R version 2.6.0 (2007-10-03)
Copyright (C) 2007 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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> z <- c(87,75,74,91,101,103,106,102,105,105,100,95,96,98,99,92,84,81,72,89,96,91,88,90,98,87,100,100,104,107,105,102,98,106,97,101,100,93,94,96,96,98,102,95,85,84,82,87,77,90,90,94,97,96,93,93,93,97,100,95,97,103,102,93,99,100,97,104,102,103,100,90,90)
> y <- c(96,86,82,92,99,101,102,100,101,100,99,97,97,97,96,92,91,87,82,89,91,90,87,89,95,85,94,94,97,99,97,96,94,100,96,98,98,94,93,94,94,97,98,95,89,89,89,90,86,92,91,95,99,98,95,96,94,98,98,98,98,102,101,92,99,101,99,102,102,101,99,98,98)
> x <- c(513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542)
> par7 = 'Vooruitzichten'
> par6 = 'Cons vertrouwen'
> par5 = 'Totaal werkloos'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1wr091199367088.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/20x7u1199367088.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/3shsw1199367088.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/4r4qn1199367088.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/5eg7e1199367088.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  
  99.970018    -0.008881  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6446e1199367088.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]  79.16067  79.68473  80.20878  80.73283  81.25689  81.78094  82.30500
 [8]  82.82905  83.35311  83.87716  84.40121  84.92527  85.44932  85.97338
[15]  86.49743  87.02149  87.54554  88.06959  88.59365  89.11770  89.64176
[22]  90.16581  90.68986  91.21392  91.73797  92.26203  92.78608  93.31014
[29]  93.83419  94.35824  94.88230  95.40635  95.93041  96.45446  96.97851
[36]  97.50257  98.02662  98.55068  99.07473  99.59879 100.12284 100.64689
[43] 101.17095 101.69500 102.21906 102.74311 103.26717 103.79122 104.31527
[50] 104.83933

$yords
 [1]  67.22475  68.13395  69.04314  69.95234  70.86153  71.77072  72.67992
 [8]  73.58911  74.49830  75.40750  76.31669  77.22588  78.13508  79.04427
[15]  79.95347  80.86266  81.77185  82.68105  83.59024  84.49943  85.40863
[22]  86.31782  87.22702  88.13621  89.04540  89.95460  90.86379  91.77298
[29]  92.68218  93.59137  94.50057  95.40976  96.31895  97.22815  98.13734
[36]  99.04653  99.95573 100.86492 101.77412 102.68331 103.59250 104.50170
[43] 105.41089 106.32008 107.22928 108.13847 109.04766 109.95686 110.86605
[50] 111.77525

$zden
               [,1]          [,2]         [,3]         [,4]         [,5]
 [1,]  5.272574e-02  6.868311e-02 7.205204e-02 6.142972e-02 4.136915e-02
 [2,]  5.068870e-02  8.146340e-02 1.023755e-01 1.040908e-01 8.586685e-02
 [3,]  3.756593e-02  7.560037e-02 1.161825e-01 1.408573e-01 1.387616e-01
 [4,]  2.268420e-02  5.513820e-02 1.044207e-01 1.531961e-01 1.790813e-01
 [5,]  1.348102e-02  3.432703e-02 7.574740e-02 1.340888e-01 1.872453e-01
 [6,]  9.609851e-03  2.255048e-02 4.968456e-02 9.821098e-02 1.610483e-01
 [7,]  7.216283e-03  1.759984e-02 3.635396e-02 6.937295e-02 1.214652e-01
 [8,]  4.510421e-03  1.344030e-02 3.032858e-02 5.625124e-02 9.397447e-02
 [9,]  2.110265e-03  8.229951e-03 2.316593e-02 4.889653e-02 8.301419e-02
[10,]  7.162070e-04  3.736535e-03 1.382640e-02 3.688736e-02 7.344041e-02
[11,]  1.747491e-04  1.228540e-03 6.083672e-03 2.138083e-02 5.420838e-02
[12,]  3.056267e-05  2.903622e-04 1.937101e-03 9.108408e-03 3.043272e-02
[13,]  3.827511e-06  4.919869e-05 4.434396e-04 2.807831e-03 1.254248e-02
[14,]  3.434705e-07  5.971715e-06 7.279618e-05 6.225248e-04 3.742400e-03
[15,]  2.236805e-08  5.212541e-07 8.572096e-06 9.904245e-05 8.036272e-04
[16,]  1.200360e-09  3.425942e-08 7.353096e-07 1.135420e-05 1.240583e-04
[17,]  1.018697e-10  2.434241e-09 5.357329e-08 9.921439e-07 1.402272e-05
[18,]  1.840146e-11  3.938910e-10 6.687001e-09 1.003023e-07 1.395477e-06
[19,]  3.245501e-12  8.760784e-11 1.680623e-09 2.354033e-08 2.567185e-07
[20,]  4.246662e-13  1.542081e-11 3.925598e-10 7.024947e-09 8.908525e-08
[21,]  3.993597e-14  1.963557e-12 6.759331e-11 1.629504e-09 2.753133e-08
[22,]  2.692287e-15  1.793470e-13 8.363683e-12 2.730499e-10 6.241051e-09
[23,]  1.301524e-16  1.174791e-14 7.423295e-13 3.283683e-11 1.016851e-09
[24,]  4.515097e-18  5.522517e-16 4.728635e-14 2.834416e-12 1.189381e-10
[25,]  1.125042e-19  1.864788e-17 2.163820e-15 1.757696e-13 9.995346e-12
[26,]  2.015808e-21  4.528316e-19 7.121275e-17 7.839930e-15 6.042279e-13
