R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
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(789.6,773.3,804.3,817.8,836.7,721.8,760.8,841.4,1045.6,949.2,850.1,957.4,851.8,913.9,888,973.8,927.6,833,879.5,797.3,834.5,735.1,835,892.8,697.2,821.1,732.7,797.6,866.3,826.3,778.6,779.2,951,692.3,841.4,857.3,760.7,841.2,810.3,1007.4,931.3,931.2,855.8,858.4,925.9,930.7,1035.6,979.2,942.6,843.9,854.3,1029.8,944,856.4,1059.4,959.3,941.5,1026.4,921.3,968,1129)
> y <- c(9924,10371,10846,10413,10709,10662,10570,10297,10635,10872,10296,10383,10431,10574,10653,10805,10872,10625,10407,10463,10556,10646,10702,11353,11346,11451,11964,12574,13031,13812,14544,14931,14886,16005,17064,15168,16050,15839,15137,14954,15648,15305,15579,16348,15928,16171,15937,15713,15594,15683,16438,17032,17696,17745,19394,20148,20108,18584,18441,18391,19178)
> x <- c(1.1372,1.1139,1.1222,1.1692,1.1702,1.2286,1.2613,1.2646,1.2262,1.1985,1.2007,1.2138,1.2266,1.2176,1.2218,1.249,1.2991,1.3408,1.3119,1.3014,1.3201,1.2938,1.2694,1.2165,1.2037,1.2292,1.2256,1.2015,1.1786,1.1856,1.2103,1.1938,1.202,1.2271,1.277,1.265,1.2684,1.2811,1.2727,1.2611,1.2881,1.3213,1.2999,1.3074,1.3242,1.3516,1.3511,1.3419,1.3716,1.3622,1.3896,1.4227,1.4684,1.457,1.4718,1.4748,1.5527,1.575,1.5557,1.5553,1.577)
> par7 = 'Invoer vanuit V.S.A.'
> par6 = 'Goudkoers'
> par5 = 'Wisselkoers dollar'
> 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/1sbjg1226624419.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/2gx711226624419.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/3qf9q1226624419.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/485wd1226624419.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/5mm5q1226624419.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  
     -13307        20937  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6um491226624419.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]  8879.223  9130.520  9381.817  9633.114  9884.411 10135.708 10387.005
 [8] 10638.302 10889.599 11140.896 11392.193 11643.490 11894.787 12146.084
[15] 12397.381 12648.678 12899.975 13151.272 13402.569 13653.866 13905.163
[22] 14156.460 14407.757 14659.054 14910.351 15161.649 15412.946 15664.243
[29] 15915.540 16166.837 16418.134 16669.431 16920.728 17172.025 17423.322
[36] 17674.619 17925.916 18177.213 18428.510 18679.807 18931.104 19182.401
[43] 19433.698 19684.995 19936.292 20187.589 20438.886 20690.183 20941.480
[50] 21192.777

$yords
 [1]  629.3588  640.8401  652.3214  663.8027  675.2839  686.7652  698.2465
 [8]  709.7277  721.2090  732.6903  744.1716  755.6528  767.1341  778.6154
[15]  790.0966  801.5779  813.0592  824.5405  836.0217  847.5030  858.9843
[22]  870.4655  881.9468  893.4281  904.9094  916.3906  927.8719  939.3532
[29]  950.8345  962.3157  973.7970  985.2783  996.7595 1008.2408 1019.7221
[36] 1031.2034 1042.6846 1054.1659 1065.6472 1077.1284 1088.6097 1100.0910
[43] 1111.5723 1123.0535 1134.5348 1146.0161 1157.4973 1168.9786 1180.4599
[50] 1191.9412

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.152565e-07 9.462070e-07 1.388118e-06 1.962619e-06 2.702917e-06
 [2,] 1.107685e-06 1.728969e-06 2.559865e-06 3.621844e-06 4.945008e-06
 [3,] 1.780128e-06 2.815049e-06 4.217779e-06 6.011576e-06 8.208242e-06
 [4,] 2.588327e-06 4.117512e-06 6.221772e-06 8.941102e-06 1.226652e-05
 [5,] 3.466416e-06 5.496814e-06 8.309460e-06 1.197941e-05 1.649561e-05
 [6,] 4.337711e-06 6.820719e-06 1.023060e-05 1.467025e-05 2.014380e-05
 [7,] 5.082235e-06 7.955366e-06 1.181842e-05 1.675160e-05 2.274790e-05
 [8,] 5.507500e-06 8.691694e-06 1.289684e-05 1.811807e-05 2.426192e-05
 [9,] 5.411178e-06 8.748363e-06 1.316969e-05 1.857686e-05 2.473116e-05
[10,] 4.727898e-06 7.941470e-06 1.233014e-05 1.777654e-05 2.393467e-05
[11,] 3.621221e-06 6.384261e-06 1.035782e-05 1.551029e-05 2.152097e-05
[12,] 2.409857e-06 4.489075e-06 7.677948e-06 1.208110e-05 1.753355e-05
[13,] 1.387340e-06 2.741853e-06 4.970961e-06 8.279195e-06 1.269136e-05
[14,] 6.914368e-07 1.453022e-06 2.800769e-06 4.957697e-06 8.071801e-06
[15,] 3.028513e-07 6.762855e-07 1.385890e-06 2.609162e-06 4.519724e-06
[16,] 1.256706e-07 2.950044e-07 6.367861e-07 1.265048e-06 2.316545e-06
[17,] 6.377446e-08 1.513419e-07 3.325569e-07 6.756342e-07 1.270430e-06
[18,] 5.410910e-08 1.236456e-07 2.667566e-07 5.355810e-07 9.969491e-07
[19,] 6.886328e-08 1.446862e-07 3.034220e-07 6.061912e-07 1.129807e-06
[20,] 1.126137e-07 1.983072e-07 3.814782e-07 7.451721e-07 1.401114e-06
[21,] 2.279035e-07 3.240089e-07 5.190631e-07 9.170884e-07 1.672182e-06
[22,] 5.023708e-07 6.291856e-07 8.310586e-07 1.219706e-06 1.979729e-06
