R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
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Type 'q()' to quit R.

> z <- c(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(3956.2,3142.7,3884.3,3892.2,3613,3730.5,3481.3,3649.5,4215.2,4066.6,4196.8,4536.6,4441.6,3548.3,4735.9,4130.6,4356.2,4159.6,3988,4167.8,4902.2,3909.4,4697.6,4308.9,4420.4,3544.2,4433,4479.7,4533.2,4237.5,4207.4,4394,5148.4,4202.2,4682.5,4884.3,5288.9,4505.2,4611.5,5104,4586.6,4529.3,4504.1,4604.9,4795.4,5391.1,5213.9,5415,5990.3,4241.8,5677.6,5164.2,3962.3,4011,3310.3,3837.3,4145.3,3796.7,3849.6,4285)
> x <- c(3977.7,3983.4,4152.9,4286.1,4348.1,3949.3,4166.7,4217.9,4528.2,4232.2,4470.9,5121.2,4170.8,4398.6,4491.4,4251.8,4901.9,4745.2,4666.9,4210.4,5273.6,4095.3,4610.1,4718.1,4185.5,4314.7,4422.6,5059.2,5043.6,4436.6,4922.6,4454.8,5058.7,4768.9,5171.8,4989.3,5202.1,4838.4,4876.5,5875.5,5717.9,4778.8,6195.9,4625.4,5549.8,6397.6,5856.7,6343.8,6615.5,5904.6,6861,6553.5,5481,5435.3,5278,4671.8,4891.5,4241.6,4152.1,4484.4)
> par7 = 'Inflatie'
> par6 = 'uitvoer buiten EU'
> par5 = 'invoer buiten 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/18k181257355640.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2asih1257355640.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/33mge1257355640.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/48f5x1257355640.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/50js51257355640.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
  1502.4772       0.5842  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/65pqz1257355640.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] 2775.004 2848.127 2921.249 2994.371 3067.494 3140.616 3213.738 3286.860
 [9] 3359.983 3433.105 3506.227 3579.349 3652.472 3725.594 3798.716 3871.838
[17] 3944.961 4018.083 4091.205 4164.328 4237.450 4310.572 4383.694 4456.817
[25] 4529.939 4603.061 4676.183 4749.306 4822.428 4895.550 4968.672 5041.795
[33] 5114.917 5188.039 5261.162 5334.284 5407.406 5480.528 5553.651 5626.773
[41] 5699.895 5773.017 5846.140 5919.262 5992.384 6065.506 6138.629 6211.751
[49] 6284.873 6357.996

$yords
 [1] -2.23692412 -2.05990681 -1.88288950 -1.70587218 -1.52885487 -1.35183756
 [7] -1.17482025 -0.99780294 -0.82078563 -0.64376832 -0.46675101 -0.28973370
[13] -0.11271639  0.06430092  0.24131824  0.41833555  0.59535286  0.77237017
[19]  0.94938748  1.12640479  1.30342210  1.48043941  1.65745672  1.83447403
[25]  2.01149134  2.18850866  2.36552597  2.54254328  2.71956059  2.89657790
[31]  3.07359521  3.25061252  3.42762983  3.60464714  3.78166445  3.95868176
[37]  4.13569908  4.31271639  4.48973370  4.66675101  4.84376832  5.02078563
[43]  5.19780294  5.37482025  5.55183756  5.72885487  5.90587218  6.08288950
[49]  6.25990681  6.43692412

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.072845e-07 2.184681e-07 3.283038e-07 3.814267e-07 4.002139e-07
 [2,] 2.910435e-07 6.488987e-07 1.061787e-06 1.312827e-06 1.367690e-06
 [3,] 7.035105e-07 1.718102e-06 3.069662e-06 4.084449e-06 4.351582e-06
 [4,] 1.515796e-06 4.054120e-06 7.921898e-06 1.142527e-05 1.274067e-05
