R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(1393.2,1108.1,1074.8,1323.5,1367,1190.7,1149.2,1281.9,1406.8,1392.4,1674.5,1529.8,1180.9,1282.8,1524.2,1524.6,1520.1,1881.9,1375.2,1336.5,1653.9,1404.3,1731.4,1330.8,1616.3,1503.7,1476.7,1565.6,1581.8,1407.7,1393.7,1662.4,1929,1352.8,1339.8,1251.2,1491.7,1540.7,1383.7,1827.5,1591.3,1289.2,1292,1368.3,1268.7,1454.4,1252.4,1305.4,1274.9,1089.8,1601.5,1418.9,1208.8,1145.7,1129.1,1073.6,1223.3,1135.5,1091.2,1116.3)
> y <- c(1076.7,1035.9,1037,1154,1237.2,996.6,1238.2,1153.4,1268.1,1156,1144.5,1232.9,1055.2,1109.7,1079.8,1126.3,1196.8,1130.4,1183.6,1200.9,1426.6,1080.4,1325.4,1230,1125.9,1174.5,1151.9,1439.3,1344.3,1319.1,1257.6,1249.1,1397.1,1348,1548.2,1377.6,1402.9,1167.6,1392.9,1547,1420,1266.4,1280.8,1128.6,1449.5,1511.7,1548.3,1652,1650.5,1370.8,1653.3,1474.3,1418.8,1554.1,1156.6,1223.4,1337.5,1098.9,1037.6,1202.5)
> x <- c(0.818465,0.800641,0.769764,0.745823,0.762253,0.768403,0.757518,0.772917,0.787774,0.82203,0.830772,0.813537,0.815927,0.832293,0.848464,0.843455,0.826241,0.837661,0.831947,0.81493,0.783085,0.790514,0.788395,0.780579,0.785731,0.792959,0.776337,0.75683,0.76929,0.764877,0.755173,0.739864,0.740138,0.745212,0.729076,0.734107,0.719632,0.702889,0.681013,0.686342,0.67944,0.678058,0.644039,0.63488,0.642797,0.642963,0.634115,0.66778,0.695894,0.750638,0.785423,0.74355,0.755344,0.782167,0.766284,0.75815,0.732601,0.71347,0.709824,0.700869)
> par7 = 'Exportcijfer USA'
> par6 = 'Importcijfer USA'
> par5 = 'Wisselkoers dollar tov euro'
> 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/freestat/rcomp/tmp/1uror1256934254.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/freestat/rcomp/tmp/2xdft1256934254.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/freestat/rcomp/tmp/34ihi1256934254.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/freestat/rcomp/tmp/4g4pw1256934254.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/freestat/rcomp/tmp/5ecp31256934254.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  
       2386        -1472  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/66pqc1256934254.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]  889.6225  907.3910  925.1594  942.9279  960.6964  978.4648  996.2333
 [8] 1014.0018 1031.7702 1049.5387 1067.3072 1085.0757 1102.8441 1120.6126
[15] 1138.3811 1156.1495 1173.9180 1191.6865 1209.4549 1227.2234 1244.9919
[22] 1262.7604 1280.5288 1298.2973 1316.0658 1333.8342 1351.6027 1369.3712
[29] 1387.1396 1404.9081 1422.6766 1440.4451 1458.2135 1475.9820 1493.7505
[36] 1511.5189 1529.2874 1547.0559 1564.8243 1582.5928 1600.3613 1618.1298
[43] 1635.8982 1653.6667 1671.4352 1689.2036 1706.9721 1724.7406 1742.5090
[50] 1760.2775

$yords
 [1]  924.1064  947.6654  971.2243  994.7832 1018.3421 1041.9010 1065.4600
 [8] 1089.0189 1112.5778 1136.1367 1159.6956 1183.2546 1206.8135 1230.3724
[15] 1253.9313 1277.4903 1301.0492 1324.6081 1348.1670 1371.7259 1395.2849
[22] 1418.8438 1442.4027 1465.9616 1489.5205 1513.0795 1536.6384 1560.1973
[29] 1583.7562 1607.3151 1630.8741 1654.4330 1677.9919 1701.5508 1725.1097
[36] 1748.6687 1772.2276 1795.7865 1819.3454 1842.9044 1866.4633 1890.0222
[43] 1913.5811 1937.1400 1960.6990 1984.2579 2007.8168 2031.3757 2054.9346
[50] 2078.4936

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.857133e-06 1.364948e-05 1.802064e-05 2.271879e-05 2.739357e-05
 [2,] 1.492194e-05 2.079749e-05 2.761184e-05 3.497207e-05 4.232225e-05
 [3,] 2.128697e-05 2.988400e-05 3.993177e-05 5.085811e-05 6.183369e-05
 [4,] 2.862387e-05 4.050234e-05 5.451174e-05 6.987596e-05 8.543401e-05
 [5,] 3.630286e-05 5.180501e-05 7.027672e-05 9.073899e-05 1.116686e-04
 [6,] 4.347695e-05 6.260056e-05 8.564538e-05 1.114649e-04 1.381874e-04
 [7,] 4.926606e-05 7.159854e-05 9.883547e-05 1.297323e-04 1.621356e-04
 [8,] 5.299273e-05 7.774385e-05 1.083092e-04 1.434384e-04 1.808095e-04
 [9,] 5.438606e-05 8.052631e-05 1.132126e-04 1.512830e-04 1.923849e-04
[10,] 5.367017e-05 8.014142e-05 1.136370e-04 1.531564e-04 1.964472e-04
[11,] 5.149318e-05 7.742668e-05 1.105849e-04 1.501623e-04 1.941004e-04
[12,] 4.871656e-05 7.358679e-05 1.056372e-04 1.442460e-04 1.875865e-04
[13,] 4.614129e-05 6.980639e-05 1.004397e-04 1.375565e-04 1.795426e-04
