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(64.5,57.9,72.5,82.9,62.7,66.6,70.9,56.3,81.2,67.8,57.2,62.8,51.2,66.5,71.5,67.8,56.9,90.6,64.1,65.7,77.9,84.2,81.7,65.9,76.1,80.1,74.3,86.5,70.9,91.5,93.7,77.5,100.3,85.7,95,73.7,87.6,87.6,92.9,80.7,74,87.7,68.2,117.4,100.1,97.7,101.1,87.6,83.2,85.9,118,87.3,79.5,93.2,99.2,66.6,83.9,100.4,73.5,60.8)
> y <- c(744.8,672.1,666.6,760.8,756,604.4,883.9,527.9,756.2,812.9,655.6,707.6,612.6,659.2,833.4,727.8,797.2,753,762,613.7,759.2,816.4,736.8,680.1,736.5,637.2,801.9,772.3,897.3,792.1,826.8,666.8,906.6,871.4,891,739.2,833.6,715.6,871.6,751.6,1005.5,681.2,837.3,674.7,806.3,860.2,689.8,691.6,682.6,800.1,1023.7,733.5,875.3,770.2,1005.7,982.3,742.9,974.2,822.3,773.2)
> x <- c(1332.7,1343.8,1421.6,1329.8,1306.8,1412.8,1358.1,1163.9,1467.9,1433.7,1362.2,1299,1291.5,1452.7,1555.4,1402.5,1242.9,1514.6,1308.6,1239.3,1519.9,1659.4,1597.6,1340.6,1427.2,1438.1,1616.2,1392.8,1318.7,1420.9,1221,1310,1466.7,1299.3,1640,1506.3,1530.2,1661.9,1880.3,1230.8,1406.5,1523.5,1323.2,1319.2,1500.7,1483,1497,1219.8,1472.9,1423.9,1629.6,1353.4,1366.8,1527.1,1487.6,1478.6,1536.7,1682.1,1576.5,1280.5)
> par7 = 'Canada'
> par6 = 'VS'
> par5 = 'VK'
> 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/1wll21226406369.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/2btqv1226406369.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/3ginl1226406369.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/469eq1226406369.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/5d1lo1226406369.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  
   349.9791       0.2965  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ispd1226406369.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]  454.4991  467.6134  480.7278  493.8421  506.9564  520.0707  533.1850
 [8]  546.2994  559.4137  572.5280  585.6423  598.7567  611.8710  624.9853
[15]  638.0996  651.2139  664.3283  677.4426  690.5569  703.6712  716.7856
[22]  729.8999  743.0142  756.1285  769.2428  782.3572  795.4715  808.5858
[29]  821.7001  834.8144  847.9288  861.0431  874.1574  887.2717  900.3861
[36]  913.5004  926.6147  939.7290  952.8433  965.9577  979.0720  992.1863
[43] 1005.3006 1018.4150 1031.5293 1044.6436 1057.7579 1070.8722 1083.9866
[50] 1097.1009

$yords
 [1]  40.47721  42.27814  44.07907  45.88000  47.68093  49.48186  51.28279
 [8]  53.08372  54.88465  56.68558  58.48651  60.28744  62.08837  63.88930
[15]  65.69023  67.49116  69.29209  71.09302  72.89395  74.69488  76.49581
[22]  78.29674  80.09767  81.89860  83.69953  85.50047  87.30140  89.10233
[29]  90.90326  92.70419  94.50512  96.30605  98.10698  99.90791 101.70884
[36] 103.50977 105.31070 107.11163 108.91256 110.71349 112.51442 114.31535
[43] 116.11628 117.91721 119.71814 121.51907 123.32000 125.12093 126.92186
[50] 128.72279

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.479662e-05 1.446160e-04 2.062748e-04 2.743685e-04 3.397143e-04
 [2,] 1.178011e-04 1.820541e-04 2.648036e-04 3.609288e-04 4.595611e-04
 [3,] 1.413404e-04 2.183470e-04 3.205554e-04 4.444378e-04 5.790541e-04
 [4,] 1.680463e-04 2.553252e-04 3.728797e-04 5.198099e-04 6.871508e-04
 [5,] 2.026649e-04 2.989267e-04 4.274940e-04 5.901689e-04 7.815720e-04
 [6,] 2.499962e-04 3.572423e-04 4.955096e-04 6.679581e-04 8.729766e-04
 [7,] 3.117174e-04 4.361947e-04 5.885321e-04 7.706136e-04 9.827503e-04
 [8,] 3.836407e-04 5.346718e-04 7.114950e-04 9.116462e-04 1.133738e-03
 [9,] 4.551756e-04 6.418336e-04 8.567830e-04 1.091049e-03 1.337380e-03
[10,] 5.118661e-04 7.386660e-04 1.003266e-03 1.290218e-03 1.583520e-03
[11,] 5.402375e-04 8.037756e-04 1.121709e-03 1.474915e-03 1.838701e-03
[12,] 5.327953e-04 8.210533e-04 1.184690e-03 1.605915e-03 2.054963e-03
[13,] 4.908089e-04 7.856679e-04 1.176643e-03 1.652914e-03 2.185991e-03
[14,] 4.236691e-04 7.056740e-04 1.099461e-03 1.605545e-03 2.203714e-03
[15,] 3.453759e-04 5.988030e-04 9.714192e-04 1.476756e-03 2.108197e-03
[16,] 2.699810e-04 4.862901e-04 8.204174e-04 1.297627e-03 1.926935e-03
[17,] 2.079086e-04 3.865845e-04 6.749290e-04 1.106515e-03 1.704530e-03
[18,] 1.642218e-04 3.111931e-04 5.563177e-04 9.373159e-04 1.487653e-03
[19,] 1.388024e-04 2.634527e-04 4.747907e-04 8.110851e-04 1.311376e-03
[20,] 1.277412e-04 2.397123e-04 4.292966e-04 7.329938e-04 1.191317e-03
[21,] 1.251578e-04 2.318448e-04 4.102915e-04 6.942681e-04 1.123006e-03
[22,] 1.249374e-04 2.301155e-04 4.038896e-04 6.773394e-04 1.087090e-03
[23,] 1.221410e-04 2.257881e-04 3.961619e-04 6.621785e-04 1.057628e-03
[24,] 1.139360e-04 2.130789e-04 3.767189e-04 6.321537e-04 1.010710e-03
[25,] 9.990463e-05 1.901358e-04 3.409244e-04 5.781770e-04 9.312472e-04
[26,] 8.166436e-05 1.588381e-04 2.902800e-04 5.002735e-04 8.164217e-04