[27,]  2.600823e-23  7.918950e-21 1.687955e-18 2.518781e-16 2.631221e-14
[28,]  2.420219e-25  9.989180e-23 2.886323e-20 5.838477e-18 8.267902e-16
[29,]  1.627342e-27  9.105987e-25 3.567129e-22 9.782583e-20 1.878163e-17
[30,]  7.922194e-30  6.010685e-27 3.192639e-24 1.187195e-21 3.090605e-19
[31,]  2.797919e-32  2.878725e-29 2.073557e-26 1.045639e-23 3.691474e-21
[32,]  7.182454e-35  1.002246e-31 9.791049e-29 6.696324e-26 3.206265e-23
[33,]  1.342282e-37  2.540499e-34 3.366278e-31 3.122731e-28 2.028042e-25
[34,]  1.828144e-40  4.693323e-37 8.435418e-34 1.061418e-30 9.350296e-28
[35,]  1.815299e-43  6.321400e-40 1.541111e-36 2.630312e-33 3.142961e-30
[36,]  1.313771e-46  6.205267e-43 2.051894e-39 4.750064e-36 7.698410e-33
[37,]  6.923016e-50  4.434810e-46 1.988866e-42 6.244284e-39 1.372506e-35
[38,]  2.652241e-53  2.304000e-49 1.401197e-45 5.965659e-42 1.778153e-38
[39,]  7.373269e-57  8.684867e-53 7.161597e-49 4.134233e-45 1.670815e-41
[40,]  1.484431e-60  2.370498e-56 2.650079e-52 2.074018e-48 1.136347e-44
[41,]  2.159948e-64  4.675675e-60 7.085683e-56 7.517089e-52 5.582899e-48
[42,]  2.267277e-68  6.652386e-64 1.366419e-59 1.964795e-55 1.977837e-51
[43,]  1.714057e-72  6.815962e-68 1.897405e-63 3.697576e-59 5.044425e-55
[44,]  9.319560e-77  5.022156e-72 1.894584e-67 5.003332e-63 9.249973e-59
[45,]  3.640061e-81  2.658072e-76 1.358788e-71 4.862468e-67 1.218137e-62
[46,]  1.020348e-85  1.009592e-80 6.993086e-76 3.390863e-71 1.151025e-66
[47,]  2.051093e-90  2.749814e-85 2.580749e-80 1.695528e-75 7.798245e-71
[48,]  2.955010e-95  5.367627e-90 6.825422e-85 6.075647e-80 3.786059e-75
[49,] 3.049786e-100  7.505622e-95 1.293085e-89 1.559489e-84 1.316647e-79
[50,] 2.253979e-105 7.515399e-100 1.754192e-94 2.866263e-89 3.278586e-84
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.107316e-02 7.841994e-03 2.098656e-03 4.507642e-04 2.508650e-04
 [2,] 5.561521e-02 2.708582e-02 9.603919e-03 2.468122e-03 6.052308e-04
 [3,] 1.106474e-01 6.885040e-02 3.203579e-02 1.082968e-02 2.720968e-03
 [4,] 1.708069e-01 1.315018e-01 7.852467e-02 3.488731e-02 1.127458e-02
 [5,] 2.107652e-01 1.944049e-01 1.443066e-01 8.259697e-02 3.503542e-02
 [6,] 2.130649e-01 2.303927e-01 2.051514e-01 1.465848e-01 8.032828e-02
 [7,] 1.825578e-01 2.273585e-01 2.353688e-01 2.018584e-01 1.385697e-01
 [8,] 1.450331e-01 1.978364e-01 2.302730e-01 2.273109e-01 1.872803e-01
 [9,] 1.236660e-01 1.690943e-01 2.084200e-01 2.256082e-01 2.117930e-01
[10,] 1.160708e-01 1.576443e-01 1.940673e-01 2.175324e-01 2.196308e-01
[11,] 1.024783e-01 1.529299e-01 1.936998e-01 2.200138e-01 2.288558e-01
[12,] 7.350174e-02 1.326954e-01 1.892802e-01 2.284114e-01 2.463744e-01
[13,] 3.988485e-02 9.200420e-02 1.595362e-01 2.200630e-01 2.581763e-01
[14,] 1.589248e-02 4.817557e-02 1.065009e-01 1.786142e-01 2.412771e-01
[15,] 4.589015e-03 1.854841e-02 5.373577e-02 1.144404e-01 1.874254e-01
[16,] 9.547805e-04 5.183130e-03 1.998309e-02 5.557735e-02 1.150052e-01
[17,] 1.436446e-04 1.046469e-03 5.406782e-03 1.996340e-02 5.373883e-02
[18,] 1.672680e-05 1.558677e-04 1.065300e-03 5.242028e-03 1.867014e-02
[19,] 2.424569e-06 2.130939e-05 1.656228e-04 1.027719e-03 4.794921e-03
[20,] 8.187126e-07 5.766256e-06 3.452967e-05 1.934047e-04 9.942925e-04
[21,] 3.267321e-07 2.741673e-06 1.657852e-05 7.598199e-05 2.938020e-04
[22,] 9.989279e-08 1.120314e-06 8.820388e-06 4.903111e-05 1.958912e-04
[23,] 2.204413e-08 3.345747e-07 3.555762e-06 2.647566e-05 1.383572e-04
[24,] 3.493885e-09 7.185036e-08 1.034401e-06 1.042583e-05 7.358114e-05
[25,] 3.979088e-10 1.108922e-08 2.163473e-07 2.954857e-06 2.825293e-05
[26,] 3.260045e-11 1.231347e-09 3.255908e-08 6.026964e-07 7.810176e-06
[27,] 1.924250e-12 9.851515e-11 3.530873e-09 8.859294e-08 1.556160e-06
[28,] 8.196560e-14 5.688645e-12 2.763931e-10 9.401277e-09 2.238660e-07
[29,] 2.524395e-15 2.375342e-13 1.564731e-11 7.216027e-10 2.329711e-08
[30,] 5.632652e-17 7.186718e-15 6.419435e-13 4.014318e-11 1.757421e-09
[31,] 9.123670e-19 1.578669e-16 1.912336e-14 1.621771e-12 9.628688e-11
[32,] 1.074773e-20 2.522250e-18 4.143947e-16 4.766448e-14 3.838223e-12
[33,] 9.220945e-23 2.935146e-20 6.540938e-18 1.020484e-15 1.114625e-13
[34,] 5.766609e-25 2.489843e-22 7.526265e-20 1.592734e-17 2.359735e-15
[35,] 2.629215e-27 1.539815e-24 6.313439e-22 1.812252e-19 3.641883e-17
[36,] 8.734857e-30 6.938469e-27 3.858552e-24 1.502234e-21 4.094525e-19
