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

R is free software and comes with ABSOLUTELY NO WARRANTY.
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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
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(2,1.8,2.7,2.3,1.9,2,2.3,2.8,2.4,2.3,2.7,2.7,2.9,3,2.2,2.3,2.8,2.8,2.8,2.2,2.6,2.8,2.5,2.4,2.3,1.9,1.7,2,2.1,1.7,1.8,1.8,1.8,1.3,1.3,1.3,1.2,1.4,2.2,2.9,3.1,3.5,3.6,4.4,4.1,5.1,5.8,5.9,5.4,5.5,4.8,3.2,2.7,2.1,1.9,0.6,0.7,-0.2,-1,-1.7)
> y <- c(13132.1,17665.9,16913,17318.8,16224.2,15469.6,16557.5,19414.8,17335,16525.2,18160.4,15553.8,15262.2,18581,17564.1,18948.6,17187.8,17564.8,17668.4,20811.7,17257.8,18984.2,20532.6,17082.3,16894.9,20274.9,20078.6,19900.9,17012.2,19642.9,19024,21691,18835.9,19873.4,21468.2,19406.8,18385.3,20739.3,22268.3,21569,17514.8,21124.7,21251,21393,22145.2,20310.5,23466.9,21264.6,18388.1,22635.4,22014.3,18422.7,16120.2,16037.7,16410.7,17749.8,16349.8,15662.3,17782.3,16398.9)
> x <- c(12002.4,15525.5,14247.9,15000.7,14931.4,13333.7,14711.2,17197.3,14985.2,14734.4,15937.8,13028.1,13836.8,16677.5,15130,17504,16979.9,16012.5,16247.7,19268.2,15533,16803.3,17396.1,15155.4,15692.4,18063.7,17568.6,18154.3,15467.4,16956.1,16854,19396.4,16457.6,17284.5,18395.3,16938.7,16414.3,18173.4,19919.7,19623.8,17228.1,18730.3,19039.1,19413.3,20013.6,17917.2,21270.3,18766.1,16790.8,19960.6,19586.7,17179,14964.9,13918.5,14401.3,15994.6,14521.1,13746.5,15956,14332.2)
> par7 = 'Inflatie'
> par6 = 'Uitvoer binnen EU'
> par5 = 'Invoer binnen EU'
> 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/1ag3m1257149296.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/2eh9n1257149296.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/3ntto1257149296.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/4jwy41257149296.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/5c6wg1257149296.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  
    899.268        1.066  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/661n41257149296.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] 11810.58 12075.43 12340.28 12605.14 12869.99 13134.85 13399.70 13664.55
 [9] 13929.41 14194.26 14459.12 14723.97 14988.82 15253.68 15518.53 15783.39
[17] 16048.24 16313.09 16577.95 16842.80 17107.66 17372.51 17637.36 17902.22
[25] 18167.07 18431.93 18696.78 18961.64 19226.49 19491.34 19756.20 20021.05
[33] 20285.91 20550.76 20815.61 21080.47 21345.32 21610.18 21875.03 22139.88
[41] 22404.74 22669.59 22934.45 23199.30 23464.15 23729.01 23993.86 24258.72
[49] 24523.57 24788.42

$yords
 [1] -2.23375902 -2.05687089 -1.87998277 -1.70309465 -1.52620652 -1.34931840
 [7] -1.17243028 -0.99554215 -0.81865403 -0.64176591 -0.46487779 -0.28798966
[13] -0.11110154  0.06578658  0.24267471  0.41956283  0.59645095  0.77333908
[19]  0.95022720  1.12711532  1.30400345  1.48089157  1.65777969  1.83466782
[25]  2.01155594  2.18844406  2.36533218  2.54222031  2.71910843  2.89599655
[31]  3.07288468  3.24977280  3.42666092  3.60354905  3.78043717  3.95732529
[37]  4.13421342  4.31110154  4.48798966  4.66487779  4.84176591  5.01865403
