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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 computationThu, 07 Dec 2017 13:45:57 +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/Dec/07/t1512651017u0tue54un0563y8.htm/, Retrieved Wed, 15 May 2024 16:20:58 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=308705, Retrieved Wed, 15 May 2024 16:20:58 +0000
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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)
-       [Skewness and Kurtosis Test] [Skewness & Kurtos...] [2017-12-07 12:45:57] [0553ded3e3c4af9d05e2b3f12829db4c] [Current]
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Dataseries X:
22
38
31
38
29
35
30
30
40
42
36
33
33
40
41
33
30
34
25
39
28
35
28
39
25
35
32
34
25
31
40
32
28
32
34
31
31
28
35
30
27
31
30
33
31
38
31
36
32
36
31
37
34
32
37
40
22
21
24
34
23
27
30
27
27
32
31
26
27
28
32
32
39
23
25
39
34
36
36
41
37
31
39
40
34
38
39
34
33
34
33
21
43
34
42
39
35
33
33
44
33
34
36
34
35
34
36
40
31
38
34
35
25
32
34
38
37
38
36
33
32
36
38
36
27
31
42
38
34
28
30
28
30
25
39
26
32
40
35
26
35
38
28
33
34
29
26
14
40
35
36
39
40
22
24
25
26
35
38
33
37
31
39
28
36
31
32
36
31
28
28
26
32
33
38
28
35
37
31
34
30
29
34
30
31
41
39
34
33
26
27
31
30
34
35
33
31
35
27
33
36
36
31
32
36
35
36
31
35
36
38
28
28
36
38
37
30
33
33
34
36
36
36
36
39
35
38
19
37
36
34
30
39
37
37
32
37
29
37
30
33
28
34
29
32
33
27
26
39
29
41
43
31
33
34
29
30
27
29
33
32
33
35
36
25
36
31
37
35
32
37
37
38
32
28
25
28
30
32
31
28
39
43
31
34
34
39
32
32
32
31
38
31
35
39
32
36
33
34
45
27
42
32
28
27
29
35
39
39
33
42
33
28
30
29
29
35
33
34
29
32
34
35
40
34
28
31
33
36
30
36
32
43
36
42
27
36
25
31
31
36
37
33
31
32
31
33
36
36
35
31
35
28
34
31
44
36
34
36
28
32
36
38
43
26
33
35
25
16
38
27
40
29
27
26
29
26
27
39
38
37
32
33
39
39
36
33
35
36
36
41
36
39
32
36
43
28
30
34
35
38
40
34
34
39
26
30
34
34
30
35
36
34
45
35
35
36
37
33
35
37
35
29
35
30
36
34
36
39
40
41
40
37
37
40
34
32
38
35
28
31
43
37
34
40
38




Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308705&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]0 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=308705&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308705&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 time0 seconds
R ServerBig Analytics Cloud Computing Center







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.36472, z = -3.10200, p-value = 0.001922
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4471, z = 1.8008, p-value = 0.07173
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.603, p-value = 0.001112
alternative hypothesis: greater
> geary
[1] 0.7931621

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.36472, z = -3.10200, p-value = 0.001922
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4471, z = 1.8008, p-value = 0.07173
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.603, p-value = 0.001112
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7931621
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=308705&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.36472, z = -3.10200, p-value = 0.001922
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4471, z = 1.8008, p-value = 0.07173
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.603, p-value = 0.001112
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7931621
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=308705&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308705&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 = -0.36472, z = -3.10200, p-value = 0.001922
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4471, z = 1.8008, p-value = 0.07173
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.603, p-value = 0.001112
alternative hypothesis: greater
> geary
[1] 0.7931621



Parameters (Session):
par1 = pearson ;
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')