[27,] 6.194943e-05 1.235247e-04 2.309540e-04 4.062786e-04 6.751220e-04
[28,] 4.352174e-05 8.917209e-05 1.710724e-04 3.082735e-04 5.238028e-04
[29,] 2.833152e-05 5.975097e-05 1.178840e-04 2.182309e-04 3.805014e-04
[30,] 1.717995e-05 3.733302e-05 7.586167e-05 1.445793e-04 2.593955e-04
[31,] 9.863844e-06 2.208048e-05 4.622231e-05 9.075921e-05 1.677914e-04
[32,] 5.584456e-06 1.284126e-05 2.762314e-05 5.576150e-05 1.060443e-04
[33,] 3.370696e-06 7.911546e-06 1.737336e-05 3.580707e-05 6.954312e-05
[34,] 2.365085e-06 5.633178e-06 1.253804e-05 2.615533e-05 5.133439e-05
[35,] 1.945310e-06 4.708805e-06 1.062624e-05 2.240742e-05 4.428860e-05
[36,] 1.729728e-06 4.282890e-06 9.865196e-06 2.117116e-05 4.241970e-05
[37,] 1.528271e-06 3.891424e-06 9.205398e-06 2.024988e-05 4.147918e-05
[38,] 1.279975e-06 3.361177e-06 8.194070e-06 1.855707e-05 3.907565e-05
[39,] 9.958734e-07 2.700486e-06 6.795895e-06 1.587926e-05 3.447270e-05
[40,] 7.141860e-07 2.001005e-06 5.202119e-06 1.255407e-05 2.813786e-05
[41,] 4.707065e-07 1.363009e-06 3.661933e-06 9.131572e-06 2.114509e-05
[42,] 2.848031e-07 8.524257e-07 2.367116e-06 6.100798e-06 1.459997e-05
[43,] 1.581302e-07 4.892316e-07 1.404312e-06 3.741209e-06 9.254421e-06
[44,] 8.055467e-08 2.576265e-07 7.644388e-07 2.105218e-06 5.383224e-06
[45,] 3.764827e-08 1.244661e-07 3.817818e-07 1.086897e-06 2.873163e-06
[46,] 1.614233e-08 5.516731e-08 1.749294e-07 5.148275e-07 1.406921e-06
[47,] 6.349652e-09 2.243246e-08 7.353217e-08 2.237205e-07 6.320562e-07
[48,] 2.291362e-09 8.368223e-09 2.835666e-08 8.918983e-08 2.605016e-07
[49,] 7.585717e-10 2.863847e-09 1.003215e-08 3.262029e-08 9.849863e-08
[50,] 2.303872e-10 8.991369e-10 3.256067e-09 1.094516e-08 3.416751e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.911110e-04 4.184219e-04 4.158449e-04 3.839243e-04 3.293505e-04
 [2,] 5.454890e-04 6.028239e-04 6.198072e-04 5.927689e-04 5.274068e-04
 [3,] 7.064280e-04 8.050335e-04 8.557161e-04 8.478416e-04 7.829522e-04
 [4,] 8.566783e-04 1.003183e-03 1.100423e-03 1.128949e-03 1.082563e-03
 [5,] 9.863332e-04 1.179252e-03 1.329767e-03 1.410009e-03 1.403517e-03
 [6,] 1.100457e-03 1.329595e-03 1.530470e-03 1.670250e-03 1.722413e-03
 [7,] 1.220439e-03 1.470578e-03 1.709584e-03 1.905758e-03 2.026372e-03
 [8,] 1.376393e-03 1.634645e-03 1.895385e-03 2.134901e-03 2.321233e-03
 [9,] 1.592646e-03 1.856678e-03 2.127208e-03 2.393337e-03 2.631734e-03
[10,] 1.872708e-03 2.155956e-03 2.437428e-03 2.719254e-03 2.992236e-03
[11,] 2.191367e-03 2.522094e-03 2.833238e-03 3.134483e-03 3.430989e-03
[12,] 2.498752e-03 2.912260e-03 3.286774e-03 3.629606e-03 3.954073e-03
[13,] 2.735686e-03 3.262172e-03 3.739010e-03 4.160113e-03 4.535820e-03
[14,] 2.854225e-03 3.507151e-03 4.117120e-03 4.656658e-03 5.120832e-03
[15,] 2.834709e-03 3.604793e-03 4.359033e-03 5.046711e-03 5.638654e-03
[16,] 2.692231e-03 3.549759e-03 4.435235e-03 5.279503e-03 6.026656e-03
[17,] 2.470211e-03 3.374553e-03 4.358437e-03 5.343629e-03 6.251854e-03
[18,] 2.224434e-03 3.136273e-03 4.176836e-03 5.269094e-03 6.321346e-03
[19,] 2.004500e-03 2.895449e-03 3.954088e-03 5.112573e-03 6.275724e-03
[20,] 1.839829e-03 2.695940e-03 3.745110e-03 4.932784e-03 6.168336e-03
[21,] 1.734396e-03 2.553434e-03 3.578029e-03 4.767486e-03 6.040643e-03
[22,] 1.670329e-03 2.455396e-03 3.448728e-03 4.621935e-03 5.905550e-03
[23,] 1.617442e-03 2.370396e-03 3.328050e-03 4.472127e-03 5.745526e-03
[24,] 1.544713e-03 2.261914e-03 3.176733e-03 4.279095e-03 5.524339e-03
[25,] 1.430216e-03 2.101552e-03 2.961481e-03 4.006871e-03 5.205380e-03
[26,] 1.267110e-03 1.877966e-03 2.666909e-03 3.637138e-03 4.768377e-03
[27,] 1.064441e-03 1.599570e-03 2.300464e-03 3.176446e-03 4.218868e-03
[28,] 8.429404e-04 1.290862e-03 1.889756e-03 2.654867e-03 3.588459e-03
[29,] 6.276111e-04 9.840653e-04 1.473867e-03 2.117514e-03 2.927009e-03
[30,] 4.400618e-04 7.094012e-04 1.092055e-03 1.612338e-03 2.290116e-03
[31,] 2.933861e-04 4.875877e-04 7.740207e-04 1.178630e-03 1.726475e-03
[32,] 1.908674e-04 3.267760e-04 5.347709e-04 8.399161e-04 1.269179e-03
[33,] 1.278803e-04 2.238074e-04 3.746788e-04 6.024724e-04 9.326894e-04
[34,] 9.524095e-05 1.679391e-04 2.830149e-04 4.580618e-04 7.143741e-04
[35,] 8.238150e-05 1.449332e-04 2.425412e-04 3.883554e-04 5.980232e-04
[36,] 7.958170e-05 1.403166e-04 2.336137e-04 3.692997e-04 5.575816e-04
[37,] 7.926178e-05 1.416447e-04 2.374959e-04 3.751670e-04 5.611179e-04
[38,] 7.659737e-05 1.400029e-04 2.391178e-04 3.826961e-04 5.759621e-04
[39,] 6.959157e-05 1.307886e-04 2.291737e-04 3.751290e-04 5.750185e-04
[40,] 5.861381e-05 1.135790e-04 2.049661e-04 3.449708e-04 5.424831e-04
[41,] 4.549516e-05 9.102182e-05 1.695002e-04 2.941447e-04 4.763849e-04
[42,] 3.246090e-05 6.709967e-05 1.290665e-04 2.312645e-04 3.865195e-04