[43]  5.19554215  5.37243028  5.54931840  5.72620652  5.90309465  6.07998277
[49]  6.25687089  6.43375902

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.234178e-09 7.589569e-10 1.050427e-09 3.942172e-09 1.368355e-08
 [2,] 6.336816e-09 3.820233e-09 3.273909e-09 9.784248e-09 3.585427e-08
 [3,] 2.920944e-08 1.836568e-08 1.163390e-08 2.277012e-08 8.422186e-08
 [4,] 1.205251e-07 8.105507e-08 4.566541e-08 5.284385e-08 1.783242e-07
 [5,] 4.447039e-07 3.229675e-07 1.813692e-07 1.336058e-07 3.452237e-07
 [6,] 1.466691e-06 1.154408e-06 6.809841e-07 3.860294e-07 6.326732e-07
 [7,] 4.323358e-06 3.692759e-06 2.336798e-06 1.213124e-06 1.176596e-06
 [8,] 1.138938e-05 1.056240e-05 7.227540e-06 3.796389e-06 2.425742e-06
 [9,] 2.681464e-05 2.700629e-05 2.004309e-05 1.113456e-05 5.711079e-06
[10,] 5.642078e-05 6.171927e-05 4.974166e-05 2.974477e-05 1.438725e-05
[11,] 1.060984e-04 1.260750e-04 1.104036e-04 7.155673e-05 3.558613e-05
[12,] 1.783159e-04 2.301994e-04 2.191223e-04 1.543839e-04 8.196604e-05
[13,] 2.678528e-04 3.757273e-04 3.889111e-04 2.983306e-04 1.717379e-04
[14,] 3.596200e-04 5.482388e-04 6.173587e-04 5.162342e-04 3.244872e-04
[15,] 4.315734e-04 7.152244e-04 8.766846e-04 8.001347e-04 5.514327e-04
[16,] 4.629743e-04 8.343552e-04 1.114022e-03 1.111404e-03 8.426853e-04
[17,] 4.440040e-04 8.705102e-04 1.267219e-03 1.384465e-03 1.158965e-03
[18,] 3.807077e-04 8.124772e-04 1.290989e-03 1.548035e-03 1.436379e-03
[19,] 2.918985e-04 6.785641e-04 1.178594e-03 1.555390e-03 1.606707e-03
[20,] 2.001638e-04 5.073126e-04 9.649324e-04 1.406084e-03 1.624802e-03
[21,] 1.227871e-04 3.396810e-04 7.091080e-04 1.145332e-03 1.487942e-03
[22,] 6.740014e-05 2.038145e-04 4.682542e-04 8.419753e-04 1.235819e-03
[23,] 3.311864e-05 1.096698e-04 2.782013e-04 5.595666e-04 9.320490e-04
[24,] 1.457447e-05 5.296847e-05 1.489287e-04 3.367578e-04 6.388201e-04
[25,] 5.747499e-06 2.298780e-05 7.195139e-05 1.838066e-04 3.979989e-04
[26,] 2.032589e-06 8.975941e-06 3.142516e-05 9.109932e-05 2.253244e-04
[27,] 6.452014e-07 3.157900e-06 1.242862e-05 4.103204e-05 1.158212e-04
[28,] 1.840287e-07 1.002655e-06 4.458004e-06 1.679943e-05 5.398432e-05
[29,] 4.722519e-08 2.877904e-07 1.451994e-06 6.250164e-06 2.278097e-05
[30,] 1.091921e-08 7.479999e-08 4.297748e-07 2.111280e-06 8.688967e-06
[31,] 2.278439e-09 1.763166e-08 1.156327e-07 6.467049e-07 2.990349e-06
[32,] 4.297821e-10 3.773879e-09 2.827145e-08 1.793483e-07 9.271288e-07
[33,] 7.340973e-11 7.340612e-10 6.275919e-09 4.495591e-08 2.585816e-07
[34,] 1.137153e-11 1.297895e-10 1.263332e-09 1.016810e-08 6.479625e-08
[35,] 1.599500e-12 2.085345e-11 2.302480e-10 2.071878e-09 1.457256e-08
[36,] 2.044545e-13 3.042158e-12 3.792963e-11 3.797806e-10 2.938813e-09
[37,] 2.375595e-14 4.024414e-13 5.638091e-12 6.254624e-11 5.310636e-10
[38,] 2.508305e-15 4.820217e-14 7.550246e-13 9.244971e-12 8.594215e-11
[39,] 2.404689e-16 5.218467e-15 9.095805e-14 1.225362e-12 1.244953e-11
[40,] 2.090550e-17 5.097962e-16 9.845217e-15 1.455339e-13 1.613715e-12
[41,] 1.645549e-18 4.486743e-17 9.564204e-16 1.547928e-14 1.871120e-13
[42,] 1.170794e-19 3.552403e-18 8.331638e-17 1.473757e-15 1.940363e-14
[43,] 7.516817e-21 2.527098e-19 6.503619e-18 1.255538e-16 1.799256e-15
