Free Statistics

of Irreproducible Research!

Author's title

Author*Unverified author*
R Software Modulerwasp_density.wasp
Title produced by softwareKernel Density Estimation
Date of computationMon, 22 Feb 2010 05:15:43 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Feb/22/t12668411822l3odz4xr5n6xyx.htm/, Retrieved Mon, 03 Oct 2022 14:13:32 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=73252, Retrieved Mon, 03 Oct 2022 14:13:32 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywordsKDGP1W22
Estimated Impact137
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [GDP] [2010-02-08 22:18:08] [222caaaafdeebf4d43b7bb8f29de8917]
- RMP     [Kernel Density Estimation] [Melino Olivini - ...] [2010-02-22 12:15:43] [2156736b6f7843cba1ea73b621b47743] [Current]
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Dataseries X:
5221.3
5115.9
5107.4
5202.1
5307.5
5266.1
5329.8
5263.4
5177.1
5204.9
5185.2
5189.8
5253.8
5372.3
5478.4
5590.5
5699.8
5797.9
5854.3
5902.4
5956.9
6007.8
6101.7
6148.6
6207.4
6232
6291.7
6323.4
6365
6435
6493.4
6606.8
6639.1
6723.5
6759.4
6848.6
6918.1
6963.5
7013.1
7030.9
7112.1
7130.3
7130.8
7076.9
7040.8
7086.5
7120.7
7154.1
7228.2
7297.9
7369.5
7450.7
7459.7
7497.5
7536
7637.4
7715.1
7815.7
7859.5
7951.6
7973.7
7988
8053.1
8112
8169.2
8303.1
8372.7
8470.6
8536.1
8665.8
8773.7
8838.4
8936.2
8995.3
9098.9
9237.1
9315.5
9392.6
9502.2
9671.1
9695.6
9847.9
9836.6
9887.7
9875.6
9905.9
9871.1
9910
9977.3
10031.6
10090.7
10095.8
10126
10212.7
10398.7
10467
10543.6
10634.2
10728.7
10796.4
10875.8
10946.1
11050
11086.1
11217.3
11291.7
11314.1
11356.4
11357.8
11491.4
11625.7
11620.7
11646
11700.6




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135

\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 & 2 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=73252&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]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=73252&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=73252&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 time2 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135







Properties of Density Trace
Bandwidth704.603701854904
#Observations114

\begin{tabular}{lllllllll}
\hline
Properties of Density Trace \tabularnewline
Bandwidth & 704.603701854904 \tabularnewline
#Observations & 114 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=73252&T=1

[TABLE]
[ROW][C]Properties of Density Trace[/C][/ROW]
[ROW][C]Bandwidth[/C][C]704.603701854904[/C][/ROW]
[ROW][C]#Observations[/C][C]114[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=73252&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=73252&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
Bandwidth704.603701854904
#Observations114



Parameters (Session):
par1 = 0 ;
Parameters (R input):
par1 = 0 ;
R code (references can be found in the software module):
if (par1 == '0') bw <- 'nrd0'
if (par1 != '0') bw <- as.numeric(par1)
bitmap(file='density1.png')
mydensity1<-density(x,bw=bw,kernel='gaussian',na.rm=TRUE)
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)
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)
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)
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)
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)
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)
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')