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Type 'q()' to quit R. > x <- c(84.4,44.6,12.8,68.2,48.3,61.3,24.5,68,90.7,69.9,5.7,40.4,42.9,6.3,41.4,30.8,41.5,56.3,20,23.3,40.6,7.8,31.4,61.7,89.7,9.8,91.2,42.7,46.6,55.2,50.7,82.8,54.4,62.5,68.4,57.5,67.8,29.6,79.7,32.7,14.6,41.3,47.2,57.5,91.8,58.1,61.2,35.6,45.2,6.7,45.6,38.7,54.9,61.6,35.2,36.6,7.8,41.9,51.7,11.7,28.5,54.5,46.9,38.5,50.7,12.1,10.4,59.2,7.1,49.1,53.1,30.6,41.6,57.1,65.5,33.7,38.1,55.2,28.1,34.7,56.8,48.5,46.6,47.7,16.8,46.5,39.9,47.5,8.9,58.2,54.6,58.4,51.9,9,39.1,28.4,8.1,49.5,33.7,72.8,55.5,59.6,31,81.6,90.7,43.7,67.3,41,53.7,38.8,47.3,41.1,52.5,29.7,62.3,43.7,37.7,46.1,53.6,34.9,43.7,39.7,48.4,11.7,40.9,34.9,37.8,35,37,55.2,36.3,45.7,65.1,55.2,39.7,6,53.2,32,47.7,71.8,39.1,42.5,40,41.9,58.2,21.4,31.7,58.1,44.3,47.3,33,64.8,10.8,40.6,70,45,35.8,35.4,50.2,49.7,9.5,37.7,73.8,75.9,66.5,52,57.3,37.2,30.5,47.3,57.1,34.8,57.6,52.4,45.8,54.7,28.1,50.4,28.6,42.3,48.7,43.1,52.9,67.5,31.7,57.3,61.1,70.1,45.3,40.5,41.9,36.3,34.4,35.6,43.2,11.9,34.5,48.5,55.6,70.6) > par3 = '512' > par2 = 'no' > par1 = '5.93439' > ylab = 'Density' > xlab = 'Value' > par3 <- '512' > par2 <- 'no' > par1 <- '5.93439' > #'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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/fisher/rcomp/tmp/1thsu1352866723.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (200 obs.); Bandwidth 'bw' = 5.934 x y Min. :-12.10 Min. :1.214e-05 1st Qu.: 18.32 1st Qu.:2.114e-03 Median : 48.75 Median :5.378e-03 Mean : 48.75 Mean :8.208e-03 3rd Qu.: 79.18 3rd Qu.:1.391e-02 Max. :109.60 Max. :2.398e-02 > postscript(file="/var/fisher/rcomp/tmp/2xetg1352866723.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/31f0k1352866723.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/45pmy1352866723.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/5t0k81352866723.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/62ior1352866723.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/7e4cd1352866723.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$n) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/80enu1352866723.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Maximum Density Values',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Kernel',1,TRUE) > a<-table.element(a,'x-value',1,TRUE) > a<-table.element(a,'max. density',1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Gaussian',1,TRUE) > a<-table.element(a,mydensity1$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/9qsjq1352866723.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/10fodh1352866723.tab") + } > > try(system("convert tmp/1thsu1352866723.ps tmp/1thsu1352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/2xetg1352866723.ps tmp/2xetg1352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/31f0k1352866723.ps tmp/31f0k1352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/45pmy1352866723.ps tmp/45pmy1352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/5t0k81352866723.ps tmp/5t0k81352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/62ior1352866723.ps tmp/62ior1352866723.png",intern=TRUE)) character(0) > try(system("convert tmp/7e4cd1352866723.ps tmp/7e4cd1352866723.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 3.642 0.815 4.454