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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 computationMon, 12 Nov 2012 16:40:27 -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/Nov/12/t1352756459i65a5irq6dt5wgk.htm/, Retrieved Mon, 25 May 2026 14:27:03 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=188438, Retrieved Mon, 25 May 2026 14:27:03 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact289

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Explorative Data Analysis] [Run Sequence gebo...] [2008-12-12 13:32:37] [76963dc1903f0f612b6153510a3818cf]
- R  D  [Univariate Explorative Data Analysis] [Run Sequence gebo...] [2008-12-17 12:14:40] [76963dc1903f0f612b6153510a3818cf]
-         [Univariate Explorative Data Analysis] [Run Sequence Plot...] [2008-12-22 18:19:51] [1ce0d16c8f4225c977b42c8fa93bc163]
- RMP       [Univariate Data Series] [Identifying Integ...] [2009-11-22 12:08:06] [b98453cac15ba1066b407e146608df68]
- RMPD          [Skewness and Kurtosis Test] [kurtosis en skewn...] [2012-11-12 21:40:27] [a641906195a0eb35087b0121beaccdc9] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
17.7569444444444
-10.5625
-10.402777777777
-24.4513888888889
7.7986111111111
56.2847222222222
2.74305555555556
-26.9722222222222
-5.94861111111109
-13.3486111111111
5.71805555555557
-13.8652777777778
53.7569444444445
3.31250000000001
30.8055555555556
-3.40972222222221
-22.1180555555556
-38.6736111111111
-5.21527777777777
7.19444444444444
-0.781944444444449
16.0680555555556
-14.4486111111111
27.1347222222222
3.71527777777779
3.85416666666667
-5.94444444444444
2.88194444444444
-17.5763888888889
-7.21527777777776
-5.96527777777777
-4.84722222222221
-11.4902777777778
-5.80694444444445
1.17638888888889
22.3847222222222
-27.8680555555556
26.3125
-5.77777777777777
6.84027777777779
3.29861111111111
0.659722222222214
29.0347222222222
22.5277777777778
18.5513888888889
8.19305555555556
2.96805555555556
-25.0736111111111
-30.6597222222222
-19.5625
-3.06944444444445
6.38194444444444
20.9236111111111
4.95138888888889
-18.6736111111111
2.44444444444445
1.71805555555555
-3.05694444444444
6.63472222222222
-8.53194444444444
-14.2430555555556
-0.895833333333336
-3.15277777777778
14.2152777777778
10.1319444444444
-13.5486111111111
0.534722222222225
2.11111111111111

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=188438&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=188438&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188438&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 = 0.6776, z = 1.5233, p-value = 0.1277
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.3233, z = 2.0480, p-value = 0.04056
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 10.1653, p-value = 0.006203
alternative hypothesis: greater 

> geary
[1] 0.7343754


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

> agostino
	D'Agostino skewness test
data:  x 
skew = 0.6776, z = 1.5233, p-value = 0.1277
alternative hypothesis: data have a skewness 

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.3233, z = 2.0480, p-value = 0.04056
alternative hypothesis: kurtosis is not equal to 3 

 \tabularnewline

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 10.1653, p-value = 0.006203
alternative hypothesis: greater 

 \tabularnewline

> geary
[1] 0.7343754

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=188438&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x 
skew = 0.6776, z = 1.5233, p-value = 0.1277
alternative hypothesis: data have a skewness 

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.3233, z = 2.0480, p-value = 0.04056
alternative hypothesis: kurtosis is not equal to 3 

[/C][/ROW]
[ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 10.1653, p-value = 0.006203
alternative hypothesis: greater 

[/C][/ROW]
[ROW][C]
> geary
[1] 0.7343754

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=188438&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=188438&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 = 0.6776, z = 1.5233, p-value = 0.1277
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 4.3233, z = 2.0480, p-value = 0.04056
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 10.1653, p-value = 0.006203
alternative hypothesis: greater 

> geary
[1] 0.7343754


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')