R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
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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(578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469)
> y <- c(-7,-6,-6,-3,-2,-5,-11,-11,-11,-10,-14,-8,-9,-5,-1,-2,-5,-4,-6,-2,-2,-2,-2,2,1,-8,-1,1,-1,2,2,1,-1,-2,-2,-1,-8,-4,-6,-3,-3,-7,-9,-11,-13,-11,-9,-17,-22,-25,-20,-24,-24,-22,-19,-18,-17)
> x <- c(100.80,101.33,101.88,101.85,102.04,102.22,102.63,102.65,102.54,102.37,102.68,102.76,102.82,103.31,103.23,103.60,103.95,103.93,104.25,104.38,104.36,104.32,104.58,104.68,104.92,105.46,105.23,105.58,105.34,105.28,105.70,105.67,105.71,106.19,106.93,107.44,107.85,108.71,109.32,109.49,110.20,110.62,111.22,110.88,111.15,111.29,111.09,111.24,111.45,111.75,111.07,111.17,110.96,110.50,110.48,110.66,110.46)
> par7 = 'Aantal totale werklozen'
> par6 = 'Indexconsumentenvertrouwen'
> par5 = 'Indexconsumptieprijzen'
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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/106lx1257276149.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/2gbij1257276149.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/3i3sz1257276149.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/4g3hy1257276149.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/5tiaa1257276149.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  
    117.503       -1.176  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6n5q91257276149.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] -28.571942594 -27.875128610 -27.178314627 -26.481500644 -25.784686660
 [6] -25.087872677 -24.391058693 -23.694244710 -22.997430726 -22.300616743
[11] -21.603802760 -20.906988776 -20.210174793 -19.513360809 -18.816546826
[16] -18.119732843 -17.422918859 -16.726104876 -16.029290892 -15.332476909
[21] -14.635662925 -13.938848942 -13.242034959 -12.545220975 -11.848406992
[26] -11.151593008 -10.454779025  -9.757965041  -9.061151058  -8.364337075
[31]  -7.667523091  -6.970709108  -6.273895124  -5.577081141  -4.880267157
[36]  -4.183453174  -3.486639191  -2.789825207  -2.093011224  -1.396197240
[41]  -0.699383257  -0.002569274   0.694244710   1.391058693   2.087872677
[46]   2.784686660   3.481500644   4.178314627   4.875128610   5.571942594

$yords
 [1] 440.4526 444.8831 449.3136 453.7441 458.1746 462.6051 467.0356 471.4661
 [9] 475.8966 480.3271 484.7576 489.1881 493.6187 498.0492 502.4797 506.9102
[17] 511.3407 515.7712 520.2017 524.6322 529.0627 533.4932 537.9237 542.3542
[25] 546.7847 551.2153 555.6458 560.0763 564.5068 568.9373 573.3678 577.7983
[33] 582.2288 586.6593 591.0898 595.5203 599.9508 604.3813 608.8119 613.2424
[41] 617.6729 622.1034 626.5339 630.9644 635.3949 639.8254 644.2559 648.6864
[49] 653.1169 657.5474

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.676048e-05 7.225014e-05 1.391436e-04 2.595351e-04 4.660869e-04
 [2,] 4.901726e-05 9.017023e-05 1.676940e-04 3.072815e-04 5.470681e-04
 [3,] 7.294474e-05 1.202750e-04 2.073615e-04 3.641742e-04 6.339000e-04
 [4,] 1.208556e-04 1.793299e-04 2.768895e-04 4.472634e-04 7.405979e-04
 [5,] 2.072548e-04 2.921577e-04 4.115745e-04 5.973264e-04 9.047843e-04
 [6,] 3.423828e-04 4.815566e-04 6.545536e-04 8.798036e-04 1.205478e-03
 [7,] 5.301772e-04 7.549258e-04 1.032147e-03 1.356853e-03 1.747893e-03
 [8,] 7.810629e-04 1.105782e-03 1.532684e-03 2.039293e-03 2.598961e-03
 [9,] 1.135234e-03 1.543811e-03 2.122831e-03 2.864702e-03 3.712310e-03
[10,] 1.662965e-03 2.130635e-03 2.808835e-03 3.751344e-03 4.929062e-03
[11,] 2.402708e-03 2.956959e-03 3.680144e-03 4.705159e-03 6.103533e-03
[12,] 3.257358e-03 4.022925e-03 4.835840e-03 5.852239e-03 7.260265e-03
[13,] 3.956751e-03 5.104788e-03 6.191774e-03 7.278818e-03 8.575443e-03
[14,] 4.182857e-03 5.783480e-03 7.354149e-03 8.770291e-03 1.009778e-02
[15,] 3.793009e-03 5.697393e-03 7.778056e-03 9.757142e-03 1.145767e-02
[16,] 2.936994e-03 4.823076e-03 7.157114e-03 9.654178e-03 1.196346e-02
[17,] 1.948946e-03 3.506516e-03 5.686062e-03 8.337985e-03 1.112363e-02
[18,] 1.123646e-03 2.213031e-03 3.924621e-03 6.280171e-03 9.101836e-03
[19,] 5.791673e-04 1.244100e-03 2.406312e-03 4.197039e-03 6.618562e-03
[20,] 2.791776e-04 6.503619e-04 1.364617e-03 2.582084e-03 4.415014e-03
[21,] 1.317550e-04 3.314099e-04 7.507686e-04 1.533353e-03 2.828343e-03
[22,] 6.167383e-05 1.676695e-04 4.101965e-04 9.038312e-04 1.796190e-03
[23,] 2.772787e-05 8.192214e-05 2.175726e-04 5.197453e-04 1.117884e-03
[24,] 1.139700e-05 3.680268e-05 1.067410e-04 2.781730e-04 6.517976e-04
