R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'contributors()' for more information and
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> z <- c(101.01,100.88,100.55,100.82,101.5,102.16,102.39,102.54,102.85,103.47,103.57,103.69,103.5,103.47,103.45,103.48,103.93,103.89,104.4,104.79,104.77,105.13,105.26,104.96,104.75,105.01,105.15,105.2,105.77,105.78,106.26,106.13,106.12,106.57,106.44,106.54,107.1,108.1,108.4,108.84,109.62,110.42,110.67,111.66,112.28,112.87,112.18,112.36,112.16,111.49,111.25,111.36,111.74,111.1,111.33,111.25,111.04,110.97,111.31,111.02)
> 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 = 'Conjuctuur in consumptieprijs'
> par6 = 'Importcijfers uit USA'
> par5 = 'Wisselkoers Euro-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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1ppc61257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/23xpb1257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3l3sl1257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4h8ik1257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/55kcy1257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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/rcomp/tmp/6d7v41257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,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]  98.96984  99.28576  99.60169  99.91761 100.23354 100.54946 100.86539
 [8] 101.18131 101.49724 101.81316 102.12909 102.44501 102.76094 103.07686
[15] 103.39279 103.70871 104.02464 104.34056 104.65649 104.97241 105.28834
[22] 105.60426 105.92019 106.23611 106.55204 106.86796 107.18389 107.49981
[29] 107.81574 108.13166 108.44759 108.76351 109.07944 109.39536 109.71129
[36] 110.02721 110.34314 110.65906 110.97499 111.29091 111.60684 111.92276
[43] 112.23869 112.55461 112.87054 113.18646 113.50239 113.81831 114.13424
[50] 114.45016

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.593332e-03 1.903754e-03 2.098657e-03 2.219985e-03 2.352178e-03
 [2,] 2.319455e-03 2.896838e-03 3.279437e-03 3.469929e-03 3.584872e-03
 [3,] 3.112224e-03 4.090361e-03 4.815802e-03 5.190557e-03 5.313788e-03
 [4,] 3.846153e-03 5.338285e-03 6.590601e-03 7.342416e-03 7.588454e-03
 [5,] 4.384658e-03 6.432366e-03 8.364784e-03 9.729189e-03 1.031816e-02
 [6,] 4.630751e-03 7.168435e-03 9.831351e-03 1.200585e-02 1.322114e-02
 [7,] 4.565690e-03 7.425222e-03 1.072089e-02 1.377037e-02 1.585691e-02
 [8,] 4.252320e-03 7.212201e-03 1.090898e-02 1.471114e-02 1.775844e-02
 [9,] 3.800521e-03 6.656679e-03 1.046339e-02 1.473468e-02 1.861379e-02
[10,] 3.315956e-03 5.937281e-03 9.600426e-03 1.399682e-02 1.839783e-02
[11,] 2.862044e-03 5.204276e-03 8.576106e-03 1.281472e-02 1.737094e-02
[12,] 2.452928e-03 4.531699e-03 7.577495e-03 1.151229e-02 1.594032e-02
[13,] 2.073153e-03 3.920285e-03 6.672726e-03 1.028984e-02 1.446631e-02
[14,] 1.704986e-03 3.336115e-03 5.833927e-03 9.184496e-03 1.312537e-02
[15,] 1.345516e-03 2.752822e-03 5.001306e-03 8.123082e-03 1.189487e-02
[16,] 1.007670e-03 2.172901e-03 4.141283e-03 7.015336e-03 1.064294e-02
[17,] 7.107588e-04 1.623929e-03 3.269246e-03 5.826132e-03 9.250347e-03
[18,] 4.698650e-04 1.141085e-03 2.437042e-03 4.595265e-03 7.692113e-03
[19,] 2.901347e-04 7.502766e-04 1.704167e-03 3.411599e-03 6.048508e-03
[20,] 1.668782e-04 4.599650e-04 1.112630e-03 2.369255e-03 4.460523e-03
[21,] 8.917088e-05 2.621155e-04 6.757320e-04 1.532095e-03 3.067216e-03
[22,] 4.414672e-05 1.384411e-04 3.805328e-04 9.191717e-04 1.958230e-03
[23,] 2.019508e-05 6.758103e-05 1.981211e-04 5.100223e-04 1.156820e-03
[24,] 8.513823e-06 3.041009e-05 9.510817e-05 2.610139e-04 6.305368e-04
[25,] 3.299792e-06 1.258316e-05 4.199466e-05 1.229016e-04 3.163249e-04
[26,] 1.173296e-06 4.777628e-06 1.701887e-05 5.313078e-05 1.457542e-04
[27,] 3.820362e-07 1.661491e-06 6.318850e-06 2.104962e-05 6.157470e-05
[28,] 1.137449e-07 5.284402e-07 2.146163e-06 7.631343e-06 2.381444e-05
[29,] 3.092945e-08 1.535259e-07 6.660048e-07 2.528669e-06 8.422197e-06
[30,] 7.673917e-09 4.070455e-08 1.886544e-07 7.650784e-07 2.721222e-06
[31,] 1.735998e-09 9.841426e-09 4.874276e-08 2.112174e-07 8.027280e-07
[32,] 3.578715e-10 2.168625e-09 1.148068e-08 5.317878e-08 2.160986e-07
[33,] 6.719995e-11 4.353534e-10 2.464154e-09 1.220631e-08 5.307900e-08
[34,] 1.149056e-11 7.959805e-11 4.818353e-10 2.553837e-09 1.189559e-08
[35,] 1.788749e-12 1.325203e-11 8.582257e-11 4.870358e-10 2.433057e-09
[36,] 2.534718e-13 2.008790e-12 1.392411e-11 8.467554e-11 4.544103e-10