[37,] 2.112011e-32 2.275244e-29 1.715970e-26 9.060260e-24 3.349045e-21
[38,] 3.710451e-35 5.420389e-32 5.543453e-29 3.968955e-26 1.989380e-23
[39,] 4.727206e-38 9.363179e-35 1.298328e-31 1.260340e-28 8.565112e-26
[40,] 4.358620e-41 1.170377e-37 2.200095e-34 2.895314e-31 2.667400e-28
[41,] 2.902724e-44 1.056543e-40 2.692182e-37 4.802383e-34 5.997141e-31
[42,] 1.393787e-47 6.875992e-44 2.374689e-40 5.741307e-37 9.717330e-34
[43,] 4.817666e-51 3.221010e-47 1.507571e-43 4.939618e-40 1.133024e-36
[44,] 1.197154e-54 1.084646e-50 6.879458e-47 3.054559e-43 9.494473e-40
[45,] 2.136299e-58 2.622738e-54 2.254106e-50 1.356189e-46 5.712060e-43
[46,] 2.735174e-62 4.549990e-58 5.298602e-54 4.319540e-50 2.465125e-46
[47,] 2.510806e-66 5.659186e-62 8.929334e-58 9.862987e-54 7.626444e-50
[48,] 1.651604e-70 5.043688e-66 1.078237e-61 1.613628e-57 1.690504e-53
[49,] 7.781784e-75 3.219676e-70 9.325412e-66 1.890806e-61 2.683791e-57
[50,] 2.625304e-79 1.471618e-74 5.774749e-70 1.586330e-65 3.050540e-61
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.073265e-04 9.164859e-04 1.187066e-03 1.084413e-03 6.958271e-04
 [2,] 5.984895e-04 1.293980e-03 2.217325e-03 2.717135e-03 2.351135e-03
 [3,] 9.082052e-04 1.424996e-03 3.049680e-03 4.935044e-03 5.717878e-03
 [4,] 2.903276e-03 1.591473e-03 3.242561e-03 6.629513e-03 1.010549e-02
 [5,] 1.092130e-02 3.215181e-03 3.111565e-03 6.912320e-03 1.328698e-02
 [6,] 3.257538e-02 1.006078e-02 4.094016e-03 6.258577e-03 1.369773e-02
 [7,] 7.264153e-02 2.833940e-02 9.322825e-03 6.314799e-03 1.224085e-02
 [8,] 1.232828e-01 6.186934e-02 2.371494e-02 9.693543e-03 1.109657e-02
 [9,] 1.673582e-01 1.055729e-01 5.104502e-02 2.039164e-02 1.256791e-02
[10,] 1.966181e-01 1.493260e-01 9.060861e-02 4.313379e-02 2.021833e-02
[11,] 2.190713e-01 1.894151e-01 1.395728e-01 8.255752e-02 4.059306e-02
[12,] 2.453791e-01 2.292045e-01 1.955920e-01 1.421738e-01 8.399253e-02
[13,] 2.723093e-01 2.687966e-01 2.526913e-01 2.173397e-01 1.585301e-01
[14,] 2.807070e-01 2.973719e-01 2.994232e-01 2.893247e-01 2.537703e-01
[15,] 2.517030e-01 2.961354e-01 3.218608e-01 3.362507e-01 3.364106e-01
[16,] 1.865229e-01 2.535476e-01 3.068944e-01 3.463540e-01 3.768661e-01
[17,] 1.095786e-01 1.794428e-01 2.514798e-01 3.162313e-01 3.705834e-01
[18,] 4.934440e-02 1.012978e-01 1.712840e-01 2.504066e-01 3.261087e-01
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[30,] 2.704957e-06 1.297875e-07 4.412662e-09  1.061808e-10  1.806198e-12
[31,] 2.963084e-05 1.932619e-06 8.947177e-08  2.934937e-09  6.810604e-11
[32,] 2.480363e-04 2.196551e-05 1.383446e-06  6.181190e-08  1.954867e-09
[33,] 1.563682e-03 1.872233e-04 1.598710e-05  9.701381e-07  4.171271e-08
[34,] 7.385513e-03 1.187439e-03 1.367078e-04  1.121675e-05  6.533250e-07
[35,] 2.619310e-02 5.604441e-03 8.633760e-04  9.519752e-05  7.475188e-06
[36,] 7.027933e-02 1.980470e-02 4.044251e-03  5.945081e-04  6.253225e-05
[37,] 1.441800e-01 5.294512e-02 1.418163e-02  2.752405e-03  3.845748e-04
[38,] 2.290044e-01 1.084337e-01 3.770670e-02  9.559993e-03  1.756495e-03
[39,] 2.869335e-01 1.724160e-01 7.708093e-02  2.527948e-02  6.042941e-03
[40,] 2.965439e-01 2.168298e-01 1.227489e-01  5.162458e-02  1.591090e-02
[41,] 2.807481e-01 2.252577e-01 1.549024e-01  8.237605e-02  3.250046e-02
[42,] 2.798943e-01 2.137387e-01 1.614446e-01  1.042152e-01  5.196970e-02
[43,] 3.029144e-01 2.108973e-01 1.529434e-01  1.086540e-01  6.579797e-02
[44,] 3.321447e-01 2.229048e-01 1.488241e-01  1.023277e-01  6.838446e-02
[45,] 3.597848e-01 2.385263e-01 1.535058e-01  9.787019e-02  6.375177e-02
[46,] 3.833899e-01 2.536377e-01 1.605721e-01  9.847655e-02  5.976143e-02
[47,] 3.851299e-01 2.650851e-01 1.679368e-01  1.008741e-01  5.865306e-02
[48,] 3.473090e-01 2.587329e-01 1.721905e-01  1.039697e-01  5.894322e-02
[49,] 2.748016e-01 2.245615e-01 1.630628e-01  1.046474e-01  5.998430e-02
[50,] 1.891680e-01 1.701754e-01 1.358586e-01  9.609373e-02  5.931262e-02

> 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  
    -39.380        1.413  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7pp471199367088.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] 423.1852 428.0348 432.8844 437.7340 442.5835 447.4331 452.2827 457.1323
 [9] 461.9819 466.8315 471.6810 476.5306 481.3802 486.2298 491.0794 495.9290
[17] 500.7785 505.6281 510.4777 515.3273 520.1769 525.0265 529.8760 534.7256
[25] 539.5752 544.4248 549.2744 554.1240 558.9735 563.8231 568.6727 573.5223
