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 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(1.6,1.3,1.1,1.9,2.6,2.3,2.4,2.2,2,2.9,2.6,2.3,2.3,2.6,3.1,2.8,2.5,2.9,3.1,3.1,3.2,2.5,2.6,2.9,2.6,2.4,1.7,2,2.2,1.9,1.6,1.6,1.2,1.2,1.5,1.6,1.7,1.8,1.8,1.8,1.3,1.3,1.4,1.1,1.5,2.2,2.9,3.1,3.5,3.6,4.4,4.2,5.2,5.8,5.9,5.4,5.5,4.7,3.1,2.6)
> y <- c(562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478,528,534,518,506,502,516)
> x <- c(627,696,825,677,656,785,412,352,839,729,696,641,695,638,762,635,721,854,418,367,824,687,601,676,740,691,683,594,729,731,386,331,707,715,657,653,642,643,718,654,632,731,392,344,792,852,649,629,685,617,715,715,629,916,531,357,917,828,708,858)
> par7 = 'Nationale consumptieprijsindex'
> par6 = 'Werkloosheid'
> par5 = 'Faillissementen'
> 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/1rse51259329322.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/2sbk01259329322.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/3ln1f1259329322.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/428r21259329322.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/5rz1s1259329322.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  
  622.06530     -0.09446  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6hk5j1259329322.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] 437.1363 441.7022 446.2680 450.8339 455.3998 459.9656 464.5315 469.0974
 [9] 473.6632 478.2291 482.7950 487.3608 491.9267 496.4926 501.0584 505.6243
[17] 510.1901 514.7560 519.3219 523.8877 528.4536 533.0195 537.5853 542.1512
[25] 546.7171 551.2829 555.8488 560.4147 564.9805 569.5464 574.1123 578.6781
[33] 583.2440 587.8099 592.3757 596.9416 601.5074 606.0733 610.6392 615.2050
[41] 619.7709 624.3368 628.9026 633.4685 638.0344 642.6002 647.1661 651.7320
[49] 656.2978 660.8637

$yords
 [1] 0.4985982 0.6211044 0.7436106 0.8661168 0.9886230 1.1111292 1.2336354
 [8] 1.3561416 1.4786478 1.6011540 1.7236602 1.8461664 1.9686726 2.0911788
[15] 2.2136850 2.3361911 2.4586973 2.5812035 2.7037097 2.8262159 2.9487221
[22] 3.0712283 3.1937345 3.3162407 3.4387469 3.5612531 3.6837593 3.8062655
[29] 3.9287717 4.0512779 4.1737841 4.2962903 4.4187965 4.5413027 4.6638089
[36] 4.7863150 4.9088212 5.0313274 5.1538336 5.2763398 5.3988460 5.5213522
[43] 5.6438584 5.7663646 5.8888708 6.0113770 6.1338832 6.2563894 6.3788956
[50] 6.5014018

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.192267e-06 3.836751e-06 1.101479e-05 2.821173e-05 6.446784e-05
 [2,] 3.165991e-06 9.848333e-06 2.733177e-05 6.767760e-05 1.495259e-04
 [3,] 7.954225e-06 2.392007e-05 6.418178e-05 1.536628e-04 3.282907e-04
 [4,] 1.891119e-05 5.498562e-05 1.426595e-04 3.302930e-04 6.824554e-04
 [5,] 4.255616e-05 1.196515e-04 3.002176e-04 6.722724e-04 1.343630e-03
 [6,] 9.066271e-05 2.465337e-04 5.983166e-04 1.296064e-03 2.506128e-03
 [7,] 1.829055e-04 4.811040e-04 1.129558e-03 2.367416e-03 4.429829e-03
 [8,] 3.495241e-04 8.894752e-04 2.020710e-03 4.098595e-03 7.423177e-03
 [9,] 6.328659e-04 1.558479e-03 3.426631e-03 6.727761e-03 1.179760e-02
[10,] 1.086117e-03 2.588785e-03 5.510203e-03 1.047535e-02 1.779157e-02
[11,] 1.767399e-03 4.078460e-03 8.406218e-03 1.547938e-02 2.547544e-02
[12,] 2.728195e-03 6.096927e-03 1.217323e-02 2.172257e-02 3.466380e-02
[13,] 3.996947e-03 8.653736e-03 1.674544e-02 2.897558e-02 4.487372e-02
[14,] 5.561510e-03 1.167160e-02 2.190351e-02 3.678647e-02 5.536652e-02
[15,] 7.356809e-03 1.497651e-02 2.728492e-02 4.454148e-02 6.529260e-02
[16,] 9.265224e-03 1.831691e-02 3.244726e-02 5.160340e-02 7.392502e-02
[17,] 1.113545e-02 2.141701e-02 3.698186e-02 5.750551e-02 8.092804e-02
[18,] 1.282049e-02 2.405794e-02 4.065485e-02 6.215055e-02 8.657735e-02
[19,] 1.422822e-02 2.616724e-02 4.353457e-02 6.594742e-02 9.184392e-02
[20,] 1.537060e-02 2.788799e-02 4.605755e-02 6.982246e-02 9.827925e-02
[21,] 1.639391e-02 2.959757e-02 4.899415e-02 7.507043e-02 1.076935e-01
[22,] 1.757376e-02 3.185598e-02 5.329974e-02 8.305577e-02 1.216828e-01
[23,] 1.926638e-02 3.528228e-02 5.987211e-02 9.482534e-02 1.411189e-01
[24,] 2.182055e-02 4.038137e-02 6.927055e-02 1.107327e-01 1.657455e-01
[25,] 2.546879e-02 4.736460e-02 8.147503e-02 1.301879e-01 1.940121e-01
[26,] 3.022741e-02 5.601862e-02 9.576523e-02 1.516251e-01 2.232258e-01
[27,] 3.583889e-02 6.567117e-02 1.107740e-01 1.727256e-01 2.500110e-01
