08  9.387690e-07  1.718096e-05  1.497389e-04
[19,]  5.038826e-13  9.056340e-11  7.738965e-09  3.144373e-07  6.076263e-06
[20,]  3.112377e-16  1.214980e-13  2.296695e-11  2.070851e-09  8.883456e-08
[21,]  7.546568e-19  1.284045e-16  2.969417e-14  5.090717e-12  4.704129e-10
[22,]  6.152696e-19  9.014559e-18  5.191437e-16  4.256891e-14  2.335725e-12
[23,]  5.195495e-19  1.175689e-17  1.411942e-16  3.445848e-15  2.389698e-13
[24,]  1.591162e-19  7.990838e-18  1.906554e-16  2.228852e-15  2.541048e-14
[25,]  1.744697e-20  1.951258e-18  1.035802e-16  2.610541e-15  3.150633e-14
[26,]  6.848548e-22  1.705792e-19  2.016563e-17  1.131525e-15  3.013923e-14
[27,]  9.623762e-24  5.338360e-21  1.405485e-18  1.756319e-16  1.041708e-14
[28,]  4.841309e-26  5.980830e-23  3.506829e-20  9.759406e-18  1.289107e-15
[29,]  8.718598e-29  2.398732e-25  3.132354e-22  1.941397e-19  5.710984e-17
[30,]  5.620859e-32  3.444086e-28  1.001611e-24  1.382541e-21  9.057498e-19
[31,]  1.297249e-35  1.770237e-31  1.146550e-27  3.524588e-24  5.142494e-21
[32,]  1.071809e-39  3.257328e-35  4.698501e-31  3.216702e-27  1.045230e-23
[33,]  3.170136e-44  2.145648e-39  6.892751e-35  1.050946e-30  7.605315e-27
[34,]  3.356657e-49  5.059690e-44  3.619883e-39  1.229190e-34  1.981032e-30
[35,]  1.272345e-54  4.271281e-49  6.805582e-44  5.146667e-39  1.847288e-34
[36,]  1.726519e-60  1.290806e-54  4.580413e-49  7.714395e-44  6.166607e-39
[37,]  8.386995e-67  1.396473e-60  1.103602e-54  4.139485e-49  7.369309e-44
[38,]  1.458513e-73  5.408452e-67  9.518957e-61  7.951691e-55  3.152651e-49
[39,]  9.079935e-81  7.498630e-74  2.939238e-67  5.468162e-61  4.828294e-55
[40,]  2.023597e-88  3.721856e-81  3.248994e-74  1.346145e-67  2.647160e-61
[41,]  1.614483e-96  6.613108e-89  1.285675e-81  1.186344e-74  5.195593e-68
[42,] 4.611183e-105  4.206500e-97  1.821307e-89  3.742820e-82  3.650558e-75
[43,] 4.714761e-114 9.578656e-106  9.236410e-98  4.227227e-90  9.182306e-83
[44,] 1.725741e-123 7.808308e-115 1.676842e-106  1.709152e-98  8.268238e-91
[45,] 2.261310e-133 2.278652e-124 1.089807e-115 2.473858e-107  2.665280e-99
[46,] 1.060751e-143 2.380498e-134 2.535571e-125 1.281850e-116 3.075682e-108
[47,] 1.781293e-154 8.902791e-145 2.111886e-135 2.377764e-126 1.270600e-117
[48,] 1.070844e-165 1.191937e-155 6.297006e-146 1.578951e-136 1.879078e-127
[49,] 2.304546e-177 5.712801e-167 6.721502e-157 3.753508e-147 9.948311e-138
[50,] 1.775471e-189 9.801974e-179 2.568427e-168 3.194293e-158 1.885483e-148
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  9.981299e-05  1.541388e-05  1.497271e-06  8.010101e-08  2.154611e-09
 [2,]  9.201130e-04  2.536613e-04  4.605157e-05  5.029626e-06  2.914173e-07
 [3,]  3.618529e-03  1.788433e-03  5.767495e-04  1.205512e-04  1.451583e-05
 [4,]  7.213355e-03  5.678462e-03  3.153573e-03  1.172979e-03  2.753837e-04
 [5,]  1.271291e-02  1.004178e-02  8.244297e-03  5.091582e-03  2.131141e-03
 [6,]  2.164902e-02  1.646620e-02  1.317565e-02  1.124776e-02  7.566125e-03
 [7,]  2.503050e-02  2.506934e-02  2.004437e-02  1.649372e-02  1.453654e-02