[43,] 2.126737e-05 4.543621e-05 9.031907e-05 1.672206e-04 2.887102e-04
[44,] 1.278836e-05 2.824275e-05 5.803339e-05 1.110608e-04 1.981845e-04
[45,] 7.056141e-06 1.611025e-05 3.422338e-05 6.771107e-05 1.249167e-04
[46,] 3.572117e-06 8.431871e-06 1.851927e-05 3.788408e-05 7.226535e-05
[47,] 1.659084e-06 4.048937e-06 9.194670e-06 1.944857e-05 3.836237e-05
[48,] 7.069429e-07 1.783767e-06 4.188297e-06 9.160526e-06 1.868529e-05
[49,] 2.763558e-07 7.209536e-07 1.750316e-06 3.958571e-06 8.350066e-06
[50,] 9.911017e-08 2.673283e-07 6.710700e-07 1.569399e-06 3.423446e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.626534e-04 1.948836e-04 1.347109e-04 8.693296e-05 5.255914e-05
 [2,] 4.367870e-04 3.370389e-04 2.426985e-04 1.635104e-04 1.035004e-04
 [3,] 6.742140e-04 5.419582e-04 4.074139e-04 2.872785e-04 1.909258e-04
 [4,] 9.704653e-04 8.141209e-04 6.403592e-04 4.738051e-04 3.315139e-04
 [5,] 1.310833e-03 1.149392e-03 9.478679e-04 7.375617e-04 5.444382e-04
 [6,] 1.675336e-03 1.536433e-03 1.329988e-03 1.089730e-03 8.493883e-04
 [7,] 2.047330e-03 1.961393e-03 1.781276e-03 1.536183e-03 1.263302e-03
 [8,] 2.421816e-03 2.413842e-03 2.292874e-03 2.075675e-03 1.795789e-03
 [9,] 2.809066e-03 2.891071e-03 2.854833e-03 2.698590e-03 2.444183e-03
[10,] 3.231144e-03 3.398737e-03 3.458001e-03 3.387241e-03 3.190467e-03
[11,] 3.712016e-03 3.947359e-03 4.095233e-03 4.118751e-03 4.002784e-03
[12,] 4.264568e-03 4.545451e-03 4.761338e-03 4.870145e-03 4.842505e-03
[13,] 4.879338e-03 5.191086e-03 5.450778e-03 5.623075e-03 5.674443e-03
[14,] 5.520051e-03 5.864988e-03 6.152989e-03 6.364925e-03 6.474991e-03
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[26,] 1.225304e-04 1.196484e-04 1.130105e-04 1.010210e-04 8.452915e-05
[27,] 6.934936e-05 6.615576e-05 6.287016e-05 5.738277e-05 4.935735e-05
[28,] 3.984413e-05 3.522810e-05 3.276617e-05 3.016362e-05 2.653499e-05
[29,] 2.555708e-05 1.923697e-05 1.648654e-05 1.485478e-05 1.319670e-05
[30,] 2.000094e-05 1.202886e-05 8.612987e-06 7.091657e-06 6.154741e-06
[31,] 1.888972e-05 9.444763e-06 5.305766e-06 3.575575e-06 2.802160e-06
[32,] 1.982952e-05 9.091283e-06 4.260549e-06 2.221090e-06 1.388960e-06
[33,] 2.201538e-05 9.960163e-06 4.374083e-06 1.937033e-06 9.307293e-07
[34,] 2.617449e-05 1.223447e-05 5.486137e-06 2.378706e-06 1.018461e-06
[35,] 3.480450e-05 1.740044e-05 8.366008e-06 3.856272e-06 1.701950e-06
[36,] 5.262059e-05 2.863334e-05 1.496602e-05 7.457681e-06 3.520202e-06
[37,] 8.690257e-05 5.124677e-05 2.882623e-05 1.534060e-05 7.675554e-06
[38,] 1.470967e-04 9.272447e-05 5.531604e-05 3.101408e-05 1.626378e-05
[39,] 2.428214e-04 1.616140e-04 1.011765e-04 5.925805e-05 3.235625e-05
[40,] 3.798043e-04 2.646806e-04 1.727869e-04 1.052244e-04 5.962347e-05
[41,] 5.545111e-04 4.025248e-04 2.730129e-04 1.724368e-04 1.012203e-04
[42,] 7.498999e-04 5.652423e-04 3.974709e-04 2.600042e-04 1.579605e-04
[43,] 9.355919e-04 7.308377e-04 5.321344e-04 3.602208e-04 2.263797e-04
[44,] 1.074499e-03 8.687727e-04 6.544791e-04 4.582475e-04 2.978055e-04
[45,] 1.134566e-03 9.487176e-04 7.390858e-04 5.350812e-04 3.595270e-04
[46,] 1.100675e-03 9.512966e-04 7.661062e-04 5.733799e-04 3.982702e-04
[47,] 9.806923e-04 8.756575e-04 7.287960e-04 5.637947e-04 4.048001e-04
[48,] 8.023672e-04 7.398378e-04 6.362200e-04 5.086618e-04 3.774875e-04
[49,] 6.027809e-04 5.737220e-04 5.096543e-04 4.210698e-04 3.229643e-04
[50,] 4.158256e-04 4.083497e-04 3.746348e-04 3.198096e-04 2.535086e-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  
   35.29521      0.05704  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7disn1226406369.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] 1063.186 1081.917 1100.648 1119.379 1138.111 1156.842 1175.573 1194.304
 [9] 1213.035 1231.766 1250.498 1269.229 1287.960 1306.691 1325.422 1344.154
[17] 1362.885 1381.616 1400.347 1419.078 1437.810 1456.541 1475.272 1494.003
[25] 1512.734 1531.466 1550.197 1568.928 1587.659 1606.390 1625.122 1643.853
[33] 1662.584 1681.315 1700.046 1718.778 1737.509 1756.240 1774.971 1793.702
[41] 1812.434 1831.165 1849.896 1868.627 1887.358 1906.089 1924.821 1943.552
[49] 1962.283 1981.014

$yords
 [1]  40.47721  42.27814  44.07907  45.88000  47.68093  49.48186  51.28279
 [8]  53.08372  54.88465  56.68558  58.48651  60.28744  62.08837  63.88930
[15]  65.69023  67.49116  69.29209  71.09302  72.89395  74.69488  76.49581
[22]  78.29674  80.09767  81.89860  83.69953  85.50047  87.30140  89.10233
[29]  90.90326  92.70419  94.50512  96.30605  98.10698  99.90791 101.70884
[36] 103.50977 105.31070 107.11163 108.91256 110.71349 112.51442 114.31535
[43] 116.11628 117.91721 119.71814 121.51907 123.32000 125.12093 126.92186
[50] 128.72279

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.004875e-05 1.364280e-04 1.922752e-04 2.516397e-04 3.055252e-04
