R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'contributors()' for more information and
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> z <- c(107.06,109.98,112.64,112.89,112.9,112.9,112.91,112.99,113.01,113,113.07,113.07,113.21,114.13,114.59,114.88,115.3,115.33,115.36,115.41,115.43,115.43,115.43,115.43,115.56,115.88,116.02,116.09,116.28,116.28,116.28,116.25,116.07,116.08,116.07,115.92,116.07,117.22,117.75,117.78,117.78,117.81,117.81,117.74,117.75,117.76,117.76,117.75,117.8,118.09,118.95,119.03,118.9,118.9,118.9,118.87,118.88,119.36,119.39,119.47)
> y <- c(118.63,121.83,119.97,124.98,129.99,126.6,121.71,119.28,122.63,116.74,114.23,113.23,112.75,113.54,115.3,121.05,119.51,116.78,117.17,117.5,119.65,120.97,117.18,116.87,119.46,122.52,124.1,118.39,113.1,113.94,114.58,118.79,120.44,118.37,118.44,117.93,117.76,118.29,121.11,124.86,131.17,130.16,131.76,134.7,135.32,140.23,136.31,131.62,128.9,133.89,138.21,146.12,144.69,149.18,156.6,158.87,164.85,162.89,153.31,150.91)
> x <- c(105.15,105.24,105.57,105.62,106.17,106.27,106.41,106.94,107.16,107.32,107.32,107.35,107.55,107.87,108.37,108.38,107.92,108.03,108.14,108.3,108.64,108.66,109.04,109.03,109.03,109.54,109.75,109.83,109.65,109.82,109.95,110.12,110.15,110.21,109.99,110.14,110.14,110.81,110.97,110.99,109.73,109.81,110.02,110.18,110.21,110.25,110.36,110.51,110.6,110.95,111.18,111.19,111.69,111.7,111.83,111.77,111.73,112.01,111.86,112.04)
> par7 = 'Fietsen'
> par6 = 'Brandstof'
> par5 = 'Wagens'
> 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/1ij3g1226342459.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/247321226342459.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/3l28g1226342459.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/4ui9j1226342459.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/5zh2y1226342459.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  
   -357.321        4.432  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6qqea1226342459.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] 108.3326 109.5761 110.8197 112.0633 113.3068 114.5504 115.7940 117.0375
 [9] 118.2811 119.5247 120.7682 122.0118 123.2554 124.4990 125.7425 126.9861
[17] 128.2297 129.4732 130.7168 131.9604 133.2039 134.4475 135.6911 136.9346
[25] 138.1782 139.4218 140.6654 141.9089 143.1525 144.3961 145.6396 146.8832
[33] 148.1268 149.3703 150.6139 151.8575 153.1010 154.3446 155.5882 156.8318
[41] 158.0753 159.3189 160.5625 161.8060 163.0496 164.2932 165.5367 166.7803
[49] 168.0239 169.2674

$yords
 [1] 105.9055 106.2059 106.5063 106.8066 107.1070 107.4074 107.7078 108.0082
 [9] 108.3086 108.6090 108.9094 109.2098 109.5101 109.8105 110.1109 110.4113
[17] 110.7117 111.0121 111.3125 111.6129 111.9133 112.2136 112.5140 112.8144
[25] 113.1148 113.4152 113.7156 114.0160 114.3164 114.6167 114.9171 115.2175
[33] 115.5179 115.8183 116.1187 116.4191 116.7195 117.0199 117.3202 117.6206
[41] 117.9210 118.2214 118.5218 118.8222 119.1226 119.4230 119.7234 120.0237
[49] 120.3241 120.6245

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  3.081246e-04  1.614376e-04  6.566299e-05  2.208214e-05  8.621474e-06
 [2,]  1.661247e-03  1.045647e-03  5.078724e-04  1.950089e-04  6.974024e-05
 [3,]  6.585411e-03  4.982476e-03  2.902391e-03  1.313547e-03  4.942916e-04
 [4,]  1.919338e-02  1.745874e-02  1.221702e-02  6.598769e-03  2.823996e-03
 [5,]  4.112741e-02  4.498049e-02  3.783347e-02  2.450325e-02  1.234011e-02
 [6,]  6.479179e-02  8.520324e-02  8.615949e-02  6.702830e-02  4.026205e-02
 [7,]  7.504405e-02  1.186588e-01  1.442703e-01  1.349023e-01  9.714221e-02
 [8,]  6.390278e-02  1.214935e-01  1.776121e-01  1.996665e-01  1.726891e-01
 [9,]  4.000648e-02  9.145625e-02  1.607609e-01  2.172909e-01  2.258785e-01
[10,]  1.841399e-02  5.061522e-02  1.069788e-01  1.738604e-01  2.172798e-01
[11,]  6.231212e-03  2.059472e-02  5.233862e-02  1.022757e-01  1.536801e-01
