R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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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
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Type 'q()' to quit R.

> z <- c(131.6,132.05,132.4,132.57,133.02,133.47,133.66,133.96,134.19,134.93,134.9,135.05,135.16,135.23,135.15,135.12,137.29,137.41,137.44,137.62,137.78,137.98,138.06,138.16,138.28,138.33,138.43,138.44,138.41,138.55,138.64,138.72,138.9,139.02,139.04,139.15,139.3,140.73,141.84,141.95,142.1,142.36,142.58,142.75,142.85,143.03,143.19,143.62,143.89,144.69,147.51,147.78,148.04,148.21,148.29,148.34,148.33,148.38,148.37,148.37)
> y <- c(128.6,128.9,129.06,129.23,129.27,129.33,129.35,129.31,129.4,129.49,129.47,129.46,129.45,129.28,129.2,129.25,129.14,129.11,129.02,129.08,128.99,129.11,129.08,129.19,129.23,129.25,129.31,129.33,129.39,129.55,129.43,129.45,129.57,129.76,129.92,130.08,130.41,130.84,131.24,131.49,131.74,132.34,133.5,134.43,136.5,137.41,138.02,138.15,138.24,138.2,138.31,138.65,139.3,139.8,140.52,141.57,141.77,141.66,141.36,141.17)
> x <- c(150.85,147.79,141.96,148.39,147.71,150.6,151.18,152.24,157.19,154.62,157.22,159.7,160.55,149.66,151.69,154.13,151.48,153.34,155.8,158.87,156.09,156.3,156.4,154.09,161.32,160.12,155.17,154.51,151.38,152.59,153.98,154.91,153.01,155.09,155.53,161.86,166.03,164.54,164.33,163.21,159.95,164.18,167.13,166.8,166.29,168.07,167.1,163.53,168.28,169.07,165.84,163.88,157.33,161,163.54,161.21,158.92,160.18,159.9,164.46)
> par7 = 'Brood'
> par6 = 'Vlees'
> par5 = 'Vis'
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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/155iz1260715044.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/2xty41260715044.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/3jl2v1260715044.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/4l4cv1260715044.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/5k5wq1260715044.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  
    61.9899       0.4453  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6z05m1260715044.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] 127.3826 127.7011 128.0195 128.3380 128.6565 128.9749 129.2934 129.6119
 [9] 129.9303 130.2488 130.5673 130.8857 131.2042 131.5227 131.8411 132.1596
[17] 132.4781 132.7965 133.1150 133.4334 133.7519 134.0704 134.3888 134.7073
[25] 135.0258 135.3442 135.6627 135.9812 136.2996 136.6181 136.9366 137.2550
[33] 137.5735 137.8919 138.2104 138.5289 138.8473 139.1658 139.4843 139.8027
[41] 140.1212 140.4397 140.7581 141.0766 141.3951 141.7135 142.0320 142.3505
[49] 142.6689 142.9874

$yords
 [1] 128.6007 129.0656 129.5304 129.9953 130.4602 130.9250 131.3899 131.8548
 [9] 132.3197 132.7845 133.2494 133.7143 134.1791 134.6440 135.1089 135.5737
[17] 136.0386 136.5035 136.9683 137.4332 137.8981 138.3630 138.8278 139.2927
[25] 139.7576 140.2224 140.6873 141.1522 141.6170 142.0819 142.5468 143.0117
[33] 143.4765 143.9414 144.4063 144.8711 145.3360 145.8009 146.2657 146.7306
[41] 147.1955 147.6603 148.1252 148.5901 149.0550 149.5198 149.9847 150.4496
[49] 150.9144 151.3793

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.157674e-01  5.504212e-01  4.856475e-01  3.873540e-01  3.062266e-01
