R version 2.7.2 (2008-08-25)
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(692.4,877.3,536.8,705.9,951,755.7,695.5,744.8,672.1,666.6,760.8,756,604.4,883.9,527.9,756.2,812.9,655.6,707.6,612.6,659.2,833.4,727.8,797.2,753,762,613.7,759.2,816.4,736.8,680.1,736.5,637.2,801.9,772.3,897.3,792.1,826.8,666.8,906.6,871.4,891,739.2,833.6,715.6,871.6,751.6,1005.5,681.2,837.3,674.7,806.3,860.2,689.8,691.6,682.6,800.1,1023.7,733.5,875.3)
> y <- c(24.67,25.59,26.09,28.37,27.34,24.46,27.46,30.23,32.33,29.87,24.87,25.48,27.28,28.24,29.58,26.95,29.08,28.76,29.59,30.7,30.52,32.67,33.19,37.13,35.54,37.75,41.84,42.94,49.14,44.61,40.22,44.23,45.85,53.38,53.26,51.8,55.3,57.81,63.96,63.77,59.15,56.12,57.42,63.52,61.71,63.01,68.18,72.03,69.75,74.41,74.33,64.24,60.03,59.44,62.5,55.04,58.34,61.92,67.65,67.68)
> x <- c(0.9554,0.9922,0.9778,0.9808,0.9811,1.0014,1.0183,1.0622,1.0773,1.0807,1.0848,1.1582,1.1663,1.1372,1.1139,1.1222,1.1692,1.1702,1.2286,1.2613,1.2646,1.2262,1.1985,1.2007,1.2138,1.2266,1.2176,1.2218,1.249,1.2991,1.3408,1.3119,1.3014,1.3201,1.2938,1.2694,1.2165,1.2037,1.2292,1.2256,1.2015,1.1786,1.1856,1.2103,1.1938,1.202,1.2271,1.277,1.265,1.2684,1.2811,1.2727,1.2611,1.2881,1.3213,1.2999,1.3074,1.3242,1.3516,1.3511)
> par7 = 'UitvoernrUSA'
> par6 = 'Brent'
> par5 = 'Wisselkoers'
> 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/18mnm1226444765.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/28tiv1226444765.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/3hxbv1226444765.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/4dy3e1226444765.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/5sojt1226444765.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  
     -81.13       105.72  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6w3rw1226444765.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] 17.79151 19.08308 20.37465 21.66622 22.95779 24.24937 25.54094 26.83251
 [9] 28.12408 29.41565 30.70722 31.99879 33.29036 34.58193 35.87350 37.16508
[17] 38.45665 39.74822 41.03979 42.33136 43.62293 44.91450 46.20607 47.49764
[25] 48.78921 50.08079 51.37236 52.66393 53.95550 55.24707 56.53864 57.83021
[33] 59.12178 60.41335 61.70492 62.99650 64.28807 65.57964 66.87121 68.16278
[41] 69.45435 70.74592 72.03749 73.32906 74.62063 75.91221 77.20378 78.49535
[49] 79.78692 81.07849

$yords
 [1]  456.6296  469.6570  482.6843  495.7117  508.7391  521.7664  534.7938
 [8]  547.8211  560.8485  573.8759  586.9032  599.9306  612.9580  625.9853
[15]  639.0127  652.0401  665.0674  678.0948  691.1221  704.1495  717.1769
[22]  730.2042  743.2316  756.2590  769.2863  782.3137  795.3410  808.3684
[29]  821.3958  834.4231  847.4505  860.4779  873.5052  886.5326  899.5599
[36]  912.5873  925.6147  938.6420  951.6694  964.6968  977.7241  990.7515
[43] 1003.7789 1016.8062 1029.8336 1042.8609 1055.8883 1068.9157 1081.9430
[50] 1094.9704

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.511116e-04 3.310769e-04 4.069928e-04 4.692803e-04 5.119813e-04
 [2,] 3.882058e-04 5.236660e-04 6.584812e-04 7.762004e-04 8.648009e-04
 [3,] 5.535204e-04 7.631651e-04 9.806421e-04 1.180691e-03 1.342450e-03
 [4,] 7.293299e-04 1.026851e-03 1.347061e-03 1.654990e-03 1.918683e-03
 [5,] 8.894393e-04 1.277911e-03 1.710088e-03 2.142025e-03 2.529805e-03
 [6,] 1.004958e-03 1.472918e-03 2.009576e-03 2.564556e-03 3.083055e-03
 [7,] 1.052332e-03 1.573444e-03 2.188366e-03 2.844305e-03 3.478675e-03
 [8,] 1.020832e-03 1.557856e-03 2.209351e-03 2.924854e-03 3.638679e-03