[33] 578.3719 583.2215 588.0710 592.9206 597.7702 602.6198 607.4694 612.3190
[41] 617.1685 622.0181 626.8677 631.7173 636.5669 641.4165 646.2660 651.1156
[49] 655.9652 660.8148

$yords
 [1]  67.22475  68.13395  69.04314  69.95234  70.86153  71.77072  72.67992
 [8]  73.58911  74.49830  75.40750  76.31669  77.22588  78.13508  79.04427
[15]  79.95347  80.86266  81.77185  82.68105  83.59024  84.49943  85.40863
[22]  86.31782  87.22702  88.13621  89.04540  89.95460  90.86379  91.77298
[29]  92.68218  93.59137  94.50057  95.40976  96.31895  97.22815  98.13734
[36]  99.04653  99.95573 100.86492 101.77412 102.68331 103.59250 104.50170
[43] 105.41089 106.32008 107.22928 108.13847 109.04766 109.95686 110.86605
[50] 111.77525

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.964710e-05 5.586277e-05 9.696019e-05 1.550219e-04 2.283079e-04
 [2,] 5.116610e-05 9.578131e-05 1.651758e-04 2.624072e-04 3.840323e-04
 [3,] 8.397514e-05 1.561501e-04 2.675186e-04 4.222607e-04 6.140733e-04
 [4,] 1.312172e-04 2.423130e-04 4.123446e-04 6.465963e-04 9.343115e-04
 [5,] 1.955340e-04 3.584737e-04 6.057601e-04 9.434966e-04 1.354472e-03
 [6,] 2.785220e-04 5.066777e-04 8.499036e-04 1.314486e-03 1.874481e-03
 [7,] 3.804431e-04 6.862809e-04 1.142083e-03 1.753289e-03 2.482884e-03
 [8,] 5.004239e-04 8.943136e-04 1.475428e-03 2.246953e-03 3.158652e-03
 [9,] 6.371896e-04 1.126818e-03 1.841164e-03 2.779425e-03 3.876378e-03
[10,] 7.900657e-04 1.380688e-03 2.231716e-03 3.336368e-03 4.613113e-03
[11,] 9.596586e-04 1.654996e-03 2.643040e-03 3.908826e-03 5.353565e-03
[12,] 1.147534e-03 1.950679e-03 3.074411e-03 4.493220e-03 6.090323e-03
[13,] 1.354486e-03 2.267924e-03 3.524726e-03 5.086414e-03 6.817614e-03
[14,] 1.577667e-03 2.601736e-03 3.986110e-03 5.677096e-03 7.520436e-03
[15,] 1.807609e-03 2.937391e-03 4.437463e-03 6.237244e-03 8.164068e-03
[16,] 2.026674e-03 3.248209e-03 4.841501e-03 6.718538e-03 8.690148e-03
[17,] 2.210244e-03 3.497634e-03 5.148092e-03 7.057320e-03 9.023547e-03
[18,] 2.331039e-03 3.646060e-03 5.304264e-03 7.188220e-03 9.089680e-03
[19,] 2.365605e-03 3.660730e-03 5.268187e-03 7.062504e-03 8.836863e-03
[20,] 2.300879e-03 3.525399e-03 5.022302e-03 6.664507e-03 8.255322e-03
[21,] 2.138482e-03 3.246198e-03 4.580589e-03 6.019768e-03 7.385276e-03
[22,] 1.895117e-03 2.851443e-03 3.987135e-03 5.191572e-03 6.310722e-03
[23,] 1.598889e-03 2.385407e-03 3.306470e-03 4.267125e-03 5.141166e-03
[24,] 1.282889e-03 1.898315e-03 2.609157e-03 3.338353e-03 3.987906e-03
[25,] 9.782047e-04 1.435944e-03 1.957493e-03 2.483738e-03 2.942666e-03
[26,] 7.084732e-04 1.031897e-03 1.395458e-03 1.756314e-03 2.064458e-03
[27,] 4.872225e-04 7.042281e-04 9.449255e-04 1.179998e-03 1.376710e-03
[28,] 3.180990e-04 4.563513e-04 6.077147e-04 7.532883e-04 8.729725e-04
[29,] 1.971704e-04 2.808463e-04 3.713775e-04 4.573604e-04 5.273776e-04
[30,] 1.160983e-04 1.643330e-04 2.161169e-04 2.651601e-04 3.057402e-04
[31,] 6.510699e-05 9.185096e-05 1.207613e-04 1.489606e-04 1.744381e-04
[32,] 3.510985e-05 4.988128e-05 6.673005e-05 8.517529e-05 1.058440e-04
[33,] 1.883311e-05 2.785441e-05 3.988530e-05 5.644215e-05 8.047609e-05
[34,] 1.110647e-05 1.844696e-05 3.075234e-05 5.165803e-05 8.673934e-05
[35,] 8.628821e-06 1.713713e-05 3.376318e-05 6.480262e-05 1.192274e-04
[36,] 9.498649e-06 2.143845e-05 4.608070e-05 9.322495e-05 1.763285e-04
[37,] 1.270756e-05 3.008894e-05 6.635980e-05 1.358189e-04 2.576141e-04
[38,] 1.770137e-05 4.234169e-05 9.364151e-05 1.913482e-04 3.613666e-04
[39,] 2.404940e-05 5.742318e-05 1.264953e-04 2.571303e-04 4.826267e-04
[40,] 3.123363e-05 7.419569e-05 1.625052e-04 3.282963e-04 6.121982e-04
[41,] 3.855961e-05 9.104892e-05 1.981809e-04 3.978204e-04 7.369900e-04
[42,] 4.518320e-05 1.060240e-04 2.293192e-04 4.573788e-04 8.417999e-04
[43,] 5.023171e-05 1.171293e-04 2.517335e-04 4.988709e-04 9.122028e-04
[44,] 5.297701e-05 1.227524e-04 2.621468e-04 5.161873e-04 9.377576e-04
[45,] 5.300198e-05 1.220363e-04 2.589670e-04 5.066720e-04 9.145288e-04
[46,] 5.030232e-05 1.150907e-04 2.426824e-04 4.717846e-04 8.460714e-04
[47,] 4.528706e-05 1.029634e-04 2.157372e-04 4.167315e-04 7.425347e-04
[48,] 3.867674e-05 8.738074e-05 1.819299e-04 3.491913e-04 6.181943e-04
[49,] 3.133396e-05 7.034597e-05 1.455374e-04 2.775649e-04 4.882370e-04
[50,] 2.408075e-05 5.372209e-05 1.104427e-04 2.092952e-04 3.657911e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 0.0003097257 0.0003870477 0.0004455397 0.0004724430 0.0004614914