 [8,]  2.141580e-02  2.721334e-02  2.771987e-02  2.335995e-02  1.980275e-02
 [9,]  1.472564e-02  2.276691e-02  2.845184e-02  2.965948e-02  2.620423e-02
[10,]  8.655241e-03  1.506638e-02  2.284504e-02  2.836641e-02  3.037197e-02
[11,]  5.569498e-03  8.188620e-03  1.433028e-02  2.134402e-02  2.638021e-02
[12,]  5.534925e-03  5.476136e-03  7.703346e-03  1.277111e-02  1.835475e-02
[13,]  8.201995e-03  6.079600e-03  6.524100e-03  7.903895e-03  1.101251e-02
[14,]  1.057758e-02  8.398319e-03  7.668322e-03  8.884660e-03  9.241044e-03
[15,]  8.591232e-03  9.917942e-03  9.390360e-03  1.005066e-02  1.214305e-02
[16,]  5.449266e-03  7.115732e-03  9.835472e-03  1.092240e-02  1.268328e-02
[17,]  2.676790e-03  3.595643e-03  5.894314e-03  9.814620e-03  1.229960e-02
[18,]  6.272129e-04  1.352380e-03  2.198249e-03  4.752999e-03  9.263211e-03
[19,]  5.595307e-05  2.491215e-04  5.983340e-04  1.288810e-03  3.663184e-03
[20,]  1.813363e-06  1.768990e-05  8.510596e-05  2.473427e-04  7.896224e-04
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[48,] 2.934052e-26 1.099203e-22 1.954595e-19 1.649807e-16 6.611328e-14
[49,] 5.689217e-31 4.746727e-27 1.879730e-23 3.533200e-20 3.152437e-17
[50,] 3.949185e-36 7.338100e-32 6.471657e-28 2.708996e-24 5.382406e-21
             [,31]        [,32]        [,33]         [,34]         [,35]
 [1,] 2.461967e-78 2.147144e-85 8.887944e-93 1.746277e-100 1.628457e-108
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 [7,] 8.691528e-39 9.328786e-44 4.753371e-49  1.149821e-54  1.320388e-60
 [8,] 1.056171e-33 2.534242e-38 2.886872e-43  1.561256e-48  4.008484e-54
 [9,] 4.909305e-29 2.634458e-33 6.711748e-38  8.118010e-43  4.661512e-48
[10,] 8.751657e-25 1.050141e-28 5.982414e-33  1.617954e-37  2.077350e-42
[11,] 5.946656e-21 1.594476e-24 2.029736e-28  1.226626e-32  3.519034e-37
[12,] 1.521792e-17 9.108520e-21 2.588569e-24  3.492459e-28  2.236841e-32
[13,] 1.447563e-14 1.931636e-17 1.224295e-20  3.684426e-24  5.263902e-28
[14,] 5.065298e-12 1.504091e-14 2.123514e-17  1.424173e-20  4.535404e-24
[15,] 6.487913e-10 4.271120e-12 1.340518e-14  2.001206e-17  1.419457e-20
[16,] 3.054322e-08 4.418890e-10 3.069629e-12  1.017733e-14  1.605860e-17
[17,] 5.398325e-07 1.680466e-08 2.556215e-10  1.872221e-12  6.554047e-15
[18,] 3.777396e-06 2.416162e-07 7.845619e-09  1.252829e-10  9.666365e-13
[19,] 1.147063e-05 1.397844e-06 9.194778e-08  3.105146e-09  5.195908e-11
[20,] 1.650630e-05 3.576616e-06 4.416974e-07  2.975824e-08  1.041685e-09
[21,] 1.150954e-05 4.346667e-06 9.543946e-07  1.192481e-07  8.197046e-09
[22,] 3.874710e-06 2.520070e-06 9.763959e-07  2.178379e-07  2.752410e-08
[23,] 6.664612e-07 6.967142e-07 4.685863e-07  1.868488e-07  4.249838e-08
[24,] 1.108641e-07 9.843304e-08 1.061498e-07  7.392292e-08  3.042280e-08
[25,] 1.422857e-06 4.314704e-08 1.261122e-08  1.369834e-08  9.886255e-09
[26,] 3.316517e-05 1.625945e-06 3.931371e-08  1.725808e-09  1.498412e-09
[27,] 3.758959e-04 3.964864e-05 1.997409e-06  4.810545e-08  6.667016e-10
[28,] 1.695010e-03 3.921044e-04 4.344120e-05  2.290987e-06  5.746164e-08
[29,] 2.907437e-03 1.445269e-03 3.533607e-04  4.130206e-05  2.295302e-06