[25,] 4.120374e-06 1.459697e-05 4.642413e-05 1.325823e-04 3.401461e-04
[26,] 1.281261e-06 4.989689e-06 1.744049e-05 5.472202e-05 1.541705e-04
[27,] 3.388836e-07 1.452195e-06 5.584704e-06 1.927648e-05 5.973014e-05
[28,] 7.584833e-08 3.578259e-07 1.514905e-06 5.756142e-06 1.963285e-05
[29,] 1.433413e-08 7.446963e-08 3.472079e-07 1.452951e-06 5.458073e-06
[30,] 2.285703e-09 1.308096e-08 6.719142e-08 3.098187e-07 1.282681e-06
[31,] 3.076194e-10 1.940242e-09 1.098677e-08 5.586782e-08 2.551997e-07
[32,] 3.499390e-11 2.434879e-10 1.521894e-09 8.548697e-09 4.317965e-08
[33,] 3.377696e-12 2.598035e-11 1.797240e-10 1.119035e-09 6.277794e-09
[34,] 2.792775e-13 2.385255e-12 1.836460e-11 1.276345e-10 8.021062e-10
[35,] 2.026130e-14 1.939382e-13 1.680208e-12 1.320154e-11 9.427652e-11
[36,] 1.366735e-15 1.490235e-14 1.477935e-13 1.335491e-12 1.101233e-11
[37,] 9.582934e-17 1.209917e-15 1.391122e-14 1.456919e-13 1.389763e-12
[38,] 7.813845e-18 1.136681e-16 1.498578e-15 1.789695e-14 1.935206e-13
[39,] 7.285337e-19 1.191642e-17 1.757471e-16 2.336656e-15 2.800340e-14
[40,] 6.888901e-20 1.245316e-18 2.024475e-17 2.959802e-16 3.891894e-15
[41,] 5.997976e-21 1.191848e-19 2.127367e-18 3.411169e-17 4.914115e-16
[42,] 4.586938e-22 1.001494e-20 1.963127e-19 3.455018e-18 5.459921e-17
[43,] 3.019485e-23 7.248909e-22 1.561957e-20 3.020932e-19 5.244556e-18
[44,] 1.695693e-24 4.479120e-23 1.061772e-21 2.258787e-20 4.312576e-19
[45,] 8.089104e-26 2.352059e-24 6.136971e-23 1.436898e-21 3.019053e-20
[46,] 3.270658e-27 1.047139e-25 3.008234e-24 7.754661e-23 1.793749e-21
[47,] 1.119534e-28 3.947267e-27 1.248770e-25 3.544863e-24 9.029204e-23
[48,] 3.242058e-30 1.258949e-28 4.386473e-27 1.371345e-25 3.846826e-24
[49,] 7.939936e-32 3.395886e-30 1.303183e-28 4.487218e-27 1.386335e-25
[50,] 1.644072e-33 7.744905e-32 3.273595e-30 1.241512e-28 4.224670e-27
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.014368e-04 1.310170e-03 2.020788e-03 2.922320e-03 3.948504e-03
 [2,] 9.404263e-04 1.553919e-03 2.453136e-03 3.672471e-03 5.177385e-03
 [3,] 1.075593e-03 1.766498e-03 2.797999e-03 4.254161e-03 6.166798e-03
 [4,] 1.222785e-03 1.974871e-03 3.093666e-03 4.686452e-03 6.843956e-03
 [5,] 1.411204e-03 2.207452e-03 3.389901e-03 5.058479e-03 7.313979e-03
 [6,] 1.715610e-03 2.520134e-03 3.731739e-03 5.444899e-03 7.732404e-03
 [7,] 2.271377e-03 3.045852e-03 4.216834e-03 5.909356e-03 8.189141e-03
 [8,] 3.220936e-03 3.987431e-03 5.055496e-03 6.606641e-03 8.764837e-03
 [9,] 4.595106e-03 5.496130e-03 6.508585e-03 7.830963e-03 9.681148e-03
[10,] 6.224479e-03 7.493610e-03 8.672570e-03 9.859690e-03 1.129929e-02
[11,] 7.808447e-03 9.612091e-03 1.126633e-02 1.264186e-02 1.384011e-02
[12,] 9.147913e-03 1.139369e-02 1.367363e-02 1.561402e-02 1.701276e-02
[13,] 1.033011e-02 1.264359e-02 1.532778e-02 1.793162e-02 1.995536e-02
[14,] 1.159913e-02 1.358023e-02 1.614882e-02 1.904900e-02 2.171548e-02
[15,] 1.294654e-02 1.453046e-02 1.655908e-02 1.913857e-02 2.195701e-02
[16,] 1.386316e-02 1.541885e-02 1.696307e-02 1.886288e-02 2.121006e-02
[17,] 1.364398e-02 1.565291e-02 1.721387e-02 1.865796e-02 2.033142e-02
[18,] 1.202525e-02 1.464195e-02 1.671110e-02 1.829444e-02 1.968901e-02
[19,] 9.478982e-03 1.242176e-02 1.507206e-02 1.722632e-02 1.894623e-02
[20,] 6.845618e-03 9.680808e-03 1.260041e-02 1.529952e-02 1.763963e-02
[21,] 4.725412e-03 7.185191e-03 1.001901e-02 1.295854e-02 1.579102e-02
[22,] 3.227033e-03 5.261658e-03 7.834957e-03 1.075940e-02 1.381983e-02
[23,] 2.168475e-03 3.804467e-03 6.065505e-03 8.855430e-03 1.198039e-02
[24,] 1.374682e-03 2.614568e-03 4.498834e-03 7.041279e-03 1.011330e-02
[25,] 7.844891e-04 1.628445e-03 3.048791e-03 5.166619e-03 7.973333e-03
[26,] 3.901901e-04 8.878349e-04 1.818723e-03 3.362124e-03 5.631814e-03
[27,] 1.662042e-04 4.155476e-04 9.344455e-04 1.893092e-03 3.465163e-03
[28,] 6.012582e-05 1.654118e-04 4.091070e-04 9.108418e-04 1.829556e-03
[29,] 1.841090e-05 5.578941e-05 1.519786e-04 3.726306e-04 8.239030e-04
[30,] 4.769736e-06 1.593896e-05 4.790298e-05 1.296409e-04 3.165487e-04
[31,] 1.047709e-06 3.868618e-06 1.286120e-05 3.855546e-05 1.044594e-04
[32,] 1.962790e-07 8.038400e-07 2.970527e-06 9.926092e-06 3.007723e-05
[33,] 3.177492e-08 1.453586e-07 6.023538e-07 2.267438e-06 7.779729e-06
[34,] 4.567406e-09 2.362338e-08 1.112891e-07 4.789608e-07 1.888821e-06
[35,] 6.133576e-10 3.643878e-09 1.980941e-08 9.871329e-08 4.513947e-07
[36,] 8.296418e-11 5.714780e-10 3.600039e-09 2.073462e-08 1.091090e-07
[37,] 1.207068e-11 9.540248e-11 6.856575e-10 4.477355e-09 2.654273e-08