 [2,] 1.153471e-04 1.785490e-04 2.584545e-04 3.487560e-04 4.378495e-04
 [3,] 1.426532e-04 2.232565e-04 3.292545e-04 4.553075e-04 5.883678e-04
 [4,] 1.739039e-04 2.718772e-04 4.043807e-04 5.684542e-04 7.514061e-04
 [5,] 2.121970e-04 3.280699e-04 4.870980e-04 6.897700e-04 9.257122e-04
 [6,] 2.599385e-04 3.958199e-04 5.825072e-04 8.243502e-04 1.114915e-03
 [7,] 3.163727e-04 4.760549e-04 6.934555e-04 9.764230e-04 1.323362e-03
 [8,] 3.757662e-04 5.634651e-04 8.158938e-04 1.143375e-03 1.549081e-03
 [9,] 4.275897e-04 6.454698e-04 9.362321e-04 1.311376e-03 1.777779e-03
[10,] 4.592907e-04 7.046488e-04 1.032765e-03 1.455418e-03 1.981533e-03
[11,] 4.608568e-04 7.243576e-04 1.081616e-03 1.544871e-03 2.123755e-03
[12,] 4.290620e-04 6.952999e-04 1.065311e-03 1.553228e-03 2.169370e-03
[13,] 3.691170e-04 6.197977e-04 9.801888e-04 1.468335e-03 2.096839e-03
[14,] 2.927647e-04 5.113832e-04 8.388142e-04 1.298350e-03 1.907263e-03
[15,] 2.138831e-04 3.898671e-04 6.659163e-04 1.070176e-03 1.626176e-03
[16,] 1.439355e-04 2.745108e-04 4.898775e-04 8.207826e-04 1.296565e-03
[17,] 8.931097e-05 1.786288e-04 3.340121e-04 5.855712e-04 9.658893e-04
[18,] 5.119179e-05 1.076122e-04 2.114112e-04 3.891001e-04 6.728880e-04
[19,] 2.718718e-05 6.020701e-05 1.246103e-04 2.415463e-04 4.396006e-04
[20,] 1.343957e-05 3.143647e-05 6.874805e-05 1.408138e-04 2.706810e-04
[21,] 6.225929e-06 1.542998e-05 3.577097e-05 7.768246e-05 1.582674e-04
[22,] 2.729209e-06 7.192206e-06 1.773702e-05 4.097443e-05 8.874696e-05
[23,] 1.147134e-06 3.226389e-06 8.491939e-06 2.092457e-05 4.828215e-05
[24,] 4.699219e-07 1.414896e-06 3.983287e-06 1.048324e-05 2.578507e-05
[25,] 1.908621e-07 6.159043e-07 1.854874e-06 5.210266e-06 1.364240e-05
[26,] 7.789500e-08 2.689409e-07 8.643203e-07 2.583707e-06 7.179346e-06
[27,] 3.209065e-08 1.180232e-07 4.029349e-07 1.276183e-06 3.747911e-06
[28,] 1.326277e-08 5.166261e-08 1.863813e-07 6.225002e-07 1.924257e-06
[29,] 5.421230e-09 2.224490e-08 8.440168e-08 2.960543e-07 9.599232e-07
[30,] 2.154294e-09 9.272420e-09 3.686711e-08 1.353972e-07 4.592967e-07
[31,] 8.189601e-10 3.686858e-09 1.532362e-08 5.879953e-08 2.083077e-07
[32,] 2.939282e-10 1.381524e-09 5.993068e-09 2.399519e-08 8.867590e-08
[33,] 9.859591e-11 4.833245e-10 2.186324e-09 9.126476e-09 3.515856e-08
[34,] 3.068080e-11 1.567669e-10 7.390814e-10 3.215140e-09 1.290642e-08
[35,] 8.808058e-12 4.689765e-11 2.303800e-10 1.044197e-09 4.367116e-09
[36,] 2.323615e-12 1.289088e-11 6.597980e-11 3.115828e-10 1.357700e-09
[37,] 5.617073e-13 3.247295e-12 1.732018e-11 8.523793e-11 3.870842e-10
[38,] 1.242389e-13 7.487477e-13 4.163789e-12 2.136814e-11 1.012128e-10
[39,] 2.515305e-14 1.581940e-13 9.184177e-13 4.923116e-12 2.437343e-11
[40,] 4.682305e-15 3.081294e-14 1.873818e-13 1.053557e-12 5.480153e-12
[41,] 8.126150e-16 5.631462e-15 3.615653e-14 2.152877e-13 1.190212e-12
[42,] 1.360167e-16 1.006252e-15 6.929730e-15 4.448816e-14 2.666245e-13
[43,] 2.343396e-17 1.889767e-16 1.425831e-15 1.007187e-14 6.662438e-14
[44,] 4.492336e-18 4.005636e-17 3.341900e-16 2.606148e-15 1.897309e-14
[45,] 9.798082e-19 9.576788e-18 8.714272e-17 7.371591e-16 5.789516e-15
[46,] 2.289339e-19 2.402065e-18 2.335022e-17 2.101115e-16 1.748818e-15
[47,] 5.297235e-20 5.872910e-19 6.016393e-18 5.692776e-17 4.973684e-16
[48,] 1.154444e-20 1.341703e-19 1.439176e-18 1.424540e-17 1.301018e-16
[49,] 2.314473e-21 2.810324e-20 3.147985e-19 3.252771e-18 3.100254e-17
[50,] 4.227457e-22 5.355849e-21 6.258518e-20 6.745251e-19 6.705019e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.439986e-04 3.592145e-04 3.481079e-04 3.135016e-04 2.631108e-04
 [2,] 5.109114e-04 5.539290e-04 5.582270e-04 5.234998e-04 4.579366e-04
 [3,] 7.090314e-04 7.960147e-04 8.324848e-04 8.116759e-04 7.392612e-04
 [4,] 9.306978e-04 1.077955e-03 1.166505e-03 1.179741e-03 1.116724e-03
 [5,] 1.171541e-03 1.393356e-03 1.554398e-03 1.625668e-03 1.595264e-03
 [6,] 1.432590e-03 1.740590e-03 1.993354e-03 2.148309e-03 2.178787e-03
 [7,] 1.716854e-03 2.120527e-03 2.482689e-03 2.747575e-03 2.870984e-03
 [8,] 2.021529e-03 2.528260e-03 3.015386e-03 3.416189e-03 3.667705e-03
 [9,] 2.330442e-03 2.943851e-03 3.566818e-03 4.126203e-03 4.541650e-03
[10,] 2.611651e-03 3.328786e-03 4.089297e-03 4.820305e-03 5.429221e-03
[11,] 2.822306e-03 3.631458e-03 4.518223e-03 5.417220e-03 6.232486e-03
[12,] 2.919368e-03 3.799687e-03 4.788030e-03 5.831612e-03 6.841172e-03
[13,] 2.872610e-03 3.795163e-03 4.850294e-03 5.998799e-03 7.165501e-03
[14,] 2.675472e-03 3.604917e-03 4.686527e-03 5.892086e-03 7.162572e-03
[15,] 2.349582e-03 3.246619e-03 4.312485e-03 5.526672e-03 6.843863e-03
[16,] 1.940453e-03 2.765981e-03 3.774569e-03 4.952400e-03 6.264422e-03
[17,] 1.505219e-03 2.226329e-03 3.140021e-03 4.241133e-03 5.503794e-03
