R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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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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Type 'q()' to quit R.

> z <- c(10414.9,12476.8,12384.6,12266.7,12919.9,11497.3,12142,13919.4,12656.8,12034.1,13199.7,10881.3,11301.2,13643.9,12517,13981.1,14275.7,13435,13565.7,16216.3,12970,14079.9,14235,12213.4,12581,14130.4,14210.8,14378.5,13142.8,13714.7,13621.9,15379.8,13306.3,14391.2,14909.9,14025.4,12951.2,14344.3,16093.4,15413.6,14705.7,15972.8,16241.4,16626.4,17136.2,15622.9,18003.9,16136.1,14423.7,16789.4,16782.2,14133.8,12607,12004.5,12175.4,13268,12299.3,11800.6,13873.3,12269.6)
> y <- c(3142.7,3884.3,3892.2,3613,3730.5,3481.3,3649.5,4215.2,4066.6,4196.8,4536.6,4441.6,3548.3,4735.9,4130.6,4356.2,4159.6,3988,4167.8,4902.2,3909.4,4697.6,4308.9,4420.4,3544.2,4433,4479.7,4533.2,4237.5,4207.4,4394,5148.4,4202.2,4682.5,4884.3,5288.9,4505.2,4611.5,5104,4586.6,4529.3,4504.1,4604.9,4795.4,5391.1,5213.9,5415,5990.3,4241.8,5677.6,5164.2,3962.3,4011,3310.3,3837.3,4145.3,3796.7,3849.6,4285,4189.6)
> x <- c(10723.8,13938.9,13979.8,13807.4,12973.9,12509.8,12934.1,14908.3,13772.1,13012.6,14049.9,11816.5,11593.2,14466.2,13615.9,14733.9,13880.7,13527.5,13584,16170.2,13260.6,14741.9,15486.5,13154.5,12621.2,15031.6,15452.4,15428,13105.9,14716.8,14180,16202.2,14392.4,15140.6,15960.1,14351.3,13230.2,15202.1,17056,16077.7,13348.2,16402.4,16559.1,16579,17561.2,16129.6,18484.3,16402.6,14032.3,17109.1,17157.2,13879.8,12362.4,12683.5,12608.8,13583.7,12846.3,12347.1,13967,13114.3)
> par7 = 'Invoer van binnen de Europese Unie'
> par6 = 'Uitvoer buiten de Europese Unie'
> par5 = 'Uitvoer binnen de Europese Unie'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1ik4b1257376634.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/freestat/rcomp/tmp/28usn1257376634.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/freestat/rcomp/tmp/3x9f41257376634.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/freestat/rcomp/tmp/4ma0l1257376634.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/freestat/rcomp/tmp/5x1q21257376634.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  
   171.7919       0.2919  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/66e6j1257376634.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] 2791.091 2863.557 2936.023 3008.488 3080.954 3153.420 3225.885 3298.351
 [9] 3370.817 3443.282 3515.748 3588.214 3660.679 3733.145 3805.611 3878.076
[17] 3950.542 4023.008 4095.473 4167.939 4240.405 4312.870 4385.336 4457.802
[25] 4530.267 4602.733 4675.198 4747.664 4820.130 4892.595 4965.061 5037.527
[33] 5109.992 5182.458 5254.924 5327.389 5399.855 5472.321 5544.786 5617.252
[41] 5689.718 5762.183 5834.649 5907.115 5979.580 6052.046 6124.512 6196.977
[49] 6269.443 6341.909

$yords
 [1]  9474.740  9667.992  9861.243 10054.494 10247.746 10440.997 10634.249
 [8] 10827.500 11020.752 11214.003 11407.254 11600.506 11793.757 11987.009
[15] 12180.260 12373.511 12566.763 12760.014 12953.266 13146.517 13339.769
[22] 13533.020 13726.271 13919.523 14112.774 14306.026 14499.277 14692.529
[29] 14885.780 15079.031 15272.283 15465.534 15658.786 15852.037 16045.289
[36] 16238.540 16431.791 16625.043 16818.294 17011.546 17204.797 17398.048
[43] 17591.300 17784.551 17977.803 18171.054 18364.306 18557.557 18750.808
[50] 18944.060

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.450086e-06 1.629709e-06 1.377528e-06 9.021510e-07 5.216493e-07
 [2,] 1.629251e-06 2.341341e-06 2.521905e-06 2.062482e-06 1.344107e-06
 [3,] 1.368776e-06 2.515655e-06 3.461919e-06 3.595759e-06 2.880084e-06
 [4,] 8.654832e-07 2.033278e-06 3.575696e-06 4.736963e-06 4.790158e-06
 [5,] 4.167239e-07 1.249447e-06 2.804717e-06 4.739772e-06 6.092208e-06
 [6,] 1.561202e-07 5.947410e-07 1.698548e-06 3.652920e-06 5.966729e-06
 [7,] 4.751401e-08 2.267548e-07 8.166056e-07 2.220692e-06 4.588316e-06
 [8,] 1.302306e-08 7.392739e-08 3.267576e-07 1.105480e-06 2.857002e-06
 [9,] 4.151052e-09 2.389518e-08 1.189041e-07 4.782285e-07 1.505867e-06
[10,] 2.082877e-09 1.006290e-08 4.709988e-08 2.000907e-07 7.185125e-07
[11,] 1.710268e-09 6.242919e-09 2.530664e-08 9.752751e-08 3.495151e-07
[12,] 3.412966e-09 5.271231e-09 1.780913e-08 6.285286e-08 2.047271e-07
[13,] 1.300706e-08 9.317366e-09 1.495118e-08 4.735624e-08 1.491440e-07
[14,] 4.549914e-08 3.212250e-08 2.324004e-08 3.892824e-08 1.161893e-07
[15,] 1.212781e-07 1.056106e-07 7.172093e-08 5.309865e-08 9.293518e-08
[16,] 2.404306e-07 2.665957e-07 2.209648e-07 1.449533e-07 1.114233e-07
[17,] 3.534030e-07 5.011178e-07 5.279699e-07 4.168262e-07 2.656228e-07
[18,] 3.849752e-07 6.985231e-07 9.408882e-07 9.420384e-07 7.091686e-07
[19,] 3.107765e-07 7.216333e-07 1.243749e-06 1.591428e-06 1.514454e-06
[20,] 1.859139e-07 5.524685e-07 1.218544e-06 1.994928e-06 2.424884e-06
[21,] 8.241820e-08 3.134347e-07 8.847231e-07 1.853559e-06 2.882469e-06
[22,] 2.707584e-08 1.317754e-07 4.760174e-07 1.276286e-06 2.539877e-06
[23,] 6.591556e-09 4.105528e-08 1.897955e-07 6.512373e-07 1.658551e-06
[24,] 1.189163e-09 9.478750e-09 5.607853e-08 2.462512e-07 8.025941e-07
