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Type 'q()' to quit R. > x <- c(350840 + ,354950 + ,342750 + ,318610 + ,303890 + ,293480 + ,286820 + ,283650 + ,276190 + ,268670 + ,275960 + ,287040 + ,291500 + ,287540 + ,272340 + ,256570 + ,246190 + ,237340 + ,235890 + ,232790 + ,226100 + ,221110 + ,221950 + ,222990 + ,232840 + ,231380 + ,221690 + ,210190 + ,202210 + ,195210 + ,194050 + ,192360 + ,187170 + ,185930 + ,188840 + ,189350 + ,194320 + ,195850 + ,188840 + ,182380 + ,177200 + ,169140 + ,171900 + ,167320 + ,164130 + ,162550 + ,166260 + ,166010 + ,177070 + ,180800 + ,179570 + ,178130 + ,178180 + ,179430 + ,179130 + ,182220 + ,183650 + ,187110 + ,197780 + ,204000 + ,221330 + ,232500 + ,237570 + ,241100 + ,244420 + ,247240 + ,254300 + ,258970 + ,262230 + ,268880 + ,277950 + ,286630 + ,299830 + ,308090 + ,311400 + ,313520 + ,310980 + ,314910 + ,310950 + ,310720 + ,310380 + ,310570 + ,314790 + ,323400 + ,335010 + ,341630 + ,340820 + ,336280 + ,325490 + ,323750 + ,317510 + ,313890 + ,308610 + ,303720 + ,303090 + ,305140 + ,304040 + ,307100 + ,304330 + ,294710 + ,286890 + ,279050 + ,271860 + ,266710 + ,259590 + ,253830 + ,250640 + ,249140 + ,250840 + ,247590 + ,237830 + ,226380 + ,217230 + ,211420 + ,207620 + ,204310 + ,197490 + ,193580 + ,192330 + ,191970 + ,196070 + ,191940 + ,185620 + ,179410 + ,173920 + ,169190 + ,166840 + ,165170 + ,161450 + ,160830 + ,163670 + ,170830 + ,182690 + ,190940 + ,197770 + ,205090 + ,210720 + ,220210 + ,229730 + ,237070 + ,241620 + ,250370 + ,258570 + ,269860 + ,283220 + ,289610 + ,281770 + ,274700 + ,267650 + ,261380 + ,260500 + ,260730 + ,254200 + ,250450 + ,253380 + ,263740 + ,276240 + ,273820 + ,265890 + ,258400 + ,253520 + ,250710 + ,252850 + ,255260 + ,251170 + ,252500 + ,257780 + ,269900 + ,291590 + ,298870 + ,295570 + ,292100 + ,290870 + ,290580 + ,297970 + ,304010 + ,304340 + ,309850 + ,322320 + ,340170 + ,369280 + ,376690 + ,379700 + ,379520 + ,377770 + ,381560 + ,394580 + ,399320 + ,400370 + ,408200 + ,419070 + ,437730) > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/ > #Source of accompanying publication: http://www.xycoon.com/density_trace.htm > # > if (par1 == '0') bw <- 'nrd0' > if (par1 != '0') bw <- as.numeric(par1) > par3 <- as.numeric(par3) > mydensity <- array(NA, dim=c(par3,8)) > postscript(file="/var/wessaorg/rcomp/tmp/1041h1413028897.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE) > mydensity[,8] = signif(mydensity1$x,3) > mydensity[,1] = signif(mydensity1$y,3) > plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > mydensity1 Call: density.default(x = x, bw = bw, kernel = "gaussian", na.rm = TRUE) Data: x (192 obs.); Bandwidth 'bw' = 1.938e+04 x y Min. :102695 Min. :1.256e-09 1st Qu.:200988 1st Qu.:3.972e-07 Median :299280 Median :1.711e-06 Mean :299280 Mean :2.541e-06 3rd Qu.:397572 3rd Qu.:4.803e-06 Max. :495865 Max. :5.926e-06 > postscript(file="/var/wessaorg/rcomp/tmp/21zp71413028897.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE) > mydensity[,2] = signif(mydensity2$y,3) > plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3z9m71413028897.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$y,3) > plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4myfu1413028897.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE) > mydensity[,4] = signif(mydensity4$y,3) > plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5d22x1413028897.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$y,3) > plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/64idt1413028897.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE) > mydensity[,6] = signif(mydensity6$y,3) > plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/7x6351413028897.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$n) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/8z1f51413028897.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Maximum Density Values',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Kernel',1,TRUE) > a<-table.element(a,'x-value',1,TRUE) > a<-table.element(a,'max. density',1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Gaussian',1,TRUE) > a<-table.element(a,mydensity1$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/9ucuq1413028897.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/10nf421413028897.tab") + } > > try(system("convert tmp/1041h1413028897.ps tmp/1041h1413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/21zp71413028897.ps tmp/21zp71413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/3z9m71413028897.ps tmp/3z9m71413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/4myfu1413028897.ps tmp/4myfu1413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/5d22x1413028897.ps tmp/5d22x1413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/64idt1413028897.ps tmp/64idt1413028897.png",intern=TRUE)) character(0) > try(system("convert tmp/7x6351413028897.ps tmp/7x6351413028897.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.632 0.352 3.018