[23,] 1.051510e-06 1.278556e-06 1.528021e-06 1.896007e-06 2.571421e-06
[24,] 1.948953e-06 2.417090e-06 2.839128e-06 3.262278e-06 3.844569e-06
[25,] 3.116782e-06 4.019806e-06 4.829744e-06 5.503204e-06 6.122642e-06
[26,] 4.262235e-06 5.760014e-06 7.194247e-06 8.395722e-06 9.319207e-06
[27,] 4.967984e-06 7.058363e-06 9.227123e-06 1.118117e-05 1.271066e-05
[28,] 4.928814e-06 7.375192e-06 1.012491e-05 1.282119e-05 1.510632e-05
[29,] 4.159338e-06 6.562061e-06 9.479057e-06 1.258741e-05 1.546662e-05
[30,] 2.984319e-06 4.967915e-06 7.560874e-06 1.055227e-05 1.357260e-05
[31,] 1.820056e-06 3.198615e-06 5.133754e-06 7.542056e-06 1.018086e-05
[32,] 9.433158e-07 1.750876e-06 2.965504e-06 4.591248e-06 6.516626e-06
[33,] 4.154319e-07 8.146049e-07 1.456729e-06 2.378805e-06 3.555198e-06
[34,] 1.554415e-07 3.220758e-07 6.083331e-07 1.048448e-06 1.651705e-06
[35,] 4.941112e-08 1.082008e-07 2.159172e-07 3.929414e-07 6.530564e-07
[36,] 1.334284e-08 3.088313e-08 6.512433e-08 1.251923e-07 2.196411e-07
[37,] 3.060690e-09 7.488577e-09 1.668998e-08 3.390054e-08 6.281624e-08
[38,] 5.963818e-10 1.542558e-09 3.634013e-09 7.800997e-09 1.527290e-08
[39,] 9.870830e-11 2.699178e-10 6.722147e-10 1.525333e-09 3.156420e-09
[40,] 1.387716e-11 4.011977e-11 1.056338e-10 2.534104e-10 5.544483e-10
[41,] 1.657145e-12 5.065422e-12 1.410144e-11 3.577056e-11 8.278271e-11
[42,] 1.680859e-13 5.432539e-13 1.599182e-12 4.290507e-12 1.050929e-11
[43,] 1.448170e-14 4.949249e-14 1.540873e-13 4.374833e-13 1.135915e-12
[44,] 1.059858e-15 3.830907e-15 1.262162e-14 3.798816e-14 1.050968e-13
[45,] 6.590623e-17 2.521322e-16 8.810108e-16 2.829634e-15 8.505118e-15
[46,] 3.485881e-18 1.415570e-17 5.292631e-17 1.861739e-16 6.513972e-16
[47,] 1.575263e-19 6.872417e-19 2.846784e-18 1.198771e-17 5.764860e-17
[48,] 6.195880e-21 3.041934e-20 1.561357e-19 9.444434e-19 7.017145e-18
[49,] 2.275193e-22 1.440808e-21 1.103489e-20 1.021617e-19 1.021109e-18
[50,] 9.434357e-24 9.159657e-23 1.046773e-21 1.249146e-20 1.433484e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.655055e-06 4.866301e-06 6.358788e-06 8.096931e-06 9.965738e-06
 [2,] 6.582206e-06 8.609212e-06 1.109817e-05 1.406588e-05 1.741771e-05
 [3,] 1.083781e-05 1.397539e-05 1.773656e-05 2.222387e-05 2.743586e-05
 [4,] 1.617496e-05 2.068766e-05 2.591235e-05 3.202376e-05 3.916505e-05
 [5,] 2.177967e-05 2.775836e-05 3.445760e-05 4.205112e-05 5.080459e-05
 [6,] 2.654758e-05 3.372577e-05 4.158655e-05 5.021865e-05 5.991777e-05
 [7,] 2.969565e-05 3.740645e-05 4.571103e-05 5.459739e-05 6.430806e-05
 [8,] 3.116087e-05 3.860641e-05 4.641757e-05 5.454912e-05 6.319779e-05
 [9,] 3.131759e-05 3.803254e-05 4.467208e-05 5.121315e-05 5.787766e-05
[10,] 3.030841e-05 3.640036e-05 4.187258e-05 4.666209e-05 5.102364e-05
[11,] 2.781099e-05 3.369595e-05 3.860899e-05 4.229994e-05 4.492941e-05
[12,] 2.355343e-05 2.942512e-05 3.440842e-05 3.799317e-05 4.008349e-05
[13,] 1.795221e-05 2.351568e-05 2.866570e-05 3.274002e-05 3.536020e-05
[14,] 1.211441e-05 1.681148e-05 2.166362e-05 2.607375e-05 2.953717e-05
[15,] 7.219374e-06 1.066557e-05 1.463488e-05 1.875635e-05 2.261227e-05
[16,] 3.919218e-06 6.146277e-06 8.974775e-06 1.227260e-05 1.582464e-05
[17,] 2.216677e-06 3.602972e-06 5.483949e-06 7.866344e-06 1.070859e-05
[18,] 1.722787e-06 2.775837e-06 4.198498e-06 6.013272e-06 8.234353e-06
[19,] 1.950647e-06 3.119833e-06 4.642285e-06 6.477426e-06 8.569807e-06
[20,] 2.468681e-06 4.033235e-06 6.096829e-06 8.550829e-06 1.120076e-05
[21,] 2.970777e-06 4.980307e-06 7.768861e-06 1.122795e-05 1.505117e-05
[22,] 3.361773e-06 5.636349e-06 8.999133e-06 1.344736e-05 1.868558e-05
[23,] 3.841256e-06 6.059719e-06 9.563708e-06 1.453410e-05 2.084199e-05
[24,] 4.869655e-06 6.728420e-06 9.856214e-06 1.461567e-05 2.113407e-05
[25,] 6.925589e-06 8.290622e-06 1.068506e-05 1.457936e-05 2.032498e-05
[26,] 1.010603e-05 1.108062e-05 1.269146e-05 1.543211e-05 1.976404e-05
[27,] 1.380431e-05 1.468474e-05 1.574966e-05 1.747051e-05 2.031752e-05
[28,] 1.678338e-05 1.791778e-05 1.881695e-05 1.991436e-05 2.165498e-05
[29,] 1.776627e-05 1.936672e-05 2.043316e-05 2.133257e-05 2.248803e-05
[30,] 1.621827e-05 1.822494e-05 1.959023e-05 2.056679e-05 2.153979e-05
[31,] 1.270714e-05 1.481136e-05 1.636150e-05 1.746974e-05 1.844051e-05
[32,] 8.521439e-06 1.034930e-05 1.182299e-05 1.294140e-05 1.389926e-05
[33,] 4.881756e-06 6.199525e-06 7.361364e-06 8.314928e-06 9.157765e-06
[34,] 2.385816e-06 3.177079e-06 3.937796e-06 4.617041e-06 5.254219e-06
[35,] 9.936844e-07 1.390714e-06 1.805767e-06 2.209858e-06 2.618939e-06
[36,] 3.524357e-07 5.193751e-07 7.087251e-07 9.099936e-07 1.132422e-06
[37,] 1.063879e-07 1.653475e-07 2.378012e-07 3.220078e-07 4.245160e-07