[30,] 2.082239e-03 1.983107e-03 1.046470e-03  2.705797e-04  3.341302e-05
[31,] 9.184535e-04 1.120262e-03 1.143711e-03  6.402059e-04  1.750785e-04
[32,] 1.047107e-03 4.723507e-04 5.193793e-04  5.576316e-04  3.304270e-04
[33,] 3.227829e-03 1.153278e-03 3.499370e-04  2.323938e-04  2.329769e-04
[34,] 5.011552e-03 3.657120e-03 1.530814e-03  4.885985e-04  1.675167e-04
[35,] 3.373198e-03 4.993175e-03 4.169894e-03  2.207913e-03  9.129684e-04
[36,] 2.309665e-03 2.988844e-03 4.747682e-03  4.644736e-03  3.198366e-03
[37,] 3.371422e-03 2.128826e-03 2.453152e-03  4.171001e-03  4.915849e-03
[38,] 2.912527e-03 3.182111e-03 1.977522e-03  1.866915e-03  3.331616e-03
[39,] 1.549831e-03 2.837661e-03 3.286261e-03  2.026886e-03  1.396754e-03
[40,] 2.555115e-03 1.892233e-03 3.016953e-03  3.660575e-03  2.295114e-03
[41,] 5.386003e-03 3.631440e-03 2.325617e-03  3.183153e-03  3.990150e-03
[42,] 5.305735e-03 6.084595e-03 4.427653e-03  2.632254e-03  3.069719e-03
[43,] 2.209848e-03 4.627445e-03 5.828670e-03  4.595406e-03  2.640254e-03
[44,] 3.647496e-04 1.500250e-03 3.419055e-03  4.733407e-03  4.048143e-03
[45,] 2.268062e-05 1.948298e-04 8.611745e-04  2.140669e-03  3.257951e-03
[46,] 5.165582e-07 9.598901e-06 8.784786e-05  4.181132e-04  1.135950e-03
[47,] 4.252806e-09 1.738278e-07 3.426145e-06  3.344423e-05  1.717607e-04
[48,] 1.258504e-11 1.139698e-09 4.931192e-08  1.031472e-06  1.075312e-05
[49,] 1.335439e-14 2.687642e-12 2.574285e-10  1.179339e-08  2.619584e-07
[50,] 5.076422e-18 2.273331e-15 4.837347e-13  4.901001e-11  2.377961e-09
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 7.207777e-117 1.514218e-125 1.509863e-134 7.145774e-144 1.605180e-153
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[10,]  1.266210e-47  3.663976e-53  5.033249e-59  3.282402e-65  1.016205e-71
[11,]  4.792573e-42  3.098448e-47  9.509276e-53  1.385404e-58  9.581413e-65
[12,]  6.800773e-37  9.815067e-42  6.724128e-47  2.186672e-52  3.375472e-58
[13,]  3.569983e-32  1.149285e-36  1.756242e-41  1.273887e-46  4.385960e-52
[14,]  6.856887e-28  4.920997e-32  1.676384e-36  2.710675e-41  2.080462e-46
[15,]  4.781171e-24  7.645699e-28  5.803865e-32  2.091261e-36  3.576657e-41
[16,]  1.204218e-20  4.288808e-24  7.252066e-28  5.821200e-32  2.217971e-36
[17,]  1.092677e-17  8.660547e-21  3.260646e-24  5.828929e-28  4.946682e-32
[18,]  3.571129e-15  6.288769e-18  5.267301e-21  2.096081e-24  3.960948e-28
[19,]  4.218995e-13  1.644009e-15  3.057104e-18  2.705346e-21  1.137765e-24
[20,]  1.822658e-11  1.555636e-13  6.389653e-16  1.254241e-18  1.172472e-21
[21,]  2.963288e-10  5.408061e-12  4.844714e-14  2.095911e-16  4.341076e-19
[22,]  1.923772e-09  7.153998e-11  1.357835e-12  1.274481e-14  5.801722e-17
[23,]  5.433857e-09  3.851273e-10  1.467336e-11  2.886772e-13  2.832937e-15
[24,]  7.079920e-09  9.177051e-10  6.584121e-11  2.560161e-12  5.201537e-14
[25,]  4.209528e-09  1.006015e-09  1.325559e-10  9.621404e-12  3.804945e-13
[26,]  1.120080e-09  4.944386e-10  1.217733e-10  1.636584e-11  1.202534e-12
[27,]  1.413143e-10  1.074491e-10  4.924982e-11  1.254033e-11  1.725515e-12
