R version 2.8.0 (2008-10-20)
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(30811,29877,28303,27605,26074,26112,32350,35804,36574,34486,32158,30965,30505,29629,28169,26972,25752,25027,31530,34705,35223,33471,29239,27954,27727,27314,26576,25775,24669,24480,30834,33218,33783,32546,30661,30070,29722,29075,28136,27315,26125,26057,32601,34214,35232,33565,31931,31779,31626,31230,29574,28312,27186,27397,33387,34996,36251,34284,32349,30991,29916,29067,27978,26719,25544,25703,31703,33733,35121,32714,31111,29977,30375,29323,28193,27222,26904,27952,33512,36215,36856,35341,32624,30885,31108,30267,28645,28474,25805,24756,30437,33177,33069,31342,28912,28373,28599,27884,25727,25393,23147,23164,29286,31008)
> y <- c(60804,57907,54355,52536,49081,48877,64599,75314,71209,65210,59829,57656,57428,55315,52790,51050,48519,48354,65333,73990,72755,67424,59214,57427,56681,55437,53600,51641,49478,50124,71313,76208,74387,69520,64735,63413,62553,60109,57764,55667,53103,55301,76795,80928,79213,72759,67802,66940,66396,67539,67776,68014,68251,68488,68725,68962,69200,69437,68212,65444,63181,61198,59010,56388,53723,55340,75352,79817,78289,71892,66448,64167,61250,59580,56417,54662,53349,55385,73546,77683,74995,67282,60742,57283,57314,54704,51578,49962,46252,47234,64708,68753,62970,57474,52494,51831,51663,49637,46679,45557,41630,44417,60070,63157)
> x <- c(21863,20403,18792,17931,16475,16205,25134,31896,26537,22801,20200,19666,19809,18799,17884,17512,16327,16880,26537,31867,29427,25800,22041,21759,21333,20462,19594,18564,17640,18614,32562,35640,31865,28117,25508,25006,24452,22643,21474,20500,19505,21769,36062,38633,34629,30184,27271,26841,26482,25538,23789,22386,21087,22891,36192,38922,34669,30197,27001,25891,24879,23662,22741,21615,20305,21877,35369,37941,33480,29757,26323,25359,22207,21763,19944,19662,18624,19902,31726,32860,28894,22949,19758,18420,18245,16761,15341,14271,13418,15218,26485,27457,21402,17879,15607,15626,15303,14296,13686,12948,11609,14602,23629,24680)
> par7 = 'Werkloosheid Waals Gewest'
> par6 = 'Totale werkloosheid'
> par5 = 'Werkloosheid Vlaams Gewest'
> 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/1236t1229087108.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/2afm11229087108.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/3edrh1229087108.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/4bfkn1229087108.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/57f9l1229087108.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  
  29872.993        1.347  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6fsf11229087108.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] 35840.70 36879.00 37917.30 38955.60 39993.90 41032.19 42070.49 43108.79
 [9] 44147.09 45185.38 46223.68 47261.98 48300.28 49338.58 50376.87 51415.17
[17] 52453.47 53491.77 54530.06 55568.36 56606.66 57644.96 58683.26 59721.55
[25] 60759.85 61798.15 62836.45 63874.74 64913.04 65951.34 66989.64 68027.94
[33] 69066.23 70104.53 71142.83 72181.13 73219.42 74257.72 75296.02 76334.32
[41] 77372.62 78410.91 79449.21 80487.51 81525.81 82564.10 83602.40 84640.70
[49] 85679.00 86717.30

$yords
 [1] 20742.46 21120.38 21498.30 21876.22 22254.14 22632.06 23009.98 23387.90
