Free Statistics

of Irreproducible Research!

Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationFri, 13 Dec 2013 08:03:27 -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/Dec/13/t1386939864z7sb01oljh1tz07.htm/, Retrieved Tue, 19 Nov 2019 08:24:26 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=232294, Retrieved Tue, 19 Nov 2019 08:24:26 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact50
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Histogram] [] [2013-09-18 12:50:34] [5a2e3a6b17460ce5913011eac6538033]
- RMP     [Kernel Density Estimation] [] [2013-12-13 13:03:27] [54713e3426a13268f2edfca2b563126c] [Current]
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Dataseries X:
0.43
0.45
0.44
0.44
0.44
0.48
0.47
0.47
0.47
0.49
0.49
0.46
0.45
0.44
0.42
0.43
0.43
0.47
0.47
0.47
0.47
0.48
0.48
0.48
0.49
0.49
0.47
0.5
0.51
0.5
0.49
0.5
0.51
0.51
0.5
0.53
0.5
0.49
0.46
0.46
0.47
0.49
0.5
0.5
0.51
0.5
0.52
0.5
0.48
0.47
0.43
0.42
0.45
0.5
0.52
0.52
0.51
0.52
0.52
0.51
0.51
0.51
0.48
0.49
0.47
0.51
0.5
0.51
0.51
0.52
0.51
0.52
0.48
0.49
0.47
0.44
0.44
0.47
0.51
0.51
0.52
0.52
0.52
0.52




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time8 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 & 8 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]8 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=232294&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=0

As an alternative you can also use a QR Code:  

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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time8 seconds
R Server'George Udny Yule' @ yule.wessa.net







Properties of Density Trace
Bandwidth0.0106413662557479
#Observations84

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 0.0106413662557479 \tabularnewline
#Observations & 84 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]0.0106413662557479[/C][/ROW]
[ROW][C]#Observations[/C][C]84[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=1

As an alternative you can also use a QR Code:  

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

Properties of Density Trace
Bandwidth0.0106413662557479
#Observations84







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50238704481707714.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.502387044817077 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.502387044817077[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=2

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50238704481707714.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50272725655393514.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.502727256553935 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.502727256553935[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=3

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50272725655393514.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50442831523822514.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.504428315238225 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.504428315238225[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=4

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50442831523822514.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50476852697508414.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.504768526975084 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.504768526975084[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=5

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50476852697508414.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50749022086994814.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.507490220869948 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.507490220869948[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=6

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50749022086994814.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50783043260680614.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.507830432606806 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
 \hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.507830432606806[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
 [/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=7

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=7

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50783043260680614.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296







Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50817064434366414.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296

\begin{tabular}{lllllllll}
\hline
Maximum Density Values \tabularnewline
Kernel & x-value & max. density \tabularnewline
Gaussian & 0.506809797396232 & 13.5992676188012 \tabularnewline
Epanechnikov & 0.506469585659374 & 13.5247105781458 \tabularnewline
Rectangular & 0.508170644343664 & 14.5326633644813 \tabularnewline
Triangular & 0.509871703027955 & 13.610113350436 \tabularnewline
Biweight & 0.505108738711942 & 13.5122975746544 \tabularnewline
Cosine & 0.5054489504488 & 13.5204530784663 \tabularnewline
Optcosine & 0.506469585659374 & 13.4951128837296 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232294&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]0.506809797396232[/C][C]13.5992676188012[/C][/ROW]
[ROW][C]Epanechnikov[/C][C]0.506469585659374[/C][C]13.5247105781458[/C][/ROW]
[ROW][C]Rectangular[/C][C]0.508170644343664[/C][C]14.5326633644813[/C][/ROW]
[ROW][C]Triangular[/C][C]0.509871703027955[/C][C]13.610113350436[/C][/ROW]
[ROW][C]Biweight[/C][C]0.505108738711942[/C][C]13.5122975746544[/C][/ROW]
[ROW][C]Cosine[/C][C]0.5054489504488[/C][C]13.5204530784663[/C][/ROW]
[ROW][C]Optcosine[/C][C]0.506469585659374[/C][C]13.4951128837296[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232294&T=8

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232294&T=8

As an alternative you can also use a QR Code:  

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

Maximum Density Values
Kernelx-valuemax. density
Gaussian0.50680979739623213.5992676188012
Epanechnikov0.50646958565937413.5247105781458
Rectangular0.50817064434366414.5326633644813
Triangular0.50987170302795513.610113350436
Biweight0.50510873871194213.5122975746544
Cosine0.505448950448813.5204530784663
Optcosine0.50646958565937413.4951128837296



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')
}