[25,] 1.589800e-10 1.621738e-09 1.227877e-08 6.900254e-08 2.878134e-07
[26,] 1.575037e-11 2.056162e-10 1.992325e-09 1.432844e-08 7.648453e-08
[27,] 1.156343e-12 1.931888e-11 2.395593e-10 2.204858e-09 1.506204e-08
[28,] 6.291145e-14 1.345097e-12 2.134584e-11 2.514256e-10 2.198068e-09
[29,] 2.536414e-15 6.940209e-14 1.409486e-12 2.124641e-11 2.377091e-10
[30,] 7.578060e-17 2.653622e-15 6.896931e-14 1.330483e-12 1.905013e-11
[31,] 1.677814e-18 7.518885e-17 2.500915e-15 6.174201e-14 1.131353e-12
[32,] 2.752808e-20 1.578752e-18 6.720291e-17 2.123238e-15 4.979028e-14
[33,] 3.347008e-22 2.456537e-20 1.338215e-18 5.410845e-17 1.623826e-15
[34,] 3.015667e-24 2.832557e-22 1.974739e-20 1.021828e-18 3.924467e-17
[35,] 2.013535e-26 2.420376e-24 2.159447e-22 1.430009e-20 7.028627e-19
[36,] 9.962820e-29 1.532620e-26 1.749938e-24 1.483022e-22 9.328414e-21
[37,] 3.653011e-31 7.191706e-29 1.050869e-26 1.139731e-24 9.174682e-23
[38,] 9.925835e-34 2.500786e-31 4.676511e-29 6.490889e-27 6.686849e-25
[39,] 1.998640e-36 6.444253e-34 1.542220e-31 2.739411e-29 3.611627e-27
[40,] 2.982260e-39 1.230586e-36 3.768899e-34 8.567495e-32 1.445534e-29
[41,] 3.297643e-42 1.741401e-39 6.825427e-37 1.985628e-34 4.287467e-32
[42,] 2.702178e-45 1.826154e-42 9.160032e-40 3.410307e-37 9.423774e-35
[43,] 1.640842e-48 1.419119e-45 9.109764e-43 4.340425e-40 1.534943e-37
[44,] 7.383580e-52 8.172365e-49 6.713740e-46 4.093721e-43 1.852708e-40
[45,] 2.462150e-55 3.487577e-52 3.666648e-49 2.861222e-46 1.657177e-43
[46,] 6.084360e-59 1.102942e-55 1.483975e-52 1.481963e-49 1.098457e-46
[47,] 1.114185e-62 2.584780e-59 4.450676e-56 5.688078e-53 5.395601e-50
[48,] 1.511982e-66 4.488919e-63 9.891742e-60 1.617860e-56 1.964011e-53
[49,] 1.520512e-70 5.777146e-67 1.629194e-63 3.410118e-60 5.297864e-57
[50,] 1.133116e-74 5.509679e-71 1.988449e-67 5.326472e-64 1.059009e-60
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.819845e-07 4.135542e-07 4.568939e-07 4.053708e-07 2.717753e-07
 [2,] 8.391413e-07 7.186630e-07 8.267862e-07 8.892301e-07 7.525483e-07
 [3,] 1.915708e-06 1.333710e-06 1.301462e-06 1.526636e-06 1.579740e-06
 [4,] 3.825136e-06 2.675268e-06 2.105986e-06 2.240932e-06 2.598788e-06
 [5,] 6.080486e-06 4.950116e-06 3.733309e-06 3.282593e-06 3.635961e-06
 [6,] 7.518852e-06 7.530814e-06 6.386221e-06 5.242915e-06 4.985142e-06
 [7,] 7.292817e-06 9.113586e-06 9.302958e-06 8.319153e-06 7.355554e-06
 [8,] 5.682694e-06 8.842586e-06 1.106141e-05 1.160706e-05 1.092136e-05
 [9,] 3.684420e-06 7.058180e-06 1.079187e-05 1.356920e-05 1.461760e-05
[10,] 2.083216e-06 4.801895e-06 8.851466e-06 1.330782e-05 1.678943e-05
[11,] 1.103811e-06 2.918124e-06 6.308726e-06 1.117554e-05 1.649836e-05
[12,] 6.211147e-07 1.711713e-06 4.097663e-06 8.284160e-06 1.409109e-05
[13,] 4.216348e-07 1.097637e-06 2.639600e-06 5.702648e-06 1.076672e-05
[14,] 3.316044e-07 8.314582e-07 1.890085e-06 3.991708e-06 7.784564e-06
[15,] 2.617122e-07 6.832916e-07 1.544313e-06 3.119251e-06 5.846736e-06
[16,] 2.032990e-07 5.398508e-07 1.297033e-06 2.673369e-06 4.872059e-06
[17,] 2.152558e-07 4.072867e-07 1.018648e-06 2.261218e-06 4.286960e-06
[18,] 4.422491e-07 3.835498e-07 7.468579e-07 1.757602e-06 3.616725e-06
[19,] 1.088697e-06 6.707547e-07 6.309887e-07 1.252826e-06 2.773481e-06
[20,] 2.193850e-06 1.509055e-06 9.296201e-07 9.584802e-07 1.921306e-06
[21,] 3.328558e-06 2.863980e-06 1.890264e-06 1.181456e-06 1.343190e-06
[22,] 3.751853e-06 4.116143e-06 3.369881e-06 2.142267e-06 1.381985e-06
[23,] 3.135161e-06 4.399187e-06 4.585705e-06 3.574693e-06 2.200174e-06
[24,] 1.941559e-06 3.486169e-06 4.646719e-06 4.602787e-06 3.419693e-06
[25,] 8.910321e-07 2.047447e-06 3.492037e-06 4.421521e-06 4.162598e-06
[26,] 3.030291e-07 8.911095e-07 1.944982e-06 3.151026e-06 3.790147e-06
[27,] 7.637004e-08 2.874075e-07 8.028040e-07 1.664408e-06 2.561363e-06
[28,] 1.426294e-08 6.869302e-08 2.455570e-07 6.515214e-07 1.283060e-06
[29,] 1.973978e-09 1.216675e-08 5.565995e-08 1.889936e-07 4.763098e-07
[30,] 2.024525e-10 1.596923e-09 9.349334e-09 4.062688e-08 1.310338e-07
[31,] 1.538692e-11 1.553249e-10 1.163768e-09 6.471838e-09 2.671317e-08
[32,] 8.666164e-13 1.119553e-11 1.073492e-10 7.639916e-10 4.035661e-09
[33,] 3.617016e-14 5.979940e-13 7.338027e-12 6.683404e-11 4.518062e-10
[34,] 1.118717e-15 2.366984e-14 3.717118e-13 4.332647e-12 3.748317e-11
[35,] 2.564121e-17 6.942920e-16 1.395346e-14 2.081409e-13 2.304458e-12
[36,] 4.355164e-19 1.509165e-17 3.881546e-16 7.409841e-15 1.049902e-13
[37,] 5.481714e-21 2.430956e-19 8.001545e-18 1.954819e-16 3.544664e-15
[38,] 5.112996e-23 2.901782e-21 1.222335e-19 3.821656e-18 8.868471e-17
[39,] 3.534153e-25 2.566866e-23 1.383748e-21 5.536647e-20 1.644267e-18
[40,] 1.810253e-27 1.682619e-25 1.160829e-23 5.944108e-22 2.259128e-20
[41,] 6.871326e-30 8.173641e-28 7.216502e-26 4.729049e-24 2.300152e-22
[42,] 1.932828e-32 2.942365e-30 3.324575e-28 2.788122e-26 1.735493e-24
[43,] 4.028924e-35 7.849124e-33 1.134983e-30 1.218130e-28 9.703613e-27
[44,] 6.223467e-38 1.551648e-35 2.871376e-33 3.943872e-31 4.020604e-29
[45,] 7.123985e-41 2.273068e-38 5.383167e-36 9.462355e-34 1.234515e-31
[46,] 6.043183e-44 2.467650e-41 7.478896e-39 1.682393e-36 2.809008e-34