[28,] 4.178212e-02 7.527937e-02 1.247218e-01 1.908594e-01 2.709771e-01
[29,] 4.735773e-02 8.362892e-02 1.357801e-01 2.036343e-01 2.834199e-01
[30,] 5.183152e-02 8.959466e-02 1.424676e-01 2.094026e-01 2.858671e-01
[31,] 5.459695e-02 9.238862e-02 1.439644e-01 2.075849e-01 2.783264e-01
[32,] 5.530920e-02 9.172300e-02 1.402579e-01 1.987294e-01 2.621895e-01
[33,] 5.395096e-02 8.784431e-02 1.320899e-01 1.843154e-01 2.398541e-01
[34,] 5.081460e-02 8.143912e-02 1.207405e-01 1.663836e-01 2.141999e-01
[35,] 4.641354e-02 7.345337e-02 1.077299e-01 1.471160e-01 1.880648e-01
[36,] 4.135721e-02 6.488708e-02 9.452735e-02 1.284702e-01 1.638300e-01
[37,] 3.622915e-02 5.662003e-02 8.233092e-02 1.119276e-01 1.431565e-01
[38,] 3.149673e-02 4.929855e-02 7.194077e-02 9.836572e-02 1.268675e-01
[39,] 2.746317e-02 4.328642e-02 6.371801e-02 8.803458e-02 1.149553e-01
[40,] 2.425694e-02 3.866685e-02 5.760904e-02 8.061717e-02 1.066945e-01
[41,] 2.184778e-02 3.528045e-02 5.322011e-02 7.536082e-02 1.008541e-01
[42,] 2.008031e-02 3.279035e-02 4.993362e-02 7.126862e-02 9.598575e-02
[43,] 1.872060e-02 3.076844e-02 4.705475e-02 6.732603e-02 9.074331e-02
[44,] 1.751148e-02 2.879265e-02 4.396528e-02 6.271901e-02 8.416157e-02
[45,] 1.622897e-02 2.653759e-02 4.025110e-02 5.699106e-02 7.582563e-02
[46,] 1.472805e-02 2.383641e-02 3.577046e-02 5.009937e-02 6.588961e-02
[47,] 1.296596e-02 2.069797e-02 3.064730e-02 4.236154e-02 5.495268e-02
[48,] 1.099720e-02 1.727701e-02 2.519783e-02 3.431994e-02 4.384430e-02
[49,] 8.943968e-03 1.381114e-02 1.982053e-02 2.657397e-02 3.339248e-02
[50,] 6.953670e-03 1.054792e-02 1.488690e-02 1.963283e-02 2.424165e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 0.0001314433 0.0002391338 0.0003882220 0.0005624644 0.0007273449
 [2,] 0.0002947866 0.0005186185 0.0008142806 0.0011411328 0.0014276100
 [3,] 0.0006259082 0.0010650265 0.0016175378 0.0021931067 0.0026551161
 [4,] 0.0012585200 0.0020715753 0.0030440858 0.0039941259 0.0046811446
 [5,] 0.0023970725 0.0038177359 0.0054292048 0.0068961357 0.0078279791
 [6,] 0.0043262689 0.0066685507 0.0091806423 0.0112936807 0.0124244696
 [7,] 0.0074013909 0.0110447513 0.0147259434 0.0175546655 0.0187343879
 [8,] 0.0120077057 0.0173536824 0.0224200117 0.0259208465 0.0268717402
 [9,] 0.0184827001 0.0258822096 0.0324252745 0.0364015101 0.0367327870
[10,] 0.0270080091 0.0366715211 0.0445977342 0.0487015349 0.0479844146
[11,] 0.0374961898 0.0494139966 0.0584285144 0.0622317971 0.0601433750
[12,] 0.0495145887 0.0634246299 0.0730917074 0.0762370382 0.0727564957
[13,] 0.0622942124 0.0777326823 0.0876267127 0.0900406654 0.0856514827
[14,] 0.0748576636 0.0913085458 0.1012384661 0.1033563933 0.0991854783
[15,] 0.0862653830 0.1033916736 0.1136452566 0.1165718266 0.1143936250
[16,] 0.0959321618 0.1138341204 0.1253626068 0.1308904422 0.1329486085
[17,] 0.1039237399 0.1233430424 0.1378044776 0.1482406333 0.1568886576
[18,] 0.1111254302 0.1335119625 0.1531197216 0.1709219822 0.1881432410
[19,] 0.1191933022 0.1465789239 0.1737546228 0.2010407075 0.2279569193
[20,] 0.1302529061 0.1649280839 0.2018192942 0.2398608279 0.2763573303
[21,] 0.1463860688 0.1904352475 0.2384072208 0.2872383961 0.3318159761
[22,] 0.1690194049 0.2238197804 0.2830495339 0.3413003743 0.3912114832
[23,] 0.1983756861 0.2641851597 0.3334684424 0.3984798811 0.4501371710
[24,] 0.2331526535 0.3088982168 0.3857297911 0.4539380606 0.5035149518
[25,] 0.2705489393 0.3538795838 0.4347991136 0.5023093923 0.5464029626
[26,] 0.3066698085 0.3942709264 0.4753994163 0.5386209456 0.5748290679
[27,] 0.3372382643 0.4253365260 0.5029804506 0.5591802648 0.5864640704
[28,] 0.3584418995 0.4433811848 0.5145672584 0.5622228790 0.5809808277
[29,] 0.3676964984 0.4464524051 0.5092809743 0.5481699424 0.5600285882
[30,] 0.3641273087 0.4346547309 0.4884170388 0.5194564333 0.5268602983
[31,] 0.3486563721 0.4100215465 0.4550958125 0.4800114085 0.4857399023
[32,] 0.3237070094 0.3760196328 0.4136164509 0.4345526418 0.4412859051
[33,] 0.2926456355 0.3368526751 0.3687005467 0.3878670102 0.3978698184
[34,] 0.2591329150 0.2967481311 0.3247914512 0.3441930786 0.3591175516
[35,] 0.2265384939 0.2593634729 0.2855048660 0.3067485639 0.3275122086
[36,] 0.1975091918 0.2273717227 0.2532556962 0.2774023563 0.3041013140
[37,] 0.1737132930 0.2022292206 0.2290551643 0.2564986191 0.2883578772
