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Type 'q()' to quit R. > x <- c(19064.00 + ,18993.00 + ,18921.00 + ,18772.00 + ,20246.00 + ,20168.00 + ,19064.00 + ,18330.00 + ,18401.00 + ,18401.00 + ,18480.00 + ,18622.00 + ,18843.00 + ,18843.00 + ,18701.00 + ,18330.00 + ,20246.00 + ,20538.00 + ,20097.00 + ,19064.00 + ,19506.00 + ,18843.00 + ,19142.00 + ,19285.00 + ,19434.00 + ,19064.00 + ,19142.00 + ,18622.00 + ,20246.00 + ,20759.00 + ,20318.00 + ,19506.00 + ,20389.00 + ,19434.00 + ,20318.00 + ,20246.00 + ,20467.00 + ,19655.00 + ,20538.00 + ,20467.00 + ,21792.00 + ,21493.00 + ,20318.00 + ,19726.00 + ,20538.00 + ,19434.00 + ,20246.00 + ,20389.00 + ,20688.00 + ,20026.00 + ,20389.00 + ,20610.00 + ,21422.00 + ,20759.00 + ,19876.00 + ,18921.00 + ,19805.00 + ,17375.00 + ,18551.00 + ,19213.00 + ,19876.00 + ,18921.00 + ,18921.00 + ,18921.00 + ,19434.00 + ,18701.00 + ,17739.00 + ,16934.00 + ,17518.00 + ,15238.00 + ,16635.00 + ,17447.00 + ,17596.00 + ,16784.00 + ,16855.00 + ,16635.00 + ,17375.00 + ,16855.00 + ,15830.00 + ,15089.00 + ,16342.00 + ,13621.00 + ,15388.00 + ,16193.00 + ,16193.00 + ,15238.00 + ,14355.00 + ,14284.00 + ,15089.00 + ,14355.00 + ,12959.00 + ,11997.00 + ,13030.00 + ,10601.00 + ,12809.00 + ,13984.00 + ,14355.00 + ,13543.00 + ,12517.00 + ,13251.00 + ,13543.00 + ,13322.00 + ,11113.00 + ,10088.00 + ,10821.00 + ,8613.00 + ,10893.00 + ,11705.00 + ,12367.00 + ,11263.00 + ,10230.00 + ,10821.00 + ,11113.00 + ,10529.00 + ,8321.00 + ,7359.00 + ,8242.00 + ,5813.00 + ,8463.00 + ,10088.00) > par3 = '512' > par2 = 'no' > par1 = '0' > ylab = 'Density' > xlab = 'Value' > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/wessaorg/rcomp/tmp/165pj1438789630.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (120 obs.); Bandwidth 'bw' = 1310 x y Min. : 1882 Min. :2.898e-08 1st Qu.: 7842 1st Qu.:5.185e-06 Median :13802 Median :3.523e-05 Mean :13802 Mean :4.190e-05 3rd Qu.:19763 3rd Qu.:5.509e-05 Max. :25723 Max. :1.445e-04 > postscript(file="/var/wessaorg/rcomp/tmp/2tq1p1438789630.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3hsyw1438789630.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4ab3u1438789630.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5rb7g1438789630.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6w3jj1438789630.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/7xv2m1438789630.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$n) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/8qrjs1438789630.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Maximum Density Values',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Kernel',1,TRUE) > a<-table.element(a,'x-value',1,TRUE) > a<-table.element(a,'max. density',1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Gaussian',1,TRUE) > a<-table.element(a,mydensity1$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/95zhy1438789630.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/10gpzr1438789630.tab") + } > > try(system("convert tmp/165pj1438789630.ps tmp/165pj1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/2tq1p1438789630.ps tmp/2tq1p1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/3hsyw1438789630.ps tmp/3hsyw1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/4ab3u1438789630.ps tmp/4ab3u1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/5rb7g1438789630.ps tmp/5rb7g1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/6w3jj1438789630.ps tmp/6w3jj1438789630.png",intern=TRUE)) character(0) > try(system("convert tmp/7xv2m1438789630.ps tmp/7xv2m1438789630.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.572 0.428 3.027