 [2,] 0.0005177532 0.0006430487 0.0007357604 0.0007755498 0.0007531453
 [3,] 0.0008227596 0.0010156465 0.0011551462 0.0012105134 0.0011688620
 [4,] 0.0012440439 0.0015264065 0.0017258630 0.0017983075 0.0017269423
 [5,] 0.0017922127 0.0021857730 0.0024571551 0.0025462536 0.0024325706
 [6,] 0.0024645836 0.0029878079 0.0033398813 0.0034428872 0.0032734788
 [7,] 0.0032434305 0.0039085024 0.0043451707 0.0044571777 0.0042198298
 [8,] 0.0040986421 0.0049093830 0.0054288881 0.0055435833 0.0052294656
 [9,] 0.0049946845 0.0059460633 0.0065412703 0.0066520078 0.0062573600
[10,] 0.0058994701 0.0069787553 0.0076382861 0.0077389935 0.0072656720
[11,] 0.0067909892 0.0079798769 0.0086894684 0.0087749182 0.0082295928
[12,] 0.0076576578 0.0089342713 0.0096776676 0.0097429809 0.0091353999
[13,] 0.0084908075 0.0098305939 0.0105896403 0.0106293959 0.0099706682
[14,] 0.0092718482 0.0106471244 0.0114013566 0.0114090706 0.0107109717
[15,] 0.0099603248 0.0113391825 0.0120657253 0.0120344468 0.0113102136
[16,] 0.0104901374 0.0118360557 0.0125107021 0.0124349464 0.0117011023
[17,] 0.0107784650 0.0120518715 0.0126516878 0.0125301383 0.0118080815
[18,] 0.0107463328 0.0119084834 0.0124154284 0.0122532194 0.0115691381
[19,] 0.0103439678 0.0113623183 0.0117666610 0.0115760116 0.0109583497
[20,] 0.0095711185 0.0104244852 0.0107266762 0.0105252701 0.0100001571
[21,] 0.0084840197 0.0091657370 0.0093759354 0.0091834303 0.0087695905
[22,] 0.0071859886 0.0077040063 0.0078393962 0.0076732810 0.0073783324
[23,] 0.0058050914 0.0061791040 0.0062599672 0.0061322310 0.0059517677
[24,] 0.0044669055 0.0047236085 0.0047694624 0.0046851100 0.0046048106
[25,] 0.0032712316 0.0034392319 0.0034660969 0.0034237176 0.0034235469
[26,] 0.0022788973 0.0023845983 0.0024038538 0.0023976686 0.0024565927
[27,] 0.0015102811 0.0015754511 0.0015941182 0.0016165530 0.0017163005
[28,] 0.0009531131 0.0009941842 0.0010161095 0.0010600537 0.0011871542
[29,] 0.0005749602 0.0006036578 0.0006310464 0.0006913950 0.0008375934
[30,] 0.0003358533 0.0003606160 0.0003955617 0.0004701185 0.0006318928
[31,] 0.0001980327 0.0002257632 0.0002716653 0.0003617688 0.0005398406
[32,] 0.0001316878 0.0001695327 0.0002324235 0.0003436439 0.0005430844
[33,] 0.0001170170 0.0001739734 0.0002637392 0.0004067332 0.0006377105
[34,] 0.0001436000 0.0002317440 0.0003630453 0.0005542798 0.0008329129
[35,] 0.0002080931 0.0003431415 0.0005356274 0.0007973650 0.0011457840
[36,] 0.0003109938 0.0005118421 0.0007891421 0.0011479862 0.0015926890
[37,] 0.0004529925 0.0007399274 0.0011270129 0.0016105314 0.0021785393
[38,] 0.0006314240 0.0010229579 0.0015418526 0.0021733574 0.0028864258
[39,] 0.0008374855 0.0013461973 0.0020106180 0.0028029324 0.0036709478
[40,] 0.0010550106 0.0016832749 0.0024934065 0.0034431450 0.0044585081
[41,] 0.0012614501 0.0019982778 0.0029372492 0.0040214337 0.0051563613
[42,] 0.0014311951 0.0022513784 0.0032848572 0.0044613538 0.0056694462
[43,] 0.0015405967 0.0024068547 0.0034864445 0.0046987302 0.0059209570
[44,] 0.0015733065 0.0024412696 0.0035112715 0.0046967136 0.0058705662
[45,] 0.0015242547 0.0023492101 0.0033552109 0.0044548789 0.0055243809
[46,] 0.0014009211 0.0021446409 0.0030417642 0.0040092747 0.0049332681
[47,] 0.0012214541 0.0018574028 0.0026161831 0.0034234258 0.0041801777
[48,] 0.0010102880 0.0015260604 0.0021347141 0.0027733707 0.0033607913
[49,] 0.0007927132 0.0011894566 0.0016524772 0.0021315663 0.0025636697
[50,] 0.0005900498 0.0008794979 0.0012135348 0.0015542778 0.0018554463
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 0.0004152851 0.0003442966 0.0002630339 0.0001852971 0.0001206654
 [2,] 0.0006738605 0.0005555658 0.0004221830 0.0002959639 0.0001919882
 [3,] 0.0010400599 0.0008529713 0.0006450220 0.0004502835 0.0002913031
 [4,] 0.0015286592 0.0012476302 0.0009394607 0.0006537404 0.0004225307
 [5,] 0.0021429993 0.0017416675 0.0013071269 0.0009080776 0.0005879501
 [6,] 0.0028717395 0.0023261375 0.0017423577 0.0012111625 0.0007887210
 [7,] 0.0036893725 0.0029820489 0.0022335905 0.0015586291 0.0010267154
 [8,] 0.0045612605 0.0036848966 0.0027672808 0.0019472503 0.0013075205
 [9,] 0.0054519214 0.0044114424 0.0033331968 0.0023790317 0.0016437358
[10,] 0.0063332794 0.0051459395 0.0039287984 0.0028641763 0.0020570086
[11,] 0.0071887698 0.0058824783 0.0045600880 0.0034208113 0.0025769718
[12,] 0.0080104762 0.0066213358 0.0052373100 0.0040700998 0.0032357218
