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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 computationWed, 29 Nov 2017 17:11:58 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Nov/29/t1511971929tpnj9ga01rdsepm.htm/, Retrieved Sat, 18 May 2024 16:47:38 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=308334, Retrieved Sat, 18 May 2024 16:47:38 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact72
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [skewkurt peter ] [2017-11-29 16:11:58] [fda4350e119ddbaf0177fa3308cc9af4] [Current]
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Dataseries X:
14
21
20
20
20
18
18
17
15
18
16
17
19
21
15
21
16
18
18
17
18
16
15
15
19
14
19
19
15
17
21
13
12
15
19
19
14
18
11
17
18
13
12
17
20
16
22
16
23
20
23
13
18
18
17
17
18
21
13
19
16
17
18
18
12
19
16
20
21
18
13
17
20
21
19
15
14
15
16
19
17
17
15
19
21
19
18
18
15
19
19
18
20
18
12
15
17
15
17
20
11
14
14
12
19
22
16
15
15
18
12
17
10
10
18
16
22
12
10
20
20
19
10
13
15
19
17
15
12
14
13
15
20
12
16
15
17
15
12
17
11
16
16
15
17
7
14
21
20
15
13
20
15
16
19
16
19
17
19
14
16
16
14
11
17
20
20
17
13
20
17
16
19
20
17
14
20
19
18
17
17
10
12
19
19
21
21
17
19
21
15
14
15
13
14
14
19
17
19
18
21
12
15
19
16
19
16
18
18
15
15
11
18
13
9
21
19
13
15
18
16
10
12
18
17
15
16
19
15
24
15
14
16
16
20
20
20
20
14
22
16
9
14
11
23
10
10
8
21
18
15
20
17
5
14
19
15
12
10
11
15
15
20
20
20
19
16
21
22
17
21
19
23
21
22
11
20
18
16
18
13
17
20
20
15
18
15
19
19
19
20
20
16
18
17
18
13
20
21
17
19
20
15
15
19
18
22
20
18
14
15
17
16
17
15
17
18
16
18
22
16
16
20
18
16
16
20
21
18
15
18
18
20
18
16
19
20
22
18
8
13
13
18
12
16
21
20
18
22
23
23
21
16
14
18
22
20
18
12
17
15
18
18
15
16
15
16
19
19
23
20
18
21
19
18
19
17
21
19
24
12
15
18
19
22
19
16
19
18
18
19
21
19
22
23
17
18
19
15
14
18
17
19
16
14
20
16
18
16
21
16
14
16
19
19
19
18
16
14
19
11
18
18
16
20
18
20
16
18
19
19
15
17
21
24
16
13
21
16
17
17
18
18
23
20
20




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=308334&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=308334&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308334&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 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 = -0.51905, z = -4.29730, p-value = 1.729e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.2897, z = 1.2922, p-value = 0.1963
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.587, p-value = 2.054e-05
alternative hypothesis: greater
> geary
[1] 0.7960958

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.51905, z = -4.29730, p-value = 1.729e-05
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.2897, z = 1.2922, p-value = 0.1963
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.587, p-value = 2.054e-05
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7960958
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=308334&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.51905, z = -4.29730, p-value = 1.729e-05
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.2897, z = 1.2922, p-value = 0.1963
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.587, p-value = 2.054e-05
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7960958
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=308334&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308334&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 = -0.51905, z = -4.29730, p-value = 1.729e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.2897, z = 1.2922, p-value = 0.1963
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.587, p-value = 2.054e-05
alternative hypothesis: greater
> geary
[1] 0.7960958



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('
',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')