[18,] 1.097151e-03 1.693143e-03 2.482861e-03 3.472889e-03 4.648467e-03
[19,] 7.532581e-04 1.218939e-03 1.868718e-03 2.722433e-03 3.779342e-03
[20,] 4.893754e-04 8.340398e-04 1.343037e-03 2.047899e-03 2.963103e-03
[21,] 3.029668e-04 5.457391e-04 9.263871e-04 1.483967e-03 2.246334e-03
[22,] 1.803695e-04 3.442472e-04 6.174214e-04 1.041368e-03 1.653035e-03
[23,] 1.043461e-04 2.112431e-04 4.006511e-04 7.120794e-04 1.186454e-03
[24,] 5.925526e-05 1.271898e-04 2.549572e-04 4.772776e-04 8.345892e-04
[25,] 3.327938e-05 7.560163e-05 1.598996e-04 3.148523e-04 5.773131e-04
[26,] 1.853431e-05 4.443876e-05 9.893806e-05 2.045478e-04 3.928074e-04
[27,] 1.020256e-05 2.573841e-05 6.017056e-05 1.303681e-04 2.618729e-04
[28,] 5.504206e-06 1.456818e-05 3.567956e-05 8.087666e-05 1.697370e-04
[29,] 2.876898e-06 7.969825e-06 2.041096e-05 4.833600e-05 1.058848e-04
[30,] 1.439133e-06 4.165525e-06 1.113955e-05 2.752979e-05 6.289779e-05
[31,] 6.813698e-07 2.058043e-06 5.741079e-06 1.479478e-05 3.523337e-05
[32,] 3.025015e-07 9.526686e-07 2.770280e-06 7.440113e-06 1.846119e-05
[33,] 1.250073e-07 4.102700e-07 1.243107e-06 3.478221e-06 8.990062e-06
[34,] 4.781331e-08 1.634867e-07 5.160382e-07 1.504014e-06 4.048913e-06
[35,] 1.685471e-08 6.003681e-08 1.974062e-07 5.993176e-07 1.680565e-06
[36,] 5.459408e-09 2.026092e-08 6.941087e-08 2.195658e-07 6.415469e-07
[37,] 1.622277e-09 6.275745e-09 2.241437e-08 7.393401e-08 2.253213e-07
[38,] 4.425676e-10 1.786940e-09 6.664570e-09 2.296979e-08 7.320074e-08
[39,] 1.114883e-10 4.713906e-10 1.843431e-09 6.672475e-09 2.237478e-08
[40,] 2.639103e-11 1.177716e-10 4.875385e-10 1.874560e-09 6.703766e-09
[41,] 6.117399e-12 2.927240e-11 1.305966e-10 5.440069e-10 2.118520e-09
[42,] 1.493582e-12 7.828290e-12 3.841443e-11 1.765250e-10 7.594521e-10
[43,] 4.126068e-13 2.390743e-12 1.294736e-11 6.545318e-11 3.084405e-10
[44,] 1.287648e-13 8.134792e-13 4.777246e-12 2.604522e-11 1.316728e-10
[45,] 4.216641e-14 2.845075e-13 1.776847e-12 1.026417e-11 5.480990e-11
[46,] 1.345599e-14 9.566446e-14 6.281733e-13 3.808603e-12 2.131575e-11
[47,] 4.011323e-15 2.985828e-14 2.050881e-13 1.299750e-12 7.599418e-12
[48,] 1.096215e-15 8.520741e-15 6.109444e-14 4.040616e-13 2.464894e-12
[49,] 2.725506e-16 2.209989e-15 1.652782e-14 1.140029e-13 7.252445e-13
[50,] 6.147106e-17 5.197628e-16 4.053214e-15 2.915082e-14 1.933554e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.069673e-04 1.544733e-04 1.122606e-04 8.340851e-05 6.786675e-05
 [2,] 3.754442e-04 2.913356e-04 2.183471e-04 1.643169e-04 1.318250e-04
 [3,] 6.314475e-04 5.098138e-04 3.952545e-04 3.033263e-04 2.421587e-04
 [4,] 9.925616e-04 8.335799e-04 6.696281e-04 5.266742e-04 4.219989e-04
 [5,] 1.472414e-03 1.284612e-03 1.069459e-03 8.647576e-04 7.003485e-04
 [6,] 2.082737e-03 1.883594e-03 1.623366e-03 1.351201e-03 1.111802e-03
 [7,] 2.834155e-03 2.650082e-03 2.359933e-03 2.021660e-03 1.695512e-03
 [8,] 3.729481e-03 3.596769e-03 3.302747e-03 2.909426e-03 2.491416e-03
 [9,] 4.747558e-03 4.713765e-03 4.456200e-03 4.033272e-03 3.530132e-03
[10,] 5.825495e-03 5.947466e-03 5.783189e-03 5.376222e-03 4.814240e-03
[11,] 6.854394e-03 7.188650e-03 7.186500e-03 6.862975e-03 6.295027e-03
[12,] 7.699255e-03 8.285480e-03 8.511699e-03 8.352593e-03 7.857725e-03
[13,] 8.238083e-03 9.083507e-03 9.581160e-03 9.661227e-03 9.331356e-03
[14,] 8.400326e-03 9.474986e-03 1.024838e-02 1.061302e-02 1.052895e-02
[15,] 8.184074e-03 9.430647e-03 1.044454e-02 1.109597e-02 1.130369e-02
[16,] 7.646050e-03 8.997910e-03 1.019172e-02 1.109234e-02 1.159222e-02
[17,] 6.875398e-03 8.271765e-03 9.579131e-03 1.066842e-02 1.142204e-02
[18,] 5.967984e-03 7.359337e-03 8.721495e-03 9.935120e-03 1.088331e-02
[19,] 5.010843e-03 6.356365e-03 7.725156e-03 9.006295e-03 1.008699e-02
[20,] 4.075922e-03 5.339713e-03 6.674257e-03 7.975461e-03 9.133688e-03
[21,] 3.217782e-03 4.368761e-03 5.632650e-03 6.913312e-03 8.103284e-03
[22,] 2.471997e-03 3.487285e-03 4.649623e-03 5.874569e-03 7.058422e-03
[23,] 1.854592e-03 2.722893e-03 3.761604e-03 4.902353e-03 6.049250e-03
[24,] 1.364064e-03 2.086037e-03 2.989952e-03 4.026574e-03 5.112696e-03
[25,] 9.863070e-04 1.571628e-03 2.339413e-03 3.260452e-03 4.268342e-03
[26,] 7.010893e-04 1.164119e-03 1.800873e-03 2.600966e-03 3.517301e-03
[27,] 4.879771e-04 8.442990e-04 1.358187e-03 2.035181e-03 2.848048e-03
[28,] 3.300137e-04 5.949237e-04 9.956167e-04 1.549377e-03 2.247286e-03
[29,] 2.146810e-04 4.031777e-04 7.021430e-04 1.135659e-03 1.709512e-03
[30,] 1.329212e-04 2.600176e-04 4.713129e-04 7.927435e-04 1.239695e-03
[31,] 7.757990e-05 1.580517e-04 2.982144e-04 5.218223e-04 8.483593e-04
[32,] 4.234235e-05 8.982954e-05 1.764419e-04 3.212825e-04 5.433103e-04
[33,] 2.147489e-05 4.744057e-05 9.701077e-05 1.838635e-04 3.235460e-04
