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(-1,1,1,-4,0,-2,-5,2,0,0,4,2,3,2,2,1,0,0,1,0,0,-3,-5,-6,-2,-1,-3,-1,-1,-6,-2,-7,-7,-5,-10,-9,-7,-9,-9,-10,-9,-8,-9,-10,-8,-7,-8,-6,-7,-3,-6,-6,-4,-4,-7,-5,-6,-7,-4,-6,-5,-3,-4,-6,-8,-5,-7,-8,-8,-6,-7,-6,-2,-4,-5,-2,-4,-4,-5,-7,-5,-6,-4,-2,-3,0,-4,-3,-3,-3,-4,-5,-5,-6,-10,-11,-13,-12,-13,-12,-15,-14,-16,-16,-12,-16)
> y <- c(17,22,29,26,29,42,40,34,46,43,44,40,41,42,35,40,43,47,41,44,38,35,34,31,25,35,36,41,41,38,39,45,46,48,48,48,45,44,45,45,45,42,43,50,46,46,45,49,46,45,49,47,45,48,51,48,49,51,54,52,52,53,51,55,53,51,52,54,58,57,52,50,53,50,50,51,53,49,54,57,58,56,60,55,54,52,55,56,54,53,59,62,63,64,75,77,79,77,82,83,81,78,79,79,73,72)
> x <- c(-3,-2,0,1,11,14,14,16,14,10,15,18,18,12,8,2,-2,-1,1,-6,-16,-21,-38,-32,-22,-31,-22,-26,-19,-20,-24,-29,-28,-31,-30,-32,-38,-43,-51,-43,-43,-42,-47,-45,-38,-46,-38,-32,-27,-26,-21,-23,-24,-17,-23,-16,-22,-26,-25,-21,-21,-18,-12,-19,-31,-38,-38,-32,-43,-33,-28,-25,-19,-20,-21,-19,-17,-16,-10,-16,-10,-8,-7,-15,-7,-6,-6,2,-4,-4,-8,-10,-16,-14,-30,-33,-40,-38,-39,-46,-50,-55,-66,-63,-56,-66)
> par7 = 'sparen door de gezinnen'
> par6 = 'ontwikkeling van de prijzen'
> par5 = 'economische situatie'
> 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/18uoo1226517221.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/2mw241226517221.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/3fnbq1226517221.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/4rkq51226517222.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/5ss391226517222.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  
    42.9678      -0.3317  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ahm01226517222.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] 11.96048 13.51311 15.06575 16.61838 18.17101 19.72365 21.27628 22.82891
 [9] 24.38155 25.93418 27.48681 29.03945 30.59208 32.14471 33.69735 35.24998
[17] 36.80262 38.35525 39.90788 41.46052 43.01315 44.56578 46.11842 47.67105
[25] 49.22368 50.77632 52.32895 53.88158 55.43422 56.98685 58.53948 60.09212
[33] 61.64475 63.19738 64.75002 66.30265 67.85529 69.40792 70.96055 72.51319
[41] 74.06582 75.61845 77.17109 78.72372 80.27635 81.82899 83.38162 84.93425
[49] 86.48689 88.03952

$yords
 [1] -18.2918857 -17.7901761 -17.2884665 -16.7867568 -16.2850472 -15.7833376
 [7] -15.2816280 -14.7799184 -14.2782087 -13.7764991 -13.2747895 -12.7730799
[13] -12.2713703 -11.7696606 -11.2679510 -10.7662414 -10.2645318  -9.7628222
[19]  -9.2611125  -8.7594029  -8.2576933  -7.7559837  -7.2542741  -6.7525644
[25]  -6.2508548  -5.7491452  -5.2474356  -4.7457259  -4.2440163  -3.7423067
[31]  -3.2405971  -2.7388875  -2.2371778  -1.7354682  -1.2337586  -0.7320490
[37]  -0.2303394   0.2713703   0.7730799   1.2747895   1.7764991   2.2782087
[43]   2.7799184   3.2816280   3.7833376   4.2850472   4.7867568   5.2884665
[49]   5.7901761   6.2918857

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.019082e-67 1.016717e-63 2.083163e-60 3.456852e-57 4.646068e-54
 [2,] 1.643012e-63 3.370506e-60 5.602068e-57 7.543220e-54 8.228298e-51
 [3,] 4.662664e-60 7.699959e-57 1.031886e-53 1.121751e-50 9.889384e-48
