R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(24710.92,23983.59,24434.12,23939.23,24290.02,24117.63,23724.64,22989.44,23716.86,25058.83,25059.00,23579.18,24209.03,24173.67,24706.39,24522.12,24766.15,25940.04,24985.78,24788.00,26544.56,28019.08,27285.71,29161.16,28357.73,27979.91,27543.95,27397.53,27623.59,27736.07,27803.79,27779.55,27524.13,27582.72,28638.95,28825.78,30132.61,29326.85,29075.62,28230.63,28118.36,28173.29,27396.91,24578.55,24504.77,27582.37,26920.31,25426.68,25390.80,25041.16,22769.42,22921.89,26267.63,27364.67,28382.59,29132.81,28214.51,28865.73,24405.35)
> y <- c(4.79,5.95,5.46,5.75,5.15,4.96,5.28,5.73,5.75,5.88,6.3,6.74,6.75,7.34,6.64,6.62,6.32,5.32,5.68,6.18,5.02,2.1,4,3,4.73,5.14,5.81,6.24,4.49,4.22,4.88,5.18,5.19,5.06,4.65,4.83,4.6,4.72,4.33,4.97,5.37,4.19,4.54,5.82,5.49,3.28,5.11,6.24,6.41,6.43,8.42,8.23,3.17,2.72,3,3.47,3.88,3.43,4.06)
> x <- c(2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09,3.46,3.64,4.39,4.15,5.21,5.8,5.91,5.39,5.46,4.72,3.14,2.63,2.32,1.93,0.62,0.6,-0.37,-1.1,-1.68,-0.78)
> par7 = 'Geleend bedrag van autolening'
> par6 = 'Rentevoet autolening'
> par5 = 'Inflatie in België'
> 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/1vzng1256746295.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/2uucg1256746295.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/3wkap1256746295.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/4g3fn1256746295.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/5h9un1256746295.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  
     4.4771       0.2921  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ztyo1256746295.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] 1.351206 1.510749 1.670291 1.829834 1.989377 2.148919 2.308462 2.468004
 [9] 2.627547 2.787090 2.946632 3.106175 3.265717 3.425260 3.584803 3.744345
[17] 3.903888 4.063430 4.222973 4.382516 4.542058 4.701601 4.861143 5.020686
[25] 5.180229 5.339771 5.499314 5.658857 5.818399 5.977942 6.137484 6.297027
[33] 6.456570 6.616112 6.775655 6.935197 7.094740 7.254283 7.413825 7.573368
[41] 7.732910 7.892453 8.051996 8.211538 8.371081 8.530623 8.690166 8.849709
[49] 9.009251 9.168794

$yords
 [1] 21945.84 22129.73 22313.61 22497.49 22681.38 22865.26 23049.15 23233.03
 [9] 23416.92 23600.80 23784.69 23968.57 24152.46 24336.34 24520.23 24704.11
[17] 24888.00 25071.88 25255.76 25439.65 25623.53 25807.42 25991.30 26175.19
[25] 26359.07 26542.96 26726.84 26910.73 27094.61 27278.50 27462.38 27646.27
[33] 27830.15 28014.03 28197.92 28381.80 28565.69 28749.57 28933.46 29117.34
[41] 29301.23 29485.11 29669.00 29852.88 30036.77 30220.65 30404.54 30588.42
[49] 30772.30 30956.19

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.171380e-37 6.414320e-35 7.992595e-33 8.070300e-31 6.603207e-29
 [2,] 6.126736e-35 8.214097e-33 8.923942e-31 7.856305e-29 5.604583e-27
 [3,] 7.430271e-33 8.685505e-31 8.227194e-29 6.314995e-27 3.927876e-25
 [4,] 7.440571e-31 7.583269e-29 6.262861e-27 4.191349e-25 2.272994e-23
 [5,] 6.152250e-29 5.466935e-27 3.936588e-25 2.296998e-23 1.086088e-21
 [6,] 4.200385e-27 3.254309e-25 2.043123e-23 1.039429e-21 4.285079e-20
 [7,] 2.367932e-25 1.599553e-23 8.755762e-22 3.883775e-20 1.395975e-18
 [8,] 1.102239e-23 6.491796e-22 3.098275e-20 1.198228e-18 3.755113e-17
 [9,] 4.236538e-22 2.175502e-20 9.052613e-19 3.052483e-17 8.340580e-16
[10,] 1.344543e-20 6.019801e-19 2.184015e-17 6.420874e-16 1.529666e-14
[11,] 3.523494e-19 1.375430e-17 4.350810e-16 1.115237e-14 2.316481e-13
[12,] 7.624686e-18 2.595022e-16 7.156949e-15 1.599490e-13 2.896683e-12
[13,] 1.362566e-16 4.043166e-15 9.722029e-14 1.894358e-12 2.991136e-11
[14,] 2.011290e-15 5.203084e-14 1.090753e-12 1.852977e-11 2.550882e-10
[15,] 2.453697e-14 5.533109e-13 1.011157e-11 1.497496e-10 1.797256e-09
[16,] 2.477592e-13 4.868399e-12 7.753513e-11 1.000829e-09 1.047054e-08
[17,] 2.078330e-12 3.555395e-11 4.931228e-10 5.544985e-09 5.054999e-08
[18,] 1.461847e-11 2.172324e-10 2.619262e-09 2.562294e-08 2.033619e-07
[19,] 8.812992e-11 1.131791e-09 1.181424e-08 1.002256e-07 6.910153e-07
[20,] 4.767080e-10 5.238146e-09 4.694084e-08 3.430442e-07 2.044892e-06
[21,] 2.485047e-09 2.305828e-08 1.752530e-07 1.091919e-06 5.583781e-06
[22,] 1.322917e-08 1.030322e-07 6.591917e-07 3.474052e-06 1.513565e-05
[23,] 7.090283e-08 4.672565e-07 2.530376e-06 1.131458e-05 4.204645e-05
[24,] 3.566515e-07 2.015006e-06 9.349077e-06 3.584043e-05 1.145084e-04
[25,] 1.579007e-06 7.718414e-06 3.096968e-05 1.027005e-04 2.843023e-04
[26,] 5.934314e-06 2.521328e-05 8.792793e-05 2.535515e-04 6.113784e-04
[27,] 1.862528e-05 6.892847e-05 2.094499e-04 5.268286e-04 1.111048e-03
[28,] 4.849377e-05 1.564963e-04 4.150290e-04 9.130083e-04 1.692162e-03
