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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'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(8.6,8.5,8.3,7.8,7.8,8,8.6,8.9,8.9,8.6,8.3,8.3,8.3,8.4,8.5,8.4,8.6,8.5,8.5,8.4,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.6,8.4,8.1,8,8,8,8,7.9,7.8,7.8,7.9,8.1,8,7.6,7.3,7,6.8,7,7.1,7.2,7.1,6.9,6.7,6.7,6.6,6.9,7.3,7.5,7.3,7.1,6.9,7.1)
> y <- c(1.9,1.6,1.7,2,2.5,2.4,2.3,2.3,2.1,2.4,2.2,2.4,1.9,2.1,2.1,2.1,2,2.1,2.2,2.2,2.6,2.5,2.3,2.2,2.4,2.3,2.2,2.5,2.5,2.5,2.4,2.3,1.7,1.6,1.9,1.9,1.8,1.8,1.9,1.9,1.9,1.9,1.8,1.7,2.1,2.6,3.1,3.1,3.2,3.3,3.6,3.3,3.7,4,4,3.8,3.6,3.2,2.1,1.6)
> x <- c(8.9,8.9,8.9,8.9,9,9,9,9,9,9,9,9.1,9,9.1,9.1,9,9,9,9,8.9,8.9,8.9,8.9,8.8,8.8,8.7,8.7,8.5,8.5,8.4,8.2,8.2,8.1,8.1,8,7.9,7.8,7.7,7.6,7.5,7.5,7.5,7.5,7.5,7.4,7.4,7.3,7.3,7.3,7.2,7.2,7.3,7.4,7.4,7.5,7.6,7.7,7.9,8,8.2)
> par7 = 'Werkloosheid België'
> par6 = 'Inflatie'
> par5 = 'Werkloosheid eurogebied'
> 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/1bb511257168924.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/2cjyp1257168924.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/3l9mk1257168924.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/4dbjs1257168924.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/5tvub1257168924.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  
     5.6466      -0.3941  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ktgn1257168924.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] 1.344495 1.403904 1.463312 1.522720 1.582129 1.641537 1.700945 1.760354
 [9] 1.819762 1.879170 1.938579 1.997987 2.057395 2.116804 2.176212 2.235621
[17] 2.295029 2.354437 2.413846 2.473254 2.532662 2.592071 2.651479 2.710887
[25] 2.770296 2.829704 2.889113 2.948521 3.007929 3.067338 3.126746 3.186154
[33] 3.245563 3.304971 3.364379 3.423788 3.483196 3.542605 3.602013 3.661421
[41] 3.720830 3.780238 3.839646 3.899055 3.958463 4.017871 4.077280 4.136688
[49] 4.196096 4.255505

$yords
 [1] 6.325696 6.383831 6.441966 6.500101 6.558236 6.616370 6.674505 6.732640
 [9] 6.790775 6.848910 6.907045 6.965179 7.023314 7.081449 7.139584 7.197719
[17] 7.255854 7.313989 7.372123 7.430258 7.488393 7.546528 7.604663 7.662798
[25] 7.720933 7.779067 7.837202 7.895337 7.953472 8.011607 8.069742 8.127877
[33] 8.186011 8.244146 8.302281 8.360416 8.418551 8.476686 8.534821 8.592955
[41] 8.651090 8.709225 8.767360 8.825495 8.883630 8.941764 8.999899 9.058034
[49] 9.116169 9.174304

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.449953e-07 5.468888e-06 3.515096e-05 1.978307e-04 9.749657e-04
 [2,] 4.143231e-06 2.811575e-05 1.670352e-04 8.688555e-04 3.957285e-03
 [3,] 1.967116e-05 1.234184e-04 6.778358e-04 3.259141e-03 1.371995e-02
 [4,] 7.975077e-05 4.627157e-04 2.349787e-03 1.044534e-02 4.064803e-02
 [5,] 2.763461e-04 1.483118e-03 6.965780e-03 2.863422e-02 1.030321e-01
 [6,] 8.205120e-04 4.074844e-03 1.770715e-02 6.733691e-02 2.241208e-01
 [7,] 2.100593e-03 9.659275e-03 3.886102e-02 1.368093e-01 4.215227e-01
 [8,] 4.703523e-03 2.005073e-02 7.478343e-02 2.440820e-01 6.973095e-01
 [9,] 9.486058e-03 3.757681e-02 1.302652e-01 3.953191e-01 1.050628e+00
[10,] 1.810586e-02 6.690028e-02 2.164647e-01 6.136505e-01 1.525151e+00
[11,] 3.456800e-02 1.196056e-01 3.627456e-01 9.650689e-01 2.254386e+00
[12,] 6.735879e-02 2.185285e-01 6.220605e-01 1.555204e+00 3.418768e+00
[13,] 1.293061e-01 3.927143e-01 1.047405e+00 2.455878e+00 5.068655e+00
[14,] 2.309012e-01 6.550166e-01 1.632956e+00 3.581775e+00 6.921163e+00
[15,] 3.670396e-01 9.710987e-01 2.259457e+00 4.628702e+00 8.359617e+00
[16,] 5.068909e-01 1.249988e+00 2.712551e+00 5.186399e+00 8.748293e+00
[17,] 6.012404e-01 1.381734e+00 2.796248e+00 4.989395e+00 7.859558e+00
[18,] 6.094729e-01 1.305521e+00 2.464345e+00 4.104735e+00 6.041820e+00
[19,] 5.269538e-01 1.052488e+00 1.854155e+00 2.886049e+00 3.979042e+00
[20,] 3.884006e-01 7.239523e-01 1.192393e+00 1.741819e+00 2.273947e+00
[21,] 2.442790e-01 4.261563e-01 6.610759e-01 9.235457e-01 1.195920e+00
[22,] 1.318336e-01 2.179958e-01 3.289476e-01 4.740752e-01 7.038710e-01
[23,] 6.269389e-02 1.036927e-01 1.708991e-01 3.049668e-01 6.057013e-01
[24,] 2.930772e-02 5.695496e-02 1.238869e-01 2.931106e-01 6.905619e-01
[25,] 1.774093e-02 4.675344e-02 1.280692e-01 3.343204e-01 7.905786e-01