 [4,] 1.059886e-56 1.373010e-53 1.450739e-50 1.249045e-47 8.755135e-45
 [5,] 2.569891e-53 2.514862e-50 2.016201e-47 1.323935e-44 7.117292e-42
 [6,] 7.045349e-50 5.275135e-47 3.223956e-44 1.609488e-41 6.567714e-39
 [7,] 1.659731e-46 9.836200e-44 4.740360e-41 1.858840e-38 5.934509e-36
 [8,] 2.804721e-43 1.336131e-40 5.166723e-38 1.622360e-35 4.138263e-33
 [9,] 3.213184e-40 1.237197e-37 3.863189e-35 9.784920e-33 2.010869e-30
[10,] 2.455365e-37 7.659172e-35 1.936504e-32 3.969071e-30 6.595735e-28
[11,] 1.244073e-34 3.147845e-32 6.453724e-30 1.072201e-27 1.443621e-25
[12,] 4.167516e-32 8.559747e-30 1.424255e-27 1.919916e-25 2.096859e-23
[13,] 9.215376e-30 1.537097e-27 2.076732e-25 2.272821e-23 2.014978e-21
[14,] 1.343832e-27 1.820755e-25 1.998103e-23 1.776041e-21 1.278688e-19
[15,] 1.291660e-25 1.421826e-23 1.267614e-21 9.153268e-20 5.353256e-18
[16,] 8.183470e-24 7.320003e-22 5.303086e-20 3.111695e-18 1.478846e-16
[17,] 3.427245e-22 2.493246e-20 1.469333e-18 7.015262e-17 2.713795e-15
[18,] 9.719950e-21 5.786674e-19 2.795422e-17 1.096306e-15 3.492620e-14
[19,] 2.207906e-19 1.115414e-17 4.605429e-16 1.556087e-14 4.308253e-13
[20,] 7.015111e-18 3.176349e-16 1.176191e-14 3.561315e-13 8.816196e-12
[21,] 3.373159e-16 1.298310e-14 4.063109e-13 1.034197e-11 2.141916e-10
[22,] 1.372816e-14 4.323709e-13 1.105902e-11 2.298484e-10 3.884606e-09
[23,] 3.823640e-13 9.793237e-12 2.037102e-10 3.443962e-09 4.736705e-08
[24,] 7.059637e-12 1.470125e-10 2.487496e-09 3.423253e-08 3.836668e-07
[25,] 8.613806e-11 1.459985e-09 2.012630e-08 2.259840e-07 2.070839e-06
[26,] 6.957614e-10 9.619838e-09 1.083940e-07 9.976991e-07 7.525605e-06
[27,] 3.738386e-09 4.235973e-08 3.927534e-07 2.991898e-06 1.882639e-05
[28,] 1.350737e-08 1.266454e-07 9.795304e-07 6.292607e-06 3.385665e-05
[29,] 3.359238e-08 2.656935e-07 1.758706e-06 9.836500e-06 4.692113e-05
[30,] 6.021252e-08 4.152141e-07 2.442309e-06 1.234610e-05 5.381858e-05
[31,] 8.370485e-08 5.229197e-07 2.818309e-06 1.308350e-05 5.202199e-05
[32,] 9.700093e-08 5.576396e-07 2.746224e-06 1.149474e-05 4.056926e-05
[33,] 9.672732e-08 5.091016e-07 2.280081e-06 8.667710e-06 2.797867e-05
[34,] 1.417663e-07 8.518420e-07 4.458306e-06 1.996194e-05 7.525286e-05
[35,] 1.558797e-06 9.583188e-06 4.791636e-05 1.945188e-04 6.405065e-04
[36,] 2.233500e-05 1.127500e-04 4.610098e-04 1.526682e-03 4.094726e-03
[37,] 2.164166e-04 8.880436e-04 2.951176e-03 7.942859e-03 1.731375e-02
[38,] 1.382021e-03 4.608488e-03 1.244610e-02 2.722494e-02 4.824281e-02
[39,] 5.812573e-03 1.575301e-02 3.458519e-02 6.153649e-02 8.883211e-02
[40,] 1.610790e-02 3.550960e-02 6.351008e-02 9.241354e-02 1.101787e-01
[41,] 2.949983e-02 5.318486e-02 7.855436e-02 9.666987e-02 1.029554e-01
[42,] 3.639580e-02 5.549452e-02 7.313280e-02 8.897213e-02 1.078446e-01
[43,] 3.381800e-02 5.090527e-02 7.579501e-02 1.138085e-01 1.647789e-01
[44,] 3.494455e-02 6.444534e-02 1.130759e-01 1.780079e-01 2.451427e-01
[45,] 5.157870e-02 9.861636e-02 1.618053e-01 2.273003e-01 2.794957e-01
[46,] 7.220586e-02 1.211461e-01 1.728603e-01 2.156555e-01 2.447372e-01
[47,] 7.407051e-02 1.074366e-01 1.367458e-01 1.587039e-01 1.737701e-01