 [2,]  5.755268e-01  9.002507e-01  1.098914e+00  1.088703e+00  9.406203e-01
 [3,]  2.988090e-01  7.047493e-01  1.270199e+00  1.777034e+00  1.990136e+00
 [4,]  7.115800e-02  2.558362e-01  6.966739e-01  1.447314e+00  2.323986e+00
 [5,]  7.701317e-03  4.246638e-02  1.765016e-01  5.551573e-01  1.329998e+00
 [6,]  3.755841e-04  3.191146e-03  2.036942e-02  9.793338e-02  3.559904e-01
 [7,]  8.184100e-06  1.075841e-04  1.059742e-03  7.836830e-03  4.361718e-02
 [8,]  7.903983e-08  1.613489e-06  2.462857e-05  2.815034e-04  2.413736e-03
 [9,]  3.367476e-10  1.069200e-08  2.536635e-07  4.498765e-06  5.971108e-05
[10,]  7.935616e-13  3.296974e-11  1.175140e-09  3.200479e-08  6.566764e-07
[11,]  7.087402e-13  1.335180e-12  6.613157e-12  1.479436e-10  3.757623e-09
[12,]  2.977814e-12  7.795811e-12  1.526033e-11  2.539448e-11  9.826832e-11
[13,]  5.440161e-12  2.225911e-11  6.806523e-11  1.547525e-10  2.639477e-10
[14,]  4.783519e-12  2.817449e-11  1.320756e-10  4.697920e-10  1.247699e-09
[15,]  3.578964e-12  2.066919e-11  1.217648e-10  6.295871e-10  2.572019e-09
[16,]  3.738598e-12  1.875981e-11  9.135549e-11  4.752723e-10  2.489904e-09
[17,]  3.404381e-12  1.949985e-11  9.686221e-11  4.299287e-10  1.877468e-09
[18,]  2.253163e-12  1.573475e-11  9.199429e-11  4.621012e-10  2.016443e-09
[19,]  8.685937e-13  8.432931e-12  6.383861e-11  3.900525e-10  1.998119e-09
[20,]  1.588171e-13  2.342038e-12  2.599166e-11  2.200223e-10  1.454562e-09
[21,]  1.273186e-14  2.935030e-13  5.039761e-12  6.469687e-11  6.254596e-10
[22,]  4.381817e-16  1.590718e-14  4.290220e-13  8.604769e-12  1.285898e-10
[23,]  6.442555e-18  3.689086e-16  1.568546e-14  4.953084e-13  1.162208e-11
[24,]  4.127093e-20  3.663279e-18  2.451100e-16  1.220368e-14  4.513333e-13
[25,]  3.705188e-22  2.073627e-20  1.715242e-18  1.293226e-16  7.497959e-15
[26,]  3.674224e-23  1.149287e-21  3.066215e-20  1.035910e-18  5.927554e-17
[27,]  2.311082e-24  1.086318e-22  3.844175e-21  1.034776e-19  2.230247e-18
[28,]  6.470227e-26  4.709895e-24  2.566713e-22  1.049528e-20  3.230293e-19
[29,]  7.936348e-28  9.003321e-26  7.623215e-24  4.824820e-22  2.286797e-20
[30,]  4.228478e-30  7.507738e-28  9.928042e-26  9.788349e-24  7.204488e-22
[31,]  9.727587e-33  2.711275e-30  5.619807e-28  8.669097e-26  9.961498e-24
[32,]  9.622055e-36  4.218779e-33  1.374142e-30  3.326821e-28  5.990402e-26
[33,]  4.080545e-39  2.818472e-36  1.445181e-33  5.503013e-31  1.556826e-28
[34,]  7.404531e-43  8.064890e-40  6.517758e-37  3.909345e-34  1.740795e-31
[35,]  5.741436e-47  9.867779e-44  1.257972e-40  1.189729e-37  8.349127e-35
[36,]  1.900580e-51  5.156826e-48  1.037603e-44  1.548399e-41  1.713953e-38
[37,]  2.684286e-56  1.150160e-52  3.654030e-49  8.608048e-46  1.503828e-42
[38,]  1.616817e-61  1.094250e-57  5.490471e-54  2.042509e-50  5.633894e-47
[39,]  4.151952e-67  4.439129e-63  3.518429e-59  2.067386e-55  9.006087e-52
[40,]  4.544885e-73  7.677185e-69  9.613125e-65  8.923224e-61  6.140269e-57
[41,]  2.120359e-79  5.659166e-75  1.119602e-70  1.641916e-66  1.784939e-62
[42,]  4.215705e-86  1.777863e-81  5.557556e-77  1.287752e-72  2.211823e-68