[47,] 3.798841e-47 1.985169e-44 7.699812e-42 2.216658e-39 4.736448e-37
[48,] 1.769635e-50 1.183474e-47 5.874488e-45 2.164298e-42 5.918341e-40
[49,] 6.108987e-54 5.228447e-51 3.321333e-48 1.565986e-45 5.480235e-43
[50,] 1.562776e-57 1.711704e-54 1.391544e-51 8.396558e-49 3.760461e-46
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.359424e-07 5.058674e-08 1.399622e-08 2.880783e-09 4.420875e-10
 [2,] 4.800590e-07 2.285393e-07 8.099436e-08 2.136576e-08 4.203046e-09
 [3,] 1.272756e-06 7.725771e-07 3.502888e-07 1.183831e-07 2.985231e-08
 [4,] 2.568377e-06 1.967831e-06 1.137064e-06 4.915687e-07 1.588083e-07
 [5,] 4.082783e-06 3.836331e-06 2.793839e-06 1.537954e-06 6.352978e-07
 [6,] 5.533436e-06 5.938315e-06 5.290939e-06 3.662672e-06 1.923891e-06
 [7,] 7.281615e-06 7.891298e-06 8.033374e-06 6.778227e-06 4.464068e-06
 [8,] 1.015391e-05 1.013735e-05 1.056280e-05 1.016427e-05 8.122002e-06
 [9,] 1.426985e-05 1.358977e-05 1.338905e-05 1.331356e-05 1.210312e-05
[10,] 1.839655e-05 1.828689e-05 1.745901e-05 1.676234e-05 1.587284e-05
[11,] 2.076540e-05 2.285005e-05 2.272985e-05 2.143666e-05 1.994134e-05
[12,] 2.037697e-05 2.539778e-05 2.772345e-05 2.724131e-05 2.517522e-05
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[24,] 1.070997e-14 2.772450e-16 5.332655e-18 7.621185e-20 8.092647e-22
[25,] 2.036750e-13 6.745522e-15 1.659909e-16 3.034867e-18 4.122612e-20
[26,] 2.916517e-12 1.235259e-13 3.887125e-15 9.088078e-17 1.578633e-18
[27,] 3.155880e-11 1.708543e-12 6.872144e-14 2.053605e-15 4.559262e-17
[28,] 2.592312e-10 1.793071e-11 9.214031e-13 3.517570e-14 9.976376e-16
[29,] 1.627631e-09 1.437736e-10 9.434604e-12 4.599241e-13 1.665575e-14
[30,] 7.910439e-09 8.920443e-10 7.472657e-11 4.649996e-12 2.149386e-13
[31,] 3.051362e-08 4.392034e-09 4.696202e-10 3.729800e-11 2.200218e-12
[32,] 9.771816e-08 1.795415e-08 2.451102e-09 2.485450e-10 1.871721e-11
[33,] 2.753137e-07 6.458331e-08 1.126547e-08 1.459793e-09 1.404743e-10
[34,] 7.046277e-07 2.109672e-07 4.705008e-08 7.799035e-09 9.601068e-10
[35,] 1.593980e-06 6.080428e-07 1.733428e-07 3.676895e-08 5.794155e-09
[36,] 3.002471e-06 1.453148e-06 5.288124e-07 1.434773e-07 2.893909e-08
[37,] 4.496629e-06 2.737103e-06 1.267612e-06 4.394369e-07 1.133945e-07
[38,] 5.270814e-06 3.960647e-06 2.319428e-06 1.025138e-06 3.381667e-07
[39,] 4.917388e-06 4.388617e-06 3.203870e-06 1.796964e-06 7.566245e-07
[40,] 3.841091e-06 3.797147e-06 3.348635e-06 2.357751e-06 1.262835e-06
[41,] 2.689331e-06 2.694999e-06 2.697145e-06 2.324855e-06 1.571040e-06
[42,] 1.746712e-06 1.690875e-06 1.749760e-06 1.749977e-06 1.462741e-06
[43,] 1.039203e-06 9.912823e-07 9.854938e-07 1.044326e-06 1.032427e-06
[44,] 6.021640e-07 5.460972e-07 5.183410e-07 5.302741e-07 5.700676e-07
[45,] 4.420303e-07 3.037498e-07 2.622720e-07 2.494187e-07 2.624460e-07
[46,] 4.401191e-07 2.216438e-07 1.394163e-07 1.150306e-07 1.103291e-07
[47,] 4.291322e-07 2.166822e-07 1.007941e-07 5.814721e-08 4.606590e-08
[48,] 3.331250e-07 2.025480e-07 9.635889e-08 4.151134e-08 2.202124e-08
[49,] 1.951251e-07 1.495093e-07 8.620453e-08 3.867522e-08 1.546857e-08
[50,] 8.712480e-08 8.312690e-08 6.047356e-08 3.307030e-08 1.400364e-08

> 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  
   3449.342        2.374  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7df701257376634.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]  9714.388  9913.966 10113.544 10313.122 10512.700 10712.278 10911.856
 [8] 11111.434 11311.012 11510.590 11710.168 11909.747 12109.325 12308.903
[15] 12508.481 12708.059 12907.637 13107.215 13306.793 13506.371 13705.949
[22] 13905.527 14105.105 14304.683 14504.261 14703.839 14903.417 15102.995
[29] 15302.573 15502.151 15701.729 15901.307 16100.885 16300.463 16500.041
[36] 16699.619 16899.197 17098.775 17298.353 17497.932 17697.510 17897.088
[43] 18096.666 18296.244 18495.822 18695.400 18894.978 19094.556 19294.134
[50] 19493.712

$yords
 [1]  9474.740  9667.992  9861.243 10054.494 10247.746 10440.997 10634.249
 [8] 10827.500 11020.752 11214.003 11407.254 11600.506 11793.757 11987.009
[15] 12180.260 12373.511 12566.763 12760.014 12953.266 13146.517 13339.769
[22] 13533.020 13726.271 13919.523 14112.774 14306.026 14499.277 14692.529
[29] 14885.780 15079.031 15272.283 15465.534 15658.786 15852.037 16045.289
[36] 16238.540 16431.791 16625.043 16818.294 17011.546 17204.797 17398.048
[43] 17591.300 17784.551 17977.803 18171.054 18364.306 18557.557 18750.808
[50] 18944.060

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  9.813369e-07  8.037115e-07  2.648420e-07  3.641029e-08  3.397245e-09
 [2,]  8.181306e-07  1.529833e-06  1.171858e-06  3.656887e-07  5.010304e-08
 [3,]  3.863361e-07  1.269201e-06  2.198328e-06  1.585715e-06  4.745618e-07
 [4,]  2.809988e-07  6.413488e-07  1.821601e-06  2.932357e-06  2.009006e-06
 [5,]  2.197596e-07  5.340879e-07  9.998315e-07  2.441970e-06  3.667480e-06
 [6,]  8.299881e-08  4.268640e-07  9.406699e-07  1.477697e-06  3.101278e-06
 [7,]  1.360119e-08  1.608978e-07  7.630918e-07  1.541111e-06  2.095498e-06
 [8,]  1.106233e-09  2.669425e-08  2.877113e-07  1.261006e-06  2.362915e-06
 [9,]  9.530369e-11  2.495982e-09  4.911144e-08  4.772621e-07  1.938036e-06
