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(11.836,11.85,11.897,12.082,11.936,11.928,12.646,12.747,12.447,12.445,12.257,12.878,13.69,13.665,13.78,13.608,13.375,13.376,13.918,14.304,13.877,14.543,14.291,14.788,15.241,15.265,15.322,15.175,14.817,14.579,15.247,15.385,14.891,14.766,14.42,14.85,15.117,15.352,15.099,15.291,15.208,14.995,15.454,15.251,14.975,14.005,13.55,13.422,13.848,13.376,13.038,12.974,12.554,11.971,12.916,12.757,11.924,11.693,11.382,11.821)
> y <- c(519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274,560576,548854,531673,525919,511038,498662,555362,564591,541657,527070,509846,514258)
> x <- c(3.253,3.233,3.196,3.138,3.091,3.17,3.378,3.468,3.33,3.413,3.356,3.525,3.633,3.597,3.6,3.522,3.503,3.532,3.686,3.748,3.672,3.843,3.905,3.999,4.07,4.084,4.042,3.951,3.933,3.958,4.147,4.221,4.058,4.057,4.089,4.268,4.309,4.303,4.177,4.117,4.065,3.983,4.091,4.067,4.024,3.868,3.8,3.804,3.862,3.792,3.674,3.56,3.489,3.412,3.674,3.672,3.463,3.429,3.4,3.533)
> par7 = 'voeding werkloosheid'
> par6 = 'totale werkloosheid'
> par5 = 'landbouw werkloosheid'
> 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/1gpi71226564077.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/2jqkw1226564077.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/3tsnr1226564077.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/4lqxs1226564077.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/567wt1226564077.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  
     243996        86260  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6z0lq1226564077.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] 474163.3 477820.8 481478.3 485135.9 488793.4 492451.0 496108.5 499766.0
 [9] 503423.6 507081.1 510738.7 514396.2 518053.7 521711.3 525368.8 529026.4
[17] 532683.9 536341.4 539999.0 543656.5 547314.1 550971.6 554629.1 558286.7
[25] 561944.2 565601.8 569259.3 572916.9 576574.4 580231.9 583889.5 587547.0
[33] 591204.6 594862.1 598519.6 602177.2 605834.7 609492.3 613149.8 616807.3
[41] 620464.9 624122.4 627780.0 631437.5 635095.0 638752.6 642410.1 646067.7
[49] 649725.2 653382.7

$yords
 [1] 10.75139 10.86023 10.96907 11.07791 11.18675 11.29560 11.40444 11.51328
 [9] 11.62212 11.73096 11.83980 11.94864 12.05748 12.16633 12.27517 12.38401
[17] 12.49285 12.60169 12.71053 12.81937 12.92821 13.03706 13.14590 13.25474
[25] 13.36358 13.47242 13.58126 13.69010 13.79894 13.90779 14.01663 14.12547
[33] 14.23431 14.34315 14.45199 14.56083 14.66967 14.77852 14.88736 14.99620
[41] 15.10504 15.21388 15.32272 15.43156 15.54040 15.64925 15.75809 15.86693
[49] 15.97577 16.08461

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.241844e-05 3.035854e-05 4.251083e-05 5.890856e-05 7.627971e-05
 [2,] 3.019493e-05 3.963717e-05 5.322322e-05 7.273770e-05 9.681439e-05
 [3,] 3.866248e-05 5.110601e-05 6.662335e-05 8.821357e-05 1.170404e-04
 [4,] 4.566176e-05 6.309391e-05 8.235272e-05 1.062786e-04 1.379806e-04
 [5,] 4.877715e-05 7.249728e-05 9.799203e-05 1.262390e-04 1.606073e-04
 [6,] 4.664209e-05 7.603303e-05 1.094194e-04 1.448629e-04 1.838514e-04
 [7,] 3.977592e-05 7.200650e-05 1.125594e-04 1.571238e-04 2.037574e-04
