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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 computationTue, 29 Jul 2014 11:30:02 +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/Jul/29/t14066298217995h7yojqx08sd.htm/, Retrieved Wed, 15 May 2024 10:50:20 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=235359, Retrieved Wed, 15 May 2024 10:50:20 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact187

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] [] [2014-07-29 10:30:02] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
740
730
740
820
820
850
870
930
890
790
840
880
730
730
770
880
820
900
940
1080
920
710
880
910
680
740
740
810
800
900
920
1030
910
720
930
900
680
770
770
810
810
910
820
980
830
760
930
910
640
780
690
820
800
910
850
980
830
820
1010
930
630
760
670
850
780
900
840
1050
810
860
1020
820
670
780
690
800
810
910
870
1010
810
960
990
780
700
810
760
810
840
900
920
1050
860
870
880
860
650
830
730
810
840
940
870
940
770
870
860
760

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'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 & 3 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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'Gwilym Jenkins' @ jenkins.wessa.net






Properties of Density Trace
Bandwidth33.8280822665937
#Observations108

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 33.8280822665937 \tabularnewline
#Observations & 108 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]33.8280822665937[/C][/ROW]
[ROW][C]#Observations[/C][C]108[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Bandwidth33.8280822665937
#Observations108






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular854.3610875796480.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 854.361087579648 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]854.361087579648[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular854.3610875796480.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular855.6389124203520.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 855.638912420352 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]855.638912420352[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular855.6389124203520.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular856.9167372610550.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 856.916737261055 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]856.916737261055[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular856.9167372610550.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular863.3058614645740.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 863.305861464574 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]863.305861464574[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular863.3058614645740.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular864.5836863052770.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 864.583686305277 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]864.583686305277[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular864.5836863052770.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847






Maximum Density Values
Kernelx-valuemax. density
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular865.8615111459810.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 824.971116243464 & 0.00402675944246287 \tabularnewline
Epanechnikov & 849.249788216834 & 0.00393925125474592 \tabularnewline
Rectangular & 865.861511145981 & 0.00426679721776438 \tabularnewline
Triangular & 819.85981688065 & 0.00399999959208789 \tabularnewline
Biweight & 833.91589012839 & 0.00396507453972135 \tabularnewline
Cosine & 832.638065287686 & 0.00397245265194798 \tabularnewline
Optcosine & 828.804590765575 & 0.0039443404318847 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=235359&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]824.971116243464[/C][C]0.00402675944246287[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]849.249788216834[/C][C]0.00393925125474592[/C][/ROW]
[ROW][C]Rectangular[/C][C]865.861511145981[/C][C]0.00426679721776438[/C][/ROW]
[ROW][C]Triangular[/C][C]819.85981688065[/C][C]0.00399999959208789[/C][/ROW]
[ROW][C]Biweight[/C][C]833.91589012839[/C][C]0.00396507453972135[/C][/ROW]
[ROW][C]Cosine[/C][C]832.638065287686[/C][C]0.00397245265194798[/C][/ROW]
[ROW][C]Optcosine[/C][C]828.804590765575[/C][C]0.0039443404318847[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=235359&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=235359&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
Gaussian824.9711162434640.00402675944246287
Epanechnikov849.2497882168340.00393925125474592
Rectangular865.8615111459810.00426679721776438
Triangular819.859816880650.00399999959208789
Biweight833.915890128390.00396507453972135
Cosine832.6380652876860.00397245265194798
Optcosine828.8045907655750.0039443404318847


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')
}