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Author

*The author of this computation has been verified*

R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Sun, 29 Nov 2015 14:21:59 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2015/Nov/29/t14488069326a52maavuqomh9v.htm/, Retrieved Wed, 15 May 2024 13:00:22 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=284449, Retrieved Wed, 15 May 2024 13:00:22 +0000

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-       [Skewness and Kurtosis Test] [Skewness & Kurtos...] [2015-11-29 14:21:59] [60e7016130b28a0c8bd4011f80276a66] [Current]

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Dataseries X:

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Boxplots

2.3
1.9
0.6
0.6
-0.4
-1.1
-1.7
-0.8
-1.2
-1
-0.1
0.3
0.6
0.7
1.7
1.8
2.3
2.5
2.6
2.3
2.9
3
2.9
3.1
3.2
3.4
3.5
3.4
3.4
3.7
3.8
3.6
3.6
3.6
3.9
3.5
3.7
3.7
3.4
3.2
2.8
2.3
2.3
2.9
2.8
2.8
2.3
2.2
1.5
1.2
1.1
1
1.2
1.6
1.5
1
0.9
0.6
0.8
1
1.1
1
0.9
0.6
0.4
0.3
0.3
0
-0.1
0.1
-0.1
-0.4
-0.7
-0.4
-0.4
0.3
0.6
0.6
0.5
0.9

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 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 & 0 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=284449&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]0 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=284449&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=284449&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 Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 seconds
R Server	'Herman Ole Andreas Wold' @ wold.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.057746, z = -0.227160, p-value = 0.8203 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 1.9036, z = -3.9278, p-value = 8.572e-05 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.0512, p-value = 0.1319 alternative hypothesis: greater
> geary [1] 0.8751013

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.057746, z = -0.227160, p-value = 0.8203
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.9036, z = -3.9278, p-value = 8.572e-05
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.0512, p-value = 0.1319
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8751013
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=284449&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.057746, z = -0.227160, p-value = 0.8203
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.9036, z = -3.9278, p-value = 8.572e-05
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.0512, p-value = 0.1319
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8751013
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=284449&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=284449&T=1

As an alternative you can also use a QR Code:

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

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.057746, z = -0.227160, p-value = 0.8203 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 1.9036, z = -3.9278, p-value = 8.572e-05 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.0512, p-value = 0.1319 alternative hypothesis: greater
> geary [1] 0.8751013

Parameters (Session):

Parameters (R input):

R code (references can be found in the software module):

library(moments)
agostino <- agostino.test(x)
anscombe <- anscombe.test(x)
geary <- geary(x)
jarque <- jarque.test(x)
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Skewness and Kurtosis Test',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('agostino'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('anscombe'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('jarque'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('geary'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')

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Dataset

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Figures (Output of Computation)

Input Parameters & R Code