[38,] 1.893743e-12 1.676397e-11 1.341951e-10 9.711208e-10 6.351756e-09
[39,] 3.024883e-13 2.945010e-12 2.584460e-11 2.044589e-10 1.458373e-09
[40,] 4.603149e-14 4.897892e-13 4.689265e-12 4.040554e-11 3.134260e-10
[41,] 6.360941e-15 7.399378e-14 7.736463e-13 7.271974e-12 6.146518e-11
[42,] 7.748102e-16 9.874694e-15 1.130384e-13 1.162429e-12 1.074041e-11
[43,] 8.173308e-17 1.143506e-15 1.436370e-14 1.620033e-13 1.640821e-12
[44,] 7.389784e-18 1.136525e-16 1.568923e-15 1.944132e-14 2.162640e-13
[45,] 5.692440e-19 9.632100e-18 1.462691e-16 1.993473e-15 2.438456e-14
[46,] 3.723181e-20 6.934710e-19 1.159079e-17 1.738520e-16 2.340138e-15
[47,] 2.063653e-21 4.232197e-20 7.788312e-19 1.286105e-17 1.905789e-16
[48,] 9.682456e-23 2.186750e-21 4.431471e-20 8.058175e-19 1.314838e-17
[49,] 3.843092e-24 9.559100e-23 2.133438e-21 4.272419e-20 7.677204e-19
[50,] 1.289889e-25 3.533714e-24 8.686248e-23 1.915833e-21 3.791500e-20
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.982515e-03 5.882906e-03 6.516630e-03 6.783584e-03 6.630526e-03
 [2,] 6.841553e-03 8.460281e-03 9.799450e-03 1.065392e-02 1.088755e-02
 [3,] 8.460646e-03 1.092358e-02 1.323401e-02 1.504194e-02 1.606076e-02
 [4,] 9.581679e-03 1.276801e-02 1.608835e-02 1.908998e-02 2.130005e-02
 [5,] 1.023222e-02 1.379796e-02 1.781920e-02 2.188517e-02 2.542598e-02
 [6,] 1.065381e-02 1.424371e-02 1.844961e-02 2.303758e-02 2.754008e-02
 [7,] 1.106205e-02 1.450740e-02 1.849775e-02 2.295432e-02 2.764706e-02
 [8,] 1.153687e-02 1.482334e-02 1.849379e-02 2.245522e-02 2.663498e-02
 [9,] 1.217054e-02 1.522422e-02 1.861513e-02 2.209667e-02 2.553062e-02
[10,] 1.324969e-02 1.580725e-02 1.881081e-02 2.191063e-02 2.476731e-02
[11,] 1.515953e-02 1.690906e-02 1.918073e-02 2.174587e-02 2.416653e-02
[12,] 1.798034e-02 1.888137e-02 2.008959e-02 2.171412e-02 2.349634e-02
[13,] 2.113513e-02 2.160513e-02 2.180727e-02 2.219070e-02 2.290428e-02
[14,] 2.355030e-02 2.425890e-02 2.401805e-02 2.334888e-02 2.277326e-02
[15,] 2.437366e-02 2.574667e-02 2.579564e-02 2.475492e-02 2.321053e-02
[16,] 2.365797e-02 2.554733e-02 2.626135e-02 2.558067e-02 2.380126e-02
[17,] 2.229251e-02 2.418220e-02 2.538220e-02 2.536667e-02 2.401347e-02
[18,] 2.117493e-02 2.275098e-02 2.405927e-02 2.456705e-02 2.388455e-02
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[31,] 1.276391e-02 7.333999e-03 3.816290e-03 1.797362e-03 7.658374e-04
[32,] 1.697666e-02 1.059309e-02 5.990161e-03 3.066502e-03 1.419968e-03
[33,] 1.954252e-02 1.322444e-02 8.128575e-03 4.529710e-03 2.285334e-03
[34,] 1.958236e-02 1.427343e-02 9.501237e-03 5.753428e-03 3.161207e-03
[35,] 1.751004e-02 1.349863e-02 9.625498e-03 6.293666e-03 3.752420e-03
[36,] 1.489856e-02 1.164346e-02 8.650989e-03 6.004995e-03 3.846263e-03
[37,] 1.361529e-02 1.006039e-02 7.344398e-03 5.192030e-03 3.479475e-03
[38,] 1.490399e-02 1.000791e-02 6.691022e-03 4.472379e-03 2.953624e-03
[39,] 1.890421e-02 1.209731e-02 7.425526e-03 4.470226e-03 2.688901e-03
[40,] 2.464704e-02 1.607751e-02 9.739946e-03 5.547521e-03 3.031992e-03
[41,] 3.046751e-02 2.093668e-02 1.321008e-02 7.664587e-03 4.118393e-03
[42,] 3.476597e-02 2.532910e-02 1.694877e-02 1.037854e-02 5.812275e-03
[43,] 3.670655e-02 2.819728e-02 1.999671e-02 1.301340e-02 7.741648e-03
[44,] 3.627663e-02 2.914440e-02 2.174595e-02 1.496667e-02 9.453868e-03
[45,] 3.376151e-02 2.824888e-02 2.204211e-02 1.593157e-02 1.061408e-02
[46,] 2.938535e-02 2.566210e-02 2.093519e-02 1.584495e-02 1.107720e-02
[47,] 2.353403e-02 2.156499e-02 1.848946e-02 1.470430e-02 1.079555e-02
[48,] 1.707023e-02 1.646035e-02 1.492353e-02 1.255929e-02 9.744037e-03
[49,] 1.113475e-02 1.124866e-02 1.080879e-02 9.684677e-03 8.002172e-03
[50,] 6.574486e-03 6.850064e-03 6.939246e-03 6.629586e-03 5.865838e-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  
    593.974        3.715  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7n94r1257276149.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]  99.34298  99.62592  99.90886 100.19180 100.47474 100.75768 101.04062
 [8] 101.32356 101.60650 101.88944 102.17238 102.45532 102.73826 103.02119
[15] 103.30413 103.58707 103.87001 104.15295 104.43589 104.71883 105.00177
[22] 105.28471 105.56765 105.85059 106.13353 106.41647 106.69941 106.98235
[29] 107.26529 107.54823 107.83117 108.11411 108.39705 108.67999 108.96293
[36] 109.24587 109.52881 109.81174 110.09468 110.37762 110.66056 110.94350
[43] 111.22644 111.50938 111.79232 112.07526 112.35820 112.64114 112.92408
[50] 113.20702

$yords
