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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Wed, 07 Dec 2016 19:44:45 +0100

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2016/Dec/07/t14811363006cv1qojlv5phw4i.htm/, Retrieved Tue, 07 May 2024 08:34:37 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=298292, Retrieved Tue, 07 May 2024 08:34:37 +0000

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-       [Skewness and Kurtosis Test] [N830] [2016-12-07 18:44:45] [85f5800284aab30c091766186b093bb4] [Current]

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0.00723633314239409 
0.00526148350633816 
0.032297276963504 
0.0438493712369061 
0.0406193149478766 
0.0225399256792365 
0.0429050485636863 
-0.0652636134357437 
0.0667612429822045 
-0.0230935494225914 
0.123984742434245 
-0.0161838864929552 
0.0481525953811686 
0.061584323346605 
-0.0553711019502459 
0.0162828132943874 
0.149215740428984 
0.0122889345666841 
-0.0601851570696218 
-0.0960878345863387 
0.0533290579404104 
0.00186353976031847 
0.0146520792014924 
0.00408386391004033 
0.0618679442222754 
-0.0451005090675352 
-0.0839348576295127 
0.149432899514918 
-0.0693510793466955 
-0.0265099690976529 
0.0026560023164063 
0.0035332991044759 
0.0489459105309277 
0.0110512572857078 
0.0390935492208456 
-0.11041873165271

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 seconds
R Server	Big 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=298292&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=298292&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298292&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 Output	view raw output of R engine
Computing time	0 seconds
R Server	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 0.19050, z = 0.53328, p-value = 0.5938 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.07930, z = 0.59078, p-value = 0.5547 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 0.22717, p-value = 0.8926 alternative hypothesis: greater
> geary [1] 0.7539454

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.19050, z = 0.53328, p-value = 0.5938
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.07930, z = 0.59078, p-value = 0.5547
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 0.22717, p-value = 0.8926
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7539454
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=298292&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 0.19050, z = 0.53328, p-value = 0.5938
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.07930, z = 0.59078, p-value = 0.5547
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 0.22717, p-value = 0.8926
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7539454
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=298292&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298292&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 = 0.19050, z = 0.53328, p-value = 0.5938 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.07930, z = 0.59078, p-value = 0.5547 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 0.22717, p-value = 0.8926 alternative hypothesis: greater
> geary [1] 0.7539454

Parameters (Session):

par1 = -1.0 ; par2 = 1 ; par3 = 0 ; par4 = 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')

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Input Parameters & R Code