[14,] 4.427107e-05 6.689294e-05 9.619811e-05 1.317771e-04 1.721703e-04
[15,] 4.319469e-05 6.507532e-05 9.336253e-05 1.276670e-04 1.666164e-04
[16,] 4.262102e-05 6.401944e-05 9.159955e-05 1.249621e-04 1.627735e-04
[17,] 4.204253e-05 6.303843e-05 9.004199e-05 1.226454e-04 1.595418e-04
[18,] 4.095856e-05 6.140698e-05 8.770371e-05 1.194597e-04 1.554205e-04
[19,] 3.907245e-05 5.865689e-05 8.389540e-05 1.144564e-04 1.491893e-04
[20,] 3.639163e-05 5.474563e-05 7.848664e-05 1.073740e-04 1.404157e-04
[21,] 3.320031e-05 5.004367e-05 7.192582e-05 9.871295e-05 1.296084e-04
[22,] 2.992610e-05 4.516004e-05 6.502876e-05 8.949982e-05 1.179796e-04
[23,] 2.696323e-05 4.068925e-05 5.863876e-05 8.085948e-05 1.069395e-04
[24,] 2.452837e-05 3.698977e-05 5.330745e-05 7.358341e-05 9.754853e-05
[25,] 2.260558e-05 3.408256e-05 4.912636e-05 6.787389e-05 9.015867e-05
[26,] 2.099353e-05 3.169964e-05 4.576492e-05 6.335455e-05 8.437669e-05
[27,] 1.942290e-05 2.944533e-05 4.267699e-05 5.931661e-05 7.933645e-05
[28,] 1.768546e-05 2.698834e-05 3.936949e-05 5.507172e-05 7.413445e-05
[29,] 1.571840e-05 2.419969e-05 3.561228e-05 5.025064e-05 6.822831e-05
[30,] 1.361524e-05 2.118580e-05 3.150869e-05 4.492890e-05 6.163504e-05
[31,] 1.156948e-05 1.821794e-05 2.741587e-05 3.954849e-05 5.486926e-05
[32,] 9.784993e-06 1.560241e-05 2.376873e-05 3.469419e-05 4.867743e-05
[33,] 8.394631e-06 1.355324e-05 2.089274e-05 3.083469e-05 4.370074e-05
[34,] 7.417919e-06 1.211765e-05 1.888232e-05 2.813768e-05 4.021185e-05
[35,] 6.767498e-06 1.117506e-05 1.758312e-05 2.642234e-05 3.802170e-05
[36,] 6.293225e-06 1.049806e-05 1.666975e-05 2.524954e-05 3.657283e-05
[37,] 5.840774e-06 9.842170e-06 1.577492e-05 2.409642e-05 3.516047e-05
[38,] 5.300755e-06 9.026523e-06 1.461418e-05 2.253771e-05 3.318075e-05
[39,] 4.632834e-06 7.978160e-06 1.306147e-05 2.036613e-05 3.031014e-05
[40,] 3.861807e-06 6.731581e-06 1.115784e-05 1.761904e-05 2.656185e-05
[41,] 3.053579e-06 5.393571e-06 9.064007e-06 1.452019e-05 2.222199e-05
[42,] 2.284382e-06 4.093802e-06 6.986124e-06 1.137553e-05 1.771349e-05
[43,] 1.615528e-06 2.941756e-06 5.106896e-06 8.470034e-06 1.345158e-05
[44,] 1.080419e-06 2.002465e-06 3.543434e-06 5.999590e-06 9.741376e-06
[45,] 6.840442e-07 1.292961e-06 2.337218e-06 4.049237e-06 6.737530e-06
[46,] 4.106835e-07 7.933510e-07 1.468295e-06 2.608784e-06 4.457514e-06
[47,] 2.342782e-07 4.635637e-07 8.803101e-07 1.607172e-06 2.824403e-06
[48,] 1.272625e-07 2.584760e-07 5.045935e-07 9.479843e-07 1.714971e-06
[49,] 6.596760e-08 1.377789e-07 2.768789e-07 5.356849e-07 9.976799e-07
[50,] 3.268934e-08 7.029894e-08 1.455212e-07 2.899258e-07 5.555035e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.163908e-05 3.505170e-05 3.729097e-05 3.813254e-05 3.750474e-05
 [2,] 4.901468e-05 5.440746e-05 5.796646e-05 5.935079e-05 5.846663e-05
 [3,] 7.188051e-05 8.002558e-05 8.546356e-05 8.769107e-05 8.658578e-05
 [4,] 9.979180e-05 1.115481e-04 1.195393e-04 1.230429e-04 1.218938e-04
 [5,] 1.311932e-04 1.474011e-04 1.586869e-04 1.640466e-04 1.632461e-04
 [6,] 1.634473e-04 1.847783e-04 2.000743e-04 2.079923e-04 2.081914e-04
 [7,] 1.932337e-04 2.200242e-04 2.398872e-04 2.511062e-04 2.531916e-04
 [8,] 2.172775e-04 2.493938e-04 2.740760e-04 2.892419e-04 2.942220e-04
 [9,] 2.332008e-04 2.699901e-04 2.993265e-04 3.188247e-04 3.276354e-04
[10,] 2.401950e-04 2.805573e-04 3.139340e-04 3.377537e-04 3.510319e-04
[11,] 2.392377e-04 2.818156e-04 3.182473e-04 3.459292e-04 3.638314e-04
[12,] 2.327422e-04 2.761783e-04 3.144861e-04 3.451871e-04 3.673249e-04
[13,] 2.237494e-04 2.669346e-04 3.059744e-04 3.386400e-04 3.641675e-04
[14,] 2.149600e-04 2.571926e-04 2.960624e-04 3.296560e-04 3.574858e-04
[15,] 2.079561e-04 2.489663e-04 2.871275e-04 3.208389e-04 3.499156e-04
[16,] 2.028791e-04 2.427219e-04 2.800002e-04 3.133671e-04 3.429026e-04
[17,] 1.986460e-04 2.375137e-04 2.739904e-04 3.068978e-04 3.364917e-04
[18,] 1.935859e-04 2.316159e-04 2.674609e-04 3.000313e-04 3.296462e-04
[19,] 1.862308e-04 2.233815e-04 2.586973e-04 2.911263e-04 3.209467e-04
[20,] 1.759528e-04 2.119902e-04 2.467265e-04 2.791355e-04 3.093806e-04
[21,] 1.632140e-04 1.978029e-04 2.317693e-04 2.641314e-04 2.949045e-04