 [9,] 9.164680e-04 1.428718e-03 2.067649e-03 2.789658e-03 3.531413e-03
[10,] 7.604460e-04 1.212530e-03 1.792824e-03 2.467938e-03 3.182127e-03
[11,] 5.824809e-04 9.514819e-04 1.439790e-03 2.025751e-03 2.665190e-03
[12,] 4.116879e-04 6.904065e-04 1.071766e-03 1.545415e-03 2.080785e-03
[13,] 2.688713e-04 4.643307e-04 7.421524e-04 1.101401e-03 1.525098e-03
[14,] 1.630953e-04 2.914607e-04 4.824670e-04 7.421122e-04 1.065465e-03
[15,] 9.298882e-05 1.733447e-04 3.000357e-04 4.836850e-04 7.291533e-04
[16,] 5.097106e-05 1.003475e-04 1.841439e-04 3.158132e-04 5.076729e-04
[17,] 2.780545e-05 5.868872e-05 1.158778e-04 2.142905e-04 3.714941e-04
[18,] 1.566675e-05 3.583529e-05 7.668853e-05 1.534381e-04 2.867424e-04
[19,] 9.280641e-06 2.297836e-05 5.302006e-05 1.138158e-04 2.269441e-04
[20,] 5.693037e-06 1.508738e-05 3.706799e-05 8.430232e-05 1.772574e-04
[21,] 3.493564e-06 9.783801e-06 2.529950e-05 6.034899e-05 1.327026e-04
[22,] 2.078421e-06 6.095193e-06 1.646582e-05 4.095520e-05 9.376070e-05
[23,] 1.178749e-06 3.601342e-06 1.012464e-05 2.618587e-05 6.229686e-05
[24,] 6.383414e-07 2.025523e-06 5.913682e-06 1.588361e-05 3.924392e-05
[25,] 3.401778e-07 1.115717e-06 3.371447e-06 9.383218e-06 2.404676e-05
[26,] 1.935109e-07 6.473070e-07 2.003183e-06 5.729997e-06 1.513849e-05
[27,] 1.337208e-07 4.451633e-07 1.380238e-06 3.981134e-06 1.066927e-05
[28,] 1.191849e-07 3.890236e-07 1.186852e-06 3.384738e-06 9.019405e-06
[29,] 1.248580e-07 4.029125e-07 1.213069e-06 3.412598e-06 8.979961e-06
[30,] 1.360009e-07 4.401153e-07 1.324173e-06 3.711072e-06 9.705525e-06
[31,] 1.441683e-07 4.722027e-07 1.433735e-06 4.042301e-06 1.060248e-05
[32,] 1.454028e-07 4.839961e-07 1.490664e-06 4.253574e-06 1.126247e-05
[33,] 1.393933e-07 4.717317e-07 1.475902e-06 4.272760e-06 1.145883e-05
[34,] 1.284278e-07 4.407764e-07 1.398761e-06 4.106134e-06 1.115819e-05
[35,] 1.158016e-07 4.012517e-07 1.286625e-06 3.818380e-06 1.049165e-05
[36,] 1.041511e-07 3.626145e-07 1.169450e-06 3.493682e-06 9.669620e-06
[37,] 9.443571e-08 3.295866e-07 1.065847e-06 3.194346e-06 8.873793e-06
[38,] 8.595241e-08 3.011896e-07 9.772344e-07 2.937030e-06 8.179644e-06
[39,] 7.718784e-08 2.728533e-07 8.917575e-07 2.696141e-06 7.544934e-06
[40,] 6.691681e-08 2.399795e-07 7.943843e-07 2.428575e-06 6.861104e-06
[41,] 5.493135e-08 2.008566e-07 6.769172e-07 2.103693e-06 6.031960e-06
[42,] 4.209358e-08 1.575247e-07 5.427135e-07 1.722071e-06 5.034754e-06
[43,] 2.982466e-08 1.145320e-07 4.045801e-07 1.315031e-06 3.934283e-06
[44,] 1.941925e-08 7.666309e-08 2.782326e-07 9.285184e-07 2.849973e-06
[45,] 1.157408e-08 4.702981e-08 1.756085e-07 6.026563e-07 1.901185e-06
[46,] 6.298615e-09 2.636479e-08 1.013820e-07 3.581806e-07 1.162799e-06
[47,] 3.124609e-09 1.348071e-08 5.341917e-08 1.944387e-07 6.501441e-07
[48,] 1.411450e-09 6.278978e-09 2.565174e-08 9.624380e-08 3.316545e-07
[49,] 5.801454e-10 2.661847e-09 1.121475e-08 4.338835e-08 1.541538e-07
[50,] 2.168666e-10 1.026462e-09 4.460896e-09 1.780092e-08 6.522569e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.350208e-04 5.443192e-04 5.500378e-04 5.641881e-04 5.987006e-04
 [2,] 9.211983e-04 9.524055e-04 9.731692e-04 1.001891e-03 1.057038e-03
 [3,] 1.457267e-03 1.531935e-03 1.586080e-03 1.645875e-03 1.737809e-03
 [4,] 2.121208e-03 2.267193e-03 2.380755e-03 2.496766e-03 2.650869e-03
 [5,] 2.846132e-03 3.091335e-03 3.292990e-03 3.495031e-03 3.743092e-03
 [6,] 3.526701e-03 3.889723e-03 4.201626e-03 4.515108e-03 4.886442e-03