[37,] 3.269257e-14 2.772377e-13 2.057993e-12 1.342589e-11 7.756125e-11
[38,] 3.837932e-15 3.483877e-14 2.771637e-13 1.942563e-12 1.211390e-11
[39,] 4.101033e-16 3.986930e-15 3.402718e-14 2.567119e-13 1.734302e-12
[40,] 3.989190e-17 4.156268e-16 3.810554e-15 3.102519e-14 2.281326e-13
[41,] 3.533098e-18 3.948648e-17 3.896034e-16 3.435234e-15 2.765707e-14
[42,] 2.849950e-19 3.421009e-18 3.641649e-17 3.493234e-16 3.102198e-15
[43,] 2.094711e-20 2.705369e-19 3.117524e-18 3.272935e-17 3.234680e-16
[44,] 1.403786e-21 1.955442e-20 2.450531e-19 2.837385e-18 3.152569e-17
[45,] 8.585839e-23 1.294305e-21 1.774835e-20 2.288112e-19 2.888867e-18
[46,] 4.799147e-24 7.866219e-23 1.189917e-21 1.727297e-20 2.503314e-19
[47,] 2.456504e-25 4.406303e-24 7.429378e-23 1.229282e-21 2.061303e-20
[48,] 1.154798e-26 2.286746e-25 4.351879e-24 8.305696e-23 1.618057e-21
[49,] 5.006664e-28 1.107118e-26 2.411666e-25 5.358968e-24 1.211962e-22
[50,] 2.013759e-29 5.043691e-28 1.274861e-26 3.313398e-25 8.650053e-24
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.546591e-03 2.764332e-03 2.891134e-03 2.815683e-03 2.507265e-03
 [2,] 3.762353e-03 4.040228e-03 4.308979e-03 4.383247e-03 4.133064e-03
 [3,] 5.414594e-03 5.671194e-03 6.059224e-03 6.357519e-03 6.305840e-03
 [4,] 7.599301e-03 7.728123e-03 8.138604e-03 8.672527e-03 8.962299e-03
 [5,] 1.033510e-02 1.027350e-02 1.056335e-02 1.125121e-02 1.196470e-02
 [6,] 1.347697e-02 1.328802e-02 1.334811e-02 1.403775e-02 1.514987e-02
 [7,] 1.667362e-02 1.658512e-02 1.643694e-02 1.698846e-02 1.837592e-02
 [8,] 1.942664e-02 1.978058e-02 1.962442e-02 2.001257e-02 2.152670e-02
 [9,] 2.125611e-02 2.237410e-02 2.253800e-02 2.290449e-02 2.446706e-02
[10,] 2.189906e-02 2.393231e-02 2.473204e-02 2.533805e-02 2.699264e-02
[11,] 2.142540e-02 2.428233e-02 2.586951e-02 2.696343e-02 2.883795e-02
[12,] 2.019320e-02 2.359519e-02 2.589070e-02 2.757140e-02 2.977074e-02
[13,] 1.866371e-02 2.229632e-02 2.505493e-02 2.722327e-02 2.972772e-02
[14,] 1.718520e-02 2.084857e-02 2.381285e-02 2.624754e-02 2.889607e-02
[15,] 1.586781e-02 1.953499e-02 2.257628e-02 2.508370e-02 2.766337e-02
[16,] 1.460452e-02 1.836300e-02 2.152023e-02 2.405572e-02 2.644025e-02
[17,] 1.320009e-02 1.712858e-02 2.052933e-02 2.320908e-02 2.545013e-02
[18,] 1.151715e-02 1.558189e-02 1.930766e-02 2.230763e-02 2.461239e-02
[19,] 9.559856e-03 1.358941e-02 1.757489e-02 2.098782e-02 2.359415e-02
[20,] 7.468699e-03 1.120973e-02 1.523281e-02 1.897516e-02 2.200321e-02
[21,] 5.451358e-03 8.663042e-03 1.242058e-02 1.624022e-02 1.961039e-02
[22,] 3.698081e-03 6.231904e-03 9.449522e-03 1.301941e-02 1.647779e-02
[23,] 2.322727e-03 4.154379e-03 6.671455e-03 9.708926e-03 1.293422e-02
[24,] 1.346686e-03 2.558098e-03 4.354930e-03 6.705261e-03 9.430499e-03
[25,] 7.189744e-04 1.451360e-03 2.621665e-03 4.276769e-03 6.365831e-03
[26,] 3.527344e-04 7.572240e-04 1.452790e-03 2.514901e-03 3.971778e-03
[27,] 1.587558e-04 3.627294e-04 7.400737e-04 1.362080e-03 2.289349e-03
[28,] 6.545696e-05 1.593377e-04 3.462535e-04 6.791886e-04 1.219603e-03
[29,] 2.469761e-05 6.412731e-05 1.487090e-04 3.118562e-04 6.012116e-04
[30,] 8.520801e-06 2.363268e-05 5.862238e-05 1.319500e-04 2.747702e-04
[31,] 2.686622e-06 7.973237e-06 2.121930e-05 5.151420e-05 1.167177e-04
[32,] 7.739828e-07 2.463078e-06 7.058621e-06 1.859271e-05 4.621643e-05
[33,] 2.037420e-07 6.970996e-07 2.160994e-06 6.219249e-06 1.711018e-05
[34,] 4.902534e-08 1.809422e-07 6.101181e-07 1.933679e-06 5.938397e-06
[35,] 1.079139e-08 4.314197e-08 1.592714e-07 5.605808e-07 1.935794e-06
[36,] 2.175516e-09 9.469219e-09 3.856388e-08 1.519805e-07 5.931524e-07
[37,] 4.023528e-10 1.918626e-09 8.690390e-09 3.862670e-08 1.707775e-07
[38,] 6.842209e-11 3.600707e-10 1.829037e-09 9.217619e-09 4.614110e-08
[39,] 1.073005e-11 6.283043e-11 3.606602e-10 2.066504e-09 1.167780e-08
[40,] 1.557370e-12 1.023531e-11 6.679499e-11 4.351293e-10 2.763569e-09
[41,] 2.100933e-13 1.562792e-12 1.163737e-11 8.598114e-11 6.106662e-10
[42,] 2.646733e-14 2.244288e-13 1.908694e-12 1.592767e-11 1.258937e-10
[43,] 3.128944e-15 3.039411e-14 2.947007e-13 2.763665e-12 2.420843e-11
[44,] 3.487044e-16 3.888236e-15 4.281360e-14 4.488899e-13 4.342675e-12
[45,] 3.677264e-17 4.701594e-16 5.848234e-15 6.822513e-14 7.269067e-13
[46,] 3.678702e-18 5.372121e-17 7.504601e-16 9.698981e-15 1.135321e-13
[47,] 3.494705e-19 5.794324e-18 9.036836e-17 1.288829e-15 1.653601e-14
[48,] 3.150948e-20 5.889480e-19 1.019678e-17 1.598982e-16 2.243194e-15