[48,] 5.454198e-02 7.124114e-02 8.517698e-02 9.581292e-02 1.032073e-01
[49,] 3.051563e-02 3.780820e-02 4.391916e-02 4.850358e-02 5.242987e-02
[50,] 1.386915e-02 1.668662e-02 1.896140e-02 2.110803e-02 2.437770e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.057361e-51 4.458537e-48 3.183376e-45 1.840774e-42 8.620737e-40
 [2,] 7.270710e-48 5.204018e-45 3.017044e-42 1.416726e-39 5.388372e-37
 [3,] 7.068625e-45 4.095488e-42 1.923140e-39 7.317888e-37 2.256307e-34
 [4,] 4.992184e-42 2.313937e-39 8.713286e-37 2.664088e-34 6.611103e-32
 [5,] 3.130387e-39 1.125554e-36 3.305553e-34 7.921897e-32 1.547891e-29
 [6,] 2.191845e-36 5.984574e-34 1.337144e-31 2.444792e-29 3.657181e-27
 [7,] 1.543573e-33 3.272966e-31 5.661196e-29 7.992378e-27 9.214410e-25
 [8,] 8.578903e-31 1.446082e-28 1.983059e-26 2.213573e-24 2.012381e-22
 [9,] 3.354004e-28 4.541882e-26 4.995408e-24 4.464222e-22 3.243062e-20
[10,] 8.888595e-26 9.716041e-24 8.616869e-22 6.202072e-20 3.624032e-18
[11,] 1.575441e-23 1.393731e-21 9.996820e-20 5.814764e-18 2.743368e-16
[12,] 1.855617e-21 1.330677e-19 7.733453e-18 3.642852e-16 1.391032e-14
[13,] 1.447177e-19 8.420496e-18 3.969647e-16 1.516333e-14 4.693572e-13
[14,] 7.457110e-18 3.522738e-16 1.348082e-14 4.179234e-13 1.049648e-11
[15,] 2.535865e-16 9.729834e-15 3.023937e-13 7.612733e-12 1.552476e-10
[16,] 5.692763e-15 1.775038e-13 4.483329e-12 9.173300e-11 1.520603e-09
[17,] 8.507104e-14 2.161376e-12 4.451746e-11 7.435686e-10 1.007619e-08
[18,] 9.045960e-13 1.906685e-11 3.274841e-10 4.590969e-09 5.264192e-08
[19,] 9.787367e-12 1.826937e-10 2.805894e-09 3.550577e-08 3.706804e-07
[20,] 1.784441e-10 2.953670e-09 3.999874e-08 4.434663e-07 4.029502e-06
[21,] 3.611824e-09 4.963019e-08 5.563448e-07 5.094982e-06 3.818779e-05
[22,] 5.343696e-08 5.990364e-07 5.480908e-06 4.100980e-05 2.515440e-04
[23,] 5.306499e-07 4.850202e-06 3.624429e-05 2.220247e-04 1.118610e-03
[24,] 3.508064e-06 2.622897e-05 1.608395e-04 8.119800e-04 3.390436e-03
[25,] 1.552821e-05 9.561417e-05 4.856206e-04 2.045750e-03 7.194768e-03
[26,] 4.671788e-05 2.399981e-04 1.027148e-03 3.690634e-03 1.122325e-02
[27,] 9.852309e-05 4.322808e-04 1.604082e-03 5.075518e-03 1.378172e-02
[28,] 1.539762e-04 5.971549e-04 1.988291e-03 5.702812e-03 1.408534e-02
[29,] 1.922593e-04 6.789612e-04 2.064425e-03 5.380624e-03 1.194986e-02
[30,] 2.020270e-04 6.496939e-04 1.777299e-03 4.106981e-03 7.974900e-03
[31,] 1.758075e-04 5.010677e-04 1.196581e-03 2.385003e-03 3.976220e-03
[32,] 1.199305e-04 2.955962e-04 6.067751e-04 1.044955e-03 1.559151e-03
[33,] 7.692606e-05 1.811872e-04 3.691186e-04 6.632740e-04 1.098770e-03
[34,] 2.359571e-04 6.104084e-04 1.297797e-03 2.271769e-03 3.316825e-03
[35,] 1.709803e-03 3.699636e-03 6.490796e-03 9.246910e-03 1.075194e-02
[36,] 8.894947e-03 1.565066e-02 2.230970e-02 2.578620e-02 2.424508e-02
[37,] 3.056810e-02 4.372155e-02 5.069138e-02 4.774013e-02 3.682455e-02
[38,] 6.928233e-02 8.073555e-02 7.661729e-02 5.993005e-02 4.042459e-02
[39,] 1.043424e-01 1.005138e-01 8.121379e-02 5.880994e-02 4.525288e-02
[40,] 1.095656e-01 9.489581e-02 7.854361e-02 7.170854e-02 7.966967e-02
[41,] 1.019345e-01 1.029197e-01 1.121414e-01 1.310161e-01 1.593941e-01