[38,] 2.732274e-08 4.484942e-08 6.817080e-08 9.787369e-08 1.380262e-07
[39,] 5.968730e-09 1.036231e-08 1.669548e-08 2.556724e-08 3.899627e-08
[40,] 1.109039e-09 2.039649e-09 3.495740e-09 5.753255e-09 9.620510e-09
[41,] 1.753176e-10 3.423239e-10 6.274431e-10 1.122814e-09 2.101002e-09
[42,] 2.360360e-11 4.914609e-11 9.740386e-11 1.942073e-10 4.232958e-10
[43,] 2.717505e-12 6.107205e-12 1.349418e-11 3.187352e-11 8.767434e-11
[44,] 2.718370e-13 6.861793e-13 1.843283e-12 5.830372e-12 2.196783e-11
[45,] 2.506895e-14 7.969312e-14 3.037492e-13 1.387189e-12 6.830262e-12
[46,] 2.522002e-15 1.191722e-14 6.669355e-14 3.935978e-13 2.248402e-12
[47,] 3.415742e-16 2.337599e-15 1.642327e-14 1.101280e-13 6.839884e-13
[48,] 5.828509e-17 4.844368e-16 3.798152e-15 2.745690e-14 1.815920e-13
[49,] 9.990798e-18 9.137017e-17 7.678702e-16 5.896277e-15 4.129475e-14
[50,] 1.526974e-18 1.490974e-17 1.328954e-16 1.079918e-15 7.997637e-15
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.177645e-05 1.330366e-05 1.434114e-05 1.475344e-05 1.450421e-05
 [2,] 2.091839e-05 2.421298e-05 2.689752e-05 2.861424e-05 2.913636e-05
 [3,] 3.317942e-05 3.903426e-05 4.439825e-05 4.860596e-05 5.108198e-05
 [4,] 4.730137e-05 5.609350e-05 6.485952e-05 7.265777e-05 7.847615e-05
 [5,] 6.090922e-05 7.226702e-05 8.432726e-05 9.606061e-05 1.061070e-04
 [6,] 7.106356e-05 8.386899e-05 9.810346e-05 1.129187e-04 1.268747e-04
 [7,] 7.530056e-05 8.803464e-05 1.026501e-04 1.186725e-04 1.348896e-04
 [8,] 7.282195e-05 8.400336e-05 9.715845e-05 1.122040e-04 1.283287e-04
 [9,] 6.514325e-05 7.364653e-05 8.395650e-05 9.627309e-05 1.101735e-04
[10,] 5.549475e-05 6.077919e-05 6.754719e-05 7.618201e-05 8.655324e-05
[11,] 4.703016e-05 4.935853e-05 5.267805e-05 5.752163e-05 6.399032e-05
[12,] 4.103068e-05 4.151037e-05 4.230230e-05 4.404840e-05 4.705341e-05
[13,] 3.655712e-05 3.673791e-05 3.652284e-05 3.653047e-05 3.718524e-05
[14,] 3.180319e-05 3.293018e-05 3.322044e-05 3.308383e-05 3.289404e-05
[15,] 2.585959e-05 2.831025e-05 2.993986e-05 3.084293e-05 3.117399e-05
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[28,] 1.591459e-07 5.752214e-08 1.894362e-08 5.682843e-09 1.552624e-09
[29,] 2.582708e-07 9.867858e-08 3.436691e-08 1.090595e-08 3.152674e-09
[30,] 3.755560e-07 1.514213e-07 5.569300e-08 1.867521e-08 5.706958e-09
[31,] 4.867367e-07 2.064444e-07 7.999021e-08 2.828765e-08 9.124107e-09
[32,] 5.638628e-07 2.501727e-07 1.016642e-07 3.778512e-08 1.282938e-08
[33,] 5.959772e-07 2.741835e-07 1.160314e-07 4.507044e-08 1.604013e-08
[34,] 6.080547e-07 2.877461e-07 1.259533e-07 5.086340e-08 1.890326e-08
[35,] 6.736105e-07 3.312756e-07 1.514389e-07 6.417535e-08 2.513875e-08
[36,] 9.353638e-07 4.973766e-07 2.461319e-07 1.129428e-07 4.789094e-08
[37,] 1.636706e-06 9.620240e-07 5.235689e-07 2.627564e-07 1.212054e-07
[38,] 3.104600e-06 1.990054e-06 1.174340e-06 6.356836e-07 3.148980e-07
[39,] 5.584181e-06 3.836008e-06 2.419448e-06 1.396439e-06 7.361065e-07
[40,] 8.929112e-06 6.504657e-06 4.350849e-06 2.662136e-06 1.486925e-06
[41,] 1.238402e-05 9.508856e-06 6.717024e-06 4.344474e-06 2.566097e-06
[42,] 1.478442e-05 1.190874e-05 8.857558e-06 6.044512e-06 3.770994e-06
[43,] 1.518957e-05 1.276818e-05 9.967617e-06 7.163181e-06 4.714968e-06
[44,] 1.348198e-05 1.174564e-05 9.582839e-06 7.234088e-06 5.016626e-06
[45,] 1.040792e-05 9.312021e-06 7.891740e-06 6.234983e-06 4.545645e-06
[46,] 7.051377e-06 6.405157e-06 5.591043e-06 4.597958e-06 3.512797e-06
[47,] 4.234457e-06 3.856044e-06 3.428994e-06 2.912592e-06 2.320519e-06
[48,] 2.273460e-06 2.052308e-06 1.835741e-06 1.593913e-06 1.314997e-06
[49,] 1.096415e-06 9.747958e-07 8.664259e-07 7.594544e-07 6.425756e-07
[50,] 4.745836e-07 4.157195e-07 3.641085e-07 3.180995e-07 2.727169e-07

> 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  
  689.32578      0.01356  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7k7h91226624419.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] 1.056405 1.068202 1.080000 1.091798 1.103596 1.115394 1.127191 1.138989
 [9] 1.150787 1.162585 1.174382 1.186180 1.197978 1.209776 1.221573 1.233371
[17] 1.245169 1.256967 1.268765 1.280562 1.292360 1.304158 1.315956 1.327753
[25] 1.339551 1.351349 1.363147 1.374944 1.386742 1.398540 1.410338 1.422135
[33] 1.433933 1.445731 1.457529 1.469327 1.481124 1.492922 1.504720 1.516518
[41] 1.528315 1.540113 1.551911 1.563709 1.575506 1.587304 1.599102 1.610900
[49] 1.622698 1.634495

$yords
 [1]  629.3588  640.8401  652.3214  663.8027  675.2839  686.7652  698.2465
 [8]  709.7277  721.2090  732.6903  744.1716  755.6528  767.1341  778.6154
[15]  790.0966  801.5779  813.0592  824.5405  836.0217  847.5030  858.9843