[49,] 2.691196e-21 5.628208e-20 1.076050e-18 1.848844e-17 2.828718e-16
[50,] 2.170660e-22 5.042558e-21 1.059422e-19 1.987708e-18 3.307817e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.033515e-03 1.514244e-03 1.055289e-03 7.084818e-04 4.721478e-04
 [2,] 3.569713e-03 2.829847e-03 2.087659e-03 1.468128e-03 1.012495e-03
 [3,] 5.784012e-03 4.879512e-03 3.815888e-03 2.818695e-03 2.017353e-03
 [4,] 8.689961e-03 7.789349e-03 6.460451e-03 5.023442e-03 3.741765e-03
 [5,] 1.217832e-02 1.156258e-02 1.016474e-02 8.331017e-03 6.474804e-03
 [6,] 1.603689e-02 1.604797e-02 1.492439e-02 1.289699e-02 1.047923e-02
 [7,] 2.000816e-02 2.095900e-02 2.054883e-02 1.870592e-02 1.590865e-02
 [8,] 2.384684e-02 2.593339e-02 2.667400e-02 2.552434e-02 2.272486e-02
 [9,] 2.733849e-02 3.059709e-02 3.281759e-02 3.290305e-02 3.064272e-02
[10,] 3.027680e-02 3.460071e-02 3.844817e-02 4.022517e-02 3.912146e-02
[11,] 3.244101e-02 3.763010e-02 4.304689e-02 4.678397e-02 4.740781e-02
[12,] 3.362455e-02 3.942518e-02 4.616507e-02 5.187916e-02 5.462833e-02
[13,] 3.372487e-02 3.983656e-02 4.749588e-02 5.493153e-02 5.992722e-02
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[35,] 1.611221e-02 1.121178e-02 6.933019e-03 3.788817e-03 1.822923e-03
[36,] 1.654877e-02 1.210589e-02 7.924472e-03 4.606159e-03 2.364405e-03
[37,] 1.626117e-02 1.239276e-02 8.531047e-03 5.249987e-03 2.866284e-03
[38,] 1.541013e-02 1.208819e-02 8.671118e-03 5.612545e-03 3.244251e-03
[39,] 1.426432e-02 1.133760e-02 8.368107e-03 5.644023e-03 3.431563e-03
[40,] 1.313006e-02 1.037547e-02 7.746740e-03 5.372600e-03 3.403248e-03
[41,] 1.227016e-02 9.458570e-03 6.995711e-03 4.897597e-03 3.187069e-03
[42,] 1.182787e-02 8.791953e-03 6.310064e-03 4.357691e-03 2.855288e-03
[43,] 1.177564e-02 8.466808e-03 5.831931e-03 3.886399e-03 2.500276e-03
[44,] 1.191331e-02 8.429206e-03 5.607285e-03 3.570517e-03 2.203946e-03
[45,] 1.193268e-02 8.496617e-03 5.573161e-03 3.424980e-03 2.012418e-03
[46,] 1.153585e-02 8.426119e-03 5.583429e-03 3.392602e-03 1.924316e-03
[47,] 1.055798e-02 8.012772e-03 5.468191e-03 3.370139e-03 1.896292e-03
[48,] 9.033289e-03 7.174243e-03 5.104320e-03 3.252196e-03 1.863738e-03
[49,] 7.171046e-03 5.979401e-03 4.464639e-03 2.974924e-03 1.768735e-03
[50,] 5.260146e-03 4.608893e-03 3.622092e-03 2.539368e-03 1.583349e-03

> 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  
   90.46985      0.01278  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7xxls1257102088.ps",horizontal=F,pagecentre=F,paper="special",width=11.111111111111,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]  98.96984  99.28576  99.60169  99.91761 100.23354 100.54946 100.86539
 [8] 101.18131 101.49724 101.81316 102.12909 102.44501 102.76094 103.07686
[15] 103.39279 103.70871 104.02464 104.34056 104.65649 104.97241 105.28834
[22] 105.60426 105.92019 106.23611 106.55204 106.86796 107.18389 107.49981
[29] 107.81574 108.13166 108.44759 108.76351 109.07944 109.39536 109.71129
[36] 110.02721 110.34314 110.65906 110.97499 111.29091 111.60684 111.92276
[43] 112.23869 112.55461 112.87054 113.18646 113.50239 113.81831 114.13424
[50] 114.45016

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.475511e-24 5.673520e-23 1.819650e-21 4.867976e-20 1.086262e-18
 [2,] 5.739423e-23 1.985061e-21 5.726700e-20 1.378035e-18 2.765934e-17
 [3,] 1.974710e-21 6.143336e-20 1.594155e-18 3.450499e-17 6.229584e-16
 [4,] 6.009673e-20 1.681695e-18 3.925264e-17 7.642159e-16 1.241050e-14
 [5,] 1.617726e-18 4.071900e-17 8.548988e-16 1.497125e-14 2.186895e-13
 [6,] 3.851849e-17 8.720820e-16 1.646916e-14 2.594249e-13 3.408622e-12
 [7,] 8.112301e-16 1.652071e-14 2.806337e-13 3.976288e-12 4.699413e-11
 [8,] 1.511237e-14 2.768309e-13 4.229837e-12 5.390893e-11 5.730954e-10
 [9,] 2.490183e-13 4.103096e-12 5.639240e-11 6.464856e-10 6.181992e-09
[10,] 3.629480e-12 5.379293e-11 6.650221e-10 6.857706e-09 5.898697e-08
[11,] 4.679245e-11 6.238205e-10 6.937073e-09 6.434700e-08 4.978743e-07
[12,] 5.336146e-10 6.399098e-09 6.400983e-08 5.340913e-07 3.717331e-06
[13,] 5.382805e-09 5.806482e-08 5.224691e-07 3.921548e-06 2.455347e-05
[14,] 4.803163e-08 4.660739e-07 3.772547e-06 2.547281e-05 1.434813e-04
[15,] 3.791384e-07 3.309502e-06 2.409875e-05 1.463890e-04 7.418679e-04
[16,] 2.647551e-06 2.079068e-05 1.362016e-04 7.444030e-04 3.394542e-03
[17,] 1.635684e-05 1.155625e-04 6.811723e-04 3.350093e-03 1.374898e-02
[18,] 8.941625e-05 5.684307e-04 3.015182e-03 1.334694e-02 4.931364e-02