[34,] 1.007271e-05 2.317188e-05 4.933799e-05 9.735505e-05 1.783398e-04
[35,] 4.354747e-06 1.043444e-05 2.314070e-05 4.755993e-05 9.074532e-05
[36,] 1.732358e-06 4.326082e-06 1.000041e-05 2.142794e-05 4.263432e-05
[37,] 6.348195e-07 1.654732e-06 3.994783e-06 8.944615e-06 1.861007e-05
[38,] 2.158614e-07 5.896064e-07 1.493579e-06 3.514597e-06 7.698122e-06
[39,] 6.958729e-08 2.009967e-07 5.400481e-07 1.352268e-06 3.162076e-06
[40,] 2.233209e-08 6.941013e-08 2.015967e-07 5.479486e-07 1.395448e-06
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[20,] 5.900654e-03 5.141151e-03 4.307935e-03 3.447914e-03 2.620498e-03
[21,] 6.691177e-03 6.056555e-03 5.294330e-03 4.429953e-03 3.521502e-03
[22,] 7.238303e-03 6.747037e-03 6.108690e-03 5.314340e-03 4.401882e-03
[23,] 7.477049e-03 7.103628e-03 6.603087e-03 5.931797e-03 5.094359e-03
[24,] 7.402523e-03 7.090605e-03 6.699212e-03 6.163929e-03 5.455818e-03
[25,] 7.061600e-03 6.750943e-03 6.413631e-03 5.986556e-03 5.420565e-03
[26,] 6.532604e-03 6.184367e-03 5.846195e-03 5.476193e-03 5.025381e-03
[27,] 5.905533e-03 5.512787e-03 5.140659e-03 4.777803e-03 4.393239e-03
[28,] 5.267248e-03 4.848752e-03 4.438503e-03 4.052389e-03 3.685707e-03
[29,] 4.687781e-03 4.273407e-03 3.843328e-03 3.428695e-03 3.048508e-03
[30,] 4.205458e-03 3.823374e-03 3.402252e-03 2.974286e-03 2.572212e-03
[31,] 3.816842e-03 3.487132e-03 3.103888e-03 2.689281e-03 2.277543e-03
[32,] 3.481186e-03 3.214595e-03 2.891724e-03 2.519605e-03 2.123839e-03
[33,] 3.141811e-03 2.940556e-03 2.690454e-03 2.384461e-03 2.034188e-03
[34,] 2.754834e-03 2.613934e-03 2.437450e-03 2.209722e-03 1.928485e-03
[35,] 2.310132e-03 2.219122e-03 2.106639e-03 1.955289e-03 1.753289e-03
[36,] 1.834725e-03 1.779656e-03 1.714511e-03 1.625550e-03 1.497518e-03
[37,] 1.379733e-03 1.344965e-03 1.307684e-03 1.260209e-03 1.188866e-03
[38,] 1.000057e-03 9.696467e-04 9.412023e-04 9.129699e-04 8.755088e-04
[39,] 7.365679e-04 6.957435e-04 6.592872e-04 6.303662e-04 6.043494e-04
[40,] 6.058307e-04 5.432657e-04 4.852595e-04 4.395582e-04 4.062018e-04
[41,] 5.973359e-04 5.081873e-04 4.201518e-04 3.462611e-04 2.915646e-04
[42,] 6.763606e-04 5.648150e-04 4.457841e-04 3.384640e-04 2.538934e-04
[43,] 7.916690e-04 6.710244e-04 5.292418e-04 3.913344e-04 2.750740e-04
[44,] 8.880323e-04 7.770418e-04 6.288808e-04 4.719495e-04 3.300736e-04
[45,] 9.216207e-04 8.379109e-04 7.032118e-04 5.451990e-04 3.911050e-04
[46,] 8.729033e-04 8.264385e-04 7.218134e-04 5.817158e-04 4.327885e-04
[47,] 7.507491e-04 7.407350e-04 6.740868e-04 5.658275e-04 4.381565e-04
[48,] 5.852699e-04 6.019445e-04 5.709724e-04 4.995065e-04 4.030444e-04
[49,] 4.133039e-04 4.431376e-04 4.381852e-04 3.996037e-04 3.360930e-04
[50,] 2.643221e-04 2.954500e-04 3.045662e-04 2.895527e-04 2.538770e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.932140e-06 1.206546e-06 8.303342e-07 6.071223e-07 4.461392e-07
 [2,] 5.298247e-06 3.422489e-06 2.439110e-06 1.851225e-06 1.414985e-06
 [3,] 1.316751e-05 8.796218e-06 6.490152e-06 5.112219e-06 4.064052e-06
 [4,] 2.966220e-05 2.048500e-05 1.564367e-05 1.278597e-05 1.057047e-05
 [5,] 6.057491e-05 4.323139e-05 3.415880e-05 2.896282e-05 2.489783e-05
 [6,] 1.121631e-04 8.268588e-05 6.757237e-05 5.942103e-05 5.310846e-05
 [7,] 1.883569e-04 1.433485e-04 1.211068e-04 1.104192e-04 1.025902e-04
 [8,] 2.869723e-04 2.253037e-04 1.966711e-04 1.858534e-04 1.794710e-04
 [9,] 3.968880e-04 3.211339e-04 2.894303e-04 2.833616e-04 2.843393e-04
[10,] 4.987615e-04 4.153057e-04 3.860799e-04 3.913751e-04 4.079872e-04
[11,] 5.706320e-04 4.878065e-04 4.670129e-04 4.897759e-04 5.302084e-04
[12,] 5.968880e-04 5.215451e-04 5.127719e-04 5.555358e-04 6.241519e-04
[13,] 5.765505e-04 5.103762e-04 5.123289e-04 5.716760e-04 6.657600e-04
[14,] 5.269175e-04 4.637996e-04 4.690548e-04 5.351832e-04 6.440842e-04
[15,] 4.815795e-04 4.064363e-04 4.014412e-04 4.596175e-04 5.668461e-04
[16,] 4.850970e-04 3.737046e-04 3.390257e-04 3.714247e-04 4.582204e-04
[17,] 5.870814e-04 4.066701e-04 3.166694e-04 3.028769e-04 3.507114e-04
[18,] 8.354694e-04 5.472296e-04 3.698773e-04 2.858000e-04 2.762536e-04
[19,] 1.265631e-03 8.313651e-04 5.306700e-04 3.478523e-04 2.607294e-04
[20,] 1.883056e-03 1.277136e-03 8.208481e-04 5.094582e-04 3.221551e-04
[21,] 2.644092e-03 1.868070e-03 1.240682e-03 7.782179e-04 4.695025e-04
[22,] 3.447156e-03 2.539923e-03 1.756394e-03 1.140427e-03 6.993637e-04
[23,] 4.147736e-03 3.183141e-03 2.295327e-03 1.554326e-03 9.911542e-04
[24,] 4.599718e-03 3.668594e-03 2.757684e-03 1.952405e-03 1.305155e-03
[25,] 4.707911e-03 3.890541e-03 3.045570e-03 2.256882e-03 1.587968e-03
[26,] 4.465569e-03 3.807258e-03 3.098161e-03 2.404424e-03 1.785963e-03
[27,] 3.956553e-03 3.457747e-03 2.915328e-03 2.368862e-03 1.861779e-03