[12,]  1.550259e-03  6.160810e-03  1.882583e-02  4.423375e-02  7.991721e-02
[13,]  2.835586e-04  1.354961e-03  4.978441e-03  1.406509e-02  3.055458e-02
[14,]  3.813191e-05  2.190900e-04  9.679200e-04  3.288054e-03  8.588584e-03
[15,]  3.769999e-06  2.604507e-05  1.383543e-04  5.651221e-04  1.774903e-03
[16,]  2.740318e-07  2.276331e-06  1.453961e-05  7.140895e-05  2.696716e-04
[17,]  1.464427e-08  1.462690e-07  1.123363e-06  6.633918e-06  3.012332e-05
[18,]  5.753621e-10  6.909972e-09  6.381080e-08  4.531005e-07  2.473874e-06
[19,]  1.661962e-11  2.399973e-10  2.664861e-09  2.275230e-08  1.493683e-07
[20,]  3.529472e-13  6.128373e-12  8.182079e-11  8.399713e-10  6.630524e-09
[21,]  5.510657e-15  1.150507e-13  1.846962e-12  2.279864e-11  2.163928e-10
[22,]  6.325665e-17  1.587969e-15  3.065216e-14  4.549487e-13  5.192139e-12
[23,]  5.338432e-19  1.611387e-17  3.739980e-16  6.674532e-15  9.159147e-14
[24,]  3.312308e-21  1.202173e-19  3.354954e-18  7.199269e-17  1.187881e-15
[25,]  1.510957e-23  6.593846e-22  2.212629e-20  5.709008e-19  1.132649e-17
[26,]  5.067377e-26  2.659011e-24  1.072853e-22  3.328453e-21  7.940124e-20
[27,]  1.249449e-28  7.883257e-27  3.824512e-25  1.426686e-23  4.092265e-22
[28,]  2.264977e-31  1.718309e-29  1.002355e-27  4.495981e-26  1.550636e-24
[29,]  3.018674e-34  2.753619e-32  1.931410e-30  1.041664e-28  4.319795e-27
[30,]  2.957801e-37  3.244194e-35  2.736075e-33  1.774318e-31  8.847434e-30
[31,]  2.130764e-40  2.810111e-38  2.849672e-36  2.222022e-34  1.332247e-32
[32,]  1.128519e-43  1.789564e-41  2.182071e-39  2.045845e-37  1.474888e-35
[33,]  4.394221e-47  8.378585e-45  1.228408e-42  1.384831e-40  1.200421e-38
[34,]  1.257968e-50  2.884088e-48  5.084295e-46  6.891837e-44  7.183266e-42
[35,]  2.647673e-54  7.298834e-52  1.547127e-49  2.521625e-47  3.160222e-45
[36,]  4.097004e-58  1.358018e-55  3.461213e-53  6.783175e-51  1.022163e-48
[37,]  4.660864e-62  1.857617e-59  5.692842e-57  1.341480e-54  2.430647e-52
[38,]  3.898364e-66  1.868195e-63  6.884074e-61  1.950522e-58  4.249509e-56
[39,]  2.397207e-70  1.381324e-67  6.120249e-65  2.085089e-62  5.462139e-60
[40,]  1.083767e-74  7.508896e-72  4.000367e-69  1.638723e-66  5.161713e-64
[41,]  3.602161e-79  3.000915e-76  1.922329e-73  9.468558e-71  3.586108e-68
[42,]  8.802528e-84  8.817556e-81  6.791607e-78  4.022355e-75  1.831981e-72
[43,]  1.581462e-88  1.904803e-85  1.764118e-82  1.256572e-79  6.934106e-77
[44,]  2.088900e-93  3.025277e-90  3.370511e-87  2.930830e-84  2.895337e-81
[45,]  2.028546e-98  3.535796e-95  4.880979e-92  9.968000e-89  1.360285e-84
[46,] 1.451076e-103 3.225935e-100  1.508621e-96  4.196915e-92  1.289992e-87
[47,] 8.570472e-109 9.898774e-105 5.099125e-100  2.467932e-95  9.248092e-91
[48,] 2.736658e-113 2.430917e-108 1.846459e-103  1.082057e-98  4.876542e-94
[49,] 4.539863e-117 5.401622e-112 4.950642e-107 3.488737e-102  1.890523e-97
[50,] 6.179225e-121 8.855772e-116 9.759724e-111 8.269800e-106 5.388391e-101
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.508856e-06 6.467485e-06 5.508546e-06 3.691030e-06 2.125066e-06
 [2,] 3.992118e-05 4.002569e-05 3.983847e-05 3.173438e-05 1.981301e-05
 [3,] 2.207988e-04 1.915178e-04 2.134291e-04 2.022437e-04 1.496421e-04
 [4,] 1.140633e-03 7.538686e-04 8.564524e-04 9.507576e-04 8.415984e-04
 [5,] 5.198537e-03 2.659546e-03 2.648055e-03 3.307833e-03 3.488288e-03
 [6,] 1.920820e-02 8.770526e-03 6.693505e-03 8.608004e-03 1.065584e-02
 [7,] 5.444313e-02 2.568919e-02 1.506665e-02 1.720442e-02 2.407643e-02
 [8,] 1.153601e-01 6.136644e-02 3.170616e-02 2.794202e-02 4.063749e-02
 [9,] 1.808461e-01 1.128032e-01 5.964965e-02 4.014435e-02 5.252080e-02
[10,] 2.089225e-01 1.552182e-01 9.208839e-02 5.389143e-02 5.483880e-02
[11,] 1.775999e-01 1.580986e-01 1.097634e-01 6.508351e-02 5.030710e-02
[12,] 1.110313e-01 1.186914e-01 9.807511e-02 6.491087e-02 4.306983e-02