[19,] 4.325858e-04 2.474882e-03 1.181656e-02 4.709471e-02 1.567228e-01
[20,] 1.852620e-03 9.541290e-03 4.102082e-02 1.472716e-01 4.417378e-01
[21,] 7.026473e-03 3.258924e-02 1.262335e-01 4.085632e-01 1.105776e+00
[22,] 2.361534e-02 9.869960e-02 3.447353e-01 1.007047e+00 2.463450e+00
[23,] 7.039781e-02 2.653794e-01 8.368683e-01 2.210364e+00 4.899251e+00
[24,] 1.863930e-01 6.346317e-01 1.810274e+00 4.334301e+00 8.736726e+00
[25,] 4.392184e-01 1.353410e+00 3.501568e+00 7.628157e+00 1.405623e+01
[26,] 9.237808e-01 2.583552e+00 6.085753e+00 1.212489e+01 2.056751e+01
[27,] 1.741194e+00 4.437110e+00 9.564763e+00 1.754417e+01 2.763695e+01
[28,] 2.957008e+00 6.901201e+00 1.370072e+01 2.332152e+01 3.445821e+01
[29,] 4.555167e+00 9.796175e+00 1.804176e+01 2.874686e+01 4.024768e+01
[30,] 6.413912e+00 1.279484e+01 2.202338e+01 3.312421e+01 4.437511e+01
[31,] 8.317859e+00 1.548920e+01 2.508813e+01 3.590100e+01 4.646802e+01
[32,] 9.997672e+00 1.747330e+01 2.680031e+01 3.679937e+01 4.655414e+01
[33,] 1.118320e+01 1.843532e+01 2.697642e+01 3.596363e+01 4.516060e+01
[34,] 1.167112e+01 1.826839e+01 2.581143e+01 3.401151e+01 4.318138e+01
[35,] 1.140743e+01 1.716361e+01 2.388794e+01 3.183940e+01 4.147233e+01
[36,] 1.054751e+01 1.559262e+01 2.196847e+01 3.021019e+01 4.041408e+01
[37,] 9.428122e+00 1.412462e+01 2.064007e+01 2.938117e+01 3.975996e+01
[38,] 8.428323e+00 1.315886e+01 2.004098e+01 2.903373e+01 3.884984e+01
[39,] 7.790903e+00 1.274884e+01 1.985471e+01 2.852154e+01 3.698807e+01
[40,] 7.523149e+00 1.263217e+01 1.954364e+01 2.722410e+01 3.374324e+01
[41,] 7.436880e+00 1.241805e+01 1.863303e+01 2.479471e+01 2.908840e+01
[42,] 7.280131e+00 1.178761e+01 1.688721e+01 2.124880e+01 2.341477e+01
[43,] 6.862478e+00 1.060302e+01 1.435245e+01 1.693802e+01 1.743092e+01
[44,] 6.114344e+00 8.920217e+00 1.131325e+01 1.243767e+01 1.193864e+01
[45,] 5.084814e+00 6.945094e+00 8.192390e+00 8.357381e+00 7.554503e+00
[46,] 3.907109e+00 4.958048e+00 5.409968e+00 5.136014e+00 4.522802e+00
[47,] 2.748946e+00 3.220621e+00 3.247245e+00 2.923351e+00 2.717895e+00
[48,] 1.757240e+00 1.894415e+00 1.780973e+00 1.604249e+00 1.798816e+00
[49,] 1.014858e+00 1.009862e+00 9.145125e-01 9.228948e-01 1.393624e+00
[50,] 5.285720e-01 4.943775e-01 4.682798e-01 6.148965e-01 1.216101e+00
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.021833e-17 3.138931e-16 4.064842e-15 4.390673e-14 3.955894e-13
 [2,] 4.630718e-16 6.466669e-15 7.532491e-14 7.318508e-13 5.931071e-12
 [3,] 9.381270e-15 1.178393e-13 1.234653e-12 1.079011e-11 7.865650e-11
 [4,] 1.681079e-13 1.899387e-12 1.790052e-11 1.407165e-10 9.226844e-10
 [5,] 2.664550e-12 2.707990e-11 2.295610e-10 1.623221e-09 9.573881e-09
 [6,] 3.735709e-11 3.415038e-10 2.604038e-09 1.656265e-08 8.787113e-08
 [7,] 4.632738e-10 3.809446e-09 2.612867e-08 1.494883e-07 7.134040e-07
 [8,] 5.081868e-09 3.758826e-08 2.319083e-07 1.193493e-06 5.123533e-06
 [9,] 4.930955e-08 3.280727e-07 1.820748e-06 8.429027e-06 3.255094e-05
[10,] 4.232245e-07 2.532958e-06 1.264547e-05 5.266262e-05 1.829568e-04
[11,] 3.213331e-06 1.729989e-05 7.769526e-05 2.910900e-04 9.098520e-04
[12,] 2.158250e-05 1.045296e-04 4.223399e-04 1.423638e-03 4.004063e-03
[13,] 1.282447e-04 5.587997e-04 2.031389e-03 6.161669e-03 1.559747e-02
[14,] 6.742337e-04 2.643338e-03 8.647098e-03 2.360715e-02 5.380365e-02
[15,] 3.136754e-03 1.106674e-02 3.258544e-02 8.009867e-02 1.644611e-01
[16,] 1.291671e-02 4.102045e-02 1.087569e-01 2.408494e-01 4.459399e-01
[17,] 4.709544e-02 1.346827e-01 3.217255e-01 6.425096e-01 1.074486e+00
[18,] 1.521250e-01 3.920070e-01 8.445123e-01 1.523288e+00 2.306976e+00
[19,] 4.356942e-01 1.012669e+00 1.970556e+00 3.218403e+00 4.433268e+00
[20,] 1.107850e+00 2.326142e+00 4.098537e+00 6.085675e+00 7.677926e+00
[21,] 2.505794e+00 4.764553e+00 7.630473e+00 1.036608e+01 1.210893e+01
[22,] 5.056437e+00 8.738884e+00 1.279605e+01 1.605845e+01 1.764455e+01
[23,] 9.142044e+00 1.444112e+01 1.950235e+01 2.292208e+01 2.418753e+01
[24,] 1.490014e+01 2.168485e+01 2.733785e+01 3.063618e+01 3.177518e+01
[25,] 2.207293e+01 2.991620e+01 3.575392e+01 3.898183e+01 4.055883e+01
[26,] 3.002739e+01 3.840750e+01 4.427370e+01 4.784943e+01 5.054724e+01
[27,] 3.794575e+01 4.648006e+01 5.253807e+01 5.703353e+01 6.128607e+01
[28,] 4.504379e+01 5.358954e+01 6.018053e+01 6.601460e+01 7.175243e+01
[29,] 5.068645e+01 5.929146e+01 6.673059e+01 7.396691e+01 8.059041e+01
[30,] 5.443490e+01 6.325798e+01 7.170943e+01 8.001255e+01 8.655437e+01