 [5,] 2.914808e-06 8.525617e-06 1.823435e-05 2.863350e-05 3.397944e-05
 [6,] 5.020667e-06 1.598635e-05 3.741842e-05 6.414820e-05 8.191794e-05
 [7,] 7.825824e-06 2.677271e-05 6.845386e-05 1.282934e-04 1.775649e-04
 [8,] 1.134018e-05 4.024187e-05 1.117119e-04 2.288833e-04 3.448450e-04
 [9,] 1.624374e-05 5.503013e-05 1.629889e-04 3.642085e-04 5.987234e-04
[10,] 2.536109e-05 7.088870e-05 2.140002e-04 5.173134e-04 9.281749e-04
[11,] 4.600150e-05 9.260025e-05 2.574283e-04 6.578270e-04 1.284349e-03
[12,] 9.240185e-05 1.354095e-04 2.965686e-04 7.554631e-04 1.587832e-03
[13,] 1.861128e-04 2.295314e-04 3.563835e-04 8.021803e-04 1.760754e-03
[14,] 3.510138e-04 4.189314e-04 4.896994e-04 8.323658e-04 1.771729e-03
[15,] 6.008039e-04 7.484647e-04 7.704743e-04 9.278160e-04 1.667872e-03
[16,] 9.220716e-04 1.237294e-03 1.267418e-03 1.198130e-03 1.571333e-03
[17,] 1.263365e-03 1.847480e-03 1.999560e-03 1.735389e-03 1.635995e-03
[18,] 1.542973e-03 2.469221e-03 2.891924e-03 2.554425e-03 1.979403e-03
[19,] 1.678882e-03 2.944470e-03 3.764395e-03 3.546126e-03 2.616386e-03
[20,] 1.627168e-03 3.129152e-03 4.380445e-03 4.480732e-03 3.425179e-03
[21,] 1.404647e-03 2.962414e-03 4.545809e-03 5.082029e-03 4.172463e-03
[22,] 1.079977e-03 2.498068e-03 4.203467e-03 5.147834e-03 4.601203e-03
[23,] 7.395557e-04 1.876210e-03 3.462420e-03 4.648746e-03 4.545423e-03
[24,] 4.510609e-04 1.255074e-03 2.540288e-03 3.740242e-03 4.007448e-03
[25,] 2.450230e-04 7.477668e-04 1.659975e-03 2.680535e-03 3.149034e-03
[26,] 1.185457e-04 3.967990e-04 9.661184e-04 1.711071e-03 2.204456e-03
[27,] 5.108249e-05 1.875351e-04 5.008036e-04 9.728100e-04 1.374581e-03
[28,] 1.960494e-05 7.894080e-05 2.312129e-04 4.926033e-04 7.634130e-04
[29,] 6.701409e-06 2.959565e-05 9.507447e-05 2.221644e-04 3.776247e-04
[30,] 2.040206e-06 9.882376e-06 3.481955e-05 8.923994e-05 1.663681e-04
[31,] 5.532094e-07 2.939020e-06 1.135769e-05 3.192653e-05 6.528116e-05
[32,] 1.336017e-07 7.784855e-07 3.299617e-06 1.017305e-05 2.281460e-05
[33,] 2.873700e-08 1.836563e-07 8.537770e-07 2.887072e-06 7.101416e-06
[34,] 5.505265e-09 3.858942e-08 1.967581e-07 7.297453e-07 1.968722e-06
[35,] 9.393386e-10 7.221674e-09 4.038572e-08 1.642829e-07 4.861061e-07
[36,] 1.427493e-10 1.203692e-09 7.382969e-09 3.293981e-08 1.069019e-07
[37,] 1.932110e-11 1.786894e-10 1.202099e-09 5.882419e-09 2.093852e-08
[38,] 2.329154e-12 2.362603e-11 1.743243e-10 9.356194e-10 3.652708e-09
[39,] 2.500750e-13 2.782202e-12 2.251549e-11 1.325404e-10 5.675313e-10
[40,] 2.391394e-14 2.918066e-13 2.590082e-12 1.672269e-11 7.853682e-11
[41,] 2.036758e-15 2.725894e-14 2.653707e-13 1.879193e-12 9.679748e-12
[42,] 1.545016e-16 2.267923e-15 2.421576e-14 1.880798e-13 1.062577e-12
[43,] 1.043844e-17 1.680570e-16 1.968122e-15 1.676570e-14 1.038881e-13
[44,] 6.281217e-19 1.109150e-17 1.424661e-16 1.331088e-15 9.046417e-15
[45,] 3.366364e-20 6.519786e-19 9.185016e-18 9.412413e-17 7.016109e-16
[46,] 1.606888e-21 3.413371e-20 5.274190e-19 5.927921e-18 4.846446e-17
[47,] 6.831486e-23 1.591618e-21 2.697346e-20 3.325134e-19 2.981644e-18
[48,] 2.586749e-24 6.610030e-23 1.228647e-21 1.661212e-20 1.633794e-19
