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

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Type 'demo()' for some demos, 'help()' for on-line help, or
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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 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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/1iomj1257101832.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/2ask41257101832.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/34kkg1257101832.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/42kdw1257101832.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/5cxpn1257101832.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  
       2386        -1472  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6y4iy1257101832.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]  890.5053  908.2377  925.9702  943.7026  961.4350  979.1675  996.8999
 [8] 1014.6324 1032.3648 1050.0972 1067.8297 1085.5621 1103.2945 1121.0270
[15] 1138.7594 1156.4919 1174.2243 1191.9567 1209.6892 1227.4216 1245.1540
[22] 1262.8865 1280.6189 1298.3513 1316.0838 1333.8162 1351.5487 1369.2811
[29] 1387.0135 1404.7460 1422.4784 1440.2108 1457.9433 1475.6757 1493.4081
[36] 1511.1406 1528.8730 1546.6055 1564.3379 1582.0703 1599.8028 1617.5352
[43] 1635.2676 1653.0001 1670.7325 1688.4650 1706.1974 1723.9298 1741.6623
[50] 1759.3947

$yords
 [1]  98.97778  99.29338  99.60898  99.92458 100.24018 100.55578 100.87138
 [8] 101.18698 101.50258 101.81819 102.13379 102.44939 102.76499 103.08059
[15] 103.39619 103.71179 104.02739 104.34299 104.65859 104.97419 105.28980
[22] 105.60540 105.92100 106.23660 106.55220 106.86780 107.18340 107.49900
[29] 107.81460 108.13020 108.44581 108.76141 109.07701 109.39261 109.70821
[36] 110.02381 110.33941 110.65501 110.97061 111.28621 111.60181 111.91742
[43] 112.23302 112.54862 112.86422 113.17982 113.49542 113.81102 114.12662
[50] 114.44222

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.596708e-03 1.906308e-03 2.098854e-03 2.218444e-03 2.352117e-03
 [2,] 2.332988e-03 2.912922e-03 3.293750e-03 3.479822e-03 3.592206e-03
 [3,] 3.138425e-03 4.126317e-03 4.854494e-03 5.223871e-03 5.338550e-03
 [4,] 3.883928e-03 5.396560e-03 6.661757e-03 7.412385e-03 7.645184e-03
 [5,] 4.428704e-03 6.508740e-03 8.469156e-03 9.844181e-03 1.042139e-02
 [6,] 4.673175e-03 7.252121e-03 9.959258e-03 1.216282e-02 1.337754e-02
 [7,] 4.599278e-03 7.502597e-03 1.085403e-02 1.395232e-02 1.605808e-02
 [8,] 4.273572e-03 7.272452e-03 1.102724e-02 1.489167e-02 1.797997e-02
 [9,] 3.810628e-03 6.696067e-03 1.055317e-02 1.488836e-02 1.882307e-02
[10,] 3.319255e-03 5.959488e-03 9.659526e-03 1.410965e-02 1.856749e-02
[11,] 2.863190e-03 5.216970e-03 8.612430e-03 1.288852e-02 1.749010e-02
[12,] 2.454679e-03 4.541882e-03 7.602937e-03 1.156066e-02 1.601710e-02
[13,] 2.075863e-03 3.931324e-03 6.696549e-03 1.032904e-02 1.452048e-02
[14,] 1.707558e-03 3.347656e-03 5.859421e-03 9.225214e-03 1.317659e-02
[15,] 1.346755e-03 2.762694e-03 5.026625e-03 8.167382e-03 1.195370e-02
[16,] 1.007111e-03 2.179223e-03 4.162612e-03 7.058866e-03 1.070867e-02
[17,] 7.087325e-04 1.626189e-03 3.283741e-03 5.862725e-03 9.314941e-03
[18,] 4.671091e-04 1.140057e-03 2.444115e-03 4.620720e-03 7.746255e-03
[19,] 2.873673e-04 7.473454e-04 1.705187e-03 3.425154e-03 6.086237e-03
[20,] 1.645626e-04 4.564608e-04 1.109893e-03 2.373033e-03 4.480886e-03
[21,] 8.748196e-05 2.589486e-04 6.714723e-04 1.529627e-03 3.073387e-03
[22,] 4.305078e-05 1.360350e-04 3.763469e-04 9.139368e-04 1.955383e-03
[23,] 1.955637e-05 6.598593e-05 1.948262e-04 5.045514e-04 1.150011e-03
[24,] 8.178154e-06 2.947257e-05 9.289485e-05 2.566357e-04 6.233868e-04
[25,] 3.140494e-06 1.209097e-05 4.069377e-05 1.199655e-04 3.106738e-04
[26,] 1.105015e-06 4.545987e-06 1.634190e-05 5.142492e-05 1.420386e-04
[27,] 3.556052e-07 1.563563e-06 6.004945e-06 2.017748e-05 5.946686e-05
[28,] 1.045069e-07 4.912057e-07 2.015975e-06 7.235618e-06 2.276480e-05
[29,] 2.801425e-08 1.407817e-07 6.175905e-07 2.368490e-06 7.959005e-06
[30,] 6.843261e-09 3.677486e-08 1.724804e-07 7.070387e-07 2.539023e-06
[31,] 1.522243e-09 8.749042e-09 4.388186e-08 1.923451e-07 7.385931e-07
[32,] 3.081793e-10 1.894676e-09 1.016485e-08 4.766123e-08 1.958372e-07
[33,] 5.676040e-11 3.733367e-10 2.143002e-09 1.075369e-08 4.732152e-08
[34,] 9.507805e-12 6.691660e-11 4.110971e-10 2.208982e-09 1.042121e-08
[35,] 1.448164e-12 1.090828e-11 7.174896e-11 4.131231e-10 2.092224e-09