[28,]  6.940326e-10  1.470370e-11  8.731949e-12  4.156535e-12  1.097299e-12
[29,]  6.058889e-08  7.601533e-10  5.238672e-12  6.116507e-13  2.970218e-13
[30,]  1.960904e-06  5.464089e-08  7.228526e-10  4.579466e-12  4.830592e-14
[31,]  2.285119e-05  1.417147e-06  4.172370e-08  5.831064e-10  3.870002e-12
[32,]  9.555569e-05  1.318369e-05  8.641673e-07  2.689052e-08  3.971710e-10
[33,]  1.440209e-04  4.397289e-05  6.412260e-06  4.442711e-07  1.461240e-08
[34,]  9.382738e-05  5.377064e-05  1.708544e-05  2.629128e-06  1.925121e-07
[35,]  2.754545e-04  6.379474e-05  1.947131e-05  5.691168e-06  9.102345e-07
[36,]  1.697853e-03  5.656349e-04  1.023906e-04  1.236007e-05  1.861164e-06
[37,]  4.418284e-03  2.872694e-03  1.066960e-03  1.998494e-04  1.881762e-05
[38,]  4.882855e-03  5.651667e-03  4.318995e-03  1.765041e-03  3.548487e-04
[39,]  2.446966e-03  4.561119e-03  6.598798e-03  5.743282e-03  2.558631e-03
[40,]  1.147307e-03  1.740934e-03  4.064679e-03  7.018860e-03  6.789857e-03
[41,]  2.600650e-03  1.096550e-03  1.341760e-03  3.577976e-03  6.897125e-03
[42,]  3.920662e-03  2.687915e-03  1.135959e-03  1.274090e-03  3.316086e-03
[43,]  2.604085e-03  3.335432e-03  2.419307e-03  1.156028e-03  1.480964e-03
[44,]  2.309540e-03  1.921234e-03  2.419448e-03  1.865462e-03  1.100791e-03
[45,]  3.022106e-03  1.746593e-03  1.232645e-03  1.489599e-03  1.229096e-03
[46,]  1.900061e-03  1.910052e-03  1.134899e-03  6.901542e-04  7.783149e-04
[47,]  5.109733e-04  9.386726e-04  1.021244e-03  6.305274e-04  3.383424e-04
[48,]  5.972177e-05  1.948500e-04  3.926843e-04  4.616333e-04  2.983779e-04
[49,]  2.920723e-06  1.758197e-05  6.298976e-05  1.390611e-04  1.763326e-04
[50,]  5.613010e-08  6.703751e-07  4.383961e-06  1.726159e-05  4.167222e-05
              [,41]         [,42]         [,43]         [,44]         [,45]
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[10,]  1.493537e-78  1.042063e-85  3.451554e-93 5.427305e-101 4.051220e-109
[11,]  3.145613e-71  4.902326e-78  3.626760e-85  1.273687e-92 2.123318e-100
[12,]  2.473359e-64  8.602803e-71  1.420339e-77  1.113143e-84  4.140932e-92
[13,]  7.167772e-58  5.560169e-64  2.047270e-70  3.578109e-77  2.968282e-84
[14,]  7.579099e-52  1.310536e-57  1.075606e-63  4.190229e-70  7.747922e-77
[15,]  2.903472e-46  1.118732e-51  2.045978e-57  1.776027e-63  7.317364e-70
[16,]  4.011208e-41  3.443204e-46  1.402860e-51  2.712914e-57  2.490067e-63
[17,]  1.992679e-36  3.810114e-41  3.457848e-46  1.489511e-51  3.045328e-57
[18,]  3.553458e-32  1.513249e-36  3.058799e-41  2.934721e-46  1.336404e-51
[19,]  2.272539e-28  2.155060e-32  9.701252e-37  2.072955e-41  2.102405e-46
[20,]  5.210677e-25  1.099994e-28  1.102585e-32  5.246600e-37  1.185041e-41
[21,]  4.285830e-22  2.012513e-25  4.489968e-29  4.756921e-33  2.392569e-37
[22,]  1.267318e-19  1.321078e-22  6.553708e-26  1.545165e-29  1.730177e-33
[23,]  1.355391e-17  3.120522e-20  3.433500e-23  1.799223e-26  4.482390e-30
[24,]  5.323541e-16  2.673005e-18  6.481262e-21  7.524340e-24  4.163994e-27
[25,]  7.952021e-15  8.462773e-17  4.451538e-19  1.135664e-21  1.390376e-24