[22,] 1.493547e-04 1.822051e-04 2.151634e-04 2.473234e-04 2.785524e-04
[23,] 1.360355e-04 1.670332e-04 1.988169e-04 2.305778e-04 2.620549e-04
[24,] 1.245851e-04 1.538452e-04 1.844422e-04 2.156649e-04 2.471443e-04
[25,] 1.155320e-04 1.433508e-04 1.729078e-04 2.035665e-04 2.348605e-04
[26,] 1.085023e-04 1.352312e-04 1.639772e-04 1.941422e-04 2.251626e-04
[27,] 1.024974e-04 1.283974e-04 1.565234e-04 1.862831e-04 2.170125e-04
[28,] 9.639955e-05 1.215421e-04 1.490972e-04 1.784616e-04 2.088764e-04
[29,] 8.947110e-05 1.137294e-04 1.405835e-04 1.694237e-04 1.994175e-04
[30,] 8.163909e-05 1.047708e-04 1.306641e-04 1.587227e-04 1.880760e-04
[31,] 7.346797e-05 9.524989e-05 1.199087e-04 1.468816e-04 1.753015e-04
[32,] 6.586466e-05 8.621849e-05 1.094835e-04 1.351395e-04 1.623534e-04
[33,] 5.966491e-05 7.871686e-05 1.006275e-04 1.249082e-04 1.507708e-04
[34,] 5.528113e-05 7.333051e-05 9.412455e-05 1.171801e-04 1.417408e-04
[35,] 5.254690e-05 6.995804e-05 8.998711e-05 1.121270e-04 1.356258e-04
[36,] 5.079890e-05 6.786344e-05 8.745940e-05 1.090395e-04 1.318291e-04
[37,] 4.913865e-05 6.596472e-05 8.531254e-05 1.066033e-04 1.290295e-04
[38,] 4.675236e-05 6.322188e-05 8.228687e-05 1.033734e-04 1.256576e-04
[39,] 4.316152e-05 5.896517e-05 7.749592e-05 9.824055e-05 1.204018e-04
[40,] 3.832272e-05 5.305124e-05 7.064766e-05 9.071925e-05 1.125540e-04
[41,] 3.256794e-05 4.582129e-05 6.203576e-05 8.098540e-05 1.021010e-04
[42,] 2.643971e-05 3.791718e-05 5.235321e-05 6.970807e-05 8.959605e-05
[43,] 2.050244e-05 3.005268e-05 4.243594e-05 5.778663e-05 7.591509e-05
[44,] 1.519915e-05 2.282760e-05 3.304016e-05 4.610636e-05 6.201493e-05
[45,] 1.078530e-05 1.662978e-05 2.471078e-05 3.537818e-05 4.875781e-05
[46,] 7.333461e-06 1.162328e-05 1.774499e-05 2.607205e-05 3.681415e-05
[47,] 4.780595e-06 7.792319e-06 1.222136e-05 1.841771e-05 2.662267e-05
[48,] 2.987144e-06 5.005495e-06 8.058119e-06 1.244104e-05 1.838570e-05
[49,] 1.787268e-06 3.075502e-06 5.074776e-06 8.014205e-06 1.208961e-05
[50,] 1.022216e-06 1.803465e-06 3.044783e-06 4.909737e-06 7.548044e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.550296e-05 3.237772e-05 2.849552e-05 2.427740e-05 2.012708e-05
 [2,] 5.548144e-05 5.079644e-05 4.498040e-05 3.867402e-05 3.248312e-05
 [3,] 8.241889e-05 7.580199e-05 6.757917e-05 5.868278e-05 4.997960e-05
 [4,] 1.164953e-04 1.077294e-04 9.679052e-05 8.497459e-05 7.346500e-05
 [5,] 1.568347e-04 1.460107e-04 1.323791e-04 1.176574e-04 1.033860e-04
 [6,] 2.013565e-04 1.890159e-04 1.732119e-04 1.561073e-04 1.396102e-04
 [7,] 2.469253e-04 2.341355e-04 2.172759e-04 1.989260e-04 1.813261e-04
 [8,] 2.898378e-04 2.781421e-04 2.619143e-04 2.440587e-04 2.270547e-04
 [9,] 3.265616e-04 3.177769e-04 3.042516e-04 2.890638e-04 2.747813e-04
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[21,] 1.678257e-05 1.305103e-05 9.697797e-06 6.854456e-06 4.595229e-06
[22,] 1.585392e-05 1.225521e-05 9.074828e-06 6.403611e-06 4.291519e-06
[23,] 1.715913e-05 1.323217e-05 9.780086e-06 6.892154e-06 4.614863e-06
[24,] 2.074406e-05 1.608130e-05 1.193423e-05 8.437950e-06 5.665796e-06
[25,] 2.628399e-05 2.060423e-05 1.543325e-05 1.099974e-05 7.439141e-06
[26,] 3.308425e-05 2.628876e-05 1.992436e-05 1.435161e-05 9.801319e-06
[27,] 4.014595e-05 3.234401e-05 2.481932e-05 1.808300e-05 1.248370e-05
[28,] 4.632352e-05 3.781416e-05 2.937021e-05 2.164466e-05 1.510763e-05
[29,] 5.056444e-05 4.177026e-05 3.281276e-05 2.444857e-05 1.724932e-05
[30,] 5.217092e-05 4.353622e-05 3.454786e-05 2.600414e-05 1.853522e-05
[31,] 5.099055e-05 4.287174e-05 3.430199e-05 2.604788e-05 1.873947e-05
[32,] 4.745288e-05 4.003639e-05 3.220228e-05 2.461654e-05 1.784678e-05
[33,] 4.242508e-05 3.570060e-05 2.873075e-05 2.203109e-05 1.605380e-05
[34,] 3.693498e-05 3.073234e-05 2.457114e-05 1.879465e-05 1.370645e-05
[35,] 3.186562e-05 2.594026e-05 2.040686e-05 1.544360e-05 1.119720e-05
[36,] 2.773349e-05 2.186837e-05 1.674531e-05 1.240792e-05 8.861484e-06
[37,] 2.462065e-05 1.870834e-05 1.382648e-05 9.927718e-06 6.908805e-06
[38,] 2.226295e-05 1.634169e-05 1.163316e-05 8.044613e-06 5.405591e-06
[39,] 2.023600e-05 1.447230e-05 9.978591e-06 6.654826e-06 4.304180e-06
[40,] 1.815285e-05 1.278313e-05 8.623156e-06 5.591001e-06 3.496623e-06