[36,] 2.005396e-13 1.617071e-12 1.139303e-11 7.035737e-11 3.831697e-10
[37,] 2.524631e-14 2.179975e-13 1.646169e-12 1.091605e-11 6.407446e-11
[38,] 2.889406e-15 2.672778e-14 2.164949e-13 1.543985e-12 9.797112e-12
[39,] 3.006460e-16 2.980894e-15 2.592768e-14 1.992885e-13 1.372381e-12
[40,] 2.844461e-17 3.025164e-16 2.829686e-15 2.350792e-14 1.765851e-13
[41,] 2.447587e-18 2.795028e-17 2.817232e-16 2.539270e-15 2.094171e-14
[42,] 1.916108e-19 2.352763e-18 2.562478e-17 2.518555e-16 2.298828e-15
[43,] 1.365429e-20 1.806291e-19 2.133796e-18 2.302064e-17 2.347851e-16
[44,] 8.863634e-22 1.266711e-20 1.631365e-19 1.948252e-18 2.244084e-17
[45,] 5.247157e-23 8.131936e-22 1.149636e-20 1.535570e-19 2.019629e-18
[46,] 2.837262e-24 4.793795e-23 7.506751e-22 1.134924e-20 1.721333e-19
[47,] 1.404591e-25 2.606246e-24 4.572316e-23 7.924067e-22 1.395724e-20
[48,] 6.387721e-27 1.314543e-25 2.618866e-24 5.263332e-23 1.079465e-21
[49,] 2.681701e-28 6.199237e-27 1.423007e-25 3.343872e-24 7.965061e-23
[50,] 1.046424e-29 2.759428e-28 7.395672e-27 2.037187e-25 5.595148e-24
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.551861e-03 2.776266e-03 2.906880e-03 2.829634e-03 2.514467e-03
 [2,] 3.772843e-03 4.059076e-03 4.336204e-03 4.412765e-03 4.156348e-03
 [3,] 5.435558e-03 5.697579e-03 6.097059e-03 6.404143e-03 6.351104e-03
 [4,] 7.641310e-03 7.765485e-03 8.184699e-03 8.733075e-03 9.030594e-03
 [5,] 1.041309e-02 1.033052e-02 1.061732e-02 1.131934e-02 1.205056e-02
 [6,] 1.360456e-02 1.337763e-02 1.341474e-02 1.410833e-02 1.524339e-02
 [7,] 1.685421e-02 1.671830e-02 1.652557e-02 1.706175e-02 1.846803e-02
 [8,] 1.964668e-02 1.995743e-02 1.974300e-02 2.009412e-02 2.161382e-02
 [9,] 2.148623e-02 2.257815e-02 2.268470e-02 2.299973e-02 2.455143e-02
[10,] 2.210477e-02 2.413368e-02 2.489081e-02 2.544477e-02 2.707723e-02
[11,] 2.158205e-02 2.444989e-02 2.601445e-02 2.706840e-02 2.892006e-02
[12,] 2.029641e-02 2.371130e-02 2.599818e-02 2.765515e-02 2.983982e-02
[13,] 1.872899e-02 2.236495e-02 2.511653e-02 2.727117e-02 2.977035e-02
[14,] 1.723752e-02 2.089194e-02 2.384069e-02 2.626023e-02 2.890566e-02
[15,] 1.592821e-02 1.958100e-02 2.259714e-02 2.507970e-02 2.764806e-02
[16,] 1.468123e-02 1.843129e-02 2.156194e-02 2.406373e-02 2.642293e-02
[17,] 1.328795e-02 1.722275e-02 2.060735e-02 2.325410e-02 2.545926e-02
[18,] 1.160323e-02 1.569067e-02 1.941891e-02 2.239867e-02 2.466819e-02
[19,] 9.631082e-03 1.369424e-02 1.770099e-02 2.111393e-02 2.369811e-02
[20,] 7.517271e-03 1.129380e-02 1.534977e-02 1.911117e-02 2.213687e-02
[21,] 5.476516e-03 8.717475e-03 1.250918e-02 1.635853e-02 1.974396e-02
[22,] 3.704617e-03 6.257147e-03 9.501599e-03 1.310106e-02 1.658343e-02
[23,] 2.317915e-03 4.157658e-03 6.690207e-03 9.748969e-03 1.299668e-02
[24,] 1.337336e-03 2.549090e-03 4.350726e-03 6.711056e-03 9.450224e-03
[25,] 7.097088e-04 1.438435e-03 2.606411e-03 4.261874e-03 6.354717e-03
[26,] 3.457046e-04 7.455789e-04 1.435724e-03 2.492552e-03 3.945515e-03
[27,] 1.542978e-04 3.544060e-04 7.262028e-04 1.341229e-03 2.260922e-03
[28,] 6.301329e-05 1.543031e-04 3.369819e-04 6.637797e-04 1.196378e-03
[29,] 2.352056e-05 6.147901e-05 1.433849e-04 3.022081e-04 5.853800e-04
[30,] 8.017922e-06 2.240382e-05 5.594078e-05 1.266802e-04 2.654017e-04
[31,] 2.494929e-06 7.465934e-06 2.002051e-05 4.896295e-05 1.118028e-04
[32,] 7.085150e-07 2.275679e-06 6.579221e-06 1.748638e-05 4.389875e-05
[33,] 1.836469e-07 6.348862e-07 1.988478e-06 5.786086e-06 1.611728e-05
[34,] 4.346704e-08 1.623123e-07 5.539686e-07 1.779487e-06 5.548479e-06
[35,] 9.402631e-09 3.809258e-08 1.426622e-07 5.103539e-07 1.794332e-06
[36,] 1.861339e-09 8.226207e-09 3.407672e-08 1.369152e-07 5.454379e-07
[37,] 3.378325e-10 1.639647e-09 7.577485e-09 3.444147e-08 1.557480e-07
[38,] 5.635960e-11 3.027447e-10 1.574282e-09 8.135347e-09 4.171011e-08
[39,] 8.670043e-12 5.199427e-11 3.065517e-10 1.805006e-09 1.045485e-08
[40,] 1.234740e-12 8.341382e-12 5.608061e-11 3.759643e-10 2.448004e-09
[41,] 1.635372e-13 1.255083e-12 9.651605e-12 7.343710e-11 5.346875e-10
[42,] 2.024463e-14 1.777172e-13 1.563312e-12 1.343656e-11 1.088567e-10
[43,] 2.354118e-15 2.373904e-14 2.382496e-13 2.300759e-12 2.065508e-11
[44,] 2.583064e-16 2.995388e-15 3.414089e-14 3.684870e-13 3.653747e-12
[45,] 2.683857e-17 3.571362e-16 4.596463e-15 5.518291e-14 6.027439e-13
[46,] 2.646191e-18 4.021284e-17 5.808784e-16 7.724489e-15 9.272687e-14
[47,] 2.477167e-19 4.270743e-18 6.882998e-17 1.010008e-15 1.329474e-14