[22]  870.4655  881.9468  893.4281  904.9094  916.3906  927.8719  939.3532
[29]  950.8345  962.3157  973.7970  985.2783  996.7595 1008.2408 1019.7221
[36] 1031.2034 1042.6846 1054.1659 1065.6472 1077.1284 1088.6097 1100.0910
[43] 1111.5723 1123.0535 1134.5348 1146.0161 1157.4973 1168.9786 1180.4599
[50] 1191.9412

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.301115e-03 3.049891e-03 6.998777e-03 1.492746e-02 2.904271e-02
 [2,] 1.714386e-03 3.334625e-03 7.242339e-03 1.566316e-02 3.179963e-02
 [3,] 3.109464e-03 4.500436e-03 7.978469e-03 1.597372e-02 3.236783e-02
 [4,] 6.848342e-03 8.142710e-03 1.102199e-02 1.792674e-02 3.299812e-02
 [5,] 1.521604e-02 1.709663e-02 1.962843e-02 2.518904e-02 3.796480e-02
 [6,] 3.123987e-02 3.558303e-02 3.896346e-02 4.355192e-02 5.365016e-02
 [7,] 5.758526e-02 6.830863e-02 7.573954e-02 8.117225e-02 8.894012e-02
 [8,] 9.449102e-02 1.179395e-01 1.358285e-01 1.470237e-01 1.548193e-01
 [9,] 1.377310e-01 1.816060e-01 2.196391e-01 2.461626e-01 2.608721e-01
[10,] 1.783675e-01 2.487780e-01 3.174720e-01 3.728545e-01 4.077154e-01
[11,] 2.054676e-01 3.031789e-01 4.089894e-01 5.062272e-01 5.788105e-01
[12,] 2.109018e-01 3.291272e-01 4.695623e-01 6.140388e-01 7.390940e-01
[13,] 1.933874e-01 3.190613e-01 4.813199e-01 6.654665e-01 8.458282e-01
[14,] 1.590319e-01 2.773093e-01 4.421259e-01 6.461536e-01 8.680521e-01
[15,] 1.180181e-01 2.174674e-01 3.662167e-01 5.653029e-01 8.023261e-01
[16,] 7.978442e-02 1.553592e-01 2.761711e-01 4.497459e-01 6.734074e-01
[17,] 4.975898e-02 1.024265e-01 1.921205e-01 3.296556e-01 5.196695e-01
[18,] 2.901922e-02 6.320586e-02 1.251225e-01 2.260392e-01 3.744212e-01
[19,] 1.597715e-02 3.688679e-02 7.716860e-02 1.468479e-01 2.554082e-01
[20,] 8.307918e-03 2.038152e-02 4.517300e-02 9.074742e-02 1.659595e-01
[21,] 4.040348e-03 1.056051e-02 2.487383e-02 5.293018e-02 1.021287e-01
[22,] 1.808663e-03 5.048172e-03 1.267283e-02 2.866853e-02 5.860927e-02
[23,] 7.330697e-04 2.188554e-03 5.869061e-03 1.415760e-02 3.078697e-02
[24,] 2.654296e-04 8.485722e-04 2.434857e-03 6.277169e-03 1.456464e-02
[25,] 8.507139e-05 2.914826e-04 8.959685e-04 2.472837e-03 6.136702e-03
[26,] 2.402347e-05 8.830125e-05 2.911403e-04 8.617470e-04 2.292784e-03
[27,] 5.987392e-06 2.365563e-05 8.387072e-05 2.670726e-04 7.648632e-04
[28,] 1.337459e-06 5.710938e-06 2.191576e-05 7.566507e-05 2.354071e-04
[29,] 2.813944e-07 1.316729e-06 5.555848e-06 2.116560e-05 7.291950e-05
[30,] 6.234732e-08 3.272489e-07 1.554043e-06 6.680492e-06 2.601094e-05
[31,] 1.650508e-08 9.819396e-08 5.276395e-07 2.559538e-06 1.120374e-05
[32,] 5.144998e-09 3.406124e-08 2.028032e-07 1.085492e-06 5.221016e-06
[33,] 1.652083e-09 1.191581e-08 7.710240e-08 4.474888e-07 2.329195e-06
[34,] 4.939850e-10 3.842193e-09 2.678464e-08 1.673435e-07 9.369836e-07
[35,] 1.320196e-10 1.103493e-09 8.264451e-09 5.545832e-08 3.334470e-07
[36,] 3.124607e-11 2.804547e-10 2.255367e-09 1.625034e-08 1.049069e-07
[37,] 6.593449e-12 6.357785e-11 5.492948e-10 4.252261e-09 2.949581e-08
[38,] 1.265431e-12 1.312547e-11 1.219959e-10 1.016117e-09 7.584526e-09
[39,] 2.284678e-13 2.554005e-12 2.558795e-11 2.297657e-10 1.849249e-09
[40,] 4.040308e-14 4.876404e-13 5.275292e-12 5.115371e-11 4.446511e-10
[41,] 7.174057e-15 9.351181e-14 1.092513e-12 1.144110e-11 1.074033e-10
[42,] 1.265352e-15 1.778653e-14 2.240729e-13 2.530037e-12 2.560531e-11
[43,] 2.136061e-16 3.231261e-15 4.380285e-14 5.321380e-13 5.793784e-12
[44,] 3.320555e-17 5.396860e-16 7.859734e-15 1.025719e-13 1.199569e-12
[45,] 4.627877e-18 8.073525e-17 1.261991e-15 1.767571e-14 2.218423e-13
[46,] 5.695793e-19 1.066028e-17 1.787633e-16 2.685942e-15 3.616101e-14
[47,] 6.142901e-20 1.233153e-18 2.217908e-17 3.574087e-16 5.160555e-15
[48,] 5.783764e-21 1.245190e-19 2.401791e-18 4.150678e-17 6.426876e-16
[49,] 4.745620e-22 1.095670e-20 2.266387e-19 4.200145e-18 6.973987e-17
[50,] 3.390451e-23 8.394573e-22 1.862093e-20 3.700608e-19 6.589052e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.122325e-02 8.174927e-02 1.180397e-01 1.543004e-01 1.827809e-01
 [2,] 5.922272e-02 1.003334e-01 1.541830e-01 2.147585e-01 2.712112e-01
 [3,] 6.227960e-02 1.107208e-01 1.799043e-01 2.660179e-01 3.574075e-01
 [4,] 6.228747e-02 1.130098e-01 1.911122e-01 2.972026e-01 4.224580e-01
 [5,] 6.431447e-02 1.126107e-01 1.916897e-01 3.071542e-01 4.560410e-01
 [6,] 7.582617e-02 1.188125e-01 1.927315e-01 3.066792e-01 4.639739e-01
 [7,] 1.062618e-01 1.425016e-01 2.082109e-01 3.137088e-01 4.661771e-01
 [8,] 1.671775e-01 1.952335e-01 2.509744e-01 3.452196e-01 4.859983e-01
 [9,] 2.708392e-01 2.893681e-01 3.320996e-01 4.125303e-01 5.392060e-01
