## Free Statistics

of Irreproducible Research!

Author's title
Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationMon, 22 Feb 2010 12:48:03 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Feb/22/t1266868209pr8fxwsjnddnwlk.htm/, Retrieved Wed, 01 Feb 2023 11:44:56 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=73336, Retrieved Wed, 01 Feb 2023 11:44:56 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywordsKDGP1W21
Estimated Impact112
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Kernel Density Estimation] [Dichtheidsgrafiek...] [2010-02-22 19:48:03] [703cc945e3db15433e6894138e0ac090] [Current]
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Dataseries X:
20
25
40
40
25
25
25
21
30
25
20
40
13
30
25
20
25
20
25
20
20
40
40
12
20
5
20
40
25
22
20
22
25
20
20
35
30
25
20
20
20
25
25
40
20
35
25
25
30
23
10
22
25
25
22
30
20
25
25
22
25
25
25
22
25
12
18
20
20
22
30
25
22
20
50
30
25
20
30
22
25
30
22
25
22
22
25
25
25
20
22
40
20
30
20
25
30
35
22
12
30
40
10
30
9
25
20
20
35
25
35
30
12
25
40
25
25
20
20
6
40
40
20
40
25
25
20
40
40
22
24
22
20
25
25
25
35
40
20
22
22
20
25
25
18
25
20
25
30
20
22
35
22
25
25
25
25
22
23
35
40
25
18
22
25
25
28
30
20
25
25
30
22
30
10
10
25
20
22
25
25
40
22
25
25
28
22
30
25
20
25
25
20
30
20
30
50
19
20
28
20
25
35
25
25
40
16
20
20
25
30
20
25
25
25
20
20
25
25
30
22
20
25
25
18
18
20
25
25
30
25
20
25
20
20
20
22
18
22
20
40
25
25
20
25
40
22
25
25
40
12
25
30
22
40
22
25
12
18
30
25
25
40
24
25
40
25
20
25
25
25
20
30
20
25
30
22
25
25
25
50
19
50
25
35
20
20
20
20
20
25
25
25
20
20
20
20
25
18
25
22
22
30
30
8
20
25
30
50
22
20
10
25
25
25
25
18
25
20
25
30
18
20
25
22
22
20
20
25
20
20
20
20
25
20
10
20
25
30
25
50
30
30
50
40
25
25
22
20
22
30
25
18
22
22
30
40
25
20
10
20
9
40
20
40
20
30
12
40
12
20
40
12
25
20
25
25
25
30
20
25
40
40
22
10
40
10
20
25
20
20
38
20
20
20
40
25
25
30
25
10
20
25
12
40
25
20
22
22
20
25
25
25
40
40
20
20
16
25
40
20
25
20
30
50
20
25
20
30
30
25
25
12
25
25
25
20
20
20
40
20
25
40
25
50
30
20
20
25
12
40
20
20
35
22
40
18
30
22
12
12
20
20
40
25
40
20
20
25
18
30
20
25
25
25
20
20
25
20
22
40
40
22
20
10
25
20
20
40
12
20
5
20
40
40
25
25
25
40
25
22
25
20
18
22
25
35
25
25
25
35
30
22
30
50
40
25
24
20
25
25
25
12
40
22
25
25
25
25
40
20
20
40
35
30
20
22
65
20
25
22
20
25
25
20
25
40
20
12
40
10
25
40
30
35
25
25
25
25
25
40
40
25
25
20
25
25
22
25
30
25
25
30
25
25
30
25
25
20
22
22
20
25
22
25
22
40
25
25
25
22
20
35
20
35
25
22
25
25
25
25
25
40
25
30
25
20
25
25
30
22
22
20
40
40
25
25
20
20
40
25
40
20
22
25
40
40
18
5
40
25
18
40
25
25
20
30
20
25
25
25
22
22
25
25
30
25
25
25
25
20
20
25
25
25
25
20
30
25
22
30
20
20
30
25
25
30
20
25
25
24
25
30
18
40
22
22
25
22
22
25
40
20
22
18
35
20
20
20
25
25
30
40
25
22
26
25
20
25
25
25
22
25
25
20
22
30
40
30
25
20
25
25
35
22
20
25
20
20
18
20
22
25
10
20
25
20
20
30
25
20
40
20
25
10
20
25
22
22
25
25
40
25
20
10
25
16
25
35
25
40
25
25
30
25
10
22
20
25
20
20
25
22
18
30
19
25
20
25
20
25
20
22
12
30
12
22
25
25
25
25
30
30
10
22
22
25
20
22
20
25
20
40
25
20
25
20
30
40
40
25
20
22
22
30
20
40
20
25
20
25
20
50
50
25
25
40
30
22
30
20
25
25
30
25
25
20
18
18
28
25
22
40
40
40
12
12
18
12
25
26
18
25
22
40
25
40
40
40
25
40
12
22
20
20
25
20
12
9
40
12
40
25
20
20
40
40
30
21
25
22
22
50
40
25
40
25
22
18
50
20
50
20
20
30
25
20
22
25
50
40
25
25
25
25
30
40
25
30
20

 Summary of computational transaction Raw Input view raw input (R code) Raw Output view raw output of R engine Computing time 2 seconds R Server 'Gwilym Jenkins' @ 72.249.127.135

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 2 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=73336&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=73336&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=73336&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

 Summary of computational transaction Raw Input view raw input (R code) Raw Output view raw output of R engine Computing time 2 seconds R Server 'Gwilym Jenkins' @ 72.249.127.135

 Properties of Density Trace Bandwidth 0.861507799335009 #Observations 900

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.861507799335009 \tabularnewline
#Observations & 900 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=73336&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.861507799335009[/C][/ROW]
[ROW][C]#Observations[/C][C]900[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=73336&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=73336&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

 Properties of Density Trace Bandwidth 0.861507799335009 #Observations 900

if (par1 == '0') bw <- 'nrd0'if (par1 != '0') bw <- as.numeric(par1)bitmap(file='density1.png')mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE)plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab)grid()dev.off()mydensity1bitmap(file='density2.png')mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE)plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab)grid()dev.off()bitmap(file='density3.png')mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE)plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab)grid()dev.off()bitmap(file='density4.png')mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE)plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab)grid()dev.off()bitmap(file='density5.png')mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE)plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab)grid()dev.off()bitmap(file='density6.png')mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE)plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab)grid()dev.off()bitmap(file='density7.png')mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE)plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab)grid()dev.off()load(file='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='mytable.tab')