 [8,] 3.027837e-05 6.133129e-05 1.055626e-04 1.584623e-04 2.147553e-04
 [9,] 2.065615e-05 4.701133e-05 8.988695e-05 1.471966e-04 2.123652e-04
[10,] 1.270086e-05 3.254172e-05 6.950580e-05 1.254481e-04 1.955153e-04
[11,] 7.079970e-06 2.043604e-05 4.892756e-05 9.804533e-05 1.670192e-04
[12,] 3.595781e-06 1.169261e-05 3.144584e-05 7.033530e-05 1.322069e-04
[13,] 1.671183e-06 6.115346e-06 1.849298e-05 4.634294e-05 9.684655e-05
[14,] 7.159038e-07 2.935449e-06 9.970345e-06 2.804553e-05 6.551619e-05
[15,] 2.876450e-07 1.306046e-06 4.951516e-06 1.560616e-05 4.084856e-05
[16,] 1.123759e-07 5.517242e-07 2.297489e-06 8.039952e-06 2.350298e-05
[17,] 4.484210e-08 2.309611e-07 1.027654e-06 3.911529e-06 1.260840e-05
[18,] 1.877506e-08 1.001066e-07 4.637595e-07 1.865573e-06 6.471681e-06
[19,] 8.019070e-09 4.512788e-08 2.176912e-07 9.097100e-07 3.308450e-06
[20,] 3.286119e-09 2.020539e-08 1.043622e-07 4.587796e-07 1.738750e-06
[21,] 1.225063e-09 8.462787e-09 4.835569e-08 2.307629e-07 9.313076e-07
[22,] 4.024915e-10 3.175034e-09 2.053026e-08 1.094518e-07 4.852328e-07
[23,] 1.146971e-10 1.041758e-09 7.719157e-09 4.681407e-08 2.335622e-07
[24,] 2.813887e-11 2.954446e-10 2.524507e-09 1.758701e-08 1.001817e-07
[25,] 5.922859e-12 7.202600e-11 7.119210e-10 5.725325e-09 3.752480e-08
[26,] 1.067925e-12 1.505549e-11 1.724026e-10 1.604510e-09 1.214822e-08
[27,] 1.648210e-13 2.695057e-12 3.578158e-11 3.858679e-10 3.381870e-09
[28,] 2.176664e-14 4.129097e-13 6.358647e-12 7.950838e-11 8.075205e-10
[29,] 2.459238e-15 5.412895e-14 9.670571e-13 1.402575e-11 1.651761e-10
[30,] 2.376841e-16 6.070531e-15 1.258390e-13 2.117397e-12 2.892341e-11
[31,] 1.965030e-17 5.823872e-16 1.400866e-14 2.734940e-13 4.334160e-12
[32,] 1.389621e-18 4.779319e-17 1.334030e-15 3.022113e-14 5.556839e-13
[33,] 8.405727e-20 3.354891e-18 1.086685e-16 2.856678e-15 6.094935e-14
[34,] 4.349120e-21 2.014385e-19 7.571819e-18 2.309840e-16 5.718727e-15
[35,] 1.924745e-22 1.034558e-20 4.512836e-19 1.597580e-17 4.589885e-16
[36,] 7.285999e-24 4.544778e-22 2.300633e-20 9.451406e-19 3.151123e-17
[37,] 2.359109e-25 1.707713e-23 1.003209e-21 4.782769e-20 1.850475e-18
[38,] 6.533538e-27 5.488572e-25 3.741785e-23 2.070180e-21 9.295020e-20
[39,] 1.547718e-28 1.508854e-26 1.193742e-24 7.664477e-23 3.993606e-21
[40,] 3.136007e-30 3.547949e-28 3.257504e-26 2.427172e-24 1.467660e-22
[41,] 5.435055e-32 7.135911e-30 7.603294e-28 6.574482e-26 4.613490e-24
[42,] 8.056983e-34 1.227618e-31 1.517961e-29 1.523228e-27 1.240443e-25
[43,] 1.021604e-35 1.806420e-33 2.592156e-31 3.018634e-29 2.852771e-27
[44,] 1.107985e-37 2.273608e-35 3.786199e-33 5.116793e-31 5.611761e-29
[45,] 1.027843e-39 2.447676e-37 4.730285e-35 7.418686e-33 9.442203e-31
[46,] 8.155654e-42 2.253884e-39 5.054875e-37 9.200166e-35 1.358899e-32
[47,] 5.535213e-44 1.775222e-41 4.620374e-39 9.759056e-37 1.672803e-34
[48,] 3.213318e-46 1.195962e-43 3.612331e-41 8.854491e-39 1.761351e-36
[49,] 1.595547e-48 6.891584e-46 2.415654e-43 6.871578e-41 1.586296e-38
[50,] 6.776598e-51 3.396775e-48 1.381745e-45 4.561369e-43 1.221993e-40
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.833042e-05 8.912767e-05 7.754536e-05 5.837228e-05 3.865456e-05
 [2,] 1.193035e-04 1.310585e-04 1.256263e-04 1.044581e-04 7.603453e-05