[48,] 2.199515e-20 4.270148e-19 7.635749e-18 1.232043e-16 1.773969e-15
[49,] 1.848104e-21 4.009852e-20 7.914618e-19 1.399393e-17 2.198302e-16
[50,] 1.464509e-22 3.525907e-21 7.645344e-20 1.476317e-18 2.523288e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.032330e-03 1.506519e-03 1.044546e-03 6.978567e-04 4.633631e-04
 [2,] 3.580917e-03 2.828508e-03 2.077697e-03 1.454821e-03 9.998750e-04
 [3,] 5.816807e-03 4.894177e-03 3.814146e-03 2.807017e-03 2.002699e-03
 [4,] 8.751507e-03 7.831315e-03 6.478559e-03 5.022383e-03 3.730629e-03
 [5,] 1.226978e-02 1.164088e-02 1.021638e-02 8.354226e-03 6.477702e-03
 [6,] 1.615186e-02 1.616531e-02 1.502129e-02 1.296062e-02 1.051147e-02
 [7,] 2.013516e-02 2.111025e-02 2.069677e-02 1.882477e-02 1.598826e-02
 [8,] 2.397474e-02 2.610799e-02 2.687118e-02 2.570799e-02 2.286904e-02
 [9,] 2.746098e-02 3.078360e-02 3.305597e-02 3.315360e-02 3.086403e-02
[10,] 3.039234e-02 3.478999e-02 3.871623e-02 4.053700e-02 3.942481e-02
[11,] 3.254840e-02 3.781472e-02 4.333095e-02 4.714401e-02 4.778820e-02
[12,] 3.371809e-02 3.959613e-02 4.644848e-02 5.226669e-02 5.506909e-02
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[36,] 1.669873e-02 1.221774e-02 7.991463e-03 4.636510e-03 2.372883e-03
[37,] 1.640038e-02 1.250717e-02 8.608423e-03 5.291486e-03 2.882440e-03
[38,] 1.552650e-02 1.219193e-02 8.748720e-03 5.659837e-03 3.266511e-03
[39,] 1.435133e-02 1.142036e-02 8.435597e-03 5.689760e-03 3.456268e-03
[40,] 1.318846e-02 1.043254e-02 7.796633e-03 5.409708e-03 3.425685e-03
[41,] 1.230846e-02 9.492122e-03 7.025480e-03 4.921512e-03 3.203062e-03
[42,] 1.186131e-02 8.810810e-03 6.322799e-03 4.367693e-03 2.862589e-03
[43,] 1.182234e-02 8.484423e-03 5.835479e-03 3.885674e-03 2.499204e-03
[44,] 1.198788e-02 8.459601e-03 5.611973e-03 3.565070e-03 2.197123e-03
[45,] 1.203963e-02 8.549106e-03 5.588372e-03 3.421687e-03 2.003797e-03
[46,] 1.166662e-02 8.501115e-03 5.614049e-03 3.396867e-03 1.917855e-03
[47,] 1.069417e-02 8.101282e-03 5.512571e-03 3.383939e-03 1.894634e-03
[48,] 9.154487e-03 7.261806e-03 5.155099e-03 3.273461e-03 1.867369e-03
[49,] 7.262888e-03 6.052394e-03 4.512203e-03 2.998700e-03 1.776026e-03
[50,] 5.318390e-03 4.659661e-03 3.658756e-03 2.560220e-03 1.591501e-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/html/rcomp/tmp/7ao8e1257101832.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] 0.5990988 0.6049025 0.6107062 0.6165099 0.6223136 0.6281173 0.6339210
 [8] 0.6397247 0.6455284 0.6513321 0.6571358 0.6629395 0.6687432 0.6745469
[15] 0.6803506 0.6861543 0.6919580 0.6977617 0.7035654 0.7093691 0.7151728
[22] 0.7209765 0.7267802 0.7325839 0.7383876 0.7441914 0.7499951 0.7557988
[29] 0.7616025 0.7674062 0.7732099 0.7790136 0.7848173 0.7906210 0.7964247
[36] 0.8022284 0.8080321 0.8138358 0.8196395 0.8254432 0.8312469 0.8370506
[43] 0.8428543 0.8486580 0.8544617 0.8602654 0.8660691 0.8718728 0.8776765
[50] 0.8834802

$yords
 [1]  98.97778  99.29338  99.60898  99.92458 100.24018 100.55578 100.87138
 [8] 101.18698 101.50258 101.81819 102.13379 102.44939 102.76499 103.08059
[15] 103.39619 103.71179 104.02739 104.34299 104.65859 104.97419 105.28980
[22] 105.60540 105.92100 106.23660 106.55220 106.86780 107.18340 107.49900
[29] 107.81460 108.13020 108.44581 108.76141 109.07701 109.39261 109.70821
[36] 110.02381 110.33941 110.65501 110.97061 111.28621 111.60181 111.91742
[43] 112.23302 112.54862 112.86422 113.17982 113.49542 113.81102 114.12662
[50] 114.44222

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.935616e-25 2.766130e-23 9.188649e-22 2.542266e-20 5.858429e-19
 [2,] 2.847208e-23 1.020121e-21 3.044220e-20 7.566421e-19 1.566376e-17
 [3,] 1.031849e-21 3.321193e-20 8.903557e-19 1.988032e-17 3.697213e-16
 [4,] 3.301235e-20 9.545522e-19 2.298871e-17 4.611264e-16 7.704010e-15
 [5,] 9.323953e-19 2.421970e-17 5.239975e-16 9.442362e-15 1.417176e-13
 [6,] 2.324809e-17 5.425025e-16 1.054407e-14 1.706892e-13 2.301422e-12
 [7,] 5.117272e-16 1.072752e-14 1.873063e-13 2.723940e-12 3.299405e-11
 [8,] 9.943850e-15 1.872674e-13 2.937399e-12 3.837572e-11 4.175844e-10
 [9,] 1.705833e-13 2.885972e-12 4.066696e-11 4.772936e-10 4.665795e-09
[10,] 2.583366e-12 3.926368e-11 4.970405e-10 5.240695e-09 4.602406e-08
[11,] 3.453865e-11 4.715876e-10 5.363120e-09 5.080099e-08 4.008023e-07
[12,] 4.076604e-10 5.000476e-09 5.108881e-08 4.347552e-07 3.081584e-06
[13,] 4.247873e-09 4.681075e-08 4.296621e-07 3.284889e-06 2.091873e-05
[14,] 3.907806e-08 3.868809e-07 3.190343e-06 2.191400e-05 1.253843e-04
