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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 computationSun, 30 Nov 2014 14:31:37 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Nov/30/t1417357901f8exk39sp02ikrp.htm/, Retrieved Sun, 19 May 2024 15:56:55 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=261471, Retrieved Sun, 19 May 2024 15:56:55 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact77
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Percentiles] [Intrinsic Motivat...] [2010-10-12 12:10:58] [b98453cac15ba1066b407e146608df68]
- RMPD  [Percentiles] [] [2014-11-30 14:28:14] [eee95947b6243a1febfcd5f41483d733]
-    D    [Percentiles] [] [2014-11-30 14:29:21] [eee95947b6243a1febfcd5f41483d733]
-    D      [Percentiles] [] [2014-11-30 14:30:00] [eee95947b6243a1febfcd5f41483d733]
- RM D          [Skewness and Kurtosis Test] [] [2014-11-30 14:31:37] [262ee009a9ad408213aaf69cd2b04529] [Current]
- R  D            [Skewness and Kurtosis Test] [] [2014-11-30 14:32:37] [eee95947b6243a1febfcd5f41483d733]
-    D              [Skewness and Kurtosis Test] [] [2014-11-30 14:33:25] [eee95947b6243a1febfcd5f41483d733]
-                     [Skewness and Kurtosis Test] [] [2014-11-30 14:34:09] [eee95947b6243a1febfcd5f41483d733]
-    D                  [Skewness and Kurtosis Test] [] [2014-11-30 14:34:53] [eee95947b6243a1febfcd5f41483d733]
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Dataseries X:
4
9
4
5
4
4
9
8
11
4
4
6
4
8
4
4
11
4
4
6
6
4
8
5
4
9
4
7
10
4
4
7
12
4
7
5
8
5
4
9
7
4
4
4
4
4
7
4
7
4
4
4
4
8
4
4
4
4
7
12
4
4
4
5
15
5
10
9
8
4
5
4
9
4
10
4
7
4
6
7
5
4
4
4
4
4
4
6
10
7
4
4
7
4
8
11
6
14
5
4
8
9
4
4
5
4
5
4
4
7
10
4
5
4
4
4
6
4
8
5
4
17
4
4
8
4
7
4
4
5
7
4
4
7
11
7
4
4
4
4
4
4
6
8
23
4
8
6
4
4
7
4
4
4
4
10
6
5
5
4
4
5
5
5
5
4
6
4
4
4
9
18
6
5
4
11
4
10
6
8
8
6
8
4
4
9
9
5
4
4
15
10
9
7
9
6
4
7
4
7
4
15
4
9
4
4
28
4
4
4
5
4
4
12
5
4
6
6
5
4
4
4
10
7
4
4
7
4
4
12
5
8
6
17
4
5
4
5
5
6
4
4
4
6
8
10
4
5
4
4
4
16
4
7
4
4
14
5
5
5
5
7
19
16
4
4
7
9
5
14
4
16
10
5
6
4
4
4
5
4
4
5
4
4
5
8
15
7
5
8
8
5
4
4
11
5
22
4
4
4
5
4
16
5
4
6
5
4
4
4
7
4
8
7
4
6
5
8
8
4
7
4
13
4
4
4
4
7
5
4
5
12
8
4
4
8
5
4
4
7
5
13
4
4
4
6
4
4
4
4
4
5
6
4
4
4
6
9
5
6
13
4
7
5
4
4
4
6
6
8
6
5
9
6
4
9
4
4
4
5
4
4
4
5
5
8
4
4
9
4
4
4
4
4
4
4
4
4
4
4
4
4
5
8
7
4
4
4
5
5
6
12
5
9
12
4
16
4
5
4
4
6
4
4
5
6
5
6
4
4
7
9
5
5
4
4
12
4
6
9
4
5
4
4
4
4
4
11
4
6
4
5
4
4
6
4
7
9
5
14
4
4
4
5
4
4
9
4
4
10
4
4
6
4
9
5
4
5
14
9
4
4
17
4
5
9
7
4
5
7
10
5
4
8
4
4
6
5




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 & 0 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=261471&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=261471&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261471&T=0

As an alternative you can also use a 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'George Udny Yule' @ yule.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = 2.5267, z = 9.2898, p-value < 2.2e-16
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.5721, z = 9.5176, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2054.638, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.7078142

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 2.5267, z = 9.2898, p-value < 2.2e-16
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.5721, z = 9.5176, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2054.638, p-value < 2.2e-16
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7078142
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=261471&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 2.5267, z = 9.2898, p-value < 2.2e-16
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.5721, z = 9.5176, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2054.638, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7078142
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=261471&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261471&T=1

As an alternative you can also use a 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 = 2.5267, z = 9.2898, p-value < 2.2e-16
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.5721, z = 9.5176, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2054.638, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.7078142



Parameters (Session):
par1 = 2 ; par2 = 1 ;
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')