 [7,] 4.043050e-03 4.524475e-03 4.952423e-03 5.387135e-03 5.895792e-03
 [8,] 4.295067e-03 4.873682e-03 5.401562e-03 5.943898e-03 6.577968e-03
 [9,] 4.233891e-03 4.870151e-03 5.462103e-03 6.075659e-03 6.795323e-03
[10,] 3.877924e-03 4.523614e-03 5.133568e-03 5.768915e-03 6.515996e-03
[11,] 3.306975e-03 3.917455e-03 4.502140e-03 5.111800e-03 5.827324e-03
[12,] 2.636921e-03 3.181687e-03 3.712095e-03 4.264409e-03 4.906539e-03
[13,] 1.984725e-03 2.453033e-03 2.920556e-03 3.407364e-03 3.962470e-03
[14,] 1.437015e-03 1.837080e-03 2.252816e-03 2.689012e-03 3.172625e-03
[15,] 1.033234e-03 1.385551e-03 1.773415e-03 2.189348e-03 2.638085e-03
[16,] 7.673841e-04 1.094784e-03 1.480847e-03 1.910336e-03 2.368363e-03
[17,] 6.041621e-04 9.224866e-04 1.324271e-03 1.791986e-03 2.296203e-03
[18,] 5.000070e-04 8.130037e-04 1.232692e-03 1.744959e-03 2.312979e-03
[19,] 4.197923e-04 7.197815e-04 1.143836e-03 1.686102e-03 2.310533e-03
[20,] 3.442830e-04 6.174089e-04 1.022341e-03 1.564218e-03 2.215203e-03
[21,] 2.688745e-04 5.018897e-04 8.632355e-04 1.368936e-03 2.004172e-03
[22,] 1.975349e-04 3.829792e-04 6.834487e-04 1.123202e-03 1.701608e-03
[23,] 1.363193e-04 2.743888e-04 5.081357e-04 8.661129e-04 1.359798e-03
[24,] 8.919045e-05 1.864709e-04 3.586910e-04 6.350149e-04 1.035259e-03
[25,] 5.673669e-05 1.232384e-04 2.464458e-04 4.538088e-04 7.697993e-04
[26,] 3.691784e-05 8.306347e-05 1.723729e-04 3.298824e-04 5.822802e-04
[27,] 2.653359e-05 6.116289e-05 1.305506e-04 2.578310e-04 4.709229e-04
[28,] 2.243775e-05 5.204962e-05 1.124386e-04 2.258920e-04 4.215760e-04
[29,] 2.211511e-05 5.097040e-05 1.098810e-04 2.213567e-04 4.162237e-04
[30,] 2.372428e-05 5.426794e-05 1.162449e-04 2.332129e-04 4.380597e-04
[31,] 2.591946e-05 5.916519e-05 1.263013e-04 2.524441e-04 4.727695e-04
[32,] 2.771879e-05 6.353103e-05 1.358582e-04 2.715443e-04 5.080471e-04
[33,] 2.850740e-05 6.589769e-05 1.417973e-04 2.845667e-04 5.336339e-04
[34,] 2.809643e-05 6.563789e-05 1.424866e-04 2.879286e-04 5.426730e-04
[35,] 2.670534e-05 6.302561e-05 1.380731e-04 2.812038e-04 5.333744e-04
[36,] 2.480230e-05 5.898789e-05 1.301893e-04 2.669484e-04 5.092997e-04
[37,] 2.285527e-05 5.459866e-05 1.210469e-04 2.492763e-04 4.774158e-04
[38,] 2.111767e-05 5.056355e-05 1.123452e-04 2.318081e-04 4.446486e-04
[39,] 1.955355e-05 4.695762e-05 1.045633e-04 2.160658e-04 4.147244e-04
[40,] 1.792361e-05 4.332409e-05 9.696501e-05 2.011110e-04 3.869165e-04
[41,] 1.596660e-05 3.904042e-05 8.823928e-05 1.844981e-04 3.571915e-04
[42,] 1.356934e-05 3.373050e-05 7.737961e-05 1.639316e-04 3.209767e-04
[43,] 1.083813e-05 2.750323e-05 6.432204e-05 1.387136e-04 2.760181e-04
[44,] 8.047843e-06 2.091435e-05 5.003718e-05 1.102572e-04 2.238719e-04
[45,] 5.514387e-06 1.470924e-05 3.609277e-05 8.149352e-05 1.693784e-04
[46,] 3.469218e-06 9.513866e-06 2.398646e-05 5.561070e-05 1.185905e-04
[47,] 1.997208e-06 5.637372e-06 1.462282e-05 3.486251e-05 7.640866e-05
[48,] 1.049755e-06 3.052228e-06 8.152984e-06 2.000959e-05 4.512753e-05
[49,] 5.029857e-07 1.507314e-06 4.148872e-06 1.048988e-05 2.436510e-05
[50,] 2.194656e-07 6.781172e-07 1.924224e-06 5.014695e-06 1.200333e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.641002e-04 7.682034e-04 9.145195e-04 0.0011009692 0.0013199375
 [2,] 1.154903e-03 1.307956e-03 1.522781e-03 0.0017979410 0.0021233254
 [3,] 1.884799e-03 2.104160e-03 2.405534e-03 0.0027881892 0.0032394189
 [4,] 2.872791e-03 3.183582e-03 3.594154e-03 0.0041029684 0.0046938680
 [5,] 4.073529e-03 4.508989e-03 5.057954e-03 0.0057142318 0.0064555696