[29,] 1.044799e-04 2.942825e-04 6.823123e-04 1.317453e-03 2.161942e-03
[30,] 1.861356e-04 4.581284e-04 9.310994e-04 1.587357e-03 2.335769e-03
[31,] 2.742584e-04 5.910123e-04 1.057779e-03 1.608927e-03 2.169080e-03
[32,] 3.345305e-04 6.334143e-04 1.006727e-03 1.391751e-03 1.779771e-03
[33,] 3.384803e-04 5.668475e-04 8.125438e-04 1.054493e-03 1.346396e-03
[34,] 2.852344e-04 4.279123e-04 5.696499e-04 7.328842e-04 9.978017e-04
[35,] 2.018955e-04 2.785307e-04 3.643685e-04 5.055407e-04 7.815841e-04
[36,] 1.224821e-04 1.646316e-04 2.346457e-04 3.854886e-04 6.867486e-04
[37,] 6.725571e-05 9.953663e-05 1.754949e-04 3.467300e-04 6.675762e-04
[38,] 3.846177e-05 7.359201e-05 1.621872e-04 3.488599e-04 6.679649e-04
[39,] 2.834911e-05 7.007857e-05 1.688624e-04 3.601430e-04 6.656560e-04
[40,] 2.804924e-05 7.641886e-05 1.845098e-04 3.879540e-04 7.175301e-04
[41,] 3.323209e-05 9.339778e-05 2.307084e-04 5.011693e-04 9.564995e-04
[42,] 4.888865e-05 1.444204e-04 3.700143e-04 8.118213e-04 1.508119e-03
[43,] 9.372859e-05 2.766625e-04 6.827061e-04 1.395733e-03 2.352885e-03
[44,] 1.982112e-04 5.389708e-04 1.199896e-03 2.181479e-03 3.237904e-03
[45,] 3.868431e-04 9.318738e-04 1.825204e-03 2.906143e-03 3.765197e-03
[46,] 6.455649e-04 1.361147e-03 2.328782e-03 3.234306e-03 3.650396e-03
[47,] 9.001201e-04 1.655818e-03 2.470111e-03 2.989592e-03 2.938500e-03
[48,] 1.042001e-03 1.671010e-03 2.172609e-03 2.291152e-03 1.961344e-03
[49,] 9.997455e-04 1.397400e-03 1.583405e-03 1.454965e-03 1.084916e-03
[50,] 7.945755e-04 9.679998e-04 9.559194e-04 7.654123e-04 4.972067e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.378105e-27 2.352236e-25 1.024098e-23 3.612987e-22 1.032895e-20
 [2,] 3.239920e-25 1.517710e-23 5.761150e-22 1.772123e-20 4.417160e-19
 [3,] 1.979741e-23 8.085795e-22 2.676103e-20 7.177070e-19 1.559755e-17
 [4,] 9.988694e-22 3.556991e-20 1.026414e-18 2.400085e-17 4.547739e-16
 [5,] 4.161358e-20 1.292019e-18 3.250637e-17 6.627234e-16 1.094866e-14
 [6,] 1.431491e-18 3.875094e-17 8.500441e-16 1.511002e-14 2.176474e-13
 [7,] 4.065999e-17 9.596671e-16 1.835438e-14 2.844612e-13 3.572492e-12
 [8,] 9.536134e-16 1.962391e-14 3.272384e-13 4.421887e-12 4.841901e-11
 [9,] 1.846738e-14 3.313433e-13 4.817447e-12 5.675712e-11 5.418626e-10
[10,] 2.953013e-13 4.619535e-12 5.855949e-11 6.015359e-10 5.007166e-09
[11,] 3.899033e-12 5.318021e-11 5.877739e-10 5.264255e-09 3.820598e-08
[12,] 4.250973e-11 5.055248e-10 4.871533e-09 3.804155e-08 2.407260e-07
[13,] 3.827204e-10 3.968239e-09 3.334175e-08 2.270155e-07 1.252580e-06
[14,] 2.845709e-09 2.572597e-08 1.884691e-07 1.118930e-06 5.383618e-06
[15,] 1.748057e-08 1.377867e-07 8.801941e-07 4.557091e-06 1.912354e-05
[16,] 8.878379e-08 6.101934e-07 3.399382e-06 1.535248e-05 5.621902e-05
[17,] 3.736222e-07 2.239082e-06 1.088184e-05 4.289890e-05 1.372454e-04
[18,] 1.309592e-06 6.844062e-06 2.903814e-05 1.000882e-04 2.805643e-04
[19,] 3.872785e-06 1.765210e-05 6.549344e-05 1.981037e-04 4.897666e-04
[20,] 9.949015e-06 3.955471e-05 1.287709e-04 3.444234e-04 7.609307e-04
[21,] 2.347996e-05 8.142248e-05 2.338495e-04 5.597709e-04 1.126942e-03
[22,] 5.477035e-05 1.656219e-04 4.217760e-04 9.132482e-04 1.700629e-03
[23,] 1.309522e-04 3.453622e-04 7.803922e-04 1.529444e-03 2.630620e-03
[24,] 3.084440e-04 7.105066e-04 1.421696e-03 2.508406e-03 3.951728e-03
[25,] 6.661687e-04 1.344736e-03 2.385207e-03 3.788353e-03 5.469136e-03
[26,] 1.252786e-03 2.228860e-03 3.530196e-03 5.099669e-03 6.840539e-03
[27,] 2.003043e-03 3.171337e-03 4.553894e-03 6.111002e-03 7.799598e-03
[28,] 2.708279e-03 3.877419e-03 5.173246e-03 6.641221e-03 8.272045e-03
[29,] 3.117396e-03 4.138746e-03 5.303632e-03 6.711135e-03 8.286171e-03
[30,] 3.107872e-03 3.963844e-03 5.052714e-03 6.421679e-03 7.869291e-03
[31,] 2.760354e-03 3.523089e-03 4.580164e-03 5.864028e-03 7.097344e-03
[32,] 2.269434e-03 3.001904e-03 4.014620e-03 5.157872e-03 6.179645e-03
[33,] 1.806522e-03 2.526194e-03 3.472264e-03 4.480967e-03 5.387528e-03
[34,] 1.463206e-03 2.171724e-03 3.057148e-03 3.979375e-03 4.874080e-03
[35,] 1.265062e-03 1.964302e-03 2.797011e-03 3.661318e-03 4.593722e-03
[36,] 1.185213e-03 1.857769e-03 2.618008e-03 3.424291e-03 4.398239e-03
[37,] 1.155133e-03 1.763404e-03 2.431541e-03 3.190934e-03 4.187027e-03
[38,] 1.113686e-03 1.645738e-03 2.252241e-03 3.000053e-03 3.966851e-03
[39,] 1.081349e-03 1.594714e-03 2.214918e-03 2.960791e-03 3.787239e-03
[40,] 1.187412e-03 1.784388e-03 2.457460e-03 3.114393e-03 3.628482e-03
[41,] 1.596665e-03 2.323545e-03 2.957589e-03 3.330815e-03 3.367974e-03
[42,] 2.356704e-03 3.100208e-03 3.466489e-03 3.356676e-03 2.881624e-03
[43,] 3.269934e-03 3.765589e-03 3.636239e-03 3.003838e-03 2.179050e-03