[15,] 3.173926e-07 2.823088e-06 2.091613e-05 1.290865e-04 6.636563e-04
[16,] 2.276060e-06 1.818927e-05 1.210867e-04 6.715041e-04 3.102446e-03
[17,] 1.441204e-05 1.034885e-04 6.190707e-04 3.085345e-03 1.281249e-02
[18,] 8.058813e-05 5.200209e-04 2.795767e-03 1.252465e-02 4.676221e-02
[19,] 3.980107e-04 2.308347e-03 1.115614e-02 4.493844e-02 1.509185e-01
[20,] 1.736638e-03 9.054924e-03 3.935357e-02 1.426073e-01 4.310857e-01
[21,] 6.697110e-03 3.140539e-02 1.228078e-01 4.006502e-01 1.091320e+00
[22,] 2.283973e-02 9.638528e-02 3.394021e-01 9.980168e-01 2.453613e+00
[23,] 6.894693e-02 2.620802e-01 8.320781e-01 2.209178e+00 4.914341e+00
[24,] 1.844809e-01 6.325052e-01 1.813982e+00 4.359865e+00 8.808069e+00
[25,] 4.384057e-01 1.358496e+00 3.529030e+00 7.707374e+00 1.421628e+01
[26,] 9.280262e-01 2.606591e+00 6.157199e+00 1.228353e+01 2.083509e+01
[27,] 1.757090e+00 4.491424e+00 9.698068e+00 1.779497e+01 2.800874e+01
[28,] 2.992201e+00 6.997583e+00 1.390308e+01 2.365855e+01 3.491348e+01
[29,] 4.615249e+00 9.937810e+00 1.830655e+01 2.914970e+01 4.075841e+01
[30,] 6.499756e+00 1.297593e+01 2.233336e+01 3.356468e+01 4.490789e+01
[31,] 8.425223e+00 1.569707e+01 2.541918e+01 3.634345e+01 4.697780e+01
[32,] 1.011831e+01 1.768990e+01 2.712094e+01 3.719843e+01 4.698731e+01
[33,] 1.130517e+01 1.863667e+01 2.724849e+01 3.627325e+01 4.547807e+01
[34,] 1.177839e+01 1.842686e+01 2.600131e+01 3.420833e+01 4.338613e+01
[35,] 1.148257e+01 1.725816e+01 2.398587e+01 3.194210e+01 4.161315e+01
[36,] 1.057941e+01 1.562238e+01 2.199935e+01 3.027351e+01 4.055814e+01
[37,] 9.420105e+00 1.411315e+01 2.065249e+01 2.946580e+01 3.995680e+01
[38,] 8.398599e+00 1.314257e+01 2.008077e+01 2.917600e+01 3.911352e+01
[39,] 7.763102e+00 1.275740e+01 1.994360e+01 2.872358e+01 3.730181e+01
[40,] 7.513869e+00 1.267589e+01 1.967635e+01 2.746342e+01 3.407210e+01
[41,] 7.449537e+00 1.248916e+01 1.878811e+01 2.503812e+01 2.938972e+01
[42,] 7.307732e+00 1.186966e+01 1.703899e+01 2.146218e+01 2.364892e+01
[43,] 6.894424e+00 1.067930e+01 1.447802e+01 1.709419e+01 1.757483e+01
[44,] 6.141419e+00 8.977826e+00 1.139710e+01 1.252470e+01 1.199495e+01
[45,] 5.101012e+00 6.976952e+00 8.230578e+00 8.382591e+00 7.547677e+00
[46,] 3.910154e+00 4.964435e+00 5.410920e+00 5.120644e+00 4.484452e+00
[47,] 2.740503e+00 3.208592e+00 3.226829e+00 2.891036e+00 2.672555e+00
[48,] 1.742048e+00 1.874146e+00 1.754601e+00 1.571498e+00 1.758528e+00
[49,] 9.984797e-01 9.899726e-01 8.916609e-01 8.965975e-01 1.360835e+00
[50,] 5.150239e-01 4.792912e-01 4.518910e-01 5.953636e-01 1.189211e+00
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.124430e-17 1.797525e-16 2.393362e-15 2.654197e-14 2.451600e-13
 [2,] 2.700803e-16 3.878652e-15 4.639382e-14 4.622012e-13 3.835253e-12
 [3,] 5.726866e-15 7.388408e-14 7.939197e-13 7.105493e-12 5.296692e-11
 [4,] 1.072026e-13 1.242470e-12 1.199385e-11 9.643263e-11 6.457783e-10
 [5,] 1.771573e-12 1.844535e-11 1.599586e-10 1.155374e-09 6.950771e-09
 [6,] 2.584516e-11 2.417439e-10 1.883329e-09 1.222061e-08 6.604773e-08
 [7,] 3.328647e-10 2.797014e-09 1.957573e-08 1.141143e-07 5.540706e-07
 [8,] 3.784667e-09 2.856986e-08 1.796340e-07 9.407455e-07 4.103603e-06
 [9,] 3.798952e-08 2.576336e-07 1.455279e-06 6.847004e-06 2.683340e-05
[10,] 3.366535e-07 2.051103e-06 1.040889e-05 4.399915e-05 1.549255e-04
[11,] 2.633883e-06 1.441709e-05 6.573313e-05 2.496505e-04 7.898581e-04
[12,] 1.819370e-05 8.947396e-05 3.665369e-04 1.250866e-03 3.556488e-03
[13,] 1.109641e-04 4.903205e-04 1.804908e-03 5.535436e-03 1.414643e-02
[14,] 5.976146e-04 2.372921e-03 7.850090e-03 2.164060e-02 4.972756e-02
[15,] 2.842489e-03 1.014362e-02 3.016477e-02 7.477292e-02 1.545788e-01
[16,] 1.194294e-02 3.831278e-02 1.024530e-01 2.284891e-01 4.253575e-01
[17,] 4.434109e-02 1.279219e-01 3.077893e-01 6.181492e-01 1.037861e+00
[18,] 1.455506e-01 3.778538e-01 8.187804e-01 1.483076e+00 2.251584e+00
[19,] 4.227552e-01 9.885302e-01 1.932070e+00 3.164076e+00 4.362203e+00
[20,] 1.087872e+00 2.294740e+00 4.055103e+00 6.028212e+00 7.599753e+00
[21,] 2.484954e+00 4.739912e+00 7.602032e+00 1.032368e+01 1.203199e+01
[22,] 5.053350e+00 8.748608e+00 1.281018e+01 1.604743e+01 1.757082e+01
[23,] 9.188454e+00 1.451923e+01 1.958159e+01 2.294810e+01 2.411579e+01
[24,] 1.503175e+01 2.185649e+01 2.748887e+01 3.069771e+01 3.171683e+01
[25,] 2.231331e+01 3.018604e+01 3.597124e+01 3.908699e+01 4.055371e+01
[26,] 3.037727e+01 3.876384e+01 4.455650e+01 4.802957e+01 5.065939e+01
[27,] 3.838761e+01 4.691056e+01 5.290075e+01 5.733351e+01 6.157387e+01
