FreeStatistics.org

Free Statistics

of Irreproducible Research!

Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationFri, 28 Sep 2012 16:41:10 -0400
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Sep/28/t1348864994lhnfobdapqly3ep.htm/, Retrieved Sat, 04 May 2024 16:46:57 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=170382, Retrieved Sat, 04 May 2024 16:46:57 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact132

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] [] [2012-09-24 07:06:48] [3814b2d887862d3606085ab7f3bdf2a7]
- RMPD    [Kernel Density Estimation] [dichtheidgrafiek ...] [2012-09-28 20:41:10] [6a3415387e2fe7a9c468ed9333e4c178] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.34
0.35
0.35
0.35
0.35
0.35
0.35
0.35
0.36
0.36
0.38
0.38
0.39
0.39
0.39
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.39
0.39
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.4
0.41
0.41
0.41
0.41
0.41
0.41
0.42
0.42
0.42
0.42

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'George Udny Yule' @ yule.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.

\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 & 'George Udny Yule' @ yule.wessa.net \tabularnewline
R Framework error message & 
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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'George Udny Yule' @ yule.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.






Properties of Density Trace
Bandwidth0.0104626903567138
#Observations71

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.0104626903567138 \tabularnewline
#Observations & 71 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.0104626903567138[/C][/ROW]
[ROW][C]#Observations[/C][C]71[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Bandwidth0.0104626903567138
#Observations71






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40249213198100318.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.402492131981003 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.402492131981003[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40249213198100318.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40277153734722718.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.402771537347227 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.402771537347227[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40277153734722718.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40305094271345118.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.403050942713451 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.403050942713451[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40305094271345118.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40333034807967418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.403330348079674 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.403330348079674[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40333034807967418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40360975344589818.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.403609753445898 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.403609753445898[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40360975344589818.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40388915881212218.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.403889158812122 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.403889158812122[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40388915881212218.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40416856417834518.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.404168564178345 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.404168564178345[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40416856417834518.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40444796954456918.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.404447969544569 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.404447969544569[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=9

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40444796954456918.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40472737491079318.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.404727374910793 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.404727374910793[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=10

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40472737491079318.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40500678027701618.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.405006780277016 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.405006780277016[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=11

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40500678027701618.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.4052861856432418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.40528618564324 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.40528618564324[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=12

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.4052861856432418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40556559100946418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.405565591009464 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.405565591009464[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=13

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40556559100946418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40584499637568718.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.405844996375687 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.405844996375687[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=14

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40584499637568718.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40612440174191118.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.406124401741911 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.406124401741911[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=15

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40612440174191118.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40640380710813418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.406403807108134 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.406403807108134[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=16

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40640380710813418.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40668321247435818.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.406683212474358 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.406683212474358[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=17

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&T=17

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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40668321247435818.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40696261784058218.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.406962617840582 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&T=18

[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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.406962617840582[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=18

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&T=18

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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40696261784058218.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40724202320680518.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.407242023206805 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&T=19

[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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.407242023206805[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=19

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&T=19

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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40724202320680518.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196






Maximum Density Values
Kernelx-valuemax. density
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40752142857302918.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.400536294417438 & 21.4581098274819 \tabularnewline
Epanechnikov & 0.401095105149885 & 19.282216227132 \tabularnewline
Rectangular & 0.407521428573029 & 18.2644043637601 \tabularnewline
Triangular & 0.399977483684991 & 21.854010625626 \tabularnewline
Biweight & 0.400815699783662 & 19.9131932903593 \tabularnewline
Cosine & 0.400536294417438 & 20.1571599230146 \tabularnewline
Optcosine & 0.401095105149885 & 19.5012547768196 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=170382&T=20

[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]0.400536294417438[/C][C]21.4581098274819[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.401095105149885[/C][C]19.282216227132[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.407521428573029[/C][C]18.2644043637601[/C][/ROW]
[ROW][C]Triangular[/C][C]0.399977483684991[/C][C]21.854010625626[/C][/ROW]
[ROW][C]Biweight[/C][C]0.400815699783662[/C][C]19.9131932903593[/C][/ROW]
[ROW][C]Cosine[/C][C]0.400536294417438[/C][C]20.1571599230146[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.401095105149885[/C][C]19.5012547768196[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=170382&T=20

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=170382&T=20

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
Gaussian0.40053629441743821.4581098274819
Epanechnikov0.40109510514988519.282216227132
Rectangular0.40752142857302918.2644043637601
Triangular0.39997748368499121.854010625626
Biweight0.40081569978366219.9131932903593
Cosine0.40053629441743820.1571599230146
Optcosine0.40109510514988519.5012547768196