[31,] 5.614633e+01 6.541641e+01 7.483300e+01 8.351841e+01 8.890762e+01
[32,] 5.610906e+01 6.604724e+01 7.609713e+01 8.424186e+01 8.759553e+01
[33,] 5.501597e+01 6.564751e+01 7.566192e+01 8.230096e+01 8.314747e+01
[34,] 5.365280e+01 6.461021e+01 7.367315e+01 7.804675e+01 7.637764e+01
[35,] 5.246919e+01 6.298298e+01 7.017977e+01 7.190314e+01 6.806318e+01
[36,] 5.135664e+01 6.048504e+01 6.515978e+01 6.424246e+01 5.882668e+01
[37,] 4.977780e+01 5.671265e+01 5.859547e+01 5.540325e+01 4.931115e+01
[38,] 4.709711e+01 5.136559e+01 5.059859e+01 4.588456e+01 4.044545e+01
[39,] 4.288154e+01 4.442649e+01 4.158963e+01 3.654576e+01 3.344876e+01
[40,] 3.707913e+01 3.629402e+01 3.240857e+01 2.854300e+01 2.943194e+01
[41,] 3.009054e+01 2.780122e+01 2.417521e+01 2.293094e+01 2.884264e+01
[42,] 2.271236e+01 2.001434e+01 1.789046e+01 2.017910e+01 3.116830e+01
[43,] 1.590632e+01 1.384999e+01 1.402090e+01 1.995188e+01 3.510175e+01
[44,] 1.045761e+01 9.731949e+00 1.234830e+01 2.128387e+01 3.902490e+01
[45,] 6.709674e+00 7.502966e+00 1.215235e+01 2.299041e+01 4.150467e+01
[46,] 4.528419e+00 6.608949e+00 1.255894e+01 2.405167e+01 4.160164e+01
[47,] 3.477661e+00 6.391962e+00 1.283535e+01 2.382343e+01 3.898698e+01
[48,] 3.058029e+00 6.314816e+00 1.252968e+01 2.208897e+01 3.394454e+01
[49,] 2.873181e+00 6.050662e+00 1.148276e+01 1.902550e+01 2.727954e+01
[50,] 2.684454e+00 5.473289e+00 9.780815e+00 1.511728e+01 2.010058e+01
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.972928e-12 1.863593e-11 9.744179e-11 4.249805e-10 1.546051e-09
 [2,] 4.009320e-11 2.260664e-10 1.063239e-09 4.171167e-09 1.364960e-08
 [3,] 4.782680e-10 2.425703e-09 1.026209e-08 3.621351e-08 1.065978e-07
 [4,] 5.046512e-09 2.302299e-08 8.761300e-08 2.781114e-07 7.364186e-07
 [5,] 4.710112e-08 1.932907e-07 6.616593e-07 1.889354e-06 4.500591e-06
 [6,] 3.888660e-07 1.435482e-06 4.420289e-06 1.135480e-05 2.433455e-05
 [7,] 2.839937e-06 9.430563e-06 2.612411e-05 6.037490e-05 1.164264e-04
 [8,] 1.834747e-05 5.480975e-05 1.365991e-04 2.840594e-04 4.930231e-04
 [9,] 1.048639e-04 2.818357e-04 6.320202e-04 1.182885e-03 1.848671e-03
[10,] 5.302773e-04 1.282387e-03 2.588201e-03 4.361535e-03 6.142767e-03
[11,] 2.372880e-03 5.164573e-03 9.384799e-03 1.424983e-02 1.811204e-02
[12,] 9.398361e-03 1.841681e-02 3.015125e-02 4.130347e-02 4.750153e-02
[13,] 3.296168e-02 5.818979e-02 8.592868e-02 1.064382e-01 1.112821e-01
[14,] 1.024312e-01 1.630825e-01 2.176560e-01 2.447683e-01 2.346070e-01
[15,] 2.823493e-01 4.061538e-01 4.916421e-01 5.055221e-01 4.507141e-01
[16,] 6.915716e-01 9.016259e-01 9.959219e-01 9.478066e-01 8.047167e-01
[17,] 1.509503e+00 1.793175e+00 1.826241e+00 1.640796e+00 1.371274e+00
[18,] 2.949949e+00 3.221632e+00 3.076332e+00 2.685609e+00 2.292401e+00
[19,] 5.200290e+00 5.296439e+00 4.861110e+00 4.268331e+00 3.821002e+00
[20,] 8.364755e+00 8.116080e+00 7.386752e+00 6.718606e+00 6.325711e+00
[21,] 1.247847e+01 1.185696e+01 1.102619e+01 1.050462e+01 1.020258e+01
[22,] 1.761763e+01 1.686891e+01 1.630078e+01 1.609228e+01 1.568023e+01
[23,] 2.401968e+01 2.364518e+01 2.368216e+01 2.367051e+01 2.259217e+01
[24,] 3.205071e+01 3.257608e+01 3.324652e+01 3.286655e+01 3.026336e+01
[25,] 4.193564e+01 4.356221e+01 4.436471e+01 4.264973e+01 3.764104e+01
[26,] 5.337805e+01 5.572755e+01 5.566454e+01 5.156167e+01 4.366697e+01
[27,] 6.534678e+01 6.747513e+01 6.537929e+01 5.822167e+01 4.771669e+01
[28,] 7.623460e+01 7.693759e+01 7.196133e+01 6.185847e+01 4.985465e+01
[29,] 8.435149e+01 8.262696e+01 7.464968e+01 6.256805e+01 5.076414e+01
[30,] 8.850355e+01 8.395070e+01 7.367817e+01 6.116396e+01 5.145150e+01
[31,] 8.836692e+01 8.132241e+01 7.002745e+01 5.877862e+01 5.299926e+01
[32,] 8.448191e+01 7.583154e+01 6.493789e+01 5.655957e+01 5.655564e+01
[33,] 7.789642e+01 6.872452e+01 5.957207e+01 5.568249e+01 6.343354e+01
[34,] 6.970190e+01 6.108466e+01 5.505743e+01 5.753366e+01 7.496741e+01
[35,] 6.079156e+01 5.391560e+01 5.273519e+01 6.365419e+01 9.194696e+01
[36,] 5.199248e+01 4.843028e+01 5.417158e+01 7.520570e+01 1.139059e+02
[37,] 4.436153e+01 4.609767e+01 6.066576e+01 9.219963e+01 1.388109e+02
[38,] 3.922981e+01 4.819493e+01 7.248328e+01 1.130451e+02 1.634422e+02
[39,] 3.778869e+01 5.509543e+01 8.836537e+01 1.347751e+02 1.842090e+02
[40,] 4.045600e+01 6.581526e+01 1.056897e+02 1.538002e+02 1.978748e+02
[41,] 4.649687e+01 7.816078e+01 1.211742e+02 1.667240e+02 2.019363e+02
[42,] 5.417849e+01 8.937043e+01 1.316969e+02 1.709159e+02 1.948801e+02