[10,] 4.242907e-01 4.356389e-01 4.618491e-01 5.227565e-01 6.312093e-01
[11,] 6.193328e-01 6.348841e-01 6.465402e-01 6.816792e-01 7.628252e-01
[12,] 8.251781e-01 8.668939e-01 8.784670e-01 8.900432e-01 9.353643e-01
[13,] 9.931354e-01 1.086599e+00 1.125304e+00 1.132036e+00 1.145494e+00
[14,] 1.075788e+00 1.236767e+00 1.331833e+00 1.366500e+00 1.372094e+00
[15,] 1.050456e+00 1.273978e+00 1.440341e+00 1.534736e+00 1.569956e+00
[16,] 9.304723e-01 1.191070e+00 1.419342e+00 1.586181e+00 1.683074e+00
[17,] 7.559504e-01 1.019274e+00 1.279836e+00 1.505196e+00 1.672446e+00
[18,] 5.716614e-01 8.088931e-01 1.066609e+00 1.318181e+00 1.537513e+00
[19,] 4.083534e-01 6.040695e-01 8.324635e-01 1.076155e+00 1.314301e+00
[20,] 2.778734e-01 4.289549e-01 6.154860e-01 8.280249e-01 1.053563e+00
[21,] 1.795870e-01 2.897602e-01 4.327128e-01 6.042243e-01 7.976004e-01
[22,] 1.087378e-01 1.841953e-01 2.872785e-01 4.170482e-01 5.708288e-01
[23,] 6.055736e-02 1.082996e-01 1.774456e-01 2.692474e-01 3.836238e-01
[24,] 3.049810e-02 5.788762e-02 1.002793e-01 1.601753e-01 2.392652e-01
[25,] 1.372560e-02 2.777581e-02 5.117617e-02 8.669192e-02 1.369402e-01
[26,] 5.495429e-03 1.190929e-02 2.347659e-02 4.250091e-02 7.166017e-02
[27,] 1.974466e-03 4.611446e-03 9.803039e-03 1.914729e-02 3.483398e-02
[28,] 6.615903e-04 1.685919e-03 3.917922e-03 8.374001e-03 1.665530e-02
[29,] 2.276801e-04 6.461716e-04 1.673669e-03 3.978266e-03 8.741354e-03
[30,] 9.178964e-05 2.938436e-04 8.544999e-04 2.261887e-03 5.466446e-03
[31,] 4.423831e-05 1.575473e-04 5.061437e-04 1.467733e-03 3.846330e-03
[32,] 2.256048e-05 8.756962e-05 3.053441e-04 9.566877e-04 2.694848e-03
[33,] 1.087182e-05 4.550511e-05 1.708053e-04 5.750272e-04 1.736756e-03
[34,] 4.701634e-06 2.114286e-05 8.521086e-05 3.078070e-04 9.967255e-04
[35,] 1.796379e-06 8.671390e-06 3.750720e-05 1.453787e-04 5.049917e-04
[36,] 6.068066e-07 3.144950e-06 1.460534e-05 6.078101e-05 2.266814e-04
[37,] 1.833332e-07 1.021129e-06 5.096868e-06 2.280031e-05 9.141847e-05
[38,] 5.073656e-08 3.041931e-07 1.634740e-06 7.875251e-06 3.401371e-05
[39,] 1.334122e-08 8.628266e-08 5.002954e-07 2.601141e-06 1.212862e-05
[40,] 3.465036e-09 2.420949e-08 1.516728e-07 8.522019e-07 4.295125e-06
[41,] 9.038811e-10 6.820140e-09 4.614440e-08 2.800000e-07 1.524045e-06
[42,] 2.322912e-10 1.889195e-09 1.377573e-08 9.007673e-08 5.282658e-07
[43,] 5.653887e-11 4.945580e-10 3.878114e-09 2.726572e-08 1.719018e-07
[44,] 1.257260e-11 1.181035e-10 9.944456e-10 7.506409e-09 5.080215e-08
[45,] 2.495070e-12 2.514908e-11 2.271954e-10 1.839759e-09 1.335560e-08
[46,] 4.362456e-13 4.716220e-12 4.569426e-11 3.968017e-10 3.088721e-09
[47,] 6.676598e-14 7.740410e-13 8.041743e-12 7.487690e-11 6.248839e-10
[48,] 8.916475e-15 1.108455e-13 1.234803e-12 1.232713e-11 1.102926e-10
[49,] 1.037523e-15 1.383027e-14 1.651962e-13 1.768197e-12 1.696108e-11
[50,] 1.051144e-16 1.502466e-15 1.924279e-14 2.208376e-13 2.271154e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.964381e-01 1.917661e-01 1.702367e-01 1.375589e-01 1.012603e-01
 [2,] 3.107777e-01 3.234658e-01 3.061485e-01 2.637814e-01 2.071267e-01
 [3,] 4.362170e-01 4.838819e-01 4.882663e-01 4.486736e-01 3.759240e-01
 [4,] 5.474247e-01 6.460633e-01 6.945002e-01 6.804975e-01 6.084754e-01
 [5,] 6.224441e-01 7.778588e-01 8.884199e-01 9.269888e-01 8.841396e-01
 [6,] 6.561214e-01 8.589844e-01 1.035431e+00 1.145939e+00 1.163300e+00
 [7,] 6.645577e-01 8.936680e-01 1.121634e+00 1.305030e+00 1.402216e+00
 [8,] 6.760750e-01 9.085322e-01 1.161815e+00 1.398640e+00 1.573066e+00
 [9,] 7.149256e-01 9.359816e-01 1.189402e+00 1.449239e+00 1.676497e+00
[10,] 7.903921e-01 9.952893e-01 1.234851e+00 1.491387e+00 1.737791e+00
[11,] 8.992925e-01 1.086043e+00 1.308786e+00 1.549757e+00 1.789099e+00
[12,] 1.037058e+00 1.197909e+00 1.402709e+00 1.627863e+00 1.850775e+00
[13,] 1.203372e+00 1.325153e+00 1.504492e+00 1.715173e+00 1.925475e+00
[14,] 1.393660e+00 1.469243e+00 1.611615e+00 1.803188e+00 2.006788e+00
[15,] 1.584291e+00 1.625488e+00 1.727448e+00 1.892471e+00 2.090015e+00
[16,] 1.729662e+00 1.768234e+00 1.844470e+00 1.982991e+00 2.171925e+00
[17,] 1.780200e+00 1.853217e+00 1.933613e+00 2.059417e+00 2.240849e+00
[18,] 1.709517e+00 1.839337e+00 1.953715e+00 2.089446e+00 2.271359e+00
[19,] 1.528908e+00 1.712650e+00 1.874809e+00 2.039609e+00 2.233232e+00
[20,] 1.278644e+00 1.493334e+00 1.695828e+00 1.895294e+00 2.108390e+00
[21,] 1.005776e+00 1.222609e+00 1.443862e+00 1.668831e+00 1.901385e+00
[22,] 7.464090e-01 9.428353e-01 1.159015e+00 1.391858e+00 1.636277e+00
[23,] 5.212825e-01 6.850594e-01 8.783271e-01 1.100787e+00 1.344990e+00
[24,] 3.400048e-01 4.673029e-01 6.278719e-01 8.258454e-01 1.056669e+00