[26,] 1.616173e-02 4.991376e-02 1.421961e-01 3.615502e-01 8.097952e-01
[27,] 1.741871e-02 5.382761e-02 1.472665e-01 3.541811e-01 7.473854e-01
[28,] 1.924256e-02 5.738586e-02 1.506865e-01 3.484546e-01 7.111980e-01
[29,] 2.533096e-02 7.466098e-02 1.943809e-01 4.479343e-01 9.173818e-01
[30,] 4.871660e-02 1.420293e-01 3.649216e-01 8.284962e-01 1.670728e+00
[31,] 1.164861e-01 3.241471e-01 7.931550e-01 1.712870e+00 3.286005e+00
[32,] 2.702195e-01 7.043602e-01 1.615043e+00 3.272500e+00 5.904751e+00
[33,] 5.519147e-01 1.342426e+00 2.877413e+00 5.465245e+00 9.279334e+00
[34,] 9.721027e-01 2.210359e+00 4.442495e+00 7.944452e+00 1.276466e+01
[35,] 1.482503e+00 3.169607e+00 6.018314e+00 1.022514e+01 1.570181e+01
[36,] 1.996900e+00 4.060589e+00 7.381370e+00 1.208468e+01 1.796941e+01
[37,] 2.474874e+00 4.872905e+00 8.632558e+00 1.382765e+01 2.010915e+01
[38,] 3.001082e+00 5.821285e+00 1.016926e+01 1.600730e+01 2.269335e+01
[39,] 3.746278e+00 7.164730e+00 1.225438e+01 1.870620e+01 2.543307e+01
[40,] 4.782713e+00 8.854479e+00 1.452510e+01 2.107399e+01 2.700540e+01
[41,] 5.900698e+00 1.035316e+01 1.599327e+01 2.173368e+01 2.597279e+01
[42,] 6.639465e+00 1.089298e+01 1.568482e+01 1.982246e+01 2.200885e+01
[43,] 6.573306e+00 1.002186e+01 1.339681e+01 1.572320e+01 1.626768e+01
[44,] 5.626824e+00 7.957610e+00 9.879195e+00 1.082118e+01 1.060242e+01
[45,] 4.135478e+00 5.434321e+00 6.308573e+00 6.578637e+00 6.421888e+00
[46,] 2.609152e+00 3.213371e+00 3.572679e+00 3.763416e+00 4.104712e+00
[47,] 1.426883e+00 1.694267e+00 1.931019e+00 2.323286e+00 3.181027e+00
[48,] 7.003415e-01 8.657421e-01 1.150461e+00 1.748056e+00 2.881910e+00
[49,] 3.385729e-01 4.972423e-01 8.357304e-01 1.501081e+00 2.608992e+00
[50,] 1.872194e-01 3.469161e-01 6.764387e-01 1.260640e+00 2.127202e+00
              [,6]        [,7]        [,8]       [,9]      [,10]      [,11]
 [1,]  0.004207632  0.01590180  0.05262781  0.1525245  0.3870876  0.8602245
 [2,]  0.015782659  0.05512051  0.16858070  0.4515131  1.0590215  2.1752946
 [3,]  0.050571301  0.16322435  0.46133649  1.1418877  2.4752865  4.6996073
 [4,]  0.138490250  0.41314163  1.07923282  2.4689246  4.9468824  8.6831707
 [5,]  0.324548100  0.89506666  2.16150518  4.5714318  8.4693861 13.7515151
 [6,]  0.652974378  1.66557424  3.72024476  7.2785304 12.4793443 18.7678013
 [7,]  1.136876482  2.68470220  5.55282625 10.0646182 16.0013214 22.3551814
 [8,]  1.744230564  3.82160244  7.33854940 12.3631058 18.3051114 23.9013891
 [9,]  2.446547274  4.99539703  8.95282186 14.1084375 19.6090254 24.1733368
[10,]  3.326043744  6.37182888 10.74091295 15.9728874 21.0458802 24.7542837
[11,]  4.629373507  8.36948761 13.34925214 18.8413479 23.6443745 26.5882527
[12,]  6.617136351 11.29555557 17.04111915 22.7874882 27.1248028 28.9370153
[13,]  9.221125956 14.81085080 21.04332483 26.5129537 29.7256784 29.8192005
[14,] 11.798245013 17.76899044 23.68314692 27.9913168 29.4181753 27.6116510
[15,] 13.327953241 18.78383010 23.43556544 25.9280302 25.4968775 22.3741666
[16,] 13.034854685 17.17798308 20.05028462 20.7649435 19.1391684 15.7981652
[17,] 10.944539659 13.49221061 14.75510462 14.3684996 12.5624631 10.0460316
[18,]  7.873063766  9.10940535  9.41478614  8.8103863  7.6897661  6.6089072
[19,]  4.881927645  5.38478142  5.46370973  5.3416423  5.3905959  5.9020864
[20,]  2.699515173  3.02558835  3.41735046  4.1623520  5.5064097  7.4260151
[21,]  1.519189553  2.04424570  3.02979277  4.7325003  7.1947402 10.0472948
[22,]  1.150888137  2.04721457  3.66386357  6.1389236  9.2533260 12.3274156
[23,]  1.258168896  2.51247381  4.57026968  7.3847596 10.4912699 13.0540531
[24,]  1.509633357  2.95423725  5.09795113  7.7131172 10.2128879 11.8367205
[25,]  1.656234963  3.04750507  4.91045385  6.9259804  8.5646569  9.3298810
[26,]  1.590347744  2.73561881  4.12598157  5.4768451  6.4565176  6.8982986
[27,]  1.384679707  2.25920499  3.26900608  4.2585064  5.1453257  6.0588238
[28,]  1.287393951  2.08661497  3.08311940  4.2830622  5.8378377  8.1044843
[29,]  1.682763553  2.80350256  4.34050444  6.4437757  9.4532551 13.8652864
[30,]  3.021006111  4.97671020  7.64835612 11.2808266 16.3289977 23.2772571
[31,]  5.661957759  8.91530872 13.13890528 18.6009694 25.7452922 34.8133067