[43,] 6.133478e+01 9.685950e+01 1.349098e+02 1.649127e+02 1.766356e+02
[44,] 6.599047e+01 9.876599e+01 1.296384e+02 1.488340e+02 1.491046e+02
[45,] 6.678956e+01 9.426612e+01 1.161829e+02 1.246980e+02 1.161917e+02
[46,] 6.320444e+01 8.374764e+01 9.644542e+01 9.622349e+01 8.290155e+01
[47,] 5.560535e+01 6.880758e+01 7.361598e+01 6.787539e+01 5.377570e+01
[48,] 4.519060e+01 5.191951e+01 5.130604e+01 4.348209e+01 3.153116e+01
[49,] 3.369852e+01 3.573914e+01 3.244723e+01 2.516051e+01 1.663563e+01
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[32,] 2.801185e+00 5.584735e+00 10.965843775 20.466010372 3.538216e+01
[33,] 2.683814e+00 5.658665e+00 11.454293490 21.510356125 3.659499e+01
[34,] 2.682516e+00 5.868015e+00 11.974531804 22.163929410 3.654990e+01
[35,] 2.756397e+00 6.105110e+00 12.300910148 22.096915644 3.495093e+01
[36,] 2.852871e+00 6.256390e+00 12.247765832 21.111775038 3.175503e+01
[37,] 2.916938e+00 6.223491e+00 11.692121427 19.154908365 2.717142e+01
[38,] 2.899075e+00 5.935741e+00 10.589390702 16.338437999 2.167413e+01
[39,] 2.761745e+00 5.363525e+00  8.997285380 12.959216585 1.594985e+01
[40,] 2.488209e+00 4.535899e+00  7.089979935  9.457526170 1.072518e+01
[41,] 2.092778e+00 3.548111e+00  5.127118176  6.291765085 6.537851e+00
[42,] 1.623697e+00 2.540530e+00  3.372243319  3.787148452 3.590632e+00
[43,] 1.150334e+00 1.651016e+00  2.003267065  2.050811403 1.768583e+00
[44,] 7.382266e-01 9.674927e-01  1.069207257  0.994955460 7.786870e-01
[45,] 4.265610e-01 5.087831e-01  0.510791916  0.431170301 3.057444e-01
[46,] 2.209520e-01 2.392845e-01  0.217827921  0.166547391 1.068760e-01
[47,] 1.022795e-01 1.004005e-01  0.082763442  0.057254765 3.322021e-02
[48,] 4.221805e-02 3.751858e-02  0.027978465  0.017498213 9.173581e-03
[49,] 1.551494e-02 1.247121e-02  0.008406952  0.004750443 2.249069e-03
[50,] 5.070591e-03 3.684099e-03  0.002243689  0.001144902 4.892978e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.028761e-01 2.885393e-01 7.238050e-01 1.608764e+00 3.164434e+00
 [2,] 3.207927e-01 8.130821e-01 1.850194e+00 3.748845e+00 6.762542e+00
 [3,] 8.903421e-01 2.041303e+00 4.219692e+00 7.810613e+00 1.295837e+01
 [4,] 2.203535e+00 4.575307e+00 8.606480e+00 1.458919e+01 2.233537e+01
 [5,] 4.874821e+00 9.179849e+00 1.574592e+01 2.451600e+01 3.476816e+01
 [6,] 9.669445e+00 1.654409e+01 2.594162e+01 3.722768e+01 4.912365e+01
 [7,] 1.726214e+01 2.689726e+01 3.867522e+01 5.136553e+01 6.338147e+01
 [8,] 2.786150e+01 3.965398e+01 5.248607e+01 6.482257e+01 7.521372e+01
 [9,] 4.086628e+01 5.333034e+01 6.528085e+01 7.538508e+01 8.276042e+01
[10,] 5.477048e+01 6.585037e+01 7.496197e+01 8.145014e+01 8.522609e+01
[11,] 6.742984e+01 7.512638e+01 8.006354e+01 8.249116e+01 8.309072e+01
[12,] 7.661264e+01 7.965368e+01 8.014164e+01 7.917061e+01 7.796831e+01
[13,] 8.063557e+01 7.892378e+01 7.588252e+01 7.319183e+01 7.222052e+01
[14,] 7.889090e+01 7.360584e+01 6.900320e+01 6.695728e+01 6.836688e+01
[15,] 7.212190e+01 6.548739e+01 6.193713e+01 6.299402e+01 6.833184e+01
[16,] 6.233136e+01 5.710857e+01 5.722595e+01 6.316188e+01 7.271341e+01
[17,] 5.226095e+01 5.105239e+01 5.667363e+01 6.788683e+01 8.040730e+01
[18,] 4.453532e+01 4.905419e+01 6.058474e+01 7.583114e+01 8.889412e+01
[19,] 4.077126e+01 5.131482e+01 6.752926e+01 8.431446e+01 9.523854e+01
[20,] 4.104740e+01 5.641397e+01 7.488638e+01 9.043859e+01 9.744347e+01
[21,] 4.400427e+01 6.195210e+01 8.000457e+01 9.243464e+01 9.548288e+01
[22,] 4.754598e+01 6.565275e+01 8.142583e+01 9.052777e+01 9.139460e+01
[23,] 4.981004e+01 6.637848e+01 7.952906e+01 8.682007e+01 8.831991e+01
[24,] 4.993472e+01 6.454494e+01 7.625508e+01 8.424683e+01 8.899312e+01
[25,] 4.827481e+01 6.176313e+01 7.410157e+01 8.517673e+01 9.445656e+01
[26,] 4.603310e+01 5.997030e+01 7.494602e+01 9.034770e+01 1.035798e+02
[27,] 4.457888e+01 6.052962e+01 7.924821e+01 9.857131e+01 1.135312e+02
[28,] 4.481937e+01 6.368952e+01 8.591186e+01 1.072525e+02 1.209271e+02
[29,] 4.686779e+01 6.855211e+01 9.277810e+01 1.134347e+02 1.230953e+02
[30,] 5.006633e+01 7.348409e+01 9.748253e+01 1.148617e+02 1.188562e+02
[31,] 5.328909e+01 7.675107e+01 9.826346e+01 1.105700e+02 1.085574e+02
[32,] 5.536580e+01 7.707455e+01 9.436677e+01 1.008565e+02 9.359053e+01
[33,] 5.542968e+01 7.388303e+01 8.598771e+01 8.688270e+01 7.585380e+01
[34,] 5.306106e+01 6.726198e+01 7.399896e+01 7.029848e+01 5.740724e+01
[35,] 4.826146e+01 5.780410e+01 5.973262e+01 5.300487e+01 4.022028e+01
