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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 computationThu, 15 Dec 2011 11:49:10 -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/2011/Dec/15/t1323967764etjt3o0xdlnioda.htm/, Retrieved Mon, 01 Jun 2026 06:45:22 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=155573, Retrieved Mon, 01 Jun 2026 06:45:22 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact414

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] [WS10: kurtosis4] [2011-12-15 16:49:10] [dfccbb29b87008a80f95a64515f2b3fe] [Current]
- R  D    [Skewness and Kurtosis Test] [] [2011-12-21 20:32:01] [3931071255a6f7f4a767409781cc5f7d]
-           [Skewness and Kurtosis Test] [] [2011-12-21 21:33:41] [3931071255a6f7f4a767409781cc5f7d]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
3
4
12
2
1
3
0
0
0
5
0
0
7
7
3
9
0
4
3
0
7
0
1
5
7
0
0
5
0
0
0
3
4
1
4
2
0
0
0
0
2
1
0
2
10
6
0
5
4
1
2
2
0
8
3
0
0
8
5
3
1
5
1
1
5
0
12
8
8
8
8
2
0
5
8
2
5
12
6
7
2
0
4
3
6
2
0
1
0
5
2
0
0
5
0
1
0
1
1
2
6
1
4
2
3
0
10
0
9
7
0
0
4
4
0
0
0
1
0
1
0
0
4
0
4
4
3
0
0
0
5
0
4
0
0
1
0
5
0
0
0
0
0
2
7
1
8
2
0
2
0
0
1
3
0
3
0
0
0
4
4
11
0
0
4
0
1
0
0
0
9
1
3
10
5
0
2
0
1
2
4
0
0
2
1
0
0
0
1
0
2
0
3
6
0
2
0
2
1
1
2
1
0
1
3
0
0
0
0
1
4
0
0
0
7
2
0
7
3
0
0
6
2
0
0
3
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2
0
1
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
6
3
1
2
0
0
0
3
1
0
0
1
0
0

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'George Udny Yule' @ yule.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 & 1 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155573&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]1 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155573&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155573&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 time1 seconds
R Server'George Udny Yule' @ yule.wessa.net






Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x 
skew = 1.5809, z = 5.4884, p-value = 4.056e-08
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.9431, z = 4.0137, p-value = 5.978e-05
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 165.852, p-value < 2.2e-16
alternative hypothesis: greater 

> geary
[1] 0.7781367


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

> agostino
	D'Agostino skewness test
data:  x 
skew = 1.5809, z = 5.4884, p-value = 4.056e-08
alternative hypothesis: data have a skewness 

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.9431, z = 4.0137, p-value = 5.978e-05
alternative hypothesis: kurtosis is not equal to 3 

 \tabularnewline

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 165.852, p-value < 2.2e-16
alternative hypothesis: greater 

 \tabularnewline

> geary
[1] 0.7781367

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155573&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x 
skew = 1.5809, z = 5.4884, p-value = 4.056e-08
alternative hypothesis: data have a skewness 

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.9431, z = 4.0137, p-value = 5.978e-05
alternative hypothesis: kurtosis is not equal to 3 

[/C][/ROW]
[ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 165.852, p-value < 2.2e-16
alternative hypothesis: greater 

[/C][/ROW]
[ROW][C]
> geary
[1] 0.7781367

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155573&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155573&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 = 1.5809, z = 5.4884, p-value = 4.056e-08
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.9431, z = 4.0137, p-value = 5.978e-05
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 165.852, p-value < 2.2e-16
alternative hypothesis: greater 

> geary
[1] 0.7781367


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')