[44,] 3.932507e-03 3.931055e-03 3.270892e-03 2.308034e-03 1.417414e-03
[45,] 3.979690e-03 3.449872e-03 2.476884e-03 1.497446e-03 7.811297e-04
[46,] 3.355928e-03 2.524373e-03 1.566653e-03 8.137984e-04 3.617728e-04
[47,] 2.350201e-03 1.535238e-03 8.248299e-04 3.689960e-04 1.402051e-04
[48,] 1.365148e-03 7.749497e-04 3.608730e-04 1.393028e-04 4.535814e-05
[49,] 6.573462e-04 3.244509e-04 1.310827e-04 4.373193e-05 1.223088e-05
[50,] 2.623083e-04 1.126216e-04 3.950784e-05 1.140722e-05 2.746057e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.392822e-19 4.491895e-18 6.833040e-17 8.422957e-16 8.413679e-15
 [2,] 8.921897e-18 1.460280e-16 1.936781e-15 2.081573e-14 1.812908e-13
 [3,] 2.746819e-16 3.919845e-15 4.532870e-14 4.247616e-13 3.225472e-12
 [4,] 6.982793e-15 8.688160e-14 8.759762e-13 7.156910e-12 4.738482e-11
 [5,] 1.465731e-13 1.590058e-12 1.397777e-11 9.957100e-11 5.747969e-10
 [6,] 2.540427e-12 2.402842e-11 1.841665e-10 1.143849e-09 5.757333e-09
 [7,] 3.635671e-11 2.998220e-10 2.003596e-09 1.085007e-08 4.761690e-08
 [8,] 4.296250e-10 3.089081e-09 1.799858e-08 8.498211e-08 3.251919e-07
 [9,] 4.192024e-09 2.628001e-08 1.335055e-07 5.496167e-07 1.833866e-06
[10,] 3.377453e-08 1.846104e-07 8.177094e-07 2.935221e-06 8.540157e-06
[11,] 2.246962e-07 1.070863e-06 4.135781e-06 1.294495e-05 3.284614e-05
[12,] 1.234423e-06 5.129678e-06 1.727510e-05 4.715311e-05 1.043615e-04
[13,] 5.600770e-06 2.029552e-05 5.960751e-05 1.419206e-04 2.741069e-04
[14,] 2.099310e-05 6.635152e-05 1.700111e-04 3.532963e-04 5.961159e-04
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[27,] 6.478399e-05 2.420692e-05 7.353370e-06 1.812659e-06 3.623111e-07
[28,] 1.865899e-05 6.091790e-06 1.614942e-06 3.472356e-07 6.052404e-08
[29,] 4.443672e-06 1.266609e-06 2.929346e-07 5.493009e-08 8.348782e-09
[30,] 8.745914e-07 2.175377e-07 4.388178e-08 7.175544e-09 9.509522e-10
[31,] 1.422121e-07 3.085737e-08 5.428385e-09 7.740089e-10 8.943951e-11
[32,] 1.910060e-08 3.614735e-09 5.545142e-10 6.894078e-11 6.945954e-12
[33,] 2.118749e-09 3.496727e-10 4.677337e-11 5.070372e-12 4.454133e-13
[34,] 1.940889e-10 2.793197e-11 3.257798e-12 3.079190e-13 2.358439e-14
[35,] 1.468202e-11 1.842399e-12 1.873624e-13 1.544051e-14 1.031129e-15
[36,] 9.171059e-13 1.003461e-13 8.897528e-15 6.393122e-16 3.722423e-17
[37,] 4.730385e-14 4.512865e-15 3.488891e-16 2.185715e-17 1.109602e-18
[38,] 2.014695e-15 1.675847e-16 1.129622e-17 6.170227e-19 2.731087e-20
[39,] 7.085240e-17 5.138605e-18 3.019997e-19 1.438253e-20 5.550472e-22
[40,] 2.057452e-18 1.301020e-19 6.666635e-21 2.768190e-22 9.314306e-24
[41,] 4.933253e-20 2.719880e-21 1.215160e-22 4.399291e-24 1.290617e-25
[42,] 9.767080e-22 4.695074e-23 1.828885e-24 5.772923e-26 1.476625e-27
[43,] 1.596699e-23 6.692086e-25 2.272823e-26 6.255110e-28 1.394984e-29
[44,] 2.155303e-25 7.876024e-27 2.332228e-28 5.596291e-30 1.088164e-31
[45,] 2.402259e-27 7.653829e-29 1.976072e-30 4.134202e-32 7.008831e-34
[46,] 2.210843e-29 6.141531e-31 1.382485e-32 2.521792e-34 3.727545e-36
[47,] 1.680037e-31 4.069091e-33 7.986214e-35 1.270134e-36 1.636902e-38
[48,] 1.054166e-33 2.226114e-35 3.809349e-37 5.282251e-39 5.935428e-41
[49,] 5.461668e-36 1.005596e-37 1.500330e-39 1.813906e-41 1.777082e-43
[50,] 2.336511e-38 3.750817e-40 4.879201e-42 5.143236e-44 4.393281e-46

> 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  
      31862        -1076  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7s6ky1256746295.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z))
> op
$xords
 [1] -2.36033822 -2.17767135 -1.99500449 -1.81233762 -1.62967076 -1.44700389
 [7] -1.26433702 -1.08167016 -0.89900329 -0.71633642 -0.53366956 -0.35100269
[13] -0.16833583  0.01433104  0.19699791  0.37966477  0.56233164  0.74499850
[19]  0.92766537  1.11033224  1.29299910  1.47566597  1.65833283  1.84099970
[25]  2.02366657  2.20633343  2.38900030  2.57166717  2.75433403  2.93700090
[31]  3.11966776  3.30233463  3.48500150  3.66766836  3.85033523  4.03300209
[37]  4.21566896  4.39833583  4.58100269  4.76366956  4.94633642  5.12900329
[43]  5.31167016  5.49433702  5.67700389  5.85967076  6.04233762  6.22500449
[49]  6.40767135  6.59033822

$yords
 [1] 21945.84 22129.73 22313.61 22497.49 22681.38 22865.26 23049.15 23233.03
 [9] 23416.92 23600.80 23784.69 23968.57 24152.46 24336.34 24520.23 24704.11
[17] 24888.00 25071.88 25255.76 25439.65 25623.53 25807.42 25991.30 26175.19
[25] 26359.07 26542.96 26726.84 26910.73 27094.61 27278.50 27462.38 27646.27
[33] 27830.15 28014.03 28197.92 28381.80 28565.69 28749.57 28933.46 29117.34
[41] 29301.23 29485.11 29669.00 29852.88 30036.77 30220.65 30404.54 30588.42
[49] 30772.30 30956.19

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.468346e-13 1.082290e-12 7.046484e-12 4.052422e-11 2.058588e-10