[32,]  9.604361303 14.34064427 20.12004261 27.1415900 35.6608691 45.4522469
[33,] 14.271684733 20.25032265 27.08427548 34.7924675 43.2761954 51.7912467
[34,] 18.679747274 25.32548749 32.38288638 39.5793520 46.4158441 51.8669361
[35,] 22.064934736 28.76181567 35.20419781 40.7753270 44.7426415 46.2712908
[36,] 24.477457643 30.78169854 35.94736522 39.1187148 39.7067284 37.5534979
[37,] 26.629419017 32.17354018 35.51820903 35.8914867 33.2922139 28.4835195
[38,] 28.947235359 33.19761510 34.23716772 31.8217307 26.8068532 20.7357285
[39,] 30.749452090 33.03666533 31.56777192 26.9307012 20.7355804 14.8400444
[40,] 30.544104600 30.50397859 26.97244750 21.2979049 15.3930482 10.8760851
[41,] 27.311557050 25.33834443 20.91039899 15.7066752 11.3900450  8.9530572
[42,] 21.537536362 18.74853459 14.88316219 11.4306079  9.4267547  9.1258226
[43,] 15.004385914 12.70071461 10.52503576  9.4334972  9.7295158 11.0335681
[44,]  9.619977444  8.69153117  8.61649337  9.7215404 11.6740101 13.6923347
[45,]  6.363511216  7.02431242  8.74105323 11.2864389 13.9053774 15.7216218
[46,]  5.050310416  6.92862138  9.65587586 12.6283794 14.9556055 15.9783027
[47,]  4.794240585  7.20630012 10.04017649 12.5578572 14.0217860 14.1771472
[48,]  4.662964898  6.92653289  9.18236661 10.7952792 11.3529835 10.9778974
[49,]  4.131370200  5.81388364  7.22458166  7.9670746  7.9445696  7.4676487
[50,]  3.179875802  4.18536934  4.86329490  5.0517618  4.8340205  4.5098980
          [,12]     [,13]     [,14]     [,15]     [,16]     [,17]     [,18]
 [1,]  1.673937  2.852311  4.256275  5.563735  6.375574  6.414775  5.686221
 [2,]  3.913192  6.165984  8.512879 10.305889 10.958624 10.271233  8.546945
 [3,]  7.816396 11.392582 14.563324 16.356014 16.197959 14.250780 11.299151
 [4,] 13.357557 18.023873 21.370774 22.349489 20.772628 17.412621 13.506075
 [5,] 19.585458 24.512859 27.062637 26.557591 23.511475 19.270710 15.183236
 [6,] 24.802997 28.912707 29.953848 27.986946 24.197788 20.100000 16.672458
 [7,] 27.544725 30.149913 29.730811 27.074572 23.618885 20.516115 18.112707
 [8,] 27.705119 28.872513 27.667215 25.224070 22.732320 20.732073 19.103742
 [9,] 26.708257 26.939036 25.532321 23.565988 21.788840 20.317961 19.002194
[10,] 26.330912 25.866491 24.164220 22.139133 20.292635 18.713334 17.534565
[11,] 27.135921 25.634954 23.014062 20.193652 17.719295 15.873837 15.040675
[12,] 27.970243 24.914284 20.948654 17.140505 14.153054 12.370734 12.157132
[13,] 27.002309 22.395370 17.414166 13.172530 10.274978  8.973464  9.393429
[14,] 23.316588 17.952924 12.924047  9.129862  6.905388  6.242395  7.021697
[15,] 17.654349 12.723785  8.659919  5.956401  4.621582  4.443743  5.206362
[16,] 11.839671  8.297156  5.752640  4.283990  3.670495  3.649712  4.073276
[17,]  7.633435  5.861809  4.831024  4.315683  4.017864  3.775900  3.625080
[18,]  5.975782  5.840588  5.920224  5.827890  5.339689  4.520008  3.650761
[19,]  6.861360  7.893288  8.452472  8.150533  6.992803  5.360647  3.781599
[20,]  9.496556 11.009015 11.326084 10.254770  8.160466  5.745965  3.689603
[21,] 12.516864 13.737328 13.217711 11.136244  8.232910  5.398632  3.288801
[22,] 14.412098 14.748766 13.207844 10.370340  7.190271  4.514108  2.804837
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[13,] 8.302121e+01 1.037813e+02 1.237312e+02 1.372469e+02 1.398262e+02
[14,] 1.032240e+02 1.273498e+02 1.476080e+02 1.583687e+02 1.562575e+02
[15,] 1.211369e+02 1.450536e+02 1.629339e+02 1.699441e+02 1.640319e+02
[16,] 1.316050e+02 1.530325e+02 1.678118e+02 1.720646e+02 1.645431e+02
[17,] 1.326054e+02 1.512762e+02 1.639891e+02 1.673977e+02 1.602811e+02
[18,] 1.256350e+02 1.426637e+02 1.548343e+02 1.587573e+02 1.527443e+02
[19,] 1.139740e+02 1.305049e+02 1.428175e+02 1.471948e+02 1.415509e+02
[20,] 1.004302e+02 1.165806e+02 1.283652e+02 1.319373e+02 1.253496e+02
[21,] 8.619229e+01 1.009277e+02 1.106766e+02 1.120102e+02 1.037437e+02
[22,] 7.124704e+01 8.311289e+01 8.954496e+01 8.808079e+01 7.860454e+01
[23,] 5.559620e+01 6.367685e+01 6.655146e+01 6.294479e+01 5.363586e+01
[24,] 4.008571e+01 4.450460e+01 4.466811e+01 4.029332e+01 3.256514e+01
[25,] 2.622798e+01 2.795024e+01 2.673786e+01 2.286557e+01 1.744079e+01
[26,] 1.536421e+01 1.560198e+01 1.414576e+01 1.141603e+01 8.186604e+00
[27,] 7.979623e+00 7.679308e+00 6.570169e+00 4.985706e+00 3.351198e+00