[13,] 5.103941e-02 6.557269e-02 6.490303e-02 5.015968e-02 3.337012e-02
[14,] 1.725010e-02 2.664300e-02 3.166411e-02 2.910082e-02 2.149205e-02
[15,] 4.286389e-03 7.959858e-03 1.136883e-02 1.251182e-02 1.076508e-02
[16,] 7.830708e-04 1.748456e-03 3.002154e-03 3.966701e-03 4.054932e-03
[17,] 1.051764e-04 2.823700e-04 5.829305e-04 9.255951e-04 1.132648e-03
[18,] 1.038588e-05 3.352681e-05 8.322034e-05 1.588528e-04 2.333491e-04
[19,] 7.540052e-07 2.926666e-06 8.734874e-06 2.004654e-05 3.538657e-05
[20,] 4.024519e-08 1.878291e-07 6.740544e-07 1.860012e-06 3.947013e-06
[21,] 1.579280e-09 8.862538e-09 3.824195e-08 1.268840e-07 3.237235e-07
[22,] 4.556306e-11 3.074412e-10 1.595122e-09 6.363694e-09 1.952153e-08
[23,] 9.664333e-13 7.840999e-12 4.891629e-11 2.346489e-10 8.655029e-10
[24,] 1.507092e-14 1.470245e-13 1.102864e-12 6.361167e-12 2.821209e-11
[25,] 1.727877e-16 2.026809e-15 1.828081e-14 1.267828e-13 6.760963e-13
[26,] 1.456448e-18 2.054211e-17 2.227809e-16 1.857775e-15 1.191218e-14
[27,] 9.025715e-21 1.530672e-19 1.996021e-18 2.001385e-17 1.543046e-16
[28,] 4.112235e-23 8.385493e-22 1.314807e-20 1.585177e-19 1.469522e-18
[29,] 1.377468e-25 3.377398e-24 6.367453e-23 9.230638e-22 1.028917e-20
[30,] 3.392235e-28 1.000086e-26 2.267102e-25 3.951732e-24 5.296468e-23
[31,] 6.141910e-31 2.177233e-29 5.934567e-28 1.243814e-26 2.004494e-25
[32,] 8.175759e-34 3.484815e-32 1.142126e-30 2.878265e-29 5.577378e-28
[33,] 8.001160e-37 4.100672e-35 1.615994e-33 4.896737e-32 1.140923e-30
[34,] 5.756939e-40 3.547676e-38 1.681043e-36 6.124858e-35 1.715916e-33
[35,] 3.045352e-43 2.256524e-41 1.285657e-39 5.632387e-38 1.897329e-36
[36,] 1.184378e-46 1.055220e-44 7.229003e-43 3.807992e-41 1.542398e-39
[37,] 3.386432e-50 3.627818e-48 2.988348e-46 1.892776e-44 9.218314e-43
[38,] 7.118843e-54 9.169859e-52 9.082359e-50 6.917037e-48 4.051609e-46
[39,] 1.100230e-57 1.704069e-55 2.029457e-53 1.859349e-51 1.330207e-49
[40,] 1.250159e-61 2.328262e-59 3.337280e-57 3.792149e-55 6.469327e-53
[41,] 1.044409e-65 2.343266e-63 4.292042e-61 1.684073e-58 3.891182e-55
[42,] 6.439932e-70 1.954305e-67 1.898529e-64 8.090128e-61 3.220680e-57
[43,] 3.657230e-74 9.004951e-71 6.599571e-67 4.122544e-63 1.986710e-59
[44,] 1.747490e-77 2.108797e-73 2.063414e-69 1.555089e-65 9.011961e-62
[45,] 2.637029e-80 4.038474e-76 4.759436e-72 4.313176e-68 3.005469e-64
[46,] 3.090534e-83 5.695807e-79 8.071513e-75 8.795233e-71 7.369068e-67
[47,] 2.665225e-86 5.906247e-82 1.006379e-77 1.318574e-73 1.328372e-69
[48,] 1.689844e-89 4.502720e-85 9.225185e-81 1.453343e-76 1.760491e-72
[49,] 7.877110e-93 2.523746e-88 6.217215e-84 1.177713e-79 1.715359e-75
[50,] 2.699568e-96 1.039976e-91 3.080518e-87 7.016452e-83 1.228806e-78
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.222590e-06 7.469882e-06 3.132100e-05 1.275747e-04 5.081241e-04
 [2,] 1.136543e-05 1.473569e-05 5.064291e-05 1.875586e-04 6.486071e-04
 [3,] 8.740098e-05 5.212542e-05 8.482095e-05 2.877453e-04 9.474090e-04
 [4,] 5.774094e-04 3.182516e-04 2.092704e-04 4.201163e-04 1.367330e-03
 [5,] 2.865591e-03 1.824316e-03 9.649142e-04 7.507979e-04 1.777099e-03
 [6,] 1.048830e-02 7.980246e-03 4.728764e-03 2.477286e-03 2.441961e-03
 [7,] 2.825577e-02 2.580030e-02 1.818289e-02 1.010541e-02 5.555291e-03
 [8,] 5.608400e-02 6.138917e-02 5.190464e-02 3.394830e-02 1.802615e-02
 [9,] 8.229901e-02 1.074813e-01 1.091164e-01 8.543841e-02 5.218238e-02
[10,] 9.010923e-02 1.386189e-01 1.687449e-01 1.586430e-01 1.153181e-01
[11,] 7.533309e-02 1.321152e-01 1.920001e-01 2.167696e-01 1.888771e-01
[12,] 5.059697e-02 9.384864e-02 1.609010e-01 2.178711e-01 2.279624e-01
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[26,] 3.093094e-01 1.894589e-01 9.389831e-02 3.687531e-02 1.133602e-02
[27,] 2.608772e-01 1.824287e-01 1.063680e-01 4.980359e-02 1.834349e-02
[28,] 2.088533e-01 1.491082e-01 9.660928e-02 5.268259e-02 2.306588e-02