[10,]  1.099517e-11  3.116605e-10  5.700130e-09  8.605048e-08  7.402817e-07
[11,]  7.128313e-13  4.062159e-11  9.898712e-10  1.333019e-08  1.466309e-07
[12,]  2.030230e-14  2.641900e-12  1.375725e-10  2.972940e-09  3.155584e-08
[13,]  2.476047e-16  7.458605e-14  8.916111e-12  4.255893e-10  8.298982e-09
[14,]  1.288495e-18  9.009725e-16  2.493719e-13  2.739324e-11  1.200504e-09
[15,]  2.856163e-21  4.643518e-18  2.983293e-15  7.587583e-13  7.660491e-11
[16,]  2.692885e-24  1.019310e-20  1.522692e-17  8.988954e-15  2.100948e-12
[17,]  1.078376e-27  9.514981e-24  3.309744e-20  4.543317e-17  2.464572e-14
[18,]  1.831708e-31  3.771520e-27  3.058638e-23  9.777898e-20  1.233443e-16
[19,]  1.318026e-35  6.339183e-31  1.199921e-26  8.944851e-23  2.628110e-19
[20,]  4.013046e-40  4.512454e-35  1.995571e-30  3.472808e-26  2.379744e-22
[21,]  5.164790e-45  1.358801e-39  1.405147e-34  5.714213e-30  9.142864e-26
[22,]  2.807135e-50  1.729108e-44  4.184346e-39  3.979743e-34  1.488280e-29
[23,]  6.438167e-56  9.290227e-50  5.264460e-44  1.171911e-38  1.025167e-33
[24,]  6.226671e-62  2.105895e-55  2.795934e-49  1.457656e-43  2.984963e-38
[25,]  2.538041e-68  2.012672e-61  6.263668e-55  7.652020e-49  3.670363e-43
[26,]  4.357973e-75  8.105872e-68  5.915481e-61  1.694146e-54  1.904390e-48
[27,]  3.150943e-82  1.375048e-74  2.353874e-67  1.580953e-60  4.166607e-54
[28,]  9.590315e-90  9.821357e-82  3.944813e-74  6.215421e-67  3.841902e-60
[29,]  1.228406e-97  2.952724e-89  2.783311e-81  1.029019e-73  1.492239e-66
[30,] 6.620308e-106  3.735655e-97  8.265444e-89  7.171907e-81  2.440577e-73
[31,] 1.500977e-114 1.988489e-105  1.032868e-96  2.103739e-88  1.680261e-80
[32,] 1.431383e-123 4.452544e-114 5.430030e-105  2.596492e-96  4.868190e-88
[33,] 5.740922e-133 4.193453e-123 1.200822e-113 1.348181e-104  5.934438e-96
[34,] 9.683238e-143 1.661023e-132 1.116933e-122 2.944552e-113 3.043308e-104
[35,] 6.867932e-153 2.766740e-142 4.369089e-132 2.704807e-122 6.564388e-113
[36,] 2.048279e-163 1.937921e-152 7.187043e-142 1.044896e-131 5.955123e-122
[37,] 2.568409e-174 5.707297e-163 4.971111e-152 1.697359e-141 2.271826e-131
[38,] 1.354161e-185 7.067514e-174 1.445810e-162 1.159429e-151 3.644573e-141
[39,] 3.001771e-197 3.679706e-185 1.768030e-173 3.330027e-162 2.458478e-151
[40,] 2.797411e-209 8.054500e-197 9.089841e-185 4.021149e-173 6.972638e-162
[41,] 1.096066e-221 7.412610e-209 1.964881e-196 2.041612e-184 8.314906e-173
[42,] 1.805398e-234 2.867903e-221 1.785595e-208 4.357827e-196 4.168688e-184
[43,] 1.250261e-247 4.665008e-234 6.822253e-221 3.910835e-208 8.787182e-196
[44,] 3.639951e-261 3.190144e-247 1.095838e-233 1.475525e-220 7.787215e-208
[45,] 4.454836e-275 9.170912e-261 7.399668e-247 2.340319e-233 2.901152e-220
[46,] 2.292193e-289 1.108407e-274 2.100702e-260 1.560600e-246 4.544115e-233
[47,] 4.958267e-304 5.631793e-289 2.507142e-274 4.374945e-260 2.992231e-246
[48,] 4.508596e-319 1.202899e-303 1.257854e-288 5.155760e-274 8.282901e-260
[49,]  0.000000e+00 1.080171e-318 2.653156e-303 2.554433e-288 9.639454e-274
[50,]  0.000000e+00  0.000000e+00 2.352489e-318 5.320228e-303 4.715830e-288
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  9.693549e-10  2.457470e-10  2.598392e-11  1.165276e-12  5.225502e-13
 [2,]  6.969526e-09  2.691318e-09  6.439708e-10  6.276446e-11  2.880860e-12
 [3,]  6.879890e-08  1.566613e-08  6.901541e-09  1.535663e-09  1.380201e-10
 [4,]  5.870237e-07  9.896412e-08  3.599840e-08  1.620547e-08  3.332497e-09
 [5,]  2.410201e-06  7.057186e-07  1.551291e-07  7.995416e-08  3.472735e-08
 [6,]  4.358982e-06  2.775624e-06  8.463416e-07  2.648223e-07  1.664206e-07
 [7,]  3.803676e-06  5.005044e-06  3.116428e-06  1.044716e-06  4.725941e-07
 [8,]  2.890934e-06  4.606409e-06  5.649409e-06  3.470413e-06  1.364127e-06
 [9,]  3.420089e-06  3.931322e-06  5.613787e-06  6.362542e-06  3.903556e-06
[10,]  2.792910e-06  4.723976e-06  5.313379e-06  6.938501e-06  7.213168e-06
[11,]  1.085321e-06  3.813049e-06  6.298480e-06  7.135846e-06  8.639955e-06
[12,]  2.484050e-07  1.524677e-06  4.990252e-06  8.181751e-06  9.440225e-06
[13,]  7.361352e-08  4.244163e-07  2.083899e-06  6.333134e-06  1.039747e-05
[14,]  2.132283e-08  1.645853e-07  7.303895e-07  2.808485e-06  7.861941e-06
[15,]  3.085075e-09  5.016178e-08  3.454135e-07  1.245601e-06  3.758000e-06
[16,]  1.949776e-10  7.219446e-09  1.077511e-07  6.715808e-07  2.058068e-06
[17,]  5.293920e-12  4.516599e-10  1.538075e-08  2.110455e-07  1.200521e-06
[18,]  6.148765e-14  1.213908e-11  9.521914e-10  2.982881e-08  3.766295e-07
[19,]  3.046787e-16  1.395860e-13  2.532970e-11  1.826904e-09  5.265638e-08
[20,]  6.426631e-19  6.847583e-16  2.883326e-13  4.809576e-11  3.189933e-09
[21,]  5.759570e-22  1.429738e-18  1.400201e-15  5.419213e-13  8.310156e-11
[22,]  2.189530e-25  1.268080e-21  2.893671e-18  2.604921e-15  9.267495e-13
[23,]  3.525704e-29  4.769583e-25  2.539714e-21  5.327876e-18  4.409018e-15
[24,]  2.401797e-33  7.596867e-29  9.450516e-25  4.626982e-21  8.924072e-18
[25,]  6.914455e-38  5.117711e-33  1.488800e-28  1.703220e-24  7.667929e-21
[26,]  8.404527e-43  1.456627e-37  9.917414e-33  2.653665e-28  2.792022e-24