 [1] 440.4526 444.8831 449.3136 453.7441 458.1746 462.6051 467.0356 471.4661
 [9] 475.8966 480.3271 484.7576 489.1881 493.6187 498.0492 502.4797 506.9102
[17] 511.3407 515.7712 520.2017 524.6322 529.0627 533.4932 537.9237 542.3542
[25] 546.7847 551.2153 555.6458 560.0763 564.5068 568.9373 573.3678 577.7983
[33] 582.2288 586.6593 591.0898 595.5203 599.9508 604.3813 608.8119 613.2424
[41] 617.6729 622.1034 626.5339 630.9644 635.3949 639.8254 644.2559 648.6864
[49] 653.1169 657.5474

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.177074e-19 7.049242e-18 6.415305e-17 5.410111e-16 4.228151e-15
 [2,] 7.711125e-18 7.171932e-17 6.180914e-16 4.936305e-15 3.653637e-14
 [3,] 7.388670e-17 6.507360e-16 5.310785e-15 4.016643e-14 2.815530e-13
 [4,] 6.314202e-16 5.266043e-15 4.069882e-14 2.915056e-13 1.935184e-12
 [5,] 4.812406e-15 3.800787e-14 2.781835e-13 1.887006e-12 1.186432e-11
 [6,] 3.270784e-14 2.446454e-13 1.695833e-12 1.089504e-11 6.488140e-11
 [7,] 1.982027e-13 1.404130e-12 9.218911e-12 5.610065e-11 3.164602e-10
 [8,] 1.070608e-12 7.184359e-12 4.468222e-11 2.575809e-10 1.376494e-09
 [9,] 5.153335e-12 3.276132e-11 1.930362e-10 1.054305e-09 5.338211e-09
[10,] 2.209742e-11 1.331044e-10 7.431293e-10 3.845972e-09 1.845326e-08
[11,] 8.438010e-11 4.816553e-10 2.548432e-09 1.249978e-08 5.684383e-08
[12,] 2.868340e-10 1.551832e-09 7.782552e-09 3.618414e-08 1.559901e-07
[13,] 8.676871e-10 4.450116e-09 2.115773e-08 9.326466e-08 3.812274e-07
[14,] 2.335043e-09 1.135471e-08 5.118924e-08 2.139776e-07 8.295068e-07
[15,] 5.588485e-09 2.577096e-08 1.101858e-07 4.368693e-07 1.606534e-06
[16,] 1.189168e-08 5.201396e-08 2.109596e-07 7.935246e-07 2.768811e-06
[17,] 2.249269e-08 9.333533e-08 3.591742e-07 1.282052e-06 4.245678e-06
[18,] 3.780978e-08 1.488773e-07 5.437099e-07 1.842115e-06 5.791449e-06
[19,] 5.647633e-08 2.110601e-07 7.316944e-07 2.353662e-06 7.027024e-06
[20,] 7.495177e-08 2.659117e-07 8.752998e-07 2.673983e-06 7.583664e-06
[21,] 8.837365e-08 2.977150e-07 9.307512e-07 2.701181e-06 7.279689e-06
[22,] 9.257223e-08 2.962062e-07 8.797644e-07 2.426302e-06 6.215835e-06
[23,] 8.615222e-08 2.619008e-07 7.392371e-07 1.938084e-06 4.721662e-06
[24,] 7.123912e-08 2.058163e-07 5.522714e-07 1.376970e-06 3.191662e-06
[25,] 5.236158e-08 1.438299e-07 3.670835e-07 8.709272e-07 1.922093e-06
[26,] 3.434521e-08 8.983870e-08 2.185156e-07 4.945791e-07 1.042656e-06
[27,] 2.107991e-08 5.328366e-08 1.257763e-07 2.776913e-07 5.745773e-07
[28,] 1.845994e-08 4.923037e-08 1.237707e-07 2.931799e-07 6.538494e-07
[29,] 5.299404e-08 1.499219e-07 3.944232e-07 9.643185e-07 2.190244e-06
[30,] 2.533298e-07 6.921280e-07 1.751660e-06 4.107250e-06 8.925547e-06
[31,] 1.160399e-06 3.012094e-06 7.241155e-06 1.612753e-05 3.329397e-05
[32,] 4.740387e-06 1.167595e-05 2.664019e-05 5.633064e-05 1.104608e-04
[33,] 1.716962e-05 4.013148e-05 8.691896e-05 1.745480e-04 3.253005e-04
[34,] 5.511838e-05 1.222827e-04 2.514950e-04 4.799001e-04 8.506851e-04
[35,] 1.568479e-04 3.303925e-04 6.455623e-04 1.171366e-03 1.977063e-03
[36,] 3.957391e-04 7.918336e-04 1.470856e-03 2.540272e-03 4.088259e-03
[37,] 8.855797e-04 1.684172e-03 2.976726e-03 4.899771e-03 7.533425e-03
[38,] 1.758444e-03 3.181099e-03 5.356384e-03 8.417886e-03 1.239578e-02
[39,] 3.100118e-03 5.340742e-03 8.581235e-03 1.290623e-02 1.826233e-02
[40,] 4.856718e-03 7.979959e-03 1.226195e-02 1.770441e-02 2.417506e-02
[41,] 6.769034e-03 1.062952e-02 1.566615e-02 2.180348e-02 2.888489e-02
[42,] 8.406680e-03 1.265171e-02 1.795496e-02 2.421412e-02 3.132907e-02
[43,] 9.323859e-03 1.349844e-02 1.854093e-02 2.439033e-02 3.106497e-02
[44,] 9.263350e-03 1.296554e-02 1.735119e-02 2.244710e-02 2.840060e-02
[45,] 8.279086e-03 1.127738e-02 1.482755e-02 1.904671e-02 2.417179e-02
[46,] 6.695516e-03 8.952050e-03 1.168160e-02 1.505734e-02 1.934376e-02
[47,] 4.939091e-03 6.550928e-03 8.580994e-03 1.121208e-02 1.468113e-02
[48,] 3.358541e-03 4.473144e-03 5.947535e-03 7.937498e-03 1.062048e-02
[49,] 2.132598e-03 2.886943e-03 3.928884e-03 5.369830e-03 7.320910e-03
[50,] 1.282128e-03 1.780188e-03 2.486460e-03 3.468134e-03 4.781593e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.062673e-14 2.056449e-13 1.280199e-12 7.390436e-12 3.957373e-11
 [2,] 2.506531e-13 1.594063e-12 9.399321e-12 5.139660e-11 2.606917e-10
 [3,] 1.829363e-12 1.101901e-11 6.154042e-11 3.187432e-10 1.531401e-09
 [4,] 1.190854e-11 6.793855e-11 3.593912e-10 1.763185e-09 8.024379e-09
 [5,] 6.914994e-11 3.736638e-10 1.872332e-09 8.701278e-09 3.751321e-08
 [6,] 3.581867e-10 1.833407e-09 8.702447e-09 3.831277e-08 1.564833e-07