 [6,] 5.358735e-03 5.954256e-03 6.674581e-03 0.0075031615 0.0084067795
 [7,] 6.529187e-03 7.308936e-03 8.226769e-03 0.0092503896 0.0103297036
 [8,] 7.363668e-03 8.324216e-03 9.442351e-03 0.0106681298 0.0119305404
 [9,] 7.690702e-03 8.790604e-03 1.007406e-02 0.0114773723 0.0129097690
[10,] 7.452306e-03 8.615750e-03 9.989528e-03 0.0115055906 0.0130611999
[11,] 6.729099e-03 7.864744e-03 9.228737e-03 0.0107603327 0.0123575424
[12,] 5.714314e-03 6.741739e-03 7.997878e-03 0.0094389545 0.0109770445
[13,] 4.649060e-03 5.521014e-03 6.600440e-03 0.0078652779 0.0092513734
[14,] 3.747328e-03 4.458976e-03 5.337327e-03 0.0063814980 0.0075554039
[15,] 3.139243e-03 3.723034e-03 4.419345e-03 0.0052440676 0.0061889593
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[32,] 0.0132636886 0.0123076065 0.0110384294 0.0095659265 0.0080059790
[33,] 0.0137811708 0.0130316194 0.0118633359 0.0103851834 0.0087361001
[34,] 0.0137743270 0.0132849293 0.0123064475 0.0109272398 0.0092886376
[35,] 0.0132427227 0.0130152582 0.0122761888 0.0110813992 0.0095556335
[36,] 0.0122591228 0.0122506234 0.0117543927 0.0107918061 0.0094597127
[37,] 0.0109444583 0.0110857590 0.0107983928 0.0100745869 0.0089809428
[38,] 0.0094441732 0.0096584088 0.0095239944 0.0090124873 0.0081640645
[39,] 0.0079112769 0.0081262486 0.0080803945 0.0077335727 0.0071058931
[40,] 0.0064895896 0.0066456514 0.0066246898 0.0063841488 0.0059311420
[41,] 0.0052902892 0.0053479889 0.0052971017 0.0051025888 0.0047663879
[42,] 0.0043659903 0.0043137500 0.0041965683 0.0039961395 0.0037177292
[43,] 0.0036973971 0.0035543740 0.0033615260 0.0031226846 0.0028539363
[44,] 0.0032058955 0.0030150157 0.0027657149 0.0024829027 0.0021972035
[45,] 0.0027906428 0.0026024506 0.0023356551 0.0020288234 0.0017252765
[46,] 0.0023722796 0.0022267386 0.0019848984 0.0016883916 0.0013866138
[47,] 0.0019206304 0.0018356783 0.0016490170 0.0013959912 0.0011237134
[48,] 0.0014544069 0.0014256707 0.0013043294 0.0011144378 0.0008942111
[49,] 0.0010183840 0.0010277531 0.0009638352 0.0008392283 0.0006803988
[50,] 0.0006548981 0.0006815942 0.0006575436 0.0005868826 0.0004851368
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 0.0003942826 0.0003166327 0.0002447681 1.808940e-04 1.267441e-04
 [2,] 0.0007290794 0.0005978445 0.0004725416 3.577015e-04 2.571705e-04
 [3,] 0.0012317913 0.0010302551 0.0008317567 6.442872e-04 4.749389e-04
 [4,] 0.0019034354 0.0016217845 0.0013357401 1.057627e-03 7.986367e-04
 [5,] 0.0026934668 0.0023343766 0.0019587211 1.583281e-03 1.223386e-03
 [6,] 0.0034955274 0.0030761323 0.0026252707 2.163174e-03 1.708175e-03
 [7,] 0.0041683766 0.0037165640 0.0032198915 2.699833e-03 2.175518e-03
 [8,] 0.0045787640 0.0041247323 0.0036191626 3.081682e-03 2.529460e-03
 [9,] 0.0046483248 0.0042153281 0.0037348883 3.221489e-03 2.687748e-03
[10,] 0.0043810791 0.0039800234 0.0035473442 3.089762e-03 2.613503e-03
[11,] 0.0038574483 0.0034877770 0.0031111381 2.725377e-03 2.329577e-03
[12,] 0.0031993320 0.0028549098 0.0025312418 2.218104e-03 1.907867e-03
[13,] 0.0025258812 0.0022018907 0.0019230323 1.673417e-03 1.440198e-03
[14,] 0.0019213379 0.0016182293 0.0013766648 1.178116e-03 1.006684e-03
[15,] 0.0014254582 0.0011484175 0.0009399407 7.813726e-04 6.559767e-04
[16,] 0.0010429749 0.0007982496 0.0006213017 4.946811e-04 4.024722e-04
[17,] 0.0007608941 0.0005516565 0.0004048230 3.043772e-04 2.360238e-04
[18,] 0.0005637714 0.0003874468 0.0002668706 1.871660e-04 1.356935e-04
[19,] 0.0004431134 0.0002903763 0.0001879563 1.219139e-04 8.087857e-05
