FreeStatistics.org

Free Statistics

of Irreproducible Research!

Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationThu, 18 Dec 2014 14:12:16 +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/Dec/18/t1418911948m0rvmn6424ur5hu.htm/, Retrieved Sun, 19 May 2024 20:28:42 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270962, Retrieved Sun, 19 May 2024 20:28:42 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact72

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] [I1: Intrinsic mot...] [2014-12-18 14:12:16] [f02c6c9412fee5ce04bac553459224aa] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
24
22
26
11
24
28
23
19
18
23
17
15
21
20
26
19
28
21
19
20
17
20
17
21
12
23
22
22
21
20
18
21
24
22
20
17
16
19
23
22
15
21
18
23
20
21
21
22
15
19
18
20
18
22
25
23
21
19
21
16
21
22
18
4
22
17
20
18
19
20
15
24
21
19
19
27
23
23
20
17
21
23
22
20
16
20
6
15
18
21
23
20
20
18
25
16
20
14
22
20
17
22
22
20
17
22
17
22
21
25
19
24
17
22
22
17
26
19
20
19
21
24
21
19
13
27
22
21
22
22
21
19
11
19
21
19
8
23
17
25
24
22
23
17
24
22
21
19
19
16
23
23
20
24
25
20
23
21
23
11
27
22
16
18
23
24
20
20
14
23
16
19
22
21
20
24
17
19
22
16
20
14
18
13
17
19
22
18
21
18
22
21
15
18
23
23
19
20
24
26
23
25
19
23
24
20
22
24
20
21
27
26
17
26
23
13
23
18
21
21
22
15
18
25
23
21
23
19
22
23
15
24
23
19
23
23
16
23
19
19
22
26
22
24
21
18
19
27
14
26
20
13
26
19
21
26
25
20
21
19
27
13
17
18
20
22
18
6
22
15
17
10
21
23
18
20
27
13
20
20
22
20
24
23
19
22
24
21
19
20
16
17
25
16
23
20
23
22
15
16
23
25
14
18
15
27
22
26
25
19
19
24
19
25
20
17
13
20
20
24
25
20
20
20
11
23
19
26
26
20
23
19
23
27
16
26
26
20
12
20
18
28
24
24
24
12
23
16
18
25
18
7
19
17
20
19
10
25
23
23
23
20
24
17
21
22
14
19
21
24
11
21
22
22
19
15
20
22
20
18
20

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=270962&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=270962&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Bandwidth1.02311092051039
#Observations381

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 1.02311092051039 \tabularnewline
#Observations & 381 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]1.02311092051039[/C][/ROW]
[ROW][C]#Observations[/C][C]381[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Bandwidth1.02311092051039
#Observations381






Maximum Density Values
Kernelx-valuemax. density
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.33766972570870.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 20.2170539821897 & 0.112202739923564 \tabularnewline
Epanechnikov & 20.9837910698606 & 0.11301713725714 \tabularnewline
Rectangular & 21.3376697257087 & 0.127376739501418 \tabularnewline
Triangular & 20.0401146542657 & 0.115097042594063 \tabularnewline
Biweight & 20.8658315179112 & 0.112001257878203 \tabularnewline
Cosine & 20.6888921899872 & 0.111724280912834 \tabularnewline
Optcosine & 20.9837910698606 & 0.112994614193565 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&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]20.2170539821897[/C][C]0.112202739923564[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]20.9837910698606[/C][C]0.11301713725714[/C][/ROW]
[ROW][C]Rectangular[/C][C]21.3376697257087[/C][C]0.127376739501418[/C][/ROW]
[ROW][C]Triangular[/C][C]20.0401146542657[/C][C]0.115097042594063[/C][/ROW]
[ROW][C]Biweight[/C][C]20.8658315179112[/C][C]0.112001257878203[/C][/ROW]
[ROW][C]Cosine[/C][C]20.6888921899872[/C][C]0.111724280912834[/C][/ROW]
[ROW][C]Optcosine[/C][C]20.9837910698606[/C][C]0.112994614193565[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.33766972570870.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565






Maximum Density Values
Kernelx-valuemax. density
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.39664950168340.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 20.2170539821897 & 0.112202739923564 \tabularnewline
Epanechnikov & 20.9837910698606 & 0.11301713725714 \tabularnewline
Rectangular & 21.3966495016834 & 0.127376739501418 \tabularnewline
Triangular & 20.0401146542657 & 0.115097042594063 \tabularnewline
Biweight & 20.8658315179112 & 0.112001257878203 \tabularnewline
Cosine & 20.6888921899872 & 0.111724280912834 \tabularnewline
Optcosine & 20.9837910698606 & 0.112994614193565 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&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]20.2170539821897[/C][C]0.112202739923564[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]20.9837910698606[/C][C]0.11301713725714[/C][/ROW]
[ROW][C]Rectangular[/C][C]21.3966495016834[/C][C]0.127376739501418[/C][/ROW]
[ROW][C]Triangular[/C][C]20.0401146542657[/C][C]0.115097042594063[/C][/ROW]
[ROW][C]Biweight[/C][C]20.8658315179112[/C][C]0.112001257878203[/C][/ROW]
[ROW][C]Cosine[/C][C]20.6888921899872[/C][C]0.111724280912834[/C][/ROW]
[ROW][C]Optcosine[/C][C]20.9837910698606[/C][C]0.112994614193565[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.39664950168340.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565