 [9] 23765.82 24143.74 24521.66 24899.58 25277.50 25655.42 26033.34 26411.26
[17] 26789.18 27167.10 27545.02 27922.94 28300.86 28678.78 29056.70 29434.62
[25] 29812.54 30190.46 30568.38 30946.30 31324.22 31702.14 32080.06 32457.98
[33] 32835.90 33213.82 33591.74 33969.66 34347.58 34725.50 35103.42 35481.34
[41] 35859.26 36237.18 36615.10 36993.02 37370.94 37748.86 38126.78 38504.70
[49] 38882.62 39260.54

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.288598e-08 5.594538e-08 5.075014e-08 3.952788e-08 2.659407e-08
 [2,] 6.913701e-08 8.384507e-08 8.855401e-08 8.114557e-08 6.456673e-08
 [3,] 7.796670e-08 1.056798e-07 1.266953e-07 1.338422e-07 1.242069e-07
 [4,] 7.775175e-08 1.162484e-07 1.545478e-07 1.834309e-07 1.941795e-07
 [5,] 6.880111e-08 1.138748e-07 1.663647e-07 2.173150e-07 2.557942e-07
 [6,] 5.387922e-08 9.955106e-08 1.606068e-07 2.295900e-07 2.952168e-07
 [7,] 3.770993e-08 7.782881e-08 1.394385e-07 2.192004e-07 3.069011e-07
 [8,] 2.405943e-08 5.515736e-08 1.095752e-07 1.900244e-07 2.908541e-07
 [9,] 1.414664e-08 3.596906e-08 7.899095e-08 1.509060e-07 2.530080e-07
[10,] 7.607244e-09 2.159602e-08 5.260322e-08 1.108092e-07 2.036716e-07
[11,] 3.669790e-09 1.176489e-08 3.209638e-08 7.510094e-08 1.521052e-07
[12,] 1.550630e-09 5.688545e-09 1.760649e-08 4.630581e-08 1.044024e-07
[13,] 5.585316e-10 2.378051e-09 8.472490e-09 2.540897e-08 6.464746e-08
[14,] 1.679871e-10 8.360170e-10 3.476655e-09 1.207580e-08 3.522852e-08
[15,] 4.579476e-11 2.454794e-10 1.186033e-09 4.827197e-09 1.640437e-08
[16,] 2.301671e-11 7.455682e-11 3.451775e-10 1.594409e-09 6.346814e-09
[17,] 3.294484e-11 5.850377e-11 1.327475e-10 4.794431e-10 2.040385e-09
[18,] 5.098247e-11 9.504819e-11 1.546884e-10 2.673820e-10 6.904498e-10
[19,] 6.237562e-11 1.399260e-10 2.580700e-10 4.029814e-10 5.926214e-10
[20,] 5.832594e-11 1.600560e-10 3.575343e-10 6.549790e-10 1.002459e-09
[21,] 4.145676e-11 1.397400e-10 3.820556e-10 8.500837e-10 1.549436e-09
[22,] 2.235452e-11 9.272596e-11 3.114243e-10 8.483266e-10 1.880363e-09
[23,] 9.135997e-12 4.667755e-11 1.929203e-10 6.455877e-10 1.752169e-09
[24,] 2.828473e-12 1.780869e-11 9.066097e-11 3.733566e-10 1.244886e-09
[25,] 6.631955e-13 5.147084e-12 3.229071e-11 1.637955e-10 6.721109e-10
[26,] 1.177505e-13 1.126637e-12 8.712423e-12 5.446169e-11 2.752667e-10
[27,] 1.583007e-14 1.867412e-13 1.780306e-12 1.371780e-11 8.544268e-11
[28,] 1.611315e-15 2.343669e-14 2.754768e-13 2.616811e-12 2.009089e-11
[29,] 1.241775e-16 2.227063e-15 3.227582e-14 3.780040e-13 3.577825e-12
[30,] 7.245363e-18 1.602268e-16 2.863196e-15 4.134506e-14 4.824764e-13
[31,] 3.200544e-19 8.727596e-18 1.923063e-16 3.424006e-15 4.926495e-14
[32,] 1.070352e-20 3.599172e-19 9.779002e-18 2.146919e-16 3.808774e-15
[33,] 2.709950e-22 1.123703e-20 3.764836e-19 1.019196e-17 2.229485e-16
[34,] 5.194234e-24 2.656043e-22 1.097340e-20 3.663128e-19 9.880680e-18
[35,] 7.537038e-26 4.752763e-24 2.421433e-22 9.967636e-21 3.315307e-19
[36,] 8.279261e-28 6.438395e-26 4.045136e-24 2.053384e-22 8.421855e-21
[37,] 6.884763e-30 6.602741e-28 5.115848e-26 3.202439e-24 1.619694e-22
[38,] 4.333967e-32 5.126001e-30 4.897996e-28 3.781086e-26 2.358263e-24
[39,] 2.065259e-34 3.012548e-32 3.550004e-30 3.379640e-28 2.599430e-26