[20,] 0.0004016098 0.0002562277 0.0001585192 9.574656e-05 5.738401e-05
[21,] 0.0004534354 0.0002925482 0.0001801594 1.056596e-04 5.925275e-05
[22,] 0.0006202300 0.0004157682 0.0002637193 1.573411e-04 8.810319e-05
[23,] 0.0009220332 0.0006443472 0.0004244139 2.619197e-04 1.510560e-04
[24,] 0.0013650840 0.0009886607 0.0006742045 4.307535e-04 2.575189e-04
[25,] 0.0019322921 0.0014413229 0.0010134235 6.691522e-04 4.151491e-04
[26,] 0.0025833925 0.0019737519 0.0014257385 9.714432e-04 6.261084e-04
[27,] 0.0032675269 0.0025429850 0.0018803247 1.320255e-03 8.852208e-04
[28,] 0.0039428676 0.0031068403 0.0023414839 1.691036e-03 1.180820e-03
[29,] 0.0045918081 0.0036394011 0.0027810154 2.059555e-03 1.497290e-03
[30,] 0.0052215671 0.0041374996 0.0031863546 2.408137e-03 1.817291e-03
[31,] 0.0058485703 0.0046139059 0.0035599506 2.727558e-03 2.122717e-03
[32,] 0.0064748062 0.0050806843 0.0039105980 3.014747e-03 2.395647e-03
[33,] 0.0070691628 0.0055315030 0.0042415649 3.268658e-03 2.621141e-03
[34,] 0.0075643968 0.0059320872 0.0045413168 3.486525e-03 2.791607e-03
[35,] 0.0078728222 0.0062242562 0.0047811238 3.661359e-03 2.909605e-03
[36,] 0.0079147254 0.0063428869 0.0049210962 3.781061e-03 2.985765e-03
[37,] 0.0076470197 0.0062388129 0.0049226080 3.829599e-03 3.031558e-03
[38,] 0.0070794396 0.0058972564 0.0047617224 3.790135e-03 3.050343e-03
[39,] 0.0062723786 0.0053437366 0.0044375605 3.649120e-03 3.031645e-03
[40,] 0.0053200000 0.0046365843 0.0039728484 3.400296e-03 2.952471e-03
[41,] 0.0043277340 0.0038518358 0.0034085723 3.048531e-03 2.786566e-03
[42,] 0.0033918226 0.0030674774 0.0027965087 2.613187e-03 2.518579e-03
[43,] 0.0025838863 0.0023505011 0.0021914390 2.129019e-03 2.156372e-03
[44,] 0.0019411728 0.0017471136 0.0016426038 1.641602e-03 1.734043e-03
[45,] 0.0014641899 0.0012767939 0.0011847616 1.196767e-03 1.302571e-03
[46,] 0.0011238488 0.0009325341 0.0008319393 8.281697e-04 9.124750e-04
[47,] 0.0008768808 0.0006885628 0.0005775417 5.494334e-04 5.978112e-04
[48,] 0.0006833241 0.0005129052 0.0004013168 3.547361e-04 3.693348e-04
[49,] 0.0005182093 0.0003789626 0.0002794301 2.263164e-04 2.181651e-04
[50,] 0.0003733136 0.0002711500 0.0001924612 1.437646e-04 1.253400e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 8.350543e-05 5.137790e-05 2.936261e-05 1.552721e-05 7.577233e-06
 [2,] 1.741408e-04 1.102572e-04 6.490488e-05 3.537635e-05 1.780164e-05
 [3,] 3.303310e-04 2.151359e-04 1.304082e-04 7.324704e-05 3.800226e-05
 [4,] 5.701414e-04 3.817475e-04 2.381947e-04 1.378353e-04 7.371948e-05
 [5,] 8.956703e-04 6.161675e-04 3.955733e-04 2.357592e-04 1.299591e-04
 [6,] 1.281231e-03 9.049116e-04 5.974116e-04 3.665810e-04 2.082185e-04
 [7,] 1.669717e-03 1.209631e-03 8.206851e-04 5.182428e-04 3.032245e-04
 [8,] 1.983655e-03 1.472414e-03 1.025806e-03 6.662608e-04 4.014186e-04
 [9,] 2.149975e-03 1.632950e-03 1.167078e-03 7.791296e-04 4.831575e-04
[10,] 2.127958e-03 1.651112e-03 1.209154e-03 8.290163e-04 5.288410e-04
[11,] 1.925692e-03 1.523389e-03 1.141464e-03 8.029191e-04 5.265215e-04
[12,] 1.595878e-03 1.283964e-03 9.825684e-04 7.081872e-04 4.769797e-04
[13,] 1.213785e-03 9.899955e-04 7.719701e-04 5.691998e-04 3.933261e-04
[14,] 8.498458e-04 6.997100e-04 5.542870e-04 4.172342e-04 2.953948e-04
[15,] 5.502218e-04 4.546212e-04 3.643722e-04 2.792415e-04 2.021869e-04
[16,] 3.316495e-04 2.727076e-04 2.198748e-04 1.709050e-04 1.262466e-04
[17,] 1.881225e-04 1.520781e-04 1.223016e-04 9.588637e-05 7.201324e-05