[49,] 8.723649e-26 2.444968e-24 4.984509e-23 7.391730e-22 7.973411e-21
[50,] 2.620289e-27 8.054709e-26 1.801046e-24 2.929370e-23 3.465756e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.895968e-07 6.918078e-07 8.782501e-07 8.825628e-07 7.226155e-07
 [2,] 1.536008e-06 2.095167e-06 2.784834e-06 3.003235e-06 2.591255e-06
 [3,] 4.561941e-06 5.830077e-06 7.942773e-06 9.159596e-06 8.395266e-06
 [4,] 1.283395e-05 1.507784e-05 2.047257e-05 2.504103e-05 2.449995e-05
 [5,] 3.398153e-05 3.664708e-05 4.802432e-05 6.143905e-05 6.426054e-05
 [6,] 8.377336e-05 8.432384e-05 1.035163e-04 1.356459e-04 1.512897e-04
 [7,] 1.900503e-04 1.837931e-04 2.073899e-04 2.707194e-04 3.196223e-04
 [8,] 3.927553e-04 3.770479e-04 3.904959e-04 4.918161e-04 6.064911e-04
 [9,] 7.337138e-04 7.202144e-04 6.960977e-04 8.211025e-04 1.036155e-03
[10,] 1.232441e-03 1.266028e-03 1.175463e-03 1.274252e-03 1.600823e-03
[11,] 1.854984e-03 2.027371e-03 1.868342e-03 1.858596e-03 2.251868e-03
[12,] 2.496739e-03 2.934958e-03 2.765180e-03 2.566602e-03 2.911532e-03
[13,] 3.003019e-03 3.820915e-03 3.766441e-03 3.357679e-03 3.499459e-03
[14,] 3.231413e-03 4.458967e-03 4.673968e-03 4.134807e-03 3.953419e-03
[15,] 3.126953e-03 4.658365e-03 5.244491e-03 4.741599e-03 4.228702e-03
[16,] 2.763054e-03 4.362451e-03 5.294730e-03 5.004826e-03 4.285241e-03
[17,] 2.318425e-03 3.686912e-03 4.798697e-03 4.814113e-03 4.088114e-03
[18,] 2.000310e-03 2.869049e-03 3.909712e-03 4.189987e-03 3.632468e-03
[19,] 1.954365e-03 2.159584e-03 2.888808e-03 3.287688e-03 2.971936e-03
[20,] 2.202803e-03 1.721001e-03 1.986755e-03 2.328819e-03 2.217987e-03
[21,] 2.634747e-03 1.580627e-03 1.351484e-03 1.506063e-03 1.501777e-03
[22,] 3.052335e-03 1.647034e-03 1.002393e-03 9.193603e-04 9.236034e-04
[23,] 3.255888e-03 1.768953e-03 8.641118e-04 5.697389e-04 5.233859e-04
[24,] 3.131040e-03 1.806278e-03 8.253090e-04 3.955630e-04 2.849998e-04
[25,] 2.693293e-03 1.684416e-03 7.906536e-04 3.186191e-04 1.622132e-04
[26,] 2.066523e-03 1.411731e-03 7.093609e-04 2.765148e-04 1.057468e-04
[27,] 1.412969e-03 1.057177e-03 5.776047e-04 2.349813e-04 7.904688e-05
[28,] 8.606211e-04 7.058879e-04 4.217208e-04 1.847883e-04 6.183030e-05
[29,] 4.669024e-04 4.199523e-04 2.748870e-04 1.312619e-04 4.639996e-05
[30,] 2.256094e-04 2.225514e-04 1.597165e-04 8.346080e-05 3.192421e-05
[31,] 9.709550e-05 1.050482e-04 8.267569e-05 4.734731e-05 1.976942e-05
[32,] 3.721767e-05 4.416328e-05 3.812032e-05 2.393762e-05 1.094429e-05
[33,] 1.270594e-05 1.653650e-05 1.565516e-05 1.078118e-05 5.403225e-06
[34,] 3.863419e-06 5.514852e-06 5.726263e-06 4.325053e-06 2.376966e-06
[35,] 1.046271e-06 1.638067e-06 1.865494e-06 1.545379e-06 9.314712e-07
[36,] 2.523621e-07 4.333485e-07 5.412837e-07 4.918016e-07 3.251232e-07
[37,] 5.421387e-08 1.021055e-07 1.398822e-07 1.393968e-07 1.010746e-07
[38,] 1.037301e-08 2.142740e-08 3.219647e-08 3.519039e-08 2.798644e-08
[39,] 1.767688e-09 4.004937e-09 6.600248e-09 7.912284e-09 6.901784e-09
[40,] 2.682963e-10 6.667000e-10 1.205093e-09 1.584485e-09 1.515949e-09
[41,] 3.626862e-11 9.884904e-11 1.959694e-10 2.826061e-10 2.965625e-10