[29,] 2.149627e-01 1.306026e-01 7.881289e-02 4.514126e-02 2.243837e-02
[30,] 2.957896e-01 1.631356e-01 8.063312e-02 3.891511e-02 1.860168e-02
[31,] 4.058291e-01 2.414287e-01 1.165638e-01 4.782270e-02 1.816459e-02
[32,] 4.891662e-01 3.258763e-01 1.739338e-01 7.444505e-02 2.613204e-02
[33,] 5.389255e-01 3.891588e-01 2.292361e-01 1.088771e-01 4.142619e-02
[34,] 5.793861e-01 4.407901e-01 2.766711e-01 1.423797e-01 5.950425e-02
[35,] 6.028491e-01 4.895965e-01 3.255164e-01 1.775185e-01 7.928575e-02
[36,] 5.731008e-01 5.096127e-01 3.679183e-01 2.158158e-01 1.029976e-01
[37,] 4.840027e-01 4.713320e-01 3.754731e-01 2.425225e-01 1.266947e-01
[38,] 3.776188e-01 3.841792e-01 3.335302e-01 2.382988e-01 1.382123e-01
[39,] 3.098505e-01 2.923290e-01 2.602394e-01 2.011457e-01 1.289125e-01
[40,] 3.057392e-01 2.397577e-01 1.922801e-01 1.492418e-01 1.025376e-01
[41,] 3.427473e-01 2.375778e-01 1.575432e-01 1.069722e-01 7.203687e-02
[42,] 3.809447e-01 2.634190e-01 1.573318e-01 8.807289e-02 5.029782e-02
[43,] 4.011425e-01 2.923057e-01 1.755423e-01 8.987360e-02 4.223285e-02
[44,] 4.045802e-01 3.147139e-01 1.994441e-01 1.034798e-01 4.513630e-02
[45,] 3.923413e-01 3.247567e-01 2.213929e-01 1.224330e-01 5.492832e-02
[46,] 3.611269e-01 3.124061e-01 2.292611e-01 1.384329e-01 6.747608e-02
[47,] 3.084655e-01 2.740617e-01 2.123390e-01 1.396663e-01 7.556044e-02
[48,] 2.344334e-01 2.161662e-01 1.735246e-01 1.213503e-01 7.213857e-02
[49,] 1.493693e-01 1.486383e-01 1.248393e-01 9.094888e-02 5.769689e-02
[50,] 7.553297e-02 8.468959e-02 7.725917e-02 5.923321e-02 3.927062e-02

> 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  
   100.8681       0.1187  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7g60y1226342459.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] 103.9936 104.1815 104.3693 104.5571 104.7449 104.9327 105.1205 105.3083
 [9] 105.4961 105.6839 105.8718 106.0596 106.2474 106.4352 106.6230 106.8108
[17] 106.9986 107.1864 107.3742 107.5620 107.7499 107.9377 108.1255 108.3133
[25] 108.5011 108.6889 108.8767 109.0645 109.2523 109.4401 109.6280 109.8158
[33] 110.0036 110.1914 110.3792 110.5670 110.7548 110.9426 111.1304 111.3182
[41] 111.5061 111.6939 111.8817 112.0695 112.2573 112.4451 112.6329 112.8207
[49] 113.0085 113.1964

$yords
 [1] 105.9055 106.2059 106.5063 106.8066 107.1070 107.4074 107.7078 108.0082
 [9] 108.3086 108.6090 108.9094 109.2098 109.5101 109.8105 110.1109 110.4113
[17] 110.7117 111.0121 111.3125 111.6129 111.9133 112.2136 112.5140 112.8144
[25] 113.1148 113.4152 113.7156 114.0160 114.3164 114.6167 114.9171 115.2175
[33] 115.5179 115.8183 116.1187 116.4191 116.7195 117.0199 117.3202 117.6206
[41] 117.9210 118.2214 118.5218 118.8222 119.1226 119.4230 119.7234 120.0237
[49] 120.3241 120.6245

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  6.509527e-01  4.275838e-01  6.638969e-02  2.436622e-03  2.113901e-05
 [2,]  5.930270e-01  9.127214e-01  3.320548e-01  2.855547e-02  5.804658e-04
 [3,]  3.079750e-01  1.110634e+00  9.467484e-01  1.907682e-01  9.086259e-03
 [4,]  9.117427e-02  7.704063e-01  1.538776e+00  7.265051e-01  8.107927e-02
 [5,]  1.538668e-02  3.046383e-01  1.425713e+00  1.577202e+00  4.124302e-01
 [6,]  1.480244e-03  6.866966e-02  7.530166e-01  1.951874e+00  1.195933e+00
 [7,]  8.117792e-05  8.823914e-03  2.267216e-01  1.376994e+00  1.976875e+00
 [8,]  2.537805e-06  6.463585e-04  3.891322e-02  5.537686e-01  1.862805e+00
 [9,]  4.522664e-08  2.698992e-05  3.807302e-03  1.269523e-01  1.000625e+00
[10,]  4.594583e-10  6.424589e-07  2.123504e-04  1.659084e-02  3.064018e-01
[11,]  2.660811e-12  8.717765e-09  6.751574e-06  1.235982e-03  5.348439e-02
[12,]  8.784111e-15  6.743430e-11  1.223694e-07  5.248942e-05  5.322047e-03
[13,]  1.653096e-17  2.973535e-13  1.264320e-09  1.270714e-06  3.018885e-04
[14,]  1.773426e-20  7.474461e-16  7.446563e-12  1.753633e-08  9.761794e-06