[13,] 0.0087896451 0.0073598449 0.0059659534 0.0048269481 0.0040577321
[14,] 0.0095046280 0.0080812833 0.0067358881 0.0056885168 0.0050469517
[15,] 0.0101124870 0.0087470021 0.0075129677 0.0066242884 0.0061746478
[16,] 0.0105497330 0.0092963930 0.0082372365 0.0075718599 0.0073726293
[17,] 0.0107439637 0.0096563919 0.0088298980 0.0084415223 0.0085360852
[18,] 0.0106332254 0.0097582909 0.0092081617 0.0091302541 0.0095380912
[19,] 0.0101861936 0.0095565168 0.0093042110 0.0095426929 0.0102542218
[20,] 0.0094155967 0.0090431066 0.0090828858 0.0096139254 0.0105917097
[21,] 0.0083799324 0.0082531587 0.0085528347 0.0093275977 0.0105148289
[22,] 0.0071730553 0.0072597196 0.0077677289 0.0087235322 0.0100580454
[23,] 0.0059054729 0.0061599554 0.0068169781 0.0078917681 0.0093215021
[24,] 0.0046834638 0.0050568226 0.0058083462 0.0069539538 0.0084488152
[25,] 0.0035918591 0.0040411744 0.0048470389 0.0060369509 0.0075930039
[26,] 0.0026841816 0.0031784623 0.0040166490 0.0052460037 0.0068804687
[27,] 0.0019810609 0.0025024796 0.0033666456 0.0046449632 0.0063837049
[28,] 0.0014755668 0.0020166385 0.0029091588 0.0042488464 0.0061106418
[29,] 0.0011428979 0.0017015863 0.0026252720 0.0040302426 0.0060132027
[30,] 0.0009516539 0.0015268129 0.0024785680 0.0039369866 0.0060116870
[31,] 0.0008743163 0.0014633125 0.0024318851 0.0039153242 0.0060268105
[32,] 0.0008951140 0.0014942833 0.0024624811 0.0039313340 0.0060090912
[33,] 0.0010139317 0.0016212090 0.0025711907 0.0039839715 0.0059563001
[34,] 0.0012453480 0.0018634631 0.0027826134 0.0041055449 0.0059135142
[35,] 0.0016124778 0.0022508445 0.0031356424 0.0043490947 0.0059557649
[36,] 0.0021362658 0.0028101694 0.0036663510 0.0047661097 0.0061587365
[37,] 0.0028222250 0.0035489607 0.0043877928 0.0053812064 0.0065668103
[38,] 0.0036480631 0.0044409188 0.0052729537 0.0061719201 0.0071688487
[39,] 0.0045564773 0.0054184452 0.0062471385 0.0070609091 0.0078900144
[40,] 0.0054569393 0.0063763777 0.0071940285 0.0079245985 0.0086031529
[41,] 0.0062381185 0.0071881023 0.0079756988 0.0086172812 0.0091571291
[42,] 0.0067891010 0.0077310202 0.0084620938 0.0090044250 0.0094139233
[43,] 0.0070240073 0.0079145286 0.0085616384 0.0089953872 0.0092832592
[44,] 0.0069025850 0.0077019458 0.0082435267 0.0085654486 0.0087442684
[45,] 0.0064400745 0.0071192895 0.0075446284 0.0077604972 0.0078481441
[46,] 0.0057030757 0.0062481334 0.0065591060 0.0066835721 0.0067021882
[47,] 0.0047929478 0.0052052133 0.0054146843 0.0054684909 0.0054416251
[48,] 0.0038223935 0.0041157000 0.0042436009 0.0042494700 0.0041987132
[49,] 0.0028925866 0.0030883995 0.0031570425 0.0031357471 0.0030781026
[50,] 0.0020770329 0.0021993264 0.0022293861 0.0021971119 0.0021438039
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 7.338555e-05 4.347991e-05 2.900666e-05 2.827177e-05 4.116153e-05
 [2,] 1.166356e-04 6.959914e-05 4.763600e-05 4.811917e-05 7.108107e-05
 [3,] 1.771658e-04 1.069111e-04 7.543173e-05 7.888259e-05 1.176450e-04
 [4,] 2.581153e-04 1.584405e-04 1.159110e-04 1.252119e-04 1.873764e-04
 [5,] 3.625531e-04 2.282220e-04 1.742743e-04 1.937646e-04 2.887658e-04
 [6,] 4.944599e-04 3.225822e-04 2.588451e-04 2.946478e-04 4.335238e-04
 [7,] 6.607275e-04 4.522915e-04 3.833412e-04 4.437403e-04 6.388447e-04
 [8,] 8.739932e-04 6.353930e-04 5.697941e-04 6.657427e-04 9.306087e-04
 [9,] 1.155521e-03 8.999492e-04 8.513408e-04 9.971405e-04 1.346653e-03
[10,] 1.536711e-03 1.285297e-03 1.273387e-03 1.487406e-03 1.938205e-03
[11,] 2.057467e-03 1.839945e-03 1.891082e-03 2.196109e-03 2.766780e-03
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[21,] 0.054733644 0.053805873 0.051381867 0.047649667 0.042900631 0.0374784075
[22,] 0.057759627 0.056867271 0.054381638 0.050524829 0.045629075 0.0400661133
[23,] 0.060499223 0.059781440 0.057375237 0.053516632 0.048566278 0.0429192606
[24,] 0.063047850 0.062571730 0.060318751 0.056524025 0.051566606 0.0458605151
[25,] 0.065483527 0.065218887 0.063106979 0.059374621 0.054411162 0.0486433585
[26,] 0.067836408 0.067648048 0.065576089 0.061839410 0.056830387 0.0509789038
[27,] 0.070079885 0.069741864 0.067534451 0.063675233 0.058552201 0.0525850842
[28,] 0.072140813 0.071371629 0.068809268 0.064680300 0.059360454 0.0532438305
[29,] 0.073918516 0.072430533 0.069289582 0.064741960 0.059143399 0.0528475552
[30,] 0.075301278 0.072854156 0.068948755 0.063859440 0.057915592 0.0514196593