[42,] 4.366699e-12 1.305330e-11 2.838323e-11 4.489325e-11 5.167195e-11
[43,] 4.682568e-13 1.535242e-12 3.661373e-12 6.351688e-12 8.018684e-12
[44,] 4.472194e-14 1.608196e-13 4.206607e-13 8.003926e-13 1.108303e-12
[45,] 3.804224e-15 1.500411e-14 4.304558e-14 8.983089e-14 1.364343e-13
[46,] 2.882164e-16 1.246776e-15 3.923129e-15 8.979573e-15 1.495882e-14
[47,] 1.944808e-17 9.227249e-17 3.184506e-16 7.994499e-16 1.460759e-15
[48,] 1.168810e-18 6.082262e-18 2.302293e-17 6.339219e-17 1.270486e-16
[49,] 6.256284e-20 3.570781e-19 1.482465e-18 4.476986e-18 9.841665e-18
[50,] 2.982607e-21 1.867104e-20 8.501888e-20 2.816067e-19 6.790101e-19
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.697778e-07 5.096202e-07 4.676223e-07 4.025114e-07 7.486590e-07
 [2,] 2.042568e-06 1.786436e-06 1.677063e-06 1.410661e-06 1.367216e-06
 [3,] 6.713558e-06 5.727685e-06 5.441001e-06 4.766951e-06 3.691231e-06
 [4,] 2.016679e-05 1.684633e-05 1.597369e-05 1.467933e-05 1.125930e-05
 [5,] 5.514748e-05 4.552594e-05 4.257840e-05 4.071838e-05 3.289668e-05
 [6,] 1.367383e-04 1.130177e-04 1.034729e-04 1.016805e-04 8.753472e-05
 [7,] 3.063306e-04 2.572223e-04 2.301625e-04 2.291571e-04 2.095968e-04
 [8,] 6.183214e-04 5.349629e-04 4.700266e-04 4.678650e-04 4.509344e-04
 [9,] 1.122427e-03 1.012737e-03 8.825005e-04 8.692370e-04 8.732970e-04
[10,] 1.831012e-03 1.738394e-03 1.522707e-03 1.476357e-03 1.527631e-03
[11,] 2.685603e-03 2.696704e-03 2.409188e-03 2.301725e-03 2.424678e-03
[12,] 3.549191e-03 3.771297e-03 3.483335e-03 3.303178e-03 3.510575e-03
[13,] 4.243777e-03 4.748385e-03 4.584493e-03 4.367251e-03 4.662253e-03
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[25,] 2.638392e-03 2.126352e-03 1.252312e-03 5.377255e-04 1.681441e-04
[26,] 1.876847e-03 1.615426e-03 1.029346e-03 4.814229e-04 1.645349e-04
[27,] 1.368753e-03 1.181192e-03 7.849543e-04 3.920090e-04 1.449261e-04
[28,] 1.263588e-03 9.757678e-04 6.147746e-04 3.075878e-04 1.185094e-04
[29,] 1.650123e-03 1.120527e-03 6.118281e-04 2.736130e-04 9.976343e-05
[30,] 2.559252e-03 1.705749e-03 8.628657e-04 3.395942e-04 1.072010e-04
[31,] 3.939880e-03 2.774707e-03 1.442996e-03 5.583646e-04 1.635104e-04
[32,] 5.621928e-03 4.281304e-03 2.391871e-03 9.793479e-04 2.951808e-04
[33,] 7.310593e-03 6.045506e-03 3.671092e-03 1.628425e-03 5.276198e-04
[34,] 8.646521e-03 7.751934e-03 5.126959e-03 2.477749e-03 8.732525e-04
[35,] 9.321382e-03 9.021384e-03 6.494249e-03 3.422501e-03 1.315477e-03
[36,] 9.192874e-03 9.538785e-03 7.461183e-03 4.286689e-03 1.797544e-03
[37,] 8.335709e-03 9.176914e-03 7.778333e-03 4.868840e-03 2.227230e-03
[38,] 7.003322e-03 8.048451e-03 7.360015e-03 5.014473e-03 2.501989e-03
[39,] 5.528578e-03 6.457735e-03 6.322479e-03 4.680830e-03 2.546926e-03
[40,] 4.219391e-03 4.781288e-03 4.936084e-03 3.957570e-03 2.347169e-03
[41,] 3.290339e-03 3.341614e-03 3.518076e-03 3.029970e-03 1.955921e-03
[42,] 2.834964e-03 2.329341e-03 2.323720e-03 2.104731e-03 1.472393e-03
[43,] 2.821660e-03 1.788409e-03 1.485272e-03 1.338746e-03 1.001778e-03
[44,] 3.104428e-03 1.643766e-03 1.011335e-03 8.036909e-04 6.193134e-04