[43,]  3.571695e-93  2.380138e-88  1.175655e-83  4.304390e-79  1.168158e-74
[44,] 1.289451e-100  1.357821e-95  1.059802e-90  6.131333e-86  2.629273e-81
[45,] 1.983568e-108 3.300666e-103  4.070966e-98  3.721658e-93  2.521859e-88
[46,] 1.300140e-116 3.418745e-111 6.663187e-106 9.625811e-101  1.030705e-95
[47,] 3.631014e-125 1.508794e-119 4.646959e-114 1.060830e-108 1.794988e-103
[48,] 4.320719e-134 2.837173e-128 1.380866e-122 4.981423e-117 1.331964e-111
[49,] 2.190626e-143 2.273148e-137 1.748325e-131 9.966713e-126 4.211313e-120
[50,] 4.732244e-153 7.759926e-147 9.431533e-141 8.496528e-135 5.673298e-129
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  2.419588e-01  1.823433e-01  1.469435e-01  1.834444e-01  3.255790e-01
 [2,]  7.760650e-01  6.362837e-01  4.971872e-01  3.709597e-01  3.466385e-01
 [3,]  1.888782e+00  1.648398e+00  1.404665e+00  1.149915e+00  8.678338e-01
 [4,]  2.956157e+00  3.116330e+00  2.919142e+00  2.600949e+00  2.230568e+00
 [5,]  2.454000e+00  3.557770e+00  4.201349e+00  4.281968e+00  4.029322e+00
 [6,]  9.840791e-01  2.088640e+00  3.460398e+00  4.606949e+00  5.168379e+00
 [7,]  1.833537e-01  5.852380e-01  1.430260e+00  2.713736e+00  4.093226e+00
 [8,]  1.556336e-02  7.571278e-02  2.792435e-01  7.865822e-01  1.712294e+00
 [9,]  5.941056e-04  4.441222e-03  2.502199e-02  1.067186e-01  3.468171e-01
[10,]  1.010949e-05  1.167239e-04  1.012129e-03  6.608322e-03  3.261664e-02
[11,]  8.128671e-08  1.397063e-06  1.844701e-05  1.845945e-04  1.394739e-03
[12,]  1.260411e-09  1.766484e-08  2.308595e-07  2.779689e-06  2.885662e-05
[13,]  4.018771e-10  1.607065e-09  1.697201e-08  1.643944e-07  1.278567e-06
[14,]  2.463795e-09  3.667834e-09  5.228873e-09  2.267525e-08  2.161245e-07
[15,]  7.952027e-09  1.834220e-08  3.146153e-08  4.097671e-08  5.604304e-08
[16,]  1.128933e-08  4.017503e-08  1.079496e-07  2.162469e-07  3.222483e-07
[17,]  8.792875e-09  4.089438e-08  1.624292e-07  5.033372e-07  1.175257e-06
[18,]  7.924619e-09  3.106725e-08  1.308634e-07  5.393918e-07  1.875076e-06
[19,]  8.799270e-09  3.373456e-08  1.175085e-07  4.139500e-07  1.566498e-06
[20,]  7.775209e-09  3.488871e-08  1.346566e-07  4.536408e-07  1.402082e-06
[21,]  4.617155e-09  2.665852e-08  1.246569e-07  4.898200e-07  1.656428e-06
[22,]  1.437286e-09  1.210656e-08  7.794918e-08  3.931013e-07  1.607846e-06
[23,]  2.028460e-10  2.638712e-09  2.568520e-08  1.885440e-07  1.059007e-06
[24,]  1.239918e-11  2.531669e-10  3.845921e-09  4.355890e-08  3.693342e-07
[25,]  3.245396e-13  1.044134e-11  2.496022e-10  4.435625e-09  5.866134e-08
[26,]  3.691036e-15  1.845649e-13  6.940566e-12  1.942614e-10  4.041580e-09
[27,]  4.922074e-17  1.763570e-15  8.583277e-14  3.661535e-12  1.194225e-10
[28,]  7.533430e-18  1.365942e-16  2.196208e-15  4.752612e-14  1.653104e-12
[29,]  8.135217e-19  2.178845e-17  4.415705e-16  6.869220e-15  8.764269e-14
[30,]  3.964756e-20  1.634433e-18  5.059071e-17  1.179364e-15  2.079911e-14
[31,]  8.535884e-22  5.461565e-20  2.613487e-18  9.371276e-17  2.524040e-15
[32,]  8.028724e-24  8.016893e-22  5.970664e-20  3.321108e-18  1.381960e-16
[33,]  3.273969e-26  5.121406e-24  5.963878e-22  5.174996e-20  3.349913e-18
[34,]  5.756928e-29  1.414593e-26  2.584111e-24  3.511748e-22  3.553226e-20