 [3,] 1.492226e-04 1.748986e-04 1.824519e-04 1.666139e-04 1.331497e-04
 [4,] 1.769423e-04 2.156746e-04 2.404355e-04 2.386055e-04 2.084537e-04
 [5,] 2.033715e-04 2.511689e-04 2.923231e-04 3.101794e-04 2.936629e-04
 [6,] 2.295101e-04 2.821100e-04 3.346348e-04 3.716816e-04 3.759704e-04
 [7,] 2.539994e-04 3.096321e-04 3.679654e-04 4.184132e-04 4.436381e-04
 [8,] 2.724576e-04 3.323518e-04 3.938328e-04 4.510374e-04 4.911158e-04
 [9,] 2.793838e-04 3.459748e-04 4.112753e-04 4.718274e-04 5.194907e-04
[10,] 2.711330e-04 3.458521e-04 4.167500e-04 4.807954e-04 5.321978e-04
[11,] 2.477160e-04 3.299701e-04 4.072528e-04 4.758214e-04 5.307280e-04
[12,] 2.125144e-04 2.997847e-04 3.830264e-04 4.561413e-04 5.148691e-04
[13,] 1.707528e-04 2.589246e-04 3.470806e-04 4.245090e-04 4.863075e-04
[14,] 1.279774e-04 2.117078e-04 3.027759e-04 3.852493e-04 4.500791e-04
[15,] 8.902019e-05 1.626767e-04 2.526581e-04 3.408185e-04 4.112572e-04
[16,] 5.726795e-05 1.165431e-04 1.994936e-04 2.912368e-04 3.707729e-04
[17,] 3.416056e-05 7.751737e-05 1.474931e-04 2.368974e-04 3.256592e-04
[18,] 1.917434e-05 4.810739e-05 1.017062e-04 1.811894e-04 2.736426e-04
[19,] 1.044383e-05 2.839702e-05 6.593258e-05 1.299312e-04 2.170671e-04
[20,] 5.732401e-06 1.647562e-05 4.109869e-05 8.830158e-05 1.623279e-04
[21,] 3.222967e-06 9.680837e-06 2.540641e-05 5.822717e-05 1.158790e-04
[22,] 1.809848e-06 5.759988e-06 1.586395e-05 3.819980e-05 8.069367e-05
[23,] 9.660323e-07 3.348734e-06 9.865894e-06 2.508326e-05 5.574762e-05
[24,] 4.687869e-07 1.814849e-06 5.873207e-06 1.610872e-05 3.804614e-05
[25,] 2.009856e-07 8.835405e-07 3.209504e-06 9.730707e-06 2.496166e-05
[26,] 7.494616e-08 3.777367e-07 1.561934e-06 5.333828e-06 1.519177e-05
[27,] 2.411191e-08 1.400725e-07 6.647389e-07 2.587940e-06 8.320260e-06
[28,] 6.665651e-09 4.476155e-08 2.449316e-07 1.095007e-06 4.016889e-06
[29,] 1.580070e-09 1.228514e-08 7.771448e-08 4.006600e-07 1.688137e-06
[30,] 3.208182e-10 2.890689e-09 2.117192e-08 1.261848e-07 6.130872e-07
[31,] 5.576151e-11 5.825687e-10 4.944551e-09 3.411776e-08 1.916096e-07
[32,] 8.293935e-12 1.005037e-10 9.890377e-10 7.907793e-09 5.140970e-08
[33,] 1.055495e-12 1.483784e-11 1.693533e-10 1.569855e-09 1.182475e-08
[34,] 1.149138e-13 1.874274e-12 2.481626e-11 2.667917e-10 2.329656e-09
[35,] 1.070239e-14 2.025449e-13 3.111436e-12 3.880257e-11 3.929366e-10
[36,] 8.526354e-16 1.872430e-14 3.337471e-13 4.828820e-12 5.672129e-11
[37,] 5.810439e-17 1.480700e-15 3.062493e-14 5.141171e-13 7.006094e-12
[38,] 3.386956e-18 1.001597e-16 2.403881e-15 4.682627e-14 7.403823e-13
[39,] 1.688736e-19 5.795313e-18 1.614059e-16 3.648405e-15 6.693469e-14
[40,] 7.202141e-21 2.868223e-19 9.270112e-18 2.431575e-16 5.176515e-15
[41,] 2.627286e-22 1.214221e-20 4.554117e-19 1.386226e-17 3.424514e-16
[42,] 8.197806e-24 4.396720e-22 1.913697e-20 6.759834e-19 1.937872e-17
[43,] 2.187919e-25 1.361773e-23 6.878433e-22 2.819609e-20 9.380122e-19
[44,] 4.994681e-27 3.607652e-25 2.114712e-23 1.005981e-21 3.883690e-20
[45,] 9.752739e-29 8.174994e-27 5.561052e-25 3.069989e-23 1.375402e-21
[46,] 1.628867e-30 1.584495e-28 1.250847e-26 8.013582e-25 4.166392e-23
[47,] 2.326956e-32 2.626869e-30 2.406557e-28 1.789212e-26 1.079536e-24
