R version 2.15.2 (2012-10-26) -- "Trick or Treat" Copyright (C) 2012 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i686-pc-linux-gnu (32-bit) 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. 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. > x <- c(20 + ,25 + ,15 + ,15 + ,25 + ,25 + ,25 + ,21 + ,30 + ,25 + ,20 + ,40 + ,13 + ,30 + ,25 + ,20 + ,25 + ,20 + ,25 + ,20 + ,20 + ,15 + ,15 + ,12 + ,20 + ,5 + ,20 + ,15 + ,25 + ,22 + ,20 + ,22 + ,25 + ,20 + ,20 + ,35 + ,30 + ,25 + ,20 + ,20 + ,20 + ,25 + ,25 + ,15 + ,20 + ,35 + ,25 + ,25 + ,30 + ,23 + ,10 + ,22 + ,25 + ,25 + ,22 + ,30 + ,20 + ,25 + ,25 + ,22 + ,25 + ,25 + ,25 + ,22 + ,25 + ,12 + ,18 + ,20 + ,20 + ,22 + ,30 + ,25 + ,22 + ,20 + ,50 + ,30 + ,25 + ,20 + ,30 + ,22 + ,25 + ,30 + ,22 + ,25 + ,22 + ,22 + ,25 + ,25 + ,25 + ,20 + ,22 + ,15 + ,20 + ,30 + ,20 + ,25 + ,30 + ,35 + ,22 + ,12 + ,30 + ,15 + ,10 + ,30 + ,9 + ,25 + ,20 + ,20 + ,35 + ,25 + ,35 + ,30 + ,12 + ,25 + ,15 + ,25 + ,25 + ,20 + ,20 + ,6 + ,15 + ,40 + ,20 + ,40 + ,25 + ,25 + ,20 + ,15 + ,15 + ,22 + ,24 + ,22 + ,20 + ,25 + ,25 + ,25 + ,35 + ,40 + ,20 + ,22 + ,22 + ,20 + ,25 + ,25 + ,18 + ,25 + ,20 + ,25 + ,30 + ,20 + ,22 + ,35 + ,22 + ,25 + ,25 + ,25 + ,25 + ,22 + ,23 + ,35 + ,15 + ,25 + 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,30 + ,25 + ,25 + ,30 + ,20 + ,25 + ,25 + ,24 + ,25 + ,30 + ,18 + ,15 + ,22 + ,22 + ,25 + ,22 + ,22 + ,25 + ,15 + ,20 + ,22 + ,18 + ,35 + ,20 + ,20 + ,20 + ,25 + ,25 + ,30 + ,15 + ,25 + ,22 + ,26 + ,25 + ,20 + ,25 + ,25 + ,25 + ,22 + ,25 + ,25 + ,20 + ,22 + ,30 + ,15 + ,30 + ,25 + ,20 + ,25 + ,25 + ,35 + ,22 + ,20 + ,25 + ,20 + ,20 + ,18 + ,20 + ,22 + ,25 + ,10 + ,20 + ,25 + ,20 + ,20 + ,30 + ,25 + ,20 + ,15 + ,20 + ,25 + ,10 + ,20 + ,25 + ,22 + ,22 + ,25 + ,25 + ,15 + ,25 + ,20 + ,10 + ,25 + ,16 + ,25 + ,35 + ,25 + ,15 + ,25 + ,25 + ,30 + ,25 + ,10 + ,22 + ,20 + ,25 + ,20 + ,20 + ,25 + ,22 + ,18 + ,30 + ,19 + ,25 + ,20 + ,25 + ,20 + ,25 + ,20 + ,22 + ,12 + ,30 + ,12 + ,22 + ,25 + ,25 + ,25 + ,25 + ,30 + ,30 + ,10 + ,22 + ,22 + ,25 + ,20 + ,22 + ,20 + ,25 + ,20 + ,15 + ,25 + ,20 + ,25 + ,20 + ,30 + ,15 + ,40 + ,25 + ,20 + ,22 + ,22 + ,30 + ,20 + ,40 + ,20 + ,25 + ,20 + ,25 + ,20 + ,50 + ,50 + ,25 + ,25 + ,40 + ,30 + ,22 + ,30 + ,20 + ,25 + ,25 + ,30 + ,25 + ,25 + ,20 + ,18 + ,18 + ,28 + ,25 + ,22 + ,15 + ,40 + ,40 + ,12 + ,12 + ,18 + ,12 + ,25 + ,26 + ,18 + ,25 + ,22 + ,15 + ,25 + ,15 + ,15 + ,15 + ,25 + ,15 + ,12 + ,22 + ,20 + ,20 + ,25 + ,20 + ,12 + ,9 + ,15 + ,12 + ,15 + ,25 + ,20 + ,20 + ,15 + ,15 + ,30 + ,21 + ,25 + ,22 + ,22 + ,50 + ,15 + ,25 + ,15 + ,25 + ,22 + ,18 + ,50 + ,20 + ,50 + ,20 + ,20 + ,30 + ,25 + ,20 + ,22 + ,25 + ,50 + ,40 + ,25 + ,25 + ,25 + ,25 + ,30 + ,40 + ,25 + ,30 + ,20) > par3 = '512' > par2 = 'no' > par1 = '0' > ylab = 'Density' > xlab = 'Max te willen betalen prijs' > par3 <- '512' > par2 <- 'no' > par1 <- '0' > #'GNU S' R Code compiled by R2WASP v. 1.2.291 () > #Author: root > #To cite this work: Wessa, P. (2012), Kernel Density Estimation (v1.0.11) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/fisher/rcomp/tmp/1h3if1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (900 obs.); Bandwidth 'bw' = 0.8615 x y Min. : 2.415 Min. :0.000e+00 1st Qu.:18.708 1st Qu.:6.399e-05 Median :35.000 Median :2.418e-03 Mean :35.000 Mean :1.533e-02 3rd Qu.:51.292 3rd Qu.:1.235e-02 Max. :67.585 Max. :1.531e-01 > postscript(file="/var/fisher/rcomp/tmp/2u81s1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/324lh1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE) > mydensity[,3] = signif(mydensity3$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/4x6ly1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/55m4r1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE) > mydensity[,5] = signif(mydensity5$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/6x3p31356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/7hgju1356607597.