[41,] 1.579936e-05 1.105567e-05 7.372389e-06 4.697160e-06 2.868406e-06
[42,] 1.317271e-05 9.219557e-06 6.127428e-06 3.873516e-06 2.334400e-06
[43,] 1.043333e-05 7.333858e-06 4.884779e-06 3.085669e-06 1.851194e-06
[44,] 7.811013e-06 5.527128e-06 3.701837e-06 2.347415e-06 1.410362e-06
[45,] 5.512358e-06 3.930839e-06 2.652248e-06 1.692914e-06 1.022449e-06
[46,] 3.662508e-06 2.632492e-06 1.790902e-06 1.152331e-06 7.011228e-07
[47,] 2.290715e-06 1.658640e-06 1.137830e-06 7.384899e-07 4.531793e-07
[48,] 1.349802e-06 9.831828e-07 6.797429e-07 4.450278e-07 2.755676e-07
[49,] 7.507275e-07 5.487240e-07 3.818585e-07 2.520569e-07 1.574875e-07
[50,] 3.953561e-07 2.888310e-07 2.018702e-07 1.341934e-07 8.456262e-08

> 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  
  1120.9397       0.2095  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/73nja1256934254.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] 0.5987305 0.6045493 0.6103680 0.6161867 0.6220055 0.6278242 0.6336429
 [8] 0.6394617 0.6452804 0.6510991 0.6569179 0.6627366 0.6685553 0.6743741
[15] 0.6801928 0.6860115 0.6918303 0.6976490 0.7034677 0.7092865 0.7151052
[22] 0.7209239 0.7267427 0.7325614 0.7383801 0.7441989 0.7500176 0.7558363
[29] 0.7616551 0.7674738 0.7732925 0.7791113 0.7849300 0.7907487 0.7965675
[36] 0.8023862 0.8082049 0.8140237 0.8198424 0.8256611 0.8314799 0.8372986
[43] 0.8431173 0.8489361 0.8547548 0.8605735 0.8663923 0.8722110 0.8780297
[50] 0.8838485

$yords
 [1]  924.1064  947.6654  971.2243  994.7832 1018.3421 1041.9010 1065.4600
 [8] 1089.0189 1112.5778 1136.1367 1159.6956 1183.2546 1206.8135 1230.3724
[15] 1253.9313 1277.4903 1301.0492 1324.6081 1348.1670 1371.7259 1395.2849
[22] 1418.8438 1442.4027 1465.9616 1489.5205 1513.0795 1536.6384 1560.1973
[29] 1583.7562 1607.3151 1630.8741 1654.4330 1677.9919 1701.5508 1725.1097
[36] 1748.6687 1772.2276 1795.7865 1819.3454 1842.9044 1866.4633 1890.0222
[43] 1913.5811 1937.1400 1960.6990 1984.2579 2007.8168 2031.3757 2054.9346
[50] 2078.4936

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.167312e-04 1.682257e-03 0.0032810139 0.0060566745 0.0105809860
 [2,] 1.049999e-03 2.176427e-03 0.0042805400 0.0079782407 0.0140830673
 [3,] 1.294783e-03 2.684764e-03 0.0053048378 0.0099599726 0.0177392840
 [4,] 1.558487e-03 3.195834e-03 0.0062963187 0.0118512575 0.0212339086
 [5,] 1.885096e-03 3.749686e-03 0.0072647082 0.0135811290 0.0243313634
 [6,] 2.381147e-03 4.479718e-03 0.0083533094 0.0152616088 0.0270348558
 [7,] 3.242773e-03 5.655990e-03 0.0099066980 0.0172918996 0.0297452093
 [8,] 4.775292e-03 7.717464e-03 0.0125213225 0.0204353999 0.0333763236
 [9,] 7.391920e-03 1.127434e-02 0.0170536918 0.0258361251 0.0393828190
[10,] 1.157509e-02 1.705716e-02 0.0245555373 0.0349373625 0.0496577974
[11,] 1.778761e-02 2.579297e-02 0.0361088897 0.0492697201 0.0662668110
[12,] 2.633588e-02 3.800789e-02 0.0525561829 0.0700998709 0.0910093392
[13,] 3.721447e-02 5.379255e-02 0.0741676404 0.0979862198 0.1248572093
[14,] 4.999078e-02 7.261100e-02 0.1003493144 0.1323649852 0.1674079273
[15,] 6.380320e-02 9.326132e-02 0.1295399268 0.1713554847 0.2165759205
[16,] 7.752612e-02 1.140765e-01 0.1594312402 0.2119723792 0.2687619283
[17,] 9.009419e-02 1.333736e-01 0.1875482517 0.2508227544 0.3196299794
[18,] 1.008944e-01 1.500376e-01 0.2120603914 0.2851586604 0.3653809656
[19,] 1.100672e-01 1.640160e-01 0.2325320068 0.3139306515 0.4041246180
[20,] 1.185536e-01 1.764759e-01 0.2502566452 0.3383714920 0.4367703729
[21,] 1.278029e-01 1.894672e-01 0.2679213882 0.3617319206 0.4669205163
[22,] 1.391977e-01 2.051352e-01 0.2886048998 0.3881008724 0.4995937093
[23,] 1.533934e-01 2.247418e-01 0.3144220790 0.4206533636 0.5391143275
[24,] 1.698412e-01 2.478838e-01 0.3453400800 0.4599873822 0.5869418589
[25,] 1.867146e-01 2.722583e-01 0.3786829857 0.5032604873 0.6403499431
[26,] 2.013088e-01 2.941242e-01 0.4095954155 0.5445621678 0.6925920974
[27,] 2.107882e-01 3.093243e-01 0.4323470491 0.5764626190 0.7346032417
[28,] 2.130078e-01 3.144958e-01 0.4420067854 0.5921849816 0.7576427503
[29,] 2.071089e-01 3.080226e-01 0.4358629810 0.5875877202 0.7558867900
[30,] 1.936874e-01 2.903975e-01 0.4140849980 0.5622381238 0.7280127660