 [2,] 1.176467e-12 8.279733e-12 5.147150e-11 2.826379e-10 1.370903e-09
 [3,] 7.877832e-12 5.293769e-11 3.142223e-10 1.647488e-09 7.629924e-09
 [4,] 4.408696e-11 2.828720e-10 1.603185e-09 8.025837e-09 3.549032e-08
 [5,] 2.062003e-10 1.263254e-09 6.836058e-09 3.267639e-08 1.379670e-07
 [6,] 8.060169e-10 4.714841e-09 2.436149e-08 1.111869e-07 4.482460e-07
 [7,] 2.633145e-09 1.470684e-08 7.255671e-08 3.161907e-07 1.217120e-06
 [8,] 7.189217e-09 3.833961e-08 1.806041e-07 7.514854e-07 2.762017e-06
 [9,] 1.640454e-08 8.353180e-08 3.757104e-07 1.492684e-06 5.238359e-06
[10,] 3.128403e-08 1.521009e-07 6.532130e-07 2.477941e-06 8.303094e-06
[11,] 4.986054e-08 2.314663e-07 9.491444e-07 3.437874e-06 1.099919e-05
[12,] 6.641520e-08 2.943878e-07 1.152619e-06 3.986255e-06 1.217747e-05
[13,] 7.393620e-08 3.129179e-07 1.169816e-06 3.862938e-06 1.126759e-05
[14,] 6.879724e-08 2.780071e-07 9.923307e-07 3.128757e-06 8.713680e-06
[15,] 5.358855e-08 2.066962e-07 7.042667e-07 2.119725e-06 5.635789e-06
[16,] 3.572890e-08 1.309496e-07 4.243570e-07 1.215689e-06 3.078319e-06
[17,] 2.670740e-08 8.871511e-08 2.625546e-07 6.916819e-07 1.620633e-06
[18,] 6.171641e-08 1.735047e-07 4.339974e-07 9.671220e-07 1.923077e-06
[19,] 3.070068e-07 8.010189e-07 1.850241e-06 3.787215e-06 6.881278e-06
[20,] 1.464623e-06 3.644466e-06 8.026976e-06 1.566513e-05 2.714234e-05
[21,] 5.953714e-06 1.416019e-05 2.981984e-05 5.567259e-05 9.236929e-05
[22,] 2.047250e-05 4.654886e-05 9.375406e-05 1.675246e-04 2.663550e-04
[23,] 5.959259e-05 1.295409e-04 2.495712e-04 4.269502e-04 6.509607e-04
[24,] 1.470043e-04 3.055189e-04 5.631315e-04 9.227521e-04 1.350484e-03
[25,] 3.075869e-04 6.112288e-04 1.078176e-03 1.693462e-03 2.382784e-03
[26,] 5.462113e-04 1.038026e-03 1.753268e-03 2.642937e-03 3.584275e-03
[27,] 8.234533e-04 1.497226e-03 2.423999e-03 3.514515e-03 4.613085e-03
[28,] 1.054037e-03 1.835268e-03 2.853551e-03 3.994351e-03 5.108781e-03
[29,] 1.145769e-03 1.913856e-03 2.867852e-03 3.900583e-03 4.913123e-03
[30,] 1.058485e-03 1.701859e-03 2.473023e-03 3.302930e-03 4.161600e-03
[31,] 8.327926e-04 1.296780e-03 1.846838e-03 2.461786e-03 3.165815e-03
[32,] 5.607672e-04 8.548081e-04 1.213394e-03 1.649967e-03 2.209950e-03
[33,] 3.263749e-04 4.956206e-04 7.177858e-04 1.018737e-03 1.437608e-03
[34,] 1.670959e-04 2.590908e-04 3.924945e-04 5.893672e-04 8.720574e-04
[35,] 7.725409e-05 1.255885e-04 2.019768e-04 3.193127e-04 4.859791e-04
[36,] 3.321422e-05 5.748538e-05 9.760673e-05 1.590898e-04 2.432389e-04
[37,] 1.351957e-05 2.474673e-05 4.336528e-05 7.104185e-05 1.070156e-04
[38,] 5.177689e-06 9.782062e-06 1.722460e-05 2.779085e-05 4.074686e-05
[39,] 1.817322e-06 3.447516e-06 5.976529e-06 9.391749e-06 1.339326e-05
[40,] 5.673102e-07 1.060050e-06 1.797005e-06 2.786374e-06 4.089785e-06
[41,] 1.549800e-07 2.871914e-07 5.021303e-07 8.996007e-07 1.871932e-06
[42,] 3.940234e-08 8.445206e-08 2.111014e-07 6.481401e-07 2.200131e-06
[43,] 1.499462e-08 5.580991e-08 2.317475e-07 9.428960e-07 3.517732e-06
[44,] 1.524582e-08 7.620045e-08 3.496075e-07 1.436050e-06 5.239835e-06
[45,] 2.179189e-08 1.102913e-07 4.959075e-07 1.976291e-06 6.976401e-06
[46,] 2.960769e-08 1.456033e-07 6.342698e-07 2.447071e-06 8.361700e-06
[47,] 3.648948e-08 1.737971e-07 7.330077e-07 2.737508e-06 9.052826e-06
[48,] 4.059652e-08 1.870047e-07 7.624886e-07 2.751747e-06 8.789498e-06
[49,] 4.035189e-08 1.793088e-07 7.048997e-07 2.451407e-06 7.541377e-06
[50,] 3.527385e-08 1.507621e-07 5.697767e-07 1.904020e-06 5.625795e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.237151e-10 3.661166e-09 1.281783e-08 3.963898e-08 1.082789e-07
 [2,] 5.873501e-09 2.222798e-08 7.430474e-08 2.194048e-07 5.722542e-07
 [3,] 3.121274e-08 1.127863e-07 3.599934e-07 1.014953e-06 2.527611e-06
 [4,] 1.386255e-07 4.782877e-07 1.457635e-06 3.923934e-06 9.330559e-06
 [5,] 5.145529e-07 1.695109e-06 4.932634e-06 1.267866e-05 2.878597e-05
 [6,] 1.596220e-06 5.020905e-06 1.395034e-05 3.423739e-05 7.422151e-05
 [7,] 4.138389e-06 1.242917e-05 3.297361e-05 7.726876e-05 1.599391e-04
 [8,] 8.966973e-06 2.571451e-05 6.513646e-05 1.457415e-04 2.880418e-04
 [9,] 1.623814e-05 4.446213e-05 1.075369e-04 2.297409e-04 4.335429e-04
[10,] 2.457551e-05 6.425073e-05 1.483772e-04 3.026699e-04 5.453617e-04
[11,] 3.108456e-05 7.759645e-05 1.711010e-04 3.332546e-04 5.733411e-04
[12,] 3.285965e-05 7.832160e-05 1.648974e-04 3.066613e-04 5.037528e-04
[13,] 2.903074e-05 6.606905e-05 1.328164e-04 2.358404e-04 3.699119e-04
[14,] 2.143611e-05 4.658051e-05 8.940808e-05 1.515874e-04 2.270196e-04
[15,] 1.323609e-05 2.745944e-05 5.032091e-05 8.145717e-05 1.164755e-04
[16,] 6.888996e-06 1.362421e-05 2.380976e-05 3.676862e-05 5.017542e-05
