FreeStatistics.org

Free Statistics

of Irreproducible Research!

Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationMon, 12 Nov 2012 11:14:01 -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/2012/Nov/12/t13527368636y4xrcooyqr8kxw.htm/, Retrieved Mon, 29 Apr 2024 04:56:10 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=188096, Retrieved Mon, 29 Apr 2024 04:56:10 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact82

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] [web server] [2010-10-19 15:51:23] [b98453cac15ba1066b407e146608df68]
- RMPD  [Histogram] [histogram time an...] [2012-11-12 16:12:40] [dbdfdab7c884aa7a69290945f2923e51]
- RMP       [Kernel Density Estimation] [Kernel density ti...] [2012-11-12 16:14:01] [239167cccea8953a8e1721fd6db07280] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
99
85
92
89
89
90
96
100
96
94
92
91
90
95
99
93
90
90
90
90
97
100
94
91
90
89
89
95
100
93
95
91
91
90
95
100
93
86
71
70
70
75
78
73
72
71
71
70
75
78
73
72
71
70
70
75
78
73
71
71
71
71
77
79
74
72
72
72
74
77
79
75
73
72
71
72
76
78
73
72
72
71
71
77
79
74
72
72
71

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

\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
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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






Properties of Density Trace
Bandwidth3.77637835642835
#Observations89

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 3.77637835642835 \tabularnewline
#Observations & 89 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]3.77637835642835[/C][/ROW]
[ROW][C]#Observations[/C][C]89[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Bandwidth3.77637835642835
#Observations89






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.68559044704670.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 72.6855904470467 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]72.6855904470467[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.68559044704670.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.78863989937270.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 72.7886398993727 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]72.7886398993727[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.78863989937270.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.89168935169870.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 72.8916893516987 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]72.8916893516987[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.89168935169870.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.99473880402460.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 72.9947388040246 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]72.9947388040246[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular72.99473880402460.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.09778825635060.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.0977882563506 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.0977882563506[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.09778825635060.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.20083770867660.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.2008377086766 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.2008377086766[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.20083770867660.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.30388716100250.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.3038871610025 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.3038871610025[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.30388716100250.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.71608497030640.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.7160849703064 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.7160849703064[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=9

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.71608497030640.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.81913442263240.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.8191344226324 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.8191344226324[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=10

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.81913442263240.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.92218387495830.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 73.9221838749583 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]73.9221838749583[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=11

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular73.92218387495830.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.23133223193620.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 74.2313322319362 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]74.2313322319362[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=12

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.23133223193620.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.64353004124010.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 74.6435300412401 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]74.6435300412401[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=13

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.64353004124010.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.74657949356610.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 74.7465794935661 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]74.7465794935661[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=14

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.74657949356610.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.9526783982180.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 74.952678398218 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]74.952678398218[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=15

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular74.9526783982180.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.0557278505440.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.055727850544 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.055727850544[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=16

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.0557278505440.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.158777302870.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.15877730287 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.15877730287[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=17

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.158777302870.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.26182675519590.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.2618267551959 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.2618267551959[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=18

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.26182675519590.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.67402456449980.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.6740245644998 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.6740245644998[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=19

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.67402456449980.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.77707401682580.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.7770740168258 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.7770740168258[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=20

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.77707401682580.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.88012346915180.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.8801234691518 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&T=21

[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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.8801234691518[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=21

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&T=21

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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.88012346915180.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303






Maximum Density Values
Kernelx-valuemax. density
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.98317292147770.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 72.5825409947207 & 0.0488702771264269 \tabularnewline
Epanechnikov & 73.3038871610025 & 0.0455214831238987 \tabularnewline
Rectangular & 75.9831729214777 & 0.0438040278627682 \tabularnewline
Triangular & 72.0672937330909 & 0.0475658869948013 \tabularnewline
Biweight & 73.0977882563506 & 0.0464189355629954 \tabularnewline
Cosine & 72.9947388040246 & 0.046758329768014 \tabularnewline
Optcosine & 73.2008377086766 & 0.0457804366618303 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188096&T=22

[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]72.5825409947207[/C][C]0.0488702771264269[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]73.3038871610025[/C][C]0.0455214831238987[/C][/ROW]
[ROW][C]Rectangular[/C][C]75.9831729214777[/C][C]0.0438040278627682[/C][/ROW]
[ROW][C]Triangular[/C][C]72.0672937330909[/C][C]0.0475658869948013[/C][/ROW]
[ROW][C]Biweight[/C][C]73.0977882563506[/C][C]0.0464189355629954[/C][/ROW]
[ROW][C]Cosine[/C][C]72.9947388040246[/C][C]0.046758329768014[/C][/ROW]
[ROW][C]Optcosine[/C][C]73.2008377086766[/C][C]0.0457804366618303[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188096&T=22

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188096&T=22

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
Gaussian72.58254099472070.0488702771264269
Epanechnikov73.30388716100250.0455214831238987
Rectangular75.98317292147770.0438040278627682
Triangular72.06729373309090.0475658869948013
Biweight73.09778825635060.0464189355629954
Cosine72.99473880402460.046758329768014
Optcosine73.20083770867660.0457804366618303


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')
}