[44,] 4.347845e-22 1.613484e-20 4.546408e-19 9.568314e-18 1.491664e-16
[45,] 2.262435e-23 9.237803e-22 2.844935e-20 6.521513e-19 1.105540e-17
[46,] 1.057771e-24 4.739347e-23 1.592965e-21 3.974575e-20 7.324305e-19
[47,] 4.438674e-26 2.177502e-24 7.978889e-23 2.165715e-21 4.337277e-20
[48,] 1.670243e-27 8.955529e-26 3.574268e-24 1.054965e-22 2.295670e-21
[49,] 5.631895e-29 3.295756e-27 1.431732e-25 4.593706e-24 1.085988e-22
[50,] 1.700675e-30 1.084980e-28 5.127490e-27 1.787917e-25 4.591441e-24
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.547227e-08 6.768503e-08 9.500186e-08 9.816660e-08 7.492687e-08
 [2,] 1.007530e-07 2.087288e-07 3.181031e-07 3.568513e-07 2.955398e-07
 [3,] 2.557863e-07 5.752363e-07 9.518665e-07 1.159292e-06 1.041871e-06
 [4,] 5.806172e-07 1.416748e-06 2.545401e-06 3.365723e-06 3.282657e-06
 [5,] 1.179480e-06 3.118496e-06 6.082887e-06 8.732588e-06 9.243695e-06
 [6,] 2.149629e-06 6.135786e-06 1.299093e-05 2.024817e-05 2.326324e-05
 [7,] 3.538759e-06 1.079578e-05 2.479479e-05 4.195735e-05 5.232355e-05
 [8,] 5.356281e-06 1.700661e-05 4.229651e-05 7.769832e-05 1.051781e-04
 [9,] 7.776681e-06 2.406690e-05 6.450193e-05 1.285894e-04 1.889536e-04
[10,] 1.172975e-05 3.088184e-05 8.799520e-05 1.902016e-04 3.033844e-04
[11,] 2.004389e-05 3.683099e-05 1.076054e-04 2.514867e-04 4.353655e-04
[12,] 3.908201e-05 4.327346e-05 1.186564e-04 2.974037e-04 5.584399e-04
[13,] 8.026303e-05 5.534218e-05 1.200723e-04 3.151114e-04 6.404217e-04
[14,] 1.600596e-04 8.338443e-05 1.169576e-04 3.008167e-04 6.571077e-04
[15,] 2.965717e-04 1.431096e-04 1.215764e-04 2.633927e-04 6.046158e-04
[16,] 5.016334e-04 2.532068e-04 1.524345e-04 2.229374e-04 5.026116e-04
[17,] 7.702201e-04 4.293222e-04 2.313514e-04 2.056651e-04 3.866747e-04
[18,] 1.072491e-03 6.746384e-04 3.777590e-04 2.377133e-04 2.952120e-04
[19,] 1.355118e-03 9.701285e-04 5.994979e-04 3.387276e-04 2.582649e-04
[20,] 1.555083e-03 1.270470e-03 8.818915e-04 5.142659e-04 2.913903e-04
[21,] 1.621859e-03 1.511658e-03 1.181237e-03 7.475826e-04 3.928632e-04
[22,] 1.537602e-03 1.631281e-03 1.430792e-03 9.957693e-04 5.421229e-04
[23,] 1.324642e-03 1.593846e-03 1.562265e-03 1.197343e-03 7.012160e-04
[24,] 1.036103e-03 1.407510e-03 1.534770e-03 1.293178e-03 8.232900e-04
[25,] 7.348562e-04 1.121512e-03 1.354685e-03 1.252108e-03 8.685262e-04
[26,] 4.718673e-04 8.050262e-04 1.073155e-03 1.085843e-03 8.206417e-04
[27,] 2.738562e-04 5.198107e-04 7.623078e-04 8.429278e-04 6.937338e-04
[28,] 1.434089e-04 3.015549e-04 4.852092e-04 5.855197e-04 5.244594e-04
[29,] 6.765322e-05 1.570050e-04 2.765721e-04 3.638254e-04 3.545004e-04
[30,] 2.871011e-05 7.330008e-05 1.411136e-04 2.021840e-04 2.142152e-04
[31,] 1.094642e-05 3.066400e-05 6.442474e-05 1.004679e-04 1.157108e-04
[32,] 3.745745e-06 1.148775e-05 2.631091e-05 4.463502e-05 5.586737e-05
[33,] 1.149349e-06 3.852335e-06 9.609961e-06 1.772746e-05 2.410918e-05
[34,] 3.160100e-07 1.155946e-06 3.138588e-06 6.293677e-06 9.298878e-06
[35,] 7.780985e-08 3.102787e-07 9.164646e-07 1.997206e-06 3.205464e-06
[36,] 1.714952e-08 7.448509e-08 2.392321e-07 5.664739e-07 9.875389e-07
[37,] 3.382174e-09 1.598876e-08 5.582272e-08 1.436020e-07 2.719040e-07