[17,] 3.374615e-06 6.241182e-06 1.024870e-05 1.494421e-05 1.936716e-05
[18,] 3.419750e-06 5.456294e-06 7.852001e-06 1.028174e-05 1.243728e-05
[19,] 1.113464e-05 1.614321e-05 2.121279e-05 2.579587e-05 3.004717e-05
[20,] 4.191548e-05 5.812737e-05 7.342970e-05 8.668676e-05 9.954159e-05
[21,] 1.368386e-04 1.826606e-04 2.234940e-04 2.581783e-04 2.939783e-04
[22,] 3.790049e-04 4.880426e-04 5.804632e-04 6.595574e-04 7.487490e-04
[23,] 8.909232e-04 1.109586e-03 1.288550e-03 1.449027e-03 1.649454e-03
[24,] 1.781333e-03 2.153674e-03 2.456557e-03 2.754265e-03 3.161263e-03
[25,] 3.038313e-03 3.585129e-03 4.048323e-03 4.563258e-03 5.304750e-03
[26,] 4.438985e-03 5.151353e-03 5.816047e-03 6.646436e-03 7.843201e-03
[27,] 5.589055e-03 6.446637e-03 7.361330e-03 8.586734e-03 1.027581e-02
[28,] 6.120270e-03 7.112037e-03 8.306718e-03 9.920930e-03 1.198466e-02
[29,] 5.906598e-03 7.019654e-03 8.453278e-03 1.031332e-02 1.248260e-02
[30,] 5.111518e-03 6.292481e-03 7.821974e-03 9.673160e-03 1.162871e-02
[31,] 4.040394e-03 5.178265e-03 6.596915e-03 8.177126e-03 9.686794e-03
[32,] 2.956090e-03 3.919867e-03 5.049403e-03 6.201481e-03 7.198302e-03
[33,] 2.004796e-03 2.708247e-03 3.474568e-03 4.189153e-03 4.751088e-03
[34,] 1.246012e-03 1.683459e-03 2.123984e-03 2.499194e-03 2.769196e-03
[35,] 6.964685e-04 9.265419e-04 1.139887e-03 1.305672e-03 1.416609e-03
[36,] 3.434462e-04 4.451907e-04 5.317344e-04 5.932544e-04 6.335464e-04
[37,] 1.471304e-04 1.848423e-04 2.143976e-04 2.346281e-04 2.509007e-04
[38,] 5.428826e-05 6.633112e-05 7.604885e-05 8.552313e-05 1.006981e-04
[39,] 1.757917e-05 2.206546e-05 2.859781e-05 4.202845e-05 7.171449e-05
[40,] 6.164653e-06 1.069814e-05 2.216793e-05 5.005316e-05 1.107416e-04
[41,] 4.728505e-06 1.310362e-05 3.544338e-05 8.810632e-05 1.969459e-04
[42,] 7.294510e-06 2.217371e-05 6.039284e-05 1.463644e-04 3.152757e-04
[43,] 1.174851e-05 3.486315e-05 9.174286e-05 2.140964e-04 4.435018e-04
[44,] 1.694549e-05 4.855036e-05 1.232629e-04 2.774892e-04 5.544912e-04
[45,] 2.181347e-05 6.042465e-05 1.483395e-04 3.229334e-04 6.240344e-04
[46,] 2.530796e-05 6.785932e-05 1.612427e-04 3.396979e-04 6.350883e-04
[47,] 2.651013e-05 6.875225e-05 1.579465e-04 3.215705e-04 5.806848e-04
[48,] 2.484865e-05 6.218127e-05 1.377595e-04 2.703135e-04 4.701451e-04
[49,] 2.052272e-05 4.940859e-05 1.052537e-04 1.984775e-04 3.315437e-04
[50,] 1.469771e-05 3.395528e-05 6.938116e-05 1.254347e-04 2.007872e-04
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.612632e-07 5.568344e-07 1.048304e-06 1.743257e-06 2.560642e-06
 [2,] 1.318394e-06 2.682962e-06 4.822776e-06 7.657604e-06 1.073994e-05
 [3,] 5.560168e-06 1.080386e-05 1.854313e-05 2.811256e-05 3.764706e-05
 [4,] 1.959778e-05 3.635962e-05 5.958612e-05 8.625496e-05 1.102900e-04
 [5,] 5.773001e-05 1.022670e-04 1.600232e-04 2.211788e-04 2.700332e-04
 [6,] 1.421256e-04 2.403963e-04 3.591672e-04 4.740004e-04 5.525532e-04
 [7,] 2.924277e-04 4.722759e-04 6.737305e-04 8.489651e-04 9.449455e-04
 [8,] 5.028529e-04 7.754248e-04 1.056213e-03 1.270799e-03 1.350565e-03
 [9,] 7.226686e-04 1.064044e-03 1.383863e-03 1.589790e-03 1.613243e-03
[10,] 8.679872e-04 1.220268e-03 1.515341e-03 1.662182e-03 1.610498e-03
[11,] 8.712912e-04 1.169571e-03 1.386767e-03 1.452424e-03 1.343682e-03
[12,] 7.309526e-04 9.368590e-04 1.060651e-03 1.060679e-03 9.369336e-04
[13,] 5.124973e-04 6.271886e-04 6.779819e-04 6.473686e-04 5.460083e-04
[14,] 3.003155e-04 3.509188e-04 3.622023e-04 3.302285e-04 2.659534e-04
[15,] 1.471183e-04 1.641474e-04 1.617923e-04 1.408946e-04 1.084429e-04
[16,] 6.051347e-05 6.452254e-05 6.087724e-05 5.094340e-05 3.804725e-05
[17,] 2.236268e-05 2.314382e-05 2.176683e-05 1.918326e-05 1.682052e-05
[18,] 1.425461e-05 1.608357e-05 1.869941e-05 2.313911e-05 3.041147e-05
[19,] 3.512887e-05 4.304265e-05 5.610131e-05 7.630924e-05 1.047744e-04
[20,] 1.166407e-04 1.442172e-04 1.878815e-04 2.506708e-04 3.317098e-04
[21,] 3.450638e-04 4.267152e-04 5.486628e-04 7.106176e-04 9.007117e-04
[22,] 8.826473e-04 1.089993e-03 1.378550e-03 1.728706e-03 2.096134e-03
[23,] 1.956789e-03 2.408342e-03 2.986794e-03 3.619129e-03 4.195675e-03
[24,] 3.776575e-03 4.618470e-03 5.598597e-03 6.544790e-03 7.255551e-03
[25,] 6.373568e-03 7.714021e-03 9.112242e-03 1.026851e-02 1.090089e-02
[26,] 9.445099e-03 1.126243e-02 1.293247e-02 1.405523e-02 1.433531e-02
[27,] 1.233769e-02 1.443021e-02 1.608865e-02 1.690534e-02 1.666687e-02
[28,] 1.425698e-02 1.630045e-02 1.766040e-02 1.803467e-02 1.735351e-02
[29,] 1.462445e-02 1.631966e-02 1.724039e-02 1.725371e-02 1.641720e-02
[30,] 1.335720e-02 1.456113e-02 1.509239e-02 1.496664e-02 1.429108e-02
[31,] 1.088481e-02 1.163195e-02 1.192940e-02 1.186450e-02 1.151375e-02