[27,]  4.309859e-48  1.750104e-42  2.790576e-37  1.747829e-32  4.301859e-28
[28,]  9.318113e-54  8.869534e-48  3.313985e-42  4.861781e-37  2.801400e-32
[29,]  8.489232e-60  1.894889e-53  1.659784e-47  5.706482e-42  7.702748e-37
[30,]  3.257551e-66  1.705647e-59  3.503790e-53  2.824341e-47  8.935442e-42
[31,]  5.263107e-73  6.466016e-66  3.116018e-59  5.891105e-53  4.370183e-47
[32,]  3.579151e-80  1.031965e-72  1.166948e-65  5.175988e-59  9.006362e-53
[33,]  1.024245e-87  6.931937e-80  1.839724e-72  1.914887e-65  7.817600e-59
[34,]  1.233201e-95  1.959347e-87  1.220654e-79  2.982048e-72  2.857044e-65
[35,] 6.245799e-104  2.329925e-95  3.407721e-87  1.954277e-79  4.394811e-72
[36,] 1.330528e-112 1.165450e-103  4.002239e-95  5.388641e-87  2.844781e-79
[37,] 1.191997e-121 2.451846e-112 1.977096e-103  6.250328e-95  7.747114e-87
[38,] 4.490917e-131 2.169332e-121 4.107859e-112 3.049467e-103  8.875024e-95
[39,] 7.114760e-141 8.071325e-131 3.589327e-121 6.257245e-112 4.276324e-103
[40,] 4.739267e-151 1.262717e-140 1.318782e-130 5.399184e-121 8.665320e-112
[41,] 1.327400e-161 8.306536e-151 2.037512e-140 1.959105e-130 7.384211e-121
[42,] 1.563090e-172 2.297397e-161 1.323557e-150 2.988945e-140 2.645889e-130
[43,] 7.738925e-184 2.671618e-172 3.615069e-161 1.917434e-150 3.986527e-140
[44,] 1.610888e-195 1.306193e-183 4.151385e-172 5.171716e-161 2.525459e-150
[45,] 1.409648e-207 2.684771e-195 2.004209e-183 5.864493e-172 6.726311e-161
[46,] 5.186206e-220 2.320086e-207 4.068127e-195 2.795974e-183 7.532284e-172
[47,] 8.021555e-233 8.428964e-220 3.471548e-207 5.604251e-195 3.546205e-183
[48,] 5.215691e-246 1.287336e-232 1.245384e-219 4.722348e-207 7.018782e-195
[49,] 1.425768e-259 8.265996e-246 1.878326e-232 1.672969e-219 5.840531e-207
[50,] 1.638415e-273 2.231200e-259 1.190916e-245 2.491516e-232 2.043111e-219
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.248719e-12  1.210866e-12  4.602594e-13  6.857165e-14  4.004232e-15
 [2,]  2.731542e-12  6.138185e-12  5.480309e-12  1.917880e-12  2.630699e-13
 [3,]  7.354881e-12  1.315051e-11  2.743238e-11  2.255001e-11  7.265590e-12
 [4,]  2.767732e-10  2.085194e-11  5.785101e-11  1.114619e-10  8.435713e-11
 [5,]  6.583800e-09  5.081588e-10  6.675955e-11  2.318262e-10  4.117432e-10
 [6,]  6.784913e-08  1.185496e-08  8.622483e-10  2.276773e-10  8.452316e-10
 [7,]  3.200274e-07  1.208892e-07  1.950267e-08  1.380560e-09  7.685866e-10
 [8,]  8.389736e-07  5.653222e-07  1.966961e-07  2.946575e-08  2.173262e-09
 [9,]  1.898362e-06  1.429423e-06  9.160581e-07  2.931545e-07  4.133189e-08
[10,]  4.512299e-06  2.762316e-06  2.291582e-06  1.363413e-06  4.026911e-07
[11,]  8.244947e-06  5.419111e-06  4.063520e-06  3.426913e-06  1.871000e-06
[12,]  1.066457e-05  9.466124e-06  6.750085e-06  5.857433e-06  4.771164e-06
[13,]  1.213769e-05  1.282046e-05  1.085138e-05  8.590910e-06  8.102453e-06
[14,]  1.289832e-05  1.496485e-05  1.481210e-05  1.235039e-05  1.093287e-05
[15,]  9.579879e-06  1.551343e-05  1.751621e-05  1.633589e-05  1.389668e-05
[16,]  4.979959e-06  1.143212e-05  1.794667e-05  1.936985e-05  1.720193e-05
[17,]  3.227650e-06  6.466274e-06  1.327875e-05  1.985505e-05  2.026495e-05
[18,]  1.964801e-06  4.733059e-06  8.111069e-06  1.490878e-05  2.098737e-05
[19,]  6.121598e-07  2.937233e-06  6.427086e-06  9.700118e-06  1.610382e-05
[20,]  8.460701e-08  9.060166e-07  4.005714e-06  8.035209e-06  1.095581e-05
[21,]  5.068901e-09  1.237348e-07  1.220892e-06  4.980243e-06  9.220548e-06
[22,]  1.306559e-10  7.330066e-09  1.647023e-07  1.497828e-06  5.643073e-06
[23,]  1.441989e-12  1.869219e-10  9.646209e-09  1.995373e-07  1.672936e-06
[24,]  6.789237e-15  2.041398e-12  2.433288e-10  1.155193e-08  2.200193e-07
[25,]  1.359767e-17  9.510968e-15  2.629357e-12  2.882188e-10  1.258910e-08
[26,]  1.155882e-20  1.884738e-17  1.212108e-14  3.081196e-12  3.106260e-10
[27,]  4.162814e-24  1.584882e-20  2.376350e-17  1.405280e-14  3.284938e-12
[28,]  6.342466e-28  5.645105e-24  1.976599e-20  2.725439e-17  1.482108e-14
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[30,]  1.109778e-36  5.412683e-32  1.037071e-27  7.809955e-24  2.313358e-20
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[32,]  6.148684e-47  1.647316e-41  1.732321e-36  7.152596e-32  1.159964e-27
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[50,] 6.566854e-207 8.273147e-195 4.085306e-183 7.907289e-172 5.999014e-161
              [,16]         [,17]         [,18]         [,19]         [,20]
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[50,] 1.783955e-150 2.079427e-140 9.500844e-131 1.701548e-121 1.194520e-112
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             [,31]        [,32]         [,33]         [,34]         [,35]
 [1,] 3.502406e-90 2.487265e-98 6.923306e-107 7.553283e-116 3.229921e-125
 [2,] 1.976589e-82 3.297212e-90  2.155823e-98 5.524720e-107 5.549341e-116
 [3,] 4.689264e-75 1.837424e-82  2.821954e-90  1.698718e-98 4.007992e-107
 [4,] 4.676749e-68 4.304504e-75  1.552879e-82  2.195753e-90  1.216924e-98
 [5,] 1.960852e-61 4.239345e-68  3.592429e-75  1.193188e-82  1.553330e-90
 [6,] 3.456095e-55 1.755149e-61  3.493635e-68  2.725667e-75  8.334928e-83