[38,] 5.966783e-10 3.068512e-09 1.164292e-08 3.253497e-08 6.690692e-08
[39,] 9.414336e-11 5.264596e-10 2.170465e-09 6.587836e-09 1.471373e-08
[40,] 1.328212e-11 8.074025e-11 3.616318e-10 1.192146e-09 2.891844e-09
[41,] 1.675379e-12 1.106813e-11 5.385049e-11 1.927987e-10 5.079676e-10
[42,] 1.889224e-13 1.356122e-12 7.166626e-12 2.786546e-11 7.974959e-11
[43,] 1.904328e-14 1.485069e-13 8.523801e-13 3.599259e-12 1.119140e-11
[44,] 1.715771e-15 1.453460e-14 9.060209e-14 4.154740e-13 1.403974e-12
[45,] 1.381713e-16 1.271341e-15 8.606536e-15 4.286127e-14 1.574881e-13
[46,] 9.944876e-18 9.938346e-17 7.306334e-16 3.951687e-15 1.580163e-14
[47,] 6.397195e-19 6.943077e-18 5.543039e-17 3.256177e-16 1.418953e-15
[48,] 3.677752e-20 4.334858e-19 3.758171e-18 2.398104e-17 1.141436e-16
[49,] 1.889595e-21 2.418676e-20 2.277112e-19 1.578700e-18 8.237522e-18
[50,] 8.676412e-23 1.206024e-21 1.233025e-20 9.291040e-20 5.345920e-19
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.277848e-08 1.910309e-08 7.598400e-09 3.675749e-09 7.719223e-09
 [2,] 1.827218e-07 8.775903e-08 3.683054e-08 1.682001e-08 1.382215e-08
 [3,] 6.977703e-07 3.608183e-07 1.604087e-07 7.488762e-08 4.466671e-08
 [4,] 2.382157e-06 1.327459e-06 6.265987e-07 3.036572e-07 1.724402e-07
 [5,] 7.270192e-06 4.369507e-06 2.194227e-06 1.108565e-06 6.409444e-07
 [6,] 1.983461e-05 1.286686e-05 6.886396e-06 3.635294e-06 2.175945e-06
 [7,] 4.837176e-05 3.389227e-05 1.936582e-05 1.070183e-05 6.663249e-06
 [8,] 1.054488e-04 7.985144e-05 4.879132e-05 2.827734e-05 1.833863e-05
 [9,] 2.054799e-04 1.682659e-04 1.101182e-04 6.706117e-05 4.531119e-05
[10,] 3.579133e-04 3.171269e-04 2.226170e-04 1.427564e-04 1.004916e-04
[11,] 5.572891e-04 5.345738e-04 4.031392e-04 2.728458e-04 2.001256e-04
[12,] 7.757273e-04 8.060623e-04 6.540783e-04 4.684361e-04 3.581844e-04
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[25,] 7.148110e-04 3.244344e-04 1.083124e-04 2.659220e-05 4.800927e-06
[26,] 8.678478e-04 4.273584e-04 1.548720e-04 4.128094e-05 8.091795e-06
[27,] 9.485789e-04 5.061445e-04 1.990036e-04 5.757397e-05 1.225100e-05
[28,] 9.444538e-04 5.443133e-04 2.318898e-04 7.277000e-05 1.680187e-05
[29,] 8.810432e-04 5.445038e-04 2.506019e-04 8.517134e-05 2.131597e-05
[30,] 8.156700e-04 5.335418e-04 2.637731e-04 9.679818e-05 2.620449e-05
[31,] 8.130053e-04 5.550268e-04 2.927473e-04 1.155551e-04 3.374358e-05
[32,] 9.138104e-04 6.505331e-04 3.654852e-04 1.549789e-04 4.876328e-05
[33,] 1.112268e-03 8.368460e-04 5.036359e-04 2.300791e-04 7.815476e-05
[34,] 1.354694e-03 1.090514e-03 7.073165e-04 3.493597e-04 1.284571e-04
[35,] 1.563783e-03 1.350566e-03 9.458774e-04 5.059035e-04 2.016463e-04
[36,] 1.679352e-03 1.543269e-03 1.163279e-03 6.731585e-04 2.908827e-04
[37,] 1.694240e-03 1.619775e-03 1.300439e-03 8.109406e-04 3.793908e-04
[38,] 1.662297e-03 1.585812e-03 1.325371e-03 8.819779e-04 4.450636e-04
[39,] 1.669731e-03 1.503132e-03 1.253339e-03 8.712751e-04 4.700160e-04
[40,] 1.784020e-03 1.458237e-03 1.142513e-03 7.962356e-04 4.501279e-04
[41,] 2.009951e-03 1.514826e-03 1.065324e-03 6.998523e-04 3.983628e-04
[42,] 2.279123e-03 1.676987e-03 1.071248e-03 6.299145e-04 3.391229e-04