[15,]  1.084539e-23  1.071036e-18  2.500184e-14  1.379579e-10  1.799407e-07
[16,]  3.780870e-27  8.748678e-22  4.785227e-17  6.186846e-13  1.890793e-09
[17,]  7.513734e-31  4.073788e-25  5.220960e-20  1.581645e-15  1.132598e-11
[18,]  8.512006e-35  1.081351e-28  3.247215e-23  2.304952e-18  3.867415e-14
[19,]  5.497026e-39  1.636268e-32  1.151306e-26  1.914844e-21  7.528077e-17
[20,]  2.023670e-43  1.411426e-36  2.326946e-30  9.068195e-25  8.353403e-20
[21,]  4.246855e-48  6.940292e-41  2.681007e-34  2.448073e-28  5.283951e-23
[22,]  5.080499e-53  1.945400e-45  1.760846e-38  3.767385e-32  1.905314e-26
[23,]  3.464703e-58  3.108567e-50  6.592720e-43  3.305028e-36  3.916460e-30
[24,]  1.346902e-63  2.831539e-55  1.407082e-47  1.652807e-40  4.589156e-34
[25,]  2.984923e-69  1.470317e-60  1.711983e-52  4.711874e-45  3.065462e-38
[26,]  3.770812e-75  4.352161e-66  1.187369e-57  7.657236e-50  1.167257e-42
[27,]  2.715591e-81  7.343886e-72  4.694594e-63  7.093753e-55  2.533740e-47
[28,]  1.114801e-87  7.064010e-78  1.058073e-68  3.746157e-60  3.135193e-52
[29,]  2.608833e-94  3.873399e-84  1.359405e-74  1.127746e-65  2.211474e-57
[30,] 3.480360e-101  1.210770e-90  9.956576e-81  1.935370e-71  8.892542e-63
[31,] 2.646698e-108  2.157417e-97  4.156949e-87  1.893306e-77  2.038333e-68
[32,] 1.147361e-115 2.191402e-104  9.893615e-94  1.055828e-83  2.663421e-74
[33,] 2.835480e-123 1.268936e-111 1.342346e-100  3.356559e-90  1.983957e-80
[34,] 3.994421e-131 4.188508e-119 1.038188e-107  6.082727e-97  8.424196e-87
[35,] 3.207721e-139 7.881235e-127 4.577238e-115 6.283734e-104  2.039108e-93
[36,] 1.468492e-147 8.453969e-135 1.150433e-122 3.700558e-111 2.813722e-100
[37,] 3.832179e-156 5.169245e-143 1.648239e-130 1.242276e-118 2.213219e-107
[38,] 5.701027e-165 1.801880e-151 1.346203e-138 2.377388e-126 9.924251e-115
[39,] 4.834582e-174 3.580337e-160 6.267595e-147 2.593479e-134 2.536720e-122
[40,] 2.337116e-183 4.055435e-169 1.663438e-155 1.612801e-142 3.696262e-130
[41,] 6.440463e-193 2.618584e-178 2.516680e-164 5.717343e-151 3.070214e-138
[42,] 1.011832e-202 9.639366e-188 2.170705e-173 1.155468e-159 1.453861e-146
[43,] 9.061021e-213 2.022598e-197 1.067221e-182 1.331078e-168 3.924287e-155
[44,] 4.625530e-223 2.419279e-207 2.991046e-192 8.741068e-178 6.038292e-164
[45,] 1.346050e-233 1.649598e-217 4.778675e-202 3.272210e-187 5.296426e-173
[46,] 2.232938e-244 6.411884e-228 4.352185e-212 6.982858e-197 2.648300e-182
[47,] 2.111581e-255 1.420721e-238 2.259554e-222 8.494559e-207 7.548612e-192
[48,] 1.138410e-266 1.794695e-249 6.687987e-233 5.891207e-217 1.226652e-201
[49,] 3.498336e-278 1.292247e-260 1.128347e-243 2.328863e-227 1.136196e-211
[50,] 6.128299e-290 5.304156e-272 1.085190e-254 5.248063e-238 5.999299e-222
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.402708e-07  3.834611e-05  3.586191e-03  7.927815e-02  4.142676e-01
 [2,]  2.791225e-06  1.927636e-06  4.217111e-04  2.184374e-02  2.674523e-01
 [3,]  1.022992e-04  3.273067e-07  2.826927e-05  3.430963e-03  9.842997e-02
 [4,]  2.138892e-03  1.333843e-05  1.099912e-06  3.072001e-04  2.065021e-02
 [5,]  2.549302e-02  3.724775e-04  1.309963e-06  1.568092e-05  2.469662e-03
 [6,]  1.732088e-01  5.929807e-03  4.798679e-05  5.480172e-07  1.683706e-04
 [7,]  6.708634e-01  5.381419e-02  1.020393e-03  4.581039e-06  6.548355e-06
 [8,]  1.481202e+00  2.783998e-01  1.236891e-02  1.298979e-04  4.674313e-07
 [9,]  1.864276e+00  8.210261e-01  8.546955e-02  2.103168e-03  1.223516e-05
[10,]  1.337587e+00  1.380260e+00  3.366723e-01  1.941162e-02  2.645601e-04
[11,]  5.470788e-01  1.322759e+00  7.559952e-01  1.021329e-01  3.261519e-03
[12,]  1.275538e-01  7.226303e-01  9.677131e-01  3.063268e-01  2.292088e-02
[13,]  1.695326e-02  2.250442e-01  7.061389e-01  5.237455e-01  9.182449e-02
[14,]  1.284483e-03  3.995168e-02  2.937307e-01  5.104716e-01  2.097016e-01