[38,] 0.1557456650 0.1841116489 0.2124820411 0.2428737621 0.2782812971
[39,] 0.1431766505 0.1720170257 0.2018528403 0.2341201297 0.2708027039
[40,] 0.1347380536 0.1640413058 0.1946068042 0.2271074825 0.2624674986
[41,] 0.1286361121 0.1578099383 0.1878701183 0.2186851162 0.2502486858
[42,] 0.1229530140 0.1509987583 0.1790905060 0.2063979629 0.2322629113
[43,] 0.1160597742 0.1418293220 0.1665831254 0.1890155736 0.2081705470
[44,] 0.1069415005 0.1294108611 0.1498368275 0.1667202242 0.1791440578
[45,] 0.0953515670 0.1138397038 0.1295018342 0.1409143014 0.1474407491
[46,] 0.0817623084 0.0960438846 0.1070855366 0.1137362164 0.1157473209
[47,] 0.0671450539 0.0774422952 0.0844756387 0.0874615811 0.0865195982
[48,] 0.0526627625 0.0595390739 0.0634510636 0.0639793103 0.0615070222
[49,] 0.0393740685 0.0435763360 0.0453191469 0.0444746788 0.0415551887
[50,] 0.0280268269 0.0303278661 0.0307511696 0.0293583760 0.0266712663
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 0.0008396586 0.0008656333 0.0007974992 0.0006575613 0.0004870143
 [2,] 0.0015948510 0.0015918388 0.0014210613 0.0011373631 0.0008210096
 [3,] 0.0028715309 0.0027765647 0.0024043972 0.0018718880 0.0013228489
 [4,] 0.0049038134 0.0045975656 0.0038682210 0.0029387352 0.0020469860
 [5,] 0.0079489575 0.0072355230 0.0059292279 0.0044170408 0.0030628714
 [6,] 0.0122430636 0.0108408349 0.0086843983 0.0063898513 0.0044721152
 [7,] 0.0179433628 0.0155011932 0.0122063954 0.0089624693 0.0064421499
 [8,] 0.0250762070 0.0212286708 0.0165641587 0.0123044837 0.0092579685
 [9,] 0.0335194273 0.0279874691 0.0218793439 0.0167161378 0.0133847032
[10,] 0.0430480406 0.0357758592 0.0284172394 0.0227065470 0.0195213684
[11,] 0.0534573735 0.0447561741 0.0366914216 0.0310552934 0.0286144223
[12,] 0.0647482956 0.0553996131 0.0475413278 0.0428172382 0.0417959692
[13,] 0.0773235943 0.0685885195 0.0621313504 0.0592317966 0.0602226215
[14,] 0.0921181277 0.0856112734 0.0818287917 0.0815182955 0.0848196319
[15,] 0.1105841692 0.1080037702 0.1079495790 0.1105767192 0.1159748689
[16,] 0.1344850008 0.1372359751 0.1414079942 0.1466569034 0.1532640888
[17,] 0.1655080171 0.1742984540 0.1823522455 0.1890901700 0.1953035971
[18,] 0.2047738800 0.2192908148 0.2298921886 0.2361797447 0.2398072770
[19,] 0.2523644745 0.2711302031 0.2820143117 0.2853125467 0.2838721592
[20,] 0.3070027550 0.3274772208 0.3357356760 0.3332964370 0.3244490533
[21,] 0.3659869277 0.3849240847 0.3874852394 0.3768614562 0.3588947095
[22,] 0.4254226734 0.4394253590 0.4336408423 0.4132151579 0.3854730084
[23,] 0.4807277274 0.4868924825 0.4711084535 0.4405236034 0.4036824290
[24,] 0.5273190415 0.5238325186 0.4978169316 0.4582062287 0.4143325205
[25,] 0.5613460358 0.5478965628 0.5130193578 0.4669801743 0.4193589015
[26,] 0.5803135612 0.5582190666 0.5173391121 0.4686560868 0.4214339910
[27,] 0.5834569204 0.5554795639 0.5125673265 0.4657540792 0.4234767557
[28,] 0.5717922356 0.5416932210 0.5012859531 0.4610487431 0.4281699338
[29,] 0.5478554556 0.5198110190 0.4864285380 0.4571464626 0.4375565642
[30,] 0.5152269885 0.4932483280 0.4708766465 0.4561478795 0.4527313132
[31,] 0.4779765912 0.4654411647 0.4571310216 0.4593850465 0.4736058384
[32,] 0.4401373116 0.4394668565 0.4470337155 0.4671941200 0.4987426665
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[42,] 3.083492e-03 1.147579e-03 3.855398e-04 1.196385e-04 3.727528e-05
[43,] 2.317939e-03 8.348551e-04 2.704457e-04 7.989061e-05 2.270827e-05
[44,] 1.650873e-03 5.754227e-04 1.799856e-04 5.093500e-05 1.348506e-05
[45,] 1.113447e-03 3.755530e-04 1.135102e-04 3.089181e-05 7.726028e-06
[46,] 7.109140e-04 2.320049e-04 6.778710e-05 1.778169e-05 4.239377e-06
[47,] 4.295759e-04 1.356263e-04 3.831432e-05 9.700153e-06 2.217001e-06
[48,] 2.456105e-04 7.501025e-05 2.048962e-05 5.010349e-06 1.101518e-06
[49,] 1.328509e-04 3.924245e-05 1.036491e-05 2.449030e-06 5.189581e-07
[50,] 6.797221e-05 1.941749e-05 4.958873e-06 1.132395e-06 2.315607e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.919008e-03 8.888490e-03 1.141222e-02 1.426490e-02 1.690861e-02
 [2,] 1.142857e-02 1.418261e-02 1.757450e-02 2.121503e-02 2.434220e-02
 [3,] 1.789876e-02 2.146060e-02 2.567000e-02 2.993780e-02 3.328405e-02
 [4,] 2.659830e-02 3.082254e-02 3.559955e-02 4.013467e-02 4.328969e-02