[31,] 1.745136e-01 2.639179e-01 0.3794513456 0.5192582866 0.6772670776
[32,] 1.519571e-01 2.319012e-01 0.3363487911 0.4641330804 0.6101457351
[33,] 1.283607e-01 1.977663e-01 0.2894999355 0.4030476866 0.5343432625
[34,] 1.055793e-01 1.643125e-01 0.2429018414 0.3414105012 0.4568082933
[35,] 8.479113e-02 1.333847e-01 0.1992765835 0.2830148989 0.3825448393
[36,] 6.655477e-02 1.059135e-01 0.1600636232 0.2299391403 0.3143649626
[37,] 5.100221e-02 8.218148e-02 0.1257658478 0.1829691009 0.2533724876
[38,] 3.804375e-02 6.212888e-02 0.0963844127 0.1421899565 0.1997333301
[39,] 2.750555e-02 4.556778e-02 0.0717397072 0.1074491875 0.1533196191
[40,] 1.918462e-02 3.226950e-02 0.0516072287 0.0785638534 0.1140198998
[41,] 1.285039e-02 2.196326e-02 0.0357120514 0.0553126272 0.0817370120
[42,] 8.233859e-03 1.430973e-02 0.0236749309 0.0373393427 0.0562336615
[43,] 5.030789e-03 8.895911e-03 0.0149861064 0.0240855695 0.0369961152
[44,] 2.923899e-03 5.263797e-03 0.0090346230 0.0148063995 0.0232113165
[45,] 1.613665e-03 2.959178e-03 0.0051777520 0.0086576484 0.0138592496
[46,] 8.445955e-04 1.578522e-03 0.0028171219 0.0048084284 0.0078638241
[47,] 4.188917e-04 7.982848e-04 0.0014537969 0.0025341569 0.0042356757
[48,] 1.967581e-04 3.825063e-04 0.0007111522 0.0012664627 0.0021640901
[49,] 8.749671e-05 1.735916e-04 0.0003296078 0.0005998861 0.0010482089
[50,] 3.682890e-05 7.459697e-05 0.0001447038 0.0002692195 0.0004811164
              [,6]        [,7]        [,8]        [,9]       [,10]       [,11]
 [1,] 0.0174964640 0.027394823 0.040638071 0.057160064 0.076314032 0.096838875
 [2,] 0.0235389132 0.037259340 0.055875595 0.079439613 0.107172907 0.137371929
 [3,] 0.0299452043 0.047895910 0.072593396 0.104308300 0.142198460 0.184117083
 [4,] 0.0361348613 0.058336556 0.089304090 0.129641951 0.178556284 0.233527051
 [5,] 0.0415828280 0.067600124 0.104372643 0.152947690 0.212723315 0.280950739
 [6,] 0.0460579665 0.075040850 0.116507675 0.172027080 0.241340453 0.321674062
 [7,] 0.0498628555 0.080704991 0.125279372 0.185703718 0.262193578 0.352182359
 [8,] 0.0540062531 0.085588259 0.131501131 0.194378584 0.274996710 0.371219691
 [9,] 0.0602470826 0.091706300 0.137345486 0.200222108 0.281702502 0.380266467
[10,] 0.0709647330 0.101929961 0.146139079 0.206930991 0.286235441 0.383277898
[11,] 0.0888288378 0.119576260 0.161856293 0.219105831 0.293741289 0.385806849
[12,] 0.1162687609 0.147779098 0.188379310 0.241382959 0.309571003 0.393825398
[13,] 0.1547980836 0.188709405 0.228624573 0.277473389 0.338230988 0.412579819
[14,] 0.2043393376 0.242791444 0.283683079 0.329263983 0.382477646 0.445700644
[15,] 0.2627922360 0.308159006 0.352197136 0.396164347 0.442691116 0.494655457
[16,] 0.3261267300 0.380650527 0.430257029 0.474929589 0.516670191 0.558573656
[17,] 0.3891834623 0.454567595 0.512058124 0.560177160 0.599999774 0.634485554
[18,] 0.4471082719 0.524174519 0.591348421 0.645665947 0.687068214 0.718024103
[19,] 0.4970098414 0.585553411 0.663343381 0.726103515 0.772599106 0.804542829
[20,] 0.5391795796 0.638120032 0.726441039 0.798907014 0.853270317 0.890403949
[21,] 0.5772246258 0.685050781 0.782945329 0.865160067 0.928779436 0.973984883
[22,] 0.6168134174 0.732186273 0.838250594 0.929156308 1.001756562 1.055896251
[23,] 0.6633137333 0.785588704 0.898527966 0.996424831 1.076296252 1.138110244
[24,] 0.7191607773 0.848582968 0.967655488 1.070817961 1.155478073 1.222143943
[25,] 0.7820381287 0.919476675 1.044607694 1.151788423 1.238807670 1.306951825
[26,] 0.8447233291 0.991006297 1.122489119 1.233083797 1.320733306 1.387491269
[27,] 0.8968042538 1.051906530 1.189805492 1.303617195 1.391092683 1.454813763
[28,] 0.9276908758 1.090117479 1.233644806 1.350391300 1.437585300 1.497967523
[29,] 0.9297932692 1.096436548 1.243606680 1.362447987 1.449465532 1.507186819
[30,] 0.9006741615 1.067228173 1.214974256 1.334324611 1.421043795 1.477174048
[31,] 0.8434425426 1.005222283 1.149946082 1.267679651 1.353594261 1.409118506
[32,] 0.7654050808 0.918254728 1.056581153 1.170529760 1.254921433 1.310568550
[33,] 0.6756754250 0.816633622 0.946055341 1.054544780 1.136831581 1.193181585
[34,] 0.5827494455 0.710270404 0.829435582 0.931594771 1.011606423 1.069278144