[15,]  5.547790e-05  4.043137e-03  6.965059e-02  2.836213e-01  2.729989e-01
[16,]  1.365925e-06  2.332477e-04  9.414899e-03  8.983007e-02  2.025983e-01
[17,]  1.917124e-08  7.670659e-06  7.254758e-04  1.621888e-02  8.570905e-02
[18,]  1.533866e-10  1.438011e-07  3.186726e-05  1.669302e-03  2.066964e-02
[19,]  6.995887e-13  1.536772e-09  7.979649e-07  9.794126e-05  2.841552e-03
[20,]  1.818922e-15  9.362083e-12  1.139040e-08  3.275763e-06  2.226867e-04
[21,]  2.695884e-18  3.251259e-14  9.268507e-11  6.245617e-08  9.948301e-06
[22,]  2.277725e-21  6.436414e-17  4.299267e-13  6.788161e-10  2.533483e-07
[23,]  1.097035e-24  7.263649e-20  1.136834e-15  4.205782e-12  3.677937e-09
[24,]  3.011977e-28  4.672814e-23  1.713614e-18  1.485439e-14  3.043719e-11
[25,]  4.714181e-32  1.713660e-26  1.472484e-21  2.990776e-17  1.435903e-13
[26,]  4.205999e-36  3.582446e-30  7.212703e-25  3.432602e-20  3.861508e-16
[27,]  2.139224e-40  4.269316e-34  2.014040e-28  2.245872e-23  5.919840e-19
[28,]  6.202269e-45  2.900313e-38  3.205878e-32  8.376376e-27  5.173367e-22
[29,]  1.025087e-49  1.123174e-42  2.908985e-36  1.780913e-30  2.577223e-25
[30,]  9.658197e-55  2.479557e-47  1.504735e-40  2.158504e-34  7.319031e-29
[31,]  5.187253e-60  3.120382e-52  4.436964e-45  1.491320e-38  1.184851e-32
[32,]  1.588161e-65  2.238500e-57  7.458086e-50  5.873603e-43  1.093427e-36
[33,]  2.771905e-71  9.154455e-63  7.146517e-55  1.318752e-47  5.752276e-41
[34,]  2.757826e-77  2.134092e-68  3.903619e-60  1.687828e-52  1.725032e-45
[35,]  1.564123e-83  2.836021e-74  1.215503e-65  1.231428e-57  2.948967e-50
[36,]  5.057120e-90  2.148490e-80  2.157602e-71  5.121720e-63  2.873878e-55
[37,]  9.320490e-97  9.278145e-87  2.183189e-77  1.214306e-68  1.596514e-60
[38,] 9.792728e-104  2.284113e-93  1.259329e-83  1.641223e-74  5.055960e-66
[39,] 5.865036e-111 3.205360e-100  4.140863e-90  1.264478e-80  9.127242e-72
[40,] 2.002411e-118 2.564198e-107  7.761718e-97  5.553547e-87  9.392711e-78
[41,] 3.897187e-126 1.169343e-114 8.293549e-104  1.390417e-93  5.510080e-84
[42,] 4.324107e-134 3.040030e-122 5.052045e-111 1.984553e-100  1.842749e-90
[43,] 2.734806e-142 4.505056e-130 1.754211e-118 1.614617e-107  3.512894e-97
[44,] 9.859889e-151 3.805730e-138 3.472256e-126 7.488445e-115 3.817504e-104
[45,] 2.026437e-159 1.832700e-146 3.917936e-134 1.979837e-122 2.364882e-111
[46,] 2.374158e-168 5.031068e-155 2.520104e-142 2.983889e-130 8.351317e-119
[47,] 1.585630e-177 7.873077e-164 9.240491e-151 2.563607e-138 1.681187e-126
[48,] 6.037355e-187 7.023932e-173 1.931620e-159 1.255651e-146 1.929408e-134
[49,] 1.310300e-196 3.571878e-182 2.301602e-168 3.505659e-155 1.262168e-142
[50,] 1.621102e-206 1.035448e-191 1.563343e-177 5.579380e-164 4.706798e-151
              [,11]         [,12]         [,13]         [,14]        [,15]
 [1,]  5.117015e-01  1.494207e-01  1.057969e-02  1.529798e-03 5.470559e-03
 [2,]  7.740582e-01  5.295575e-01  8.580787e-02  4.846839e-03 5.649872e-03
 [3,]  6.674929e-01  1.069977e+00  4.054921e-01  3.758985e-02 7.913167e-03
 [4,]  3.281223e-01  1.232409e+00  1.094179e+00  2.302794e-01 1.854696e-02
 [5,]  9.194763e-02  8.091924e-01  1.683338e+00  8.279501e-01 1.009204e-01
 [6,]  1.468795e-02  3.028757e-01  1.476303e+00  1.700997e+00 4.651614e-01
 [7,]  1.337512e-03  6.462389e-02  7.380671e-01  1.992542e+00 1.271986e+00
 [8,]  6.943067e-05  7.860273e-03  2.103450e-01  1.330562e+00 1.989573e+00
 [9,]  2.071378e-06  5.450018e-04  3.417311e-02  5.064998e-01 1.774529e+00
[10,]  8.869608e-07  2.154205e-05  3.164846e-03  1.099105e-01 9.022647e-01
[11,]  2.461997e-05  5.292913e-07  1.670847e-04  1.359613e-02 2.615181e-01
[12,]  4.054012e-04  1.701143e-06  5.030157e-06  9.587547e-04 4.321016e-02
[13,]  3.805434e-03  3.727846e-05  1.725902e-07  3.854033e-05 4.069915e-03
[14,]  2.036290e-02  4.673960e-04  2.536787e-06  8.864115e-07 2.185251e-04