[43,] 2.479657e-03 1.883792e-03 1.161624e-03 6.158809e-04 2.966452e-04
[44,] 2.509681e-03 2.037860e-03 1.289410e-03 6.557637e-04 2.839545e-04
[45,] 2.325079e-03 2.052162e-03 1.382928e-03 7.189470e-04 2.979772e-04
[46,] 1.956517e-03 1.890143e-03 1.380583e-03 7.623881e-04 3.225688e-04
[47,] 1.489745e-03 1.578913e-03 1.258655e-03 7.514690e-04 3.372309e-04
[48,] 1.024278e-03 1.191261e-03 1.038630e-03 6.750392e-04 3.269170e-04
[49,] 6.350300e-04 8.099494e-04 7.724825e-04 5.477054e-04 2.881721e-04
[50,] 3.546135e-04 4.955386e-04 5.166927e-04 3.997598e-04 2.290041e-04

> 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  
  -2.794035     0.000282  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ai801257149296.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] 10456.95 10709.17 10961.39 11213.61 11465.83 11718.05 11970.27 12222.49
 [9] 12474.71 12726.94 12979.16 13231.38 13483.60 13735.82 13988.04 14240.26
[17] 14492.48 14744.70 14996.92 15249.14 15501.36 15753.58 16005.80 16258.02
[25] 16510.24 16762.46 17014.68 17266.90 17519.12 17771.34 18023.56 18275.78
[33] 18528.00 18780.22 19032.44 19284.66 19536.88 19789.10 20041.32 20293.54
[41] 20545.76 20797.99 21050.21 21302.43 21554.65 21806.87 22059.09 22311.31
[49] 22563.53 22815.75

$yords
 [1] -2.23375902 -2.05687089 -1.87998277 -1.70309465 -1.52620652 -1.34931840
 [7] -1.17243028 -0.99554215 -0.81865403 -0.64176591 -0.46487779 -0.28798966
[13] -0.11110154  0.06578658  0.24267471  0.41956283  0.59645095  0.77333908
[19]  0.95022720  1.12711532  1.30400345  1.48089157  1.65777969  1.83466782
[25]  2.01155594  2.18844406  2.36533218  2.54222031  2.71910843  2.89599655
[31]  3.07288468  3.24977280  3.42666092  3.60354905  3.78043717  3.95732529
[37]  4.13421342  4.31110154  4.48798966  4.66487779  4.84176591  5.01865403
[43]  5.19554215  5.37243028  5.54931840  5.72620652  5.90309465  6.07998277
[49]  6.25687089  6.43375902

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.892129e-07 6.923500e-07 3.608557e-07 1.978295e-07 3.674131e-07
 [2,] 2.504134e-06 1.889648e-06 1.046873e-06 5.067295e-07 6.191724e-07
 [3,] 5.864261e-06 4.773591e-06 2.835144e-06 1.333900e-06 1.074132e-06
 [4,] 1.270435e-05 1.115834e-05 7.132163e-06 3.446189e-06 2.010221e-06
 [5,] 2.546098e-05 2.413213e-05 1.662928e-05 8.482449e-06 4.107652e-06
 [6,] 4.720447e-05 4.828553e-05 3.590191e-05 1.958462e-05 8.857673e-06
 [7,] 8.096178e-05 8.938448e-05 7.174373e-05 4.210519e-05 1.917008e-05
 [8,] 1.284609e-04 1.530868e-04 1.326824e-04 8.401720e-05 4.007216e-05
 [9,] 1.885653e-04 2.425800e-04 2.270902e-04 1.553898e-04 7.916722e-05
[10,] 2.560708e-04 3.556557e-04 3.597148e-04 2.662470e-04 1.462740e-04
[11,] 3.217179e-04 4.824826e-04 5.273861e-04 4.225876e-04 2.515980e-04
[12,] 3.739543e-04 6.056683e-04 7.157443e-04 6.213956e-04 4.021551e-04
[13,] 4.021645e-04 7.035886e-04 8.993043e-04 8.467178e-04 5.970680e-04
[14,] 4.001729e-04 7.564311e-04 1.046283e-03 1.069459e-03 8.235028e-04
[15,] 3.684434e-04 7.527140e-04 1.127389e-03 1.252594e-03 1.055644e-03
[16,] 3.139047e-04 6.933511e-04 1.125350e-03 1.361048e-03 1.258496e-03
[17,] 2.474908e-04 5.912923e-04 1.040918e-03 1.372711e-03 1.396300e-03