[26,]  4.823446e-14  1.032753e-15  1.139042e-17  6.263348e-20  1.679182e-22
[27,]  1.285798e-13  5.221813e-15  1.140984e-16  1.299322e-18  7.449677e-21
[28,]  1.551798e-13  1.175922e-14  4.832422e-16  1.073852e-17  1.257606e-19
[29,]  8.148671e-14  1.188830e-14  9.192823e-16  3.825264e-17  8.621450e-19
[30,]  1.797583e-14  5.130150e-15  7.747892e-16  6.137184e-17  2.590611e-18
[31,]  1.388665e-14  9.363025e-16  2.735686e-16  4.289949e-17  3.494736e-18
[32,]  2.784425e-12  9.335581e-15  5.431149e-17  1.235584e-17  2.015530e-18
[33,]  2.281220e-10  1.690332e-12  5.947233e-15  1.137233e-17  4.790079e-19
[34,]  6.692818e-09  1.104423e-10  8.650072e-13  3.215655e-15  5.718252e-18
[35,]  7.031931e-08  2.583586e-09  4.506371e-11  3.730759e-13  1.465965e-15
[36,]  2.706695e-07  2.169352e-08  8.407088e-10  1.549654e-11  1.356071e-13
[37,]  1.127022e-06  8.074382e-08  5.767662e-09  2.311516e-10  4.492328e-12
[38,]  3.443922e-05  1.653513e-06  4.839346e-08  1.595599e-09  5.509694e-11
[39,]  5.539064e-04  5.753652e-05  2.866920e-06  7.008347e-08  9.937489e-10
[40,]  3.279545e-03  7.651791e-04  8.553680e-05  4.572898e-06  1.170765e-07
[41,]  7.249753e-03  3.781943e-03  9.523573e-04  1.149033e-04  6.628194e-06
[42,]  6.491403e-03  7.201003e-03  4.036016e-03  1.098375e-03  1.434348e-04
[43,]  3.427628e-03  6.165153e-03  6.927661e-03  4.128886e-03  1.213131e-03
[44,]  1.826720e-03  3.863776e-03  6.101959e-03  6.657184e-03  4.150134e-03
[45,]  9.672519e-04  2.113727e-03  4.337281e-03  6.145062e-03  6.358497e-03
[46,]  6.950727e-04  7.790625e-04  2.158991e-03  4.467911e-03  5.927336e-03
[47,]  3.458454e-04  3.406302e-04  5.684170e-04  1.897711e-03  4.036286e-03
[48,]  1.454158e-04  1.311791e-04  1.467035e-04  3.694440e-04  1.420193e-03
[49,]  1.199149e-04  5.470549e-05  4.269792e-05  5.645309e-05  2.103128e-04
[50,]  5.689298e-05  4.083953e-05  1.794108e-05  1.200841e-05  1.969046e-05
              [,46]         [,47]         [,48]         [,49]         [,50]
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 [5,] 3.282083e-169 9.892311e-180 1.415361e-190 9.613015e-202 3.099389e-213
 [6,] 4.818429e-158 3.243971e-168 1.036793e-178 1.573087e-189 1.133077e-200
 [7,] 2.675443e-147 4.026523e-157 2.876907e-167 9.758507e-178 1.571460e-188
 [8,] 5.678735e-137 1.911367e-146 3.054236e-156 2.317003e-166 8.344804e-177
 [9,] 4.623049e-127 3.479686e-136 1.243390e-145 2.109257e-155 1.698655e-165
[10,] 1.435574e-117 2.414918e-126 1.928478e-135 7.310739e-145 1.315651e-154
[11,] 1.680286e-108 6.311984e-117 1.125542e-125 9.527279e-135 3.828130e-144
[12,] 7.312082e-100 6.128847e-108 2.438429e-116 4.605047e-125 4.128095e-134
[13,]  1.168793e-91  2.184489e-99 1.937946e-107 8.160406e-116 1.631022e-124
[14,]  6.799913e-84  2.832641e-91  5.600789e-99 5.256250e-107 2.341378e-115
[15,]  1.430948e-76  1.328180e-83  5.851312e-91  1.223524e-98 1.214325e-106
[16,]  1.084792e-69  2.243063e-76  2.201387e-83  1.025441e-90  2.267168e-98
[17,]  2.955174e-63  1.361099e-69  2.975458e-76  3.087274e-83  1.520385e-90
[18,]  2.888469e-57  2.963158e-63  1.442774e-69  3.334248e-76  3.657238e-83