 [7,] 1.654962e-09 8.024875e-09 3.608648e-08 1.505201e-07 5.824955e-07
 [8,] 6.819834e-09 3.133126e-08 1.334946e-07 5.276201e-07 1.934896e-06
 [9,] 2.506036e-08 1.090962e-07 4.404977e-07 1.649994e-06 5.735045e-06
[10,] 8.209721e-08 3.387233e-07 1.296306e-06 4.602719e-06 1.516636e-05
[11,] 2.397085e-07 9.375192e-07 3.401446e-06 1.145086e-05 3.577889e-05
[12,] 6.236356e-07 2.312614e-06 7.956286e-06 2.540181e-05 7.528323e-05
[13,] 1.445269e-06 5.082774e-06 1.658613e-05 5.023462e-05 1.412597e-04
[14,] 2.982764e-06 9.950931e-06 3.080834e-05 8.854533e-05 2.363265e-04
[15,] 5.480678e-06 1.734973e-05 5.097893e-05 1.390831e-04 3.524654e-04
[16,] 8.963982e-06 2.693412e-05 7.513410e-05 1.946552e-04 4.685763e-04
[17,] 1.304798e-05 3.722430e-05 9.861672e-05 2.427143e-04 5.552304e-04
[18,] 1.690072e-05 4.579495e-05 1.152645e-04 2.696124e-04 5.863910e-04
[19,] 1.947838e-05 5.014783e-05 1.199666e-04 2.668100e-04 5.520041e-04
[20,] 1.997448e-05 4.887997e-05 1.111884e-04 2.352414e-04 4.632264e-04
[21,] 1.822582e-05 4.241132e-05 9.177808e-05 1.848189e-04 3.466196e-04
[22,] 1.479887e-05 3.276159e-05 6.748201e-05 1.294314e-04 2.313963e-04
[23,] 1.069492e-05 2.253684e-05 4.421631e-05 8.085250e-05 1.379943e-04
[24,] 6.881777e-06 1.381404e-05 2.584333e-05 4.513241e-05 7.377302e-05
[25,] 3.949144e-06 7.562768e-06 1.352431e-05 2.265695e-05 3.576996e-05
[26,] 2.050242e-06 3.768820e-06 6.502220e-06 1.060662e-05 1.658658e-05
[27,] 1.117261e-06 2.050282e-06 3.575811e-06 5.998856e-06 9.874538e-06
[28,] 1.372328e-06 2.711717e-06 5.055081e-06 8.934265e-06 1.511419e-05
[29,] 4.621831e-06 9.067042e-06 1.656115e-05 2.824285e-05 4.519452e-05
[30,] 1.798656e-05 3.364270e-05 5.849235e-05 9.474945e-05 1.435185e-04
[31,] 6.375770e-05 1.133888e-04 1.875998e-04 2.894986e-04 4.182904e-04
[32,] 2.010808e-04 3.403233e-04 5.367185e-04 7.913230e-04 1.095792e-03
[33,] 5.634028e-04 9.086511e-04 1.368669e-03 1.933488e-03 2.576434e-03
[34,] 1.403403e-03 2.160518e-03 3.115753e-03 4.231580e-03 5.450159e-03
[35,] 3.111630e-03 4.582766e-03 6.347143e-03 8.321338e-03 1.041200e-02
[36,] 6.151116e-03 8.691814e-03 1.160620e-02 1.476074e-02 1.804470e-02
[37,] 1.086495e-02 1.478420e-02 1.912348e-02 2.372716e-02 2.851152e-02
[38,] 1.719657e-02 2.263685e-02 2.852428e-02 3.474324e-02 4.128957e-02
[39,] 2.447792e-02 3.134474e-02 3.872344e-02 4.660830e-02 5.510350e-02
[40,] 3.147824e-02 3.946792e-02 4.813887e-02 5.763326e-02 6.814900e-02
[41,] 3.677869e-02 4.548417e-02 5.516975e-02 6.610956e-02 7.854663e-02
[42,] 3.930775e-02 4.832790e-02 5.870890e-02 7.079837e-02 8.482450e-02
[43,] 3.873438e-02 4.772301e-02 5.843219e-02 7.120891e-02 8.620681e-02
[44,] 3.550438e-02 4.415466e-02 5.475143e-02 6.757043e-02 8.263427e-02
[45,] 3.054602e-02 3.855457e-02 4.852348e-02 6.060191e-02 7.464533e-02
[46,] 2.486239e-02 3.192288e-02 4.073058e-02 5.128469e-02 6.328783e-02
[47,] 1.923879e-02 2.508621e-02 3.229808e-02 4.074730e-02 5.005725e-02
[48,] 1.415781e-02 1.864373e-02 2.405073e-02 3.018881e-02 3.670129e-02
[49,] 9.863117e-03 1.301252e-02 1.669084e-02 2.071566e-02 2.482245e-02
[50,] 6.452776e-03 8.458769e-03 1.071872e-02 1.310158e-02 1.545232e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.966184e-10 9.067462e-10 3.883209e-09 1.545181e-08 5.716626e-08
 [2,] 1.226892e-09 5.359560e-09 2.174137e-08 8.194244e-08 2.871242e-07
 [3,] 6.827040e-09 2.825034e-08 1.085542e-07 3.875450e-07 1.286213e-06
 [4,] 3.388697e-08 1.328344e-07 4.835299e-07 1.635252e-06 5.141010e-06
 [5,] 1.500754e-07 5.573208e-07 1.921968e-06 6.158020e-06 1.834160e-05
 [6,] 5.931134e-07 2.086881e-06 6.819011e-06 2.070211e-05 5.842810e-05
 [7,] 2.092002e-06 6.975080e-06 2.159870e-05 6.214465e-05 1.662345e-04
 [8,] 6.585649e-06 2.081100e-05 6.108259e-05 1.666025e-04 4.225053e-04
 [9,] 1.850278e-05 5.542897e-05 1.542476e-04 3.989307e-04 9.594641e-04
[10,] 4.639224e-05 1.317852e-04 3.478056e-04 8.532585e-04 1.946997e-03
[11,] 1.037946e-04 2.796742e-04 7.002648e-04 1.630212e-03 3.530859e-03
[12,] 2.071889e-04 5.297282e-04 1.258854e-03 2.782215e-03 5.722722e-03
[13,] 3.689428e-04 8.954159e-04 2.020467e-03 4.241496e-03 8.290022e-03
[14,] 5.859943e-04 1.350599e-03 2.895146e-03 5.776044e-03 1.073408e-02
[15,] 8.300809e-04 1.817718e-03 3.703562e-03 7.026430e-03 1.242408e-02
[16,] 1.048590e-03 2.182772e-03 4.229631e-03 7.635855e-03 1.285598e-02
[17,] 1.181231e-03 2.338706e-03 4.312652e-03 7.413967e-03 1.189523e-02
[18,] 1.186635e-03 2.235937e-03 3.926488e-03 6.432983e-03 9.845387e-03