[18,] 1.805890e-04 4.669313e-04 8.925017e-04 1.285826e-03 1.442871e-03
[19,] 1.219659e-04 3.415047e-04 7.096409e-04 1.119352e-03 1.389727e-03
[20,] 7.625257e-05 2.313884e-04 5.234874e-04 9.062345e-04 1.248533e-03
[21,] 4.413710e-05 1.452834e-04 3.584605e-04 6.828590e-04 1.046941e-03
[22,] 2.365722e-05 8.456125e-05 2.279831e-04 4.792635e-04 8.198337e-04
[23,] 1.174430e-05 4.564402e-05 1.347649e-04 3.135475e-04 5.997556e-04
[24,] 5.401376e-06 2.285900e-05 7.409249e-05 1.913518e-04 4.099687e-04
[25,] 2.302112e-06 1.062734e-05 3.791611e-05 1.090033e-04 2.618495e-04
[26,] 9.095920e-07 4.589305e-06 1.807431e-05 5.798949e-05 1.562384e-04
[27,] 3.333069e-07 1.842103e-06 8.031934e-06 2.882149e-05 8.705429e-05
[28,] 1.133251e-07 6.877628e-07 3.329738e-06 1.338490e-05 4.527138e-05
[29,] 3.577075e-08 2.390291e-07 1.288560e-06 5.808084e-06 2.195849e-05
[30,] 1.048854e-08 7.739046e-08 4.657168e-07 2.354353e-06 9.926762e-06
[31,] 2.858765e-09 2.336031e-08 1.572564e-07 8.911576e-07 4.179306e-06
[32,] 7.248267e-10 6.578585e-09 4.961687e-08 3.148040e-07 1.637408e-06
[33,] 1.710854e-10 1.729486e-09 1.462726e-08 1.037143e-07 5.965427e-07
[34,] 3.762289e-11 4.246624e-10 4.028119e-09 3.184404e-08 2.019546e-07
[35,] 7.713992e-12 9.742045e-11 1.035769e-09 9.104861e-09 6.349138e-08
[36,] 1.475708e-12 2.088302e-11 2.485408e-10 2.422365e-09 1.852569e-08
[37,] 2.635585e-13 4.182550e-12 5.561753e-11 5.992448e-10 5.014309e-09
[38,] 4.396576e-14 7.824904e-13 1.159797e-11 1.377418e-10 1.258440e-09
[39,] 6.852382e-15 1.366829e-13 2.252019e-12 2.940005e-11 2.927333e-10
[40,] 9.979457e-16 2.227898e-14 4.068636e-13 5.823775e-12 6.309413e-11
[41,] 1.357899e-16 3.386265e-15 6.834230e-14 1.070078e-12 1.259682e-11
[42,] 1.725847e-17 4.795887e-16 1.066591e-14 1.823027e-13 2.329105e-12
[43,] 2.047901e-18 6.324109e-17 1.545603e-15 2.878536e-14 3.987366e-13
[44,] 2.267421e-19 7.758587e-18 2.078494e-16 4.211284e-15 6.319520e-14
[45,] 2.340814e-20 8.849052e-19 2.592578e-17 5.706903e-16 9.270885e-15
[46,] 2.251581e-21 9.376659e-20 2.998222e-18 7.161983e-17 1.258786e-15
[47,] 2.016309e-22 9.224986e-21 3.213527e-19 8.322011e-18 1.581737e-16
[48,] 1.679737e-23 8.421825e-22 3.191153e-20 8.951878e-19 1.839218e-17
[49,] 1.300850e-24 7.131183e-23 2.935273e-21 8.913269e-20 1.978905e-18
[50,] 9.358726e-26 5.598138e-24 2.500247e-22 8.213820e-21 1.970077e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.176200e-06 2.981374e-06 5.510391e-06 7.396222e-06 7.230006e-06
 [2,] 1.921438e-06 5.218207e-06 1.040155e-05 1.506056e-05 1.587276e-05
 [3,] 2.931155e-06 8.453520e-06 1.816346e-05 2.836974e-05 3.224000e-05
 [4,] 4.223831e-06 1.268496e-05 2.934299e-05 4.943709e-05 6.058431e-05
 [5,] 5.885509e-06 1.766159e-05 4.385967e-05 7.969608e-05 1.053280e-04
 [6,] 8.261858e-06 2.290902e-05 6.067379e-05 1.188548e-04 1.694123e-04
 [7,] 1.231731e-05 2.793769e-05 7.773268e-05 1.639894e-04 2.520949e-04
 [8,] 2.017610e-05 3.267323e-05 9.238217e-05 2.093610e-04 3.470646e-04
 [9,] 3.576790e-05 3.807696e-05 1.022602e-04 2.474072e-04 4.420835e-04
[10,] 6.534200e-05 4.684566e-05 1.064624e-04 2.708746e-04 5.210709e-04
[11,] 1.174245e-04 6.400173e-05 1.066222e-04 2.754287e-04 5.684771e-04