[45,] 3.459001e-03 1.744995e-03 8.250528e-04 4.925166e-04 3.549171e-04
[46,] 3.653469e-03 1.914151e-03 8.111888e-04 3.504630e-04 1.997911e-04
[47,] 3.534448e-03 1.996015e-03 8.549674e-04 3.082359e-04 1.243788e-04
[48,] 3.083906e-03 1.902252e-03 8.694044e-04 3.048662e-04 9.550230e-05
[49,] 2.410742e-03 1.631176e-03 8.109643e-04 2.989982e-04 8.655122e-05
[50,] 1.683477e-03 1.251035e-03 6.808226e-04 2.716434e-04 8.090758e-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  
  -2.664097     0.001174  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/709zn1257355640.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] 3569.417 3644.345 3719.273 3794.201 3869.129 3944.056 4018.984 4093.912
 [9] 4168.840 4243.768 4318.696 4393.624 4468.552 4543.479 4618.407 4693.335
[17] 4768.263 4843.191 4918.119 4993.047 5067.975 5142.902 5217.830 5292.758
[25] 5367.686 5442.614 5517.542 5592.470 5667.398 5742.325 5817.253 5892.181
[33] 5967.109 6042.037 6116.965 6191.893 6266.821 6341.748 6416.676 6491.604
[41] 6566.532 6641.460 6716.388 6791.316 6866.244 6941.171 7016.099 7091.027
[49] 7165.955 7240.883

$yords
 [1] -2.23692412 -2.05990681 -1.88288950 -1.70587218 -1.52885487 -1.35183756
 [7] -1.17482025 -0.99780294 -0.82078563 -0.64376832 -0.46675101 -0.28973370
[13] -0.11271639  0.06430092  0.24131824  0.41833555  0.59535286  0.77237017
[19]  0.94938748  1.12640479  1.30342210  1.48043941  1.65745672  1.83447403
[25]  2.01149134  2.18850866  2.36552597  2.54254328  2.71956059  2.89657790
[31]  3.07359521  3.25061252  3.42762983  3.60464714  3.78166445  3.95868176
[37]  4.13569908  4.31271639  4.48973370  4.66675101  4.84376832  5.02078563
[43]  5.19780294  5.37482025  5.55183756  5.72885487  5.90587218  6.08288950
[49]  6.25990681  6.43692412

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.915426e-05 5.787888e-05 1.551687e-04 2.960219e-04 3.908419e-04
 [2,] 3.266045e-05 7.627790e-05 2.148270e-04 4.638253e-04 6.982190e-04
 [3,] 6.588928e-05 1.030437e-04 2.667127e-04 6.366125e-04 1.090715e-03
 [4,] 1.422189e-04 1.609351e-04 3.119817e-04 7.708461e-04 1.490375e-03
 [5,] 2.934741e-04 2.948567e-04 3.813618e-04 8.411857e-04 1.785637e-03
 [6,] 5.462534e-04 5.666138e-04 5.457758e-04 8.755030e-04 1.891561e-03
 [7,] 8.971163e-04 1.028069e-03 9.053694e-04 9.713372e-04 1.816443e-03
 [8,] 1.290309e-03 1.674066e-03 1.544986e-03 1.273405e-03 1.686644e-03
 [9,] 1.621345e-03 2.401004e-03 2.461985e-03 1.906541e-03 1.703104e-03
[10,] 1.778510e-03 3.014078e-03 3.505773e-03 2.882434e-03 2.043281e-03
[11,] 1.702661e-03 3.305013e-03 4.390471e-03 4.030117e-03 2.752146e-03
[12,] 1.422513e-03 3.163481e-03 4.810283e-03 5.016653e-03 3.678708e-03
[13,] 1.037122e-03 2.642652e-03 4.602778e-03 5.485282e-03 4.509041e-03
[14,] 6.598504e-04 1.926498e-03 3.844336e-03 5.244941e-03 4.905144e-03
[15,] 3.663547e-04 1.225580e-03 2.802196e-03 4.379410e-03 4.682231e-03
[16,] 1.775001e-04 6.803879e-04 1.782491e-03 3.191718e-03 3.907177e-03
[17,] 7.504737e-05 3.296188e-04 9.894636e-04 2.030035e-03 2.846816e-03
[18,] 2.768936e-05 1.393503e-04 4.793072e-04 1.126762e-03 1.810400e-03
[19,] 8.915185e-06 5.140959e-05 2.026136e-04 5.457633e-04 1.004743e-03