[19,] 1.063150e-03 1.907797e-03 3.193021e-03 4.990546e-03 7.295531e-03
[20,] 8.496836e-04 1.453258e-03 2.320586e-03 3.465326e-03 4.850670e-03
[21,] 6.060268e-04 9.890647e-04 1.509488e-03 2.160119e-03 2.911291e-03
[22,] 3.861246e-04 6.025811e-04 8.822686e-04 1.218611e-03 1.603544e-03
[23,] 2.203285e-04 3.303616e-04 4.684035e-04 6.359892e-04 8.453460e-04
[24,] 1.134054e-04 1.653936e-04 2.325818e-04 3.241063e-04 4.649128e-04
[25,] 5.381950e-05 7.876760e-05 1.158973e-04 1.786091e-04 2.967846e-04
[26,] 2.548064e-05 3.989483e-05 6.624739e-05 1.189772e-04 2.275487e-04
[27,] 1.641131e-05 2.841332e-05 5.221410e-05 1.012431e-04 2.020585e-04
[28,] 2.486785e-05 4.071034e-05 6.803343e-05 1.182925e-04 2.146593e-04
[29,] 6.844581e-05 9.950951e-05 1.419675e-04 2.047426e-04 3.078220e-04
[30,] 2.044533e-04 2.764240e-04 3.597131e-04 4.599905e-04 5.941217e-04
[31,] 5.690468e-04 7.346752e-04 9.100040e-04 1.096919e-03 1.309278e-03
[32,] 1.434270e-03 1.789204e-03 2.148707e-03 2.511896e-03 2.889924e-03
[33,] 3.262659e-03 3.961852e-03 4.658064e-03 5.350593e-03 6.045874e-03
[34,] 6.714162e-03 7.986113e-03 9.253724e-03 1.051719e-02 1.176756e-02
[35,] 1.254990e-02 1.470629e-02 1.687941e-02 1.905943e-02 2.119735e-02
[36,] 2.140522e-02 2.484016e-02 2.835131e-02 3.188960e-02 3.533189e-02
[37,] 3.347390e-02 3.864096e-02 4.398876e-02 4.938863e-02 5.461476e-02
[38,] 4.822608e-02 5.558336e-02 6.326942e-02 7.104300e-02 7.855859e-02
[39,] 6.431868e-02 7.424635e-02 8.469135e-02 9.527903e-02 1.055157e-01
[40,] 7.979948e-02 9.250050e-02 1.059291e-01 1.195432e-01 1.326294e-01
[41,] 9.255128e-02 1.079303e-01 1.241943e-01 1.405632e-01 1.560081e-01
[42,] 1.007695e-01 1.182868e-01 1.366561e-01 1.547861e-01 1.713099e-01
[43,] 1.032685e-01 1.218377e-01 1.409182e-01 1.591285e-01 1.749097e-01
[44,] 9.959905e-02 1.176791e-01 1.356578e-01 1.520419e-01 1.653733e-01
[45,] 9.012342e-02 1.060957e-01 1.213077e-01 1.344301e-01 1.443864e-01
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[40,] 0.0692391578 0.0514187072 0.0364410828 2.465174e-02 1.592652e-02
[41,] 0.0591220903 0.0426492857 0.0292890755 1.912045e-02 1.185027e-02
[42,] 0.0481399579 0.0337749488 0.0224991133 1.419434e-02 8.461096e-03
[43,] 0.0368183686 0.0250867853 0.0161832400 9.853425e-03 5.646883e-03
[44,] 0.0260706617 0.0172020731 0.0107149792 6.280334e-03 3.454148e-03
[45,] 0.0168913637 0.0107583132 0.0064507459 3.630008e-03 1.912055e-03
[46,] 0.0099266848 0.0060845428 0.0035023001 1.887689e-03 9.504698e-04
[47,] 0.0052585041 0.0030938972 0.0017056730 8.788424e-04 4.223338e-04
[48,] 0.0024999635 0.0014088536 0.0007425355 3.651750e-04 1.672795e-04
[49,] 0.0010633404 0.0005729716 0.0002882732 1.351538e-04 5.895777e-05
[50,] 0.0004037507 0.0002077231 0.0000996467 4.449477e-05 1.846958e-05
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 1.161103e-02 9.594893e-03 7.387092e-03 5.302046e-03 3.555748e-03
 [2,] 1.665521e-02 1.303525e-02 9.529077e-03 6.526506e-03 4.219139e-03
 [3,] 2.152927e-02 1.601366e-02 1.119617e-02 7.428970e-03 4.771921e-03
 [4,] 2.530025e-02 1.804966e-02 1.229778e-02 8.197269e-03 5.566768e-03
 [5,] 2.748650e-02 1.923462e-02 1.331611e-02 9.531065e-03 7.388620e-03
 [6,] 2.853349e-02 2.051534e-02 1.545330e-02 1.270708e-02 1.147130e-02
 [7,] 3.001133e-02 2.371991e-02 2.056250e-02 1.945609e-02 1.933021e-02
 [8,] 3.443103e-02 3.127158e-02 3.080399e-02 3.156778e-02 3.231494e-02
 [9,] 4.468410e-02 4.557158e-02 4.797480e-02 5.017105e-02 5.087150e-02
[10,] 6.314521e-02 6.806583e-02 7.255431e-02 7.481436e-02 7.374988e-02
[11,] 9.054623e-02 9.817203e-02 1.027686e-01 1.027860e-01 9.768442e-02
[12,] 1.249511e-01 1.325513e-01 1.342900e-01 1.293286e-01 1.181098e-01
[13,] 1.614622e-01 1.654308e-01 1.612115e-01 1.491625e-01 1.309918e-01
[14,] 1.933339e-01 1.904296e-01 1.783587e-01 1.589208e-01 1.349883e-01
[15,] 2.145701e-01 2.034217e-01 1.839496e-01 1.591667e-01 1.325511e-01
[16,] 2.229120e-01 2.048689e-01 1.808675e-01 1.544531e-01 1.289040e-01
[17,] 2.212260e-01 1.997868e-01 1.752568e-01 1.509012e-01 1.291357e-01
[18,] 2.158230e-01 1.947897e-01 1.728718e-01 1.525195e-01 1.350578e-01
[19,] 2.123246e-01 1.938415e-01 1.754166e-01 1.586190e-01 1.438911e-01
[20,] 2.118202e-01 1.956371e-01 1.794262e-01 1.641460e-01 1.497643e-01
[21,] 2.101925e-01 1.945734e-01 1.785561e-01 1.628059e-01 1.471643e-01
[22,] 2.011849e-01 1.846531e-01 1.677260e-01 1.509420e-01 1.341814e-01
[23,] 1.809245e-01 1.635451e-01 1.463381e-01 1.297194e-01 1.136011e-01
[24,] 1.506831e-01 1.341359e-01 1.186549e-01 1.044591e-01 9.138423e-02
[25,] 1.162792e-01 1.029394e-01 9.148826e-02 8.186720e-02 7.369212e-02