[12,] 2.016930e-04 9.710033e-05 1.075707e-04 2.617229e-04 5.744748e-04
[13,] 3.264109e-04 1.556954e-04 1.173849e-04 2.360984e-04 5.387670e-04
[14,] 4.946273e-04 2.496905e-04 1.467355e-04 2.097247e-04 4.712907e-04
[15,] 7.001969e-04 3.863958e-04 2.073992e-04 1.966167e-04 3.895880e-04
[16,] 9.253966e-04 5.666319e-04 3.097114e-04 2.111296e-04 3.141590e-04
[17,] 1.141930e-03 7.809979e-04 4.588996e-04 2.652161e-04 2.637137e-04
[18,] 1.316093e-03 1.008079e-03 6.508875e-04 3.653784e-04 2.516446e-04
[19,] 1.417086e-03 1.216359e-03 8.691345e-04 5.094291e-04 2.839258e-04
[20,] 1.425744e-03 1.370496e-03 1.084685e-03 6.839695e-04 3.579790e-04
[21,] 1.340359e-03 1.440677e-03 1.261031e-03 8.642987e-04 4.623161e-04
[22,] 1.177203e-03 1.411810e-03 1.363396e-03 1.018318e-03 5.775247e-04
[23,] 9.655398e-04 1.288719e-03 1.369452e-03 1.114421e-03 6.794759e-04
[24,] 7.391765e-04 1.094891e-03 1.276973e-03 1.131006e-03 7.448622e-04
[25,] 5.278416e-04 8.651350e-04 1.104775e-03 1.063657e-03 7.576591e-04
[26,] 3.513341e-04 6.353131e-04 8.863677e-04 9.265660e-04 7.139523e-04
[27,] 2.178033e-04 4.333089e-04 6.592106e-04 7.474314e-04 6.228437e-04
[28,] 1.256608e-04 2.743195e-04 4.543121e-04 5.582131e-04 5.028960e-04
[29,] 6.742189e-05 1.611157e-04 2.900528e-04 3.859182e-04 3.757534e-04
[30,] 3.361714e-05 8.774897e-05 1.715084e-04 2.469465e-04 2.597860e-04
[31,] 1.556674e-05 4.429939e-05 9.390511e-05 1.462442e-04 1.661847e-04
[32,] 6.690496e-06 2.072327e-05 4.760074e-05 8.014678e-05 9.835807e-05
[33,] 2.667586e-06 8.980465e-06 2.233554e-05 4.064392e-05 5.385897e-05
[34,] 9.862388e-07 3.604247e-06 9.700312e-06 1.907140e-05 2.728497e-05
[35,] 3.379719e-07 1.339421e-06 3.898868e-06 8.279936e-06 1.278783e-05
[36,] 1.073173e-07 4.608221e-07 1.450173e-06 3.325922e-06 5.544601e-06
[37,] 3.156652e-08 1.467579e-07 4.991143e-07 1.236017e-06 2.224015e-06
[38,] 8.599017e-09 4.325851e-08 1.589481e-07 4.249645e-07 8.252656e-07
[39,] 2.168949e-09 1.180052e-08 4.683454e-08 1.351724e-07 2.832920e-07
[40,] 5.064739e-10 2.978900e-09 1.276782e-08 3.977617e-08 8.996146e-08
[41,] 1.094737e-10 6.958347e-10 3.220269e-09 1.082805e-08 2.642749e-08
[42,] 2.190083e-11 1.503939e-10 7.514214e-10 2.726885e-09 7.181782e-09
[43,] 4.054764e-12 3.007507e-11 1.622108e-10 6.352818e-10 1.805433e-09
[44,] 6.946940e-13 5.564449e-12 3.239485e-11 1.369140e-10 4.198599e-10
[45,] 1.101320e-13 9.524908e-13 5.984991e-12 2.729644e-11 9.032280e-11
[46,] 1.615496e-14 1.508394e-13 1.022916e-12 5.034326e-12 1.797471e-11
[47,] 2.192553e-15 2.209908e-14 1.617337e-13 8.589156e-13 3.308992e-12
[48,] 2.753142e-16 2.995227e-15 2.365592e-14 1.355597e-13 5.635036e-13
[49,] 3.198396e-17 3.755599e-16 3.200800e-15 1.979171e-14 8.877023e-14
[50,] 3.437533e-18 4.356263e-17 4.006369e-16 2.673033e-15 1.293612e-14
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.211370e-06 2.900939e-06 1.431292e-06 7.745152e-07 4.748297e-07
 [2,] 1.230807e-05 7.312380e-06 3.772970e-06 2.094282e-06 1.313535e-06
 [3,] 2.690501e-05 1.708331e-05 9.243249e-06 5.269035e-06 3.409310e-06
 [4,] 5.443210e-05 3.698229e-05 2.103974e-05 1.233280e-05 8.246472e-06