[35,] 0.4928909360 0.606625123 0.715200224 0.810904616 0.888889867 0.948584248
[36,] 0.4096780561 0.509992594 0.608226197 0.697728170 0.774065434 0.836358891
[37,] 0.3345184661 0.422007118 0.510233888 0.593683636 0.668441019 0.733403731
[38,] 0.2676097086 0.342789754 0.421101230 0.498198128 0.570775674 0.637619579
[39,] 0.2088037516 0.272067743 0.340261538 0.410190936 0.479235586 0.546203521
[40,] 0.1580608961 0.209820558 0.267593230 0.329254175 0.392900196 0.457495436
[41,] 0.1154725607 0.156360749 0.203606437 0.256003590 0.312338175 0.371832097
[42,] 0.0810380988 0.112042118 0.149099081 0.191717812 0.239281009 0.291313985
[43,] 0.0544272261 0.076889419 0.104630933 0.137649662 0.175784238 0.218847694
[44,] 0.0348814570 0.050377516 0.070130181 0.094414608 0.123365791 0.157021371
[45,] 0.0212854348 0.031440149 0.044784618 0.061701887 0.082476131 0.107284359
[46,] 0.0123478621 0.018658121 0.027197625 0.038343777 0.052417323 0.069652749
[47,] 0.0068017671 0.010515716 0.015686065 0.022624846 0.031619598 0.042900904
[48,] 0.0035546950 0.005623205 0.008582643 0.012661224 0.018082174 0.025037184
[49,] 0.0017613733 0.002850887 0.004451327 0.006713822 0.009793562 0.013831497
[50,] 0.0008270675 0.001369494 0.002186837 0.003370833 0.005019709 0.007227098
           [,12]      [,13]      [,14]      [,15]      [,16]      [,17]
 [1,] 0.11699107 0.13483243 0.14859974 0.15704230 0.15962180 0.15652369
 [2,] 0.16755296 0.19484242 0.21652055 0.23055353 0.23594499 0.23280733
 [3,] 0.22674343 0.26607241 0.29816099 0.31991151 0.32964074 0.32726268
 [4,] 0.29038461 0.34387499 0.38861710 0.42018077 0.43594070 0.43543653
 [5,] 0.35270916 0.42150178 0.48040276 0.52344733 0.54682493 0.54948862
 [6,] 0.40756507 0.49142703 0.56483406 0.62020396 0.65235748 0.65944170
 [7,] 0.44996156 0.54714786 0.63402647 0.70146920 0.74284854 0.75531738
 [8,] 0.47743410 0.58485502 0.68283695 0.76093713 0.81113193 0.82946126
 [9,] 0.49073401 0.60436241 0.71003460 0.79636034 0.85410829 0.87818439
[10,] 0.49361199 0.60897761 0.71829013 0.80967107 0.87298895 0.90210588
[11,] 0.49183403 0.60444679 0.71309388 0.80591296 0.87226937 0.90518076
[12,] 0.49183982 0.59746796 0.70115899 0.79157804 0.85804051 0.89301454
[13,] 0.49949694 0.59434747 0.68899628 0.77312594 0.83647997 0.87134509
[14,] 0.51923750 0.60016745 0.68211543 0.75622349 0.81313311 0.84535948
[15,] 0.55362885 0.61849695 0.68488476 0.74575096 0.79305489 0.81994958
[16,] 0.60328504 0.65143582 0.70073760 0.74618572 0.78137272 0.80044320
[17,] 0.66702112 0.69973867 0.73232077 0.76182429 0.78362309 0.79308723
[18,] 0.74223055 0.76289985 0.78134879 0.79648583 0.80539367 0.80471977
[19,] 0.82550271 0.83924571 0.84820519 0.85270520 0.85122566 0.84152098
[20,] 0.91342342 0.92614871 0.93154152 0.93075705 0.92316190 0.90722824
[21,] 1.00334382 1.02040222 1.02815071 1.02798486 1.01955557 1.00150815
[22,] 1.09377759 1.11863584 1.13323713 1.13878920 1.13468808 1.11917396
[23,] 1.18412130 1.21753401 1.24097310 1.25532927 1.25942439 1.25063366
[24,] 1.27364222 1.31365769 1.34507211 1.36867385 1.38271093 1.38348605
[25,] 1.36006805 1.40289023 1.43913545 1.46997511 1.49340122 1.50475236
[26,] 1.43845396 1.47983640 1.51674752 1.55132768 1.58183773 1.60303941
[27,] 1.50106872 1.53770657 1.57157242 1.60625949 1.64084990 1.67006675
[28,] 1.53871006 1.56912987 1.59783173 1.63008568 1.66619570 1.70136530
[29,] 1.54321773 1.56792301 1.59137426 1.62042326 1.65673155 1.69633571
[30,] 1.51029321 1.53126773 1.55112505 1.57793185 1.61456373 1.65800352
[31,] 1.44142633 1.46134536 1.48026787 1.50695352 1.54514157 1.59264910
[32,] 1.34398954 1.36552565 1.38638255 1.41546497 1.45693291 1.50917856
[33,] 1.22931505 1.25475967 1.28008912 1.31387392 1.36026569 1.41792455
[34,] 1.10945825 1.14063722 1.17242931 1.21270212 1.26525110 1.32873080
[35,] 0.99392614 1.03221821 1.07188669 1.11983815 1.17926947 1.24863671
[36,] 0.88762607 0.93388665 0.98222767 1.03842970 1.10494944 1.17994687
[37,] 0.79069761 0.84502365 0.90204976 0.96634528 1.03957198 1.11958523
[38,] 0.70005116 0.76149293 0.82619435 0.89750609 0.97631488 1.06023640
[39,] 0.61176110 0.67817961 0.74838290 0.82457720 0.90695967 0.99302391
[40,] 0.52324527 0.59147546 0.66396759 0.74193716 0.82503135 0.91076772