[31,] 0.076174762 0.072621806 0.067839804 0.062135069 0.055807076 0.0491032276
[32,] 0.076424701 0.071742781 0.066068955 0.059739965 0.053025698 0.0461231176
[33,] 0.075940998 0.070238328 0.063760614 0.056868432 0.049806658 0.0427346770
[34,] 0.074628787 0.068129380 0.061027108 0.053696185 0.046364937 0.0391743562
[35,] 0.072425790 0.065434141 0.057950950 0.050352577 0.042861997 0.0356240713
[36,] 0.069319066 0.062172712 0.054580251 0.046909872 0.039391376 0.0321947973
[37,] 0.065352760 0.058373008 0.050933651 0.043387491 0.035982056 0.0289288421
[38,] 0.060623047 0.054074362 0.047011103 0.039767264 0.032615377 0.0258163790
[39,] 0.055263762 0.049329681 0.042808750 0.036015852 0.029250197 0.0228201292
[40,] 0.049431090 0.044209546 0.038337010 0.032110344 0.025850566 0.0199017191
[41,] 0.043294643 0.038809949 0.033639213 0.028061809 0.022409637 0.0170435132
[42,] 0.037036215 0.033260695 0.028805206 0.023930278 0.018963696 0.0142608592
[43,] 0.030850786 0.027727772 0.023973267 0.019825524 0.015592145 0.0116020672
[44,] 0.024941828 0.022403574 0.019316464 0.015891898 0.012403319 0.0091370215
[45,] 0.019506205 0.017483987 0.015015525 0.012281176 0.009510789 0.0069388599
[46,] 0.014710679 0.013138055 0.011226193 0.009122035 0.007008091 0.0050651995
[47,] 0.010667824 0.009480162 0.008051585 0.006495886 0.004949873 0.0035448904
[48,] 0.007420565 0.006554058 0.005527998 0.004425877 0.003344468 0.0023736183
[49,] 0.004941113 0.004333214 0.003627054 0.002880560 0.002158305 0.0015181648
[50,] 0.003144213 0.002735710 0.002271204 0.001788648 0.001328673 0.0009263664
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 0.0054525194 0.0054129842 0.0050162037 0.0043313696 3.479083e-03
 [2,] 0.0078849468 0.0077630174 0.0071396841 0.0061227131 4.887453e-03
 [3,] 0.0108769862 0.0106184549 0.0096910559 0.0082532590 6.547276e-03
 [4,] 0.0143251895 0.0138638466 0.0125541555 0.0106166567 8.369492e-03
 [5,] 0.0180312012 0.0172950319 0.0155354905 0.0130437059 1.021744e-02
 [6,] 0.0217189391 0.0206392105 0.0183850235 0.0153217251 1.192323e-02
 [7,] 0.0250755718 0.0235968202 0.0208355973 0.0172287895 1.331524e-02
 [8,] 0.0278090518 0.0258971975 0.0226530341 0.0185756673 1.425067e-02
 [9,] 0.0297080807 0.0273540769 0.0236841914 0.0192447305 1.464507e-02
[10,] 0.0306876744 0.0279053729 0.0238895546 0.0192150351 1.449044e-02
[11,] 0.0308066298 0.0276255412 0.0233509848 0.0185665010 1.385699e-02
[12,] 0.0302515060 0.0267070548 0.0222527455 0.0174624336 1.287862e-02
[13,] 0.0292923404 0.0254171754 0.0208421389 0.0161161644 1.172652e-02
[14,] 0.0282242390 0.0240436245 0.0193819095 0.0147519101 1.057916e-02
[15,] 0.0273126740 0.0228450960 0.0181078487 0.0135705077 9.596161e-03
[16,] 0.0267574237 0.0220191117 0.0172015472 0.0127275487 8.901795e-03
[17,] 0.0266817281 0.0216919831 0.0167815575 0.0123260178 8.579224e-03
[18,] 0.0271430073 0.0219269538 0.0169092146 0.0124201666 8.672856e-03
[19,] 0.0281536247 0.0227404588 0.0176007732 0.0130240607 9.193961e-03
[20,] 0.0296979032 0.0241151728 0.0188369526 0.0141180931 1.012471e-02
[21,] 0.0317356918 0.0260023805 0.0205643580 0.0156495455 1.141799e-02
[22,] 0.0341911916 0.0283132220 0.0226888688 0.0175276152 1.299363e-02
[23,] 0.0369346042 0.0309053872 0.0250664898 0.0196173742 1.473450e-02
[24,] 0.0397694660 0.0335758149 0.0275000899 0.0217392170 1.648752e-02
[25,] 0.0424377421 0.0360690192 0.0297495234 0.0236794972 1.807372e-02
[26,] 0.0446481533 0.0381051262 0.0315581069 0.0252144140 1.930867e-02
[27,] 0.0461234945 0.0394236707 0.0326918849 0.0261439811 2.003060e-02
[28,] 0.0466540700 0.0398319736 0.0329821501 0.0263280927 2.012965e-02
[29,] 0.0461406556 0.0392436763 0.0323588916 0.0257144038 1.957002e-02
[30,] 0.0446132238 0.0376952425 0.0308646167 0.0243491857 1.839784e-02
[31,] 0.0422198841 0.0353352515 0.0286439205 0.0223672685 1.673187e-02
[32,] 0.0391904238 0.0323901256 0.0259118863 0.0199637485 1.473930e-02
[33,] 0.0357864781 0.0291170612 0.0229108463 0.0173557177 1.260343e-02
[34,] 0.0322527912 0.0257575718 0.0198676361 0.0147446192 1.049228e-02
[35,] 0.0287813244 0.0225028974 0.0169617125 0.0122883493 8.535633e-03
[36,] 0.0254940660 0.0194771136 0.0143096000 0.0100879091 6.814356e-03
[37,] 0.0224442976 0.0167378140 0.0119655296 0.0081883867 5.361854e-03
[38,] 0.0196318050 0.0142898821 0.0099339520 0.0065902766 4.174027e-03
[39,] 0.0170255945 0.0121059324 0.0081878011 0.0052655708 3.222984e-03