[40,] 7.449895e-37 1.340245e-34 1.947793e-32 2.286844e-30 2.169127e-28
[41,] 2.034263e-39 4.513611e-37 8.090113e-35 1.171410e-32 1.370273e-30
[42,] 4.204729e-42 1.150658e-39 2.543648e-37 4.542350e-35 6.552943e-33
[43,] 6.578663e-45 2.220471e-42 6.054027e-40 1.333354e-37 2.372289e-35
[44,] 7.791117e-48 3.243502e-45 1.090712e-42 2.962764e-40 6.501208e-38
[45,] 6.984190e-51 3.586290e-48 1.487463e-45 4.983413e-43 1.348674e-40
[46,] 4.738989e-54 3.001494e-51 1.535502e-48 6.345022e-46 2.117896e-43
[47,] 2.433887e-57 1.901437e-54 1.199817e-51 6.115152e-49 2.517550e-46
[48,] 9.461413e-61 9.117472e-58 7.096347e-55 4.461127e-52 2.265284e-49
[49,] 2.783831e-64 3.309065e-61 3.176878e-58 2.463402e-55 1.542866e-52
[50,] 6.199621e-68 9.090302e-65 1.076503e-61 1.029632e-58 7.954217e-56
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.558292e-08 8.019723e-09 3.660681e-09 1.504646e-09 5.692804e-10
 [2,] 4.480433e-08 2.726449e-08 1.463918e-08 7.002647e-09 3.035019e-09
 [3,] 1.012163e-07 7.254413e-08 4.584426e-08 2.566543e-08 1.286651e-08
 [4,] 1.828364e-07 1.527539e-07 1.130448e-07 7.409710e-08 4.321560e-08
 [5,] 2.717444e-07 2.597967e-07 2.223917e-07 1.696297e-07 1.151133e-07
 [6,] 3.451701e-07 3.682592e-07 3.572149e-07 3.126281e-07 2.451119e-07
 [7,] 3.890422e-07 4.523009e-07 4.844505e-07 4.758064e-07 4.243860e-07
 [8,] 3.989469e-07 4.989042e-07 5.767679e-07 6.192670e-07 6.139781e-07
 [9,] 3.767081e-07 5.059684e-07 6.239425e-07 7.164198e-07 7.691629e-07
[10,] 3.300578e-07 4.777274e-07 6.277018e-07 7.621595e-07 8.671354e-07
[11,] 2.694522e-07 4.224685e-07 5.944700e-07 7.633476e-07 9.106200e-07
[12,] 2.039076e-07 3.490871e-07 5.306838e-07 7.267796e-07 9.116334e-07
[13,] 1.409225e-07 2.663181e-07 4.421255e-07 6.537567e-07 8.734149e-07
[14,] 8.704044e-08 1.841334e-07 3.379860e-07 5.462647e-07 7.888087e-07
[15,] 4.673836e-08 1.126031e-07 2.321392e-07 4.156244e-07 6.568879e-07
[16,] 2.116092e-08 5.910682e-08 1.394476e-07 2.814182e-07 4.937824e-07
[17,] 7.892006e-09 2.584471e-08 7.100473e-08 1.647311e-07 3.269822e-07
[18,] 2.521319e-09 9.298531e-09 2.984035e-08 8.081474e-08 1.850915e-07
[19,] 1.093384e-09 3.105279e-09 1.046729e-08 3.260334e-08 8.704343e-08
[20,] 1.358246e-09 1.953364e-09 4.019189e-09 1.149263e-08 3.390837e-08
[21,] 2.345968e-09 3.056436e-09 3.802005e-09 5.772246e-09 1.281390e-08
[22,] 3.412395e-09 5.131124e-09 6.556893e-09 7.580221e-09 9.295138e-09
[23,] 3.869192e-09 6.993114e-09 1.046016e-08 1.322395e-08 1.475534e-08
[24,] 3.366373e-09 7.405975e-09 1.333275e-08 1.985176e-08 2.492013e-08
[25,] 2.232931e-09 6.016180e-09 1.318627e-08 2.364666e-08 3.505812e-08
[26,] 1.125455e-09 3.725559e-09 1.000120e-08 2.183922e-08 3.901283e-08
[27,] 4.303040e-10 1.753016e-09 5.782021e-09 1.546521e-08 3.364550e-08
[28,] 1.246889e-10 6.257006e-10 2.539888e-09 8.347169e-09 2.224499e-08
[29,] 2.737052e-11 1.692583e-10 8.463087e-10 3.423059e-09 1.120910e-08
[30,] 4.550237e-12 3.468446e-11 2.137186e-10 1.064783e-09 4.291263e-09
[31,] 5.728271e-13 5.382902e-12 4.088434e-11 2.510177e-10 1.246132e-09
[32,] 5.460336e-14 6.326124e-13 5.923366e-12 4.482786e-11 2.742435e-10
[33,] 3.940961e-15 5.629460e-14 6.498617e-13 6.063021e-12 4.572023e-11
[34,] 2.153572e-16 3.793016e-15 5.398621e-14 6.209722e-13 5.772693e-12