 [5,] 3.753932e-02 4.206510e-02 4.693590e-02 5.119267e-02 5.365619e-02
 [6,] 5.037582e-02 5.462726e-02 5.892744e-02 6.224703e-02 6.352673e-02
 [7,] 6.436932e-02 6.762019e-02 7.059227e-02 7.232491e-02 7.205204e-02
 [8,] 7.845157e-02 7.994988e-02 8.088790e-02 8.053510e-02 7.856480e-02
 [9,] 9.138282e-02 9.050662e-02 8.891072e-02 8.624919e-02 8.271787e-02
[10,] 1.019671e-01 9.836751e-02 9.406660e-02 8.922226e-02 8.455241e-02
[11,] 1.092628e-01 1.029535e-01 9.616615e-02 8.962618e-02 8.448741e-02
[12,] 1.127298e-01 1.041028e-01 9.542932e-02 8.799949e-02 8.324317e-02
[13,] 1.122819e-01 1.020569e-01 9.241559e-02 8.513892e-02 8.171834e-02
[14,] 1.082516e-01 9.738364e-02 8.791082e-02 8.195992e-02 8.083570e-02
[15,] 1.012992e-01 9.086949e-02 8.279764e-02 7.934399e-02 8.136804e-02
[16,] 9.229778e-02 8.340325e-02 7.792146e-02 7.798322e-02 8.376250e-02
[17,] 8.221571e-02 7.585607e-02 7.395715e-02 7.823676e-02 8.799725e-02
[18,] 7.199862e-02 6.895978e-02 7.128788e-02 8.002838e-02 9.351760e-02
[19,] 6.245193e-02 6.319435e-02 6.992210e-02 8.282256e-02 9.929176e-02
[20,] 5.413608e-02 5.871059e-02 6.948213e-02 8.570796e-02 1.039976e-01
[21,] 4.729883e-02 5.531904e-02 6.928614e-02 8.758702e-02 1.063070e-01
[22,] 4.187025e-02 5.256133e-02 6.851612e-02 8.743153e-02 1.051954e-01
[23,] 3.752999e-02 4.985234e-02 6.643021e-02 8.453445e-02 1.001883e-01
[24,] 3.383040e-02 4.665252e-02 6.255705e-02 7.868325e-02 9.147167e-02
[25,] 3.033795e-02 4.261706e-02 5.681298e-02 7.020391e-02 7.983749e-02
[26,] 2.674911e-02 3.767681e-02 4.950906e-02 5.986712e-02 6.648609e-02
[27,] 2.294885e-02 3.203211e-02 4.125333e-02 4.869264e-02 5.275175e-02
[28,] 1.900309e-02 2.607186e-02 3.278749e-02 3.771689e-02 3.983343e-02
[29,] 1.509982e-02 2.025312e-02 2.481316e-02 2.779181e-02 2.860089e-02
[30,] 1.146787e-02 1.498390e-02 1.785816e-02 1.946363e-02 1.951251e-02
[31,] 8.303055e-03 1.054232e-02 1.221138e-02 1.294635e-02 1.264083e-02
[32,] 5.722231e-03 7.046767e-03 7.927815e-03 8.173901e-03 7.771985e-03
[33,] 3.751046e-03 4.471932e-03 4.883805e-03 4.896133e-03 4.532902e-03
[34,] 2.338980e-03 2.693307e-03 2.853584e-03 2.781221e-03 2.506865e-03
[35,] 1.388700e-03 1.539301e-03 1.580933e-03 1.497694e-03 1.314140e-03
[36,] 7.867617e-04 8.350794e-04 8.303179e-04 7.643475e-04 6.527939e-04
[37,] 4.269896e-04 4.303709e-04 4.133996e-04 3.696101e-04 3.072011e-04
[38,] 2.233754e-04 2.110324e-04 1.951514e-04 1.693249e-04 1.369272e-04
[39,] 1.136733e-04 9.872717e-05 8.739195e-05 7.348584e-05 5.779706e-05
[40,] 5.694479e-05 4.426356e-05 3.716261e-05 3.021560e-05 2.310041e-05
[41,] 2.845026e-05 1.914921e-05 1.503309e-05 1.177413e-05 8.741936e-06
[42,] 1.432737e-05 8.071399e-06 5.802012e-06 4.350619e-06 3.132415e-06
[43,] 7.301979e-06 3.355102e-06 2.146470e-06 1.526001e-06 1.062899e-06
[44,] 3.749414e-06 1.392807e-06 7.665154e-07 5.089920e-07 3.416461e-07
[45,] 1.918479e-06 5.828556e-07 2.667846e-07 1.619081e-07 1.040821e-07
[46,] 9.652238e-07 2.464422e-07 9.157609e-08 4.933693e-08 3.008216e-08
[47,] 4.717315e-07 1.046693e-07 3.137415e-08 1.449773e-08 8.261676e-09
[48,] 2.218576e-07 4.414709e-08 1.081960e-08 4.145805e-09 2.161537e-09
[49,] 9.975000e-08 1.825262e-08 3.761782e-09 1.166664e-09 5.408919e-10
[50,] 4.269105e-08 7.313391e-09 1.310695e-09 3.267861e-10 1.302153e-10
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.869366e-02 1.919390e-02 1.843804e-02 1.685121e-02 1.495220e-02
 [2,] 2.616153e-02 2.628674e-02 2.494366e-02 2.276489e-02 2.034447e-02
 [3,] 3.484301e-02 3.437442e-02 3.236406e-02 2.962016e-02 2.670750e-02
 [4,] 4.424798e-02 4.302414e-02 4.037590e-02 3.718319e-02 3.383332e-02
 [5,] 5.370574e-02 5.168500e-02 4.855595e-02 4.509634e-02 4.135495e-02
 [6,] 6.247839e-02 5.977673e-02 5.643128e-02 5.290224e-02 4.877104e-02
 [7,] 6.990270e-02 6.679014e-02 6.354521e-02 6.010314e-02 5.552553e-02
 [8,] 7.552315e-02 7.238009e-02 6.953716e-02 6.626002e-02 6.113857e-02
 [9,] 7.918497e-02 7.643806e-02 7.423113e-02 7.111734e-02 6.535749e-02
[10,] 8.107151e-02 7.913667e-02 7.771562e-02 7.471650e-02 6.827335e-02
[11,] 8.168548e-02 8.093606e-02 8.038325e-02 7.744591e-02 7.034550e-02
[12,] 8.177866e-02 8.253583e-02 8.289290e-02 7.998344e-02 7.230076e-02
[13,] 8.223228e-02 8.475648e-02 8.603202e-02 8.312009e-02 7.491947e-02
[14,] 8.389074e-02 8.835072e-02 9.049275e-02 8.750284e-02 7.876818e-02
