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Type 'q()' to quit R. > x <- c(14724.00 + ,14404.00 + ,14058.00 + ,13427.00 + ,19946.00 + ,19631.00 + ,14724.00 + ,11462.00 + ,11778.00 + ,11778.00 + ,12093.00 + ,12760.00 + ,13742.00 + ,13427.00 + ,11462.00 + ,11778.00 + ,20929.00 + ,22893.00 + ,17666.00 + ,14724.00 + ,15387.00 + ,15707.00 + ,17351.00 + ,18964.00 + ,19315.00 + ,16022.00 + ,16369.00 + ,12093.00 + ,24222.00 + ,27800.00 + ,19631.00 + ,17004.00 + ,18649.00 + ,20613.00 + ,23555.00 + ,27164.00 + ,27164.00 + ,24853.00 + ,23871.00 + ,17982.00 + ,27800.00 + ,32391.00 + ,28462.00 + ,24222.00 + ,24853.00 + ,27164.00 + ,30426.00 + ,34355.00 + ,31724.00 + ,30111.00 + ,30111.00 + ,24853.00 + ,32391.00 + ,37297.00 + ,33373.00 + ,29129.00 + ,30426.00 + ,35653.00 + ,37964.00 + ,41222.00 + ,38595.00 + ,34355.00 + ,33373.00 + ,25520.00 + ,30742.00 + ,36315.00 + ,30111.00 + ,26502.00 + ,30111.00 + ,33689.00 + ,35653.00 + ,40906.00 + ,38280.00 + ,31724.00 + ,32391.00 + ,26186.00 + ,31409.00 + ,36000.00 + ,30742.00 + ,27164.00 + ,30426.00 + ,34355.00 + ,33689.00 + ,41542.00 + ,40244.00 + ,35017.00 + ,35333.00 + ,28462.00 + ,32706.00 + ,39262.00 + ,34355.00 + ,31409.00 + ,36315.00 + ,39262.00 + ,36982.00 + ,47431.00 + ,44835.00 + ,38946.00 + ,37297.00 + ,29764.00 + ,34035.00 + ,37964.00 + ,33053.00 + ,33053.00 + ,38595.00 + ,41542.00 + ,39924.00 + ,51355.00 + ,48413.00 + ,42871.00 + ,40560.00 + ,32391.00 + ,35333.00 + ,40560.00 + ,36631.00 + ,35653.00 + ,40244.00 + ,44168.00 + ,39924.00 + ,50057.00) > par3 = '512' > par2 = 'no' > par1 = '0' > ylab = 'Density' > xlab = 'Value' > par3 <- '512' > par2 <- 'no' > par1 <- '0' > #'GNU S' R Code compiled by R2WASP v. 1.2.327 (Sat, 26 Sep 2015 10:34:04 +0100) > #Author: root > #To cite this work: Wessa, P. (2015), Kernel Density Estimation (v1.0.12) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/wessaorg/rcomp/tmp/1e5yw1470409269.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (120 obs.); Bandwidth 'bw' = 3427 x y Min. : 1180 Min. :1.496e-08 1st Qu.:16294 1st Qu.:3.073e-06 Median :31408 Median :1.849e-05 Mean :31408 Mean :1.652e-05 3rd Qu.:46523 3rd Qu.:2.515e-05 Max. :61637 Max. :4.063e-05 > postscript(file="/var/wessaorg/rcomp/tmp/20nml1470409269.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3jx2e1470409269.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4064l1470409269.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5ib1l1470409269.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6kq8j1470409269.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/7nqgy1470409269.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$y,3) > plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > ab<-table.start() > ab<-table.row.start(ab) > ab<-table.element(ab,'Properties of Density Trace',2,TRUE) > ab<-table.row.end(ab) > ab<-table.row.start(ab) > ab<-table.element(ab,'Bandwidth',header=TRUE) > ab<-table.element(ab,mydensity1$bw) > ab<-table.row.end(ab) > ab<-table.row.start(ab) > ab<-table.element(ab,'#Observations',header=TRUE) > ab<-table.element(ab,mydensity1$n) > ab<-table.row.end(ab) > ab<-table.end(ab) > a <- ab > table.save(a,file="/var/wessaorg/rcomp/tmp/8w2qp1470409269.tab") > b<-table.start() > b<-table.row.start(b) > b<-table.element(b,'Maximum Density Values',3,TRUE) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Kernel',1,TRUE) > b<-table.element(b,'x-value',1,TRUE) > b<-table.element(b,'max. density',1,TRUE) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Gaussian',1,TRUE) > b<-table.element(b,mydensity1$x[mydensity1$y==max(mydensity1$y)],1) > b<-table.element(b,mydensity1$y[mydensity1$y==max(mydensity1$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Epanechnikov',1,TRUE) > b<-table.element(b,mydensity2$x[mydensity2$y==max(mydensity2$y)],1) > b<-table.element(b,mydensity2$y[mydensity2$y==max(mydensity2$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Rectangular',1,TRUE) > b<-table.element(b,mydensity3$x[mydensity3$y==max(mydensity3$y)],1) > b<-table.element(b,mydensity3$y[mydensity3$y==max(mydensity3$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Triangular',1,TRUE) > b<-table.element(b,mydensity4$x[mydensity4$y==max(mydensity4$y)],1) > b<-table.element(b,mydensity4$y[mydensity4$y==max(mydensity4$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Biweight',1,TRUE) > b<-table.element(b,mydensity5$x[mydensity5$y==max(mydensity5$y)],1) > b<-table.element(b,mydensity5$y[mydensity5$y==max(mydensity5$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Cosine',1,TRUE) > b<-table.element(b,mydensity6$x[mydensity6$y==max(mydensity6$y)],1) > b<-table.element(b,mydensity6$y[mydensity6$y==max(mydensity6$y)],1) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Optcosine',1,TRUE) > b<-table.element(b,mydensity7$x[mydensity7$y==max(mydensity7$y)],1) > b<-table.element(b,mydensity7$y[mydensity7$y==max(mydensity7$y)],1) > b<-table.row.end(b) > b<-table.end(b) > a <- b[1] > table.save(a,file="/var/wessaorg/rcomp/tmp/9nh381470409269.tab") > 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) > if (par2=='yes') { + 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) + } + } else { + a<-table.row.start(a) + a<-table.element(a,'Kernel Density Values are not shown',8) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/10z7wj1470409270.tab") > > try(system("convert tmp/1e5yw1470409269.ps tmp/1e5yw1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/20nml1470409269.ps tmp/20nml1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/3jx2e1470409269.ps tmp/3jx2e1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/4064l1470409269.ps tmp/4064l1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/5ib1l1470409269.ps tmp/5ib1l1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/6kq8j1470409269.ps tmp/6kq8j1470409269.png",intern=TRUE)) character(0) > try(system("convert tmp/7nqgy1470409269.ps tmp/7nqgy1470409269.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.676 0.232 2.990