[35,] 8.910071e-18 1.934990e-16 3.395746e-15 4.815775e-14 5.519395e-13
[36,] 2.790997e-19 7.473757e-18 1.617205e-16 2.827822e-15 3.995918e-14
[37,] 6.618928e-21 2.185539e-19 5.831285e-18 1.257240e-16 2.190464e-15
[38,] 1.188389e-22 4.838711e-21 1.591930e-19 4.232087e-18 9.091529e-17
[39,] 1.615345e-24 8.110455e-23 3.290311e-21 1.078583e-19 2.856998e-18
[40,] 1.662269e-26 1.029198e-24 5.148692e-23 2.081173e-21 6.797477e-20
[41,] 1.294974e-28 9.887467e-27 6.099551e-25 3.040272e-23 1.224458e-21
[42,] 7.637251e-31 7.191110e-29 5.470565e-27 3.362473e-25 1.669901e-23
[43,] 3.409757e-33 3.959368e-31 3.714448e-29 2.815410e-27 1.724179e-25
[44,] 1.152427e-35 1.650319e-33 1.909314e-31 1.784653e-29 1.347760e-27
[45,] 2.948483e-38 5.207317e-36 7.429726e-34 8.564212e-32 7.975767e-30
[46,] 5.710532e-41 1.243830e-38 2.188658e-36 3.111280e-34 3.573214e-32
[47,] 8.372181e-44 2.249058e-41 4.880720e-39 8.556580e-37 1.211892e-34
[48,] 9.291372e-47 3.078419e-44 8.239215e-42 1.781418e-39 3.111585e-37
[49,] 7.805311e-50 3.189570e-47 1.052867e-44 2.807538e-42 6.047868e-40
[50,] 4.963312e-53 2.501585e-50 1.018469e-47 3.349503e-45 8.898693e-43
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.021810e-10 6.739044e-11 2.054713e-11 5.521917e-12 1.266499e-12
 [2,] 1.217928e-09 4.583599e-10 1.600882e-10 5.030768e-11 1.373476e-11
 [3,] 5.883805e-09 2.501426e-09 9.925264e-10 3.604854e-10 1.159513e-10
 [4,] 2.271322e-08 1.096276e-08 4.925201e-09 2.047494e-09 7.675432e-10
 [5,] 6.990463e-08 3.854420e-08 1.962699e-08 9.280484e-09 4.013876e-09
 [6,] 1.719141e-07 1.087070e-07 6.292110e-08 3.374460e-08 1.670184e-08
 [7,] 3.410529e-07 2.469559e-07 1.627005e-07 9.886072e-08 5.565837e-08
 [8,] 5.561833e-07 4.571035e-07 3.416357e-07 2.346788e-07 1.495241e-07
 [9,] 7.671948e-07 7.036989e-07 5.906736e-07 4.558869e-07 3.266109e-07
[10,] 9.279388e-07 9.280619e-07 8.600303e-07 7.370530e-07 5.878837e-07
[11,] 1.023284e-06 1.087511e-06 1.087342e-06 1.016655e-06 8.898910e-07
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[23,] 8.267342e-18 3.318531e-19 1.093816e-20 2.954492e-22 6.527419e-24
[24,] 2.607346e-16 1.306859e-17 5.368588e-19 1.804236e-20 4.952264e-22
[25,] 6.297102e-15 3.932386e-16 2.009502e-17 8.389181e-19 2.857010e-20
[26,] 1.162410e-13 9.026900e-15 5.728978e-16 2.967095e-17 1.252386e-18
[27,] 1.638047e-12 1.579250e-13 1.243070e-14 7.977737e-16 4.169653e-17
[28,] 1.761164e-11 2.104788e-12 2.052160e-13 1.630328e-14 1.054244e-15
[29,] 1.444879e-10 2.137320e-11 2.578047e-12 2.532732e-13 2.024582e-14
[30,] 9.053099e-10 1.654847e-10 2.466135e-11 2.992756e-12 2.954617e-13
[31,] 4.339735e-09 9.783862e-10 1.798573e-10 2.692645e-11 3.279658e-12
[32,] 1.596213e-08 4.427467e-09 1.002030e-09 1.847708e-10 2.772845e-11
[33,] 4.524855e-08 1.538947e-08 4.276916e-09 9.693537e-10 1.789265e-10
[34,] 9.951813e-08 4.129756e-08 1.404262e-08 3.901112e-09 8.836971e-10
[35,] 1.716055e-07 8.619648e-08 3.566995e-08 1.209876e-08 3.353251e-09
[36,] 2.362283e-07 1.415784e-07 7.067518e-08 2.909770e-08 9.825560e-09
[37,] 2.685806e-07 1.868191e-07 1.106778e-07 5.476366e-08 2.238456e-08
[38,] 2.684223e-07 2.060246e-07 1.403234e-07 8.188061e-08 4.005368e-08
[39,] 2.574936e-07 2.035701e-07 1.508419e-07 1.000625e-07 5.728643e-08