[42,] 1.341750e-01 1.662157e-01 1.988688e-01 2.307931e-01 2.642750e-01
[43,] 2.190894e-01 2.648158e-01 2.987609e-01 3.267720e-01 3.543188e-01
[44,] 2.984900e-01 3.331651e-01 3.561652e-01 3.759404e-01 3.957236e-01
[45,] 3.128890e-01 3.329646e-01 3.473456e-01 3.603488e-01 3.733588e-01
[46,] 2.628255e-01 2.744991e-01 2.835673e-01 2.935321e-01 3.048748e-01
[47,] 1.835894e-01 1.908403e-01 1.998256e-01 2.130552e-01 2.269295e-01
[48,] 1.089776e-01 1.168298e-01 1.295922e-01 1.453914e-01 1.577803e-01
[49,] 5.812686e-02 6.766833e-02 8.024110e-02 9.184190e-02 9.721904e-02
[50,] 2.990743e-02 3.742304e-02 4.492161e-02 4.946083e-02 4.846628e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.269714e-37 1.004374e-34 2.498601e-32 5.034082e-30 8.214129e-28
 [2,] 1.659897e-34 4.141431e-32 8.368684e-30 1.369632e-27 1.815448e-25
 [3,] 5.636418e-32 1.140696e-29 1.870126e-27 2.483659e-25 2.671860e-23
 [4,] 1.331043e-29 2.173554e-27 2.878047e-25 3.089508e-23 2.688245e-21
 [5,] 2.463775e-27 3.192015e-25 3.363725e-23 2.881343e-21 2.005152e-19
 [6,] 4.474366e-25 4.474746e-23 3.655813e-21 2.438200e-19 1.326482e-17
 [7,] 8.678854e-23 6.680037e-21 4.202252e-19 2.160547e-17 9.077297e-16
 [8,] 1.490834e-20 9.004847e-19 4.436759e-17 1.783911e-15 5.855178e-14
 [9,] 1.916077e-18 9.211580e-17 3.605358e-15 1.149412e-13 2.986299e-12
[10,] 1.719800e-16 6.630789e-15 2.078011e-13 5.295726e-12 1.098025e-10
[11,] 1.050104e-14 3.262105e-13 8.226699e-12 1.684881e-10 2.803516e-09
[12,] 4.306623e-13 1.081235e-11 2.201848e-10 3.637855e-09 4.877763e-08
[13,] 1.177411e-11 2.393967e-10 3.945847e-09 5.273081e-08 5.714485e-07
[14,] 2.135948e-10 3.521827e-09 4.705659e-08 5.095594e-07 4.472525e-06
[15,] 2.564791e-09 3.432784e-08 3.722615e-07 3.271176e-06 2.329622e-05
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[26,] 1.354326e-03 4.104892e-04 1.035554e-04 2.149447e-05 3.645466e-06
[27,] 1.710961e-04 4.075029e-05 8.183811e-06 1.363969e-06 1.867206e-07
[28,] 1.481418e-05 2.734898e-06 4.327568e-07 5.752657e-08 6.330881e-09
[29,] 8.888969e-07 1.254228e-07 1.543485e-08 1.620922e-09 1.425314e-10
[30,] 3.726834e-08 3.975801e-09 3.751624e-10 3.074102e-11 2.140842e-12
[31,] 1.094230e-09 8.792990e-11 6.286534e-12 3.962917e-13 2.160121e-14
[32,] 2.239452e-11 1.362080e-12 7.336647e-14 3.512623e-15 1.477898e-16
[33,] 3.165166e-13 1.473345e-14 5.995669e-16 2.164010e-17 6.933632e-19
[34,] 3.058069e-15 1.103636e-16 3.426476e-18 9.329873e-20 2.255888e-21
[35,] 2.004733e-17 5.668824e-19 1.359671e-20 2.816127e-22 5.131473e-24
[36,] 8.903919e-20 1.982310e-21 3.711795e-23 5.917102e-25 8.178366e-27
[37,] 2.702846e-22 4.716824e-24 6.924645e-26 8.582702e-28 9.095264e-30
[38,] 5.752248e-25 7.726197e-27 8.836796e-29 8.544542e-31 7.008075e-33
[39,] 8.994535e-28 8.985585e-30 7.832129e-32 5.856034e-34 3.724741e-36
[40,] 1.091508e-30 7.818018e-33 5.002784e-35 2.817745e-37 1.373380e-39
[41,] 1.053728e-33 5.364441e-36 2.438303e-38 9.944560e-41 3.602489e-43
[42,] 8.179048e-37 3.011374e-39 9.658039e-42 2.759471e-44 7.107636e-47
[43,] 7.230379e-40 1.832174e-42 3.956395e-45 7.445701e-48 1.255487e-50
[44,] 1.586732e-42 2.778191e-45 3.987736e-48 4.727233e-51 4.694454e-54