[36,] 4.139755e+01 4.651435e+01 4.482841e+01 3.690119e+01 2.584984e+01
[37,] 3.318096e+01 3.471273e+01 3.098092e+01 2.350500e+01 1.511425e+01
[38,] 2.460051e+01 2.379239e+01 1.954053e+01 1.358959e+01 7.984219e+00
[39,] 1.670782e+01 1.484741e+01 1.116321e+01 7.085781e+00 3.790276e+00
[40,] 1.030824e+01 8.375935e+00 5.742106e+00 3.315749e+00 1.610552e+00
[41,] 5.739209e+00 4.248261e+00 2.647597e+00 1.387492e+00 6.107920e-01
[42,] 2.869106e+00 1.929444e+00 1.090755e+00 5.178600e-01 2.063145e-01
[43,] 1.283160e+00 7.824055e-01 4.005811e-01 1.720774e-01 6.197857e-02
[44,] 5.120549e-01 2.826871e-01 1.309244e-01 5.083794e-02 1.654113e-02
[45,] 1.819873e-01 9.086715e-02 3.803638e-02 1.334096e-02 3.918875e-03
[46,] 5.752684e-02 2.595768e-02 9.814008e-03 3.107501e-03 8.237139e-04
[47,] 1.615777e-02 6.584741e-03 2.247402e-03 6.421383e-04 1.535385e-04
[48,] 4.029568e-03 1.482401e-03 4.565474e-04 1.176678e-04 2.537061e-05
[49,] 8.917925e-04 2.960379e-04 8.224206e-05 1.911420e-05 3.715320e-06
[50,] 1.750697e-04 5.242341e-05 1.313316e-05 2.751738e-06 4.820724e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.536708e+00 8.685718e+00 1.230395e+01 1.580063e+01 1.840888e+01
 [2,] 1.092366e+01 1.592583e+01 2.108943e+01 2.544176e+01 2.797057e+01
 [3,] 1.939315e+01 2.638176e+01 3.280020e+01 3.734872e+01 3.895399e+01
 [4,] 3.109472e+01 3.964911e+01 4.651062e+01 5.025868e+01 5.002158e+01
 [5,] 4.523377e+01 5.433844e+01 6.047320e+01 6.238390e+01 5.961306e+01
 [6,] 6.003267e+01 6.832341e+01 7.257764e+01 7.193677e+01 6.639770e+01
 [7,] 7.316907e+01 7.938290e+01 8.102976e+01 7.769228e+01 6.965740e+01
 [8,] 8.253184e+01 8.594910e+01 8.494023e+01 7.934983e+01 6.946696e+01
 [9,] 8.693311e+01 8.762195e+01 8.458231e+01 7.757453e+01 6.662722e+01
[10,] 8.647577e+01 8.526990e+01 8.125640e+01 7.373508e+01 6.238475e+01
[11,] 8.250218e+01 8.073659e+01 7.684611e+01 6.944572e+01 5.802672e+01
[12,] 7.721259e+01 7.627707e+01 7.321912e+01 6.605464e+01 5.446858e+01
[13,] 7.306111e+01 7.387295e+01 7.164004e+01 6.421775e+01 5.196123e+01
[14,] 7.202953e+01 7.459277e+01 7.235161e+01 6.368449e+01 5.004893e+01
[15,] 7.494233e+01 7.818652e+01 7.446925e+01 6.342184e+01 4.787192e+01
[16,] 8.107268e+01 8.310519e+01 7.631620e+01 6.214179e+01 4.474754e+01
[17,] 8.829425e+01 8.707202e+01 7.620848e+01 5.908150e+01 4.072585e+01
[18,] 9.388513e+01 8.812134e+01 7.341515e+01 5.461424e+01 3.673149e+01
[19,] 9.577082e+01 8.567991e+01 6.875195e+01 5.024337e+01 3.413816e+01
[20,] 9.363408e+01 8.105720e+01 6.435026e+01 4.789289e+01 3.401549e+01
[21,] 8.922646e+01 7.694307e+01 6.263710e+01 4.888590e+01 3.650191e+01
[22,] 8.560280e+01 7.611156e+01 6.508150e+01 5.319600e+01 4.064769e+01
[23,] 8.564705e+01 8.002662e+01 7.139076e+01 5.935904e+01 4.478200e+01
[24,] 9.066648e+01 8.807126e+01 7.954550e+01 6.505484e+01 4.719417e+01
[25,] 9.973802e+01 9.774171e+01 8.661385e+01 6.804532e+01 4.678592e+01
[26,] 1.100616e+02 1.056646e+02 8.992289e+01 6.700454e+01 4.338908e+01
[27,] 1.181000e+02 1.089226e+02 8.801347e+01 6.185861e+01 3.764586e+01
[28,] 1.209387e+02 1.060461e+02 8.095214e+01 5.355563e+01 3.060680e+01
[29,] 1.172135e+02 9.724915e+01 6.997767e+01 4.352061e+01 2.332260e+01
[30,] 1.072435e+02 8.397214e+01 5.684468e+01 3.315724e+01 1.661075e+01
[31,] 9.252499e+01 6.818256e+01 4.328151e+01 2.358345e+01 1.099254e+01
[32,] 7.507453e+01 5.185001e+01 3.071518e+01 1.555051e+01 6.706163e+00
[33,] 5.697808e+01 3.667681e+01 2.015690e+01 9.426457e+00 3.740010e+00
[34,] 4.013235e+01 2.392803e+01 1.212726e+01 5.209621e+00 1.892169e+00
[35,] 2.600054e+01 1.427316e+01 6.635175e+00 2.605901e+00 8.629345e-01
[36,] 1.536194e+01 7.724281e+00 3.278932e+00 1.172917e+00 3.530154e-01
[37,] 8.216554e+00 3.768521e+00 1.455742e+00 4.729440e-01 1.290708e-01
[38,] 3.955282e+00 1.649493e+00 5.783313e-01 1.702846e-01 4.206684e-02
[39,] 1.706079e+00 6.454187e-01 2.049989e-01 5.461991e-02 1.219877e-02
[40,] 6.572936e-01 2.251756e-01 6.470049e-02 1.558168e-02 3.143240e-03
[41,] 2.256605e-01 6.991767e-02 1.815522e-02 3.948652e-03 7.189675e-04
[42,] 6.892394e-02 1.929583e-02 4.524507e-03 8.881430e-04 1.458850e-04
[43,] 1.870631e-02 4.728636e-03 1.000649e-03 1.771920e-04 2.624580e-05
[44,] 4.507485e-03 1.028252e-03 1.962837e-04 3.134213e-05 4.184937e-06
[45,] 9.636796e-04 1.983026e-04 3.413439e-05 4.913398e-06 5.912485e-07
[46,] 1.827146e-04 3.390375e-05 5.260896e-06 6.824676e-07 7.399456e-08
[47,] 3.071106e-05 5.137152e-06 7.184114e-07 8.397164e-08 8.201566e-09