[32,] 7.915759e-03 8.338912e-03 8.542345e-03 8.609604e-03 8.551005e-03
[33,] 5.126748e-03 5.361016e-03 5.533666e-03 5.688204e-03 5.782509e-03
[34,] 2.945329e-03 3.079785e-03 3.224914e-03 3.387109e-03 3.507493e-03
[35,] 1.494072e-03 1.574069e-03 1.680695e-03 1.803565e-03 1.895939e-03
[36,] 6.689017e-04 7.184519e-04 7.911249e-04 8.776687e-04 9.542430e-04
[37,] 2.736040e-04 3.136570e-04 3.775797e-04 4.653163e-04 5.722527e-04
[38,] 1.310893e-04 1.881920e-04 2.830740e-04 4.239380e-04 6.139262e-04
[39,] 1.319182e-04 2.400208e-04 4.120087e-04 6.562861e-04 9.679615e-04
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[22,] 1.566013e-02 1.700902e-02 1.715822e-02 1.613180e-02 0.0142609312
[23,] 1.608533e-02 1.689292e-02 1.644907e-02 1.489729e-02 0.0126655555
[24,] 1.436624e-02 1.458615e-02 1.370601e-02 1.195405e-02 0.0097717978
[25,] 1.108762e-02 1.088504e-02 9.869914e-03 8.290751e-03 0.0065210280
[26,] 7.363706e-03 6.992681e-03 6.122872e-03 4.964720e-03 0.0037809595
[27,] 4.201255e-03 3.869429e-03 3.293077e-03 2.618090e-03 0.0020010242
[28,] 2.080714e-03 1.893829e-03 1.630841e-03 1.377874e-03 0.0012152220
[29,] 9.717350e-04 9.636204e-04 9.813612e-04 1.066495e-03 0.0012480528
[30,] 6.094311e-04 7.967098e-04 1.071596e-03 1.435871e-03 0.0018724674
[31,] 7.383315e-04 1.140727e-03 1.657358e-03 2.241248e-03 0.0028238926
[32,] 1.185521e-03 1.799752e-03 2.505899e-03 3.201430e-03 0.0037734500
[33,] 1.812355e-03 2.574903e-03 3.352000e-03 4.001033e-03 0.0043962927
[34,] 2.458716e-03 3.246190e-03 3.941024e-03 4.399374e-03 0.0045236417
[35,] 2.948333e-03 3.630509e-03 4.132102e-03 4.346138e-03 0.0042235502
[36,] 3.148036e-03 3.653613e-03 3.946896e-03 3.968476e-03 0.0037054328
[37,] 3.028631e-03 3.364990e-03 3.510848e-03 3.436817e-03 0.0031394557
[38,] 2.678536e-03 2.891003e-03 2.956228e-03 2.853194e-03 0.0025736595
[39,] 2.257452e-03 2.373750e-03 2.380333e-03 2.259182e-03 0.0020015357
[40,] 1.917394e-03 1.931360e-03 1.863771e-03 1.707190e-03 0.0014607195
[41,] 1.738682e-03 1.640216e-03 1.486761e-03 1.285274e-03 0.0010427061
[42,] 1.717871e-03 1.529971e-03 1.309620e-03 1.070816e-03 0.0008233590
[43,] 1.803486e-03 1.585276e-03 1.336977e-03 1.070299e-03 0.0007992477
[44,] 1.932459e-03 1.743584e-03 1.495232e-03 1.198236e-03 0.0008816833
[45,] 2.030894e-03 1.892366e-03 1.644959e-03 1.310971e-03 0.0009448728
[46,] 2.008091e-03 1.899010e-03 1.642668e-03 1.282884e-03 0.0008966609
[47,] 1.794831e-03 1.685543e-03 1.426668e-03 1.079518e-03 0.0007265663
[48,] 1.405203e-03 1.288879e-03 1.055743e-03 7.687263e-04 0.0004962158
[49,] 9.438653e-04 8.368473e-04 6.591752e-04 4.601467e-04 0.0002842582
[50,] 5.373262e-04 4.578305e-04 3.456056e-04 2.308356e-04 0.0001363173
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 0.0002306639 3.452360e-04 4.599653e-04 5.446161e-04 5.723010e-04
 [2,] 0.0004947640 6.972330e-04 8.770839e-04 9.828775e-04 9.794719e-04
 [3,] 0.0009091069 1.201036e-03 1.420987e-03 1.502167e-03 1.415902e-03
 [4,] 0.0014401925 1.775889e-03 1.967838e-03 1.955212e-03 1.738232e-03
 [5,] 0.0019788563 2.269807e-03 2.347324e-03 2.185764e-03 1.830279e-03
 [6,] 0.0023695820 2.526577e-03 2.437480e-03 2.130123e-03 1.689253e-03
 [7,] 0.0024827415 2.473171e-03 2.243721e-03 1.867355e-03 1.439889e-03
 [8,] 0.0022916644 2.168451e-03 1.901600e-03 1.576076e-03 1.261421e-03
 [9,] 0.0019003363 1.776124e-03 1.599533e-03 1.427950e-03 1.278078e-03
[10,] 0.0014908788 1.473173e-03 1.470225e-03 1.486392e-03 1.481749e-03
[11,] 0.0012232587 1.355261e-03 1.523084e-03 1.676900e-03 1.739030e-03
[12,] 0.0011690675 1.413757e-03 1.671448e-03 1.858332e-03 1.890695e-03
[13,] 0.0013302636 1.601234e-03 1.836653e-03 1.948733e-03 1.878279e-03
[14,] 0.0017077859 1.918031e-03 2.037824e-03 2.002425e-03 1.795463e-03
[15,] 0.0023486497 2.441382e-03 2.393321e-03 2.179324e-03 1.828715e-03
[16,] 0.0033467551 3.290896e-03 3.052007e-03 2.649938e-03 2.150658e-03
[17,] 0.0048094524 4.566956e-03 4.111418e-03 3.504842e-03 2.834384e-03
[18,] 0.0067722571 6.262046e-03 5.532823e-03 4.680433e-03 3.795587e-03
[19,] 0.0090497197 8.144941e-03 7.059264e-03 5.908918e-03 4.770215e-03
[20,] 0.0111302318 9.718044e-03 8.224259e-03 6.765155e-03 5.385681e-03
[21,] 0.0122989955 1.038375e-02 8.540877e-03 6.860995e-03 5.345945e-03
[22,] 0.0120109087 9.781965e-03 7.792435e-03 6.085799e-03 4.621021e-03
[23,] 0.0102564835 8.045840e-03 6.195364e-03 4.697039e-03 3.481968e-03
[24,] 0.0076069995 5.749011e-03 4.286849e-03 3.177516e-03 2.347424e-03
[25,] 0.0048919347 3.585798e-03 2.633392e-03 1.982968e-03 1.573860e-03
[26,] 0.0027768733 2.047681e-03 1.594677e-03 1.375030e-03 1.341358e-03
[27,] 0.0015512790 1.312376e-03 1.276658e-03 1.408266e-03 1.656079e-03
[28,] 0.0011935545 1.329096e-03 1.607083e-03 1.982545e-03 2.381154e-03