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 0 ; par2 = no ; par3 = 512 ;
Parameters (R input):
par1 = 0 ; par2 = no ; par3 = 512 ;
R code (references can be found in the software module):
if (par1 == '0') bw <- 'nrd0'
if (par1 != '0') bw <- as.numeric(par1)
par3 <- as.numeric(par3)
mydensity <- array(NA, dim=c(par3,8))
bitmap(file='density1.png')
mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE)
mydensity[,8] = signif(mydensity1$x,3)
mydensity[,1] = signif(mydensity1$y,3)
plot(mydensity1,main='Gaussian Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
mydensity1
bitmap(file='density2.png')
mydensity2<-density(x,bw=bw,kernel='epanechnikov',na.rm=TRUE)
mydensity[,2] = signif(mydensity2$y,3)
plot(mydensity2,main='Epanechnikov Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density3.png')
mydensity3<-density(x,bw=bw,kernel='rectangular',na.rm=TRUE)
mydensity[,3] = signif(mydensity3$y,3)
plot(mydensity3,main='Rectangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density4.png')
mydensity4<-density(x,bw=bw,kernel='triangular',na.rm=TRUE)
mydensity[,4] = signif(mydensity4$y,3)
plot(mydensity4,main='Triangular Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density5.png')
mydensity5<-density(x,bw=bw,kernel='biweight',na.rm=TRUE)
mydensity[,5] = signif(mydensity5$y,3)
plot(mydensity5,main='Biweight Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density6.png')
mydensity6<-density(x,bw=bw,kernel='cosine',na.rm=TRUE)
mydensity[,6] = signif(mydensity6$y,3)
plot(mydensity6,main='Cosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
bitmap(file='density7.png')
mydensity7<-density(x,bw=bw,kernel='optcosine',na.rm=TRUE)
mydensity[,7] = signif(mydensity7$y,3)
plot(mydensity7,main='Optcosine Kernel',xlab=xlab,ylab=ylab)
grid()
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Properties of Density Trace',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Bandwidth',header=TRUE)
a<-table.element(a,mydensity1$bw)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#Observations',header=TRUE)
a<-table.element(a,mydensity1$n)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Maximum Density Values',3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Kernel',1,TRUE)
a<-table.element(a,'x-value',1,TRUE)
a<-table.element(a,'max. density',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Gaussian',1,TRUE)
a<-table.element(a,mydensity1$x[mydensity1$y==max(mydensity1$y)],1)
a<-table.element(a,mydensity1$y[mydensity1$y==max(mydensity1$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Epanechnikov',1,TRUE)
a<-table.element(a,mydensity2$x[mydensity2$y==max(mydensity2$y)],1)
a<-table.element(a,mydensity2$y[mydensity2$y==max(mydensity2$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Rectangular',1,TRUE)
a<-table.element(a,mydensity3$x[mydensity3$y==max(mydensity3$y)],1)
a<-table.element(a,mydensity3$y[mydensity3$y==max(mydensity3$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Triangular',1,TRUE)
a<-table.element(a,mydensity4$x[mydensity4$y==max(mydensity4$y)],1)
a<-table.element(a,mydensity4$y[mydensity4$y==max(mydensity4$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Biweight',1,TRUE)
a<-table.element(a,mydensity5$x[mydensity5$y==max(mydensity5$y)],1)
a<-table.element(a,mydensity5$y[mydensity5$y==max(mydensity5$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Cosine',1,TRUE)
a<-table.element(a,mydensity6$x[mydensity6$y==max(mydensity6$y)],1)
a<-table.element(a,mydensity6$y[mydensity6$y==max(mydensity6$y)],1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Optcosine',1,TRUE)
a<-table.element(a,mydensity7$x[mydensity7$y==max(mydensity7$y)],1)
a<-table.element(a,mydensity7$y[mydensity7$y==max(mydensity7$y)],1)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable2.tab')
if (par2=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Kernel Density Values',8,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'x-value',1,TRUE)
a<-table.element(a,'Gaussian',1,TRUE)
a<-table.element(a,'Epanechnikov',1,TRUE)
a<-table.element(a,'Rectangular',1,TRUE)
a<-table.element(a,'Triangular',1,TRUE)
a<-table.element(a,'Biweight',1,TRUE)
a<-table.element(a,'Cosine',1,TRUE)
a<-table.element(a,'Optcosine',1,TRUE)
a<-table.row.end(a)
for(i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,mydensity[i,8],1,TRUE)
for(j in 1:7) {
a<-table.element(a,mydensity[i,j],1)
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
}