[45,] 4.407031e-45 6.091878e-48 6.826718e-51 6.204880e-54 4.578771e-57
[46,] 8.773232e-48 9.830591e-51 8.921854e-54 6.558149e-57 3.904708e-60
[47,] 1.158696e-50 1.054856e-53 7.777532e-57 4.644060e-60 2.245803e-63
[48,] 1.008425e-53 7.460157e-57 4.469665e-60 2.168732e-63 8.522164e-67
[49,] 5.780010e-57 3.474717e-60 1.691737e-63 6.670366e-67 2.129998e-70
[50,] 2.181728e-60 1.065806e-63 4.216758e-67 1.351083e-70 3.505889e-74

> 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  
     6.3915      -0.2309  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7g4nn1226517222.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] -78.0257034 -75.8205727 -73.6154419 -71.4103112 -69.2051804 -67.0000497
 [7] -64.7949189 -62.5897882 -60.3846574 -58.1795267 -55.9743959 -53.7692652
[13] -51.5641344 -49.3590037 -47.1538729 -44.9487421 -42.7436114 -40.5384806
[19] -38.3333499 -36.1282191 -33.9230884 -31.7179576 -29.5128269 -27.3076961
[25] -25.1025654 -22.8974346 -20.6923039 -18.4871731 -16.2820424 -14.0769116
[31] -11.8717809  -9.6666501  -7.4615194  -5.2563886  -3.0512579  -0.8461271
[37]   1.3590037   3.5641344   5.7692652   7.9743959  10.1795267  12.3846574
[43]  14.5897882  16.7949189  19.0000497  21.2051804  23.4103112  25.6154419
[49]  27.8205727  30.0257034

$yords
 [1] -18.2918857 -17.7901761 -17.2884665 -16.7867568 -16.2850472 -15.7833376
 [7] -15.2816280 -14.7799184 -14.2782087 -13.7764991 -13.2747895 -12.7730799
[13] -12.2713703 -11.7696606 -11.2679510 -10.7662414 -10.2645318  -9.7628222
[19]  -9.2611125  -8.7594029  -8.2576933  -7.7559837  -7.2542741  -6.7525644
[25]  -6.2508548  -5.7491452  -5.2474356  -4.7457259  -4.2440163  -3.7423067
[31]  -3.2405971  -2.7388875  -2.2371778  -1.7354682  -1.2337586  -0.7320490
[37]  -0.2303394   0.2713703   0.7730799   1.2747895   1.7764991   2.2782087
[43]   2.7799184   3.2816280   3.7833376   4.2850472   4.7867568   5.2884665
[49]   5.7901761   6.2918857

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.917411e-02 4.877134e-02 3.306947e-02 1.554194e-02 5.661818e-03
 [2,] 5.913454e-02 7.640925e-02 6.783226e-02 4.137315e-02 1.802804e-02
 [3,] 5.552728e-02 9.260956e-02 1.071149e-01 8.532073e-02 4.722919e-02
 [4,] 4.155254e-02 8.774666e-02 1.309520e-01 1.358579e-01 9.754955e-02
 [5,] 2.612903e-02 6.654316e-02 1.253367e-01 1.677133e-01 1.566194e-01
 [6,] 1.551993e-02 4.296797e-02 9.651323e-02 1.624043e-01 1.954929e-01
 [7,] 9.903353e-03 2.687804e-02 6.425771e-02 1.273163e-01 1.919339e-01
 [8,] 6.591248e-03 1.832012e-02 4.256487e-02 8.784815e-02 1.537328e-01
 [9,] 3.935639e-03 1.280723e-02 3.103105e-02 6.199304e-02 1.106387e-01
[10,] 1.894265e-03 7.868939e-03 2.274923e-02 4.839267e-02 8.371608e-02
[11,] 7.034536e-04 3.860469e-03 1.438160e-02 3.716006e-02 7.001919e-02
[12,] 1.986990e-04 1.457618e-03 7.203356e-03 2.418445e-02 5.625644e-02
[13,] 4.252275e-05 4.187463e-04 2.772465e-03 1.239318e-02 3.772029e-02
[14,] 6.891363e-06 9.127259e-05 8.125950e-04 4.876379e-03 1.981723e-02
[15,] 8.463636e-07 1.509444e-05 1.810191e-04 1.462891e-03 7.992329e-03
[16,] 7.886520e-08 1.895809e-06 3.065901e-05 3.341595e-04 2.460596e-03
[17,] 5.583191e-09 1.810591e-07 3.951900e-06 5.814163e-05 5.776758e-04
