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Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationMon, 18 Nov 2013 13:39:50 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2013/Nov/18/t13848001305ajqgupn9120def.htm/, Retrieved Sat, 27 Apr 2024 07:25:17 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=226227, Retrieved Sat, 27 Apr 2024 07:25:17 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact57

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Kernel Density Estimation] [] [2013-11-18 18:39:50] [629d05b8910d8b56ad89862016f2bc6c] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
120.6
119.9
119.48
117.45
118.37
117.07
114.98
112.59
111.7
112.04
110.79
109.82
109.11
109.84
109.31
108.29
107.42
106.71
105.11
104.43
105.55
106.12
105.78
105.33
104.63
104.62
105.57
107.5
107.52
107.76
106.74
106.21
105.77
105.27
104.35
103.52
102.28
100.93
101.04
99.95
99.55
99.56
99.01
98.64
98.98
100.8
100.32
100.72
280.8
280.4
280.4
280.3
281
280.9
279.7
283.1
290.6
291.6
291.7
291.8
291.7
291.5
291.7
293.4
293.1
293.1
292.6
292.1
292.2
292
292.1
293.4
292.2
292.1
291.6
290.9
290.9
290.8
290.5
290
290.2
290.1
291
291.8

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time6 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 6 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]6 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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 time6 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net






Properties of Density Trace
Bandwidth33.7121913513147
#Observations84

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 33.7121913513147 \tabularnewline
#Observations & 84 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]33.7121913513147[/C][/ROW]
[ROW][C]#Observations[/C][C]84[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Properties of Density Trace
Bandwidth33.7121913513147
#Observations84






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular65.87704049301130.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 65.8770404930113 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]65.8770404930113[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular65.87704049301130.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular66.65401338559030.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 66.6540133855903 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]66.6540133855903[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular66.65401338559030.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular67.43098627816940.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 67.4309862781694 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]67.4309862781694[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular67.43098627816940.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular69.76190495590650.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 69.7619049559065 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]69.7619049559065[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular69.76190495590650.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular70.53887784848550.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 70.5388778484855 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]70.5388778484855[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular70.53887784848550.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular90.74017305554050.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 90.7401730555405 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]90.7401730555405[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular90.74017305554050.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696






Maximum Density Values
Kernelx-valuemax. density
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular91.51714594811950.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 107.0566037997 & 0.00665955248090889 \tabularnewline
Epanechnikov & 107.0566037997 & 0.00565001959399846 \tabularnewline
Rectangular & 91.5171459481195 & 0.0048931028555648 \tabularnewline
Triangular & 106.279630907121 & 0.0065401596855705 \tabularnewline
Biweight & 107.0566037997 & 0.00595328993197309 \tabularnewline
Cosine & 107.0566037997 & 0.00606700783550226 \tabularnewline
Optcosine & 107.0566037997 & 0.00575231117412696 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=226227&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]107.0566037997[/C][C]0.00665955248090889[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]107.0566037997[/C][C]0.00565001959399846[/C][/ROW]
[ROW][C]Rectangular[/C][C]91.5171459481195[/C][C]0.0048931028555648[/C][/ROW]
[ROW][C]Triangular[/C][C]106.279630907121[/C][C]0.0065401596855705[/C][/ROW]
[ROW][C]Biweight[/C][C]107.0566037997[/C][C]0.00595328993197309[/C][/ROW]
[ROW][C]Cosine[/C][C]107.0566037997[/C][C]0.00606700783550226[/C][/ROW]
[ROW][C]Optcosine[/C][C]107.0566037997[/C][C]0.00575231117412696[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=226227&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=226227&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
Gaussian107.05660379970.00665955248090889
Epanechnikov107.05660379970.00565001959399846
Rectangular91.51714594811950.0048931028555648
Triangular106.2796309071210.0065401596855705
Biweight107.05660379970.00595328993197309
Cosine107.05660379970.00606700783550226
Optcosine107.05660379970.00575231117412696


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')
}