[28,] 4.555517e+01 5.408844e+01 6.063997e+01 6.646155e+01 7.223219e+01
[29,] 5.124425e+01 5.984688e+01 6.727952e+01 7.454366e+01 8.122061e+01
[30,] 5.500523e+01 6.383452e+01 7.230496e+01 8.065960e+01 8.725095e+01
[31,] 5.667802e+01 6.595960e+01 7.541514e+01 8.416145e+01 8.957825e+01
[32,] 5.655046e+01 6.651272e+01 7.662068e+01 8.482238e+01 8.817337e+01
[33,] 5.534684e+01 6.602822e+01 7.611398e+01 8.279266e+01 8.361023e+01
[34,] 5.390049e+01 6.493604e+01 7.406826e+01 7.845645e+01 7.674435e+01
[35,] 5.269170e+01 6.329715e+01 7.054497e+01 7.225911e+01 6.836817e+01
[36,] 5.160812e+01 6.082059e+01 6.552044e+01 6.457186e+01 5.908522e+01
[37,] 5.008484e+01 5.708206e+01 5.896141e+01 5.570778e+01 4.950321e+01
[38,] 4.745583e+01 5.175782e+01 5.095214e+01 4.613317e+01 4.053353e+01
[39,] 4.326439e+01 4.480661e+01 4.188755e+01 3.669551e+01 3.341559e+01
[40,] 3.744228e+01 3.661182e+01 3.260478e+01 2.857324e+01 2.930461e+01
[41,] 3.038534e+01 2.801326e+01 2.425011e+01 2.286175e+01 2.868346e+01
[42,] 2.290398e+01 2.010695e+01 1.786302e+01 2.006013e+01 3.104330e+01
[43,] 1.598964e+01 1.384476e+01 1.393493e+01 1.983453e+01 3.505350e+01
[44,] 1.045696e+01 9.669943e+00 1.224725e+01 2.120012e+01 3.906550e+01
[45,] 6.662647e+00 7.422221e+00 1.206261e+01 2.294952e+01 4.162400e+01
[46,] 4.467052e+00 6.531685e+00 1.248889e+01 2.404849e+01 4.177688e+01
[47,] 3.419415e+00 6.325313e+00 1.278322e+01 2.384667e+01 3.918665e+01
[48,] 3.007888e+00 6.258184e+00 1.249062e+01 2.212435e+01 3.413161e+01
[49,] 2.830256e+00 6.001742e+00 1.145142e+01 1.905709e+01 2.742022e+01
[50,] 2.646950e+00 5.430204e+00 9.751701e+00 1.513136e+01 2.017663e+01
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.886070e-12 1.208532e-11 6.449882e-11 2.867080e-10 1.061510e-09
 [2,] 2.650633e-11 1.525802e-10 7.315453e-10 2.921334e-09 9.716752e-09
 [3,] 3.288582e-10 1.700620e-09 7.324916e-09 2.627838e-08 7.852377e-08
 [4,] 3.601952e-09 1.673360e-08 6.475025e-08 2.086894e-07 5.602437e-07
 [5,] 3.482900e-08 1.453617e-07 5.053194e-07 1.463186e-06 3.529146e-06
 [6,] 2.973203e-07 1.114804e-06 3.481689e-06 9.057682e-06 1.962974e-05
 [7,] 2.240775e-06 7.548301e-06 2.118046e-05 4.950951e-05 9.642100e-05
 [8,] 1.491000e-05 4.512584e-05 1.137727e-04 2.389862e-04 4.183536e-04
 [9,] 8.759666e-05 2.382122e-04 5.397062e-04 1.018988e-03 1.604014e-03
[10,] 4.544304e-04 1.110519e-03 2.261472e-03 3.839248e-03 5.438490e-03
[11,] 2.081997e-03 4.573098e-03 8.373437e-03 1.279072e-02 1.632707e-02
[12,] 8.426131e-03 1.664104e-02 2.741401e-02 3.772433e-02 4.349993e-02
[13,] 3.013543e-02 5.354358e-02 7.944591e-02 9.869906e-02 1.032747e-01
[14,] 9.530134e-02 1.524917e-01 2.041807e-01 2.298945e-01 2.200749e-01
[15,] 2.667719e-01 3.850904e-01 4.668799e-01 4.797223e-01 4.262030e-01
[16,] 6.621245e-01 8.648703e-01 9.550969e-01 9.064124e-01 7.651475e-01
[17,] 1.461236e+00 1.736137e+00 1.764309e+00 1.577451e+00 1.308770e+00
[18,] 2.880663e+00 3.140820e+00 2.986925e+00 2.590914e+00 2.195740e+00
[19,] 5.110966e+00 5.187755e+00 4.734875e+00 4.129971e+00 3.677872e+00
[20,] 8.256365e+00 7.972396e+00 7.212422e+00 6.526023e+00 6.129204e+00
[21,] 1.234809e+01 1.167019e+01 1.079830e+01 1.025901e+01 9.959972e+00
[22,] 1.746122e+01 1.664089e+01 1.603306e+01 1.581716e+01 1.541806e+01
[23,] 2.384583e+01 2.340353e+01 2.341786e+01 2.341364e+01 2.235111e+01
[24,] 3.189733e+01 3.238160e+01 3.305383e+01 3.268663e+01 3.008222e+01
[25,] 4.187205e+01 4.349515e+01 4.431310e+01 4.259133e+01 3.753799e+01
[26,] 5.348182e+01 5.585436e+01 5.579216e+01 5.163228e+01 4.363069e+01
[27,] 6.566522e+01 6.781352e+01 6.567082e+01 5.838680e+01 4.771465e+01
[28,] 7.675555e+01 7.744217e+01 7.235207e+01 6.205981e+01 4.985325e+01
[29,] 8.500274e+01 8.320583e+01 7.505555e+01 6.275356e+01 5.074406e+01
[30,] 8.918129e+01 8.450499e+01 7.403397e+01 6.130778e+01 5.140430e+01
[31,] 8.897751e+01 8.178665e+01 7.030787e+01 5.887479e+01 5.290887e+01
[32,] 8.497560e+01 7.619041e+01 6.514603e+01 5.659617e+01 5.638748e+01
[33,] 7.827502e+01 6.899485e+01 5.970632e+01 5.562435e+01 6.315212e+01
[34,] 6.999496e+01 6.127706e+01 5.508916e+01 5.733874e+01 7.457585e+01
[35,] 6.101713e+01 5.401001e+01 5.262391e+01 6.331731e+01 9.151553e+01
[36,] 5.213465e+01 4.839059e+01 5.390981e+01 7.479379e+01 1.135625e+02
[37,] 4.438586e+01 4.591504e+01 6.031523e+01 9.184653e+01 1.387005e+02
[38,] 3.912401e+01 4.792130e+01 7.216979e+01 1.129085e+02 1.636879e+02
[39,] 3.759175e+01 5.483701e+01 8.823496e+01 1.349881e+02 1.848985e+02