[48,] 2.843378e-34 3.725031e-32 3.960337e-30 3.416976e-28 2.392546e-26
[49,] 2.971793e-36 4.518134e-34 5.574506e-32 5.581626e-30 4.535477e-28
[50,] 2.656735e-38 4.687422e-36 6.711606e-34 7.798761e-32 7.354143e-30
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.310731e-05 1.274919e-05 6.507420e-06 3.011312e-06 1.227830e-06
 [2,] 4.954463e-05 2.968143e-05 1.657074e-05 8.523464e-06 3.927752e-06
 [3,] 9.459465e-05 6.136827e-05 3.719264e-05 2.106258e-05 1.088442e-05
 [4,] 1.613593e-04 1.131972e-04 7.401572e-05 4.569024e-05 2.622934e-05
 [5,] 2.469400e-04 1.871099e-04 1.314011e-04 8.756966e-05 5.523755e-05
 [6,] 3.410799e-04 2.784877e-04 2.093811e-04 1.493676e-04 1.022931e-04
 [7,] 4.290077e-04 3.754439e-04 3.013095e-04 2.285162e-04 1.678467e-04
 [8,] 4.977324e-04 4.622909e-04 3.942197e-04 3.161107e-04 2.461935e-04
 [9,] 5.415667e-04 5.260841e-04 4.728624e-04 3.987276e-04 3.260090e-04
[10,] 5.624765e-04 5.619948e-04 5.259241e-04 4.629581e-04 3.939424e-04
[11,] 5.653636e-04 5.733290e-04 5.505683e-04 5.007150e-04 4.395864e-04
[12,] 5.534659e-04 5.665272e-04 5.518167e-04 5.122381e-04 4.593883e-04
[13,] 5.285906e-04 5.464455e-04 5.374161e-04 5.044969e-04 4.575239e-04
[14,] 4.945953e-04 5.165365e-04 5.132580e-04 4.860389e-04 4.429895e-04
[15,] 4.581142e-04 4.820791e-04 4.835876e-04 4.628333e-04 4.244803e-04
[16,] 4.242171e-04 4.503367e-04 4.540254e-04 4.387283e-04 4.069184e-04
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[28,] 7.137920e-05 2.710125e-05 8.540294e-06 2.221238e-06 4.749032e-07
[29,] 1.281386e-04 5.501777e-05 1.973618e-05 5.872656e-06 1.441699e-06
[30,] 2.034471e-04 9.797330e-05 3.974367e-05 1.346201e-05 3.780861e-06
[31,] 2.886590e-04 1.544233e-04 7.024465e-05 2.690187e-05 8.599531e-06
[32,] 3.700281e-04 2.177550e-04 1.099878e-04 4.721613e-05 1.705990e-05
[33,] 4.327103e-04 2.777971e-04 1.542568e-04 7.348740e-05 2.974752e-05
[34,] 4.646334e-04 3.237097e-04 1.959882e-04 1.025762e-04 4.604746e-05
[35,] 4.595270e-04 3.466402e-04 2.277087e-04 1.298769e-04 6.400762e-05
[36,] 4.195452e-04 3.419049e-04 2.432581e-04 1.505263e-04 8.080783e-05
[37,] 3.564722e-04 3.111388e-04 2.393187e-04 1.604633e-04 9.346182e-05
[38,] 2.891987e-04 2.634263e-04 2.170947e-04 1.574692e-04 9.943721e-05
[39,] 2.371502e-04 2.133806e-04 1.832474e-04 1.424062e-04 9.733940e-05
[40,] 2.129174e-04 1.759152e-04 1.484614e-04 1.199097e-04 8.776601e-05
[41,] 2.183175e-04 1.603948e-04 1.234929e-04 9.734585e-05 7.376971e-05
[42,] 2.454010e-04 1.675772e-04 1.148051e-04 8.198880e-05 6.012970e-05
[43,] 2.804364e-04 1.905412e-04 1.223770e-04 7.796753e-05 5.145200e-05
[44,] 3.081243e-04 2.180309e-04 1.405499e-04 8.481728e-05 5.017083e-05
[45,] 3.153836e-04 2.380167e-04 1.607011e-04 9.821350e-05 5.566683e-05
[46,] 2.953765e-04 2.408174e-04 1.740421e-04 1.119888e-04 6.485809e-05
[47,] 2.506016e-04 2.221269e-04 1.739599e-04 1.201773e-04 7.362815e-05
[48,] 1.920037e-04 1.849912e-04 1.580763e-04 1.186187e-04 7.821464e-05
[49,] 1.333834e-04 1.386066e-04 1.293631e-04 1.062231e-04 7.621488e-05
[50,] 8.488605e-05 9.373177e-05 9.494002e-05 8.550381e-05 6.728260e-05

> 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  