[41,] 0.43443262 0.50077296 0.57174338 0.64778474 0.72816946 0.81058648
[42,] 0.34767894 0.40857251 0.47427179 0.54468914 0.61890695 0.69490856
[43,] 0.26673349 0.31941913 0.37682827 0.43858172 0.50373778 0.57065317
[44,] 0.19535894 0.23829008 0.28559062 0.33678326 0.39102626 0.44707595
[45,] 0.13618950 0.16912189 0.20584422 0.24591159 0.28865310 0.33320147
[46,] 0.09016975 0.11394653 0.14079995 0.17038377 0.20221768 0.23575150
[47,] 0.05660876 0.07276412 0.09125514 0.11184932 0.13423866 0.15811269
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             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 9.860981e-05 0.0000728818 5.112559e-05 3.394354e-05 2.129979e-05
 [2,] 2.506226e-04 0.0001875162 1.330684e-04 8.934766e-05 5.669417e-05
 [3,] 5.985050e-04 0.0004531562 3.252607e-04 2.208510e-04 1.417031e-04
 [4,] 1.342759e-03 0.0010285394 7.466221e-04 5.126332e-04 3.325856e-04
 [5,] 2.829862e-03 0.0021925143 1.609463e-03 1.117405e-03 7.330270e-04
 [6,] 5.602006e-03 0.0043894439 3.258222e-03 2.287314e-03 1.517220e-03
 [7,] 1.041654e-02 0.0082533766 6.194691e-03 4.397231e-03 2.949318e-03
 [8,] 1.819360e-02 0.0145760104 1.106213e-02 7.940002e-03 5.385150e-03
 [9,] 2.985181e-02 0.0241818076 1.855706e-02 1.346897e-02 9.237957e-03
[10,] 4.602209e-02 0.0376953908 2.925206e-02 2.147172e-02 1.489448e-02
[11,] 6.669047e-02 0.0552359975 4.335063e-02 3.218591e-02 2.258563e-02
[12,] 9.089477e-02 0.0761390282 6.044913e-02 4.540992e-02 3.224631e-02
[13,] 1.166442e-01 0.0988505804 7.942421e-02 6.039819e-02 4.342848e-02
[14,] 1.411983e-01 0.1211246212 9.856009e-02 7.593567e-02 5.534018e-02
[15,] 1.617147e-01 0.1405511241 1.159552e-01 9.063372e-02 6.704973e-02
[16,] 1.760908e-01 0.1552826055 1.301149e-01 1.033872e-01 7.781953e-02
[17,] 1.836772e-01 0.1646823635 1.405058e-01 1.138208e-01 8.744514e-02
[18,] 1.855270e-01 0.1695835783 1.477999e-01 1.225004e-01 9.642378e-02
[19,] 1.840061e-01 0.1719738143 1.536269e-01 1.307415e-01 1.058088e-01
[20,] 1.818703e-01 0.1741694811 1.598608e-01 1.400151e-01 1.167316e-01
[21,] 1.811760e-01 0.1778009412 1.677091e-01 1.511593e-01 1.297448e-01
[22,] 1.824959e-01 0.1830537197 1.770045e-01 1.637423e-01 1.442689e-01
[23,] 1.847873e-01 0.1885242933 1.860523e-01 1.759045e-01 1.584339e-01
[24,] 1.859701e-01 0.1917792153 1.921506e-01 1.848185e-01 1.694624e-01
[25,] 1.839472e-01 0.1903842704 1.925921e-01 1.876240e-01 1.744989e-01
[26,] 1.776074e-01 0.1829557902 1.857311e-01 1.824668e-01 1.715761e-01
[27,] 1.673770e-01 0.1697854234 1.716656e-01 1.692124e-01 1.603257e-01
[28,] 1.551060e-01 0.1527977194 1.522685e-01 1.495518e-01 1.421505e-01
[29,] 1.433846e-01 0.1349058167 1.305996e-01 1.264913e-01 1.198128e-01
[30,] 1.346240e-01 0.1190838373 1.099886e-01 1.034801e-01 9.664431e-02
[31,] 1.303134e-01 0.1075601344 9.318428e-02 8.354823e-02 7.571433e-02
[32,] 1.307482e-01 0.1014314407 8.187728e-02 6.876488e-02 5.925861e-02
[33,] 1.352797e-01 0.1007699843 7.669151e-02 6.013617e-02 4.850477e-02
[34,] 1.428899e-01 0.1050594820 7.751236e-02 5.784435e-02 4.383383e-02
[35,] 1.527449e-01 0.1136593257 8.388692e-02 6.159768e-02 4.508273e-02
[36,] 1.644132e-01 0.1260173813 9.524071e-02 7.085603e-02 5.177521e-02
[37,] 1.776320e-01 0.1415175280 1.107951e-01 8.481184e-02 6.315796e-02
[38,] 1.917731e-01 0.1590767005 1.292675e-01 1.021765e-01 7.806203e-02
[39,] 2.053532e-01 0.1767797825 1.485915e-01 1.209627e-01 9.473520e-02
[40,] 2.159476e-01 0.1918592637 1.659236e-01 1.384900e-01 1.108344e-01
[41,] 2.206622e-01 0.2011653487 1.780733e-01 1.517464e-01 1.237027e-01
[42,] 2.170202e-01 0.2020083017 1.822727e-01 1.580531e-01 1.309093e-01
[43,] 2.038758e-01 0.1930330647 1.769929e-01 1.557974e-01 1.308737e-01
[44,] 1.819326e-01 0.1747354216 1.624585e-01 1.449301e-01 1.233231e-01
[45,] 1.536279e-01 0.1493826851 1.406238e-01 1.270017e-01 1.093799e-01
[46,] 1.224471e-01 0.1203737460 1.146162e-01 1.047156e-01 9.123248e-02
[47,] 9.197146e-02 0.0913127889 8.787931e-02 8.117975e-02 7.152232e-02
[48,] 6.503843e-02 0.0651577972 6.334638e-02 5.914542e-02 5.268227e-02
[49,] 4.327897e-02 0.0437162930 4.291366e-02 4.048651e-02 3.645237e-02
[50,] 2.709483e-02 0.0275718151 2.731622e-02 2.603417e-02 2.369022e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.262396e-05 7.064271e-06 3.731767e-06 1.860788e-06 8.757768e-07