[15,]  6.211415e-02  3.340626e-03  4.246921e-05  1.391591e-07 6.688647e-06
[16,]  1.080084e-01  1.361091e-02  4.054387e-04  2.854850e-06 1.214539e-07
[17,]  1.070633e-01  3.161272e-02  2.206438e-03  3.640230e-05 1.431232e-07
[18,]  6.049772e-02  4.185552e-02  6.845019e-03  2.646086e-04 2.417921e-06
[19,]  1.948739e-02  3.159070e-02  1.210523e-02  1.096464e-03 2.347594e-05
[20,]  3.578362e-03  1.359195e-02  1.220358e-02  2.590004e-03 1.299335e-04
[21,]  3.745682e-04  3.333653e-03  7.013221e-03  3.487568e-03 4.099542e-04
[22,]  2.235075e-05  4.660945e-04  2.297541e-03  2.677076e-03 7.373364e-04
[23,]  7.602747e-07  3.714876e-05  4.290671e-04  1.171425e-03 7.559823e-04
[24,]  1.474223e-08  1.687832e-06  4.567749e-05  2.922025e-04 4.418483e-04
[25,]  1.629578e-10  4.371525e-08  2.772026e-06  4.154996e-05 1.472148e-04
[26,]  1.026832e-12  6.454302e-10  9.589716e-08  3.367994e-06 2.796047e-05
[27,]  3.688450e-15  5.432322e-12  1.891182e-09  1.556290e-07 3.027299e-06
[28,]  7.552653e-18  2.606354e-14  2.126049e-11  4.099423e-09 1.868443e-07
[29,]  8.815981e-21  7.128478e-17  1.362476e-13  6.155603e-11 6.573853e-09
[30,]  5.866293e-24  1.111428e-19  4.977426e-16  5.269121e-13 1.318497e-10
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[11,] 7.775323e-08 8.438531e-10 2.193703e-12 1.358160e-15 1.999841e-19
[12,] 1.926312e-06 4.781948e-08 2.893472e-10 4.176291e-13 1.434836e-16
[13,] 2.911582e-05 1.555813e-06 2.184864e-08 7.345821e-11 5.885379e-14
[14,] 3.200226e-04 2.929154e-05 9.454117e-07 7.394761e-09 1.380650e-11
[15,] 3.458499e-03 3.296100e-04 2.349180e-05 4.263233e-07 1.853184e-09
[16,] 3.585904e-02 2.512484e-03 3.372938e-04 1.409208e-05 1.424064e-07
[17,] 2.667393e-01 1.738316e-02 2.863733e-03 2.676797e-04 6.270174e-06
[18,] 1.238778e+00 1.233443e-01 1.572494e-02 2.938919e-03 1.584081e-04
[19,] 3.512481e+00 6.872956e-01 7.179456e-02 1.900486e-02 2.302634e-03
[20,] 6.221356e+00 2.482239e+00 3.414770e-01 7.748095e-02 1.938450e-02
[21,] 7.454762e+00 5.586732e+00 1.400780e+00 2.443857e-01 9.627612e-02
[22,] 7.535073e+00 8.111525e+00 3.919848e+00 7.794820e-01 2.994500e-01
[23,] 8.817226e+00 8.681387e+00 7.054486e+00 2.311126e+00 6.929273e-01
[24,] 1.185250e+01 9.231723e+00 8.665412e+00 4.982321e+00 1.544455e+00
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[28,] 6.518437e+00 1.495583e+01 1.903999e+01 1.238910e+01 7.049282e+00
[29,] 3.760098e+00 1.097107e+01 1.940241e+01 1.756772e+01 9.088211e+00
[30,] 1.623276e+00 7.163869e+00 1.625456e+01 2.098111e+01 1.371271e+01
[31,] 4.557673e-01 3.715903e+00 1.193787e+01 2.022517e+01 1.882386e+01
[32,] 7.801306e-02 1.313165e+00 7.281398e+00 1.655358e+01 2.093145e+01
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[36,] 3.320321e-07 1.391108e-04 1.578677e-02 4.769899e-01 4.011958e+00
[37,] 3.876594e-09 3.726813e-06 9.534876e-04 6.347111e-02 1.126640e+00
[38,] 2.650588e-11 5.784885e-08 3.366960e-05 5.008982e-03 1.935524e-01
[39,] 1.193071e-13 5.184601e-10 6.911653e-07 2.322034e-04 1.988102e-02
[40,] 6.046339e-16 2.681161e-12 8.211286e-09 6.281006e-06 1.206050e-03
[41,] 4.642119e-18 8.146322e-15 5.626168e-11 9.862674e-08 4.286829e-05
[42,] 2.850767e-20 1.698379e-17 2.217837e-13 8.953253e-10 8.875401e-07
[43,] 1.056636e-22 4.386101e-20 5.034175e-16 4.683465e-12 1.065318e-08
[44,] 5.720824e-24 1.595235e-22 6.742585e-19 1.408192e-14 7.385281e-11
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[47,] 4.798536e-23 5.214941e-25 2.710992e-27 1.420863e-23 8.888165e-19
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[49,] 1.224205e-23 7.304264e-25 1.030155e-26 3.821616e-29 2.900128e-25
[50,] 2.661337e-24 3.720610e-25 1.229513e-26 9.604558e-29 7.534958e-29
             [,36]        [,37]        [,38]        [,39]         [,40]
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[10,] 2.385966e-27 8.479394e-33 7.145687e-39 1.427123e-45  6.751758e-53