[25,] 2.053548e-01 2.977233e-01 4.224455e-01 5.873375e-01 7.930111e-01
[26,] 1.145915e-01 1.770707e-01 2.677352e-01 3.963531e-01 5.683571e-01
[27,] 6.005908e-02 9.987261e-02 1.620027e-01 2.562767e-01 3.910045e-01
[28,] 3.126892e-02 5.619930e-02 9.759246e-02 1.638134e-01 2.635642e-01
[29,] 1.791231e-02 3.455045e-02 6.321917e-02 1.101470e-01 1.824412e-01
[30,] 1.211291e-02 2.474440e-02 4.689879e-02 8.300055e-02 1.378560e-01
[31,] 9.127043e-03 1.966937e-02 3.865775e-02 6.966512e-02 1.158537e-01
[32,] 6.831110e-03 1.560576e-02 3.220147e-02 6.020636e-02 1.024445e-01
[33,] 4.708125e-03 1.146362e-02 2.509723e-02 4.948310e-02 8.807369e-02
[34,] 2.893894e-03 7.536133e-03 1.761164e-02 3.696419e-02 6.976227e-02
[35,] 1.572250e-03 4.388297e-03 1.098329e-02 2.466151e-02 4.971061e-02
[36,] 7.577080e-04 2.270340e-03 6.099246e-03 1.469580e-02 3.177202e-02
[37,] 3.285778e-04 1.058831e-03 3.059845e-03 7.932213e-03 1.845466e-02
[38,] 1.317323e-04 4.575895e-04 1.426043e-03 3.988693e-03 1.001837e-02
[39,] 5.073000e-05 1.903912e-04 6.413785e-04 1.940308e-03 5.274474e-03
[40,] 1.942300e-05 7.883170e-05 2.872780e-04 9.404602e-04 2.767541e-03
[41,] 7.442984e-06 3.262447e-05 1.283978e-04 4.539469e-04 1.442632e-03
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[34,] 3.929967e-01 3.607627e-01 3.664994e-01 4.069150e-01 4.642751e-01
[35,] 4.540017e-01 3.833730e-01 3.476738e-01 3.560785e-01 3.999775e-01
[36,] 5.257355e-01 4.327949e-01 3.599463e-01 3.281757e-01 3.414392e-01
[37,] 5.738953e-01 4.803793e-01 3.871425e-01 3.215138e-01 2.988049e-01
[38,] 5.854094e-01 5.061512e-01 4.113931e-01 3.271722e-01 2.748962e-01
[39,] 5.767362e-01 5.123700e-01 4.265000e-01 3.380668e-01 2.680433e-01
[40,] 5.810851e-01 5.212103e-01 4.428440e-01 3.564632e-01 2.780361e-01
[41,] 6.219289e-01 5.557963e-01 4.775764e-01 3.918634e-01 3.084860e-01
[42,] 6.924005e-01 6.184395e-01 5.364595e-01 4.490770e-01 3.613954e-01
[43,] 7.564465e-01 6.837567e-01 6.026387e-01 5.165502e-01 4.279822e-01
[44,] 7.708558e-01 7.128119e-01 6.430815e-01 5.668710e-01 4.856898e-01
[45,] 7.118084e-01 6.775870e-01 6.286378e-01 5.713640e-01 5.072503e-01
[46,] 5.876288e-01 5.776724e-01 5.522953e-01 5.179171e-01 4.764294e-01
[47,] 4.312416e-01 4.385827e-01 4.324549e-01 4.181883e-01 3.980523e-01
[48,] 2.806488e-01 2.957148e-01 3.008572e-01 2.997229e-01 2.945824e-01
[49,] 1.617662e-01 1.768768e-01 1.858023e-01 1.905429e-01 1.929320e-01
[50,] 8.250459e-02 9.379361e-02 1.018494e-01 1.074892e-01 1.118949e-01
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 5.381190e-07 2.129976e-07 7.566252e-08 2.409807e-08 6.878354e-09
 [2,] 3.415574e-06 1.448251e-06 5.514291e-07 1.883007e-07 5.763303e-08
 [3,] 1.887620e-05 8.570650e-06 3.497209e-06 1.280288e-06 4.201722e-07
 [4,] 9.085371e-05 4.415076e-05 1.930196e-05 7.574620e-06 2.665365e-06
 [5,] 3.809830e-04 1.980129e-04 9.271837e-05 3.899679e-05 1.471186e-05
 [6,] 1.392603e-03 7.733769e-04 3.876765e-04 1.747184e-04 7.066003e-05
 [7,] 4.440481e-03 2.631441e-03 1.411215e-03 6.812874e-04 2.953216e-04
 [8,] 1.236463e-02 7.804448e-03 4.473613e-03 2.312407e-03 1.074142e-03
 [9,] 3.011455e-02 2.019329e-02 1.235537e-02 6.833412e-03 3.400344e-03
[10,] 6.430771e-02 4.564217e-02 2.975019e-02 1.758768e-02 9.370455e-03
[11,] 1.208454e-01 9.031039e-02 6.252570e-02 3.944942e-02 2.248607e-02
[12,] 2.009486e-01 1.569633e-01 1.149193e-01 7.719398e-02 4.701343e-02
[13,] 2.981212e-01 2.409440e-01 1.853065e-01 1.320129e-01 8.572544e-02
[14,] 3.991755e-01 3.294632e-01 2.635682e-01 1.979225e-01 1.365628e-01
[15,] 4.895212e-01 4.064289e-01 3.335995e-01 2.615555e-01 1.906507e-01
[16,] 5.585364e-01 4.600713e-01 3.808820e-01 3.074407e-01 2.345347e-01
[17,] 6.004638e-01 4.870591e-01 3.997387e-01 3.260853e-01 2.566360e-01
[18,] 6.116893e-01 4.899358e-01 3.941731e-01 3.185528e-01 2.536104e-01
[19,] 5.902674e-01 4.720810e-01 3.723311e-01 2.938043e-01 2.314339e-01
[20,] 5.408561e-01 4.370808e-01 3.411626e-01 2.620383e-01 2.006273e-01
[21,] 4.799350e-01 3.932233e-01 3.067080e-01 2.307321e-01 1.704544e-01
[22,] 4.327037e-01 3.560729e-01 2.777251e-01 2.058783e-01 1.469588e-01
[23,] 4.200493e-01 3.426857e-01 2.656291e-01 1.942578e-01 1.345486e-01
[24,] 4.447082e-01 3.600976e-01 2.778902e-01 2.016029e-01 1.368780e-01
[25,] 4.886705e-01 3.982941e-01 3.103667e-01 2.271484e-01 1.544941e-01
[26,] 5.253811e-01 4.355076e-01 3.470717e-01 2.606114e-01 1.816859e-01
[27,] 5.379271e-01 4.531775e-01 3.699265e-01 2.866588e-01 2.072413e-01
[28,] 5.291886e-01 4.490090e-01 3.716902e-01 2.950409e-01 2.206295e-01
[29,] 5.164861e-01 4.375882e-01 3.615005e-01 2.885259e-01 2.195550e-01
[30,] 5.159402e-01 4.382217e-01 3.581716e-01 2.817253e-01 2.125758e-01