[28,] 3.321588e-03 2.945614e-03 2.557090e-03 2.170301e-03 1.806233e-03
[29,] 2.707063e-03 2.399412e-03 2.119750e-03 1.866342e-03 1.640242e-03
[30,] 2.220038e-03 1.929406e-03 1.701480e-03 1.530665e-03 1.406623e-03
[31,] 1.904547e-03 1.598093e-03 1.372737e-03 1.229183e-03 1.155935e-03
[32,] 1.741869e-03 1.411597e-03 1.161066e-03 1.002637e-03 9.317741e-04
[33,] 1.669548e-03 1.329913e-03 1.051995e-03 8.598608e-04 7.599180e-04
[34,] 1.610808e-03 1.289490e-03 1.002616e-03 7.818545e-04 6.441633e-04
[35,] 1.504370e-03 1.229776e-03 9.619901e-04 7.340845e-04 5.698499e-04
[36,] 1.324239e-03 1.114599e-03 8.910736e-04 6.822514e-04 5.135132e-04
[37,] 1.082690e-03 9.408537e-04 7.749497e-04 6.053985e-04 4.543697e-04
[38,] 8.175025e-04 7.325445e-04 6.233161e-04 5.012596e-04 3.824029e-04
[39,] 5.721180e-04 5.253213e-04 4.608820e-04 3.826608e-04 2.998469e-04
[40,] 3.792220e-04 3.505374e-04 3.140903e-04 2.684070e-04 2.167422e-04
[41,] 2.537068e-04 2.259710e-04 2.010984e-04 1.742583e-04 1.442475e-04
[42,] 1.941665e-04 1.547783e-04 1.283667e-04 1.080950e-04 8.961289e-05
[43,] 1.881789e-04 1.295220e-04 9.270015e-05 6.989654e-05 5.460189e-05
[44,] 2.172632e-04 1.370571e-04 8.534710e-05 5.447308e-05 3.668101e-05
[45,] 2.604432e-04 1.620595e-04 9.544830e-05 5.445663e-05 3.117550e-05
[46,] 2.975434e-04 1.894228e-04 1.121460e-04 6.228509e-05 3.299893e-05
[47,] 3.130976e-04 2.065877e-04 1.260293e-04 7.128156e-05 3.759319e-05
[48,] 2.999773e-04 2.059810e-04 1.305383e-04 7.641518e-05 4.139207e-05
[49,] 2.607106e-04 1.865309e-04 1.231078e-04 7.496678e-05 4.214329e-05
[50,] 2.052920e-04 1.531019e-04 1.053086e-04 6.681177e-05 3.910345e-05
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.158783e-07 2.104845e-07 1.305164e-07 7.492865e-08 3.973794e-08
 [2,] 1.043345e-06 7.244580e-07 4.682293e-07 2.802156e-07 1.549251e-07
 [3,] 3.120637e-06 2.257903e-06 1.521066e-06 9.489235e-07 5.469307e-07
 [4,] 8.452121e-06 6.372297e-06 4.474379e-06 2.909804e-06 1.748380e-06
 [5,] 2.072990e-05 1.628495e-05 1.191827e-05 8.079621e-06 5.060967e-06
 [6,] 4.604035e-05 3.768570e-05 2.874680e-05 2.031477e-05 1.326552e-05
 [7,] 9.259592e-05 7.897091e-05 6.278584e-05 4.625167e-05 3.148537e-05
 [8,] 1.686394e-04 1.498508e-04 1.241739e-04 9.535364e-05 6.766858e-05
 [9,] 2.781269e-04 2.574857e-04 2.223799e-04 1.780089e-04 1.316919e-04
[10,] 4.153821e-04 4.006365e-04 3.606266e-04 3.009129e-04 2.320730e-04
[11,] 5.617989e-04 5.644868e-04 5.295632e-04 4.606114e-04 3.703260e-04
[12,] 6.881122e-04 7.202250e-04 7.041696e-04 6.384457e-04 5.351034e-04
[13,] 7.633576e-04 8.321624e-04 8.478925e-04 8.013278e-04 7.001412e-04
[14,] 7.672248e-04 8.707968e-04 9.245325e-04 9.107470e-04 8.295250e-04
[15,] 6.993200e-04 8.255338e-04 9.129916e-04 9.373490e-04 8.899674e-04
[16,] 5.799888e-04 7.097945e-04 8.168229e-04 8.737178e-04 8.646416e-04
[17,] 4.425080e-04 5.555394e-04 6.628804e-04 7.378748e-04 7.608068e-04
[18,] 3.217008e-04 4.008161e-04 4.900507e-04 5.654056e-04 6.066006e-04
[19,] 2.452546e-04 2.776805e-04 3.349639e-04 3.951465e-04 4.390522e-04
[20,] 2.306953e-04 2.061486e-04 2.223074e-04 2.566240e-04 2.904886e-04
[21,] 2.863387e-04 1.947894e-04 1.630536e-04 1.649412e-04 1.803640e-04
[22,] 4.123965e-04 2.444425e-04 1.585626e-04 1.232998e-04 1.150261e-04
[23,] 5.999569e-04 3.510014e-04 2.059655e-04 1.292106e-04 9.302949e-05
[24,] 8.288933e-04 5.055439e-04 3.011772e-04 1.798004e-04 1.114665e-04
[25,] 1.067855e-03 6.928280e-04 4.384557e-04 2.734880e-04 1.696274e-04
[26,] 1.278720e-03 8.903717e-04 6.075683e-04 4.076784e-04 2.684077e-04
[27,] 1.425037e-03 1.069847e-03 7.906940e-04 5.739538e-04 4.059278e-04
[28,] 1.481421e-03 1.201358e-03 9.615291e-04 7.536021e-04 5.716154e-04
[29,] 1.440360e-03 1.260069e-03 1.088706e-03 9.170144e-04 7.424460e-04
[30,] 1.314161e-03 1.233565e-03 1.143961e-03 1.029493e-03 8.851194e-04
[31,] 1.131442e-03 1.127100e-03 1.112464e-03 1.062641e-03 9.654159e-04
[32,] 9.289253e-04 9.635034e-04 1.000022e-03 1.006217e-03 9.613336e-04
[33,] 7.407235e-04 7.763431e-04 8.323078e-04 8.735507e-04 8.729901e-04
[34,] 5.887364e-04 5.985950e-04 6.454412e-04 6.966344e-04 7.231218e-04
[35,] 4.781457e-04 4.521829e-04 4.726617e-04 5.133040e-04 5.475193e-04
[36,] 3.999463e-04 3.434934e-04 3.341145e-04 3.536377e-04 3.809213e-04
[37,] 3.388123e-04 2.662745e-04 2.342653e-04 2.323949e-04 2.460174e-04
[38,] 2.817751e-04 2.089897e-04 1.663841e-04 1.496591e-04 1.501165e-04
[39,] 2.233076e-04 1.618400e-04 1.198428e-04 9.688772e-05 8.877869e-05
[40,] 1.652089e-04 1.201195e-04 8.581215e-05 6.367059e-05 5.233053e-05
[41,] 1.129277e-04 8.361794e-05 5.938490e-05 4.192725e-05 3.127559e-05
[42,] 7.140916e-05 5.401991e-05 3.881117e-05 2.694843e-05 1.885950e-05
[43,] 4.274591e-05 3.254634e-05 2.370157e-05 1.650435e-05 1.121844e-05