[29,] 0.0015376202 1.929193e-03 2.392982e-03 2.864400e-03 3.245529e-03
[30,] 0.0023550526 2.854089e-03 3.327288e-03 3.704095e-03 3.890739e-03
[31,] 0.0033428134 3.757247e-03 4.037066e-03 4.141249e-03 4.019012e-03
[32,] 0.0041443425 4.292684e-03 4.234535e-03 3.989248e-03 3.568052e-03
[33,] 0.0044813455 4.282964e-03 3.878302e-03 3.347013e-03 2.747660e-03
[34,] 0.0043041079 3.817641e-03 3.184414e-03 2.515541e-03 1.885429e-03
[35,] 0.0037957091 3.163362e-03 2.455714e-03 1.784487e-03 1.217925e-03
[36,] 0.0032026258 2.555227e-03 1.879346e-03 1.274466e-03 7.979992e-04
[37,] 0.0026550564 2.062393e-03 1.462207e-03 9.424212e-04 5.512432e-04
[38,] 0.0021432935 1.629392e-03 1.121054e-03 6.940388e-04 3.853761e-04
[39,] 0.0016306009 1.206188e-03 8.028038e-04 4.779264e-04 2.535981e-04
[40,] 0.0011481089 8.177837e-04 5.228945e-04 2.983206e-04 1.513122e-04
[41,] 0.0007796995 5.293841e-04 3.229122e-04 1.757596e-04 8.501551e-05
[42,] 0.0005845590 3.772741e-04 2.188931e-04 1.133537e-04 5.216514e-05
[43,] 0.0005471175 3.386542e-04 1.877832e-04 9.273449e-05 4.064389e-05
[44,] 0.0005873456 3.507940e-04 1.866854e-04 8.819818e-05 3.691167e-05
[45,] 0.0006101371 3.509098e-04 1.791205e-04 8.098115e-05 3.238930e-05
[46,] 0.0005578241 3.078785e-04 1.504713e-04 6.505047e-05 2.486017e-05
[47,] 0.0004336747 2.291645e-04 1.071021e-04 4.424592e-05 1.615241e-05
[48,] 0.0002835132 1.432490e-04 6.397435e-05 2.524597e-05 8.801992e-06
[49,] 0.0001552739 7.496406e-05 3.197902e-05 1.205233e-05 4.012690e-06
[50,] 0.0000711450 3.280812e-05 1.336611e-05 4.810416e-06 1.529315e-06
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.331597e-04 4.399684e-04 3.213928e-04 2.077271e-04 1.187537e-04
 [2,] 8.667488e-04 6.803112e-04 4.732170e-04 2.915341e-04 1.590173e-04
 [3,] 1.187861e-03 8.857420e-04 5.864488e-04 3.445935e-04 1.797018e-04
 [4,] 1.380200e-03 9.775438e-04 6.172412e-04 3.476234e-04 1.749536e-04
 [5,] 1.377097e-03 9.312236e-04 5.670676e-04 3.123201e-04 1.567230e-04
 [6,] 1.219624e-03 8.062340e-04 4.922080e-04 2.805690e-04 1.509205e-04
 [7,] 1.041752e-03 7.168070e-04 4.737602e-04 3.011546e-04 1.824667e-04
 [8,] 9.899594e-04 7.621069e-04 5.666564e-04 3.975434e-04 2.573965e-04
 [9,] 1.130764e-03 9.596589e-04 7.581930e-04 5.456201e-04 3.528544e-04
[10,] 1.402843e-03 1.223401e-03 9.640157e-04 6.790555e-04 4.251996e-04
[11,] 1.650798e-03 1.410492e-03 1.075163e-03 7.278616e-04 4.366373e-04
[12,] 1.732749e-03 1.418533e-03 1.032948e-03 6.676209e-04 3.826310e-04
[13,] 1.628254e-03 1.262890e-03 8.741214e-04 5.394242e-04 2.968684e-04
[14,] 1.458606e-03 1.070234e-03 7.089019e-04 4.245664e-04 2.306859e-04
[15,] 1.410571e-03 1.001395e-03 6.566175e-04 3.994213e-04 2.262247e-04
[16,] 1.635550e-03 1.170184e-03 7.898100e-04 5.024375e-04 2.996716e-04
[17,] 2.179919e-03 1.594668e-03 1.104849e-03 7.188417e-04 4.344834e-04
[18,] 2.945664e-03 2.174473e-03 1.511705e-03 9.783132e-04 5.832203e-04
[19,] 3.689433e-03 2.704018e-03 1.854377e-03 1.176795e-03 6.867900e-04
[20,] 4.104860e-03 2.954078e-03 1.982268e-03 1.232150e-03 7.134311e-04
[21,] 3.985983e-03 2.803867e-03 1.846381e-03 1.146522e-03 6.944247e-04
[22,] 3.365219e-03 2.329554e-03 1.545702e-03 1.022294e-03 7.216967e-04
[23,] 2.506057e-03 1.768071e-03 1.276004e-03 1.007044e-03 8.951432e-04
[24,] 1.753579e-03 1.382913e-03 1.216793e-03 1.201375e-03 1.247960e-03
[25,] 1.368181e-03 1.338586e-03 1.439865e-03 1.594187e-03 1.704303e-03
[26,] 1.451492e-03 1.657003e-03 1.890567e-03 2.067988e-03 2.109490e-03
[27,] 1.956818e-03 2.237937e-03 2.426297e-03 2.462256e-03 2.316152e-03
[28,] 2.711259e-03 2.889489e-03 2.867294e-03 2.643378e-03 2.258789e-03
[29,] 3.433324e-03 3.364135e-03 3.044190e-03 2.544435e-03 1.966623e-03
[30,] 3.808456e-03 3.442014e-03 2.858595e-03 2.179919e-03 1.529177e-03
[31,] 3.643936e-03 3.051810e-03 2.343296e-03 1.644434e-03 1.055185e-03
[32,] 2.994609e-03 2.328645e-03 1.660992e-03 1.080358e-03 6.395565e-04
[33,] 2.126195e-03 1.531684e-03 1.015328e-03 6.141366e-04 3.374209e-04
[34,] 1.334508e-03 8.834441e-04 5.409129e-04 3.033367e-04 1.547417e-04
[35,] 7.807013e-04 4.681060e-04 2.606897e-04 1.337466e-04 6.274995e-05
[36,] 4.621527e-04 2.478185e-04 1.229827e-04 5.635457e-05 2.375623e-05
[37,] 2.927091e-04 1.413585e-04 6.225922e-05 2.508283e-05 9.266162e-06
[38,] 1.916869e-04 8.544312e-05 3.419064e-05 1.231874e-05 4.011981e-06
[39,] 1.197234e-04 5.025806e-05 1.876665e-05 6.240987e-06 1.852303e-06
[40,] 6.809297e-05 2.715990e-05 9.598628e-06 3.006273e-06 8.349748e-07
[41,] 3.645817e-05 1.384333e-05 4.650996e-06 1.382284e-06 3.634188e-07
[42,] 2.127971e-05 7.683615e-06 2.453764e-06 6.927610e-07 1.728753e-07
[43,] 1.577753e-05 5.418414e-06 1.645173e-06 4.414686e-07 1.046772e-07
[44,] 1.366738e-05 4.474248e-06 1.294483e-06 3.309159e-07 7.473618e-08