 -2.671e+00    2.891e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7s2jf1226564077.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] 2.888228 2.921362 2.954495 2.987629 3.020762 3.053896 3.087029 3.120163
 [9] 3.153297 3.186430 3.219564 3.252697 3.285831 3.318964 3.352098 3.385231
[17] 3.418365 3.451498 3.484632 3.517766 3.550899 3.584033 3.617166 3.650300
[25] 3.683433 3.716567 3.749700 3.782834 3.815967 3.849101 3.882234 3.915368
[33] 3.948502 3.981635 4.014769 4.047902 4.081036 4.114169 4.147303 4.180436
[41] 4.213570 4.246703 4.279837 4.312971 4.346104 4.379238 4.412371 4.445505
[49] 4.478638 4.511772

$yords
 [1] 10.75139 10.86023 10.96907 11.07791 11.18675 11.29560 11.40444 11.51328
 [9] 11.62212 11.73096 11.83980 11.94864 12.05748 12.16633 12.27517 12.38401
[17] 12.49285 12.60169 12.71053 12.81937 12.92821 13.03706 13.14590 13.25474
[25] 13.36358 13.47242 13.58126 13.69010 13.79894 13.90779 14.01663 14.12547
[33] 14.23431 14.34315 14.45199 14.56083 14.66967 14.77852 14.88736 14.99620
[41] 15.10504 15.21388 15.32272 15.43156 15.54040 15.64925 15.75809 15.86693
[49] 15.97577 16.08461

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.635755e+00  2.788056e+00  4.134855e+00  5.850242e+00  8.293069e+00
 [2,]  1.546813e+00  3.165055e+00  5.120810e+00  7.217782e+00  9.709260e+00
 [3,]  1.124855e+00  2.960982e+00  5.741117e+00  8.821246e+00  1.182299e+01
 [4,]  6.854405e-01  2.140162e+00  5.314538e+00  9.770872e+00  1.426671e+01
 [5,]  5.534106e-01  1.315940e+00  3.819111e+00  8.952113e+00  1.562039e+01
 [6,]  8.244145e-01  1.085437e+00  2.371798e+00  6.398081e+00  1.416949e+01
 [7,]  1.598572e+00  1.576294e+00  1.999597e+00  4.016240e+00  1.007528e+01
 [8,]  3.098830e+00  2.872990e+00  2.838392e+00  3.460241e+00  6.395776e+00
 [9,]  5.336031e+00  5.208802e+00  4.881817e+00  4.810839e+00  5.626139e+00
[10,]  7.373709e+00  8.470621e+00  8.295099e+00  7.837441e+00  7.672185e+00
[11,]  7.430198e+00  1.125277e+01  1.273389e+01  1.251268e+01  1.188038e+01
[12,]  5.115364e+00  1.107206e+01  1.623559e+01  1.813912e+01  1.787131e+01
[13,]  2.325521e+00  7.511020e+00  1.557998e+01  2.217377e+01  2.449274e+01
[14,]  6.873515e-01  3.379069e+00  1.040886e+01  2.073372e+01  2.869721e+01
[15,]  1.312021e-01  9.901851e-01  4.633376e+00  1.363691e+01  2.613410e+01
[16,]  1.612778e-02  1.875341e-01  1.346155e+00  6.005965e+00  1.691913e+01
[17,]  1.275153e-03  2.288030e-02  2.529931e-01  1.730190e+00  7.372884e+00
[18,]  6.481656e-05  1.795812e-03  3.064060e-02  3.227122e-01  2.106289e+00
[19,]  2.117649e-06  9.062042e-05  2.387661e-03  3.880415e-02  3.899557e-01
[20,]  4.446593e-08  2.939350e-06  1.196317e-04  3.002616e-03  4.656105e-02
[21,]  6.000545e-10  6.127629e-08  3.852987e-06  1.494011e-04  3.578181e-03
[22,]  5.203994e-12  8.209763e-10  7.975814e-08  4.778618e-06  1.768345e-04
[23,]  2.900437e-14  7.069008e-12  1.061104e-09  9.824005e-08  5.618029e-06
[24,]  1.038891e-16  3.911769e-14  9.072723e-12  1.298041e-09  1.147226e-07
[25,]  2.391428e-19  1.391153e-16  4.985535e-14  1.102283e-11  1.505693e-09
[26,]  3.537712e-22  3.179512e-19  1.760664e-16  6.015841e-14  1.270086e-11
[27,]  3.363340e-25  4.670191e-22  3.996095e-19  2.110088e-16  6.885535e-14
