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Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationSun, 17 Sep 2023 02:26:33 +0200
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2023/Sep/17/t1694910680m0gnzbjd87nfdq0.htm/, Retrieved Sun, 13 Sep 2026 08:28:47 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=319949, Retrieved Sun, 13 Sep 2026 08:28:47 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywordsDetermine si hay evidencia de normalidad en los siguientes datos:5 12 17 2 12 29 13 32 14 33 8 13 22 3 14 28 14 32 17 21 7 12 14 4 3 4 15 31 14 18 9 14 12 5 16 27 13 34 13 15 8 16 15 4 14 26 17 29 12 12
Estimated Impact333

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] [Lartiza Diversent...] [2023-09-17 00:26:33] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
5
8
7
9
8
12
13
12
14
16
17
22
14
12
15
2
3
4
5
4
12
14
3
16
14
29
28
4
27
26
13
14
15
13
17
32
32
31
34
29
14
17
14
13
12
33
21
18
15
12

Tables (Output of Computation)





Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time1 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 time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319949&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]1 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319949&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319949&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 time1 seconds
R ServerBig Analytics Cloud Computing Center






Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = 0.59819, z = 1.82526, p-value = 0.06796
alternative hypothesis: data have a skewness

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.56034, z = -0.44666, p-value = 0.6551
alternative hypothesis: kurtosis is not equal to 3

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3847, p-value = 0.1841
alternative hypothesis: greater

> geary
[1] 0.7697728


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

> agostino
	D'Agostino skewness test
data:  x
skew = 0.59819, z = 1.82526, p-value = 0.06796
alternative hypothesis: data have a skewness

 \tabularnewline

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.56034, z = -0.44666, p-value = 0.6551
alternative hypothesis: kurtosis is not equal to 3

 \tabularnewline

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3847, p-value = 0.1841
alternative hypothesis: greater

 \tabularnewline

> geary
[1] 0.7697728

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319949&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 0.59819, z = 1.82526, p-value = 0.06796
alternative hypothesis: data have a skewness

[/C][/ROW]
[ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.56034, z = -0.44666, p-value = 0.6551
alternative hypothesis: kurtosis is not equal to 3

[/C][/ROW]
[ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3847, p-value = 0.1841
alternative hypothesis: greater

[/C][/ROW]
[ROW][C]
> geary
[1] 0.7697728

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319949&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319949&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 = 0.59819, z = 1.82526, p-value = 0.06796
alternative hypothesis: data have a skewness

> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.56034, z = -0.44666, p-value = 0.6551
alternative hypothesis: kurtosis is not equal to 3

> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3847, p-value = 0.1841
alternative hypothesis: greater

> geary
[1] 0.7697728


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('<pre>',RC.texteval('agostino'),'</pre>',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('<pre>',RC.texteval('anscombe'),'</pre>',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('<pre>',RC.texteval('jarque'),'</pre>',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('<pre>',RC.texteval('geary'),'</pre>',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')