Maximum Density Values
Kernelx-valuemax. density
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.45562927765810.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 20.2170539821897 & 0.112202739923564 \tabularnewline
Epanechnikov & 20.9837910698606 & 0.11301713725714 \tabularnewline
Rectangular & 21.4556292776581 & 0.127376739501418 \tabularnewline
Triangular & 20.0401146542657 & 0.115097042594063 \tabularnewline
Biweight & 20.8658315179112 & 0.112001257878203 \tabularnewline
Cosine & 20.6888921899872 & 0.111724280912834 \tabularnewline
Optcosine & 20.9837910698606 & 0.112994614193565 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&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]20.2170539821897[/C][C]0.112202739923564[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]20.9837910698606[/C][C]0.11301713725714[/C][/ROW]
[ROW][C]Rectangular[/C][C]21.4556292776581[/C][C]0.127376739501418[/C][/ROW]
[ROW][C]Triangular[/C][C]20.0401146542657[/C][C]0.115097042594063[/C][/ROW]
[ROW][C]Biweight[/C][C]20.8658315179112[/C][C]0.112001257878203[/C][/ROW]
[ROW][C]Cosine[/C][C]20.6888921899872[/C][C]0.111724280912834[/C][/ROW]
[ROW][C]Optcosine[/C][C]20.9837910698606[/C][C]0.112994614193565[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.45562927765810.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565






Maximum Density Values
Kernelx-valuemax. density
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.57358882960740.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 20.2170539821897 & 0.112202739923564 \tabularnewline
Epanechnikov & 20.9837910698606 & 0.11301713725714 \tabularnewline
Rectangular & 21.5735888296074 & 0.127376739501418 \tabularnewline
Triangular & 20.0401146542657 & 0.115097042594063 \tabularnewline
Biweight & 20.8658315179112 & 0.112001257878203 \tabularnewline
Cosine & 20.6888921899872 & 0.111724280912834 \tabularnewline
Optcosine & 20.9837910698606 & 0.112994614193565 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&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]20.2170539821897[/C][C]0.112202739923564[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]20.9837910698606[/C][C]0.11301713725714[/C][/ROW]
[ROW][C]Rectangular[/C][C]21.5735888296074[/C][C]0.127376739501418[/C][/ROW]
[ROW][C]Triangular[/C][C]20.0401146542657[/C][C]0.115097042594063[/C][/ROW]
[ROW][C]Biweight[/C][C]20.8658315179112[/C][C]0.112001257878203[/C][/ROW]
[ROW][C]Cosine[/C][C]20.6888921899872[/C][C]0.111724280912834[/C][/ROW]
[ROW][C]Optcosine[/C][C]20.9837910698606[/C][C]0.112994614193565[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.57358882960740.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565






Maximum Density Values
Kernelx-valuemax. density
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.63256860558210.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 20.2170539821897 & 0.112202739923564 \tabularnewline
Epanechnikov & 20.9837910698606 & 0.11301713725714 \tabularnewline
Rectangular & 21.6325686055821 & 0.127376739501418 \tabularnewline
Triangular & 20.0401146542657 & 0.115097042594063 \tabularnewline
Biweight & 20.8658315179112 & 0.112001257878203 \tabularnewline
Cosine & 20.6888921899872 & 0.111724280912834 \tabularnewline
Optcosine & 20.9837910698606 & 0.112994614193565 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270962&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]20.2170539821897[/C][C]0.112202739923564[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]20.9837910698606[/C][C]0.11301713725714[/C][/ROW]
[ROW][C]Rectangular[/C][C]21.6325686055821[/C][C]0.127376739501418[/C][/ROW]
[ROW][C]Triangular[/C][C]20.0401146542657[/C][C]0.115097042594063[/C][/ROW]
[ROW][C]Biweight[/C][C]20.8658315179112[/C][C]0.112001257878203[/C][/ROW]
[ROW][C]Cosine[/C][C]20.6888921899872[/C][C]0.111724280912834[/C][/ROW]
[ROW][C]Optcosine[/C][C]20.9837910698606[/C][C]0.112994614193565[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270962&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270962&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
Gaussian20.21705398218970.112202739923564
Epanechnikov20.98379106986060.11301713725714
Rectangular21.63256860558210.127376739501418
Triangular20.04011465426570.115097042594063
Biweight20.86583151791120.112001257878203
Cosine20.68889218998720.111724280912834
Optcosine20.98379106986060.112994614193565


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):
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')
}