[28,]  2.054932e-28  4.408521e-25  5.828884e-22  4.756649e-19  2.399082e-16
[29,]  8.068785e-32  2.674489e-28  5.464244e-25  6.891319e-22  5.372275e-19
[30,]  2.036111e-35  1.042742e-31  3.292068e-28  6.416576e-25  7.731723e-22
[31,]  3.301973e-39  2.612749e-35  1.274672e-31  3.839732e-28  7.151481e-25
[32,]  3.441379e-43  4.207371e-39  3.171947e-35  1.476732e-31  4.251319e-28
[33,]  2.305019e-47  4.354244e-43  5.072801e-39  3.650080e-35  1.624260e-31
[34,]  9.921973e-52  2.896024e-47  5.213909e-43  5.798325e-39  3.988340e-35
[35,]  2.744771e-56  1.237890e-51  3.444096e-47  5.919762e-43  6.294115e-39
[36,]  4.879847e-61  3.400626e-56  1.462140e-51  3.884296e-47  6.383916e-43
[37,]  5.575507e-66  6.003718e-61  3.989272e-56  1.638013e-51  4.161418e-47
[38,]  4.094026e-71  6.812019e-66  6.995174e-61  4.439436e-56  1.743435e-51
[39,]  1.932014e-76  4.967406e-71  7.883266e-66  7.732949e-61  4.694397e-56
[40,]  5.859344e-82  2.327924e-76  5.709599e-71  8.656851e-66  8.123740e-61
[41,]  1.142030e-87  7.011394e-82  2.657708e-76  6.228484e-71  9.035328e-66
[42,]  1.430516e-93  1.357161e-87  7.950707e-82  2.880089e-76  6.458569e-71
[43,]  1.151612e-99  1.688349e-93  1.528665e-87  8.559364e-82  2.967176e-76
[44,] 5.957987e-106  1.349831e-99  1.888912e-93  1.634841e-87  8.760982e-82
[45,] 1.981007e-112 6.935788e-106  1.500086e-99  2.006870e-93  1.662555e-87
[46,] 4.233217e-119 2.290418e-112 7.656446e-106  1.583335e-99  2.027731e-93
[47,] 5.813481e-126 4.860954e-119 2.511493e-112 8.028329e-106  1.589453e-99
[48,] 5.130939e-133 6.630241e-126 5.294728e-119 2.616310e-112 8.007555e-106
[49,] 2.910360e-140 5.812079e-133 7.173881e-126 5.479686e-119 2.592726e-112
[50,] 1.060964e-147 3.274480e-140 6.247086e-133 7.376287e-126 5.395484e-119
               [,6]          [,7]         [,8]         [,9]        [,10]
 [1,]  1.043389e+01  9.596680e+00 5.759453e+00 2.159053e+00 4.985048e-01
 [2,]  1.305623e+01  1.552594e+01 1.347361e+01 7.627672e+00 2.698332e+00
 [3,]  1.512788e+01  1.929378e+01 2.167194e+01 1.773661e+01 9.470529e+00
 [4,]  1.819568e+01  2.215716e+01 2.678957e+01 2.839647e+01 2.190266e+01
 [5,]  2.169366e+01  2.635503e+01 3.056078e+01 3.500103e+01 3.496075e+01
 [6,]  2.349347e+01  3.107341e+01 3.600927e+01 3.978932e+01 4.311283e+01
 [7,]  2.110940e+01  3.331233e+01 4.203517e+01 4.655424e+01 4.905598e+01
 [8,]  1.493912e+01  2.966609e+01 4.465476e+01 5.388749e+01 5.717962e+01
 [9,]  9.591467e+00  2.090495e+01 3.944452e+01 5.679406e+01 6.575459e+01
[10,]  8.599577e+00  1.357069e+01 2.769217e+01 4.980926e+01 6.884881e+01
[11,]  1.151063e+01  1.236799e+01 1.816209e+01 3.486482e+01 6.002144e+01
[12,]  1.699470e+01  1.624927e+01 1.676245e+01 2.307476e+01 4.193325e+01
[13,]  2.415634e+01  2.293380e+01 2.159812e+01 2.146214e+01 2.796851e+01
[14,]  3.135251e+01  3.088576e+01 2.919550e+01 2.706946e+01 2.606303e+01
[15,]  3.522370e+01  3.804229e+01 3.733895e+01 3.508077e+01 3.207718e+01
[16,]  3.124229e+01  4.102634e+01 4.374068e+01 4.267500e+01 3.984322e+01
[17,]  1.991088e+01  3.546125e+01 4.535379e+01 4.763807e+01 4.612411e+01
[18,]  8.586506e+00  2.225632e+01 3.824280e+01 4.758071e+01 4.912653e+01
