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Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationThu, 14 Feb 2013 12:05:45 -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/2013/Feb/14/t1360861643285c7l1gj9vzho6.htm/, Retrieved Mon, 29 Apr 2024 21:41:24 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=206508, Retrieved Mon, 29 Apr 2024 21:41:24 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact166
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [Consumptieprijs b...] [2013-01-31 17:53:10] [9ddb3adf19236c8915a57074898b2ab2]
- RMPD  [Histogram] [] [2013-02-07 17:01:38] [74be16979710d4c4e7c6647856088456]
- R PD    [Histogram] [] [2013-02-14 16:53:32] [9ddb3adf19236c8915a57074898b2ab2]
-   P       [Histogram] [] [2013-02-14 16:59:37] [9ddb3adf19236c8915a57074898b2ab2]
- RMP           [Kernel Density Estimation] [] [2013-02-14 17:05:45] [989f55388136532f0412af85431b09ea] [Current]
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Dataseries X:
6.81
6.8
6.8
6.85
6.85
6.85
6.85
6.85
6.85
6.86
6.86
6.88
6.88
6.88
6.91
6.91
6.91
6.91
6.99
6.99
6.99
7.02
7.02
7.05
7.05
7.05
7.05
7.1
7.1
7.1
7.1
7.12
7.13
7.18
7.24
7.24
7.24
7.27
7.27
7.27
7.27
7.3
7.3
7.57
7.76
7.94
7.94
7.96
7.96
7.98
7.99
8
8
8.04
8.04
8.04
8.04
8.04
8.07
8.07
8.07
8.07
8.11
8.11
8.12
8.11
8.13
8.15
8.16
8.2
8.2
8.2




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=206508&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=206508&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=0

As an alternative you can also use a 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
Bandwidth0.200097570311806
#Observations72

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.200097570311806 \tabularnewline
#Observations & 72 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.200097570311806[/C][/ROW]
[ROW][C]#Observations[/C][C]72[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=1

As an alternative you can also use a QR Code:  

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

Properties of Density Trace
Bandwidth0.200097570311806
#Observations72







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.96308852836130.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 6.9630885283613 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]6.9630885283613[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=2

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.96308852836130.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.968177736623280.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 6.96817773662328 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]6.96817773662328[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=3

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.968177736623280.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.973266944885260.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 6.97326694488526 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]6.97326694488526[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=4

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular6.973266944885260.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.008891402719110.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.00889140271911 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.00889140271911[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=5

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.008891402719110.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.013980610981090.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.01398061098109 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.01398061098109[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=6

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.013980610981090.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.019069819243060.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.01906981924306 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.01906981924306[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=7

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.019069819243060.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.044515860552950.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.04451586055295 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.04451586055295[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=8

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.044515860552950.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.049605068814930.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.04960506881493 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.04960506881493[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=9

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=9

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.049605068814930.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.054694277076910.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.05469427707691 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.05469427707691[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=10

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=10

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.054694277076910.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.059783485338890.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.05978348533889 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.05978348533889[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=11

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=11

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.059783485338890.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.085229526648780.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.08522952664878 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.08522952664878[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=12

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=12

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.085229526648780.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.090318734910760.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.09031873491076 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.09031873491076[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=13

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=13

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.090318734910760.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.095407943172740.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.09540794317274 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.09540794317274[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=14

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=14

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.095407943172740.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.115764776220650.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.11576477622065 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.11576477622065[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=15

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=15

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.115764776220650.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.120853984482630.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.12085398448263 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.12085398448263[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=16

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=16

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.120853984482630.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003







Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.141210817530540.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 6.99871298619515 & 0.900579854073651 \tabularnewline
Epanechnikov & 7.01906981924306 & 0.872824286378012 \tabularnewline
Rectangular & 7.14121081753054 & 0.861595696111465 \tabularnewline
Triangular & 7.01906981924306 & 0.873604923719878 \tabularnewline
Biweight & 7.01906981924306 & 0.87993814112579 \tabularnewline
Cosine & 7.01398061098109 & 0.882226901622647 \tabularnewline
Optcosine & 7.01906981924306 & 0.874216567916003 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=206508&T=17

[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]6.99871298619515[/C][C]0.900579854073651[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]7.01906981924306[/C][C]0.872824286378012[/C][/ROW]
[ROW][C]Rectangular[/C][C]7.14121081753054[/C][C]0.861595696111465[/C][/ROW]
[ROW][C]Triangular[/C][C]7.01906981924306[/C][C]0.873604923719878[/C][/ROW]
[ROW][C]Biweight[/C][C]7.01906981924306[/C][C]0.87993814112579[/C][/ROW]
[ROW][C]Cosine[/C][C]7.01398061098109[/C][C]0.882226901622647[/C][/ROW]
[ROW][C]Optcosine[/C][C]7.01906981924306[/C][C]0.874216567916003[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=206508&T=17

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=206508&T=17

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian6.998712986195150.900579854073651
Epanechnikov7.019069819243060.872824286378012
Rectangular7.141210817530540.861595696111465
Triangular7.019069819243060.873604923719878
Biweight7.019069819243060.87993814112579
Cosine7.013980610981090.882226901622647
Optcosine7.019069819243060.874216567916003



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')
}