[40,] 2.529313e-07 1.964361e-07 1.483352e-07 1.054594e-07 6.774941e-08
[41,] 2.533753e-07 1.936694e-07 1.443487e-07 1.038331e-07 7.045506e-08
[42,] 2.501647e-07 1.914847e-07 1.422025e-07 1.018684e-07 6.976295e-08
[43,] 2.384870e-07 1.845200e-07 1.379736e-07 9.965369e-08 6.878759e-08
[44,] 2.165951e-07 1.712256e-07 1.293657e-07 9.438814e-08 6.636209e-08
[45,] 1.860475e-07 1.511388e-07 1.166921e-07 8.593350e-08 6.109916e-08
[46,] 1.532031e-07 1.259513e-07 9.999073e-08 7.529034e-08 5.395461e-08
[47,] 1.231467e-07 1.006254e-07 8.074070e-08 6.256240e-08 4.589493e-08
[48,] 9.519998e-08 7.838055e-08 6.248124e-08 4.888511e-08 3.694237e-08
[49,] 6.860923e-08 5.839308e-08 4.703785e-08 3.657846e-08 2.789286e-08
[50,] 4.664331e-08 4.035046e-08 3.366859e-08 2.654765e-08 2.014410e-08

> 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  
  1.126e+04    3.063e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7tft91229087108.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]  7921.426  8629.347  9337.269 10045.190 10753.111 11461.033 12168.954
 [8] 12876.876 13584.797 14292.718 15000.640 15708.561 16416.483 17124.404
[15] 17832.325 18540.247 19248.168 19956.090 20664.011 21371.932 22079.854
[22] 22787.775 23495.697 24203.618 24911.539 25619.461 26327.382 27035.303
[29] 27743.225 28451.146 29159.068 29866.989 30574.910 31282.832 31990.753
[36] 32698.675 33406.596 34114.517 34822.439 35530.360 36238.282 36946.203
[43] 37654.124 38362.046 39069.967 39777.889 40485.810 41193.731 41901.653
[50] 42609.574

$yords
 [1] 20742.46 21120.38 21498.30 21876.22 22254.14 22632.06 23009.98 23387.90
 [9] 23765.82 24143.74 24521.66 24899.58 25277.50 25655.42 26033.34 26411.26
[17] 26789.18 27167.10 27545.02 27922.94 28300.86 28678.78 29056.70 29434.62
[25] 29812.54 30190.46 30568.38 30946.30 31324.22 31702.14 32080.06 32457.98
[33] 32835.90 33213.82 33591.74 33969.66 34347.58 34725.50 35103.42 35481.34
[41] 35859.26 36237.18 36615.10 36993.02 37370.94 37748.86 38126.78 38504.70
[49] 38882.62 39260.54

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.559438e-08 6.615964e-08 7.231083e-08 7.379383e-08 7.149666e-08
 [2,] 6.876654e-08 8.898608e-08 1.057054e-07 1.164586e-07 1.208435e-07
 [3,] 7.647849e-08 1.053438e-07 1.344483e-07 1.592766e-07 1.768177e-07
 [4,] 8.058528e-08 1.148481e-07 1.539216e-07 1.933487e-07 2.280595e-07
 [5,] 8.320082e-08 1.208647e-07 1.661499e-07 2.164794e-07 2.671723e-07
 [6,] 8.317893e-08 1.247492e-07 1.752153e-07 2.331349e-07 2.956309e-07
 [7,] 7.749215e-08 1.232117e-07 1.802233e-07 2.463096e-07 3.188883e-07
 [8,] 6.545601e-08 1.125152e-07 1.754798e-07 2.515671e-07 3.365883e-07
 [9,] 5.001110e-08 9.351984e-08 1.576034e-07 2.414704e-07 3.404338e-07
[10,] 3.507224e-08 7.116246e-08 1.298517e-07 2.143343e-07 3.227238e-07
[11,] 2.290464e-08 5.026219e-08 9.904315e-08 1.761227e-07 2.844534e-07
[12,] 1.393850e-08 3.314099e-08 7.052384e-08 1.349976e-07 2.338785e-07
[13,] 7.800377e-09 2.022807e-08 4.672546e-08 9.661277e-08 1.798975e-07
[14,] 3.944858e-09 1.124193e-08 2.840696e-08 6.390790e-08 1.286938e-07
[15,] 1.775764e-09 5.595850e-09 1.557981e-08 3.844304e-08 8.442463e-08
[16,] 7.024664e-10 2.459956e-09 7.590217e-09 2.068309e-08 4.993286e-08
[17,] 2.411269e-10 9.425885e-10 3.239155e-09 9.803248e-09 2.619292e-08
