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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationTue, 11 Nov 2014 12:59:43 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Nov/11/t1415710795r0cfrzdvc9uuo9y.htm/, Retrieved Fri, 17 May 2024 06:18:03 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=253593, Retrieved Fri, 17 May 2024 06:18:03 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact85
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-11-11 12:59:43] [feba87b71495ef91d18b6c2716812399] [Current]
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Dataseries X:
13
16
19
15
14
13
19
15
14
15
16
16
16
16
17
15
15
20
18
16
16
16
19
16
17
17
16
15
16
14
15
12
14
16
14
10
10
14
16
16
16
14
20
14
14
11
14
15
16
14
16
14
12
16
9
14
16
16
15
16
12
16
16
14
16
17
18
18
12
16
10
14
18
18
16
17
16
16
13
16
16
16
15
15
16
14
16
16
15
12
17
16
15
13
16
16
16
16
14
16
16
20
15
16
13
17
16
16
12
16
16
17
13
12
18
14
14
13
16
13
16
13
16
15
16
15
17
15
12
16
10
16
12
14
15
13
15
11
12
11
16
15
17
16
10
18
13
16
13
10
15
16
16
14
10
17
13
15
16
12
13
13
12
17
15
10
14
11
13
16
12
16
12
9
12
15
12
12
14
12
16
11
19
15
8
16
17
12
11
11
14
16
12
16
13
15
16
16
14
16
16
14
11
12
15
15
16
16
11
15
12
12
15
15
16
14
17
14
13
15
13
14
15
12
13
8
14
14
11
12
13
10
16
18
13
11
4
13
16
10
12
12
10
13
15
12
14
10
12
12
11
10
12
16
12
14
16
14
13
4
15
11
11
14




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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=253593&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=253593&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=253593&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 time0 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7209, z = -2.9371, p-value = 0.003313
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.4055, z = 3.2331, p-value = 0.001224
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 44.5947, p-value = 2.072e-10
alternative hypothesis: greater
> geary
[1] 0.8007166

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7209, z = -2.9371, p-value = 0.003313
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.4055, z = 3.2331, p-value = 0.001224
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 44.5947, p-value = 2.072e-10
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8007166
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=253593&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7209, z = -2.9371, p-value = 0.003313
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.4055, z = 3.2331, p-value = 0.001224
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 44.5947, p-value = 2.072e-10
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8007166
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=253593&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=253593&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 = -0.7209, z = -2.9371, p-value = 0.003313
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.4055, z = 3.2331, p-value = 0.001224
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 44.5947, p-value = 2.072e-10
alternative hypothesis: greater
> geary
[1] 0.8007166



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')