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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 computationSat, 15 Dec 2012 09:33:48 -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/15/t1355582139g6csf8qxvvzudrx.htm/, Retrieved Wed, 20 May 2026 19:34:09 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=199968, Retrieved Wed, 20 May 2026 19:34:09 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact367

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [WS 7] [2012-11-02 21:53:51] [93b3e8d0ee7e4ccb504c2c04707a9358]
- RMPD    [Skewness and Kurtosis Test] [Normaliteitstest] [2012-12-15 14:33:48] [b4b733de199089e913cc2b6ea19b06b9] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
3,59954721
0,04238554
-2,81307431
-1,22439409
-2,60493705
-1,12063322
0,78457483
-2,63132972
-1,00729584
1,91660041
4,01771088
-0,08323368
-0,36351422
1,37332165
-3,4313958
0,78524813
0,78826526
1,33230189
2,06724768
-6,91844089
-3,4061436
-4,46767131
-8,65160446
-1,57721066
-1,12578031
1,52417663
5,26038156
5,16049345
-2,12120079
-5,66164291
-4,55566816
4,48097758
4,01455406
3,18792001
1,70293029
0,26449855
3,45663965
-2,28781022
-6,24314264
4,72755313
3,80538479
5,34962762
-0,40937922
8,23589769
3,17749882
-2,31669705
4,62988865
-6,93873033
-4,23410743
-3,95416054
3,15483735
4,48483132
-3,93480588
-3,82846083
1,37872099
0,75358492
0,73812514
5,32867038
7,86878864
3,56877219
-1,88841602
2,83447464
1,32609905
1,52466813
5,68476555
1,52821666
-2,67388034
-2,5408683
-9,82054212
1,56062769
-3,85432832
5,10421924
-4,90526386
-5,32496036
4,93205428
6,02364807
-0,41092927
1,60134902
-3,85158793
-4,36134447
-4,00596907
-2,9970532

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'Sir Ronald Aylmer Fisher' @ fisher.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 & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199968&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]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199968&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199968&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'Sir Ronald Aylmer Fisher' @ fisher.wessa.net






Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.1565, z = -0.4085, p-value = 0.6829
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.3812, z = -1.3454, p-value = 0.1785
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.643, p-value = 0.4398
alternative hypothesis: greater 

> geary
[1] 0.8407507


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

> agostino
	D'Agostino skewness test
data:  x 
skew = -0.1565, z = -0.4085, p-value = 0.6829
alternative hypothesis: data have a skewness 

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.3812, z = -1.3454, p-value = 0.1785
alternative hypothesis: kurtosis is not equal to 3 

 \tabularnewline

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.643, p-value = 0.4398
alternative hypothesis: greater 

 \tabularnewline

> geary
[1] 0.8407507

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199968&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.1565, z = -0.4085, p-value = 0.6829
alternative hypothesis: data have a skewness 

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.3812, z = -1.3454, p-value = 0.1785
alternative hypothesis: kurtosis is not equal to 3 

[/C][/ROW]
[ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.643, p-value = 0.4398
alternative hypothesis: greater 

[/C][/ROW]
[ROW][C]
> geary
[1] 0.8407507

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199968&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199968&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 = -0.1565, z = -0.4085, p-value = 0.6829
alternative hypothesis: data have a skewness 

> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 2.3812, z = -1.3454, p-value = 0.1785
alternative hypothesis: kurtosis is not equal to 3 

> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.643, p-value = 0.4398
alternative hypothesis: greater 

> geary
[1] 0.8407507


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')