[28,] 3.647675e+00 3.312456e+00 2.664867e+00 1.895844e+00 1.191489e+00
[29,] 1.459164e+00 1.245922e+00 9.397472e-01 6.252485e-01 3.666748e-01
[30,] 5.083562e-01 4.069150e-01 2.870430e-01 1.782482e-01 9.738429e-02
[31,] 1.536849e-01 1.149974e-01 7.570239e-02 4.380112e-02 2.226447e-02
[32,] 4.035084e-02 2.808767e-02 1.720504e-02 9.258081e-03 4.372901e-03
[33,] 9.487621e-03 6.004016e-03 3.384597e-03 1.684714e-03 7.374365e-04
[34,] 2.454546e-03 1.246012e-03 6.046969e-04 2.695323e-04 1.076942e-04
[35,] 1.197904e-03 3.889368e-04 1.293663e-04 4.393543e-05 1.461917e-05
[36,] 1.025960e-03 2.491036e-04 5.576787e-05 1.202899e-05 2.623047e-06
[37,] 9.116191e-04 1.968458e-04 3.744235e-05 6.337622e-06 9.745728e-07
[38,] 7.097280e-04 1.413006e-04 2.459978e-05 3.750276e-06 5.022785e-07
[39,] 4.715652e-04 8.699592e-05 1.402111e-05 1.974466e-06 2.430356e-07
[40,] 2.664894e-04 4.557983e-05 6.810436e-06 8.889227e-07 1.013526e-07
[41,] 1.280546e-04 2.030404e-05 2.812732e-06 3.404010e-07 3.598602e-08
[42,] 5.233481e-05 7.690846e-06 9.876249e-07 1.108120e-07 1.086196e-08
[43,] 1.819853e-05 2.477893e-06 2.948929e-07 3.066943e-08 2.787024e-09
[44,] 5.387170e-06 6.793525e-07 7.490266e-08 7.218849e-09 6.080251e-10
[45,] 1.358503e-06 1.585833e-07 1.619173e-08 1.445571e-09 1.128197e-10
[46,] 2.920902e-07 3.154188e-08 2.980683e-09 2.463979e-10 1.781189e-11
[47,] 5.360581e-08 5.350468e-09 4.676323e-10 3.577202e-11 2.394028e-12
[48,] 8.408989e-09 7.749645e-10 6.258825e-11 4.427125e-12 2.741229e-13
[49,] 1.129372e-09 9.598172e-11 7.155205e-12 4.675540e-13 2.676363e-14
[50,] 1.301193e-10 1.018289e-11 6.997738e-13 4.219372e-14 2.230581e-15
             [,40]        [,41]        [,42]        [,43]        [,44]
 [1,] 6.292048e+00 5.993985e+00 5.139228e+00 3.930171e+00 2.672827e+00
 [2,] 1.047436e+01 9.323631e+00 7.466298e+00 5.356169e+00 3.449638e+00
 [3,] 1.506299e+01 1.256067e+01 9.477954e+00 6.490263e+00 4.078890e+00
 [4,] 1.894614e+01 1.497944e+01 1.090308e+01 7.407098e+00 4.794711e+00
 [5,] 2.147502e+01 1.659962e+01 1.222166e+01 8.741167e+00 6.143445e+00
 [6,] 2.331730e+01 1.861769e+01 1.470680e+01 1.149758e+01 8.738028e+00
 [7,] 2.657524e+01 2.306832e+01 1.987099e+01 1.652365e+01 1.289704e+01
 [8,] 3.393497e+01 3.182971e+01 2.862443e+01 2.398275e+01 1.843615e+01
 [9,] 4.730405e+01 4.555079e+01 4.067169e+01 3.319592e+01 2.478587e+01
[10,] 6.664382e+01 6.309487e+01 5.451776e+01 4.296782e+01 3.135029e+01
[11,] 8.957782e+01 8.182281e+01 6.809657e+01 5.217272e+01 3.780158e+01
[12,] 1.121078e+02 9.864832e+01 7.966422e+01 6.018563e+01 4.405048e+01
[13,] 1.302649e+02 1.113362e+02 8.841212e+01 6.687629e+01 4.994807e+01
[14,] 1.418150e+02 1.192590e+02 9.443731e+01 7.224931e+01 5.502999e+01
[15,] 1.468916e+02 1.231307e+02 9.815661e+01 7.604679e+01 5.850203e+01
[16,] 1.471311e+02 1.239438e+02 9.958985e+01 7.754892e+01 5.939419e+01
[17,] 1.439911e+02 1.218727e+02 9.797513e+01 7.567298e+01 5.681321e+01
[18,] 1.375039e+02 1.159360e+02 9.204270e+01 6.945991e+01 5.037525e+01
[19,] 1.263987e+02 1.047641e+02 8.095625e+01 5.885392e+01 4.070563e+01
[20,] 1.095453e+02 8.803780e+01 6.536132e+01 4.523561e+01 2.952149e+01
[21,] 8.760552e+01 6.747724e+01 4.763328e+01 3.109408e+01 1.898752e+01
[22,] 6.348320e+01 4.644747e+01 3.093345e+01 1.891396e+01 1.073838e+01
[23,] 4.111330e+01 2.838682e+01 1.773458e+01 1.010561e+01 5.309618e+00
[24,] 2.355896e+01 1.527713e+01 8.916478e+00 4.718066e+00 2.286663e+00
[25,] 1.185839e+01 7.196533e+00 3.912316e+00 1.917642e+00 8.555257e-01
[26,] 5.214629e+00 2.953766e+00 1.492536e+00 6.765973e-01 2.775305e-01
[27,] 1.994725e+00 1.052477e+00 4.935726e-01 2.067370e-01 7.793121e-02
[28,] 6.614006e-01 3.245669e-01 1.411197e-01 5.459009e-02 1.891249e-02
[29,] 1.895208e-01 8.639821e-02 3.480493e-02 1.243285e-02 3.960394e-03
[30,] 4.680852e-02 1.980663e-02 7.389590e-03 2.437799e-03 7.144831e-04
[31,] 9.942319e-03 3.902501e-03 1.348123e-03 4.108295e-04 1.108741e-04
[32,] 1.812700e-03 6.597007e-04 2.109910e-04 5.941409e-05 1.477735e-05
[33,] 2.833762e-04 9.555797e-05 2.829090e-05 7.363652e-06 1.689214e-06
[34,] 3.809957e-05 1.186808e-05 3.248648e-06 7.814315e-07 1.654239e-07
[35,] 4.548245e-06 1.281187e-06 3.212039e-07 7.112699e-08 1.387905e-08
[36,] 5.895497e-07 1.329375e-07 2.864415e-08 5.666692e-09 1.005936e-09