[48,] 4.574754e-06 6.896709e-07 8.690367e-08 9.150662e-09 8.049910e-10
[49,] 6.037933e-07 8.201950e-08 9.310601e-09 8.830305e-10 6.995614e-11
[50,] 7.059423e-08 8.639181e-09 8.833371e-10 7.544758e-11 5.382099e-12
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.944969e+01 1.864459e+01 1.624987e+01 1.290265e+01 9.323764e+00
 [2,] 2.802129e+01 2.560493e+01 2.136978e+01 1.627745e+01 1.125465e+01
 [3,] 3.721808e+01 3.259192e+01 2.613687e+01 1.910346e+01 1.260275e+01
 [4,] 4.584321e+01 3.864003e+01 2.982088e+01 2.088157e+01 1.309731e+01
 [5,] 5.267849e+01 4.285951e+01 3.182646e+01 2.129827e+01 1.266440e+01
 [6,] 5.681401e+01 4.468076e+01 3.188753e+01 2.035324e+01 1.146574e+01
 [7,] 5.789610e+01 4.403073e+01 3.017452e+01 1.837105e+01 9.833409e+00
 [8,] 5.621675e+01 4.136418e+01 2.724322e+01 1.587485e+01 8.132684e+00
 [9,] 5.260912e+01 3.751187e+01 2.382819e+01 1.338129e+01 6.627693e+00
[10,] 4.816996e+01 3.338761e+01 2.057082e+01 1.122147e+01 5.416790e+00
[11,] 4.389294e+01 2.966914e+01 1.781076e+01 9.473716e+00 4.458774e+00
[12,] 4.033955e+01 2.659337e+01 1.554108e+01 8.030532e+00 3.659845e+00
[13,] 3.748710e+01 2.397332e+01 1.354596e+01 6.747517e+00 2.961345e+00
[14,] 3.485946e+01 2.144466e+01 1.163550e+01 5.576023e+00 2.376242e+00
[15,] 3.192352e+01 1.880700e+01 9.825530e+00 4.598054e+00 1.962741e+00
[16,] 2.854511e+01 1.623703e+01 8.345220e+00 3.954831e+00 1.766180e+00
[17,] 2.519802e+01 1.422231e+01 7.479970e+00 3.732886e+00 1.773778e+00
[18,] 2.275682e+01 1.326310e+01 7.369285e+00 3.887806e+00 1.908058e+00
[19,] 2.199617e+01 1.354715e+01 7.891882e+00 4.246317e+00 2.056294e+00
[20,] 2.311630e+01 1.479722e+01 8.695337e+00 4.575254e+00 2.115563e+00
[21,] 2.556985e+01 1.636187e+01 9.339304e+00 4.674894e+00 2.029738e+00
[22,] 2.826261e+01 1.748225e+01 9.471017e+00 4.449618e+00 1.802012e+00
[23,] 3.000161e+01 1.759168e+01 8.946971e+00 3.925320e+00 1.480619e+00
[24,] 2.995936e+01 1.650380e+01 7.849600e+00 3.213318e+00 1.129762e+00
[25,] 2.793367e+01 1.441348e+01 6.407924e+00 2.449282e+00 8.034735e-01
[26,] 2.430583e+01 1.174308e+01 4.882105e+00 1.743090e+00 5.334200e-01
[27,] 1.977691e+01 8.946435e+00 3.476972e+00 1.158286e+00 3.299595e-01
[28,] 1.506890e+01 6.374809e+00 2.311180e+00 7.161721e-01 1.891681e-01
[29,] 1.073825e+01 4.235338e+00 1.426814e+00 4.093791e-01 9.976470e-02
[30,] 7.124072e+00 2.607574e+00 8.121215e-01 2.146255e-01 4.800981e-02
[31,] 4.368753e+00 1.475944e+00 4.227108e-01 1.023811e-01 2.092540e-02
[32,] 2.455997e+00 7.617969e-01 1.996598e-01 4.412714e-02 8.209872e-03
[33,] 1.255653e+00 3.559348e-01 8.502562e-02 1.708873e-02 2.885768e-03
[34,] 5.798411e-01 1.496514e-01 3.248071e-02 5.921030e-03 9.055996e-04
[35,] 2.405427e-01 5.636340e-02 1.108884e-02 1.829926e-03 2.530922e-04
[36,] 8.927947e-02 1.895269e-02 3.374076e-03 5.033481e-04 6.288189e-05
[37,] 2.955984e-02 5.676267e-03 9.132619e-04 1.230359e-04 1.387205e-05
[38,] 8.712147e-03 1.511596e-03 2.195922e-04 2.669626e-05 2.714848e-06
[39,] 2.282278e-03 3.574924e-04 4.685987e-05 5.137944e-06 4.710546e-07
[40,] 5.308450e-04 7.502109e-05 8.868449e-06 8.766104e-07 7.243070e-08
[41,] 1.095440e-04 1.396097e-05 1.487780e-06 1.325334e-07 9.866331e-09
[42,] 2.004415e-05 2.302850e-06 2.211631e-07 1.775060e-08 1.190314e-09
[43,] 3.250748e-06 3.365769e-07 2.912371e-08 2.105564e-09 1.271618e-10
[44,] 4.671289e-07 4.357691e-08 3.396602e-09 2.211623e-10 1.202742e-11
[45,] 5.946225e-08 4.996809e-09 3.507776e-10 2.056734e-11 1.007064e-12
[46,] 6.703623e-09 5.073632e-10 3.207339e-11 1.693228e-12 7.463861e-14
[47,] 6.692255e-10 4.561172e-11 2.596175e-12 1.233902e-13 4.896164e-15
[48,] 5.915202e-11 3.630052e-12 1.860175e-13 7.958555e-15 2.842497e-16
[49,] 4.628624e-12 2.557326e-13 1.179690e-14 4.543024e-16 1.460389e-17
[50,] 3.206097e-13 1.594626e-14 6.621308e-16 2.295011e-17 6.639535e-19

> 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  
     141.91       -46.59  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ppc61257102088.ps tmp/1ppc61257102088.png")
> system("convert tmp/23xpb1257102088.ps tmp/23xpb1257102088.png")
> system("convert tmp/3l3sl1257102088.ps tmp/3l3sl1257102088.png")
> system("convert tmp/4h8ik1257102088.ps tmp/4h8ik1257102088.png")
> system("convert tmp/55kcy1257102088.ps tmp/55kcy1257102088.png")
> system("convert tmp/6d7v41257102088.ps tmp/6d7v41257102088.png")
> system("convert tmp/7xxls1257102088.ps tmp/7xxls1257102088.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.150   2.000   3.984