[44,] 2.605108e-05 1.896452e-05 1.366850e-05 9.537591e-06 6.428459e-06
[45,] 1.861158e-05 1.181514e-05 7.863020e-06 5.302216e-06 3.523191e-06
[46,] 1.716412e-05 9.118758e-06 5.124368e-06 3.066726e-06 1.907738e-06
[47,] 1.870095e-05 8.965355e-06 4.287619e-06 2.132329e-06 1.133300e-06
[48,] 2.082399e-05 9.805168e-06 4.386976e-06 1.916211e-06 8.503400e-07
[49,] 2.189532e-05 1.053845e-05 4.722720e-06 1.990980e-06 8.053341e-07
[50,] 2.112002e-05 1.053419e-05 4.859614e-06 2.080255e-06 8.319862e-07
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.945007e-08 8.782478e-09 3.657769e-09 1.405031e-09 4.977511e-10
 [2,] 7.905310e-08 3.721344e-08 1.615793e-08 6.470576e-09 2.389775e-09
 [3,] 2.909447e-07 1.427830e-07 6.463221e-08 2.698321e-08 1.038952e-08
 [4,] 9.696049e-07 4.960731e-07 2.341019e-07 1.018913e-07 4.090030e-08
 [5,] 2.925991e-06 1.560661e-06 7.678114e-07 3.483967e-07 1.457979e-07
 [6,] 7.995470e-06 4.445948e-06 2.280326e-06 1.078708e-06 4.706181e-07
 [7,] 1.978374e-05 1.146868e-05 6.132428e-06 3.024312e-06 1.375559e-06
 [8,] 4.432681e-05 2.678896e-05 1.493349e-05 7.677909e-06 3.640687e-06
 [9,] 8.993274e-05 5.666196e-05 3.292938e-05 1.765031e-05 8.725302e-06
[10,] 1.652200e-04 1.085227e-04 6.575048e-05 3.674135e-05 1.893524e-05
[11,] 2.748531e-04 1.882101e-04 1.188796e-04 6.925497e-05 3.720954e-05
[12,] 4.140305e-04 2.955686e-04 1.946297e-04 1.182061e-04 6.621112e-05
[13,] 5.647517e-04 4.203075e-04 2.885388e-04 1.826931e-04 1.066844e-04
[14,] 6.975525e-04 5.412145e-04 3.873401e-04 2.556804e-04 1.556553e-04
[15,] 7.801749e-04 6.310529e-04 4.708409e-04 3.240158e-04 2.056459e-04
[16,] 7.901479e-04 6.662821e-04 5.182629e-04 3.718162e-04 2.460195e-04
[17,] 7.246803e-04 6.370209e-04 5.165625e-04 3.863538e-04 2.665096e-04
[18,] 6.019791e-04 5.515439e-04 4.662331e-04 3.635305e-04 2.614278e-04
[19,] 4.532135e-04 4.325613e-04 3.810967e-04 3.097521e-04 2.322173e-04
[20,] 3.100684e-04 3.076191e-04 2.822351e-04 2.390508e-04 1.868016e-04
[21,] 1.948500e-04 1.992665e-04 1.897541e-04 1.672491e-04 1.361437e-04
[22,] 1.173797e-04 1.198940e-04 1.168726e-04 1.065392e-04 9.008646e-05
[23,] 7.822623e-05 7.252141e-05 6.867384e-05 6.306474e-05 5.467934e-05
[24,] 7.467653e-05 5.535708e-05 4.479688e-05 3.788287e-05 3.193626e-05
[25,] 1.055355e-04 6.668286e-05 4.353854e-05 2.982952e-05 2.144653e-05
[26,] 1.723680e-04 1.073738e-04 6.484768e-05 3.828194e-05 2.248666e-05
[27,] 2.766931e-04 1.798934e-04 1.107323e-04 6.434194e-05 3.539133e-05
[28,] 4.144355e-04 2.841746e-04 1.828487e-04 1.098599e-04 6.150172e-05
[29,] 5.706386e-04 4.123760e-04 2.783158e-04 1.746593e-04 1.016545e-04
[30,] 7.183729e-04 5.457969e-04 3.860494e-04 2.533135e-04 1.538649e-04
[31,] 8.245348e-04 6.571318e-04 4.864682e-04 3.335804e-04 2.115222e-04
[32,] 8.613765e-04 7.187445e-04 5.562441e-04 3.983434e-04 2.636119e-04
[33,] 8.182202e-04 7.136119e-04 5.767949e-04 4.311378e-04 2.976731e-04
[34,] 7.065030e-04 6.429236e-04 5.422387e-04 4.228366e-04 3.045039e-04
[35,] 5.548702e-04 5.256579e-04 4.621068e-04 3.757380e-04 2.821544e-04
[36,] 3.971776e-04 3.903069e-04 3.570856e-04 3.025328e-04 2.368187e-04
[37,] 2.602733e-04 2.636606e-04 2.503665e-04 2.207704e-04 1.800590e-04
[38,] 1.574932e-04 1.626406e-04 1.595169e-04 1.460986e-04 1.240454e-04
[39,] 8.933893e-05 9.226659e-05 9.263572e-05 8.778575e-05 7.746877e-05
[40,] 4.862536e-05 4.875551e-05 4.931922e-05 4.801090e-05 4.390234e-05
[41,] 2.613012e-05 2.449660e-05 2.432912e-05 2.401286e-05 2.262149e-05
[42,] 1.418507e-05 1.203207e-05 1.132024e-05 1.107994e-05 1.063864e-05
[43,] 7.807300e-06 5.934518e-06 5.098656e-06 4.788783e-06 4.599376e-06
[44,] 4.284026e-06 2.974416e-06 2.288118e-06 1.984728e-06 1.851479e-06
[45,] 2.294259e-06 1.501265e-06 1.043017e-06 8.122835e-07 7.085454e-07
[46,] 1.197189e-06 7.510275e-07 4.831316e-07 3.366944e-07 2.652353e-07
[47,] 6.404248e-07 3.754753e-07 2.258975e-07 1.429268e-07 1.000598e-07
[48,] 3.992624e-07 2.020340e-07 1.092119e-07 6.259149e-08 3.891618e-08
[49,] 3.231577e-07 1.344858e-07 6.033253e-08 2.963884e-08 1.602959e-08
[50,] 3.151930e-07 1.160378e-07 4.324178e-08 1.715013e-08 7.555837e-09

> 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  
    8.32760      0.04973  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wll21226406369.ps tmp/1wll21226406369.png")
> system("convert tmp/2btqv1226406369.ps tmp/2btqv1226406369.png")
> system("convert tmp/3ginl1226406369.ps tmp/3ginl1226406369.png")
> system("convert tmp/469eq1226406369.ps tmp/469eq1226406369.png")
> system("convert tmp/5d1lo1226406369.ps tmp/5d1lo1226406369.png")
> system("convert tmp/6ispd1226406369.ps tmp/6ispd1226406369.png")
> system("convert tmp/7disn1226406369.ps tmp/7disn1226406369.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.229   1.286   2.583