[31,] 5.295371e-01 4.599296e-01 3.764256e-01 2.912450e-01 2.141016e-01
[32,] 5.443126e-01 4.948792e-01 4.164498e-01 3.244633e-01 2.352150e-01
[33,] 5.423217e-01 5.237005e-01 4.634897e-01 3.745425e-01 2.766423e-01
[34,] 5.124431e-01 5.271494e-01 4.961400e-01 4.238274e-01 3.278198e-01
[35,] 4.561646e-01 4.959886e-01 4.970892e-01 4.523780e-01 3.716198e-01
[36,] 3.856113e-01 4.345223e-01 4.607761e-01 4.469430e-01 3.919032e-01
[37,] 3.168404e-01 3.576709e-01 3.953783e-01 4.068426e-01 3.808788e-01
[38,] 2.629338e-01 2.840013e-01 3.188252e-01 3.443587e-01 3.431862e-01
[39,] 2.308117e-01 2.285520e-01 2.507798e-01 2.789058e-01 2.938915e-01
[40,] 2.228980e-01 1.993406e-01 2.050379e-01 2.278243e-01 2.504860e-01
[41,] 2.403512e-01 1.984295e-01 1.866780e-01 1.995983e-01 2.237510e-01
[42,] 2.826563e-01 2.240831e-01 1.940525e-01 1.934566e-01 2.139633e-01
[43,] 3.425304e-01 2.700122e-01 2.214264e-01 2.035393e-01 2.143920e-01
[44,] 4.019255e-01 3.225871e-01 2.590180e-01 2.223740e-01 2.175776e-01
[45,] 4.362287e-01 3.615707e-01 2.923412e-01 2.411802e-01 2.184909e-01
[46,] 4.264763e-01 3.677930e-01 3.053128e-01 2.497093e-01 2.135049e-01
[47,] 3.706562e-01 3.336002e-01 2.876247e-01 2.391468e-01 1.990132e-01
[48,] 2.847693e-01 2.675232e-01 2.409448e-01 2.070828e-01 1.728030e-01
[49,] 1.930681e-01 1.889973e-01 1.781500e-01 1.597768e-01 1.367064e-01
[50,] 1.155424e-01 1.175196e-01 1.158620e-01 1.089119e-01 9.689910e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.759125e-09 4.030658e-10 8.273751e-11 1.521482e-11 2.506482e-12
 [2,] 1.580620e-08 3.883857e-09 8.549719e-10 1.686092e-10 2.978826e-11
 [3,] 1.235718e-07 3.256172e-08 7.686993e-09 1.625736e-09 3.080205e-10
 [4,] 8.405685e-07 2.375245e-07 6.013335e-08 1.363866e-08 2.771193e-09
 [5,] 4.974997e-06 1.507536e-06 4.092880e-07 9.955120e-08 2.169232e-08
 [6,] 2.562037e-05 8.325097e-06 2.423816e-06 6.322309e-07 1.477401e-07
 [7,] 1.148050e-04 4.000169e-05 1.248907e-05 3.493504e-06 8.754780e-07
 [8,] 4.476454e-04 1.672406e-04 5.599170e-05 1.679593e-05 4.513844e-06
 [9,] 1.518905e-03 6.084054e-04 2.184175e-04 7.026000e-05 2.024905e-05
[10,] 4.485319e-03 1.925993e-03 7.413673e-04 2.557291e-04 7.903571e-05
[11,] 1.152908e-02 5.305976e-03 2.189687e-03 8.098989e-04 2.684158e-04
[12,] 2.580256e-02 1.272310e-02 5.628205e-03 2.231927e-03 7.931765e-04
[13,] 5.030688e-02 2.656210e-02 1.259113e-02 5.352599e-03 2.039524e-03
[14,] 8.552682e-02 4.830580e-02 2.452394e-02 1.117256e-02 4.563757e-03
[15,] 1.270110e-01 7.659852e-02 4.160790e-02 2.030348e-02 8.888340e-03
[16,] 1.652768e-01 1.060946e-01 6.155288e-02 3.214067e-02 1.507144e-02
[17,] 1.895238e-01 1.287740e-01 7.954323e-02 4.436605e-02 2.226245e-02
[18,] 1.934009e-01 1.377778e-01 9.009765e-02 5.350467e-02 2.867760e-02
[19,] 1.784949e-01 1.312975e-01 9.000765e-02 5.657660e-02 3.228113e-02
[20,] 1.527019e-01 1.134223e-01 8.019882e-02 5.280704e-02 3.187617e-02
[21,] 1.252541e-01 9.136288e-02 6.500996e-02 4.405275e-02 2.781657e-02
[22,] 1.028870e-01 7.165430e-02 4.962768e-02 3.362993e-02 2.176647e-02
[23,] 8.948622e-02 5.830532e-02 3.786770e-02 2.459575e-02 1.574366e-02
[24,] 8.739803e-02 5.324525e-02 3.165114e-02 1.878191e-02 1.123953e-02
[25,] 9.734548e-02 5.708404e-02 3.157800e-02 1.686598e-02 8.951508e-03
[26,] 1.165840e-01 6.865413e-02 3.721323e-02 1.876123e-02 8.978682e-03
[27,] 1.380539e-01 8.409811e-02 4.669393e-02 2.365419e-02 1.100388e-02
[28,] 1.531158e-01 9.753598e-02 5.662196e-02 2.984147e-02 1.426847e-02
[29,] 1.569748e-01 1.040539e-01 6.328002e-02 3.504672e-02 1.759625e-02
[30,] 1.526713e-01 1.031974e-01 6.486347e-02 3.750695e-02 1.978926e-02
[31,] 1.500292e-01 1.000644e-01 6.309181e-02 3.722206e-02 2.032448e-02
[32,] 1.599081e-01 1.027679e-01 6.273723e-02 3.635261e-02 1.986473e-02
[33,] 1.876676e-01 1.178530e-01 6.918168e-02 3.831312e-02 2.013158e-02
[34,] 2.298041e-01 1.465314e-01 8.551465e-02 4.607089e-02 2.314900e-02
[35,] 2.750925e-01 1.836045e-01 1.107399e-01 6.060517e-02 3.028138e-02
[36,] 3.092655e-01 2.193462e-01 1.398486e-01 8.025275e-02 4.154864e-02
[37,] 3.214635e-01 2.437741e-01 1.659159e-01 1.013485e-01 5.559509e-02
[38,] 3.099721e-01 2.519758e-01 1.838727e-01 1.203436e-01 7.063388e-02
[39,] 2.837780e-01 2.476543e-01 1.943077e-01 1.367916e-01 8.634887e-02
[40,] 2.576124e-01 2.414800e-01 2.041708e-01 1.550868e-01 1.056768e-01
[41,] 2.427706e-01 2.437746e-01 2.221424e-01 1.822886e-01 1.343043e-01
[42,] 2.403796e-01 2.563407e-01 2.507627e-01 2.218222e-01 1.764452e-01
[43,] 2.424721e-01 2.704014e-01 2.816945e-01 2.673431e-01 2.287923e-01
[44,] 2.393787e-01 2.729779e-01 2.993510e-01 3.029467e-01 2.778854e-01
[45,] 2.264547e-01 2.563688e-01 2.910607e-01 3.115928e-01 3.051216e-01