[18,] 1.023890e-04 7.986063e-05 6.318802e-05 4.952757e-05 3.761418e-05
[19,] 5.598412e-05 4.077059e-05 3.091145e-05 2.379971e-05 1.808809e-05
[20,] 3.503642e-05 2.244665e-05 1.533926e-05 1.106830e-05 8.175105e-06
[21,] 3.221544e-05 1.745313e-05 9.802636e-06 5.915681e-06 3.858070e-06
[22,] 4.642364e-05 2.324490e-05 1.129016e-05 5.505429e-06 2.812713e-06
[23,] 8.150523e-05 4.137749e-05 1.999307e-05 9.366484e-06 4.359127e-06
[24,] 1.444653e-04 7.663436e-05 3.894763e-05 1.930090e-05 9.493176e-06
[25,] 2.433387e-04 1.362537e-04 7.406841e-05 3.979134e-05 2.138777e-05
[26,] 3.850428e-04 2.292512e-04 1.345249e-04 7.894753e-05 4.650354e-05
[27,] 5.737274e-04 3.656581e-04 2.329974e-04 1.495422e-04 9.601741e-05
[28,] 8.096922e-04 5.550084e-04 3.846899e-04 2.689111e-04 1.865173e-04
[29,] 1.088109e-03 8.029459e-04 6.034647e-04 4.557810e-04 3.380564e-04
[30,] 1.396779e-03 1.105427e-03 8.941735e-04 7.225045e-04 5.676303e-04
[31,] 1.713841e-03 1.442418e-03 1.243042e-03 1.063787e-03 8.781378e-04
[32,] 2.008571e-03 1.775933e-03 1.611784e-03 1.447269e-03 1.246976e-03
[33,] 2.248326e-03 2.057555e-03 1.942556e-03 1.814130e-03 1.622213e-03
[34,] 2.410731e-03 2.245798e-03 2.176587e-03 2.095168e-03 1.933566e-03
[35,] 2.494892e-03 2.325948e-03 2.280175e-03 2.238801e-03 2.118045e-03
[36,] 2.523653e-03 2.320355e-03 2.263967e-03 2.237400e-03 2.149381e-03
[37,] 2.533148e-03 2.280546e-03 2.182144e-03 2.135525e-03 2.054335e-03
[38,] 2.553691e-03 2.262714e-03 2.108538e-03 2.012022e-03 1.903868e-03
[39,] 2.591704e-03 2.298459e-03 2.100490e-03 1.943020e-03 1.781075e-03
[40,] 2.622736e-03 2.376326e-03 2.169213e-03 1.964660e-03 1.741785e-03
[41,] 2.600416e-03 2.444683e-03 2.272698e-03 2.055301e-03 1.788500e-03
[42,] 2.478191e-03 2.435498e-03 2.335484e-03 2.146675e-03 1.871170e-03
[43,] 2.233386e-03 2.297338e-03 2.285276e-03 2.157982e-03 1.913771e-03
[44,] 1.880845e-03 2.020467e-03 2.087321e-03 2.034836e-03 1.852095e-03
[45,] 1.468657e-03 1.641197e-03 1.759021e-03 1.772973e-03 1.662928e-03
[46,] 1.058800e-03 1.224673e-03 1.359005e-03 1.416166e-03 1.370822e-03
[47,] 7.039826e-04 8.373437e-04 9.594307e-04 1.032796e-03 1.032098e-03
[48,] 4.326629e-04 5.243451e-04 6.180510e-04 6.863651e-04 7.079401e-04
[49,] 2.473482e-04 3.012236e-04 3.632421e-04 4.153274e-04 4.418735e-04
[50,] 1.330073e-04 1.594385e-04 1.949927e-04 2.288285e-04 2.508571e-04
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.406145e-06 1.408743e-06 5.356454e-07 1.871454e-07 6.006128e-08
 [2,] 8.254105e-06 3.521921e-06 1.381719e-06 4.981395e-07 1.649750e-07
 [3,] 1.817355e-05 7.999565e-06 3.238069e-06 1.204584e-06 4.116704e-07
 [4,] 3.635694e-05 1.650827e-05 6.894175e-06 2.646312e-06 9.332362e-07
 [5,] 6.608926e-05 3.095259e-05 1.333569e-05 5.281625e-06 1.921971e-06
 [6,] 1.091676e-04 5.273116e-05 2.343664e-05 9.576848e-06 3.595995e-06
 [7,] 1.638718e-04 8.162642e-05 3.742255e-05 1.577660e-05 6.112418e-06
 [8,] 2.235623e-04 1.148181e-04 5.429303e-05 2.361291e-05 9.439186e-06
 [9,] 2.772180e-04 1.467691e-04 7.157243e-05 3.211013e-05 1.324314e-05
[10,] 3.124851e-04 1.705060e-04 8.573563e-05 3.967400e-05 1.688074e-05
[11,] 3.202527e-04 1.800408e-04 9.332964e-05 4.454092e-05 1.955003e-05
[12,] 2.984700e-04 1.728164e-04 9.233293e-05 4.543858e-05 2.057185e-05
[13,] 2.530266e-04 1.508182e-04 8.302676e-05 4.212418e-05 1.966925e-05
[14,] 1.951793e-04 1.196930e-04 6.786748e-05 3.549081e-05 1.708887e-05
[15,] 1.370542e-04 8.640687e-05 5.043843e-05 2.717842e-05 1.349209e-05
[16,] 8.765872e-05 5.676061e-05 3.408891e-05 1.891977e-05 9.681051e-06