[15,] 8.736310e-02 9.377556e-02 9.661832e-02 9.337545e-02 8.396672e-02
[16,] 9.282984e-02 1.009881e-01 1.042040e-01 1.004089e-01 9.007198e-02
[17,] 9.991165e-02 1.093401e-01 1.124328e-01 1.076907e-01 9.612515e-02
[18,] 1.076589e-01 1.176288e-01 1.199871e-01 1.138906e-01 1.008570e-01
[19,] 1.146927e-01 1.243130e-01 1.253211e-01 1.175639e-01 1.029957e-01
[20,] 1.194806e-01 1.278498e-01 1.270225e-01 1.175072e-01 1.015903e-01
[21,] 1.206825e-01 1.270591e-01 1.241608e-01 1.130644e-01 9.625602e-02
[22,] 1.174693e-01 1.214123e-01 1.165213e-01 1.042954e-01 8.727377e-02
[23,] 1.097225e-01 1.111621e-01 1.046604e-01 9.196268e-02 7.551780e-02
[24,] 9.805805e-02 9.727918e-02 8.977139e-02 7.734748e-02 6.224153e-02
[25,] 8.367326e-02 8.122204e-02 7.340804e-02 6.195528e-02 4.879175e-02
[26,] 6.806808e-02 6.461375e-02 5.715219e-02 4.720306e-02 3.633803e-02
[27,] 5.272810e-02 4.892138e-02 4.232016e-02 3.417341e-02 2.568850e-02
[28,] 3.885697e-02 3.522097e-02 2.977865e-02 2.348960e-02 1.722523e-02
[29,] 2.721928e-02 2.409334e-02 1.989672e-02 1.531908e-02 1.094920e-02
[30,] 1.811202e-02 1.564930e-02 1.261533e-02 9.473433e-03 6.594423e-03
[31,] 1.144140e-02 9.645879e-03 7.586069e-03 5.552462e-03 3.761583e-03
[32,] 6.857819e-03 5.639193e-03 4.324440e-03 3.083093e-03 2.031495e-03
[33,] 3.898409e-03 3.125559e-03 2.335933e-03 1.621276e-03 1.038455e-03
[34,] 2.100919e-03 1.641753e-03 1.195244e-03 8.071736e-04 5.023233e-04
[35,] 1.073002e-03 8.169830e-04 5.791473e-04 3.803710e-04 2.298880e-04
[36,] 5.191942e-04 3.850523e-04 2.656727e-04 1.696235e-04 9.952095e-05
[37,] 2.379496e-04 1.718387e-04 1.153548e-04 7.156887e-05 4.074896e-05
[38,] 1.032690e-04 7.259824e-05 4.739959e-05 2.856642e-05 1.577872e-05
[39,] 4.243296e-05 2.903066e-05 1.842873e-05 1.078512e-05 5.777459e-06
[40,] 1.650507e-05 1.098617e-05 6.778587e-06 3.851087e-06 2.000209e-06
[41,] 6.076554e-06 3.934034e-06 2.358607e-06 1.300440e-06 6.547211e-07
[42,] 2.117300e-06 1.332859e-06 7.762501e-07 4.152518e-07 2.026067e-07
[43,] 6.981760e-07 4.272122e-07 2.416233e-07 1.253761e-07 5.927107e-08
[44,] 2.178701e-07 1.295341e-07 7.112715e-08 3.579104e-08 1.639096e-08
[45,] 6.434265e-08 3.715201e-08 1.979995e-08 9.659780e-09 4.284705e-09
[46,] 1.798560e-08 1.007915e-08 5.211969e-09 2.464753e-09 1.058711e-09
[47,] 4.759810e-09 2.586476e-09 1.297269e-09 5.945321e-10 2.472634e-10
[48,] 1.193161e-09 6.278482e-10 3.053063e-10 1.355682e-10 5.458292e-11
[49,] 2.835311e-10 1.441813e-10 6.793788e-11 2.922189e-11 1.138826e-11
[50,] 6.395390e-11 3.133029e-11 1.429431e-11 5.954126e-12 2.245709e-12
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.305240e-02 1.117852e-02 9.227367e-03 7.172661e-03 5.145449e-03
 [2,] 1.791687e-02 1.538586e-02 1.260647e-02 9.634240e-03 6.747836e-03
 [3,] 2.368487e-02 2.030799e-02 1.644429e-02 1.231526e-02 8.405428e-03
 [4,] 3.012029e-02 2.567224e-02 2.046516e-02 1.498184e-02 9.952874e-03
 [5,] 3.681656e-02 3.106206e-02 2.430214e-02 1.736293e-02 1.122484e-02
 [6,] 4.324235e-02 3.598550e-02 2.757373e-02 1.921741e-02 1.210298e-02
 [7,] 4.884794e-02 3.999235e-02 2.998778e-02 2.040833e-02 1.255819e-02
 [8,] 5.321319e-02 4.280960e-02 3.144032e-02 2.095841e-02 1.267165e-02
 [9,] 5.619213e-02 4.444791e-02 3.207097e-02 2.106267e-02 1.262363e-02
[10,] 5.799619e-02 4.523218e-02 3.224680e-02 2.104714e-02 1.264918e-02
[11,] 5.916980e-02 4.573127e-02 3.246958e-02 2.128069e-02 1.297153e-02
[12,] 6.044754e-02 4.659761e-02 3.322927e-02 2.206414e-02 1.373208e-02
[13,] 6.252701e-02 4.836170e-02 3.484694e-02 2.352976e-02 1.493819e-02
[14,] 6.582695e-02 5.124583e-02 3.735601e-02 2.558275e-02 1.644564e-02
[15,] 7.031029e-02 5.505741e-02 4.046056e-02 2.790447e-02 1.798333e-02
[16,] 7.543346e-02 5.919917e-02 4.358673e-02 3.001999e-02 1.921556e-02
[17,] 8.024420e-02 6.279781e-02 4.601657e-02 3.141346e-02 1.982566e-02
[18,] 8.360423e-02 6.491791e-02 4.706824e-02 3.165947e-02 1.959714e-02
[19,] 8.447536e-02 6.480130e-02 4.627180e-02 3.053238e-02 1.846815e-02
[20,] 8.218740e-02 6.206311e-02 4.348894e-02 2.806087e-02 1.654301e-02
[21,] 7.661113e-02 5.678793e-02 3.894228e-02 2.451308e-02 1.405917e-02
[22,] 6.818795e-02 4.950027e-02 3.314875e-02 2.032021e-02 1.132266e-02
[23,] 5.781283e-02 4.102428e-02 2.678319e-02 1.596668e-02 8.634728e-03
[24,] 4.661319e-02 3.228209e-02 2.051891e-02 1.188314e-02 6.232089e-03