[37,] 1.412817e-07 2.030011e-08 3.002064e-09 4.540808e-10 6.726375e-11
[38,] 5.952610e-08 6.338553e-09 6.245717e-10 5.965976e-11 5.801845e-12
[39,] 2.617375e-08 2.471831e-09 2.057512e-10 1.526369e-11 1.032332e-12
[40,] 1.009544e-08 8.787205e-10 6.688110e-11 4.458237e-12 2.612127e-13
[41,] 3.323050e-09 2.680363e-10 1.888543e-11 1.162547e-12 6.255276e-14
[42,] 9.300777e-10 6.956495e-11 4.544679e-12 2.593255e-13 1.292497e-14
[43,] 2.212682e-10 1.534614e-11 9.297132e-13 4.919702e-14 2.273796e-15
[44,] 4.474983e-11 2.877544e-12 1.616479e-13 7.932223e-15 3.399922e-16
[45,] 7.695615e-12 4.587128e-13 2.389021e-14 1.086996e-15 4.320428e-17
[46,] 1.125695e-12 6.218333e-14 3.001881e-15 1.266225e-16 4.666329e-18
[47,] 1.401249e-13 7.170979e-15 3.207884e-16 1.254145e-17 4.284481e-19
[48,] 1.485175e-14 7.038187e-16 2.916522e-17 1.056519e-18 3.345097e-20
[49,] 1.341313e-15 5.882859e-17 2.257115e-18 7.573222e-20 2.221544e-21
[50,] 1.033205e-16 4.190900e-18 1.487892e-19 4.621638e-21 1.255546e-22
             [,45]        [,46]        [,47]        [,48]        [,49]
 [1,] 1.619070e+00 8.793251e-01 4.337267e-01 1.982006e-01 8.599024e-02
 [2,] 2.012153e+00 1.080237e+00 5.457996e-01 2.654518e-01 1.260265e-01
 [3,] 2.397865e+00 1.348566e+00 7.376177e-01 3.934505e-01 2.034384e-01
 [4,] 3.014302e+00 1.852364e+00 1.102742e+00 6.277275e-01 3.421581e-01
 [5,] 4.218152e+00 2.776958e+00 1.724260e+00 1.011221e+00 5.774987e-01
 [6,] 6.295905e+00 4.227530e+00 2.650826e+00 1.598661e+00 9.797384e-01
 [7,] 9.294706e+00 6.199163e+00 3.932149e+00 2.500751e+00 1.679598e+00
 [8,] 1.302695e+01 8.665039e+00 5.696378e+00 3.911227e+00 2.849072e+00
 [9,] 1.726322e+01 1.170429e+01 8.165804e+00 6.035951e+00 4.598634e+00
[10,] 2.193090e+01 1.549424e+01 1.150852e+01 8.907775e+00 6.833675e+00
[11,] 2.708436e+01 2.008362e+01 1.558444e+01 1.222014e+01 9.201525e+00
[12,] 3.262872e+01 2.511965e+01 1.982367e+01 1.536603e+01 1.121425e+01
[13,] 3.807085e+01 2.982283e+01 2.340226e+01 1.768640e+01 1.245328e+01
[14,] 4.256039e+01 3.326098e+01 2.556819e+01 1.870646e+01 1.268090e+01
[15,] 4.514857e+01 3.465381e+01 2.583575e+01 1.819995e+01 1.183477e+01
[16,] 4.502233e+01 3.351556e+01 2.402285e+01 1.618559e+01 1.003239e+01
[17,] 4.170373e+01 2.976842e+01 2.032542e+01 1.299092e+01 7.615644e+00
[18,] 3.535254e+01 2.393593e+01 1.542201e+01 9.271790e+00 5.101662e+00
[19,] 2.700365e+01 1.717044e+01 1.034849e+01 5.807882e+00 2.980177e+00
[20,] 1.833664e+01 1.085634e+01 6.074568e+00 3.162371e+00 1.505455e+00
[21,] 1.095751e+01 5.998081e+00 3.096450e+00 1.487441e+00 6.542048e-01
[22,] 5.723234e+00 2.880155e+00 1.364692e+00 6.022221e-01 2.438410e-01
[23,] 2.601827e+00 1.198366e+00 5.189047e-01 2.095306e-01 7.785094e-02
[24,] 1.026948e+00 4.314397e-01 1.701039e-01 6.262561e-02 2.128469e-02
[25,] 3.514130e-01 1.343377e-01 4.808320e-02 1.608687e-02 4.985590e-03
[26,] 1.041505e-01 3.617440e-02 1.172759e-02 3.554964e-03 1.001462e-03
[27,] 2.671219e-02 8.424487e-03 2.470083e-03 6.766938e-04 1.727421e-04
[28,] 5.923264e-03 1.696576e-03 4.495879e-04 1.111027e-04 2.562619e-05
[29,] 1.134343e-03 2.953368e-04 7.074792e-05 1.575308e-05 3.274982e-06
[30,] 1.873757e-04 4.440802e-05 9.625776e-06 1.930747e-06 3.611322e-07
[31,] 2.666027e-05 5.761788e-06 1.131928e-06 2.046610e-07 3.440773e-08
[32,] 3.262616e-06 6.442482e-07 1.149518e-07 1.876318e-08 2.835386e-09
[33,] 3.429178e-07 6.199199e-08 1.007006e-08 1.487069e-09 2.021875e-10
[34,] 3.091424e-08 5.125966e-09 7.599213e-10 1.017887e-10 1.247533e-11
[35,] 2.388547e-09 3.637794e-10 4.932930e-11 6.009794e-12 6.656354e-13
[36,] 1.586205e-10 2.216557e-11 2.752248e-12 3.056864e-13 3.068136e-14
[37,] 9.320617e-12 1.173462e-12 1.325302e-13 1.340483e-14 1.221070e-15
[38,] 5.841695e-13 5.911798e-14 5.735332e-15 5.152127e-16 4.220831e-17
[39,] 6.626369e-14 4.257907e-15 2.845273e-16 1.961585e-17 1.338396e-18
[40,] 1.356086e-14 6.346057e-16 2.767889e-17 1.186379e-18 5.282799e-20
[41,] 2.945182e-15 1.216515e-16 4.434086e-18 1.444917e-19 4.327520e-21
[42,] 5.627393e-16 2.141000e-17 7.123562e-19 2.076553e-20 5.326662e-22
[43,] 9.178618e-17 3.236093e-18 9.965948e-20 2.681389e-21 6.306635e-23
[44,] 1.272826e-17 4.161764e-19 1.188467e-20 2.964091e-22 6.456878e-24
[45,] 1.499976e-18 4.548567e-20 1.204701e-21 2.786609e-23 5.629432e-25
