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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 computationSun, 09 Feb 2014 17:25:50 -0500
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/Feb/09/t1391985007xkjfg0xtb36fvrb.htm/, Retrieved Sat, 18 May 2024 07:30:02 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=233527, Retrieved Sat, 18 May 2024 07:30:02 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact118

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [Omzetcijfers rest...] [2014-02-02 22:31:39] [dccfd2ebe39dbe0e0b708941aeeb0a0e]
- RMPD  [Histogram] [] [2014-02-02 22:40:40] [dccfd2ebe39dbe0e0b708941aeeb0a0e]
- RMP       [Kernel Density Estimation] [] [2014-02-09 22:25:50] [7df0b10cbbfd692a9f48279810507d1b] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
3.3
3.3
3.4
3.9
4
3.8
4.4
4.1
4.2
4.4
4.2
3.7
3.3
3.4
3.2
2.8
2.6
2.7
2.5
2.5
2.5
2.2
2
2.2
2.3
1.9
2.1
1.7
1.7
1.9
1.9
1.7
1.7
1.9
1.7
1.9
2.1
2.3
2.6
2.7
3
2.7
2.5
2.8
2.9
2.9
3
2.8
2.8
2.5
2.1
2
1.9
2.1
2
1.9
1.5
1.8
2
1.9

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 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 & 5 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]5 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=233527&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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 time5 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Properties of Density Trace
Bandwidth0.313007528712415
#Observations60

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.313007528712415 \tabularnewline
#Observations & 60 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.313007528712415[/C][/ROW]
[ROW][C]#Observations[/C][C]60[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Bandwidth0.313007528712415
#Observations60






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.159892725915470.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.15989272591547 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.15989272591547[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.159892725915470.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.16924310785730.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.1692431078573 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.1692431078573[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.16924310785730.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.178593489799130.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.17859348979913 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.17859348979913[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.178593489799130.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.187943871740960.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.18794387174096 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.18794387174096[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.187943871740960.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.197294253682790.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.19729425368279 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.19729425368279[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.197294253682790.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.206644635624610.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.20664463562461 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.20664463562461[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.206644635624610.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.215995017566440.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.21599501756644 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=8

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.21599501756644[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=8

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.215995017566440.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.225345399508270.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.22534539950827 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=9

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.22534539950827[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=9

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=9

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.225345399508270.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.36560112863570.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.3656011286357 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=10

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.3656011286357[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=10

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=10

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.36560112863570.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.374951510577530.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.37495151057753 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=11

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.37495151057753[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=11

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=11

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.374951510577530.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.384301892519360.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.38430189251936 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=12

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.38430189251936[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=12

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=12

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.384301892519360.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.393652274461190.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.39365227446119 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=13

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.39365227446119[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=13

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=13

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.393652274461190.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.403002656403020.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.40300265640302 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=14

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.40300265640302[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=14

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=14

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.403002656403020.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.412353038344850.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.41235303834485 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=15

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.41235303834485[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=15

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=15

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.412353038344850.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206






Maximum Density Values
Kernelx-valuemax. density
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.421703420286680.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 2.02898737872987 & 0.526102577044015 \tabularnewline
Epanechnikov & 2.2346957814501 & 0.522573621182573 \tabularnewline
Rectangular & 2.42170342028668 & 0.553357554910525 \tabularnewline
Triangular & 2.1037904342645 & 0.519666881176139 \tabularnewline
Biweight & 2.14119196203181 & 0.518098105918196 \tabularnewline
Cosine & 2.12249119814816 & 0.517820516564029 \tabularnewline
Optcosine & 2.19729425368279 & 0.520127522428206 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=233527&T=16

[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]2.02898737872987[/C][C]0.526102577044015[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]2.2346957814501[/C][C]0.522573621182573[/C][/ROW]
[ROW][C]Rectangular[/C][C]2.42170342028668[/C][C]0.553357554910525[/C][/ROW]
[ROW][C]Triangular[/C][C]2.1037904342645[/C][C]0.519666881176139[/C][/ROW]
[ROW][C]Biweight[/C][C]2.14119196203181[/C][C]0.518098105918196[/C][/ROW]
[ROW][C]Cosine[/C][C]2.12249119814816[/C][C]0.517820516564029[/C][/ROW]
[ROW][C]Optcosine[/C][C]2.19729425368279[/C][C]0.520127522428206[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=233527&T=16

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=233527&T=16

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
Gaussian2.028987378729870.526102577044015
Epanechnikov2.23469578145010.522573621182573
Rectangular2.421703420286680.553357554910525
Triangular2.10379043426450.519666881176139
Biweight2.141191962031810.518098105918196
Cosine2.122491198148160.517820516564029
Optcosine2.197294253682790.520127522428206


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par2 = grey ; par3 = TRUE ; par4 = Unknown ;
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')
}