[17,] 5.110910e-05 3.394506e-05 2.095771e-05 1.197481e-05 6.313804e-06
[18,] 2.719970e-05 1.849495e-05 1.172562e-05 6.892712e-06 3.743259e-06
[19,] 1.324948e-05 9.194009e-06 5.974869e-06 3.609699e-06 2.017949e-06
[20,] 5.969090e-06 4.191952e-06 2.780514e-06 1.722585e-06 9.900690e-07
[21,] 2.638281e-06 1.810870e-06 1.203668e-06 7.572889e-07 4.451163e-07
[22,] 1.550165e-06 9.152694e-07 5.578981e-07 3.367939e-07 1.953039e-07
[23,] 2.063781e-06 1.007020e-06 5.045745e-07 2.554255e-07 1.280934e-07
[24,] 4.682883e-06 2.311249e-06 1.126034e-06 5.322057e-07 2.404436e-07
[25,] 1.150266e-05 6.112867e-06 3.150273e-06 1.546399e-06 7.133361e-07
[26,] 2.721932e-05 1.554002e-05 8.488378e-06 4.368505e-06 2.096236e-06
[27,] 6.058772e-05 3.680655e-05 2.115764e-05 1.136977e-05 5.668384e-06
[28,] 1.255818e-04 8.047643e-05 4.838741e-05 2.704798e-05 1.397965e-05
[29,] 2.406566e-04 1.615887e-04 1.011765e-04 5.867224e-05 3.138830e-05
[30,] 4.241159e-04 2.969074e-04 1.930022e-04 1.158985e-04 6.411098e-05
[31,] 6.847940e-04 4.980630e-04 3.354130e-04 2.083170e-04 1.190677e-04
[32,] 1.010617e-03 7.616980e-04 5.306154e-04 3.405474e-04 2.010232e-04
[33,] 1.361644e-03 1.061314e-03 7.638788e-04 5.062597e-04 3.085065e-04
[34,] 1.675265e-03 1.347658e-03 1.000976e-03 6.845547e-04 4.304541e-04
[35,] 1.886295e-03 1.562028e-03 1.195313e-03 8.426425e-04 5.463760e-04
[36,] 1.955003e-03 1.659406e-03 1.304534e-03 9.461564e-04 6.317978e-04
[37,] 1.888247e-03 1.630279e-03 1.309555e-03 9.734903e-04 6.676782e-04
[38,] 1.739858e-03 1.507931e-03 1.225249e-03 9.266212e-04 6.492683e-04
[39,] 1.587353e-03 1.354977e-03 1.095348e-03 8.315419e-04 5.891391e-04
[40,] 1.496012e-03 1.234910e-03 9.729878e-04 7.270159e-04 5.120020e-04
[41,] 1.489067e-03 1.183427e-03 8.968592e-04 6.472654e-04 4.437342e-04
[42,] 1.539355e-03 1.194342e-03 8.753895e-04 6.076751e-04 4.003972e-04
[43,] 1.585918e-03 1.226564e-03 8.865135e-04 6.005520e-04 3.827965e-04
[44,] 1.565784e-03 1.227206e-03 8.919148e-04 6.021565e-04 3.787473e-04
[45,] 1.443849e-03 1.157913e-03 8.572713e-04 5.863131e-04 3.710125e-04
[46,] 1.226149e-03 1.011037e-03 7.678442e-04 5.371147e-04 3.462807e-04
[47,] 9.522303e-04 8.090893e-04 6.324569e-04 4.546915e-04 3.006937e-04
[48,] 6.739845e-04 5.906673e-04 4.759623e-04 3.524900e-04 2.399031e-04
[49,] 4.340868e-04 3.925159e-04 3.262652e-04 2.491639e-04 1.747926e-04
[50,] 2.542196e-04 2.371925e-04 2.034284e-04 1.602745e-04 1.159720e-04

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
    659.008        2.200  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7457z1226444765.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] 0.9033150 0.9135267 0.9237383 0.9339499 0.9441616 0.9543732 0.9645848
 [8] 0.9747964 0.9850081 0.9952197 1.0054313 1.0156430 1.0258546 1.0360662
[15] 1.0462779 1.0564895 1.0667011 1.0769128 1.0871244 1.0973360 1.1075477
[22] 1.1177593 1.1279709 1.1381826 1.1483942 1.1586058 1.1688174 1.1790291
[29] 1.1892407 1.1994523 1.2096640 1.2198756 1.2300872 1.2402989 1.2505105
[36] 1.2607221 1.2709338 1.2811454 1.2913570 1.3015687 1.3117803 1.3219919
[43] 1.3322036 1.3424152 1.3526268 1.3628384 1.3730501 1.3832617 1.3934733
[50] 1.4036850

$yords
 [1]  456.6296  469.6570  482.6843  495.7117  508.7391  521.7664  534.7938
 [8]  547.8211  560.8485  573.8759  586.9032  599.9306  612.9580  625.9853
[15]  639.0127  652.0401  665.0674  678.0948  691.1221  704.1495  717.1769
[22]  730.2042  743.2316  756.2590  769.2863  782.3137  795.3410  808.3684