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[13,] 1.121950e-17 5.083650e-22 5.470148e-27 1.396730e-32  8.457342e-39
[14,] 6.139263e-15 6.493286e-19 1.631914e-23 9.737486e-29  1.378478e-34
[15,] 1.920958e-12 4.740235e-16 2.781382e-20 3.876949e-25  1.282744e-30
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[25,] 1.659353e+00 1.113344e+00 2.741367e-01 1.747999e-02  2.720258e-04
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[27,] 4.504321e+00 3.406114e+00 2.585591e+00 7.777379e-01  6.301519e-02
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[30,] 6.757403e+00 6.760133e+00 7.850243e+00 7.098181e+00  4.206287e+00
[31,] 9.635644e+00 6.501685e+00 8.877481e+00 9.357615e+00  7.186945e+00
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[42,] 2.192971e-04 1.382694e-02 2.301184e-01 1.086673e+00  1.887437e+00
[43,] 5.972271e-06 8.415647e-04 3.061029e-02 2.996732e-01  8.906703e-01
[44,] 9.459203e-08 3.007239e-05 2.426655e-03 5.121395e-02  2.998407e-01
[45,] 8.675643e-10 6.271310e-07 1.134781e-04 5.267737e-03  6.501943e-02
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[49,] 2.450053e-20 4.993071e-16 2.457581e-12 2.956947e-09  8.845032e-07
[50,] 1.405536e-23 6.656004e-19 7.575347e-15 2.091917e-11  1.421457e-08
              [,41]         [,42]         [,43]         [,44]         [,45]
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[50,]  2.421431e-06  1.058226e-04  1.231234e-03  4.499573e-03  1.138587e-02
              [,46]         [,47]         [,48]         [,49]         [,50]
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[29,]  1.237098e-15  2.500883e-20  1.202105e-25  1.372573e-31  3.719833e-38
[30,]  4.226416e-13  1.992000e-17  2.234269e-22  5.956996e-28  3.771956e-34
[31,]  8.269488e-11  9.078237e-15  2.374329e-19  1.477392e-24  2.184724e-30
[32,]  9.281317e-09  2.369498e-12  1.443592e-16  2.094815e-21  7.230489e-27
[33,]  5.993698e-07  3.548329e-10  5.027145e-14  1.699377e-18  1.368037e-23
[34,]  2.241005e-05  3.059291e-08  1.004746e-11  7.897117e-16  1.480932e-20
[35,]  4.913392e-04  1.529506e-06  1.157219e-09  2.107238e-13  9.185497e-18
[36,]  6.474375e-03  4.498904e-05  7.745040e-08  3.244233e-11  3.273550e-15
[37,]  5.343996e-02  8.001374e-04  3.062992e-06  2.910329e-09  6.741740e-13
[38,]  2.912495e-01  8.988034e-03  7.380426e-05  1.551112e-07  8.117785e-11
[39,]  1.091831e+00  6.701364e-02  1.134238e-03  5.082542e-06  5.845543e-09
[40,]  2.864449e+00  3.412238e-01  1.163449e-02  1.073410e-04  2.614559e-07
[41,]  5.444355e+00  1.184816e+00  8.094676e-02  1.519938e-03  7.616841e-06
[42,]  8.338825e+00  2.834539e+00  3.759667e-01  1.448089e-02  1.491436e-04
[43,]  1.152541e+01  5.057047e+00  1.159081e+00  9.037324e-02  1.945828e-03
[44,]  1.387155e+01  7.633312e+00  2.507546e+00  3.637354e-01  1.634228e-02
[45,]  1.274242e+01  1.003889e+01  4.288864e+00  9.806300e-01  8.650998e-02
[46,]  8.106337e+00  1.044828e+01  6.231068e+00  1.967220e+00  2.959776e-01
[47,]  3.436529e+00  7.778919e+00  7.272083e+00  3.233794e+00  7.154053e-01
[48,]  9.899754e-01  3.895593e+00  6.229566e+00  4.271538e+00  1.362235e+00
[49,]  2.143230e-01  1.279336e+00  3.680666e+00  4.183392e+00  2.074395e+00
[50,]  4.206716e-02  2.816330e-01  1.438782e+00  2.873215e+00  2.348309e+00

> 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  
    -21.129        1.254  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ij3g1226342459.ps tmp/1ij3g1226342459.png")
> system("convert tmp/247321226342459.ps tmp/247321226342459.png")
> system("convert tmp/3l28g1226342459.ps tmp/3l28g1226342459.png")
> system("convert tmp/4ui9j1226342459.ps tmp/4ui9j1226342459.png")
> system("convert tmp/5zh2y1226342459.ps tmp/5zh2y1226342459.png")
> system("convert tmp/6qqea1226342459.ps tmp/6qqea1226342459.png")
> system("convert tmp/7g60y1226342459.ps tmp/7g60y1226342459.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.245   1.318   3.384