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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 11:49:03 +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/t1417348149v18b4xv6re6ors4.htm/, Retrieved Fri, 17 May 2024 07:03:34 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=261362, Retrieved Fri, 17 May 2024 07:03:34 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact111
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Maximum-likelihood Fitting - Normal Distribution] [Intrinsic Motivat...] [2010-10-12 11:57:21] [b98453cac15ba1066b407e146608df68]
- RMP   [Maximum-likelihood Fitting - Normal Distribution] [] [2014-10-14 18:01:50] [32b17a345b130fdf5cc88718ed94a974]
- RM D      [Skewness and Kurtosis Test] [] [2014-11-30 11:49:03] [262ee009a9ad408213aaf69cd2b04529] [Current]
- R PD        [Skewness and Kurtosis Test] [] [2014-11-30 13:39:28] [eee95947b6243a1febfcd5f41483d733]
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Dataseries X:
8
18
18
12
24
16
19
16
15
28
21
18
22
19
22
25
20
16
19
18
26
24
20
19
19
23
18
16
18
21
20
15
19
27
19
7
20
20
19
19
20
18
14
17
17
8
9
22
20
20
22
22
22
16
14
24
21
20
20
18
14
19
24
19
16
16
16
14
22
21
15
14
15
14
20
21
17
14
19
16
13
26
13
18
15
18
21
17
18
20
18
25
20
19
18
12
22
16
18
23
20
20
16
22
19
23
6
19
24
19
15
18
18
22
23
18
17
6
22
20
16
16
17
20
23
18
13
22
20
20
13
16
25
16
15
19
19
24
9
22
15
22
22
24
12
21
25
26
19
21
14
28
16
21
16
16
25
21
22
9
20
19
24
22
22
12
17
18
10
22
24
18
18
23
21
21
28
17
21
21
20
18
17
7
17
14
18
14
23
20
14
17
21
23
24
21
14
24
16
21
8
17
18
17
16
22
17
21
20
20
19
8
19
11
15
13
18
19
23
20
22
19
16
11
11
21
14
21
20
21
20
19
19
18
20
21
22
19
23
16
23
18
23
20
20
23
13
21
26
18
19
18
19
18
19
13
10
21
24
21
23
18
11
16
20
20
26
21
12
15
18
14
18
16
19
7
21
24
21
20
22
17
19
20
16
20
16
19
19
24
7
17
23
23
21
18
4
27
18
20
15
19
14
14
18
17
20
16
16
11
21
10
18
18
21
16
15
17
15
12
20
20
18
21
22
21
25
12
22
24
17
20
20
19
24
18
15
25
27
17
18
17
24
18
27
18
23
18
21
25
18
19
20
11
22
24
23
16
24
16
16
18
17
21
15
15
19
21
19
19
18
14
17
25
14
19
20
20
20
19
18
22
18
22
19
20
22
22
24
18
21
22
19
18
24
21
21
20
17
20
22
24
24
20
19
20
16
21
22
19
19
13
22
20
21
21
15
23
22
15
20
23
21
18
23
16
18
18
10
17
20
13
25
18
20
18
19
11
17
22
21
19
20
21
22
20
21
15
22
21
28
20
20
23
18
15
19
21
19
16
17
26
20
13
19
21
21
24
23
20
23
24
8
19
18
20
21
16
17
21
27
12
17
17
18
24
18
18
24
18
19
19
24
15
22
17
20
22




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=261362&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]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=261362&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261362&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'Herman Ole Andreas Wold' @ wold.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.6455, z = -3.6186, p-value = 0.0002961
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9270, z = 3.1971, p-value = 0.001388
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 52.4163, p-value = 4.149e-12
alternative hypothesis: greater
> geary
[1] 0.7586901

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.6455, z = -3.6186, p-value = 0.0002961
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9270, z = 3.1971, p-value = 0.001388
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 52.4163, p-value = 4.149e-12
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7586901
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=261362&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.6455, z = -3.6186, p-value = 0.0002961
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9270, z = 3.1971, p-value = 0.001388
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 52.4163, p-value = 4.149e-12
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7586901
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=261362&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261362&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 = -0.6455, z = -3.6186, p-value = 0.0002961
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9270, z = 3.1971, p-value = 0.001388
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 52.4163, p-value = 4.149e-12
alternative hypothesis: greater
> geary
[1] 0.7586901



Parameters (Session):
par1 = 2 ; par2 = 0 ;
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')