[18,] 3.007203e-10 1.316620e-08 3.881029e-07 7.711573e-06 1.034349e-04
[19,] 1.233996e-11 7.298477e-10 2.906715e-08 7.802207e-07 1.412920e-05
[20,] 3.862307e-13 3.087102e-11 1.661406e-09 6.024067e-08 1.472575e-06
[21,] 9.228849e-15 9.969794e-13 7.249603e-11 3.549654e-09 1.170730e-07
[22,] 1.684407e-16 2.458882e-14 2.414873e-12 1.595780e-10 7.096235e-09
[23,] 2.349144e-18 4.631223e-16 6.138569e-14 5.470117e-12 3.276878e-10
[24,] 2.510292e-20 6.669859e-18 1.191193e-15 1.429386e-13 1.152102e-11
[25,] 2.116093e-22 7.473688e-20 1.782329e-17 2.863049e-15 3.092725e-13
[26,] 1.774135e-24 7.586002e-22 2.263600e-19 4.662237e-17 6.565924e-15
[27,] 2.932176e-26 1.298949e-23 4.056871e-21 9.026396e-19 1.435339e-16
[28,] 8.168695e-28 4.342997e-25 1.556206e-22 3.784378e-20 6.309493e-18
[29,] 2.040433e-29 1.429587e-26 6.683096e-24 2.086530e-21 4.357549e-19
[30,] 3.914550e-31 3.664217e-28 2.285832e-25 9.504139e-23 2.634335e-20
[31,] 5.661290e-33 7.090703e-30 5.917944e-27 3.291252e-24 1.219766e-21
[32,] 6.159604e-35 1.032459e-31 1.153174e-28 8.582512e-26 4.256390e-23
[33,] 5.040773e-37 1.130763e-33 1.690234e-30 1.683521e-27 1.117367e-24
[34,] 3.102716e-39 9.314752e-36 1.863380e-32 2.483863e-29 2.206275e-26
[35,] 1.436424e-41 5.771210e-38 1.545084e-34 2.756343e-31 3.276575e-28
[36,] 5.001745e-44 2.689434e-40 9.636095e-37 2.300579e-33 3.659983e-30
[37,] 1.309960e-46 9.426541e-43 4.520095e-39 1.444237e-35 3.074932e-32
[38,] 2.580428e-49 2.485085e-45 1.594746e-41 6.819262e-38 1.943074e-34
[39,] 3.823165e-52 4.927510e-48 4.231875e-44 2.421774e-40 9.235080e-37
[40,] 4.260420e-55 7.348724e-51 8.446412e-47 6.468861e-43 3.301338e-39
[41,] 3.570904e-58 8.243143e-54 1.267968e-49 1.299627e-45 8.876380e-42
[42,] 2.251136e-61 6.954587e-57 1.431666e-52 1.963845e-48 1.795062e-44
[43,] 1.067389e-64 4.413138e-60 1.215830e-55 2.231995e-51 2.730363e-47
[44,] 3.806633e-68 2.106303e-63 7.766071e-59 1.907992e-54 3.123624e-50
[45,] 1.021073e-71 7.561219e-67 3.731019e-62 1.226754e-57 2.687786e-53
[46,] 2.060015e-75 2.041551e-70 1.348189e-65 5.932472e-61 1.739515e-56
[47,] 3.125944e-79 4.145970e-74 3.664138e-69 2.157802e-64 8.467574e-60
[48,] 3.567709e-83 6.332708e-78 7.490144e-73 5.903162e-68 3.100183e-63
[49,] 3.062634e-87 7.275288e-82 1.151612e-76 1.214662e-71 8.537151e-67
[50,] 1.977417e-91 6.286492e-86 1.331739e-80 1.879851e-75 1.768219e-70
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.405825e-03 1.523520e-03 9.554930e-04 5.302635e-04 3.441583e-04
 [2,] 7.033663e-03 3.928761e-03 2.788946e-03 1.733772e-03 1.037345e-03
 [3,] 1.993402e-02 9.336563e-03 6.616337e-03 4.831092e-03 3.025612e-03
 [4,] 4.993834e-02 2.208389e-02 1.344617e-02 1.092621e-02 7.914966e-03
 [5,] 1.023058e-01 5.030927e-02 2.594027e-02 2.025642e-02 1.722811e-02
 [6,] 1.653442e-01 1.000417e-01 5.055824e-02 3.315456e-02 3.040482e-02
 [7,] 2.089661e-01 1.618274e-01 9.381925e-02 5.353090e-02 4.500921e-02
 [8,] 2.086049e-01 2.072211e-01 1.497637e-01 8.805219e-02 6.170442e-02
 [9,] 1.715442e-01 2.110783e-01 1.939581e-01 1.349976e-01 8.685667e-02
[10,] 1.298000e-01 1.793592e-01 2.023408e-01 1.755276e-01 1.231617e-01
[11,] 1.059887e-01 1.440389e-01 1.790662e-01 1.879828e-01 1.581716e-01