[18,] 7.086684e-11 3.106071e-10 1.194324e-09 4.034922e-09 1.200009e-08
[19,] 1.760172e-11 8.686031e-11 3.753455e-10 1.422137e-09 4.731939e-09
[20,] 3.653091e-12 2.036985e-11 9.930522e-11 4.237202e-10 1.584453e-09
[21,] 6.279694e-13 3.967993e-12 2.189261e-11 1.055606e-10 4.453008e-10
[22,] 8.888889e-14 6.377985e-13 3.991856e-12 2.180878e-11 1.040960e-10
[23,] 1.034473e-14 8.437552e-14 5.998815e-13 3.719690e-12 2.012990e-11
[24,] 9.997444e-16 9.256708e-15 7.470239e-14 5.256144e-13 3.225969e-12
[25,] 8.460434e-17 8.801658e-16 7.996773e-15 6.343480e-14 4.393253e-13
[26,] 7.564404e-18 8.533236e-17 8.466644e-16 7.378405e-15 5.641294e-14
[27,] 9.675570e-19 1.138266e-17 1.183552e-16 1.087093e-15 8.813284e-15
[28,] 1.698689e-19 2.132831e-18 2.357901e-17 2.296605e-16 1.971485e-15
[29,] 3.061550e-20 4.239661e-19 5.149749e-18 5.491406e-17 5.144493e-16
[30,] 4.895390e-21 7.588560e-20 1.029026e-18 1.221733e-17 1.271120e-16
[31,] 6.634126e-22 1.159626e-20 1.769450e-19 2.358759e-18 2.749219e-17
[32,] 7.484091e-23 1.482085e-21 2.558054e-20 3.850441e-19 5.057816e-18
[33,] 6.958760e-24 1.566216e-22 3.068983e-21 5.237797e-20 7.789782e-19
[34,] 5.299556e-25 1.358502e-23 3.029609e-22 5.879625e-21 9.933355e-20
[35,] 3.292568e-26 9.625878e-25 2.447081e-23 5.410651e-22 1.040744e-20
[36,] 1.664736e-27 5.555185e-26 1.611485e-24 4.064367e-23 8.913885e-22
[37,] 6.839354e-29 2.606380e-27 8.632863e-26 2.485503e-24 6.221047e-23
[38,] 2.281115e-30 9.930569e-29 3.757036e-27 1.235372e-25 3.530741e-24
[39,] 6.173114e-32 3.070558e-30 1.327219e-28 4.985520e-27 1.627595e-25
[40,] 1.355015e-33 7.701813e-32 3.803937e-30 1.632642e-28 6.089558e-27
[41,] 2.412022e-35 1.566739e-33 8.842792e-32 4.336932e-30 1.848385e-28
[42,] 3.481492e-37 2.584437e-35 1.666995e-33 9.343118e-32 4.550423e-30
[43,] 4.074420e-39 3.456716e-37 2.548136e-35 1.632158e-33 9.084360e-32
[44,] 3.866016e-41 3.748579e-39 3.158097e-37 2.311848e-35 1.470544e-33
[45,] 2.974052e-43 3.295808e-41 3.173417e-39 2.654989e-37 1.930091e-35
[46,] 1.854864e-45 2.349306e-43 2.585329e-41 2.472060e-39 2.053890e-37
[47,] 9.378925e-48 1.357679e-45 1.707606e-43 1.866132e-41 1.772021e-39
[48,] 3.844710e-50 6.361018e-48 9.143952e-46 1.142098e-43 1.239487e-41
[49,] 1.277753e-52 2.416186e-50 3.969689e-48 5.666869e-46 7.029057e-44
[50,] 3.442703e-55 7.440548e-53 1.397178e-50 2.279595e-48 3.231688e-46
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.640720e-08 5.917210e-08 5.051962e-08 4.165024e-08 3.385152e-08
 [2,] 1.197209e-07 1.138693e-07 1.037888e-07 9.065326e-08 7.675255e-08
 [3,] 1.863978e-07 1.884393e-07 1.829930e-07 1.701829e-07 1.519247e-07
 [4,] 2.546660e-07 2.720234e-07 2.795675e-07 2.760786e-07 2.612232e-07
 [5,] 3.130310e-07 3.504503e-07 3.775559e-07 3.923177e-07 3.920085e-07
 [6,] 3.581406e-07 4.156507e-07 4.643437e-07 5.013609e-07 5.230994e-07
 [7,] 3.947375e-07 4.695023e-07 5.383034e-07 5.968392e-07 6.411138e-07
 [8,] 4.264975e-07 5.174826e-07 6.050733e-07 6.839887e-07 7.488908e-07
 [9,] 4.480641e-07 5.585361e-07 6.669734e-07 7.680573e-07 8.551906e-07
[10,] 4.482851e-07 5.822154e-07 7.165898e-07 8.448025e-07 9.597191e-07
[11,] 4.208151e-07 5.763686e-07 7.398909e-07 9.009986e-07 1.050563e-06
