R version 3.3.2 (2016-10-31) -- "Sincere Pumpkin Patch"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> x <- c(84.11
+ ,85.86
+ ,86.27
+ ,87.26
+ ,88.89
+ ,89.68
+ ,90.12
+ ,90.18
+ ,90.32
+ ,91.15
+ ,91.2
+ ,92.69
+ ,95.46
+ ,97.02
+ ,97.24
+ ,97.28
+ ,97.57
+ ,97.64
+ ,98.07
+ ,98.44
+ ,98.46
+ ,98.67
+ ,98.86
+ ,99.09
+ ,99.21
+ ,99.26
+ ,99.5
+ ,99.51
+ ,99.56
+ ,99.57
+ ,99.63
+ ,99.79
+ ,99.81
+ ,99.88
+ ,99.97
+ ,99.98
+ ,100.08
+ ,100.14
+ ,100.24
+ ,100.34
+ ,100.39
+ ,100.4
+ ,100.42
+ ,100.42
+ ,100.45
+ ,100.46
+ ,100.47
+ ,100.48
+ ,100.51
+ ,100.52
+ ,100.55
+ ,100.59
+ ,100.67
+ ,100.72
+ ,100.96
+ ,101.05
+ ,101.29
+ ,101.37
+ ,101.42
+ ,101.46
+ ,101.53
+ ,101.59
+ ,101.64
+ ,101.65
+ ,101.66
+ ,101.72
+ ,101.77
+ ,101.99
+ ,102.07
+ ,102.17
+ ,102.34
+ ,102.34
+ ,102.37
+ ,102.4
+ ,102.4
+ ,102.4
+ ,102.42
+ ,102.42
+ ,102.44
+ ,102.44
+ ,102.45
+ ,102.47
+ ,102.48
+ ,102.51
+ ,102.53
+ ,102.57
+ ,102.59
+ ,102.61
+ ,102.67
+ ,102.69
+ ,102.73
+ ,102.75
+ ,102.78
+ ,102.83
+ ,102.84
+ ,102.87
+ ,102.89
+ ,102.91
+ ,102.92
+ ,102.93
+ ,102.93
+ ,102.94
+ ,102.96
+ ,102.97
+ ,102.99
+ ,103.02
+ ,103.04
+ ,103.04
+ ,103.05
+ ,103.06
+ ,103.08
+ ,103.09
+ ,103.1
+ ,103.11
+ ,103.13
+ ,103.14
+ ,103.16
+ ,103.17
+ ,103.18
+ ,103.19
+ ,103.2
+ ,103.2
+ ,103.22
+ ,103.22
+ ,103.23
+ ,103.25
+ ,103.26
+ ,103.26
+ ,103.29
+ ,103.31
+ ,103.32
+ ,103.34
+ ,103.37
+ ,103.38
+ ,103.41
+ ,103.41
+ ,103.42
+ ,103.45
+ ,103.47
+ ,103.47
+ ,103.47
+ ,103.53
+ ,103.54
+ ,103.55
+ ,103.61
+ ,103.64
+ ,103.68
+ ,103.69
+ ,103.71
+ ,103.71
+ ,103.74
+ ,103.77
+ ,103.81
+ ,103.81
+ ,103.83
+ ,103.86
+ ,103.89
+ ,103.9
+ ,103.92
+ ,103.93
+ ,103.93
+ ,103.94
+ ,103.97
+ ,103.97
+ ,103.97
+ ,103.98
+ ,103.98
+ ,103.99
+ ,104
+ ,104.03
+ ,104.05
+ ,104.05
+ ,104.06
+ ,104.09
+ ,104.1
+ ,104.13
+ ,104.15
+ ,104.16
+ ,104.2
+ ,104.21
+ ,104.24
+ ,104.25
+ ,104.28
+ ,104.28
+ ,104.28
+ ,104.31
+ ,104.31
+ ,104.32
+ ,104.35
+ ,104.39
+ ,104.46
+ ,104.46
+ ,104.59
+ ,104.61
+ ,104.64
+ ,104.64
+ ,104.65
+ ,104.67
+ ,104.7
+ ,104.73
+ ,104.74
+ ,104.75
+ ,104.76
+ ,104.8
+ ,104.8
+ ,104.8
+ ,104.9
+ ,104.95
+ ,104.95
+ ,104.95
+ ,104.97
+ ,104.97
+ ,105
+ ,105
+ ,105
+ ,105.02
+ ,105.03
+ ,105.03
+ ,105.03
+ ,105.07
+ ,105.07
+ ,105.09
+ ,105.1
+ ,105.16
+ ,105.17
+ ,105.18
+ ,105.2
+ ,105.21
+ ,105.25
+ ,105.27
+ ,105.28
+ ,105.29
+ ,105.3
+ ,105.3
+ ,105.36
+ ,105.37
+ ,105.37
+ ,105.4
+ ,105.41
+ ,105.41
+ ,105.43
+ ,105.45
+ ,105.51
+ ,105.66
+ ,105.67
+ ,105.71
+ ,105.78
+ ,106.01
+ ,106.03
+ ,106.07
+ ,106.89
+ ,106.94
+ ,107
+ ,107.17
+ ,107.23
+ ,107.68
+ ,107.69
+ ,107.7
+ ,107.72
+ ,107.8
+ ,107.82
+ ,107.85
+ ,108.03
+ ,108.04
+ ,108.09
+ ,108.11
+ ,108.15
+ ,108.24
+ ,108.91
+ ,108.94
+ ,108.96
+ ,109.4
+ ,109.68
+ ,113.65
+ ,114.31
+ ,114.32
+ ,114.72
+ ,115.07
+ ,116.45
+ ,116.47
+ ,116.47
+ ,116.48
+ ,116.76
+ ,116.84
+ ,116.92
+ ,117.34