[20,] 2.504888e-06 1.655086e-05 7.474183e-05 2.306841e-04 4.866130e-04
[21,] 6.141668e-07 4.649833e-06 2.406019e-05 8.508863e-05 2.056625e-04
[22,] 1.314088e-07 1.139972e-06 6.758877e-06 2.738834e-05 7.585209e-05
[23,] 2.453599e-08 2.438888e-07 1.656879e-06 7.693085e-06 2.441299e-05
[24,] 3.997811e-09 4.553331e-08 3.544434e-07 1.885711e-06 6.856686e-06
[25,] 5.684356e-10 7.418342e-09 6.616725e-08 4.033575e-07 1.680536e-06
[26,] 7.053107e-11 1.054690e-09 1.077903e-08 7.529139e-08 3.594361e-07
[27,] 7.636949e-12 1.308527e-10 1.532344e-09 1.226424e-08 6.708659e-08
[28,] 7.216065e-13 1.416713e-11 1.900965e-10 1.743320e-09 1.092674e-08
[29,] 5.950034e-14 1.338504e-12 2.057930e-11 2.162481e-10 1.553047e-09
[30,] 4.281348e-15 1.103569e-13 1.944146e-12 2.340826e-11 1.926283e-10
[31,] 2.688326e-16 7.939979e-15 1.602756e-13 2.211192e-12 2.084951e-11
[32,] 1.473064e-17 4.985144e-16 1.153040e-14 1.822729e-13 1.969293e-12
[33,] 7.043745e-19 2.731356e-17 7.238753e-16 1.311173e-14 1.623180e-13
[34,] 2.939178e-20 1.305928e-18 3.965731e-17 8.230725e-16 1.167518e-14
[35,] 1.070252e-21 5.448766e-20 1.895924e-18 4.508732e-17 7.328222e-16
[36,] 3.400862e-23 1.983900e-21 7.909718e-20 2.155327e-18 4.013987e-17
[37,] 9.430391e-25 6.303460e-23 2.879646e-21 8.991039e-20 1.918631e-18
[38,] 2.281987e-26 1.747757e-24 9.148707e-23 3.273024e-21 8.002934e-20
[39,] 4.818778e-28 4.228861e-26 2.536417e-24 1.039750e-22 2.913047e-21
[40,] 8.879697e-30 8.929011e-28 6.136480e-26 2.882346e-24 9.253021e-23
[41,] 1.427906e-31 1.645218e-29 1.295562e-27 6.972742e-26 2.564837e-24
[42,] 2.003766e-33 2.645389e-31 2.386947e-29 1.471996e-27 6.204137e-26
[43,] 2.453742e-35 3.711848e-33 3.837620e-31 2.711719e-29 1.309598e-27
[44,] 2.622110e-37 4.544968e-35 5.384203e-33 4.359361e-31 2.412320e-29
[45,] 2.445230e-39 4.856441e-37 6.592152e-35 6.115714e-33 3.877731e-31
[46,] 1.989859e-41 4.528343e-39 7.043152e-37 7.486964e-35 5.439450e-33
[47,] 1.413074e-43 3.684687e-41 6.566699e-39 7.998424e-37 6.658439e-35
[48,] 8.756988e-46 2.616430e-43 5.342863e-41 7.456756e-39 7.112732e-37
[49,] 4.735631e-48 1.621253e-45 3.793452e-43 6.066373e-41 6.630317e-39
[50,] 2.234812e-50 8.766632e-48 2.350364e-45 4.306738e-43 5.393521e-41
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.656056e-04 2.702748e-04 2.057720e-04 1.846541e-04 1.527667e-04
 [2,] 7.363182e-04 5.857797e-04 4.398139e-04 3.915774e-04 3.507567e-04
 [3,] 1.303572e-03 1.137617e-03 8.627585e-04 7.486543e-04 7.097163e-04
 [4,] 2.023845e-03 1.964831e-03 1.546934e-03 1.301546e-03 1.271491e-03
 [5,] 2.751776e-03 3.000381e-03 2.516393e-03 2.071436e-03 2.029793e-03
 [6,] 3.276646e-03 4.034029e-03 3.681685e-03 3.026551e-03 2.910242e-03
 [7,] 3.425787e-03 4.763133e-03 4.805847e-03 4.051322e-03 3.780097e-03
 [8,] 3.175519e-03 4.935331e-03 5.560689e-03 4.937725e-03 4.482794e-03
 [9,] 2.686813e-03 4.499334e-03 5.677642e-03 5.433966e-03 4.876756e-03
[10,] 2.231949e-03 3.649467e-03 5.105191e-03 5.354758e-03 4.867553e-03
[11,] 2.056031e-03 2.724054e-03 4.051827e-03 4.692961e-03 4.437511e-03
[12,] 2.253701e-03 2.030120e-03 2.874415e-03 3.643621e-03 3.667526e-03