[40,] 4.025040e+01 6.569129e+01 1.058589e+02 1.544452e+02 1.990599e+02
[41,] 4.637220e+01 7.825961e+01 1.217038e+02 1.678278e+02 2.036166e+02
[42,] 5.419623e+01 8.972928e+01 1.325897e+02 1.724420e+02 1.969635e+02
[43,] 6.151540e+01 9.746750e+01 1.361127e+02 1.667429e+02 1.789116e+02
[44,] 6.632028e+01 9.957212e+01 1.310378e+02 1.507629e+02 1.512785e+02
[45,] 6.723063e+01 9.518186e+01 1.176101e+02 1.264734e+02 1.179842e+02
[46,] 6.369909e+01 8.465422e+01 9.771253e+01 9.763031e+01 8.415490e+01
[47,] 5.608175e+01 6.958248e+01 7.457766e+01 6.881357e+01 5.449703e+01
[48,] 4.557932e+01 5.247725e+01 5.191079e+01 4.398714e+01 3.185096e+01
[49,] 3.395631e+01 3.606076e+01 3.274210e+01 2.535763e+01 1.672203e+01
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[32,] 2.700122e+00 5.420207e+00 10.717398690 20.138849465 3.503768e+01
[33,] 2.585786e+00 5.493925e+00 11.204368040 21.188263339 3.627522e+01
[34,] 2.585224e+00 5.701571e+00 11.724352231 21.852995759 3.626507e+01
[35,] 2.658328e+00 5.937432e+00 12.055552317 21.808545898 3.471501e+01
[36,] 2.753993e+00 6.090790e+00 12.016244810 20.859509484 3.157640e+01
[37,] 2.819002e+00 6.065782e+00 11.484597544 18.947360037 2.704402e+01
[38,] 2.805276e+00 5.792387e+00 10.412704429 16.174146066 2.157902e+01
[39,] 2.675698e+00 5.239181e+00  8.852267769 12.828546826 1.586695e+01
[40,] 2.412727e+00 4.432102e+00  6.972814807  9.350020747 1.064480e+01
[41,] 2.029250e+00 3.463962e+00  5.033188945  6.202182375 6.462526e+00
[42,] 1.572301e+00 2.474349e+00  3.298790068  3.715612080 3.528166e+00
[43,] 1.110595e+00 1.601301e+00  1.949061888  1.998716216 1.724100e+00
[44,] 7.092786e-01 9.326527e-01  1.032641337  0.961342871 7.516187e-01
[45,] 4.070567e-01 4.865159e-01  0.488731419  0.412202308 2.916285e-01
[46,] 2.090034e-01 2.265199e-01  0.206070509  0.157226819 1.005384e-01
[47,] 9.571059e-02 9.390604e-02  0.077260804  0.053268852 3.075970e-02
[48,] 3.900547e-02 3.460303e-02  0.025722383  0.016013244 8.344491e-03
[49,] 1.412473e-02 1.131976e-02  0.007597062  0.004267745 2.005860e-03
[50,] 4.539873e-03 3.284550e-03  0.001989054  0.001007788 4.270371e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 9.840373e-02 2.797920e-01 7.095491e-01 1.590474e+00 3.148803e+00
 [2,] 3.108624e-01 7.974585e-01 1.831872e+00 3.738355e+00 6.779382e+00
 [3,] 8.723252e-01 2.020953e+00 4.211256e+00 7.840888e+00 1.306259e+01
 [4,] 2.178522e+00 4.563401e+00 8.640957e+00 1.471555e+01 2.259782e+01
 [5,] 4.853867e+00 9.206516e+00 1.587422e+01 2.480076e+01 3.524448e+01
 [6,] 9.678919e+00 1.665381e+01 2.621476e+01 3.770672e+01 4.981400e+01
 [7,] 1.734173e+01 2.713218e+01 3.911354e+01 5.201448e+01 6.420882e+01
 [8,] 2.805096e+01 4.002894e+01 5.305506e+01 6.555000e+01 7.604226e+01
 [9,] 4.118604e+01 5.381685e+01 6.589533e+01 7.606379e+01 8.344602e+01
[10,] 5.520877e+01 6.638373e+01 7.551953e+01 8.196664e+01 8.566574e+01
[11,] 6.794416e+01 7.563055e+01 8.048218e+01 8.277906e+01 8.324421e+01
[12,] 7.714047e+01 8.006281e+01 8.037531e+01 7.921342e+01 7.785401e+01
[13,] 8.110390e+01 7.918728e+01 7.591445e+01 7.301152e+01 7.190528e+01
[14,] 7.922355e+01 7.368646e+01 6.883987e+01 6.661111e+01 6.796050e+01
[15,] 7.225457e+01 6.537031e+01 6.161818e+01 6.258050e+01 6.797729e+01
[16,] 6.223760e+01 5.682232e+01 5.683781e+01 6.281542e+01 7.255871e+01
[17,] 5.197484e+01 5.068039e+01 5.634143e+01 6.774472e+01 8.055732e+01
[18,] 4.414939e+01 4.871584e+01 6.043171e+01 7.597919e+01 8.936016e+01
[19,] 4.040259e+01 5.111800e+01 6.762071e+01 8.473960e+01 9.591703e+01
[20,] 4.078768e+01 5.640439e+01 7.519199e+01 9.102155e+01 9.814932e+01
[21,] 4.388133e+01 6.209032e+01 8.040594e+01 9.299727e+01 9.603070e+01
[22,] 4.751773e+01 6.583444e+01 8.177059e+01 9.091419e+01 9.168448e+01
[23,] 4.979273e+01 6.648712e+01 7.970171e+01 8.696553e+01 8.837882e+01
[24,] 4.984795e+01 6.450585e+01 7.622376e+01 8.419740e+01 8.895535e+01
[25,] 4.807705e+01 6.156874e+01 7.391927e+01 8.505861e+01 9.450282e+01
[26,] 4.573029e+01 5.966946e+01 7.471666e+01 9.031124e+01 1.038665e+02
[27,] 4.420896e+01 6.019727e+01 7.908227e+01 9.873554e+01 1.141356e+02
[28,] 4.442934e+01 6.339676e+01 8.588942e+01 1.076679e+02 1.218289e+02
[29,] 4.649687e+01 6.834602e+01 9.292853e+01 1.140776e+02 1.242026e+02
[30,] 4.973813e+01 7.338026e+01 9.778752e+01 1.156620e+02 1.200577e+02
[31,] 5.301162e+01 7.674072e+01 9.868148e+01 1.114525e+02 1.097613e+02
[32,] 5.513886e+01 7.714209e+01 9.485935e+01 1.017614e+02 9.472668e+01
[33,] 5.525532e+01 7.401890e+01 8.652472e+01 8.775664e+01 7.685602e+01