 [2,] 3.397620e-05 1.922450e-05 1.026853e-05 5.177212e-06 2.463758e-06
 [3,] 8.586725e-05 4.912645e-05 2.653232e-05 1.352603e-05 6.508496e-06
 [4,] 2.037800e-04 1.178849e-04 6.437648e-05 3.318435e-05 1.614568e-05
 [5,] 4.541391e-04 2.656426e-04 1.466836e-04 7.645490e-05 3.761398e-05
 [6,] 9.504584e-04 5.621624e-04 3.138848e-04 1.654334e-04 8.230036e-05
 [7,] 1.868241e-03 1.117367e-03 6.308786e-04 3.362391e-04 1.691549e-04
 [8,] 3.449502e-03 2.086307e-03 1.191240e-03 6.420750e-04 3.266781e-04
 [9,] 5.984365e-03 3.660515e-03 2.113903e-03 1.152428e-03 5.930806e-04
[10,] 9.759192e-03 6.038290e-03 3.527475e-03 1.945514e-03 1.013012e-03
[11,] 1.497182e-02 9.372933e-03 5.540858e-03 3.092826e-03 1.630074e-03
[12,] 2.163499e-02 1.371094e-02 8.206554e-03 4.638991e-03 2.476648e-03
[13,] 2.951108e-02 1.894739e-02 1.149289e-02 6.586067e-03 3.565886e-03
[14,] 3.813030e-02 2.483372e-02 1.528746e-02 8.895590e-03 4.893424e-03
[15,] 4.692500e-02 3.106249e-02 1.944895e-02 1.151954e-02 6.455558e-03
[16,] 5.546126e-02 3.742056e-02 2.390420e-02 1.445951e-02 8.284154e-03
[17,] 6.368231e-02 4.395501e-02 2.875593e-02 1.783378e-02 1.048681e-02
[18,] 7.203366e-02 5.106009e-02 3.433993e-02 2.191315e-02 1.326858e-02
[19,] 8.135396e-02 5.939713e-02 4.116804e-02 2.708213e-02 1.690696e-02
[20,] 9.250406e-02 6.961737e-02 4.972944e-02 3.370282e-02 2.166316e-02
[21,] 1.058401e-01 8.195621e-02 6.019123e-02 4.190365e-02 2.764005e-02
[22,] 1.207511e-01 9.586093e-02 7.211101e-02 5.136728e-02 3.463301e-02
[23,] 1.355041e-01 1.098462e-01 8.430799e-02 6.122172e-02 4.204333e-02
[24,] 1.475419e-01 1.217070e-01 9.500190e-02 7.012113e-02 4.891828e-02
[25,] 1.541802e-01 1.290715e-01 1.022249e-01 7.653324e-02 5.413834e-02
[26,] 1.534604e-01 1.301131e-01 1.043827e-01 7.915570e-02 5.670757e-02
[27,] 1.448207e-01 1.241491e-01 1.007568e-01 7.731205e-02 5.604682e-02
[28,] 1.293169e-01 1.118849e-01 9.174749e-02 7.117201e-02 5.217677e-02
[29,] 1.093192e-01 9.521709e-02 7.876638e-02 6.170974e-02 4.571803e-02
[30,] 8.783809e-02 7.669290e-02 6.383276e-02 5.042453e-02 3.771261e-02
[31,] 6.776491e-02 5.885881e-02 4.904833e-02 3.894380e-02 2.934329e-02
[32,] 5.130876e-02 4.374054e-02 3.614866e-02 2.866125e-02 2.166062e-02
[33,] 3.977463e-02 3.260062e-02 2.626511e-02 2.052333e-02 1.540640e-02
[34,] 3.365637e-02 2.597406e-02 1.991758e-02 1.499493e-02 1.096726e-02
[35,] 3.288876e-02 2.386652e-02 1.715909e-02 1.215577e-02 8.432073e-03
[36,] 3.707304e-02 2.596087e-02 1.775161e-02 1.183891e-02 7.692945e-03
[37,] 4.555480e-02 3.171963e-02 2.127543e-02 1.373262e-02 8.530161e-03
[38,] 5.734939e-02 4.036083e-02 2.713992e-02 1.741066e-02 1.064934e-02
[39,] 7.101853e-02 5.077458e-02 3.453417e-02 2.230912e-02 1.367580e-02
[40,] 8.464920e-02 6.149440e-02 4.239823e-02 2.770299e-02 1.713867e-02
[41,] 9.604661e-02 7.081836e-02 4.949062e-02 3.273857e-02 2.048340e-02
[42,] 1.031434e-01 7.709785e-02 5.457731e-02 3.654776e-02 2.313527e-02
[43,] 1.045009e-01 7.911497e-02 5.669735e-02 3.842241e-02 2.460600e-02
[44,] 9.970579e-02 7.640419e-02 5.540661e-02 3.798668e-02 2.460720e-02
[45,] 8.948785e-02 6.937973e-02 5.089606e-02 3.529470e-02 2.312357e-02
[46,] 7.550204e-02 5.920753e-02 4.392862e-02 3.080815e-02 2.041182e-02
[47,] 5.985812e-02 4.746917e-02 3.561589e-02 2.525882e-02 1.692273e-02
[48,] 4.458046e-02 3.574797e-02 2.712113e-02 1.944917e-02 1.317589e-02
[49,] 3.118554e-02 2.528385e-02 1.939541e-02 1.406367e-02 9.633556e-03
[50,] 2.048830e-02 1.679401e-02 1.302545e-02 9.549646e-03 6.614175e-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  
      891.5        658.7  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1uror1256934254.ps tmp/1uror1256934254.png")
> system("convert tmp/2xdft1256934254.ps tmp/2xdft1256934254.png")
> system("convert tmp/34ihi1256934254.ps tmp/34ihi1256934254.png")
> system("convert tmp/4g4pw1256934254.ps tmp/4g4pw1256934254.png")
> system("convert tmp/5ecp31256934254.ps tmp/5ecp31256934254.png")
> system("convert tmp/66pqc1256934254.ps tmp/66pqc1256934254.png")
> system("convert tmp/73nja1256934254.ps tmp/73nja1256934254.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.147   2.085   3.553