[13,] 2.722185e-03 1.709113e-03 1.894782e-03 2.509628e-03 2.726069e-03
[14,] 3.211071e-03 1.707871e-03 1.270150e-03 1.554833e-03 1.811666e-03
[15,] 3.447906e-03 1.844239e-03 9.782814e-04 9.055776e-04 1.076526e-03
[16,] 3.277081e-03 1.916689e-03 8.887633e-04 5.471386e-04 5.804673e-04
[17,] 2.730672e-03 1.801799e-03 8.555036e-04 3.855669e-04 2.984220e-04
[18,] 1.988553e-03 1.495933e-03 7.822393e-04 3.174572e-04 1.626030e-04
[19,] 1.264303e-03 1.088043e-03 6.434514e-04 2.716462e-04 1.046776e-04
[20,] 7.015708e-04 6.914519e-04 4.665728e-04 2.182546e-04 7.781117e-05
[21,] 3.397449e-04 3.836108e-04 2.961971e-04 1.570242e-04 5.903110e-05
[22,] 1.435758e-04 1.857441e-04 1.642618e-04 9.942684e-05 4.162842e-05
[23,] 5.294835e-05 7.848697e-05 7.952029e-05 5.508987e-05 2.618470e-05
[24,] 1.703978e-05 2.894180e-05 3.359740e-05 2.666005e-05 1.447642e-05
[25,] 4.785378e-06 9.313130e-06 1.238763e-05 1.126191e-05 7.000311e-06
[26,] 1.172759e-06 2.615210e-06 3.985803e-06 4.151858e-06 2.956202e-06
[27,] 2.508080e-07 6.408521e-07 1.119142e-06 1.335750e-06 1.089666e-06
[28,] 4.680745e-08 1.370408e-07 2.742179e-07 3.750186e-07 3.505309e-07
[29,] 7.623028e-09 2.557298e-08 5.863348e-08 9.187999e-08 9.840309e-08
[30,] 1.083382e-09 4.164415e-09 1.094050e-08 1.964403e-08 2.410659e-08
[31,] 1.343619e-10 5.917892e-10 1.781430e-09 3.665058e-09 5.153522e-09
[32,] 1.454150e-11 7.338697e-11 2.531274e-10 5.967194e-10 9.614173e-10
[33,] 1.373360e-12 7.941684e-12 3.138712e-11 8.478148e-11 1.565169e-10
[34,] 1.131878e-13 7.499746e-13 3.396284e-12 1.051168e-11 2.223571e-11
[35,] 8.140544e-15 6.180435e-14 3.206973e-13 1.137318e-12 2.756638e-12
[36,] 5.109158e-16 4.444609e-15 2.642581e-14 1.073826e-13 2.982291e-13
[37,] 2.798231e-17 2.789244e-16 1.900203e-15 8.847570e-15 2.815522e-14
[38,] 1.337396e-18 1.527501e-17 1.192377e-16 6.361453e-16 2.319583e-15
[39,] 5.577978e-20 7.299901e-19 6.529316e-18 3.991434e-17 1.667635e-16
[40,] 2.030166e-21 3.044321e-20 3.120038e-19 2.185445e-18 1.046238e-17
[41,] 6.448022e-23 1.107909e-21 1.301045e-20 1.044217e-19 5.727966e-19
[42,] 1.787173e-24 3.518542e-23 4.734448e-22 4.353981e-21 2.736621e-20
[43,] 4.322570e-26 9.751172e-25 1.503426e-23 1.584229e-22 1.140945e-21
[44,] 9.123417e-28 2.358257e-26 4.166152e-25 5.030251e-24 4.151023e-23
[45,] 1.680424e-29 4.977038e-28 1.007473e-26 1.393819e-25 1.317924e-24
[46,] 2.700940e-31 9.166122e-30 2.126018e-28 3.370223e-27 3.651416e-26
[47,] 3.788358e-33 1.473128e-31 3.915078e-30 7.111330e-29 8.828201e-28
[48,] 4.636962e-35 2.066053e-33 6.291584e-32 1.309450e-30 1.862639e-29
[49,] 4.952792e-37 2.528581e-35 8.822953e-34 2.104077e-32 3.429416e-31
[50,] 4.616436e-39 2.700550e-37 1.079713e-35 2.950356e-34 5.510002e-33
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.447715e-05 4.091692e-05 1.233972e-05 2.942692e-06 2.485874e-06
 [2,] 2.451512e-04 1.214084e-04 4.195800e-05 1.071906e-05 4.753072e-06
 [3,] 5.564366e-04 3.146472e-04 1.247882e-04 3.588240e-05 1.142761e-05
 [4,] 1.106161e-03 7.124843e-04 3.244385e-04 1.068274e-04 3.177360e-05
 [5,] 1.929605e-03 1.410367e-03 7.374459e-04 2.799618e-04 8.901091e-05