[46,] 1.502257e-19 4.224572e-21 1.037683e-22 2.226180e-24 4.171202e-26
[47,] 1.278833e-20 3.334636e-22 7.595682e-24 1.511231e-25 2.626187e-27
[48,] 9.255189e-22 2.237412e-23 4.725457e-25 8.718274e-27 1.405023e-28
[49,] 5.696119e-23 1.276361e-24 2.499053e-26 4.274876e-28 6.388290e-30
[50,] 2.982333e-24 6.192451e-26 1.123748e-27 1.781958e-29 2.468883e-31
             [,50]
 [1,] 3.622522e-02
 [2,] 5.865057e-02
 [3,] 1.022997e-01
 [4,] 1.841431e-01
 [5,] 3.394843e-01
 [6,] 6.393458e-01
 [7,] 1.193863e+00
 [8,] 2.110950e+00
 [9,] 3.407572e+00
[10,] 4.934665e+00
[11,] 6.400258e+00
[12,] 7.492615e+00
[13,] 7.996888e+00
[14,] 7.822139e+00
[15,] 6.985266e+00
[16,] 5.628109e+00
[17,] 4.030175e+00
[18,] 2.529620e+00
[19,] 1.377160e+00
[20,] 6.457067e-01
[21,] 2.596099e-01
[22,] 8.928745e-02
[23,] 2.623913e-02
[24,] 6.586861e-03
[25,] 1.412918e-03
[26,] 2.591781e-04
[27,] 4.070140e-05
[28,] 5.479790e-06
[29,] 6.335422e-07
[30,] 6.301203e-08
[31,] 5.401374e-09
[32,] 3.997273e-10
[33,] 2.557595e-11
[34,] 1.416259e-12
[35,] 6.790260e-14
[36,] 2.818379e-15
[37,] 1.012269e-16
[38,] 3.151665e-18
[39,] 8.697698e-20
[40,] 2.492828e-21
[41,] 1.253596e-22
[42,] 1.214764e-23
[43,] 1.298452e-24
[44,] 1.228698e-25
[45,] 9.932051e-27
[46,] 6.825723e-28
[47,] 3.985903e-29
[48,] 1.977747e-30
[49,] 8.339079e-32
[50,] 2.988316e-33

> 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  
     9.1715      -0.5261  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7l3811257168924.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] 6.954003 7.002819 7.051635 7.100451 7.149268 7.198084 7.246900 7.295716
 [9] 7.344533 7.393349 7.442165 7.490981 7.539797 7.588614 7.637430 7.686246
[17] 7.735062 7.783878 7.832695 7.881511 7.930327 7.979143 8.027959 8.076776
[25] 8.125592 8.174408 8.223224 8.272041 8.320857 8.369673 8.418489 8.467305
[33] 8.516122 8.564938 8.613754 8.662570 8.711386 8.760203 8.809019 8.857835
[41] 8.906651 8.955467 9.004284 9.053100 9.101916 9.150732 9.199549 9.248365
[49] 9.297181 9.345997

$yords
 [1] 6.325696 6.383831 6.441966 6.500101 6.558236 6.616370 6.674505 6.732640
 [9] 6.790775 6.848910 6.907045 6.965179 7.023314 7.081449 7.139584 7.197719
[17] 7.255854 7.313989 7.372123 7.430258 7.488393 7.546528 7.604663 7.662798
[25] 7.720933 7.779067 7.837202 7.895337 7.953472 8.011607 8.069742 8.127877
[33] 8.186011 8.244146 8.302281 8.360416 8.418551 8.476686 8.534821 8.592955
[41] 8.651090 8.709225 8.767360 8.825495 8.883630 8.941764 8.999899 9.058034
[49] 9.116169 9.174304

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.168069e+00 9.611441e+00 1.192592e+01 1.222119e+01 1.175196e+01
 [2,] 6.692724e+00 1.171597e+01 1.694721e+01 1.971191e+01 1.941944e+01
 [3,] 6.974416e+00 1.244051e+01 2.030467e+01 2.736666e+01 3.001250e+01
 [4,] 7.693566e+00 1.248372e+01 2.108752e+01 3.220870e+01 4.065862e+01
 [5,] 8.672439e+00 1.303371e+01 2.035338e+01 3.268018e+01 4.694226e+01
 [6,] 8.635372e+00 1.391681e+01 2.006237e+01 3.029183e+01 4.644533e+01
 [7,] 6.795209e+00 1.327375e+01 2.022098e+01 2.811096e+01 4.125995e+01
 [8,] 4.021518e+00 1.008517e+01 1.843206e+01 2.663932e+01 3.593832e+01
 [9,] 1.763783e+00 5.786847e+00 1.351289e+01 2.314764e+01 3.188375e+01
[10,] 5.901172e-01 2.475717e+00 7.525272e+00 1.637157e+01 2.634654e+01
[11,] 2.012192e-01 8.427436e-01 3.161834e+00 8.875060e+00 1.800237e+01
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[28,] 4.126729e+01 2.317600e+01 1.077240e+01 4.016057e+00 1.157482e+00
[29,] 6.177942e+01 4.348852e+01 2.536239e+01 1.192548e+01 4.377708e+00
[30,] 7.271546e+01 6.348717e+01 4.606823e+01 2.703983e+01 1.251539e+01
[31,] 6.880914e+01 7.239016e+01 6.464706e+01 4.698793e+01 2.713674e+01
[32,] 5.803544e+01 6.719410e+01 7.101425e+01 6.301935e+01 4.496208e+01
[33,] 5.409431e+01 5.852226e+01 6.480496e+01 6.663521e+01 5.757514e+01
[34,] 6.282357e+01 6.030162e+01 5.857464e+01 6.010849e+01 5.875596e+01
[35,] 8.106241e+01 7.639677e+01 6.548628e+01 5.676969e+01 5.296870e+01
[36,] 1.055750e+02 1.021934e+02 8.730898e+01 6.790174e+01 5.299599e+01
[37,] 1.354523e+02 1.347045e+02 1.186152e+02 9.312947e+01 6.728254e+01
[38,] 1.657424e+02 1.728039e+02 1.570242e+02 1.268219e+02 9.331619e+01
[39,] 1.861647e+02 2.085504e+02 2.008651e+02 1.674960e+02 1.256880e+02
[40,] 1.905517e+02 2.276143e+02 2.390047e+02 2.129447e+02 1.640648e+02