[29]  821.3958  834.4231  847.4505  860.4779  873.5052  886.5326  899.5599
[36]  912.5873  925.6147  938.6420  951.6694  964.6968  977.7241  990.7515
[43] 1003.7789 1016.8062 1029.8336 1042.8609 1055.8883 1068.9157 1081.9430
[50] 1094.9704

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.255483e-03 1.311012e-02 1.720241e-02 2.091770e-02 2.359442e-02
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 [9,] 0.0210786822 0.0109548396 5.277864e-03 2.356403e-03
[10,] 0.0214661138 0.0112830367 5.498720e-03 2.483611e-03
[11,] 0.0200178861 0.0106405719 5.245185e-03 2.396617e-03
[12,] 0.0170944898 0.0091882909 4.581033e-03 2.117383e-03
[13,] 0.0133687749 0.0072652541 3.663358e-03 1.712743e-03
[14,] 0.0095755852 0.0052606361 2.682402e-03 1.268489e-03
[15,] 0.0062831173 0.0034886307 1.798587e-03 8.602066e-04
[16,] 0.0037795775 0.0021197609 1.104610e-03 5.341981e-04
[17,] 0.0020902718 0.0011820618 6.219550e-04 3.039585e-04
[18,] 0.0010749517 0.0006089199 3.222607e-04 1.588044e-04
[19,] 0.0005371575 0.0002974619 1.560222e-04 7.685262e-05
[20,] 0.0002999624 0.0001513461 7.485825e-05 3.569173e-05
[21,] 0.0002372424 0.0001001017 4.240564e-05 1.799094e-05
[22,] 0.0002731598 0.0001006381 3.599479e-05 1.271827e-05
[23,] 0.0003689810 0.0001309649 4.397105e-05 1.413502e-05
[24,] 0.0005121933 0.0001845663 6.308124e-05 2.070942e-05
[25,] 0.0007170163 0.0002711561 9.922984e-05 3.570524e-05
[26,] 0.0010429872 0.0004287568 1.748209e-04 7.133118e-05
[27,] 0.0016392686 0.0007532430 3.469492e-04 1.590956e-04
[28,] 0.0028215881 0.0014515035 7.411022e-04 3.694808e-04
[29,] 0.0051772251 0.0029172308 1.601114e-03 8.421562e-04
[30,] 0.0096636822 0.0058084000 3.343990e-03 1.821244e-03
[31,] 0.0176245226 0.0110753974 6.588623e-03 3.678498e-03
[32,] 0.0306221432 0.0198681310 1.211170e-02 6.896630e-03
[33,] 0.0500294320 0.0332725840 2.069362e-02 1.198785e-02
[34,] 0.0764520652 0.0519115998 3.286691e-02 1.934935e-02
[35,] 0.1092126253 0.0755575132 4.865249e-02 2.910004e-02
[36,] 0.1461817249 0.1029541705 6.740805e-02 4.096982e-02
[37,] 0.1840859736 0.1319537221 8.786400e-02 5.428898e-02
[38,] 0.2191295226 0.1598774791 1.083020e-01 6.805814e-02
[39,] 0.2475834858 0.1838793978 1.267466e-01 8.102918e-02
[40,] 0.2661294778 0.2011773724 1.410953e-01 9.176178e-02
[41,] 0.2720855835 0.2092583827 1.492719e-01 9.871960e-02
[42,] 0.2638250945 0.2062909596 1.495714e-01 1.005228e-01
[43,] 0.2414629459 0.1917901427 1.412260e-01 9.637804e-02
[44,] 0.2074242810 0.1672086728 1.249419e-01 8.651187e-02
[45,] 0.1663161078 0.1359555510 1.030106e-01 7.231837e-02
[46,] 0.1238712987 0.1026084658 7.878266e-02 5.604608e-02
[47,] 0.0853648131 0.0716098613 5.568798e-02 4.012610e-02
[48,] 0.0542731280 0.0460811357 3.628055e-02 2.646905e-02
[49,] 0.0317671893 0.0272857027 2.174184e-02 1.605616e-02
[50,] 0.0170942427 0.0148451102 1.196781e-02 8.944269e-03

> 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  
      589.8        141.6  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/18mnm1226444765.ps tmp/18mnm1226444765.png")
> system("convert tmp/28tiv1226444765.ps tmp/28tiv1226444765.png")
> system("convert tmp/3hxbv1226444765.ps tmp/3hxbv1226444765.png")
> system("convert tmp/4dy3e1226444765.ps tmp/4dy3e1226444765.png")
> system("convert tmp/5sojt1226444765.ps tmp/5sojt1226444765.png")
> system("convert tmp/6w3rw1226444765.ps tmp/6w3rw1226444765.png")
> system("convert tmp/7457z1226444765.ps tmp/7457z1226444765.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.292   1.343   2.929