[40,] 0.0145875699 0.0101471705 0.0066867760 0.0041735595 2.470264e-03
[41,] 0.0122915780 0.0083798520 0.0053915654 0.0032729729 1.876840e-03
[42,] 0.0101339800 0.0067845609 0.0042720584 0.0025290962 1.408995e-03
[43,] 0.0081342957 0.0053577292 0.0033095034 0.0019161163 1.040436e-03
[44,] 0.0063273014 0.0041069049 0.0024940694 0.0014160183 7.517977e-04
[45,] 0.0047503243 0.0030427157 0.0018200598 0.0010157441 5.288401e-04
[46,] 0.0034305681 0.0021709185 0.0012810889 0.0007041925 3.604375e-04
[47,] 0.0023765833 0.0014871979 0.0008668971 0.0004701186 2.370520e-04
[48,] 0.0015759203 0.0009758961 0.0005624759 0.0003013298 1.499329e-04
[49,] 0.0009985395 0.0006122594 0.0003492064 0.0001849982 9.095137e-05
[50,] 0.0006037664 0.0003667189 0.0002071075 0.0001085872 5.280195e-05
             [,47]        [,48]        [,49]        [,50]
 [1,] 2.595735e-03 1.796702e-03 1.152585e-03 6.847014e-04
 [2,] 3.626078e-03 2.497162e-03 1.594586e-03 9.433404e-04
 [3,] 4.830505e-03 3.310034e-03 2.104211e-03 1.239838e-03
 [4,] 6.140582e-03 4.186965e-03 2.650005e-03 1.555332e-03
 [5,] 7.454291e-03 5.057554e-03 3.187042e-03 1.863313e-03
 [6,] 8.648693e-03 5.838308e-03 3.662757e-03 2.133110e-03
 [7,] 9.600265e-03 6.446578e-03 4.025772e-03 2.335070e-03
 [8,] 1.020850e-02 6.816412e-03 4.235790e-03 2.446291e-03
 [9,] 1.041672e-02 6.912278e-03 4.272025e-03 2.455446e-03
[10,] 1.022436e-02 6.736901e-03 4.137896e-03 2.365409e-03
[11,] 9.687491e-03 6.331145e-03 3.860719e-03 2.192975e-03
[12,] 8.907590e-03 5.766166e-03 3.486646e-03 1.965840e-03
[13,] 8.012345e-03 5.130345e-03 3.072420e-03 1.717777e-03
[14,] 7.133971e-03 4.514764e-03 2.676312e-03 1.483376e-03
[15,] 6.390684e-03 4.000876e-03 2.350475e-03 1.293640e-03
[16,] 5.874955e-03 3.652713e-03 2.136130e-03 1.173217e-03
[17,] 5.649287e-03 3.514004e-03 2.061743e-03 1.139334e-03
[18,] 5.747525e-03 3.608809e-03 2.143274e-03 1.201866e-03
[19,] 6.178241e-03 3.943372e-03 2.385066e-03 1.363683e-03
[20,] 6.926915e-03 4.507054e-03 2.780079e-03 1.620561e-03
[21,] 7.955250e-03 5.271414e-03 3.308951e-03 1.960391e-03
[22,] 9.198257e-03 6.187983e-03 3.938375e-03 2.362054e-03
[23,] 1.056180e-02 7.186735e-03 4.620145e-03 2.794837e-03
[24,] 1.192421e-02 8.177739e-03 5.292527e-03 3.219417e-03
[25,] 1.314500e-02 9.058016e-03 5.885232e-03 3.591187e-03
[26,] 1.408130e-02 9.723974e-03 6.328151e-03 3.865951e-03
[27,] 1.460991e-02 1.008764e-02 6.562553e-03 4.007128e-03
[28,] 1.464981e-02 1.009296e-02 6.552121e-03 3.992741e-03
[29,] 1.417874e-02 9.727462e-03 6.290702e-03 3.820208e-03
[30,] 1.323853e-02 9.025638e-03 5.804191e-03 3.507319e-03
[31,] 1.192699e-02 8.062326e-03 5.145641e-03 3.088874e-03
[32,] 1.037830e-02 6.937867e-03 4.384761e-03 2.609799e-03
[33,] 8.737359e-03 5.759050e-03 3.594722e-03 2.116639e-03
[34,] 7.135188e-03 4.621047e-03 2.839816e-03 1.649728e-03
[35,] 5.671157e-03 3.594660e-03 2.166928e-03 1.237903e-03
[36,] 4.405177e-03 2.720999e-03 1.602212e-03 8.965860e-04
[37,] 3.359406e-03 2.013221e-03 1.152612e-03 6.289773e-04
[38,] 2.526591e-03 1.463071e-03 8.106287e-04 4.292555e-04
[39,] 1.881180e-03 1.049307e-03 5.602614e-04 2.864632e-04
[40,] 1.389807e-03 7.455113e-04 3.824123e-04 1.879691e-04
[41,] 1.019124e-03 5.258056e-04 2.587640e-04 1.219010e-04
[42,] 7.403196e-04 3.680827e-04 1.739072e-04 7.843394e-05
[43,] 5.307677e-04 2.551283e-04 1.160172e-04 5.015324e-05
[44,] 3.737246e-04 1.743546e-04 7.660342e-05 3.183975e-05
[45,] 2.570685e-04 1.168696e-04 4.982791e-05 2.000040e-05
[46,] 1.718556e-04 7.641785e-05 3.175428e-05 1.236811e-05
[47,] 1.111487e-04 4.849455e-05 1.971598e-05 7.486043e-06
[48,] 6.927672e-05 2.973455e-05 1.186621e-05 4.409803e-06
[49,] 4.148027e-05 1.755074e-05 6.892853e-06 2.515384e-06
[50,] 2.380009e-05 9.942772e-06 3.850731e-06 1.383463e-06

> 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  
  103.89166     -0.01619  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wr091199367088.ps tmp/1wr091199367088.png")
> system("convert tmp/20x7u1199367088.ps tmp/20x7u1199367088.png")
> system("convert tmp/3shsw1199367088.ps tmp/3shsw1199367088.png")
> system("convert tmp/4r4qn1199367088.ps tmp/4r4qn1199367088.png")
> system("convert tmp/5eg7e1199367088.ps tmp/5eg7e1199367088.png")
> system("convert tmp/6446e1199367088.ps tmp/6446e1199367088.png")
> system("convert tmp/7pp471199367088.ps tmp/7pp471199367088.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.284   1.315   2.851