[41,] 1.833411e+02 2.231422e+02 2.538095e+02 2.495687e+02 2.061934e+02
[42,] 1.724074e+02 2.032995e+02 2.389264e+02 2.580868e+02 2.375535e+02
[43,] 1.588743e+02 1.803649e+02 2.066502e+02 2.337755e+02 2.392836e+02
[44,] 1.378126e+02 1.575736e+02 1.731424e+02 1.924090e+02 2.088855e+02
[45,] 1.072119e+02 1.305160e+02 1.432658e+02 1.524466e+02 1.639485e+02
[46,] 7.265282e+01 9.735899e+01 1.130694e+02 1.194175e+02 1.230185e+02
[47,] 4.269599e+01 6.320295e+01 8.069612e+01 8.964443e+01 9.123145e+01
[48,] 2.219847e+01 3.525262e+01 5.013995e+01 6.107288e+01 6.505442e+01
[49,] 1.065459e+01 1.699414e+01 2.662800e+01 3.626260e+01 4.221920e+01
[50,] 4.919659e+00 7.277963e+00 1.203658e+01 1.835640e+01 2.390838e+01
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.461989e-28 8.877477e-31 7.388532e-34 4.301944e-37 1.752294e-40
 [2,] 3.109249e-25 4.910465e-28 5.425303e-31 4.193372e-34 2.267454e-37
 [3,] 9.471578e-23 1.985734e-25 2.912425e-28 2.988319e-31 2.145037e-34
 [4,] 2.109385e-20 5.870637e-23 1.143012e-25 1.556881e-28 1.483529e-31
 [5,] 3.434452e-18 1.268866e-20 3.279537e-23 5.929922e-26 7.501052e-29
 [6,] 4.088180e-16 2.005003e-18 6.879255e-21 1.651236e-23 2.772774e-26
 [7,] 3.557749e-14 2.316236e-16 1.054961e-18 3.361509e-21 7.493263e-24
 [8,] 2.263601e-12 1.956244e-14 1.182771e-16 5.002952e-19 1.480449e-21
 [9,] 1.052963e-10 1.207928e-12 9.694745e-15 5.443609e-17 2.138369e-19
[10,] 3.581209e-09 5.453115e-11 5.809629e-13 4.330306e-15 2.258085e-17
[11,] 8.905814e-08 1.799893e-09 2.545325e-11 2.518399e-13 1.743281e-15
[12,] 1.619514e-06 4.343793e-08 8.153286e-10 1.070808e-11 9.839387e-14
[13,] 2.153909e-05 7.665603e-07 1.909570e-08 3.328813e-10 4.060202e-12
[14,] 2.095584e-04 9.893159e-06 3.270264e-07 7.566151e-09 1.224941e-10
[15,] 1.492061e-03 9.339565e-05 4.095659e-06 1.257463e-07 2.701999e-09
[16,] 7.779353e-03 6.451638e-04 3.751798e-05 1.528248e-06 4.357942e-08
[17,] 2.973118e-02 3.262910e-03 2.514554e-04 1.358446e-05 5.139757e-07
[18,] 8.342314e-02 1.209255e-02 1.233673e-03 8.833977e-05 4.433348e-06
[19,] 1.722882e-01 3.288689e-02 4.434019e-03 4.204572e-04 2.797370e-05
[20,] 2.629052e-01 6.577962e-02 1.168959e-02 1.465686e-03 1.291703e-04
[21,] 2.981628e-01 9.710233e-02 2.265000e-02 3.746252e-03 4.367535e-04
[22,] 2.535267e-01 1.063491e-01 3.235580e-02 7.033248e-03 1.082424e-03
[23,] 1.639070e-01 8.711473e-02 3.423924e-02 9.725732e-03 1.969369e-03
[24,] 8.283579e-02 5.406725e-02 2.703743e-02 9.948588e-03 2.636932e-03
[25,] 3.533195e-02 2.610007e-02 1.612402e-02 7.578175e-03 2.608480e-03
[26,] 1.850846e-02 1.077918e-02 7.455193e-03 4.346701e-03 1.917850e-03
[27,] 4.389074e-02 8.377429e-03 3.176232e-03 1.938408e-03 1.059352e-03
[28,] 2.499680e-01 4.008110e-02 5.260249e-03 1.020517e-03 4.656091e-04
[29,] 1.213323e+00 2.470418e-01 3.638674e-02 3.963860e-03 4.254395e-04
[30,] 4.434915e+00 1.168428e+00 2.236313e-01 3.064182e-02 3.005571e-03
[31,] 1.216160e+01 4.114203e+00 1.023600e+00 1.836364e-01 2.345764e-02
[32,] 2.519463e+01 1.082527e+01 3.472894e+00 8.126223e-01 1.363589e-01
[33,] 3.981228e+01 2.145414e+01 8.780260e+00 2.659294e+00 5.835769e-01
[34,] 4.875859e+01 3.239461e+01 1.667997e+01 6.470580e+00 1.843983e+00
[35,] 4.837032e+01 3.811353e+01 2.414299e+01 1.181053e+01 4.325038e+00
[36,] 4.452654e+01 3.732366e+01 2.753062e+01 1.646962e+01 7.607082e+00
[37,] 4.832073e+01 3.645635e+01 2.741848e+01 1.851316e+01 1.030707e+01
[38,] 6.476432e+01 4.420726e+01 3.007029e+01 1.973228e+01 1.177932e+01
[39,] 8.923341e+01 6.198829e+01 4.156697e+01 2.575190e+01 1.441562e+01
[40,] 1.167399e+02 8.313026e+01 5.995549e+01 4.021258e+01 2.295876e+01
[41,] 1.483755e+02 1.031415e+02 7.675118e+01 5.838233e+01 3.902003e+01
[42,] 1.827288e+02 1.248447e+02 8.807328e+01 7.049936e+01 5.596905e+01
[43,] 2.062329e+02 1.486212e+02 9.869811e+01 7.352388e+01 6.363864e+01
[44,] 2.022479e+02 1.634125e+02 1.113727e+02 7.412263e+01 6.009366e+01
[45,] 1.703360e+02 1.558165e+02 1.182944e+02 7.729706e+01 5.339523e+01
[46,] 1.277164e+02 1.266787e+02 1.094075e+02 7.834370e+01 5.001471e+01
[47,] 9.089407e+01 9.086389e+01 8.586479e+01 7.001062e+01 4.756589e+01
[48,] 6.384340e+01 6.142177e+01 5.897851e+01 5.301102e+01 4.083274e+01
[49,] 4.320770e+01 4.088939e+01 3.791481e+01 3.489176e+01 2.979226e+01