 [5,] 1.019143e-04 7.417410e-05 4.448593e-05 2.685724e-05 1.854749e-05
 [6,] 1.765867e-04 1.378122e-04 8.735179e-05 5.442467e-05 3.876823e-05
 [7,] 2.831481e-04 2.371677e-04 1.592583e-04 1.026475e-04 7.531837e-05
 [8,] 4.201468e-04 3.780316e-04 2.695580e-04 1.802295e-04 1.360776e-04
 [9,] 5.769366e-04 5.580826e-04 4.235390e-04 2.946930e-04 2.288205e-04
[10,] 7.331902e-04 7.631072e-04 6.177950e-04 4.489350e-04 3.585399e-04
[11,] 8.624038e-04 9.665895e-04 8.367349e-04 6.376210e-04 5.243470e-04
[12,] 9.390622e-04 1.134400e-03 1.052672e-03 8.451595e-04 7.172976e-04
[13,] 9.469697e-04 1.234014e-03 1.230960e-03 1.046957e-03 9.205991e-04
[14,] 8.851115e-04 1.244977e-03 1.339297e-03 1.214480e-03 1.112815e-03
[15,] 7.682851e-04 1.166003e-03 1.357765e-03 1.322712e-03 1.273118e-03
[16,] 6.222685e-04 1.015347e-03 1.285197e-03 1.357064e-03 1.386316e-03
[17,] 4.759181e-04 8.243610e-04 1.138941e-03 1.316760e-03 1.445297e-03
[18,] 3.536616e-04 6.274405e-04 9.483881e-04 1.213480e-03 1.450053e-03
[19,] 2.709114e-04 4.528239e-04 7.455287e-04 1.066443e-03 1.404589e-03
[20,] 2.329117e-04 3.174607e-04 5.567300e-04 8.966202e-04 1.314201e-03
[21,] 2.359341e-04 2.265398e-04 3.984266e-04 7.224683e-04 1.184918e-03
[22,] 2.694253e-04 1.761469e-04 2.769779e-04 5.580475e-04 1.024902e-03
[23,] 3.184135e-04 1.569110e-04 1.911330e-04 4.128856e-04 8.459179e-04
[24,] 3.662583e-04 1.572067e-04 1.351748e-04 2.924634e-04 6.629540e-04
[25,] 3.979096e-04 1.655340e-04 1.015271e-04 1.986696e-04 4.915756e-04
[26,] 4.032253e-04 1.722811e-04 8.251841e-05 1.302460e-04 3.443081e-04
[27,] 3.792581e-04 1.710248e-04 7.149274e-05 8.351304e-05 2.279799e-04
[28,] 3.304505e-04 1.592096e-04 6.348756e-05 5.345731e-05 1.432102e-04
[29,] 2.665185e-04 1.379389e-04 5.552834e-05 3.493129e-05 8.590144e-05
[30,] 1.989107e-04 1.108596e-04 4.650790e-05 2.359544e-05 4.965701e-05
[31,] 1.373526e-04 8.252569e-05 3.669172e-05 1.636989e-05 2.796374e-05
[32,] 8.774732e-05 5.686481e-05 2.702753e-05 1.140806e-05 1.549335e-05
[33,] 5.186010e-05 3.625773e-05 1.850414e-05 7.779009e-06 8.495661e-06
[34,] 2.835475e-05 2.138922e-05 1.174771e-05 5.080139e-06 4.609447e-06
[35,] 1.434185e-05 1.167331e-05 6.907987e-06 3.132044e-06 2.459527e-06
[36,] 6.710679e-06 5.893609e-06 3.760145e-06 1.807272e-06 1.278363e-06
[37,] 2.904737e-06 2.752632e-06 1.893997e-06 9.712168e-07 6.406522e-07
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[49,] 4.171998e-04 5.834329e-04 5.990037e-04 4.482888e-04 2.443306e-04
[50,] 2.541286e-04 3.848921e-04 4.275297e-04 3.458415e-04 2.034421e-04

> 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  
 -3.1304068    0.0003361  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ag3m1257149296.ps tmp/1ag3m1257149296.png")
> system("convert tmp/2eh9n1257149296.ps tmp/2eh9n1257149296.png")
> system("convert tmp/3ntto1257149296.ps tmp/3ntto1257149296.png")
> system("convert tmp/4jwy41257149296.ps tmp/4jwy41257149296.png")
> system("convert tmp/5c6wg1257149296.ps tmp/5c6wg1257149296.png")
> system("convert tmp/661n41257149296.ps tmp/661n41257149296.png")
> system("convert tmp/7ai801257149296.ps tmp/7ai801257149296.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.922   1.230   3.563