 [7,] 2.560839e-49 3.054816e-55  1.428312e-61  2.617538e-68  1.880169e-75
 [8,] 7.976733e-44 2.235126e-49  2.454791e-55  1.056717e-61  1.782940e-68
 [9,] 1.044535e-38 6.875029e-44  1.773623e-49  1.793413e-55  7.107764e-62
[10,] 5.750044e-34 8.889911e-39  5.387147e-44  1.279535e-49  1.191186e-55
[11,] 1.330669e-29 4.832488e-34  6.878705e-39  3.837733e-44  8.392221e-50
[12,] 1.294542e-25 1.104311e-29  3.692338e-34  4.838869e-39  2.485538e-44
[13,] 5.294394e-22 1.060879e-25  8.332025e-30  2.564884e-34  3.094702e-39
[14,] 9.102601e-19 4.284396e-22  7.904031e-26  5.715317e-30  1.619817e-34
[15,] 6.579103e-16 7.273868e-19  3.152092e-22  5.353838e-26  3.564228e-30
[16,] 1.999021e-13 5.191473e-16  5.284434e-19  2.108333e-22  3.296962e-26
[17,] 2.553403e-11 1.557640e-13  3.724340e-16  3.490315e-19  1.282077e-22
[18,] 1.371109e-09 1.964690e-11  1.103445e-13  2.429074e-16  2.095871e-19
[19,] 3.095102e-08 1.041770e-09  1.374367e-11  7.106690e-14  1.440343e-16
[20,] 2.937168e-07 2.322202e-08  7.196238e-10  8.740668e-12  4.161191e-14
[21,] 1.171746e-06 2.176100e-07  1.584014e-08  4.519316e-10  5.053827e-12
[22,] 1.965165e-06 8.572521e-07  1.465760e-07  9.823156e-09  2.580318e-10
[23,] 1.387772e-06 1.419705e-06  5.701875e-07  8.975948e-08  5.538308e-09
[24,] 4.578868e-07 9.898512e-07  9.324627e-07  3.447946e-07  4.997258e-08
[25,] 4.658763e-07 3.192622e-07  6.418973e-07  5.567991e-07  1.895557e-07
[26,] 1.613108e-06 2.992364e-07  2.027819e-07  3.784480e-07  3.022731e-07
[27,] 3.012711e-06 1.067678e-06  1.810209e-07  1.174559e-07  2.028599e-07
[28,] 3.442196e-06 2.294163e-06  7.202680e-07  1.078769e-07  6.222467e-08
[29,] 4.034130e-06 3.432004e-06  1.992503e-06  5.414316e-07  6.855993e-08
[30,] 6.408622e-06 5.025502e-06  3.936387e-06  2.010521e-06  4.759537e-07
[31,] 9.681811e-06 8.133343e-06  6.521268e-06  4.762542e-06  2.198025e-06
[32,] 1.233512e-05 1.112383e-05  1.025074e-05  8.234349e-06  5.648109e-06
[33,] 1.323824e-05 1.224393e-05  1.260964e-05  1.240500e-05  9.819508e-06
[34,] 1.080971e-05 1.176119e-05  1.201880e-05  1.383799e-05  1.423665e-05
[35,] 6.122670e-06 8.883860e-06  1.042197e-05  1.149270e-05  1.460618e-05
[36,] 2.247267e-06 4.570241e-06  7.376843e-06  9.089183e-06  1.064120e-05
[37,] 4.859983e-07 1.496020e-06  3.443079e-06  6.160111e-06  7.711440e-06
[38,] 5.461135e-08 2.938627e-07  9.817356e-07  2.649542e-06  5.107286e-06
[39,] 2.884865e-09 3.106925e-08  1.691283e-07  6.532345e-07  2.075852e-06
[40,] 6.887811e-11 1.579613e-09  1.640601e-08  9.515736e-08  4.496446e-07
[41,] 7.863022e-13 3.622535e-11  7.949875e-10  8.150778e-09  5.422850e-08
[42,] 5.424919e-15 3.759757e-13  1.762064e-11  3.689844e-10  3.905915e-09
[43,] 2.830443e-17 2.015465e-15  1.733389e-13  7.875623e-12  1.594790e-10
[44,] 9.143193e-20 7.507558e-18  7.976454e-16  7.473056e-14  3.234363e-12
[45,] 1.410528e-22 2.032698e-20  2.148496e-18  3.164808e-16  2.970962e-14
[46,] 9.461098e-26 2.965682e-23  4.394340e-21  6.749125e-19  1.199986e-16
[47,] 2.695846e-29 1.947233e-26  5.760266e-24  9.774410e-22  2.232562e-19
[48,] 3.244126e-33 5.471280e-30  3.655892e-27  1.054403e-24  2.362286e-22
[49,] 1.645659e-37 6.501857e-34  1.010325e-30  6.289186e-28  1.891455e-25
[50,] 3.515876e-42 3.257724e-38  1.184984e-34  1.698922e-31  1.001561e-28
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 5.413596e-135 3.556429e-145 9.157496e-156 9.241978e-167 3.655912e-178
 [2,] 2.184793e-125 3.371423e-135 2.039157e-145 4.834082e-156 4.491792e-167
 [3,] 3.706550e-116 1.343529e-125 1.908793e-135 1.062910e-145 2.319938e-156
 [4,] 2.643508e-107 2.250775e-116 7.511349e-126 9.824948e-136 5.037143e-146
 [5,]  7.926031e-99 1.585193e-107 1.242633e-116 3.817949e-126 4.597895e-136
 [6,]  9.990060e-91  4.693195e-99 8.641785e-108 6.236851e-117 1.764284e-126
 [7,]  5.293435e-83  5.841342e-91  2.526515e-99 4.283104e-108 2.846009e-117
 [8,]  1.179103e-75  3.056335e-83  3.105164e-91  1.236505e-99 1.929957e-108
 [9,]  1.104136e-68  6.722739e-76  1.604369e-83  1.500688e-91 5.501950e-100
[10,]  4.346540e-62  6.216443e-69  3.484773e-76  7.656589e-84  6.593806e-92
[11,]  7.193088e-56  2.416508e-62  3.181964e-69  1.642218e-76  3.322050e-84
[12,]  5.004181e-50  3.948935e-56  1.221410e-62  1.480715e-69  7.035921e-77
[13,]  1.463545e-44  2.712861e-50  1.970985e-56  5.612653e-63  6.264584e-70
[14,]  1.799399e-39  7.834718e-45  1.337068e-50  8.943614e-57  2.344831e-63
[15,]  9.300398e-35  9.512002e-40  3.813086e-45  5.991160e-51  3.689639e-57
[16,]  2.020805e-30  4.854776e-35  4.571389e-40  1.687164e-45  2.440644e-51
[17,]  1.845861e-26  1.041641e-30  2.303942e-35  1.997355e-40  6.786986e-46
[18,]  7.088004e-23  9.395450e-27  4.881412e-31  9.940401e-36  7.934144e-41
[19,]  1.144194e-19  3.562605e-23  4.347804e-27  2.079712e-31  3.899184e-36
[20,]  7.764721e-17  5.678954e-20  1.627965e-23  1.829165e-27  8.055601e-32
[21,]  2.215149e-14  3.805571e-17  2.562543e-20  6.763223e-24  6.996376e-28
[22,]  2.656625e-12  1.072066e-14  1.695692e-17  1.051246e-20  2.554454e-24
[23,]  1.339394e-10  1.269621e-12  4.717091e-15  6.869200e-18  3.920798e-21
[24,]  2.838819e-09  6.320885e-11  5.516358e-13  1.886945e-15  2.529892e-18