[50,] 2.666411e+01 2.625495e+01 2.394271e+01 2.135360e+01 1.879637e+01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.993233e-44 9.953867e-48 1.388152e-51 1.354327e-55 9.243559e-60
 [2,] 8.577219e-41 2.269811e-44 4.202117e-48 5.442364e-52 4.931017e-56
 [3,] 1.077149e-37 3.784010e-41 9.299592e-45 1.598882e-48 1.923085e-52
 [4,] 9.889405e-35 4.611897e-38 1.504611e-41 3.434075e-45 5.483086e-49
 [5,] 6.637876e-32 4.109336e-35 1.779711e-38 5.392224e-42 1.142921e-45
 [6,] 3.257272e-29 2.676884e-32 1.539006e-35 6.190017e-39 1.741701e-42
 [7,] 1.168538e-26 1.274827e-29 9.729600e-33 5.194925e-36 1.940413e-39
 [8,] 3.064765e-24 4.438515e-27 4.496912e-30 3.187363e-33 1.580445e-36
 [9,] 5.876478e-22 1.129769e-24 1.519493e-27 1.429712e-30 9.410862e-34
[10,] 8.237661e-20 2.102362e-22 3.753606e-25 4.688467e-28 4.096800e-31
[11,] 8.442244e-18 2.860166e-20 6.778970e-23 1.124030e-25 1.303840e-28
[12,] 6.325303e-16 2.844737e-18 8.950450e-21 1.970110e-23 3.033676e-26
[13,] 3.464791e-14 2.068531e-16 8.639586e-19 2.524462e-21 5.160352e-24
[14,] 1.387555e-12 1.099647e-14 6.096904e-17 2.364906e-19 6.417344e-22
[15,] 4.062639e-11 4.273859e-13 3.145548e-15 1.619671e-17 5.834417e-20
[16,] 8.696898e-10 1.214422e-11 1.186472e-13 8.109786e-16 3.877994e-18
[17,] 1.361255e-08 2.522977e-10 3.271895e-12 2.968693e-14 1.884456e-16
[18,] 1.558001e-07 3.832392e-09 6.596784e-11 7.945121e-13 6.694802e-15
[19,] 1.304078e-06 4.256650e-08 9.724580e-10 1.554612e-11 1.738863e-13
[20,] 7.984319e-06 3.457463e-07 1.048198e-08 2.224056e-10 3.302008e-12
[21,] 3.576976e-05 2.054083e-06 8.262131e-08 2.326458e-09 4.584469e-11
[22,] 1.173200e-04 8.928453e-06 4.763060e-07 1.779535e-08 4.653898e-10
[23,] 2.819579e-04 2.840798e-05 2.008810e-06 9.955019e-08 3.454583e-09
[24,] 4.972291e-04 6.621316e-05 6.200596e-06 4.073817e-07 1.875339e-08
[25,] 6.448290e-04 1.131939e-04 1.401732e-05 1.219962e-06 7.446578e-08
[26,] 6.170897e-04 1.422087e-04 2.323308e-05 2.675079e-06 2.163559e-07
[27,] 4.381787e-04 1.317030e-04 2.828225e-05 4.299243e-06 4.602002e-07
[28,] 2.336253e-04 9.037351e-05 2.535640e-05 5.072035e-06 7.172340e-07
[29,] 1.084187e-04 4.680155e-05 1.682844e-05 4.403448e-06 8.201726e-07
[30,] 2.321346e-04 2.765088e-05 8.633540e-06 2.831583e-06 6.897659e-07
[31,] 2.122677e-03 1.395739e-04 9.067235e-06 1.532683e-06 4.319529e-07
[32,] 1.623476e-02 1.363790e-03 8.122893e-05 3.804246e-06 2.932096e-07
[33,] 9.144776e-02 1.014134e-02 7.919392e-04 4.352372e-05 1.734699e-06
[34,] 3.787237e-01 5.535579e-02 5.714603e-03 4.148913e-04 2.114733e-05
[35,] 1.156618e+00 2.219657e-01 3.023385e-02 2.904048e-03 1.959950e-04
[36,] 2.619392e+00 6.557847e-01 1.174367e-01 1.489556e-02 1.330717e-03
[37,] 4.457722e+00 1.436847e+00 3.359748e-01 5.607398e-02 6.618894e-03
[38,] 5.957545e+00 2.381680e+00 7.142036e-01 1.555319e-01 2.416108e-02
[39,] 7.284834e+00 3.224442e+00 1.166529e+00 3.222766e-01 6.509224e-02
[40,] 1.094016e+01 4.525247e+00 1.672457e+00 5.295603e-01 1.325761e-01
[41,] 2.069461e+01 8.551905e+00 2.887732e+00 8.571155e-01 2.271151e-01
[42,] 3.665244e+01 1.811264e+01 6.653235e+00 1.883924e+00 4.455416e-01
[43,] 5.135012e+01 3.235500e+01 1.490060e+01 4.959967e+00 1.220273e+00
[44,] 5.524595e+01 4.403978e+01 2.633183e+01 1.129228e+01 3.446695e+00
[45,] 4.763220e+01 4.513764e+01 3.475581e+01 1.954385e+01 7.797898e+00
[46,] 3.708197e+01 3.602825e+01 3.413891e+01 2.500520e+01 1.315321e+01
[47,] 3.039825e+01 2.478175e+01 2.557323e+01 2.364221e+01 1.631495e+01
[48,] 2.655318e+01 1.748029e+01 1.580624e+01 1.680279e+01 1.489247e+01
[49,] 2.171396e+01 1.368411e+01 9.558373e+00 9.509419e+00 1.012032e+01
[50,] 1.523380e+01 1.053634e+01 6.543750e+00 4.975337e+00 5.332320e+00

> 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  
     1.2024       0.8118  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1bb511257168924.ps tmp/1bb511257168924.png")
> system("convert tmp/2cjyp1257168924.ps tmp/2cjyp1257168924.png")
> system("convert tmp/3l9mk1257168924.ps tmp/3l9mk1257168924.png")
> system("convert tmp/4dbjs1257168924.ps tmp/4dbjs1257168924.png")
> system("convert tmp/5tvub1257168924.ps tmp/5tvub1257168924.png")
> system("convert tmp/6ktgn1257168924.ps tmp/6ktgn1257168924.png")
> system("convert tmp/7l3811257168924.ps tmp/7l3811257168924.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.943   1.308   3.305