[26,] 8.504621e-02 7.683484e-02 7.094989e-02 6.699206e-02 6.424208e-02
[27,] 6.261031e-02 6.024695e-02 6.012167e-02 6.146602e-02 6.319453e-02
[28,] 5.116689e-02 5.400008e-02 5.847397e-02 6.348680e-02 6.767446e-02
[29,] 4.952120e-02 5.578345e-02 6.272632e-02 6.904022e-02 7.327884e-02
[30,] 5.417688e-02 6.146777e-02 6.837466e-02 7.358264e-02 7.580881e-02
[31,] 6.070260e-02 6.659509e-02 7.126047e-02 7.359423e-02 7.267734e-02
[32,] 6.502499e-02 6.770474e-02 6.882264e-02 6.762264e-02 6.361793e-02
[33,] 6.452241e-02 6.327227e-02 6.074302e-02 5.652479e-02 5.047330e-02
[34,] 5.867260e-02 5.396734e-02 4.874366e-02 4.280838e-02 3.617062e-02
[35,] 4.892575e-02 4.205790e-02 3.559478e-02 2.938598e-02 2.341064e-02
[36,] 3.778095e-02 3.022248e-02 2.383905e-02 1.839675e-02 1.374632e-02
[37,] 2.755281e-02 2.041547e-02 1.490443e-02 1.066401e-02 7.412943e-03
[38,] 1.951669e-02 1.335689e-02 8.962918e-03 5.885920e-03 3.762200e-03
[39,] 1.379793e-02 8.741552e-03 5.377641e-03 3.215748e-03 1.866856e-03
[40,] 9.836242e-03 5.815743e-03 3.298066e-03 1.797400e-03 9.428075e-04
[41,] 6.966147e-03 3.882704e-03 2.052628e-03 1.030419e-03 4.920695e-04
[42,] 4.756038e-03 2.517387e-03 1.253751e-03 5.875361e-04 2.592880e-04
[43,] 3.038888e-03 1.532885e-03 7.238376e-04 3.197560e-04 1.321380e-04
[44,] 1.778511e-03 8.557120e-04 3.841979e-04 1.608190e-04 6.272893e-05
[45,] 9.407234e-04 4.315767e-04 1.843852e-04 7.329216e-05 2.708841e-05
[46,] 4.462308e-04 1.950526e-04 7.929003e-05 2.994938e-05 1.050490e-05
[47,] 1.889838e-04 7.864423e-05 3.040590e-05 1.091375e-05 3.634746e-06
[48,] 7.127540e-05 2.821798e-05 1.037152e-05 3.536834e-06 1.118495e-06
[49,] 2.390185e-05 8.997206e-06 3.142444e-06 1.017843e-06 3.056122e-07
[50,] 7.119925e-06 2.547036e-06 8.450520e-07 2.599128e-07 7.408317e-08
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 2.240627e-03 1.343240e-03 7.856253e-04 4.683219e-04 3.007475e-04
 [2,] 2.615682e-03 1.603398e-03 1.019822e-03 7.080923e-04 5.461010e-04
 [3,] 3.075708e-03 2.092042e-03 1.566188e-03 1.291208e-03 1.125888e-03
 [4,] 4.048130e-03 3.249907e-03 2.839779e-03 2.582564e-03 2.340169e-03
 [5,] 6.315096e-03 5.800321e-03 5.468560e-03 5.091696e-03 4.570417e-03
 [6,] 1.099282e-02 1.069173e-02 1.020082e-02 9.354721e-03 8.152822e-03
 [7,] 1.931863e-02 1.884439e-02 1.763131e-02 1.567024e-02 1.315416e-02
 [8,] 3.216574e-02 3.066465e-02 2.776517e-02 2.375753e-02 1.914671e-02
 [9,] 4.935026e-02 4.547095e-02 3.961998e-02 3.255196e-02 2.517128e-02
[10,] 6.906167e-02 6.120608e-02 5.121527e-02 4.040646e-02 3.005096e-02
[11,] 8.794201e-02 7.486269e-02 6.021562e-02 4.579297e-02 3.301459e-02
[12,] 1.021710e-01 8.372251e-02 6.509739e-02 4.822864e-02 3.431001e-02
[13,] 1.092917e-01 8.689205e-02 6.621879e-02 4.884618e-02 3.535725e-02
[14,] 1.097879e-01 8.615790e-02 6.600191e-02 5.008312e-02 3.817303e-02
[15,] 1.072326e-01 8.536300e-02 6.784204e-02 5.444265e-02 4.423056e-02
[16,] 1.065377e-01 8.836445e-02 7.416390e-02 6.291004e-02 5.334970e-02
[17,] 1.110990e-01 9.664395e-02 8.471905e-02 7.397390e-02 6.334389e-02
[18,] 1.205489e-01 1.080646e-01 9.625693e-02 8.399550e-02 7.081832e-02
[19,] 1.306432e-01 1.177089e-01 1.039747e-01 8.891697e-02 7.282670e-02
[20,] 1.355203e-01 1.204661e-01 1.040411e-01 8.641559e-02 6.846829e-02
[21,] 1.310267e-01 1.138795e-01 9.572880e-02 7.722217e-02 5.944300e-02
[22,] 1.170937e-01 9.954623e-02 8.186693e-02 6.479469e-02 4.921619e-02
[23,] 9.778850e-02 8.228693e-02 6.739291e-02 5.358544e-02 4.133127e-02
[24,] 7.918387e-02 6.771076e-02 5.695166e-02 4.697423e-02 3.786454e-02
[25,] 6.645766e-02 5.966941e-02 5.292451e-02 4.597277e-02 3.876456e-02
[26,] 6.182601e-02 5.888700e-02 5.476567e-02 4.915717e-02 4.218816e-02
[27,] 6.410518e-02 6.313965e-02 5.964974e-02 5.357751e-02 4.546730e-02
[28,] 6.968847e-02 6.853482e-02 6.386206e-02 5.607656e-02 4.622212e-02
[29,] 7.420710e-02 7.116234e-02 6.428264e-02 5.449036e-02 4.322225e-02
[30,] 7.417307e-02 6.850844e-02 5.946542e-02 4.834475e-02 3.671983e-02
[31,] 6.810933e-02 6.021026e-02 4.998153e-02 3.882713e-02 2.815380e-02
[32,] 5.684092e-02 4.791984e-02 3.793047e-02 2.808530e-02 1.940064e-02
[33,] 4.286463e-02 3.437423e-02 2.588754e-02 1.823606e-02 1.198122e-02
[34,] 2.912072e-02 2.216347e-02 1.585079e-02 1.060568e-02 6.618332e-03
[35,] 1.781293e-02 1.283419e-02 8.698360e-03 5.518796e-03 3.266682e-03
[36,] 9.840895e-03 6.687705e-03 4.282994e-03 2.570988e-03 1.441002e-03
[37,] 4.956559e-03 3.157744e-03 1.901690e-03 1.076001e-03 5.694432e-04