[35,]  4.348717e-32  1.681685e-29  4.830127e-27  1.030878e-24  1.635837e-22
[36,]  1.407522e-35  8.577195e-33  3.879573e-30  1.302904e-27  3.250146e-25
[37,]  1.948517e-39  1.872782e-36  1.335443e-33  7.066685e-31  2.775728e-28
[38,]  1.152335e-43  1.747908e-40  1.966443e-37  1.641094e-34  1.016147e-31
[39,]  2.908819e-48  6.966156e-45  1.237094e-41  1.629260e-38  1.591519e-35
[40,]  3.132406e-53  1.184717e-49  3.322171e-46  6.907671e-43  1.065078e-39
[41,]  1.438443e-58  8.593566e-55  3.806122e-51  1.249804e-47  3.042828e-44
[42,]  2.816085e-64  2.657838e-60  1.859562e-56  9.645108e-53  3.708819e-49
[43,]  2.349935e-70  3.504135e-66  3.873335e-62  3.173794e-58  1.927854e-54
[44,]  8.357399e-77  1.969092e-72  3.438951e-68  4.452032e-64  4.272396e-60
[45,]  1.266640e-83  4.715601e-79  1.301297e-74  2.661804e-70  4.035917e-66
[46,]  8.180402e-91  4.812391e-86  2.098437e-81  6.782394e-77  1.624899e-72
[47,]  2.251218e-98  2.092742e-93  1.441975e-88  7.364546e-84  2.787941e-79
[48,] 2.639792e-106 3.877806e-101  4.222241e-96  3.407550e-91  2.038383e-86
[49,] 1.318923e-114 3.061673e-109 5.267886e-104  6.718207e-99  6.350550e-94
[50,] 2.807793e-123 1.029984e-117 2.800480e-112 5.643805e-107 8.430435e-102
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.409818e-01 7.154336e-01 7.270418e-01 5.623346e-01 3.293396e-01
 [2,] 5.321100e-01 9.442828e-01 1.417396e+00 1.656251e+00 1.479143e+00
 [3,] 6.749649e-01 7.900120e-01 1.363796e+00 2.269695e+00 3.030814e+00
 [4,] 1.764239e+00 1.300988e+00 1.161417e+00 1.699354e+00 2.975806e+00
 [5,] 3.620063e+00 3.026381e+00 2.286345e+00 1.749774e+00 1.962991e+00
 [6,] 5.198262e+00 4.910284e+00 4.338585e+00 3.461381e+00 2.559736e+00
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[19,] 1.257257e-05 1.161551e-06 8.430234e-08 4.868775e-09 2.260278e-10
[20,] 1.086824e-04 1.435753e-05 1.453194e-06 1.129340e-07 6.783480e-09
[21,] 4.843069e-04 9.378634e-05 1.397736e-05 1.593882e-06 1.385706e-07
[22,] 1.116604e-03 3.087144e-04 6.693194e-05 1.125209e-05 1.454514e-06
[23,] 1.484537e-03 5.457861e-04 1.644951e-04 3.953170e-05 7.447775e-06
[24,] 1.445654e-03 6.160609e-04 2.318465e-04 7.426940e-05 1.947610e-05
[25,] 1.163812e-03 5.652780e-04 2.372469e-04 8.845113e-05 2.907178e-05
[26,] 7.287606e-04 3.993383e-04 2.002600e-04 8.507356e-05 3.124444e-05
[27,] 8.770526e-04 2.962544e-04 1.283559e-04 6.283696e-05 2.765110e-05
[28,] 1.434205e-03 5.039325e-04 1.486600e-04 4.581243e-05 1.820870e-05
[29,] 1.455774e-03 6.553402e-04 2.517369e-04 7.743838e-05 2.028042e-05
[30,] 1.647529e-03 6.414475e-04 2.639907e-04 1.053524e-04 3.546112e-05
[31,] 1.924772e-03 8.250234e-04 2.970456e-04 1.040402e-04 3.850720e-05
[32,] 1.165619e-03 7.463059e-04 3.597207e-04 1.349453e-04 4.308172e-05
[33,] 3.466524e-04 3.122959e-04 2.311128e-04 1.285305e-04 5.394000e-05
[34,] 1.420046e-03 2.295578e-04 8.117738e-05 5.773030e-05 3.676500e-05
[35,] 2.139123e-02 4.196944e-03 6.233255e-04 7.822787e-05 1.647132e-05
[36,] 1.483463e-01 4.470221e-02 1.014875e-02 1.730522e-03 2.220896e-04
[37,] 4.780043e-01 2.172214e-01 7.515904e-02 1.967327e-02 3.878750e-03
[38,] 7.718669e-01 5.039079e-01 2.584991e-01 1.020010e-01 3.063273e-02
