FreeStatistics.org

Free Statistics

of Irreproducible Research!

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 computationTue, 04 Dec 2012 07:17:39 -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/2012/Dec/04/t1354623525pu7vgyy1flc370j.htm/, Retrieved Wed, 26 Aug 2026 19:51:55 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=196205, Retrieved Wed, 26 Aug 2026 19:51:55 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact411

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Histogram] [Paper histogram I3M] [2012-12-03 12:05:33] [33fe548a21de6aef2b38519618b03303]
- RMP     [Skewness and Kurtosis Test] [Paper 2012: I3: s...] [2012-12-04 12:17:39] [1fe26bd17a10f70c1ca37a05cc3c4a5a] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
21
15
18
NA
8
19
NA
20
16
14
NA
NA
14
8
23
NA
9
NA
NA
15
NA
19
6
NA
11
17
17
5
NA
15
NA
17
20
NA
NA
NA
7
NA
NA
15
15
10
14
NA
NA
9
NA
NA
18
NA
17
14
16
10
NA
10
14
10
NA
NA
9
12
16
NA
18
NA
NA
NA
18
9
19
NA
NA
23
22
14
14
NA
NA
NA
NA
12
NA
12
NA
NA
16
11
14
13
9
NA
13
19
13
13
NA
14
NA
NA
11
NA
18
19
NA
15
NA
19
15
17
8
10
12
12
20
NA
12
14
NA
10
18
18
7
18
9
NA
22
11
NA
NA
15
NA
NA
NA
NA
14
14
NA
NA
20
8
17
9
NA
22
10
NA
NA
NA
NA
12
12
20
NA
NA
NA
18
16
13
17
NA
17

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196205&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196205&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196205&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0244, z = -0.0692, p-value = 0.9449
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.2507, z = -2.1195, p-value = 0.03405
alternative hypothesis: kurtosis is not equal to 3 

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

> geary
[1] NA


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

> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0244, z = -0.0692, p-value = 0.9449
alternative hypothesis: data have a skewness 

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.2507, z = -2.1195, p-value = 0.03405
alternative hypothesis: kurtosis is not equal to 3 

 \tabularnewline

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

 \tabularnewline

> geary
[1] NA

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196205&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0244, z = -0.0692, p-value = 0.9449
alternative hypothesis: data have a skewness 

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.2507, z = -2.1195, p-value = 0.03405
alternative hypothesis: kurtosis is not equal to 3 

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

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

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196205&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196205&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 = -0.0244, z = -0.0692, p-value = 0.9449
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.2507, z = -2.1195, p-value = 0.03405
alternative hypothesis: kurtosis is not equal to 3 

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

> geary
[1] NA


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')