[12,] 9.492929e-02 1.275627e-01 1.541158e-01 1.746724e-01 1.736194e-01
[13,] 7.966424e-02 1.219632e-01 1.481868e-01 1.622744e-01 1.703400e-01
[14,] 5.503793e-02 1.065263e-01 1.501206e-01 1.684273e-01 1.709664e-01
[15,] 2.968099e-02 7.571218e-02 1.355774e-01 1.785047e-01 1.889319e-01
[16,] 1.228719e-02 4.188467e-02 9.871281e-02 1.650313e-01 2.059567e-01
[17,] 3.886676e-03 1.778807e-02 5.584145e-02 1.222129e-01 1.924467e-01
[18,] 9.383512e-04 5.775584e-03 2.425694e-02 7.028827e-02 1.435633e-01
[19,] 1.728550e-04 1.431636e-03 8.058731e-03 3.106829e-02 8.328530e-02
[20,] 2.428885e-05 2.706934e-04 2.043772e-03 1.050948e-02 3.720572e-02
[21,] 2.602151e-06 3.901029e-05 3.951367e-04 2.714071e-03 1.273828e-02
[22,] 2.123969e-07 4.280914e-06 5.816640e-05 5.341081e-04 3.332140e-03
[23,] 1.319671e-08 3.573607e-07 6.511474e-06 7.996580e-05 6.643369e-04
[24,] 6.236342e-10 2.267111e-08 5.537110e-07 9.095681e-06 1.007473e-04
[25,] 2.244220e-11 1.093314e-09 3.575459e-08 7.853376e-07 1.160455e-05
[26,] 6.277845e-13 4.055281e-11 1.764486e-09 5.163656e-08 1.016334e-06
[27,] 1.622472e-14 1.288994e-12 7.104881e-11 2.686963e-09 6.918078e-08
[28,] 7.309940e-16 5.974538e-14 3.488707e-12 1.463149e-10 4.388868e-09
[29,] 6.103420e-17 5.758382e-15 3.684941e-13 1.616118e-11 4.927356e-10
[30,] 4.869088e-18 6.004385e-16 4.944619e-14 2.723389e-12 1.005899e-10
[31,] 3.012500e-19 4.958327e-17 5.439393e-15 3.977795e-13 1.939760e-11
[32,] 1.406607e-20 3.097479e-18 4.545267e-16 4.444550e-14 2.896234e-12
[33,] 4.941679e-22 1.456301e-19 2.859784e-17 3.742101e-15 3.262911e-13
[34,] 1.305847e-23 5.150176e-21 1.353495e-18 2.370223e-16 2.765835e-14
[35,] 2.595421e-25 1.369911e-22 4.818168e-20 1.129195e-17 1.763438e-15
[36,] 3.879912e-27 2.740699e-24 1.290048e-21 4.046202e-19 8.456561e-17
[37,] 4.362478e-29 4.124085e-26 2.597928e-23 1.090495e-20 3.050177e-18
[38,] 3.689285e-31 4.667576e-28 3.935011e-25 2.210535e-22 8.274729e-20
[39,] 2.346651e-33 3.973311e-30 4.482933e-27 3.370300e-24 1.688418e-21
[40,] 1.122672e-35 2.543968e-32 3.841284e-29 3.864894e-26 2.591218e-23
[41,] 4.039744e-38 1.225089e-34 2.475639e-31 3.333522e-28 2.991058e-25
[42,] 1.093333e-40 4.437323e-37 1.200040e-33 2.162553e-30 2.596829e-27
[43,] 2.225607e-43 1.208849e-39 4.375239e-36 1.055183e-32 1.695740e-29
[44,] 3.407547e-46 2.476967e-42 1.199790e-38 3.872450e-35 8.328610e-32
[45,] 3.924035e-49 3.817387e-45 2.474606e-41 1.068911e-37 3.076687e-34
[46,] 3.398767e-52 4.424961e-48 3.838879e-44 2.219192e-40 8.548534e-37
[47,] 2.214151e-55 3.857893e-51 4.479198e-47 3.465337e-43 1.786477e-39
[48,] 1.084902e-58 2.529813e-54 3.930914e-50 4.069993e-46 2.808022e-42
[49,] 3.998263e-62 1.247740e-57 2.594682e-53 3.595334e-49 3.319718e-45
[50,] 1.108280e-65 4.628680e-61 1.288167e-56 2.388813e-52 2.951883e-48
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.695502e-04 1.873494e-04 1.012962e-04 4.390012e-05 1.609218e-05
 [2,] 7.752368e-04 6.185986e-04 4.068213e-04 2.102346e-04 9.009563e-05
 [3,] 2.042682e-03 1.684839e-03 1.311813e-03 8.156612e-04 4.095623e-04
 [4,] 5.209341e-03 4.021295e-03 3.453682e-03 2.563207e-03 1.520843e-03
 [5,] 1.246713e-02 9.019614e-03 7.737763e-03 6.583286e-03 4.626311e-03