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09
+ ,132.09)
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_density.wasp/
> #Source of accompanying publication: http://www.xycoon.com/density_trace.htm
> #
> if (par1 == '0') bw <- 'nrd0'
> if (par1 != '0') bw <- as.numeric(par1)
> par3 <- as.numeric(par3)
> mydensity <- array(NA, dim=c(par3,8))
> postscript(file="/var/wessaorg/rcomp/tmp/1g5ka1487103425.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE)
> mydensity[,8] = signif(mydensity1$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 (299 obs.);	Bandwidth 'bw' = 0.5939

       x                y           
 Min.   : 82.33   Min.   :0.000000  
 1st Qu.: 95.21   1st Qu.:0.000154  
 Median :108.10   Median :0.003199  
 Mean   :108.10   Mean   :0.019381  
 3rd Qu.:120.99   3rd Qu.:0.015112  
 Max.   :133.87   Max.   :0.186607  
> postscript(file="/var/wessaorg/rcomp/tmp/2oxxl1487103425.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$y,3)
> plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab)
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/3lueg1487103425.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE)
> mydensity[,3] = signif(mydensity3$y,3)
> plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab)
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/48uku1487103425.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$y,3)
> plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab)
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/5jr9q1487103425.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE)
> mydensity[,5] = signif(mydensity5$y,3)
> plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab)
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/6grgn1487103425.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$y,3)
> plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab)
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/7eoek1487103425.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE)
> mydensity[,7] = signif(mydensity7$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/8k3rv1487103425.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/97zny1487103425.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/107qvq1487103425.tab") 
> 
> try(system("convert tmp/1g5ka1487103425.ps tmp/1g5ka1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/2oxxl1487103425.ps tmp/2oxxl1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/3lueg1487103425.ps tmp/3lueg1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/48uku1487103425.ps tmp/48uku1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/5jr9q1487103425.ps tmp/5jr9q1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/6grgn1487103425.ps tmp/6grgn1487103425.png",intern=TRUE))
character(0)
> try(system("convert tmp/7eoek1487103425.ps tmp/7eoek1487103425.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  2.732   0.236   3.029