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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 computationFri, 21 Nov 2014 13:26:43 +0000
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/Nov/21/t1416576438g7x7dufvelcp7p8.htm/, Retrieved Sun, 19 May 2024 14:13:00 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=257614, Retrieved Sun, 19 May 2024 14:13:00 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact90

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] [Drittmittel Profe...] [2014-11-21 13:14:28] [74be16979710d4c4e7c6647856088456]
-    D    [Kernel Density Estimation] [Drittmittel Profe...] [2014-11-21 13:26:43] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
349,13
273,28
353,82
151,06
287,18
208,32
221,52
181,09
243,20
252,02
147,14
199,00
360,65
176,19
226,95
183,30

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'George Udny Yule' @ yule.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 & 3 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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 time3 seconds
R Server'George Udny Yule' @ yule.wessa.net






Properties of Density Trace
Bandwidth36.1477952841027
#Observations16

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 36.1477952841027 \tabularnewline
#Observations & 16 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]36.1477952841027[/C][/ROW]
[ROW][C]#Observations[/C][C]16[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Bandwidth36.1477952841027
#Observations16






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular232.4172746018240.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 232.417274601824 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]232.417274601824[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular232.4172746018240.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular233.2595383429290.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 233.259538342929 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]233.259538342929[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular233.2595383429290.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular234.1018020840340.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 234.101802084034 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]234.101802084034[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular234.1018020840340.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular234.9440658251390.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 234.944065825139 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]234.944065825139[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular234.9440658251390.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular235.7863295662440.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 235.786329566244 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]235.786329566244[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular235.7863295662440.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643






Maximum Density Values
Kernelx-valuemax. density
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular236.6285933073490.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 203.780307404257 & 0.0054751622948941 \tabularnewline
Epanechnikov & 211.360681074201 & 0.00545990538376176 \tabularnewline
Rectangular & 236.628593307349 & 0.00549035296548821 \tabularnewline
Triangular & 207.991626109782 & 0.0054594004946757 \tabularnewline
Biweight & 207.991626109782 & 0.00545551572589645 \tabularnewline
Cosine & 207.149362368677 & 0.00545574542902343 \tabularnewline
Optcosine & 210.518417333096 & 0.00546108646055643 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=257614&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]203.780307404257[/C][C]0.0054751622948941[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]211.360681074201[/C][C]0.00545990538376176[/C][/ROW]
[ROW][C]Rectangular[/C][C]236.628593307349[/C][C]0.00549035296548821[/C][/ROW]
[ROW][C]Triangular[/C][C]207.991626109782[/C][C]0.0054594004946757[/C][/ROW]
[ROW][C]Biweight[/C][C]207.991626109782[/C][C]0.00545551572589645[/C][/ROW]
[ROW][C]Cosine[/C][C]207.149362368677[/C][C]0.00545574542902343[/C][/ROW]
[ROW][C]Optcosine[/C][C]210.518417333096[/C][C]0.00546108646055643[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=257614&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=257614&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
Gaussian203.7803074042570.0054751622948941
Epanechnikov211.3606810742010.00545990538376176
Rectangular236.6285933073490.00549035296548821
Triangular207.9916261097820.0054594004946757
Biweight207.9916261097820.00545551572589645
Cosine207.1493623686770.00545574542902343
Optcosine210.5184173330960.00546108646055643


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')
}