[45,] 1.145269e-05 3.578814e-06 9.881060e-07 2.410179e-07 5.193357e-08
[46,] 8.395835e-06 2.505221e-06 6.603925e-07 1.537822e-07 3.163322e-08
[47,] 5.209702e-06 1.484422e-06 3.736334e-07 8.307393e-08 1.631576e-08
[48,] 2.711021e-06 7.376093e-07 1.772754e-07 3.763508e-08 7.057579e-09
[49,] 1.180154e-06 3.065982e-07 7.035927e-08 1.426234e-08 2.553739e-09
[50,] 4.294742e-07 1.065364e-07 2.334403e-08 4.518239e-09 7.724628e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.003588e-05 2.683839e-05 1.061025e-05 3.710697e-06 1.148742e-06
 [2,] 7.678859e-05 3.283738e-05 1.244481e-05 4.185910e-06 1.252740e-06
 [3,] 8.323269e-05 3.430010e-05 1.261657e-05 4.163745e-06 1.242474e-06
 [4,] 7.898742e-05 3.219339e-05 1.195499e-05 4.092171e-06 1.306756e-06
 [5,] 7.239151e-05 3.114370e-05 1.260464e-05 4.819740e-06 1.734842e-06
 [6,] 7.707714e-05 3.730815e-05 1.695404e-05 7.135528e-06 2.743754e-06
 [7,] 1.037235e-04 5.438416e-05 2.592532e-05 1.111923e-05 4.260663e-06
 [8,] 1.512762e-04 7.982614e-05 3.756750e-05 1.570521e-05 5.818731e-06
 [9,] 2.034969e-04 1.042170e-04 4.728621e-05 1.898452e-05 6.739641e-06
[10,] 2.359898e-04 1.159221e-04 5.036058e-05 1.934276e-05 6.567571e-06
[11,] 2.318568e-04 1.089294e-04 4.527530e-05 1.665190e-05 5.422227e-06
[12,] 1.944169e-04 8.760906e-05 3.504612e-05 1.246604e-05 3.952987e-06
[13,] 1.459130e-04 6.422148e-05 2.541399e-05 9.091176e-06 2.959044e-06
[14,] 1.142648e-04 5.188697e-05 2.171371e-05 8.403625e-06 3.010825e-06
[15,] 1.194464e-04 5.867055e-05 2.667468e-05 1.115630e-05 4.273125e-06
[16,] 1.661559e-04 8.483914e-05 3.958529e-05 1.682618e-05 6.555030e-06
[17,] 2.414584e-04 1.224951e-04 5.667489e-05 2.417094e-05 9.805700e-06
[18,] 3.182015e-04 1.590810e-04 7.402989e-05 3.338259e-05 1.556983e-05
[19,] 3.698880e-04 1.878186e-04 9.444849e-05 5.036621e-05 2.951089e-05
[20,] 3.955682e-04 2.225066e-04 1.357417e-04 9.106452e-05 6.336743e-05
[21,] 4.376537e-04 3.046874e-04 2.320499e-04 1.798482e-04 1.322747e-04
[22,] 5.701928e-04 4.880829e-04 4.177568e-04 3.352236e-04 2.437477e-04
[23,] 8.509841e-04 7.968917e-04 6.937040e-04 5.453307e-04 3.822802e-04
[24,] 1.262103e-03 1.181564e-03 9.986087e-04 7.533317e-04 5.046790e-04
[25,] 1.688762e-03 1.517297e-03 1.222239e-03 8.774784e-04 5.595793e-04
[26,] 1.971373e-03 1.668316e-03 1.268565e-03 8.620775e-04 5.216468e-04
[27,] 2.001477e-03 1.575533e-03 1.121357e-03 7.171267e-04 4.100804e-04
[28,] 1.781886e-03 1.290102e-03 8.513299e-04 5.084949e-04 2.732200e-04
[29,] 1.405655e-03 9.269921e-04 5.614003e-04 3.102649e-04 1.554265e-04
[30,] 9.891956e-04 5.908689e-04 3.255496e-04 1.648297e-04 7.625418e-05
[31,] 6.208007e-04 3.360078e-04 1.676964e-04 7.717207e-05 3.265389e-05
[32,] 3.450326e-04 1.701982e-04 7.706994e-05 3.213566e-05 1.234941e-05
[33,] 1.682212e-04 7.623465e-05 3.151772e-05 1.193875e-05 4.158583e-06
[34,] 7.155249e-05 2.997198e-05 1.139400e-05 3.945122e-06 1.249601e-06
[35,] 2.677571e-05 1.035909e-05 3.631200e-06 1.154930e-06 3.343539e-07
[36,] 9.173031e-06 3.231512e-06 1.035652e-06 3.015767e-07 7.983638e-08
[37,] 3.142900e-06 9.786390e-07 2.794055e-07 7.301541e-08 1.743998e-08
[38,] 1.186471e-06 3.200910e-07 7.910020e-08 1.795772e-08 3.751336e-09
[39,] 4.921185e-07 1.175058e-07 2.534101e-08 4.963905e-09 8.884804e-10
[40,] 2.058963e-07 4.515663e-08 8.830507e-09 1.545043e-09 2.429811e-10
[41,] 8.454620e-08 1.741355e-08 3.177990e-09 5.145591e-10 7.405137e-11
[42,] 3.812940e-08 7.433488e-09 1.281168e-09 1.952665e-10 2.633058e-11
[43,] 2.192930e-08 4.058806e-09 6.637030e-10 9.588780e-11 1.224041e-11
[44,] 1.491097e-08 2.628002e-09 4.091519e-10 5.627018e-11 6.836093e-12
[45,] 9.885153e-09 1.662053e-09 2.468480e-10 3.238428e-11 3.752817e-12
[46,] 5.747849e-09 9.225417e-10 1.307931e-10 1.637946e-11 1.811880e-12
[47,] 2.830538e-09 4.337564e-10 5.871364e-11 7.020152e-12 7.414263e-13
[48,] 1.169055e-09 1.710518e-10 2.210730e-11 2.523815e-12 2.545030e-13
[49,] 4.039029e-10 5.642742e-11 6.963352e-12 7.590320e-13 7.308281e-14
[50,] 1.166541e-10 1.556090e-11 1.833514e-12 1.908302e-13 1.754379e-14

> 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  
    27257.9       -403.9  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1vzng1256746295.ps tmp/1vzng1256746295.png")
> system("convert tmp/2uucg1256746295.ps tmp/2uucg1256746295.png")
> system("convert tmp/3wkap1256746295.ps tmp/3wkap1256746295.png")
> system("convert tmp/4g3fn1256746295.ps tmp/4g3fn1256746295.png")
> system("convert tmp/5h9un1256746295.ps tmp/5h9un1256746295.png")
> system("convert tmp/6ztyo1256746295.ps tmp/6ztyo1256746295.png")
> system("convert tmp/7s6ky1256746295.ps tmp/7s6ky1256746295.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.968   1.273   2.702