[25,]  2.529397e-08  1.322914e-09  2.711943e-11  2.179023e-13  6.862448e-16
[26,]  9.474303e-08  1.163955e-08  5.604790e-10  1.057829e-11  7.825407e-14
[27,]  1.491882e-07  4.305183e-08  4.869555e-09  2.158838e-10  3.751338e-12
[28,]  9.886646e-08  6.694278e-08  1.778565e-08  1.852147e-09  7.559897e-11
[29,]  3.037850e-08  4.381279e-08  2.730910e-08  6.680068e-09  6.404652e-10
[30,]  5.021709e-08  1.392044e-08  1.765819e-08  1.012852e-08  2.281007e-09
[31,]  4.660170e-07  4.226561e-08  6.233607e-09  6.476425e-09  3.415255e-09
[32,]  2.399325e-06  4.657908e-07  3.777531e-08  2.925666e-09  2.164863e-09
[33,]  6.325163e-06  2.491724e-06  4.476338e-07  3.323381e-08  1.545540e-09
[34,]  1.094617e-05  6.589403e-06  2.410011e-06  4.020850e-07  2.760458e-08
[35,]  1.545082e-05  1.138013e-05  6.353234e-06  2.152936e-06  3.337117e-07
[36,]  1.483034e-05  1.587117e-05  1.104265e-05  5.661912e-06  1.770771e-06
[37,]  9.555755e-06  1.452457e-05  1.546437e-05  1.002232e-05  4.665598e-06
[38,]  6.316019e-06  8.376239e-06  1.376272e-05  1.433282e-05  8.536150e-06
[39,]  4.134514e-06  4.976863e-06  7.227016e-06  1.264852e-05  1.268202e-05
[40,]  1.626206e-06  3.215195e-06  3.776317e-06  6.184929e-06  1.130278e-05
[41,]  3.196511e-07  1.242952e-06  2.370101e-06  2.776004e-06  5.280628e-06
[42,]  3.228223e-08  2.292469e-07  9.062405e-07  1.641215e-06  2.002342e-06
[43,]  1.875910e-09  2.018234e-08  1.607128e-07  6.197976e-07  1.063283e-06
[44,]  6.548475e-11  9.417017e-10  1.291984e-08  1.071931e-07  3.932873e-07
[45,]  1.227493e-12  2.646551e-11  5.039558e-10  8.151504e-09  6.677501e-08
[46,]  1.084370e-14  4.366946e-13  1.104757e-11  2.818779e-10  4.906386e-09
[47,]  4.235757e-17  3.640482e-15  1.498468e-13  4.946330e-12  1.578270e-10
[48,]  7.321074e-20  1.376359e-17  1.134307e-15  5.195829e-14  2.366034e-12
[49,]  6.242264e-23  2.278745e-20  4.106684e-18  3.348578e-16  1.916781e-14
[50,]  3.525908e-26  1.718198e-23  6.582419e-21  1.129987e-18  9.737666e-17
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 5.668406e-190 3.444695e-202 8.205293e-215 7.660408e-228 2.803267e-241
 [2,] 1.635911e-178 2.335202e-190 1.306599e-202 2.865334e-215 2.462988e-228
 [3,] 1.984680e-167 6.654724e-179 8.746248e-191 4.505357e-203 9.096832e-216
 [4,] 1.012215e-156 7.972355e-168 2.461231e-179 2.978065e-191 1.412437e-203
 [5,] 2.170312e-146 4.015237e-157 2.911732e-168 8.275770e-180 9.219722e-192
 [6,] 1.956167e-136 8.500987e-147 1.448050e-157 9.667518e-169 2.529871e-180
 [7,] 7.412218e-127 7.566351e-137 3.027435e-147 4.747676e-158 2.918359e-169
 [8,] 1.180684e-117 2.831043e-127 2.660779e-137 9.801433e-148 1.415211e-158
 [9,] 7.906372e-109 4.453125e-118 9.831084e-128 8.506619e-138 2.885112e-148
[10,] 2.225724e-100 2.944650e-109 1.527019e-118 3.103665e-128 2.472605e-138
[11,]  2.634000e-92 8.185648e-101 9.970984e-110 4.760397e-119 8.908352e-129
[12,]  1.310403e-84  9.565695e-93 2.737004e-101 3.069411e-110 1.349221e-119
[13,]  2.740631e-77  4.699343e-85  3.158423e-93 8.320026e-102 8.590670e-111
[14,]  2.409596e-70  9.705219e-78  1.532190e-85  9.480727e-94 2.299419e-102
[15,]  8.906173e-64  8.426109e-71  3.124701e-78  4.541637e-86  2.587397e-94
[16,]  1.383841e-57  3.075365e-64  2.678873e-71  9.145990e-79  1.223927e-86
[17,]  9.039263e-52  4.718656e-58  9.654904e-65  7.742857e-72  2.433885e-79
[18,]  2.482164e-46  3.043621e-52  1.462832e-58  2.755639e-65  2.034676e-72
[19,]  2.865356e-41  8.253030e-47  9.317327e-53  4.122817e-59  7.150579e-66
[20,]  1.390520e-36  9.407771e-42  2.494818e-47  2.593082e-53  1.056422e-59
[21,]  2.836788e-32  4.508283e-37  2.808260e-42  6.856296e-48  6.561226e-54
[22,]  2.432911e-28  9.082076e-33  1.328879e-37  7.621005e-43  1.713096e-48
[23,]  8.771564e-25  7.691492e-29  2.643535e-33  3.561120e-38  1.880314e-43
[24,]  1.329472e-21  2.738340e-25  2.210732e-29  6.995398e-34  8.676215e-39
[25,]  8.470918e-19  4.098392e-22  7.772062e-26  5.776799e-30  1.682981e-34
[26,]  2.268991e-16  2.578638e-19  1.148649e-22  2.005455e-26  1.372394e-30
[27,]  2.554974e-14  6.820543e-17  7.136578e-20  2.926782e-23  4.704686e-27
[28,]  1.209458e-12  7.583994e-15  1.863989e-17  1.795637e-20  6.780051e-24
[29,]  2.406825e-11  3.545082e-13  2.046659e-15  4.631218e-18  4.107557e-21
[30,]  2.013493e-10  6.966371e-12  9.447133e-14  5.021397e-16  1.046134e-18
[31,]  7.081190e-10  5.754895e-11  1.833180e-12  2.288782e-14  1.120060e-16
[32,]  1.046996e-09  1.998567e-10  1.495409e-11  4.385648e-13  5.041323e-15
[33,]  6.621784e-10  2.918303e-10  5.128229e-11  3.532771e-12  9.538954e-14
[34,]  9.244106e-10  1.872827e-10  7.396579e-11  1.196323e-11  7.587622e-13
[35,]  2.125725e-08  5.861834e-10  5.025137e-11  1.705228e-11  2.537275e-12
[36,]  2.547265e-07  1.506348e-08  3.667728e-10  1.351483e-11  3.578996e-12
[37,]  1.339330e-06  1.784566e-07  9.791226e-09  2.168572e-10  3.964559e-12
[38,]  3.560198e-06  9.312249e-07  1.146221e-07  5.828166e-09  1.187419e-10
[39,]  6.856947e-06  2.523306e-06  5.954130e-07  6.745196e-08  3.173683e-09
[40,]  1.077024e-05  5.235502e-06  1.670449e-06  3.505959e-07  3.635756e-08
[41,]  9.856332e-06  8.848287e-06  3.843888e-06  1.043225e-06  1.907759e-07