[39,] 7.979277e-01 6.366765e-01 4.437364e-01 2.521906e-01 1.123498e-01
[40,] 8.173664e-01 6.351051e-01 4.788604e-01 3.369280e-01 2.050789e-01
[41,] 8.342003e-01 6.787686e-01 5.001987e-01 3.475642e-01 2.321742e-01
[42,] 7.022736e-01 6.390546e-01 5.249211e-01 3.810947e-01 2.496840e-01
[43,] 6.333476e-01 5.345482e-01 4.562946e-01 3.713541e-01 2.707941e-01
[44,] 7.359081e-01 5.567178e-01 4.175208e-01 3.169372e-01 2.427099e-01
[45,] 1.106994e+00 7.261770e-01 4.884263e-01 3.316201e-01 2.232214e-01
[46,] 1.785335e+00 1.202660e+00 7.281670e-01 4.307163e-01 2.613783e-01
[47,] 1.997418e+00 1.700564e+00 1.192076e+00 7.122040e-01 3.858085e-01
[48,] 1.268628e+00 1.487484e+00 1.380721e+00 1.034168e+00 6.399292e-01
[49,] 4.087276e-01 6.972258e-01 9.167801e-01 9.411435e-01 7.667188e-01
[50,] 6.226264e-02 1.596764e-01 3.109098e-01 4.628228e-01 5.318916e-01

> 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  
      7.338        1.000  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7fofn1260715044.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] 137.7666 138.4910 139.2154 139.9398 140.6643 141.3887 142.1131 142.8376
 [9] 143.5620 144.2864 145.0108 145.7353 146.4597 147.1841 147.9085 148.6330
[17] 149.3574 150.0818 150.8062 151.5307 152.2551 152.9795 153.7039 154.4284
[25] 155.1528 155.8772 156.6016 157.3261 158.0505 158.7749 159.4993 160.2238
[33] 160.9482 161.6726 162.3970 163.1215 163.8459 164.5703 165.2947 166.0192
[41] 166.7436 167.4680 168.1924 168.9169 169.6413 170.3657 171.0902 171.8146
[49] 172.5390 173.2634

$yords
 [1] 128.6007 129.0656 129.5304 129.9953 130.4602 130.9250 131.3899 131.8548
 [9] 132.3197 132.7845 133.2494 133.7143 134.1791 134.6440 135.1089 135.5737
[17] 136.0386 136.5035 136.9683 137.4332 137.8981 138.3630 138.8278 139.2927
[25] 139.7576 140.2224 140.6873 141.1522 141.6170 142.0819 142.5468 143.0117
[33] 143.4765 143.9414 144.4063 144.8711 145.3360 145.8009 146.2657 146.7306
[41] 147.1955 147.6603 148.1252 148.5901 149.0550 149.5198 149.9847 150.4496
[49] 150.9144 151.3793

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.661331e-02 2.307943e-02 2.885914e-02 3.242018e-02 3.268872e-02
 [2,] 1.736346e-02 2.589636e-02 3.501728e-02 4.270405e-02 4.683684e-02
 [3,] 1.680065e-02 2.620473e-02 3.776110e-02 4.959382e-02 5.891372e-02
 [4,] 1.631590e-02 2.517554e-02 3.729450e-02 5.165017e-02 6.567764e-02
 [5,] 1.778310e-02 2.533166e-02 3.614509e-02 5.035689e-02 6.654953e-02
 [6,] 2.264023e-02 2.944399e-02 3.831483e-02 5.015840e-02 6.503541e-02
 [7,] 3.105902e-02 3.909539e-02 4.739271e-02 5.666152e-02 6.785843e-02
 [8,] 4.166460e-02 5.365668e-02 6.458014e-02 7.383345e-02 8.194913e-02
 [9,] 5.205441e-02 7.028826e-02 8.768281e-02 1.016384e-01 1.107889e-01
[10,] 5.992099e-02 8.512687e-02 1.117539e-01 1.354292e-01 1.520274e-01
[11,] 6.408384e-02 9.507154e-02 1.312465e-01 1.676590e-01 1.977892e-01
[12,] 6.468310e-02 9.900385e-02 1.424733e-01 1.911791e-01 2.378089e-01
[13,] 6.246038e-02 9.759271e-02 1.447393e-01 2.021567e-01 2.637944e-01
[14,] 5.789923e-02 9.204141e-02 1.394812e-01 2.007224e-01 2.723513e-01
[15,] 5.107799e-02 8.308204e-02 1.284808e-01 1.892706e-01 2.647649e-01
[16,] 4.225196e-02 7.111239e-02 1.129233e-01 1.703255e-01 2.445213e-01