 [6,] 2.588729e-02 1.935189e-02 1.570238e-02 1.419901e-02 1.160113e-02
 [7,] 4.422839e-02 3.763799e-02 3.019362e-02 2.697691e-02 2.441575e-02
 [8,] 6.215029e-02 6.216774e-02 5.413652e-02 4.744959e-02 4.462602e-02
 [9,] 7.658205e-02 8.490979e-02 8.551898e-02 7.826105e-02 7.388872e-02
[10,] 9.297420e-02 9.884087e-02 1.141123e-01 1.169811e-01 1.135994e-01
[11,] 1.180821e-01 1.077259e-01 1.290730e-01 1.517539e-01 1.602574e-01
[12,] 1.460978e-01 1.215761e-01 1.317408e-01 1.684870e-01 2.007648e-01
[13,] 1.629927e-01 1.411652e-01 1.343117e-01 1.657639e-01 2.188761e-01
[14,] 1.687992e-01 1.575689e-01 1.438671e-01 1.569102e-01 2.109315e-01
[15,] 1.816674e-01 1.708671e-01 1.574270e-01 1.547183e-01 1.906191e-01
[16,] 2.096877e-01 1.943929e-01 1.760239e-01 1.626387e-01 1.752489e-01
[17,] 2.308274e-01 2.297615e-01 2.079717e-01 1.834746e-01 1.743428e-01
[18,] 2.149673e-01 2.512137e-01 2.475366e-01 2.207096e-01 1.930825e-01
[19,] 1.597531e-01 2.300806e-01 2.654704e-01 2.611103e-01 2.310761e-01
[20,] 9.261675e-02 1.683642e-01 2.364666e-01 2.725070e-01 2.686460e-01
[21,] 4.148791e-02 9.655365e-02 1.685111e-01 2.342782e-01 2.717081e-01
[22,] 1.428182e-02 4.299300e-02 9.457973e-02 1.611003e-01 2.246752e-01
[23,] 3.763246e-03 1.477319e-02 4.146211e-02 8.758966e-02 1.482298e-01
[24,] 7.566382e-04 3.898283e-03 1.410599e-02 3.741659e-02 7.741969e-02
[25,] 1.157981e-04 7.867880e-04 3.703167e-03 1.248669e-02 3.190670e-02
[26,] 1.348067e-05 1.211498e-04 7.466689e-04 3.236392e-03 1.033893e-02
[27,] 1.207791e-06 1.430245e-05 1.156190e-04 6.490456e-04 2.623303e-03
[28,] 9.314104e-08 1.382224e-06 1.424733e-05 1.023712e-04 5.238818e-04
[29,] 1.062025e-08 1.643679e-07 1.845316e-06 1.509776e-05 9.072492e-05
[30,] 2.502652e-09 4.225158e-08 4.897884e-07 3.970581e-06 2.315528e-05
[31,] 6.310950e-10 1.371157e-08 1.992766e-07 1.943307e-06 1.279347e-05
[32,] 1.257763e-10 3.640538e-09 7.024529e-08 9.038494e-07 7.760559e-06
[33,] 1.895842e-11 7.340214e-10 1.893817e-08 3.256125e-07 3.731049e-06
[34,] 2.150625e-12 1.114302e-10 3.847215e-09 8.851006e-08 1.356902e-06
[35,] 1.835069e-13 1.272456e-11 5.879456e-10 1.810217e-08 3.713879e-07
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[47,] 1.200708e-01 8.805724e-02 6.246607e-02 4.026762e-02 2.056997e-02
[48,] 1.048676e-01 7.950520e-02 5.637820e-02 3.917156e-02 2.412659e-02
[49,] 8.157738e-02 6.763042e-02 4.877471e-02 3.377019e-02 2.289148e-02
[50,] 5.434018e-02 5.130479e-02 4.008130e-02 2.772700e-02 1.884754e-02

> 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  
    -1.0759       0.1933  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/18uoo1226517221.ps tmp/18uoo1226517221.png")
> system("convert tmp/2mw241226517221.ps tmp/2mw241226517221.png")
> system("convert tmp/3fnbq1226517221.ps tmp/3fnbq1226517221.png")
> system("convert tmp/4rkq51226517222.ps tmp/4rkq51226517222.png")
> system("convert tmp/5ss391226517222.ps tmp/5ss391226517222.png")
> system("convert tmp/6ahm01226517222.ps tmp/6ahm01226517222.png")
> system("convert tmp/7g4nn1226517222.ps tmp/7g4nn1226517222.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.220   1.276   2.924