[42,]  4.515724e-06  8.432991e-06  7.103288e-06  2.754864e-06  6.245406e-07
[43,]  1.445932e-06  3.876821e-06  7.121611e-06  5.626245e-06  1.956689e-06
[44,]  6.461686e-07  1.070681e-06  3.339857e-06  5.955021e-06  4.417317e-06
[45,]  2.300947e-07  3.730823e-07  8.272208e-07  2.871142e-06  4.914773e-06
[46,]  3.841613e-08  1.238398e-07  2.105338e-07  6.659039e-07  2.434127e-06
[47,]  2.757792e-09  2.028217e-08  6.145837e-08  1.215014e-07  5.465033e-07
[48,]  8.499671e-11  1.429952e-09  9.795699e-09  2.839952e-08  7.505542e-08
[49,]  1.158966e-12  4.288757e-11  6.794754e-10  4.324434e-09  1.250859e-08
[50,]  7.674564e-15  5.540310e-13  1.998163e-11  2.948690e-10  1.748417e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 4.020594e-255 2.260214e-269 4.980416e-284 4.301233e-299 1.455975e-314
 [2,] 8.297804e-242 1.095715e-255 5.671373e-270 1.150511e-284 9.148014e-300
 [3,] 7.198890e-229 2.232927e-242 2.714807e-256 1.293648e-270 2.416165e-285
 [4,] 2.625542e-216 1.912945e-229 5.463122e-243 6.114942e-257 2.682733e-271
 [5,] 4.025713e-204 6.889717e-217 4.621834e-230 1.215181e-243 1.252279e-257
 [6,] 2.594764e-192 1.043112e-204 1.643682e-217 1.015123e-230 2.457274e-244
 [7,] 7.030933e-181 6.639278e-193 2.457434e-205 3.564985e-218 2.027063e-231
 [8,] 8.008844e-170 1.776447e-181 1.544498e-193 5.263051e-206 7.029454e-219
 [9,] 3.835184e-159 1.998221e-170 4.080869e-182 3.266463e-194 1.024794e-206
[10,] 7.720637e-149 9.448984e-160 4.532821e-171 8.522529e-183 6.280614e-195
[11,] 6.533870e-139 1.878353e-149 2.116581e-160 9.347806e-172 1.618147e-183
[12,] 2.324507e-129 1.569683e-139 4.154739e-150 4.310156e-161 1.752572e-172
[13,] 3.476558e-120 5.514492e-130 3.428557e-140 8.354787e-151 7.979820e-162
[14,] 2.185824e-111 8.144151e-121 1.189394e-130 6.808077e-141 1.527414e-151
[15,] 5.777432e-103 5.056388e-112 1.734581e-121 2.332212e-131 1.229066e-141
[16,]  6.419511e-95 1.319721e-103 1.063433e-112 3.358601e-122 4.157576e-132
[17,]  2.998619e-87  1.448025e-95 2.740808e-104 2.033300e-113 5.912320e-123
[18,]  5.888319e-80  6.679146e-88  2.969596e-96 5.174817e-105 3.534486e-114
[19,]  4.860846e-73  1.295138e-80  1.352592e-88  5.536549e-97 8.882702e-106
[20,]  1.686875e-66  1.055752e-73  2.589922e-81  2.490197e-89  9.384570e-98
[21,]  2.460963e-60  3.617919e-67  2.084769e-74  4.708468e-82  4.168070e-90
[22,]  1.509303e-54  5.212006e-61  7.054691e-68  3.742608e-75  7.782236e-83
[23,]  3.891345e-49  3.156479e-55  1.003576e-61  1.250608e-68  6.108379e-76
[24,]  4.217690e-44  8.036234e-50  6.001696e-56  1.756790e-62  2.015577e-69
[25,]  1.921756e-39  8.601035e-45  1.508851e-50  1.037449e-56  2.795896e-63
[26,]  3.681056e-35  3.869900e-40  1.594664e-45  2.575517e-51  1.630397e-57
[27,]  2.964142e-31  7.319832e-36  7.085082e-41  2.687911e-46  3.996856e-52
[28,]  1.003405e-27  5.820402e-32  1.323339e-36  1.179277e-41  4.119023e-47
[29,]  1.427912e-24  1.945596e-28  1.039069e-32  2.175023e-37  1.784501e-42
[30,]  8.542395e-22  2.734046e-25  3.429825e-29  1.686421e-33  3.250078e-38
[31,]  2.148367e-19  1.615137e-22  4.759374e-26  5.496911e-30  2.488406e-34
[32,]  2.271362e-17  4.011084e-20  2.776362e-23  7.532158e-27  8.009336e-31
[33,]  1.009526e-15  4.187628e-18  6.808586e-21  4.338858e-24  1.083746e-27
[34,]  1.886240e-14  1.837901e-16  7.019154e-19  1.050698e-21  6.164593e-25
[35,]  1.481588e-13  3.390994e-15  3.042031e-17  1.069624e-19  1.474118e-22
[36,]  4.892440e-13  2.630174e-14  5.542369e-16  4.577602e-18  1.481884e-20
[37,]  6.854640e-13  8.576975e-14  4.244987e-15  8.235557e-17  6.262442e-19
[38,]  1.344764e-12  1.205585e-13  1.367182e-14  6.228742e-16  1.112562e-17
[39,]  5.969718e-11  5.101519e-13  1.979509e-14  1.981908e-15  8.309226e-17
[40,]  1.579854e-09  2.745518e-11  1.988274e-13  3.156030e-15  2.614202e-16
[41,]  1.795647e-08  7.186048e-10  1.153122e-11  7.457557e-14  5.267434e-16
[42,]  9.661921e-08  8.138144e-09  2.986278e-10  4.419096e-12  2.605019e-14
[43,]  3.663754e-07  4.614961e-08  3.397052e-09  1.134361e-10  1.544642e-12
[44,]  1.389415e-06  2.154283e-07  2.124172e-08  1.316043e-09  3.945110e-11
[45,]  3.423854e-06  9.831710e-07  1.285486e-07  9.693956e-09  4.799958e-10
[46,]  3.961973e-06  2.587749e-06  6.832441e-07  7.735676e-08  4.500483e-09
[47,]  2.002642e-06  3.073486e-06  1.876100e-06  4.572157e-07  4.594295e-08
[48,]  4.433525e-07  1.572267e-06  2.259388e-06  1.284274e-06  2.892553e-07
[49,]  5.017670e-08  3.456560e-07  1.160810e-06  1.553622e-06  8.196825e-07
[50,]  5.490225e-09  3.505469e-08  2.537105e-07  7.969760e-07  9.896493e-07

> 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  
  -113.7583       0.9693  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ik4b1257376634.ps tmp/1ik4b1257376634.png")
> system("convert tmp/28usn1257376634.ps tmp/28usn1257376634.png")
> system("convert tmp/3x9f41257376634.ps tmp/3x9f41257376634.png")
> system("convert tmp/4ma0l1257376634.ps tmp/4ma0l1257376634.png")
> system("convert tmp/5x1q21257376634.ps tmp/5x1q21257376634.png")
> system("convert tmp/66e6j1257376634.ps tmp/66e6j1257376634.png")
> system("convert tmp/7df701257376634.ps tmp/7df701257376634.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.074   2.060   3.523