[38,] 2.322431e-03 1.372744e-03 7.707067e-04 4.082258e-04 2.029168e-04
[39,] 1.048258e-03 5.661321e-04 2.921530e-04 1.431192e-04 6.616453e-05
[40,] 4.762013e-04 2.313491e-04 1.078075e-04 4.798857e-05 2.030520e-05
[41,] 2.240176e-04 9.742109e-05 4.052202e-05 1.612170e-05 6.126099e-06
[42,] 1.079357e-04 4.248019e-05 1.584984e-05 5.621472e-06 1.899275e-06
[43,] 5.111464e-05 1.853324e-05 6.311359e-06 2.023964e-06 6.130759e-07
[44,] 2.280020e-05 7.725939e-06 2.443050e-06 7.220279e-07 1.998681e-07
[45,] 9.306100e-06 2.971713e-06 8.823416e-07 2.437539e-07 6.272252e-08
[46,] 3.420235e-06 1.033456e-06 2.897982e-07 7.543209e-08 1.823330e-08
[47,] 1.122756e-06 3.215851e-07 8.539764e-08 2.102482e-08 4.799652e-09
[48,] 3.279030e-07 8.909188e-08 2.243042e-08 5.232452e-09 1.130934e-09
[49,] 8.503612e-08 2.192197e-08 5.235110e-09 1.157963e-09 2.372246e-10
[50,] 1.956347e-08 4.785430e-09 1.084123e-09 2.274431e-10 4.418463e-11
             [,47]        [,48]        [,49]        [,50]
 [1,] 2.152736e-04 1.687568e-04 1.376105e-04 1.112700e-04
 [2,] 4.533239e-04 3.847678e-04 3.205086e-04 2.557012e-04
 [3,] 9.894925e-04 8.467883e-04 6.917821e-04 5.337522e-04
 [4,] 2.052908e-03 1.715387e-03 1.353104e-03 1.002316e-03
 [5,] 3.902116e-03 3.144731e-03 2.381147e-03 1.688831e-03
 [6,] 6.708222e-03 5.189395e-03 3.763691e-03 2.554478e-03
 [7,] 1.039008e-02 7.702447e-03 5.350509e-03 3.480768e-03
 [8,] 1.450090e-02 1.030733e-02 6.875641e-03 4.311227e-03
 [9,] 1.830365e-02 1.252369e-02 8.084625e-03 4.952469e-03
[10,] 2.109972e-02 1.404353e-02 8.929089e-03 5.489812e-03
[11,] 2.269540e-02 1.502377e-02 9.713621e-03 6.235279e-03
[12,] 2.371996e-02 1.618328e-02 1.106064e-02 7.635635e-03
[13,] 2.550385e-02 1.854928e-02 1.363381e-02 1.003585e-02
[14,] 2.943946e-02 2.289003e-02 1.770723e-02 1.339467e-02
[15,] 3.608227e-02 2.910094e-02 2.281098e-02 1.712762e-02
[16,] 4.450546e-02 3.593678e-02 2.772058e-02 2.023487e-02
[17,] 5.240018e-02 4.137316e-02 3.090921e-02 2.172186e-02
[18,] 5.703956e-02 4.352432e-02 3.128567e-02 2.110733e-02
[19,] 5.666034e-02 4.163676e-02 2.879554e-02 1.870676e-02
[20,] 5.145222e-02 3.654442e-02 2.449515e-02 1.549766e-02
[21,] 4.352306e-02 3.028141e-02 2.004016e-02 1.264761e-02
[22,] 3.585934e-02 2.509538e-02 1.690803e-02 1.099292e-02
[23,] 3.092874e-02 2.245379e-02 1.579718e-02 1.074134e-02
[24,] 2.969881e-02 2.254438e-02 1.646205e-02 1.149136e-02
[25,] 3.146304e-02 2.439715e-02 1.795964e-02 1.248647e-02
[26,] 3.437004e-02 2.643506e-02 1.911638e-02 1.295709e-02
[27,] 3.629193e-02 2.715798e-02 1.900663e-02 1.241722e-02
[28,] 3.566394e-02 2.570434e-02 1.727731e-02 1.081635e-02
[29,] 3.201366e-02 2.210513e-02 1.421093e-02 8.497251e-03
[30,] 2.600663e-02 1.714982e-02 1.051794e-02 5.993893e-03
[31,] 1.901892e-02 1.195257e-02 6.980656e-03 3.785602e-03
[32,] 1.247804e-02 7.461895e-03 4.144483e-03 2.136366e-03
[33,] 7.326706e-03 4.164097e-03 2.197285e-03 1.075678e-03
[34,] 3.843565e-03 2.074129e-03 1.038946e-03 4.827076e-04
[35,] 1.799682e-03 9.213035e-04 4.377644e-04 1.929185e-04
[36,] 7.521067e-04 3.648774e-04 1.643318e-04 6.864843e-05
[37,] 2.809774e-04 1.289776e-04 5.499406e-05 2.175808e-05
[38,] 9.427995e-05 4.082782e-05 1.644528e-05 6.152491e-06
[39,] 2.872565e-05 1.166704e-05 4.420084e-06 1.558630e-06
[40,] 8.126025e-06 3.061509e-06 1.081558e-06 3.571205e-07
[41,] 2.217145e-06 7.614073e-07 2.470903e-07 7.546571e-08
[42,] 6.119218e-07 1.879403e-07 5.492669e-08 1.523048e-08
[43,] 1.759604e-07 4.798359e-08 1.245499e-08 3.078883e-09
[44,] 5.196032e-08 1.272631e-08 2.946328e-09 6.467878e-10
[45,] 1.505667e-08 3.378858e-09 7.106895e-10 1.405391e-10
[46,] 4.095790e-09 8.559244e-10 1.666466e-10 3.028741e-11
[47,] 1.016249e-09 1.996667e-10 3.642750e-11 6.177306e-12
[48,] 2.264989e-10 4.204045e-11 7.233832e-12 1.154417e-12
[49,] 4.501079e-11 7.910144e-12 1.287683e-12 1.942093e-13
[50,] 7.947968e-12 1.323803e-12 2.041661e-13 2.915847e-14

> 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  
   1210.183       -6.057  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/106lx1257276149.ps tmp/106lx1257276149.png")
> system("convert tmp/2gbij1257276149.ps tmp/2gbij1257276149.png")
> system("convert tmp/3i3sz1257276149.ps tmp/3i3sz1257276149.png")
> system("convert tmp/4g3hy1257276149.ps tmp/4g3hy1257276149.png")
> system("convert tmp/5tiaa1257276149.ps tmp/5tiaa1257276149.png")
> system("convert tmp/6n5q91257276149.ps tmp/6n5q91257276149.png")
> system("convert tmp/7n94r1257276149.ps tmp/7n94r1257276149.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.002   1.318   3.452