[19,]  1.012058e-51  2.312349e-57  2.507598e-63  1.290679e-69  3.153073e-76
[20,]  1.270467e-46  6.464839e-52  1.561389e-57  1.789869e-63  9.738384e-70
[21,]  5.712278e-42  6.473422e-47  3.481971e-52  8.889484e-58  1.077172e-63
[22,]  9.198076e-38  2.321262e-42  2.780596e-47  1.580963e-52  4.266455e-58
[23,]  5.304501e-34  2.980628e-38  7.950791e-43  1.006720e-47  6.050359e-53
[24,]  1.096057e-30  1.370771e-34  8.140927e-39  2.295334e-43  3.072027e-48
[25,]  8.123848e-28  2.259061e-31  2.985583e-35  1.873999e-39  5.584742e-44
[26,]  2.166627e-25  1.336176e-28  3.924678e-32  5.480758e-36  3.635762e-40
[27,]  2.095748e-23  2.847646e-26  1.852847e-29  5.747331e-33  8.479966e-37
[28,]  7.495963e-22  2.208785e-24  3.157422e-27  2.166402e-30  7.094809e-34
[29,]  1.034154e-20  6.386387e-23  1.966783e-25  2.954164e-28  2.136063e-31
[30,]  5.911836e-20  7.235133e-22  4.611823e-24  1.480548e-26  2.333152e-29
[31,]  1.500675e-19  3.465669e-21  4.312656e-23  2.826120e-25  9.429216e-28
[32,]  1.695115e-19  7.430770e-21  1.737948e-22  2.193191e-24  1.471570e-26
[33,]  8.026482e-20  6.993883e-21  3.142035e-22  7.456723e-24  9.527261e-26
[34,]  1.995013e-20  2.708303e-21  2.451236e-22  1.133128e-23  2.736527e-25
[35,]  2.735196e-18  2.834371e-21  7.822835e-23  7.288923e-24  3.480483e-25
[36,]  5.632430e-16  1.110387e-18  1.048467e-21  2.323778e-24  1.837635e-25
[37,]  4.154143e-14  1.823769e-16  3.800379e-19  3.760560e-22  2.144015e-25
[38,]  1.101211e-12  1.072880e-14  4.976938e-17  1.096199e-19  1.146042e-22
[39,]  1.452208e-11  2.364700e-13  2.346262e-15  1.145241e-17  2.664866e-20
[40,]  1.458860e-09  9.992887e-12  6.220371e-14  4.583232e-16  2.237349e-18
[41,]  1.826889e-07  2.407920e-09  1.532979e-11  5.095789e-14  1.307488e-16
[42,]  8.956311e-06  2.670752e-07  3.801284e-09  2.583028e-11  8.423494e-14
[43,]  1.716509e-04  1.161605e-05  3.751453e-07  5.776834e-09  4.239614e-11
[44,]  1.308969e-03  2.000577e-04  1.463147e-05  5.102222e-07  8.473303e-09
[45,]  4.072775e-03  1.365795e-03  2.239278e-04  1.759021e-05  6.583802e-07
[46,]  5.807971e-03  3.770336e-03  1.331185e-03  2.323831e-04  1.947849e-05
[47,]  5.187795e-03  4.852359e-03  3.163870e-03  1.166903e-03  2.156358e-04
[48,]  3.132432e-03  3.987243e-03  3.591199e-03  2.336452e-03  8.947132e-04
[49,]  9.005902e-04  2.069694e-03  2.646291e-03  2.312130e-03  1.492349e-03
[50,]  1.034383e-04  4.827988e-04  1.159569e-03  1.504064e-03  1.283245e-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  
    -59.633        1.827  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/188ax1226487892.ps tmp/188ax1226487892.png")
> system("convert tmp/2f9bt1226487892.ps tmp/2f9bt1226487892.png")
> system("convert tmp/3p8rz1226487892.ps tmp/3p8rz1226487892.png")
> system("convert tmp/4ufna1226487892.ps tmp/4ufna1226487892.png")
> system("convert tmp/5xksf1226487892.ps tmp/5xksf1226487892.png")
> system("convert tmp/6a67q1226487892.ps tmp/6a67q1226487892.png")
> system("convert tmp/7p26e1226487892.ps tmp/7p26e1226487892.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.139   1.265   2.841