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Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationMon, 29 Sep 2014 10:00:16 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Sep/29/t1411981259xl5vm25xunacx13.htm/, Retrieved Mon, 13 May 2024 12:17:51 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=236746, Retrieved Mon, 13 May 2024 12:17:51 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact105

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Kernel Density Estimation] [] [2014-09-29 09:00:16] [4b199ad8119df16cb977784959786033] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
1.11
1.11
1.2
1.21
1.31
1.37
1.37
1.26
1.23
1.17
1.06
0.95
0.92
0.92
0.9
0.93
0.93
0.97
0.96
0.99
0.98
0.96
1
0.99
1.03
1.02
1.07
1.13
1.15
1.16
1.14
1.15
1.15
1.16
1.17
1.22
1.26
1.29
1.36
1.38
1.37
1.37
1.37
1.36
1.38
1.4
1.44
1.42
1.45
1.45
1.49
1.48
1.44
1.39
1.41
1.48
1.51
1.49
1.46
1.43
1.42
1.43
1.42
1.39
1.36
1.36
1.39
1.39
1.43
1.38
1.36
1.38

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net

\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 & 4 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&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]4 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=0

As an alternative you can also use a QR Code:  
QR Code


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Properties of Density Trace
Bandwidth0.0711199075957628
#Observations72

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.0711199075957628 \tabularnewline
#Observations & 72 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.0711199075957628[/C][/ROW]
[ROW][C]#Observations[/C][C]72[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Properties of Density Trace
Bandwidth0.0711199075957628
#Observations72






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.370347621945852.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.37034762194585 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=2

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.37034762194585[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=2

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.370347621945852.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.37237642712312.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.3723764271231 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=3

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.3723764271231[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=3

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.37237642712312.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.374405232300352.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.37440523230035 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=4

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.37440523230035[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=4

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.374405232300352.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.37643403747762.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.3764340374776 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=5

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.3764340374776[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=5

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.37643403747762.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.378462842654852.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.37846284265485 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=6

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.37846284265485[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=6

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.378462842654852.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031






Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.38049164783212.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 1.39875089442734 & 2.47152229006363 \tabularnewline
Epanechnikov & 1.39875089442734 & 2.28216875023241 \tabularnewline
Rectangular & 1.3804916478321 & 2.19862065617813 \tabularnewline
Triangular & 1.38860686854109 & 2.39167362817163 \tabularnewline
Biweight & 1.39875089442734 & 2.33709838712075 \tabularnewline
Cosine & 1.39875089442734 & 2.35805985563635 \tabularnewline
Optcosine & 1.39875089442734 & 2.29898219404031 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=236746&T=7

[TABLE]
[ROW][C]Maximum Density Values[/C][/ROW]
[ROW][C]Kernel[/C][C]x-value[/C][C]max. density[/C][/ROW]
[ROW][C]Gaussian[/C][C]1.39875089442734[/C][C]2.47152229006363[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]1.39875089442734[/C][C]2.28216875023241[/C][/ROW]
[ROW][C]Rectangular[/C][C]1.3804916478321[/C][C]2.19862065617813[/C][/ROW]
[ROW][C]Triangular[/C][C]1.38860686854109[/C][C]2.39167362817163[/C][/ROW]
[ROW][C]Biweight[/C][C]1.39875089442734[/C][C]2.33709838712075[/C][/ROW]
[ROW][C]Cosine[/C][C]1.39875089442734[/C][C]2.35805985563635[/C][/ROW]
[ROW][C]Optcosine[/C][C]1.39875089442734[/C][C]2.29898219404031[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=236746&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=236746&T=7

As an alternative you can also use a QR Code:  
QR Code


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

Maximum Density Values
Kernelx-valuemax. density
Gaussian1.398750894427342.47152229006363
Epanechnikov1.398750894427342.28216875023241
Rectangular1.38049164783212.19862065617813
Triangular1.388606868541092.39167362817163
Biweight1.398750894427342.33709838712075
Cosine1.398750894427342.35805985563635
Optcosine1.398750894427342.29898219404031


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 0 ; par2 = no ; par3 = 512 ;
Parameters (R input):
par1 = 0 ; par2 = no ; par3 = 512 ;
R code (references can be found in the software module):
par3 <- '512'
par2 <- 'no'
par1 <- '0'
if (par1 == '0') bw <- 'nrd0'
if (par1 != '0') bw <- as.numeric(par1)
par3 <- as.numeric(par3)
mydensity <- array(NA, dim=c(par3,8))
bitmap(file='density1.png')
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()
mydensity1
bitmap(file='density2.png')
mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE)
mydensity[,2] = signif(mydensity2$y,3)
plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density3.png')
mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE)
mydensity[,3] = signif(mydensity3$y,3)
plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density4.png')
mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE)
mydensity[,4] = signif(mydensity4$y,3)
plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density5.png')
mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE)
mydensity[,5] = signif(mydensity5$y,3)
plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density6.png')
mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE)
mydensity[,6] = signif(mydensity6$y,3)
plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density7.png')
mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE)
mydensity[,7] = signif(mydensity7$y,3)
plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
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')
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='mytable2.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='mytable1.tab')
}