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Type 'q()' to quit R. > x <- c(7263.63 + ,7135.88 + ,7008.00 + ,6752.38 + ,9339.00 + ,9211.13 + ,7263.63 + ,5970.38 + ,6098.13 + ,6098.13 + ,6226.00 + ,6495.50 + ,5714.75 + ,4932.75 + ,4292.38 + ,4292.38 + ,6752.38 + ,7008.00 + ,5060.50 + ,2857.38 + ,4022.88 + ,4022.88 + ,4932.75 + ,5457.88 + ,5330.00 + ,4022.88 + ,4677.13 + ,4420.25 + ,6623.38 + ,6098.13 + ,4022.88 + ,2472.75 + ,3895.00 + ,4292.38 + ,4677.13 + ,5188.38 + ,4150.63 + ,3254.75 + ,3639.50 + ,3767.25 + ,7135.88 + ,7135.88 + ,5188.38 + ,4932.75 + ,5714.75 + ,5330.00 + ,6367.75 + ,7661.00 + ,7917.88 + ,6098.13 + ,5585.63 + ,5060.50 + ,8570.88 + ,8827.75 + ,8173.50 + ,8827.75 + ,8698.63 + ,7661.00 + ,8827.75 + ,10121.00 + ,10646.13 + ,9083.38 + ,8045.63 + ,8827.75 + ,12196.25 + ,13234.00 + ,12978.38 + ,13489.50 + ,13361.75 + ,12068.50 + ,14271.63 + ,14796.75 + ,15564.88 + ,13234.00 + ,12324.13 + ,13361.75 + ,15834.38 + ,18037.50 + ,17512.38 + ,17512.38 + ,17769.25 + ,16872.00 + ,19204.25 + ,19204.25 + ,18806.88 + ,16602.50 + ,16999.88 + ,17256.75 + ,18947.38 + ,21150.50 + ,19587.63 + ,20369.75 + ,19715.50 + ,19332.00 + ,22317.25 + ,21663.00 + ,20753.13 + ,19459.88 + ,20753.13 + ,21407.38 + ,22188.13 + ,23225.75 + ,22188.13 + ,22828.50 + ,22047.63 + ,21919.88 + ,25160.63 + ,25430.13 + ,24392.50 + ,22572.88 + ,24123.00 + ,24776.00 + ,25558.00 + ,26723.50 + ,25558.00 + ,26467.88 + ,26070.50 + ,24648.13 + ,27633.25 + ,27633.25) > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/wessaorg/rcomp/tmp/14pup1470729187.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (120 obs.); Bandwidth 'bw' = 2628 x y Min. :-5411 Min. :4.286e-08 1st Qu.: 4821 1st Qu.:5.628e-06 Median :15053 Median :2.573e-05 Mean :15053 Mean :2.441e-05 3rd Qu.:25285 3rd Qu.:3.254e-05 Max. :35517 Max. :6.534e-05 > postscript(file="/var/wessaorg/rcomp/tmp/28rxt1470729187.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/35opn1470729187.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4uneb1470729187.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5x7ub1470729187.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6exrr1470729187.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/7od761470729187.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$n) > ab<-table.row.end(ab) > ab<-table.end(ab) > a <- ab > table.save(a,file="/var/wessaorg/rcomp/tmp/8cgou1470729187.tab") > b<-table.start() > b<-table.row.start(b) > b<-table.element(b,'Maximum Density Values',3,TRUE) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Kernel',1,TRUE) > b<-table.element(b,'x-value',1,TRUE) > b<-table.element(b,'max. density',1,TRUE) > b<-table.row.end(b) > b<-table.row.start(b) > b<-table.element(b,'Gaussian',1,TRUE) > b<-table.element(b,mydensity1$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/9dy5h1470729187.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/10jy7m1470729187.tab") > > try(system("convert tmp/14pup1470729187.ps tmp/14pup1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/28rxt1470729187.ps tmp/28rxt1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/35opn1470729187.ps tmp/35opn1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/4uneb1470729187.ps tmp/4uneb1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/5x7ub1470729187.ps tmp/5x7ub1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/6exrr1470729187.ps tmp/6exrr1470729187.png",intern=TRUE)) character(0) > try(system("convert tmp/7od761470729187.ps tmp/7od761470729187.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.756 0.282 3.093