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE) > mydensity[,7] = signif(mydensity7$y,3) > plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > > #Note: the /var/fisher/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/fisher/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Properties of Density Trace',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Bandwidth',header=TRUE) > a<-table.element(a,mydensity1$bw) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'#Observations',header=TRUE) > a<-table.element(a,mydensity1$n) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/8i48q1356607597.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Maximum Density Values',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Kernel',1,TRUE) > a<-table.element(a,'x-value',1,TRUE) > a<-table.element(a,'max. density',1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Gaussian',1,TRUE) > a<-table.element(a,mydensity1$x[mydensity1$y==max(mydensity1$y)],1) > a<-table.element(a,mydensity1$y[mydensity1$y==max(mydensity1$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Epanechnikov',1,TRUE) > a<-table.element(a,mydensity2$x[mydensity2$y==max(mydensity2$y)],1) > a<-table.element(a,mydensity2$y[mydensity2$y==max(mydensity2$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Rectangular',1,TRUE) > a<-table.element(a,mydensity3$x[mydensity3$y==max(mydensity3$y)],1) > a<-table.element(a,mydensity3$y[mydensity3$y==max(mydensity3$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Triangular',1,TRUE) > a<-table.element(a,mydensity4$x[mydensity4$y==max(mydensity4$y)],1) > a<-table.element(a,mydensity4$y[mydensity4$y==max(mydensity4$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Biweight',1,TRUE) > a<-table.element(a,mydensity5$x[mydensity5$y==max(mydensity5$y)],1) > a<-table.element(a,mydensity5$y[mydensity5$y==max(mydensity5$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Cosine',1,TRUE) > a<-table.element(a,mydensity6$x[mydensity6$y==max(mydensity6$y)],1) > a<-table.element(a,mydensity6$y[mydensity6$y==max(mydensity6$y)],1) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Optcosine',1,TRUE) > a<-table.element(a,mydensity7$x[mydensity7$y==max(mydensity7$y)],1) > a<-table.element(a,mydensity7$y[mydensity7$y==max(mydensity7$y)],1) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/9ckss1356607597.tab") > if (par2=='yes') { + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Kernel Density Values',8,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'x-value',1,TRUE) + a<-table.element(a,'Gaussian',1,TRUE) + a<-table.element(a,'Epanechnikov',1,TRUE) + a<-table.element(a,'Rectangular',1,TRUE) + a<-table.element(a,'Triangular',1,TRUE) + a<-table.element(a,'Biweight',1,TRUE) + a<-table.element(a,'Cosine',1,TRUE) + a<-table.element(a,'Optcosine',1,TRUE) + a<-table.row.end(a) + for(i in 1:par3) { + a<-table.row.start(a) + a<-table.element(a,mydensity[i,8],1,TRUE) + for(j in 1:7) { + a<-table.element(a,mydensity[i,j],1) + } + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/fisher/rcomp/tmp/102bjm1356607597.tab") + } > > try(system("convert tmp/1h3if1356607597.ps tmp/1h3if1356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/2u81s1356607597.ps tmp/2u81s1356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/324lh1356607597.ps tmp/324lh1356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/4x6ly1356607597.ps tmp/4x6ly1356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/55m4r1356607597.ps tmp/55m4r1356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/6x3p31356607597.ps tmp/6x3p31356607597.png",intern=TRUE)) character(0) > try(system("convert tmp/7hgju1356607597.ps tmp/7hgju1356607597.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 4.151 1.088 5.235