[34,] 5.294682e+01 6.745751e+01 7.454291e+01 7.107808e+01 5.821102e+01
[35,] 4.821090e+01 5.803534e+01 6.022764e+01 5.362402e+01 4.078523e+01
[36,] 4.139722e+01 4.673691e+01 4.521466e+01 3.732021e+01 2.618304e+01
[37,] 3.319968e+01 3.487897e+01 3.122451e+01 2.373262e+01 1.526809e+01
[38,] 2.460512e+01 2.387706e+01 1.965071e+01 1.367606e+01 8.029656e+00
[39,] 1.668175e+01 1.485858e+01 1.118207e+01 7.094409e+00 3.787702e+00
[40,] 1.025701e+01 8.343806e+00 5.718470e+00 3.296442e+00 1.596127e+00
[41,] 5.680655e+00 4.204505e+00 2.616303e+00 1.367012e+00 5.991170e-01
[42,] 2.819420e+00 1.893452e+00 1.067409e+00 5.046258e-01 1.998991e-01
[43,] 1.249403e+00 7.598206e-01 3.874360e-01 1.655142e-01 5.920056e-02
[44,] 4.930433e-01 2.711326e-01 1.249042e-01 4.817223e-02 1.554522e-02
[45,] 1.729408e-01 8.590584e-02 3.572296e-02 1.242909e-02 3.616497e-03
[46,] 5.384688e-02 2.414177e-02 9.055983e-03 2.840909e-03 7.449866e-04
[47,] 1.486809e-02 6.012854e-03 2.033588e-03 5.749376e-04 1.358274e-04
[48,] 3.638063e-03 1.326481e-03 4.043112e-04 1.029794e-04 2.191056e-05
[49,] 7.884412e-04 2.590788e-04 7.114217e-05 1.631942e-05 3.126263e-06
[50,] 1.512751e-04 4.478327e-05 1.107546e-05 2.287529e-06 3.944599e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.536655e+00 8.718346e+00 1.238500e+01 1.593626e+01 1.858852e+01
 [2,] 1.099321e+01 1.607189e+01 2.132405e+01 2.575523e+01 2.832822e+01
 [3,] 1.960480e+01 2.672030e+01 3.325964e+01 3.789140e+01 3.951690e+01
 [4,] 3.152056e+01 4.023727e+01 4.722524e+01 5.103143e+01 5.076900e+01
 [5,] 4.590459e+01 5.517151e+01 6.140325e+01 6.332344e+01 6.047522e+01
 [6,] 6.090377e+01 6.931654e+01 7.361364e+01 7.292974e+01 6.727391e+01
 [7,] 7.411976e+01 8.039116e+01 8.202548e+01 7.861012e+01 7.044468e+01
 [8,] 8.340464e+01 8.681666e+01 8.576049e+01 8.008744e+01 7.008784e+01
 [9,] 8.758947e+01 8.823252e+01 8.514251e+01 7.807734e+01 6.704830e+01
[10,] 8.683648e+01 8.557622e+01 8.154080e+01 7.400840e+01 6.262164e+01
[11,] 8.255964e+01 8.076509e+01 7.690501e+01 6.954750e+01 5.813620e+01
[12,] 7.702387e+01 7.611597e+01 7.315171e+01 6.607765e+01 5.453159e+01
[13,] 7.273490e+01 7.365166e+01 7.157019e+01 6.426611e+01 5.205843e+01
[14,] 7.170931e+01 7.445546e+01 7.239903e+01 6.384401e+01 5.022998e+01
[15,] 7.477973e+01 7.825796e+01 7.471403e+01 6.372532e+01 4.812910e+01
[16,] 8.118676e+01 8.344876e+01 7.676172e+01 6.254524e+01 4.501442e+01
[17,] 8.872371e+01 8.765324e+01 7.676553e+01 5.947619e+01 4.091157e+01
[18,] 9.455688e+01 8.880560e+01 7.393285e+01 5.488050e+01 3.677369e+01
[19,] 9.651537e+01 8.628452e+01 6.909116e+01 5.031737e+01 3.404088e+01
[20,] 9.425602e+01 8.143936e+01 6.445816e+01 4.780445e+01 3.385028e+01
[21,] 8.959725e+01 7.707274e+01 6.257735e+01 4.874733e+01 3.637640e+01
[22,] 8.572165e+01 7.608699e+01 6.500675e+01 5.315349e+01 4.066071e+01
[23,] 8.563822e+01 8.003015e+01 7.147763e+01 5.953290e+01 4.498539e+01
[24,] 9.072267e+01 8.829305e+01 7.992370e+01 6.549370e+01 4.757649e+01
[25,] 1.000419e+02 9.830551e+01 8.731835e+01 6.871326e+01 4.728502e+01
[26,] 1.107174e+02 1.065846e+02 9.088918e+01 6.780630e+01 4.392502e+01
[27,] 1.191011e+02 1.101105e+02 8.911704e+01 6.268638e+01 3.815302e+01
[28,] 1.221863e+02 1.073618e+02 8.206567e+01 5.432703e+01 3.104703e+01
[29,] 1.185721e+02 9.856100e+01 7.100877e+01 4.418843e+01 2.367957e+01
[30,] 1.085946e+02 8.518716e+01 5.773853e+01 3.369850e+01 1.687974e+01
[31,] 9.378391e+01 6.923995e+01 4.400568e+01 2.398862e+01 1.117655e+01
[32,] 7.617646e+01 5.270553e+01 3.125239e+01 1.582303e+01 6.816729e+00
[33,] 5.786689e+01 3.730365e+01 2.051085e+01 9.585686e+00 3.796085e+00
[34,] 4.077252e+01 2.433034e+01 1.232711e+01 5.287073e+00 1.914715e+00
[35,] 2.639738e+01 1.449056e+01 6.727276e+00 2.634984e+00 8.690113e-01
[36,] 1.556371e+01 7.817164e+00 3.310157e+00 1.179495e+00 3.531118e-01
[37,] 8.292925e+00 3.794907e+00 1.460524e+00 4.720663e-01 1.279851e-01
[38,] 3.969517e+00 1.649622e+00 5.755156e-01 1.683724e-01 4.126832e-02
[39,] 1.699245e+00 6.397669e-01 2.019407e-01 5.339273e-02 1.181601e-02
[40,] 6.484137e-01 2.207920e-01 6.296600e-02 1.502848e-02 3.000165e-03
[41,] 2.200494e-01 6.768096e-02 1.742058e-02 3.750226e-03 6.748840e-04
[42,] 6.630479e-02 1.840348e-02 4.272047e-03 8.289745e-04 1.344083e-04
[43,] 1.771798e-02 4.434778e-03 9.278842e-04 1.622172e-04 2.368738e-05
[44,] 4.195249e-03 9.464162e-04 1.783985e-04 2.808825e-05 3.692640e-06
[45,] 8.796333e-04 1.787748e-04 3.034894e-05 4.302004e-06 5.090477e-07