[17,] 3.238036e-02 5.703157e-02 9.391717e-02 1.459051e-01 2.151709e-01
[18,] 2.294674e-02 4.261062e-02 7.339620e-02 1.183453e-01 1.801189e-01
[19,] 1.524090e-02 2.988429e-02 5.405122e-02 9.091036e-02 1.434276e-01
[20,] 9.784139e-03 2.016672e-02 3.821769e-02 6.703319e-02 1.096952e-01
[21,] 6.319853e-03 1.359120e-02 2.682011e-02 4.881890e-02 8.253637e-02
[22,] 4.217879e-03 9.426940e-03 1.928790e-02 3.627559e-02 6.307362e-02
[23,] 2.887745e-03 6.730888e-03 1.431651e-02 2.787420e-02 4.989953e-02
[24,] 1.962552e-03 4.808562e-03 1.071609e-02 2.177038e-02 4.044719e-02
[25,] 1.277747e-03 3.316863e-03 7.809702e-03 1.670645e-02 3.254213e-02
[26,] 7.762649e-04 2.148064e-03 5.379420e-03 1.220747e-02 2.514351e-02
[27,] 4.324958e-04 1.281788e-03 3.431576e-03 8.307169e-03 1.820705e-02
[28,] 2.183796e-04 6.957937e-04 1.999466e-03 5.186374e-03 1.215512e-02
[29,] 9.906064e-05 3.403644e-04 1.053405e-03 2.938535e-03 7.394113e-03
[30,] 4.009800e-05 1.489438e-04 4.978405e-04 1.498088e-03 4.060899e-03
[31,] 1.440843e-05 5.797263e-05 2.097304e-04 6.824837e-04 1.998537e-03
[32,] 4.577916e-06 1.998162e-05 7.837492e-05 2.763314e-04 8.760737e-04
[33,] 1.282332e-06 6.078678e-06 2.588346e-05 9.902336e-05 3.404668e-04
[34,] 3.159948e-07 1.628177e-06 7.533593e-06 3.130861e-05 1.168928e-04
[35,] 6.839537e-08 3.833017e-07 1.928628e-06 8.714159e-06 3.536433e-05
[36,] 1.298816e-08 7.920847e-08 4.336472e-07 2.131660e-06 9.410470e-06
[37,] 2.162144e-09 1.435473e-08 8.555016e-08 4.577664e-07 2.199730e-06
[38,] 3.153374e-10 2.279942e-09 1.479742e-08 8.622981e-08 4.512954e-07
[39,] 4.027444e-11 3.172143e-10 2.242919e-09 1.424055e-08 8.121609e-08
[40,] 4.503084e-12 3.864923e-11 2.978240e-10 2.061145e-09 1.281664e-08
[41,] 4.406785e-13 4.122840e-12 3.463700e-11 2.614156e-10 1.773396e-09
[42,] 3.774067e-14 3.850125e-13 3.527985e-12 2.905301e-11 2.151621e-10
[43,] 2.828451e-15 3.147528e-14 3.147307e-13 2.829718e-12 2.289589e-11
[44,] 1.855039e-16 2.252792e-15 2.459537e-14 2.416079e-13 2.137791e-12
[45,] 1.064806e-17 1.411927e-16 1.684222e-15 1.809192e-14 1.752479e-13
[46,] 5.350439e-19 7.751350e-18 1.011043e-16 1.188856e-15 1.262323e-14
[47,] 2.354230e-20 3.729165e-19 5.323897e-18 6.861095e-17 7.997605e-16
[48,] 9.074821e-22 1.573159e-20 2.461042e-19 3.481038e-18 4.462170e-17
[49,] 3.066257e-23 5.823599e-22 9.996768e-21 1.554503e-19 2.195474e-18
[50,] 9.088328e-25 1.893568e-23 3.572384e-22 6.118352e-21 9.540202e-20
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.956719e-02 2.398474e-02 1.744660e-02 1.137899e-02 6.654209e-03
 [2,] 4.613216e-02 4.077412e-02 3.232611e-02 2.298352e-02 1.465288e-02
 [3,] 6.304143e-02 6.063306e-02 5.235587e-02 4.056273e-02 2.818722e-02
 [4,] 7.586018e-02 7.911546e-02 7.426001e-02 6.262429e-02 4.740482e-02
 [5,] 8.155964e-02 9.134697e-02 9.270221e-02 8.484010e-02 6.984037e-02
 [6,] 8.128264e-02 9.540837e-02 1.032063e-01 1.016768e-01 9.060759e-02
 [7,] 8.115702e-02 9.497319e-02 1.059166e-01 1.100550e-01 1.049005e-01
 [8,] 9.011743e-02 9.898032e-02 1.075045e-01 1.129043e-01 1.119281e-01
 [9,] 1.156218e-01 1.179237e-01 1.192982e-01 1.197828e-01 1.176373e-01
[10,] 1.594633e-01 1.585299e-01 1.521276e-01 1.433462e-01 1.337089e-01
