R version 3.0.2 (2013-09-25) -- "Frisbee Sailing" Copyright (C) 2013 The R Foundation for Statistical Computing Platform: x86_64-pc-linux-gnu (64-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(228768.00 + ,227916.00 + ,227052.00 + ,225264.00 + ,242952.00 + ,242016.00 + ,228768.00 + ,219960.00 + ,220812.00 + ,220812.00 + ,221760.00 + ,223464.00 + ,226116.00 + ,226116.00 + ,224412.00 + ,219960.00 + ,242952.00 + ,246456.00 + ,241164.00 + ,228768.00 + ,234072.00 + ,226116.00 + ,229704.00 + ,231420.00 + ,233208.00 + ,228768.00 + ,229704.00 + ,223464.00 + ,242952.00 + ,249108.00 + ,243816.00 + ,234072.00 + ,244668.00 + ,233208.00 + ,243816.00 + ,242952.00 + ,245604.00 + ,235860.00 + ,246456.00 + ,245604.00 + ,261504.00 + ,257916.00 + ,243816.00 + ,236712.00 + ,246456.00 + ,233208.00 + ,242952.00 + ,244668.00 + ,248256.00 + ,240312.00 + ,244668.00 + ,247320.00 + ,257064.00 + ,249108.00 + ,238512.00 + ,227052.00 + ,237660.00 + ,208500.00 + ,222612.00 + ,230556.00 + ,238512.00 + ,227052.00 + ,227052.00 + ,227052.00 + ,233208.00 + ,224412.00 + ,212868.00 + ,203208.00 + ,210216.00 + ,182856.00 + ,199620.00 + ,209364.00 + ,211152.00 + ,201408.00 + ,202260.00 + ,199620.00 + ,208500.00 + ,202260.00 + ,189960.00 + ,181068.00 + ,196104.00 + ,163452.00 + ,184656.00 + ,194316.00 + ,194316.00 + ,182856.00 + ,172260.00 + ,171408.00 + ,181068.00 + ,172260.00 + ,155508.00 + ,143964.00 + ,156360.00 + ,127212.00 + ,153708.00 + ,167808.00 + ,172260.00 + ,162516.00 + ,150204.00 + ,159012.00 + ,162516.00 + ,159864.00 + ,133356.00 + ,121056.00 + ,129852.00 + ,103356.00 + ,130716.00 + ,140460.00 + ,148404.00 + ,135156.00 + ,122760.00 + ,129852.00 + ,133356.00 + ,126348.00 + ,99852.00 + ,88308.00 + ,98904.00 + ,69756.00 + ,101556.00 + ,121056.00) > par3 = '512' > par2 = 'no' > par1 = '0' > ylab = 'dichtheid' > xlab = 'Euro' > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/wessaorg/rcomp/tmp/1ftgi1438096906.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (120 obs.); Bandwidth 'bw' = 1.572e+04 x y Min. : 22586 Min. :2.415e-09 1st Qu.: 94108 1st Qu.:4.321e-07 Median :165630 Median :2.936e-06 Mean :165630 Mean :3.492e-06 3rd Qu.:237152 3rd Qu.:4.591e-06 Max. :308674 Max. :1.204e-05 > postscript(file="/var/wessaorg/rcomp/tmp/2gcgy1438096906.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3vodr1438096906.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4i5um1438096906.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5vlau1438096906.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6skem1438096906.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/74t2w1438096906.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$y,3) > plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Properties of Density Trace',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Bandwidth',header=TRUE) > a<-table.element(a,mydensity1$bw) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'#Observations',header=TRUE) > a<-table.element(a,mydensity1$n) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/8p9x41438096906.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Maximum Density Values',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Kernel',1,TRUE) > a<-table.element(a,'x-value',1,TRUE) > a<-table.element(a,'max. density',1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Gaussian',1,TRUE) > a<-table.element(a,mydensity1$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/wessaorg/rcomp/tmp/9pa8z1438096906.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/wessaorg/rcomp/tmp/1077jq1438096906.tab") + } > > try(system("convert tmp/1ftgi1438096906.ps tmp/1ftgi1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/2gcgy1438096906.ps tmp/2gcgy1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/3vodr1438096906.ps tmp/3vodr1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/4i5um1438096906.ps tmp/4i5um1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/5vlau1438096906.ps tmp/5vlau1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/6skem1438096906.ps tmp/6skem1438096906.png",intern=TRUE)) character(0) > try(system("convert tmp/74t2w1438096906.ps tmp/74t2w1438096906.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.629 0.472 3.125