[19,]  2.433013e+00  9.501171e+00 2.365387e+01 3.919621e+01 4.735142e+01
[20,]  4.471889e-01  2.670848e+00 1.000018e+01 2.391421e+01 3.817217e+01
[21,]  5.302896e-02  4.874387e-01 2.789549e+00 1.001771e+01 2.299807e+01
[22,]  4.047966e-03  5.741414e-02 5.055898e-01 2.773725e+00 9.551164e+00
[23,]  1.987272e-04  4.353942e-03 5.915931e-02 4.993200e-01 2.625603e+00
[24,]  6.271999e-06  2.123590e-04 4.457231e-03 5.804427e-02 4.695007e-01
[25,]  1.272368e-07  6.658870e-06 2.160000e-04 4.345066e-03 5.422259e-02
[26,]  1.659000e-09  1.342129e-07 6.729646e-06 2.092153e-04 4.032773e-03
[27,]  1.390266e-11  1.738691e-09 1.347725e-07 6.476603e-06 1.929281e-04
[28,]  7.487877e-14  1.447667e-11 1.734780e-09 1.288756e-07 5.933932e-06
[29,]  2.591970e-16  7.746941e-14 1.435191e-11 1.648277e-09 1.173165e-07
[30,]  5.766477e-19  2.664431e-16 7.631160e-14 1.354910e-11 1.490764e-09
[31,]  8.245117e-22  5.889618e-19 2.607845e-16 7.158171e-14 1.217513e-11
[32,]  7.576951e-25  8.367259e-22 5.727785e-19 2.430564e-16 6.390733e-14
[33,]  4.475069e-28  7.639918e-25 8.085394e-22 5.304201e-19 2.155924e-16
[34,]  1.698687e-31  4.483371e-28 7.335444e-25 7.439475e-22 4.674367e-19
[35,]  4.144157e-35  1.690952e-31 4.277225e-28 6.706146e-25 6.513539e-22
[36,]  6.497872e-39  4.098932e-35 1.602911e-31 3.885190e-28 5.833317e-25
[37,]  6.548040e-43  6.385827e-39 3.860676e-35 1.446627e-31 3.357497e-28
[38,]  4.240966e-47  6.394081e-43 5.976287e-39 3.461884e-35 1.242005e-31
[39,]  1.765344e-51  4.114812e-47 5.945774e-43 5.324437e-39 2.952785e-35
[40,]  4.722796e-56  1.701878e-51 3.801819e-47 5.263064e-43 4.511698e-39
[41,]  8.120513e-61  4.523996e-56 1.562387e-51 3.343605e-47 4.430527e-43
[42,]  8.973747e-66  7.728974e-61 4.126576e-56 1.365186e-51 2.796190e-47
[43,]  6.373527e-71  8.486654e-66 7.004927e-61 3.582426e-56 1.134178e-51
[44,]  2.909316e-76  5.989036e-71 7.642264e-66 6.041772e-61 2.956605e-56
[45,]  8.535281e-82  2.716398e-76 5.358642e-71 6.548812e-66 4.953498e-61
[46,]  1.609370e-87  7.918433e-82 2.414868e-76 4.562070e-71 5.333670e-66
[47,]  1.950289e-93  1.483509e-87 6.994162e-82 2.042498e-76 3.690933e-71
[48,]  1.519003e-99  1.786313e-93 1.301944e-87 5.877220e-82 1.641542e-76
[49,] 7.603666e-106  1.382383e-99 1.557575e-93 1.086871e-87 4.692002e-82
[50,] 2.446269e-112 6.875648e-106 1.197613e-99 1.291784e-93 8.619148e-88
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.080022e-02 6.300471e-03 3.918321e-04 2.483430e-05 2.066117e-06
 [2,] 5.888069e-01 7.958759e-02 6.994425e-03 5.025076e-04 4.531701e-05
 [3,] 3.163144e+00 6.540825e-01 8.525399e-02 7.859108e-03 7.445641e-04
 [4,] 1.103039e+01 3.483201e+00 6.871265e-01 8.909287e-02 9.592891e-03
 [5,] 2.539276e+01 1.206627e+01 3.615526e+00 6.915793e-01 9.526883e-02
 [6,] 4.050099e+01 2.767677e+01 1.242978e+01 3.566069e+00 6.863864e-01
 [7,] 5.019832e+01 4.424369e+01 2.843429e+01 1.212791e+01 3.403424e+00
 [8,] 5.750452e+01 5.544596e+01 4.572966e+01 2.767643e+01 1.135251e+01
 [9,] 6.705645e+01 6.441157e+01 5.837095e+01 4.496601e+01 2.578608e+01
[10,] 7.678750e+01 7.553156e+01 6.934114e+01 5.893241e+01 4.245326e+01
[11,] 7.999448e+01 8.636319e+01 8.224128e+01 7.218976e+01 5.752015e+01
[12,] 6.941695e+01 8.964905e+01 9.418007e+01 8.709478e+01 7.311823e+01
