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Description of Statistical Computation

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 computationWed, 30 Nov 2016 14:30:07 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2016/Nov/30/t1480512655vu4hju3aelet2ke.htm/, Retrieved Thu, 12 Feb 2026 03:03:12 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=297405, Retrieved Thu, 12 Feb 2026 03:03:12 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact308

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [Skewness & Kurtos...] [2016-11-30 13:30:07] [aed32bb2e1132335210cb15bafce0db8] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
10
13
14
12
12
13
13
13.5
13.5
14
14
12
12
11
12
14
12
10
13
14
12
12
13
13
13.5
13.5
14
14
12
12
11
12
14
12
11
13.5
13
12
13
12
13.5
12
12
12
13
13
10
12
13
13.5
10
14
12
10
10
14
12
14
10
13
12
12
13.5
12
10
9
14
15
13.5
8
11
10
12
14
12
12
14
13
13
13
12
10
14
11
10
13
12
12
10.5
10.5
13.5
12
13
11
10
14
13.5
7
13.5
13
13.5
15
13
14
12
13
11
12
14
13.5
14
12
12
13
14
13
12
13.5
12
10
12
13.5
12
13.5
12
12
12
10.5
12
9
14
12
13
13.5
13
11
12
11
12
12
13.5
12
13
13.5
12
12
8
12
13
10.5
8
12
13
9
12
15
14
10.5
11
12
10
14
10
15
11
12
9
12
13
12
9
12
14
10.5
12
14
12
15
11
12
12
10.5
12
10.5
11

Tables (Output of Computation)





Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R ServerBig Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=297405&T=0

[TABLE]
[ROW]
Summary of computational transaction[/C][/ROW] [ROW]Raw Input[/C] view raw input (R code) [/C][/ROW] [ROW]Raw Output[/C]view raw output of R engine [/C][/ROW] [ROW]Computing time[/C]0 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=297405&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=297405&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 Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R ServerBig Analytics Cloud Computing Center






Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.67642, z = -3.57970, p-value = 0.0003441
alternative hypothesis: data have a skewness

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4224, z = 1.2877, p-value = 0.1979
alternative hypothesis: kurtosis is not equal to 3

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 15.483, p-value = 0.0004344
alternative hypothesis: greater

> geary
[1] 0.7736208


\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline

> agostino
	D'Agostino skewness test
data:  x
skew = -0.67642, z = -3.57970, p-value = 0.0003441
alternative hypothesis: data have a skewness

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4224, z = 1.2877, p-value = 0.1979
alternative hypothesis: kurtosis is not equal to 3

 \tabularnewline

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 15.483, p-value = 0.0004344
alternative hypothesis: greater

 \tabularnewline

> geary
[1] 0.7736208

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=297405&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.67642, z = -3.57970, p-value = 0.0003441
alternative hypothesis: data have a skewness

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4224, z = 1.2877, p-value = 0.1979
alternative hypothesis: kurtosis is not equal to 3

[/C][/ROW]
[ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 15.483, p-value = 0.0004344
alternative hypothesis: greater

[/C][/ROW]
[ROW][C]
> geary
[1] 0.7736208

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=297405&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=297405&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:

Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.67642, z = -3.57970, p-value = 0.0003441
alternative hypothesis: data have a skewness

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4224, z = 1.2877, p-value = 0.1979
alternative hypothesis: kurtosis is not equal to 3

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 15.483, p-value = 0.0004344
alternative hypothesis: greater

> geary
[1] 0.7736208


Figures (Output of Computation)

Input Parameters & R Code

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')