[11,] 2.159350e-01 2.196211e-01 2.105092e-01 1.931802e-01 1.726005e-01
[12,] 2.735626e-01 2.914670e-01 2.892951e-01 2.702619e-01 2.410729e-01
[13,] 3.197664e-01 3.592543e-01 3.747303e-01 3.650916e-01 3.357398e-01
[14,] 3.458743e-01 4.089891e-01 4.495838e-01 4.606454e-01 4.431362e-01
[15,] 3.494847e-01 4.324771e-01 4.996197e-01 5.386484e-01 5.443116e-01
[16,] 3.332121e-01 4.286640e-01 5.178155e-01 5.857352e-01 6.213973e-01
[17,] 3.017698e-01 4.015245e-01 5.045526e-01 5.964155e-01 6.626723e-01
[18,] 2.601856e-01 3.572251e-01 4.651585e-01 5.724096e-01 6.642158e-01
[19,] 2.138735e-01 3.028480e-01 4.076158e-01 5.204846e-01 6.289874e-01
[20,] 1.688751e-01 2.462832e-01 3.416005e-01 4.508800e-01 5.654425e-01
[21,] 1.306717e-01 1.953347e-01 2.775327e-01 3.761253e-01 4.864325e-01
[22,] 1.021472e-01 1.554336e-01 2.241844e-01 3.086313e-01 4.071033e-01
[23,] 8.264208e-02 1.276530e-01 1.856792e-01 2.568585e-01 3.407239e-01
[24,] 6.903641e-02 1.089459e-01 1.603264e-01 2.223526e-01 2.939562e-01
[25,] 5.790036e-02 9.452376e-02 1.424976e-01 2.001307e-01 2.648377e-01
[26,] 4.710718e-02 8.052742e-02 1.261586e-01 1.822987e-01 2.451684e-01
[27,] 3.618726e-02 6.536582e-02 1.076365e-01 1.623000e-01 2.255602e-01
[28,] 2.577157e-02 4.951273e-02 8.638850e-02 1.373214e-01 1.997979e-01
[29,] 1.679886e-02 3.450265e-02 6.416941e-02 1.083232e-01 1.665366e-01
[30,] 9.923500e-03 2.188147e-02 4.359155e-02 7.859547e-02 1.285741e-01
[31,] 5.269430e-03 1.251863e-02 2.682258e-02 5.189879e-02 9.085196e-02
[32,] 2.498579e-03 6.413916e-03 1.482995e-02 3.091455e-02 5.818254e-02
[33,] 1.052397e-03 2.925746e-03 7.319590e-03 1.649126e-02 3.349606e-02
[34,] 3.921907e-04 1.182899e-03 3.208778e-03 7.833205e-03 1.722323e-02
[35,] 1.289383e-04 4.224935e-04 1.244698e-03 3.298799e-03 7.870867e-03
[36,] 3.731927e-05 1.329941e-04 4.260873e-04 1.227945e-03 3.185659e-03
[37,] 9.495713e-06 3.683716e-05 1.284870e-04 4.032030e-04 1.139302e-03
[38,] 2.122030e-06 8.968700e-06 3.409194e-05 1.166403e-04 3.595373e-04
[39,] 4.162465e-07 1.918227e-06 7.954417e-06 2.970865e-05 1.000552e-04
[40,] 7.164675e-08 3.603184e-07 1.631710e-06 6.661506e-06 2.455318e-05
[41,] 1.082097e-08 5.944352e-08 2.943207e-07 1.315351e-06 5.315401e-06
[42,] 1.434279e-09 8.615612e-09 4.670287e-08 2.288602e-07 1.015970e-06
[43,] 1.669024e-10 1.097662e-09 6.524286e-09 3.512099e-08 1.716424e-07
[44,] 1.706130e-11 1.230262e-10 8.032031e-10 4.759372e-09 2.566478e-08
[45,] 1.533319e-12 1.214271e-11 8.724712e-11 5.703098e-10 3.401103e-09
[46,] 1.212739e-13 1.056713e-12 8.373609e-12 6.051647e-11 3.999803e-10
[47,] 8.451818e-15 8.119510e-14 7.111307e-13 5.694266e-12 4.178884e-11
[48,] 5.197385e-16 5.516692e-15 5.351585e-14 4.756751e-13 3.881324e-12
[49,] 2.824368e-17 3.319280e-16 3.573192e-15 3.530566e-14 3.205348e-13
[50,] 1.358356e-18 1.770932e-17 2.118726e-16 2.329079e-15 2.352789e-14
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.488822e-03 1.640007e-03 6.911867e-04 2.611724e-04 8.847939e-05
 [2,] 8.376180e-03 4.293099e-03 1.972837e-03 8.128390e-04 3.002698e-04
 [3,] 1.756565e-02 9.815730e-03 4.918208e-03 2.209575e-03 8.900770e-04
 [4,] 3.219426e-02 1.961083e-02 1.071311e-02 5.248197e-03 2.305535e-03
 [5,] 5.164184e-02 3.427385e-02 2.040890e-02 1.090155e-02 5.223202e-03