[25,] 3.569616e-02 2.409560e-02 1.489425e-02 8.372319e-03 4.255436e-03
[26,] 2.593890e-02 1.704692e-02 1.023801e-02 5.581983e-03 2.748296e-03
[27,] 1.787219e-02 1.142448e-02 6.661339e-03 3.520714e-03 1.678436e-03
[28,] 1.166928e-02 7.249597e-03 4.101239e-03 2.100264e-03 9.691720e-04
[29,] 7.216782e-03 4.354332e-03 2.388711e-03 1.184786e-03 5.290531e-04
[30,] 4.225783e-03 2.474764e-03 1.315885e-03 6.319278e-04 2.729976e-04
[31,] 2.342050e-03 1.330603e-03 6.854969e-04 3.186450e-04 1.331516e-04
[32,] 1.228279e-03 6.766788e-04 3.376515e-04 1.518867e-04 6.138133e-05
[33,] 6.094171e-04 3.254374e-04 1.572387e-04 6.843404e-05 2.674275e-05
[34,] 2.860039e-04 1.479952e-04 6.922120e-05 2.914332e-05 1.101130e-05
[35,] 1.269416e-04 6.363224e-05 2.880556e-05 1.173002e-05 4.284699e-06
[36,] 5.327925e-05 2.586535e-05 1.133040e-05 4.462048e-06 1.575577e-06
[37,] 2.114406e-05 9.938908e-06 4.212337e-06 1.604095e-06 5.475022e-07
[38,] 7.933373e-06 3.610043e-06 1.480106e-06 5.449724e-07 1.797843e-07
[39,] 2.814073e-06 1.239417e-06 4.915174e-07 1.749676e-07 5.578670e-08
[40,] 9.436133e-07 4.021936e-07 1.542584e-07 5.308489e-08 1.635750e-08
[41,] 2.990967e-07 1.233530e-07 4.575222e-08 1.521974e-08 4.532166e-09
[42,] 8.961271e-08 3.575602e-08 1.282391e-08 4.123460e-09 1.186573e-09
[43,] 2.537754e-08 9.795340e-09 3.396754e-09 1.055666e-09 2.935467e-10
[44,] 6.792628e-09 2.536015e-09 8.502311e-10 2.553870e-10 6.862018e-11
[45,] 1.718392e-09 6.204936e-10 2.011099e-10 5.838133e-11 1.515710e-11
[46,] 4.108577e-10 1.434725e-10 4.495191e-11 1.261098e-11 3.163499e-12
[47,] 9.284016e-11 3.135009e-11 9.494602e-12 2.574072e-12 6.238847e-13
[48,] 1.982655e-11 6.473542e-12 1.895026e-12 4.964623e-13 1.162584e-13
[49,] 4.001447e-12 1.263202e-12 3.574041e-13 9.047810e-14 2.047041e-14
[50,] 7.632038e-13 2.329313e-13 6.369545e-14 1.558087e-14 3.405733e-15

> 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  
    9.52305     -0.01237  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7lb4e1259329322.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] 288.1963 301.9025 315.6088 329.3151 343.0214 356.7276 370.4339 384.1402
 [9] 397.8465 411.5527 425.2590 438.9653 452.6716 466.3778 480.0841 493.7904
[17] 507.4967 521.2029 534.9092 548.6155 562.3218 576.0280 589.7343 603.4406
[25] 617.1469 630.8531 644.5594 658.2657 671.9720 685.6782 699.3845 713.0908
[33] 726.7971 740.5033 754.2096 767.9159 781.6222 795.3284 809.0347 822.7410
[41] 836.4473 850.1535 863.8598 877.5661 891.2724 904.9786 918.6849 932.3912
[49] 946.0975 959.8037

$yords
 [1] 0.4985982 0.6211044 0.7436106 0.8661168 0.9886230 1.1111292 1.2336354
 [8] 1.3561416 1.4786478 1.6011540 1.7236602 1.8461664 1.9686726 2.0911788
[15] 2.2136850 2.3361911 2.4586973 2.5812035 2.7037097 2.8262159 2.9487221
[22] 3.0712283 3.1937345 3.3162407 3.4387469 3.5612531 3.6837593 3.8062655
[29] 3.9287717 4.0512779 4.1737841 4.2962903 4.4187965 4.5413027 4.6638089
[36] 4.7863150 4.9088212 5.0313274 5.1538336 5.2763398 5.3988460 5.5213522
[43] 5.6438584 5.7663646 5.8888708 6.0113770 6.1338832 6.2563894 6.3788956
[50] 6.5014018

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.800024e-03 4.232203e-03 5.981072e-03 7.954393e-03 1.000982e-02
 [2,] 5.689535e-03 8.639430e-03 1.221087e-02 1.617020e-02 2.019409e-02
 [3,] 9.295147e-03 1.424600e-02 2.024298e-02 2.683267e-02 3.340368e-02
 [4,] 1.227790e-02 1.910163e-02 2.747246e-02 3.672217e-02 4.590748e-02
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[28,] 1.409503e-02 0.0164750316 0.0190019448 0.0207691581 0.0210502655
[29,] 1.398719e-02 0.0127974323 0.0124579128 0.0124219023 0.0121135622
[30,] 1.924468e-02 0.0139781557 0.0103254604 0.0080281959 0.0065881520
[31,] 2.759050e-02 0.0185903571 0.0118364125 0.0073176971 0.0045679332
[32,] 3.372303e-02 0.0226533061 0.0140234922 0.0080555326 0.0043567565
[33,] 3.318626e-02 0.0226219802 0.0141286781 0.0080927000 0.0042637479
[34,] 2.611832e-02 0.0181475251 0.0115390292 0.0067126108 0.0035734336
[35,] 1.703781e-02 0.0121446063 0.0079238036 0.0047299141 0.0025822808
[36,] 1.120303e-02 0.0083995442 0.0057701971 0.0036292534 0.0020886988
[37,] 1.157966e-02 0.0093573747 0.0069075842 0.0046544292 0.0028610884
[38,] 1.799869e-02 0.0152221224 0.0117221528 0.0082172620 0.0052433958
[39,] 2.717114e-02 0.0235661032 0.0185999394 0.0133608204 0.0087389091