[13,] 4.848279e+01 7.755141e+01 9.754983e+01 1.002067e+02 9.014790e+01
[14,] 3.255834e+01 5.427702e+01 8.424967e+01 1.036906e+02 1.045172e+02
[15,] 3.020225e+01 3.671528e+01 5.929204e+01 8.954547e+01 1.081607e+02
[16,] 3.610398e+01 3.369667e+01 4.052023e+01 6.367094e+01 9.355335e+01
[17,] 4.289383e+01 3.887918e+01 3.663445e+01 4.424267e+01 6.762667e+01
[18,] 4.719695e+01 4.398763e+01 4.048800e+01 3.936717e+01 4.824708e+01
[19,] 4.796457e+01 4.583499e+01 4.331009e+01 4.134971e+01 4.238910e+01
[20,] 4.467412e+01 4.435573e+01 4.243665e+01 4.141433e+01 4.205747e+01
[21,] 3.530044e+01 3.993187e+01 3.890532e+01 3.773953e+01 3.902391e+01
[22,] 2.102548e+01 3.096848e+01 3.380023e+01 3.246424e+01 3.259940e+01
[23,] 8.661771e+00 1.825380e+01 2.574283e+01 2.709284e+01 2.591343e+01
[24,] 2.364566e+00 7.463254e+00 1.502802e+01 2.025190e+01 2.058295e+01
[25,] 4.200203e-01 2.023563e+00 6.100478e+00 1.171387e+01 1.506238e+01
[26,] 4.819070e-02 3.570643e-01 1.643014e+00 4.722391e+00 8.630724e+00
[27,] 3.560776e-03 4.069642e-02 2.879810e-01 1.263418e+00 3.455775e+00
[28,] 1.692355e-04 2.987075e-03 3.260182e-02 2.199524e-01 9.183935e-01
[29,] 5.171202e-06 1.410245e-04 2.376739e-03 2.472976e-02 1.587916e-01
[30,] 1.015679e-07 4.280449e-06 1.114465e-04 1.790374e-03 1.772854e-02
[31,] 1.282176e-09 8.351036e-08 3.359588e-06 8.336697e-05 1.274423e-03
[32,] 1.040285e-11 1.047164e-09 6.509640e-08 2.495572e-06 5.892008e-05
[33,] 5.424517e-14 8.439041e-12 8.106640e-10 4.801602e-08 1.751152e-06
[34,] 1.817911e-16 4.370911e-14 6.488215e-12 5.937594e-10 3.345171e-08
[35,] 3.915479e-19 1.454946e-16 3.337354e-14 4.718756e-12 4.106888e-10
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[40,]  9.850817e+01  6.274400e+01  3.086174e+01  1.144529e+01  3.076136e+00
[41,]  9.558131e+01  7.439912e+01  4.546306e+01  2.131625e+01  7.443644e+00
[42,]  7.913922e+01  7.105254e+01  5.295732e+01  3.101933e+01  1.385451e+01
[43,]  6.184650e+01  5.828389e+01  4.978886e+01  3.549023e+01  1.991428e+01
[44,]  4.828794e+01  4.549319e+01  4.052746e+01  3.285216e+01  2.237570e+01
[45,]  3.775743e+01  3.566886e+01  3.168161e+01  2.657188e+01  2.039396e+01
[46,]  2.988246e+01  2.816049e+01  2.498320e+01  2.085130e+01  1.640942e+01
[47,]  2.384152e+01  2.258144e+01  1.989575e+01  1.655743e+01  1.295005e+01
[48,]  1.901794e+01  1.797747e+01  1.611851e+01  1.328773e+01  1.036409e+01
[49,]  1.473889e+01  1.387049e+01  1.278103e+01  1.084883e+01  8.374227e+00
[50,]  9.919519e+00  1.021738e+01  9.547511e+00  8.555580e+00  6.875747e+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  
     0.3127       3.5825  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1gpi71226564077.ps tmp/1gpi71226564077.png")
> system("convert tmp/2jqkw1226564077.ps tmp/2jqkw1226564077.png")
> system("convert tmp/3tsnr1226564077.ps tmp/3tsnr1226564077.png")
> system("convert tmp/4lqxs1226564077.ps tmp/4lqxs1226564077.png")
> system("convert tmp/567wt1226564077.ps tmp/567wt1226564077.png")
> system("convert tmp/6z0lq1226564077.ps tmp/6z0lq1226564077.png")
> system("convert tmp/7s2jf1226564077.ps tmp/7s2jf1226564077.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.179   1.288   2.841