[12,] 3.694460e-07 5.368972e-07 7.253048e-07 9.210154e-07 1.110745e-06
[13,] 3.038829e-07 4.696940e-07 6.707543e-07 8.941736e-07 1.123892e-06
[14,] 2.335691e-07 3.853018e-07 5.834347e-07 8.196015e-07 1.079272e-06
[15,] 1.659593e-07 2.942333e-07 4.749639e-07 7.058603e-07 9.770421e-07
[16,] 1.072679e-07 2.062973e-07 3.580950e-07 5.669147e-07 8.286659e-07
[17,] 6.198657e-08 1.305256e-07 2.461230e-07 4.192396e-07 6.524639e-07
[18,] 3.149664e-08 7.320912e-08 1.514157e-07 2.805529e-07 4.700616e-07
[19,] 1.385465e-08 3.578990e-08 8.186599e-08 1.666576e-07 3.041167e-07
[20,] 5.200929e-09 1.501744e-08 3.825027e-08 8.626968e-08 1.732227e-07
[21,] 1.645622e-09 5.336605e-09 1.521992e-08 3.828701e-08 8.530013e-08
[22,] 4.345613e-10 1.588816e-09 5.096370e-09 1.437524e-08 3.576806e-08
[23,] 9.515734e-11 3.933512e-10 1.423836e-09 4.521377e-09 1.262615e-08
[24,] 1.728159e-11 8.087121e-11 3.309451e-10 1.185997e-09 3.729055e-09
[25,] 2.656843e-12 1.403593e-11 6.481815e-11 2.619104e-10 9.272674e-10
[26,] 3.780943e-13 2.220270e-12 1.142143e-11 5.147890e-11 2.034223e-10
[27,] 6.300962e-14 3.969011e-13 2.201026e-12 1.073979e-11 4.609935e-11
[28,] 1.491757e-14 9.948474e-14 5.846018e-13 3.026032e-12 1.379357e-11
[29,] 4.236566e-15 3.068041e-14 1.954152e-13 1.094707e-12 5.392666e-12
[30,] 1.159880e-15 9.288953e-15 6.532739e-14 4.036181e-13 2.191162e-12
[31,] 2.804074e-16 2.504943e-15 1.961514e-14 1.347398e-13 8.124176e-13
[32,] 5.802164e-17 5.817551e-16 5.102470e-15 3.918230e-14 2.636549e-13
[33,] 1.010116e-17 1.142790e-16 1.128816e-15 9.742898e-15 7.354068e-14
[34,] 1.461513e-18 1.873599e-17 2.093903e-16 2.041367e-15 1.737316e-14
[35,] 1.742030e-19 2.538234e-18 3.220662e-17 3.560461e-16 3.431253e-15
[36,] 1.700338e-20 2.821644e-19 4.074660e-18 5.122221e-17 5.607642e-16
[37,] 1.353832e-21 2.562084e-20 4.217345e-19 6.039737e-18 7.527701e-17
[38,] 8.771937e-23 1.894712e-21 3.558574e-20 5.812772e-19 8.259729e-18
[39,] 4.618340e-24 1.139131e-22 2.442648e-21 4.554282e-20 7.384656e-19
[40,] 1.973998e-25 5.561731e-24 1.362126e-22 2.900207e-21 5.369214e-20
[41,] 6.846106e-27 2.203770e-25 6.165892e-24 1.499634e-22 3.170956e-21
[42,] 1.925908e-28 7.083864e-27 2.264572e-25 6.292618e-24 1.520040e-22
[43,] 4.393778e-30 1.846792e-28 6.746231e-27 2.141964e-25 5.911743e-24
[44,] 8.128295e-32 3.904328e-30 1.629834e-28 5.913339e-27 1.864902e-25
[45,] 1.219240e-33 6.692949e-32 3.192909e-30 1.323843e-28 4.770971e-27
[46,] 1.482814e-35 9.302659e-34 5.071784e-32 2.403184e-30 9.897454e-29
[47,] 1.462118e-37 1.048341e-35 6.532060e-34 3.537237e-32 1.664873e-30
[48,] 1.168866e-39 9.578343e-38 6.820864e-36 4.221339e-34 2.270695e-32
[49,] 7.575873e-42 7.095264e-40 5.774639e-38 4.084508e-36 2.511013e-34
[50,] 3.980899e-44 4.261194e-42 3.963690e-40 3.204239e-38 2.251347e-36
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.771685e-08 2.287930e-08 1.853783e-08 1.419903e-08 9.967990e-09
 [2,] 6.443882e-08 5.460314e-08 4.635923e-08 3.821788e-08 2.949921e-08
 [3,] 1.321898e-07 1.147410e-07 1.005365e-07 8.757882e-08 7.328339e-08
 [4,] 2.381480e-07 2.131053e-07 1.913145e-07 1.730783e-07 1.542894e-07
 [5,] 3.761809e-07 3.499324e-07 3.221858e-07 2.990511e-07 2.787460e-07
 [6,] 5.257992e-07 5.099240e-07 4.834396e-07 4.578783e-07 4.388445e-07