[40,] 3.372023e-02 0.0298872661 0.0241264608 0.0177552352 0.0119355418
[41,] 3.346131e-02 0.0303968694 0.0252434157 0.0192378503 0.0135475664
[42,] 2.681257e-02 0.0253074991 0.0221229894 0.0181233960 0.0141590720
[43,] 1.828933e-02 0.0187439310 0.0183814396 0.0175720781 0.0166243108
[44,] 1.232451e-02 0.0149158090 0.0177621972 0.0207935011 0.0237068839
[45,] 9.995496e-03 0.0146315545 0.0205752041 0.0274722579 0.0344915335
[46,] 9.438844e-03 0.0154226318 0.0234952347 0.0332144726 0.0434521195
[47,] 8.441089e-03 0.0144649118 0.0228355232 0.0331938802 0.0444332418
[48,] 6.315416e-03 0.0111024599 0.0179160337 0.0265585189 0.0362000846
[49,] 3.794348e-03 0.0068022310 0.0111804367 0.0168670009 0.0233822994
[50,] 1.810468e-03 0.0033049518 0.0055283656 0.0084839301 0.0119588649
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 0.0018288105 0.0015823158 0.0012449830 8.907986e-04 5.796174e-04
 [2,] 0.0052827153 0.0046609595 0.0037397214 2.728657e-03 1.810525e-03
 [3,] 0.0120670995 0.0108571206 0.0088832572 6.609607e-03 4.472237e-03
 [4,] 0.0217974545 0.0199991343 0.0166863914 1.266075e-02 8.735793e-03
 [5,] 0.0311362139 0.0291316357 0.0247861887 1.917787e-02 1.349388e-02
 [6,] 0.0351708615 0.0335564277 0.0291148299 2.297199e-02 1.648272e-02
 [7,] 0.0314164731 0.0305663648 0.0270443152 2.175975e-02 1.592128e-02
 [8,] 0.0221916673 0.0220176049 0.0198653439 1.629926e-02 1.216146e-02
 [9,] 0.0123964217 0.0125421715 0.0115397245 9.655271e-03 7.346489e-03
[10,] 0.0054797900 0.0056543399 0.0053058324 4.527722e-03 3.513677e-03
[11,] 0.0019398624 0.0020452341 0.0019615324 1.711383e-03 1.358376e-03
[12,] 0.0006651161 0.0007355517 0.0007422812 6.837116e-04 5.749542e-04
[13,] 0.0006585411 0.0008093956 0.0009069796 9.263774e-04 8.622504e-04
[14,] 0.0017251349 0.0022093304 0.0025735269 2.726567e-03 2.627323e-03
[15,] 0.0042362103 0.0055401993 0.0065890735 7.126455e-03 7.009261e-03
[16,] 0.0083119449 0.0110859577 0.0134459967 1.483066e-02 1.487561e-02
[17,] 0.0129059029 0.0175518315 0.0217080752 2.441606e-02 2.497357e-02
[18,] 0.0158587270 0.0219838714 0.0277204168 3.179060e-02 3.315681e-02
[19,] 0.0154787452 0.0218233194 0.0280240031 3.275137e-02 3.482160e-02
[20,] 0.0122623211 0.0173613564 0.0225559930 2.677379e-02 2.896925e-02
[21,] 0.0088222946 0.0117722393 0.0149320853 1.766201e-02 1.925617e-02
[22,] 0.0081975807 0.0087659400 0.0095239879 1.028859e-02 1.073604e-02
[23,] 0.0121222943 0.0103566666 0.0086534321 7.269462e-03 6.225160e-03
[24,] 0.0198423494 0.0159395164 0.0118524620 8.278149e-03 5.555539e-03
[25,] 0.0277535445 0.0223760071 0.0164584872 1.107752e-02 6.861615e-03
[26,] 0.0311293060 0.0255206735 0.0190386965 1.293025e-02 8.002729e-03
[27,] 0.0276981661 0.0231326488 0.0175775595 1.215047e-02 7.641209e-03
[28,] 0.0195772146 0.0166258034 0.0128643135 9.059958e-03 5.805119e-03
[29,] 0.0111661386 0.0095402761 0.0074799951 5.355890e-03 3.494378e-03
[30,] 0.0055229777 0.0045293355 0.0035144577 2.529585e-03 1.671604e-03
[31,] 0.0029828752 0.0020499633 0.0014400838 9.916474e-04 6.472508e-04
[32,] 0.0022775532 0.0011953011 0.0006528785 3.746225e-04 2.200931e-04
[33,] 0.0020803031 0.0009529277 0.0004200877 1.848413e-04 8.420379e-05
[34,] 0.0017427076 0.0007807576 0.0003233219 1.253136e-04 4.650101e-05
[35,] 0.0012892195 0.0005887175 0.0002460995 9.437965e-05 3.336485e-05
[36,] 0.0010993659 0.0005289662 0.0002325936 9.345636e-05 3.432334e-05
[37,] 0.0016037725 0.0008195675 0.0003817878 1.621620e-04 6.284863e-05
[38,] 0.0030459519 0.0016115333 0.0007772563 3.423928e-04 1.382808e-04
[39,] 0.0052097065 0.0028362277 0.0014153139 6.518937e-04 2.806495e-04
[40,] 0.0073563065 0.0041854898 0.0022249225 1.126670e-03 5.582589e-04
[41,] 0.0089202515 0.0055934765 0.0034231591 2.095581e-03 1.300200e-03
[42,] 0.0107831849 0.0081708883 0.0062208055 4.728628e-03 3.523594e-03
[43,] 0.0156407877 0.0145243772 0.0131066509 1.129982e-02 9.177456e-03
[44,] 0.0259721465 0.0269885385 0.0263274330 2.393312e-02 2.017249e-02
[45,] 0.0404329276 0.0440471608 0.0444557773 4.148169e-02 3.572783e-02
[46,] 0.0525288933 0.0586362555 0.0604115273 5.742111e-02 5.032377e-02
[47,] 0.0547949172 0.0622809084 0.0652672302 6.306607e-02 5.617672e-02
[48,] 0.0454116909 0.0524728307 0.0558813910 5.486419e-02 4.965586e-02
[49,] 0.0298184017 0.0350141713 0.0378858960 3.778872e-02 3.474718e-02