 [6,] 2.962045e-03 2.442543e-03 1.466033e-03 6.440602e-04 2.312437e-04
 [7,] 4.017490e-03 3.705330e-03 2.550721e-03 1.300401e-03 5.391706e-04
 [8,] 4.841641e-03 4.932473e-03 3.887914e-03 2.306374e-03 1.116616e-03
 [9,] 5.222041e-03 5.776969e-03 5.199097e-03 3.598874e-03 2.049565e-03
[10,] 5.083203e-03 5.975502e-03 6.112185e-03 4.952009e-03 3.337470e-03
[11,] 4.502798e-03 5.487207e-03 6.335875e-03 6.027582e-03 4.833370e-03
[12,] 3.652387e-03 4.503670e-03 5.814985e-03 6.517392e-03 6.247245e-03
[13,] 2.718923e-03 3.330330e-03 4.751370e-03 6.293410e-03 7.237708e-03
[14,] 1.853133e-03 2.236973e-03 3.480343e-03 5.461483e-03 7.551495e-03
[15,] 1.149759e-03 1.373900e-03 2.303363e-03 4.287802e-03 7.127396e-03
[16,] 6.454890e-04 7.740523e-04 1.387825e-03 3.063524e-03 6.106245e-03
[17,] 3.276208e-04 3.997026e-04 7.655393e-04 1.999451e-03 4.755757e-03
[18,] 1.526471e-04 1.885476e-04 3.873712e-04 1.192770e-03 3.364435e-03
[19,] 6.891347e-05 8.119756e-05 1.794365e-04 6.485582e-04 2.155540e-03
[20,] 3.368976e-05 3.236013e-05 7.571796e-05 3.197238e-04 1.245131e-03
[21,] 1.966688e-05 1.256150e-05 2.897531e-05 1.419792e-04 6.452090e-04
[22,] 1.310697e-05 5.293244e-06 1.007292e-05 5.643793e-05 2.984753e-04
[23,] 8.783118e-06 2.670039e-06 3.246264e-06 1.998044e-05 1.227522e-04
[24,] 5.428515e-06 1.543701e-06 1.030912e-06 6.280940e-06 4.473382e-05
[25,] 2.983861e-06 9.002602e-07 3.596248e-07 1.754520e-06 1.441070e-05
[26,] 1.440119e-06 4.850032e-07 1.480190e-07 4.394458e-07 4.097231e-06
[27,] 6.077430e-07 2.325234e-07 6.748619e-08 1.015194e-07 1.027355e-06
[28,] 2.239532e-07 9.790835e-08 3.033240e-08 2.310867e-08 2.272556e-07
[29,] 7.203146e-08 3.605080e-08 1.248416e-08 5.730722e-09 4.445501e-08
[30,] 2.021884e-08 1.159156e-08 4.560872e-09 1.632473e-09 7.747607e-09
[31,] 4.952672e-09 3.253145e-09 1.462489e-09 5.015634e-10 1.226867e-09
[32,] 1.058680e-09 7.967724e-10 4.100383e-10 1.501238e-10 1.847319e-10
[33,] 1.974843e-10 1.703006e-10 1.003883e-10 4.103190e-11 2.863482e-11
[34,] 3.214703e-11 3.176448e-11 2.145253e-11 9.953470e-12 4.919080e-12
[35,] 4.566549e-12 5.170199e-12 4.000792e-12 2.119859e-12 9.268326e-13
[36,] 5.660790e-13 7.343696e-13 6.511277e-13 3.948421e-13 1.762762e-13
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[48,] 1.178475e-03 1.008294e-03 6.561953e-04 3.262906e-04 1.525749e-04
[49,] 6.897569e-04 5.947818e-04 4.261043e-04 2.267875e-04 9.847967e-05
[50,] 4.139931e-04 3.224706e-04 2.468149e-04 1.445595e-04 6.389770e-05

> 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  
  -3.210187     0.001158  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/18k181257355640.ps tmp/18k181257355640.png")
> system("convert tmp/2asih1257355640.ps tmp/2asih1257355640.png")
> system("convert tmp/33mge1257355640.ps tmp/33mge1257355640.png")
> system("convert tmp/48f5x1257355640.ps tmp/48f5x1257355640.png")
> system("convert tmp/50js51257355640.ps tmp/50js51257355640.png")
> system("convert tmp/65pqz1257355640.ps tmp/65pqz1257355640.png")
> system("convert tmp/709zn1257355640.ps tmp/709zn1257355640.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.340   1.770   3.814