[46,] 2.048756e-01 2.226856e-01 2.555912e-01 2.860230e-01 2.974059e-01
[47,] 1.778529e-01 1.805961e-01 2.031887e-01 2.333846e-01 2.555272e-01
[48,] 1.474893e-01 1.387002e-01 1.481432e-01 1.701350e-01 1.934937e-01
[49,] 1.150297e-01 1.016363e-01 1.008885e-01 1.121972e-01 1.297949e-01
[50,] 8.262439e-02 7.062640e-02 6.517841e-02 6.816403e-02 7.793618e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.699083e-13 4.890511e-14 5.792213e-15 6.145607e-16 5.841372e-17
 [2,] 4.714563e-12 6.684496e-13 8.490361e-14 9.660814e-15 9.847616e-16
 [3,] 5.228085e-11 7.949447e-12 1.082833e-12 1.321346e-13 1.444446e-14
 [4,] 5.044244e-10 8.225405e-11 1.201570e-11 1.572430e-12 1.843416e-13
 [5,] 4.234491e-09 7.405069e-10 1.160080e-10 1.628086e-11 2.046900e-12
 [6,] 3.092851e-08 5.800337e-09 9.744938e-10 1.466680e-10 1.977526e-11
 [7,] 1.965488e-07 3.953034e-08 7.122346e-09 1.149599e-09 1.662265e-10
 [8,] 1.086763e-06 2.344013e-07 4.529172e-08 7.839875e-09 1.215710e-09
 [9,] 5.228216e-06 1.209325e-06 2.505921e-07 4.651833e-08 7.735920e-09
[10,] 2.188412e-05 5.428507e-06 1.206339e-06 2.401553e-07 4.282985e-08
[11,] 7.970106e-05 2.120186e-05 5.052726e-06 1.078732e-06 2.063165e-07
[12,] 2.525600e-04 7.204881e-05 1.841357e-05 4.215884e-06 8.647174e-07
[13,] 6.963729e-04 2.130322e-04 5.838614e-05 1.433574e-05 3.153327e-06
[14,] 1.670769e-03 5.480759e-04 1.610821e-04 4.241421e-05 1.000507e-05
[15,] 3.488406e-03 1.226972e-03 3.866898e-04 1.091865e-04 2.762048e-05
[16,] 6.339382e-03 2.390385e-03 8.077533e-04 2.445714e-04 6.634519e-05
[17,] 1.003031e-02 4.053381e-03 1.468380e-03 4.767006e-04 1.386655e-04
[18,] 1.382581e-02 5.984525e-03 2.323398e-03 8.086017e-04 2.521934e-04
[19,] 1.662162e-02 7.698098e-03 3.201034e-03 1.193879e-03 3.991667e-04
[20,] 1.746674e-02 8.637983e-03 3.842712e-03 1.534934e-03 5.499512e-04
[21,] 1.611187e-02 8.475282e-03 4.024828e-03 1.719681e-03 6.598188e-04
[22,] 1.315724e-02 7.306284e-03 3.687937e-03 1.681439e-03 6.899448e-04
[23,] 9.687100e-03 5.591741e-03 2.973311e-03 1.439309e-03 6.298507e-04
[24,] 6.710311e-03 3.895273e-03 2.138427e-03 1.086607e-03 5.039620e-04
[25,] 4.822415e-03 2.633888e-03 1.424000e-03 7.381248e-04 3.571144e-04
[26,] 4.206346e-03 1.993162e-03 9.704069e-04 4.787003e-04 2.313238e-04
[27,] 4.770505e-03 1.978783e-03 8.149265e-04 3.446791e-04 1.508271e-04
[28,] 6.208705e-03 2.480522e-03 9.267817e-04 3.342394e-04 1.213160e-04
[29,] 7.992819e-03 3.286746e-03 1.228965e-03 4.224099e-04 1.363971e-04
[30,] 9.473179e-03 4.100699e-03 1.603285e-03 5.669880e-04 1.823592e-04
[31,] 1.017417e-02 4.635539e-03 1.912923e-03 7.129892e-04 2.398598e-04
[32,] 1.013576e-02 4.778433e-03 2.062602e-03 8.095789e-04 2.876155e-04
[33,] 1.003462e-02 4.716023e-03 2.069552e-03 8.391881e-04 3.115781e-04
[34,] 1.095581e-02 4.916139e-03 2.093263e-03 8.412721e-04 3.161416e-04
[35,] 1.393007e-02 5.960271e-03 2.396648e-03 9.126954e-04 3.299574e-04
[36,] 1.947960e-02 8.316786e-03 3.258718e-03 1.183283e-03 4.024190e-04
[37,] 2.742036e-02 1.218440e-02 4.893273e-03 1.784484e-03 5.949344e-04
[38,] 3.718693e-02 1.757107e-02 7.458551e-03 2.848594e-03 9.812385e-04
[39,] 4.886569e-02 2.479285e-02 1.128026e-02 4.604202e-03 1.686991e-03
[40,] 6.456167e-02 3.535775e-02 1.735801e-02 7.639178e-03 3.014265e-03
[41,] 8.874416e-02 5.256882e-02 2.791192e-02 1.328321e-02 5.665874e-03
[42,] 1.259358e-01 8.058808e-02 4.622109e-02 2.375776e-02 1.094325e-02
[43,] 1.758636e-01 1.212320e-01 7.490592e-02 4.147406e-02 2.057601e-02
[44,] 2.293849e-01 1.699279e-01 1.128521e-01 6.716240e-02 3.581358e-02
[45,] 2.698432e-01 2.144541e-01 1.528662e-01 9.766240e-02 5.590646e-02
[46,] 2.810879e-01 2.393320e-01 1.829452e-01 1.253801e-01 7.700275e-02
[47,] 2.571763e-01 2.342309e-01 1.918540e-01 1.409838e-01 9.286288e-02
[48,] 2.061600e-01 2.003664e-01 1.756794e-01 1.383597e-01 9.771710e-02
[49,] 1.449555e-01 1.497185e-01 1.402903e-01 1.183368e-01 8.958705e-02
[50,] 8.977905e-02 9.784744e-02 9.770419e-02 8.816994e-02 7.151848e-02

> 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  
      273.9        465.2  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1sbjg1226624419.ps tmp/1sbjg1226624419.png")
> system("convert tmp/2gx711226624419.ps tmp/2gx711226624419.png")
> system("convert tmp/3qf9q1226624419.ps tmp/3qf9q1226624419.png")
> system("convert tmp/485wd1226624419.ps tmp/485wd1226624419.png")
> system("convert tmp/5mm5q1226624419.ps tmp/5mm5q1226624419.png")
> system("convert tmp/6um491226624419.ps tmp/6um491226624419.png")
> system("convert tmp/7k7h91226624419.ps tmp/7k7h91226624419.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.214   1.320   3.351