[46,] 1.632445e-04 2.987940e-05 4.566743e-06 5.826592e-07 6.204111e-08
[47,] 2.680458e-05 4.417180e-06 6.076698e-07 6.976873e-08 6.683741e-09
[48,] 3.893004e-06 5.774535e-07 7.148804e-08 7.384641e-09 6.363702e-10
[49,] 4.999909e-07 6.674178e-08 7.434071e-09 6.908022e-10 5.354176e-11
[50,] 5.677451e-08 6.818863e-09 6.832534e-10 5.710533e-11 3.980324e-12
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.964645e+01 1.882633e+01 1.639369e+01 1.300170e+01 9.383333e+00
 [2,] 2.837369e+01 2.590803e+01 2.160030e+01 1.643358e+01 1.134734e+01
 [3,] 3.773433e+01 3.301443e+01 2.644752e+01 1.930691e+01 1.271703e+01
 [4,] 4.649372e+01 3.915221e+01 3.018374e+01 2.110655e+01 1.321227e+01
 [5,] 5.339968e+01 4.340728e+01 3.219589e+01 2.150906e+01 1.275729e+01
 [6,] 5.752337e+01 4.519762e+01 3.221242e+01 2.051678e+01 1.152141e+01
 [7,] 5.851359e+01 4.445625e+01 3.041540e+01 1.846952e+01 9.849885e+00
 [8,] 5.668628e+01 4.166244e+01 2.738570e+01 1.591112e+01 8.120028e+00
 [9,] 5.291307e+01 3.768174e+01 2.388593e+01 1.337499e+01 6.601752e+00
[10,] 4.833177e+01 3.346051e+01 2.057723e+01 1.119854e+01 5.391604e+00
[11,] 4.396761e+01 2.969537e+01 1.780356e+01 9.454692e+00 4.441174e+00
[12,] 4.039452e+01 2.662133e+01 1.554580e+01 8.022670e+00 3.648352e+00
[13,] 3.757621e+01 2.402825e+01 1.356582e+01 6.744361e+00 2.949362e+00
[14,] 3.499798e+01 2.151771e+01 1.165352e+01 5.564311e+00 2.357197e+00
[15,] 3.207955e+01 1.886321e+01 9.818028e+00 4.567257e+00 1.933983e+00
[16,] 2.865808e+01 1.623902e+01 8.297796e+00 3.903421e+00 1.729904e+00
[17,] 2.521613e+01 1.415440e+01 7.396196e+00 3.668661e+00 1.735460e+00
[18,] 2.266935e+01 1.314115e+01 7.268678e+00 3.823758e+00 1.873880e+00
[19,] 2.184141e+01 1.341109e+01 7.800732e+00 4.195058e+00 2.030776e+00
[20,] 2.296431e+01 1.469341e+01 8.635961e+00 4.544397e+00 2.100184e+00
[21,] 2.549261e+01 1.632464e+01 9.322112e+00 4.664979e+00 2.022996e+00
[22,] 2.830579e+01 1.752201e+01 9.492250e+00 4.455309e+00 1.800797e+00
[23,] 3.016929e+01 1.769408e+01 8.992865e+00 3.938988e+00 1.481933e+00
[24,] 3.021777e+01 1.663989e+01 7.904188e+00 3.228656e+00 1.131731e+00
[25,] 2.823107e+01 1.455420e+01 6.459516e+00 2.462880e+00 8.053239e-01
[26,] 2.459579e+01 1.186919e+01 4.925138e+00 1.753860e+00 5.349313e-01
[27,] 2.003100e+01 9.049615e+00 3.510107e+00 1.166176e+00 3.310568e-01
[28,] 1.527537e+01 6.453442e+00 2.334824e+00 7.214084e-01 1.898280e-01
[29,] 1.089467e+01 4.290618e+00 1.442030e+00 4.123689e-01 1.000513e-01
[30,] 7.232608e+00 2.642356e+00 8.205668e-01 2.159823e-01 4.805932e-02
[31,] 4.435561e+00 1.494739e+00 4.265056e-01 1.027858e-01 2.087559e-02
[32,] 2.491057e+00 7.700313e-01 2.008643e-01 4.412316e-02 8.147700e-03
[33,] 1.270463e+00 3.585147e-01 8.513860e-02 1.698668e-02 2.843505e-03
[34,] 5.842407e-01 1.499305e-01 3.231010e-02 5.839589e-03 8.842145e-04
[35,] 2.409069e-01 5.605792e-02 1.093645e-02 1.787049e-03 2.443741e-04
[36,] 8.870153e-02 1.867572e-02 3.292696e-03 4.857535e-04 5.992164e-05
[37,] 2.907620e-02 5.530516e-03 8.800907e-04 1.170989e-04 1.301999e-05
[38,] 8.467347e-03 1.453333e-03 2.085526e-04 2.500796e-05 2.504741e-06
[39,] 2.187309e-03 3.384989e-04 4.377259e-05 4.727826e-06 4.263587e-07
[40,] 5.006859e-04 6.981891e-05 8.131890e-06 7.907965e-07 6.418836e-08
[41,] 1.014806e-04 1.274521e-05 1.336499e-06 1.169807e-07 8.544072e-09
[42,] 1.820220e-05 2.058184e-06 1.942565e-07 1.529961e-08 1.005298e-09
[43,] 2.888070e-06 2.939257e-07 2.496263e-08 1.768734e-09 1.045351e-10
[44,] 4.052277e-07 3.711027e-08 2.835433e-09 1.807101e-10 9.605094e-12
[45,] 5.026796e-08 4.141568e-09 2.846344e-10 1.631461e-11 7.797575e-13
[46,] 5.511858e-09 4.084851e-10 2.524830e-11 1.301344e-12 5.592299e-14
[47,] 5.341349e-10 3.560168e-11 1.978812e-12 9.170364e-14 3.542897e-15
[48,] 4.573944e-11 2.741550e-12 1.370124e-13 5.708502e-15 1.982580e-16
[49,] 3.460731e-12 1.865136e-13 8.380331e-15 3.138820e-16 9.798943e-18
[50,] 2.313337e-13 1.120923e-14 4.527682e-16 1.524373e-17 4.277396e-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/1iomj1257101832.ps tmp/1iomj1257101832.png")
> system("convert tmp/2ask41257101832.ps tmp/2ask41257101832.png")
> system("convert tmp/34kkg1257101832.ps tmp/34kkg1257101832.png")
> system("convert tmp/42kdw1257101832.ps tmp/42kdw1257101832.png")
> system("convert tmp/5cxpn1257101832.ps tmp/5cxpn1257101832.png")
> system("convert tmp/6y4iy1257101832.ps tmp/6y4iy1257101832.png")
> system("convert tmp/7ao8e1257101832.ps tmp/7ao8e1257101832.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.965   1.279   2.540