[50,] 0.0155016881 0.0184973707 0.0203344678 2.060477e-02 1.924787e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.429645e-04 1.845452e-04 9.030296e-05 4.018345e-05 1.626066e-05
 [2,] 1.092461e-03 5.994502e-04 2.991204e-04 1.357329e-04 5.601050e-05
 [3,] 2.751819e-03 1.539787e-03 7.835150e-04 3.625600e-04 1.525661e-04
 [4,] 5.481394e-03 3.127703e-03 1.622952e-03 7.658293e-04 3.286274e-04
 [5,] 8.634144e-03 5.023974e-03 2.658406e-03 1.279208e-03 5.597662e-04
 [6,] 1.075486e-02 6.381555e-03 3.443453e-03 1.689692e-03 7.539920e-04
 [7,] 1.059370e-02 6.410072e-03 3.527152e-03 1.764946e-03 8.031269e-04
 [8,] 8.251810e-03 5.091651e-03 2.857024e-03 1.457858e-03 6.764909e-04
 [9,] 5.083252e-03 3.198527e-03 1.830227e-03 9.523728e-04 4.506668e-04
[10,] 2.479712e-03 1.591475e-03 9.288792e-04 4.930401e-04 2.379967e-04
[11,] 9.809324e-04 6.445141e-04 3.853294e-04 2.096402e-04 1.038006e-04
[12,] 4.415185e-04 3.096771e-04 1.984224e-04 1.161594e-04 6.213607e-05
[13,] 7.312089e-04 5.648413e-04 3.973830e-04 2.545763e-04 1.484865e-04
[14,] 2.302568e-03 1.835295e-03 1.330417e-03 8.771060e-04 5.258894e-04
[15,] 6.269313e-03 5.099366e-03 3.771904e-03 2.537190e-03 1.552004e-03
[16,] 1.356861e-02 1.125491e-02 8.489754e-03 5.823633e-03 3.632777e-03
[17,] 2.322919e-02 1.964872e-02 1.511406e-02 1.057241e-02 6.725322e-03
[18,] 3.144903e-02 2.712658e-02 2.127807e-02 1.517810e-02 9.845758e-03
[19,] 3.367455e-02 2.961729e-02 2.368957e-02 1.723162e-02 1.139848e-02
[20,] 2.853880e-02 2.558268e-02 2.086108e-02 1.547183e-02 1.043582e-02
[21,] 1.922673e-02 1.752097e-02 1.454647e-02 1.099283e-02 7.558099e-03
[22,] 1.056184e-02 9.639468e-03 8.085578e-03 6.201507e-03 4.337590e-03
[23,] 5.382313e-03 4.576934e-03 3.721820e-03 2.833327e-03 1.992667e-03
[24,] 3.686840e-03 2.478823e-03 1.697427e-03 1.163344e-03 7.755359e-04
[25,] 3.952487e-03 2.154802e-03 1.140702e-03 6.034393e-04 3.249742e-04
[26,] 4.522699e-03 2.342939e-03 1.120643e-03 5.013024e-04 2.141190e-04
[27,] 4.373156e-03 2.279171e-03 1.083126e-03 4.705634e-04 1.878139e-04
[28,] 3.383553e-03 1.793982e-03 8.654140e-04 3.799917e-04 1.519998e-04
[29,] 2.075207e-03 1.121247e-03 5.510701e-04 2.463567e-04 1.001881e-04
[30,] 1.009077e-03 5.551147e-04 2.779859e-04 1.266547e-04 5.249064e-05
[31,] 3.923398e-04 2.184897e-04 1.111873e-04 5.157307e-05 2.177752e-05
[32,] 1.271133e-04 6.974955e-05 3.559624e-05 1.670310e-05 7.165189e-06
[33,] 4.023189e-05 1.972669e-05 9.542909e-06 4.398936e-06 1.889381e-06
[34,] 1.709902e-05 6.465442e-06 2.558104e-06 1.041804e-06 4.207383e-07
[35,] 1.097923e-05 3.424337e-06 1.042054e-06 3.206193e-07 1.023090e-07
[36,] 1.153440e-05 3.555583e-06 1.010680e-06 2.676202e-07 6.721085e-08
[37,] 2.226586e-05 7.238004e-06 2.175149e-06 6.127913e-07 1.656711e-07
[38,] 5.157420e-05 1.800148e-05 6.011553e-06 1.980563e-06 6.634887e-07
[39,] 1.152929e-04 4.651848e-05 1.898356e-05 7.947207e-06 3.375833e-06
[40,] 2.782251e-04 1.415140e-04 7.286776e-05 3.704866e-05 1.809222e-05
[41,] 8.123600e-04 5.002268e-04 2.961105e-04 1.651500e-04 8.562249e-05
[42,] 2.520065e-03 1.699738e-03 1.067977e-03 6.201918e-04 3.312340e-04
[43,] 6.951038e-03 4.876386e-03 3.154301e-03 1.875528e-03 1.022821e-03
[44,] 1.570947e-02 1.127408e-02 7.440991e-03 4.508884e-03 2.504692e-03
[45,] 2.836407e-02 2.072789e-02 1.392457e-02 8.587539e-03 4.855747e-03
[46,] 4.063373e-02 3.019861e-02 2.063389e-02 1.294606e-02 7.449334e-03
[47,] 4.610402e-02 3.483233e-02 2.420106e-02 1.544485e-02 9.042682e-03
[48,] 4.141230e-02 3.180148e-02 2.246464e-02 1.458112e-02 8.685461e-03
[49,] 2.944515e-02 2.298075e-02 1.650340e-02 1.089340e-02 6.601034e-03
[50,] 1.657242e-02 1.314424e-02 9.595419e-03 6.440380e-03 3.969764e-03

> 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  
   1.882843     0.001090  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1rse51259329322.ps tmp/1rse51259329322.png")
> system("convert tmp/2sbk01259329322.ps tmp/2sbk01259329322.png")
> system("convert tmp/3ln1f1259329322.ps tmp/3ln1f1259329322.png")
> system("convert tmp/428r21259329322.ps tmp/428r21259329322.png")
> system("convert tmp/5rz1s1259329322.ps tmp/5rz1s1259329322.png")
> system("convert tmp/6hk5j1259329322.ps tmp/6hk5j1259329322.png")
> system("convert tmp/7lb4e1259329322.ps tmp/7lb4e1259329322.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.019   1.296   2.304