 [6,] 7.275840e-02 5.253851e-02 3.407747e-02 1.984293e-02 1.037009e-02
 [7,] 9.085029e-02 7.110111e-02 5.013171e-02 3.179336e-02 1.812205e-02
 [8,] 1.027696e-01 8.629898e-02 6.577535e-02 4.530842e-02 2.814358e-02
 [9,] 1.105406e-01 9.734417e-02 7.910973e-02 5.874878e-02 3.964049e-02
[10,] 1.227533e-01 1.090943e-01 9.202881e-02 7.246890e-02 5.265495e-02
[11,] 1.519225e-01 1.318750e-01 1.117516e-01 9.096384e-02 6.999276e-02
[12,] 2.086417e-01 1.774939e-01 1.491074e-01 1.229935e-01 9.834455e-02
[13,] 2.956267e-01 2.532186e-01 2.137082e-01 1.785801e-01 1.470187e-01
[14,] 4.050078e-01 3.570877e-01 3.084732e-01 2.639240e-01 2.240257e-01
[15,] 5.203955e-01 4.772878e-01 4.267381e-01 3.770760e-01 3.312954e-01
[16,] 6.224663e-01 5.958681e-01 5.536861e-01 5.070788e-01 4.619047e-01
[17,] 6.949150e-01 6.944800e-01 6.710842e-01 6.371032e-01 6.011837e-01
[18,] 7.280051e-01 7.590455e-01 7.624237e-01 7.495206e-01 7.310433e-01
[19,] 7.192778e-01 7.818439e-01 8.160680e-01 8.300129e-01 8.348684e-01
[20,] 6.730108e-01 7.618754e-01 8.263041e-01 8.694019e-01 9.005818e-01
[21,] 5.997157e-01 7.050834e-01 7.939009e-01 8.642294e-01 9.216325e-01
[22,] 5.149247e-01 6.243915e-01 7.270546e-01 8.177443e-01 8.975245e-01
[23,] 4.355796e-01 5.376503e-01 6.412817e-01 7.410863e-01 8.350296e-01
[24,] 3.742768e-01 4.622697e-01 5.559052e-01 6.522069e-01 7.487901e-01
[25,] 3.345445e-01 4.085493e-01 4.871552e-01 5.705904e-01 6.585278e-01
[26,] 3.105826e-01 3.760140e-01 4.416223e-01 5.095374e-01 5.821669e-01
[27,] 2.916538e-01 3.553803e-01 4.145946e-01 4.709570e-01 5.284411e-01
[28,] 2.679292e-01 3.345073e-01 3.942618e-01 4.463318e-01 4.941936e-01
[29,] 2.343709e-01 3.042496e-01 3.684449e-01 4.227064e-01 4.681329e-01
[30,] 1.915601e-01 2.614298e-01 3.297041e-01 3.892510e-01 4.377675e-01
[31,] 1.442911e-01 2.088044e-01 2.771763e-01 3.410330e-01 3.948558e-01
[32,] 9.906510e-02 1.530830e-01 2.157751e-01 2.796612e-01 3.374529e-01
[33,] 6.142926e-02 1.019587e-01 1.537331e-01 2.118527e-01 2.694252e-01
[34,] 3.415013e-02 6.117328e-02 9.927784e-02 1.466343e-01 1.985671e-01
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[47,] 2.414469e-02 2.500480e-02 2.602382e-02 2.588112e-02 2.415818e-02
[48,] 1.571299e-02 1.439478e-02 1.457650e-02 1.478110e-02 1.428713e-02
[49,] 1.216266e-02 8.983729e-03 8.042133e-03 7.941638e-03 7.837456e-03
[50,] 1.093702e-02 6.697049e-03 4.823797e-03 4.204867e-03 4.040950e-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  
    49.6084       0.5703  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/155iz1260715044.ps tmp/155iz1260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/2xty41260715044.ps tmp/2xty41260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/3jl2v1260715044.ps tmp/3jl2v1260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/4l4cv1260715044.ps tmp/4l4cv1260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/5k5wq1260715044.ps tmp/5k5wq1260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/6z05m1260715044.ps tmp/6z05m1260715044.png",intern=TRUE))
character(0)
> try(system("convert tmp/7fofn1260715044.ps tmp/7fofn1260715044.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.896   1.266   2.212