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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 14:33:25 +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/t1417358013z0dil1h00pqzyr9.htm/, Retrieved Fri, 17 May 2024 07:04:43 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=261473, Retrieved Fri, 17 May 2024 07:04:43 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact73
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] [262ee009a9ad408213aaf69cd2b04529] [Current]
-                     [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:
12
20
20
14
25
15
20
21
15
28
11
22
22
27
24
23
24
21
20
19
25
16
24
21
22
25
23
20
21
22
25
23
19
27
21
19
25
16
24
24
18
28
15
17
18
26
18
22
19
17
26
21
26
21
12
20
20
24
24
22
21
20
23
19
24
21
16
17
23
20
19
18
18
21
20
17
20
25
15
17
17
24
21
22
18
22
20
21
21
20
18
25
23
21
20
21
20
22
15
24
22
21
17
23
22
23
16
18
25
18
14
20
19
18
22
21
14
5
25
21
11
20
9
15
23
21
9
24
16
20
15
18
22
21
21
21
20
24
15
24
18
24
24
15
19
20
26
26
18
23
13
16
19
22
21
11
23
18
19
15
8
15
21
25
14
21
18
18
12
24
17
20
24
22
15
22
26
17
23
19
21
23
19
18
16
23
13
18
23
21
23
16
17
20
18
20
19
26
9
23
9
13
27
22
12
18
6
17
22
22
23
19
20
17
18
24
20
18
23
27
25
24
12
16
16
24
23
24
24
26
19
28
23
21
19
23
23
20
18
20
28
21
25
18
24
28
9
22
26
28
18
23
22
15
24
12
12
20
25
24
23
18
20
22
20
25
28
25
14
16
24
13
19
18
16
8
27
23
20
20
26
23
24
21
15
22
25
23
16
26
25
23
24
26
20
24
14
28
25
21
19
22
22
21
17
21
23
16
15
24
25
23
19
24
14
20
23
12
22
18
21
23
22
28
20
22
24
19
9
23
23
22
20
23
24
17
19
17
23
19
24
15
22
25
27
23
16
24
22
27
28
23
25
21
22
25
25
19
24
21
18
17
17
26
8
25
22
20
22
17
24
20
19
26
13
20
26
21
24
23
16
24
18
21
17
19
22
23
27
22
22
25
26
22
25
23
8
24
14
17
21
21
25
18
20
25
20
24
22
16
20
21
22
15
21
25
16
28
22
19
17
23
28
19
24
16
19
19
12
16
15
17
23
21
20
19
20
20
23
22
20
24
21
23
22
21
26
16
28
24
28
14
16
22
18
23
18
22
13
20
24
24
25
23
24
22
24
24
24
25
27
27
14
21
17
23
25
20
21
24
27
12
26
22
24
24
20
22
23
22
21
13
21
20
18
19
25
24




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Sir Maurice George Kendall' @ kendall.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 & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=261473&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]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=261473&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261473&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'Sir Maurice George Kendall' @ kendall.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7472, z = -4.0945, p-value = 4.231e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5993, z = 2.3428, p-value = 0.01914
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 53.7935, p-value = 2.084e-12
alternative hypothesis: greater
> geary
[1] 0.7872429

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7472, z = -4.0945, p-value = 4.231e-05
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5993, z = 2.3428, p-value = 0.01914
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 53.7935, p-value = 2.084e-12
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7872429
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=261473&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7472, z = -4.0945, p-value = 4.231e-05
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5993, z = 2.3428, p-value = 0.01914
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 53.7935, p-value = 2.084e-12
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7872429
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=261473&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=261473&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 = -0.7472, z = -4.0945, p-value = 4.231e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5993, z = 2.3428, p-value = 0.01914
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 53.7935, p-value = 2.084e-12
alternative hypothesis: greater
> geary
[1] 0.7872429



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')