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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 14:34:53 +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/t141735809888jevjybumvqbfe.htm/, Retrieved Sun, 19 May 2024 13:00:11 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=261476, Retrieved Sun, 19 May 2024 13:00:11 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact98
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] [eee95947b6243a1febfcd5f41483d733]
- 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] [262ee009a9ad408213aaf69cd2b04529] [Current]
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Dataseries X:
20
25
19
18
24
20
20
24
21
28
10
22
19
27
23
24
24
25
24
21
28
28
22
26
26
21
26
23
20
24
25
24
20
23
24
25
23
21
23
21
18
24
18
21
23
25
22
22
23
24
25
22
24
21
24
25
23
27
27
23
18
20
23
24
26
20
23
22
23
17
20
22
18
19
19
16
24
26
14
25
23
18
22
26
25
26
26
24
22
21
22
28
22
26
20
24
21
23
23
23
22
23
21
27
23
26
27
27
23
23
23
28
24
20
23
22
15
27
23
23
20
18
22
20
21
25
19
25
24
22
28
22
21
23
19
21
25
23
28
14
23
24
25
15
23
26
21
26
15
23
15
16
20
20
20
21
28
19
21
22
27
20
17
26
21
24
21
25
22
17
14
23
28
24
22
24
25
21
22
16
18
27
17
25
24
21
21
19
27
28
19
23
25
26
25
25
24
24
24
22
21
17
23
17
25
19
8
14
22
25
28
25
24
15
25
24
28
24
25
23
26
26
22
25
20
22
26
20
26
26
21
21
24
21
18
23
26
23
25
20
25
26
19
21
23
24
6
22
21
28
24
14
17
20
28
19
24
21
21
26
24
26
25
23
24
24
26
23
20
16
24
20
23
23
18
21
25
23
26
26
24
23
21
23
20
23
24
23
16
18
28
26
21
20
21
26
15
16
21
25
22
19
24
24
23
22
27
22
24
26
26
28
20
23
24
23
26
20
20
12
21
28
24
24
24
22
26
23
10
27
24
26
18
22
24
16
23
21
28
19
18
27
17
20
24
24
20
24
25
25
26
25
26
14
19
23
25
23
19
23
24
21
21
24
23
22
21
23
25
17
27
28
24
27
22
23
24
24
26
21
23
18
25
24
27
20
25
23
25
24
23
19
25
28
26
24
25
28
23
15
18
24
27
25
24
26
19
23
21
22
23
23
20
20
25
28
19
21
21
25
18
22
21
21
25
20
22
27
23
25
28
25
24
27
19
24
22
23
21
21
20
26
28
23
19
23
18
21
28
22
28
20
23
25
16
23
18
22
21
19
20
27
27
20
26
25
23
24
27
28
26
27
23
28
22
23
27
18
22
23
25
14
21
26
28
22
24
28
24
26
18
19
26
26
12
24
26
23




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=261476&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=261476&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261476&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 time1 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.9493, z = -4.9585, p-value = 7.104e-07
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7026, z = 4.7013, p-value = 2.586e-06
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 134.9517, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.773009

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.9493, z = -4.9585, p-value = 7.104e-07
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7026, z = 4.7013, p-value = 2.586e-06
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 134.9517, p-value < 2.2e-16
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.773009
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=261476&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.9493, z = -4.9585, p-value = 7.104e-07
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7026, z = 4.7013, p-value = 2.586e-06
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 134.9517, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.773009
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=261476&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261476&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 = -0.9493, z = -4.9585, p-value = 7.104e-07
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7026, z = 4.7013, p-value = 2.586e-06
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 134.9517, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.773009



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')