 [7,] 6.664917e-07 6.696279e-07 6.536740e-07 6.304489e-07 6.134460e-07
 [8,] 7.946971e-07 8.169970e-07 8.151830e-07 7.973662e-07 7.800583e-07
 [9,] 9.213413e-07 9.606659e-07 9.707282e-07 9.563228e-07 9.327066e-07
[10,] 1.052457e-06 1.113853e-06 1.137942e-06 1.126065e-06 1.090635e-06
[11,] 1.178668e-06 1.273515e-06 1.323944e-06 1.324862e-06 1.282832e-06
[12,] 1.281942e-06 1.421089e-06 1.513419e-06 1.546709e-06 1.518149e-06
[13,] 1.343171e-06 1.534991e-06 1.681517e-06 1.765496e-06 1.775352e-06
[14,] 1.344090e-06 1.593213e-06 1.803928e-06 1.953297e-06 2.022287e-06
[15,] 1.272947e-06 1.573198e-06 1.852213e-06 2.080225e-06 2.228191e-06
[16,] 1.132588e-06 1.463004e-06 1.798037e-06 2.106914e-06 2.351527e-06
[17,] 9.402949e-07 1.272069e-06 1.633173e-06 2.001021e-06 2.339606e-06
[18,] 7.209681e-07 1.027125e-06 1.379204e-06 1.764982e-06 2.162222e-06
[19,] 5.024452e-07 7.615631e-07 1.075764e-06 1.438430e-06 1.841077e-06
[20,] 3.120317e-07 5.096805e-07 7.657479e-07 1.076247e-06 1.438621e-06
[21,] 1.692811e-07 3.017199e-07 4.886178e-07 7.301354e-07 1.025254e-06
[22,] 7.884897e-08 1.549596e-07 2.739365e-07 4.411520e-07 6.581979e-07
[23,] 3.111107e-08 6.795984e-08 1.325062e-07 2.328906e-07 3.741925e-07
[24,] 1.031390e-08 2.518395e-08 5.456898e-08 1.057221e-07 1.851804e-07
[25,] 2.881970e-09 7.884753e-09 1.906329e-08 4.096416e-08 7.890595e-08
[26,] 7.055358e-10 2.151676e-09 5.785945e-09 1.377625e-08 2.922956e-08
[27,] 1.741060e-10 5.790204e-10 1.698332e-09 4.405377e-09 1.015113e-08
[28,] 5.536344e-11 1.957026e-10 6.096779e-10 1.676383e-09 4.079308e-09
[29,] 2.335424e-11 8.889403e-11 2.973516e-10 8.742359e-10 2.260742e-09
[30,] 1.045217e-11 4.380124e-11 1.612067e-10 5.208861e-10 1.477186e-09
[31,] 4.301724e-12 2.000792e-11 8.175045e-11 2.934011e-10 9.247146e-10
[32,] 1.555838e-12 8.057047e-12 3.663642e-11 1.463345e-10 5.135337e-10
[33,] 4.858760e-13 2.812328e-12 1.427319e-11 6.356746e-11 2.486010e-10
[34,] 1.291738e-13 8.398107e-13 4.778551e-12 2.381940e-11 1.041101e-10
[35,] 2.884447e-14 2.116661e-13 1.356977e-12 7.607135e-12 3.732658e-11
[36,] 5.348971e-15 4.448134e-14 3.226954e-13 2.043871e-12 1.131196e-11
[37,] 8.168346e-16 7.720180e-15 6.358754e-14 4.567155e-13 2.862639e-12
[38,] 1.021291e-16 1.099225e-15 1.030293e-14 8.413935e-14 5.990525e-13
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[23,] 9.115218e-07 7.330860e-07 6.180570e-07 5.618820e-07 5.534477e-07
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[49,] 6.269629e-08 3.542666e-08 1.891106e-08 1.044963e-08 6.689362e-09
[50,] 6.263216e-08 3.882885e-08 2.158468e-08 1.108256e-08 5.647347e-09

> 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  
  2.069e+04    4.008e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1236t1229087108.ps tmp/1236t1229087108.png")
> system("convert tmp/2afm11229087108.ps tmp/2afm11229087108.png")
> system("convert tmp/3edrh1229087108.ps tmp/3edrh1229087108.png")
> system("convert tmp/4bfkn1229087108.ps tmp/4bfkn1229087108.png")
> system("convert tmp/57f9l1229087108.ps tmp/57f9l1229087108.png")
> system("convert tmp/6fsf11229087108.ps tmp/6fsf11229087108.png")
> system("convert tmp/7tft91229087108.ps tmp/7tft91229087108.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.115   1.355   2.448