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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, 15 Dec 2011 11:41:43 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/15/t1323967322yisnlr7kh6v16wp.htm/, Retrieved Thu, 09 May 2024 02:19:20 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=155562, Retrieved Thu, 09 May 2024 02:19:20 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact87
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Recursive Partitioning (Regression Trees)] [] [2010-12-05 19:35:21] [b98453cac15ba1066b407e146608df68]
- RMPD    [Skewness and Kurtosis Test] [Skewness 4] [2011-12-15 16:41:43] [614dd89c388120cee0dd25886939832b] [Current]
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Dataseries X:
18
17
0
22
30
31
19
25
30
26
20
25
15
22
16
19
28
12
28
13
14
27
25
30
21
17
22
28
26
17
23
20
11
20
21
0
27
14
29
31
19
30
23
21
22
21
32
19
26
25
22
19
24
26
27
10
26
23
21
34
29
19
19
23
22
29
31
21
21
21
15
9
23
18
31
25
24
22
21
26
22
26
20
25
19
22
25
22
21
20
23
22
21
12
9
32
24
1
24
25
4
15
21
23
12
16
24
9
0
23
17
18
21
17
0
0
20
26
26
20
1
24
14
26
12
2
16
22
28
2
0
17
1
17
0
4
0
25
26
0
0
15
20
19




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'AstonUniversity' @ aston.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 & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155562&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]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155562&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155562&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'AstonUniversity' @ aston.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.9628, z = -2.8137, p-value = 0.004897
alternative hypothesis: data have a skewness 
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2965, z = 0.9588, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3 
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 22.7773, p-value = 1.132e-05
alternative hypothesis: greater 
> geary
[1] 0.7609014

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.9628, z = -2.8137, p-value = 0.004897
alternative hypothesis: data have a skewness 
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2965, z = 0.9588, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3 
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 22.7773, p-value = 1.132e-05
alternative hypothesis: greater 
\tabularnewline
> geary
[1] 0.7609014
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=155562&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.9628, z = -2.8137, p-value = 0.004897
alternative hypothesis: data have a skewness 
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2965, z = 0.9588, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 22.7773, p-value = 1.132e-05
alternative hypothesis: greater 
[/C][/ROW] [ROW][C]
> geary
[1] 0.7609014
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=155562&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155562&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 = -0.9628, z = -2.8137, p-value = 0.004897
alternative hypothesis: data have a skewness 
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2965, z = 0.9588, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3 
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 22.7773, p-value = 1.132e-05
alternative hypothesis: greater 
> geary
[1] 0.7609014



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')