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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Fri, 23 Dec 2011 12:27:41 -0500

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/23/t1324661328qfgffzmbycc9l8i.htm/, Retrieved Mon, 29 Apr 2024 20:21:03 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=160603, Retrieved Mon, 29 Apr 2024 20:21:03 +0000

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Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Skewness and Kurtosis Test] [] [2011-12-23 17:27:41] [1e640daebbc6b5a89eef23229b5a56d5] [Current]

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-1.71964596035101
0.822066609489707
0.822016161855761
-8.41530149006476
0.711435164757617
1.17077830541507
-9.24556126518852
4.97730524492738
4.60681025461727
8.42686169946119
0.363623350308526
-7.06790088738915
-9.21954727728087
0.174927739932381
2.36549008666272
-2.63845786442242
0.982928660571597
-3.1093251517507
-2.2845220637916
-5.73314117656315
-1.23167914756939
-8.35008697747145
0.492030545097708
0.288039044622023
-2.99932113302192
-0.892716876114649
-3.52650178290119
2.50356903312068
5.61078989876994
-3.51957172701002
-7.21361054896994
-3.18912738475798
-3.7642581695078
-16.376929468198
-3.62096719881165
-8.6493357450096
5.45107206583389
-7.21703431180061
-8.59677405961297
1.45282887254659
-9.26758202403959
-12.9573314586746
6.08481763785683
3.18291407229485
-18.3568156264994
6.98732725605025
5.27477702341482
5.57051682253234
-0.112455408855988
-2.42579336617251
-2.47488640667639
3.18198737382309
-9.16279355045819
12.2775996212557
-3.44586162501187
-5.75040170536047
-1.9356778395869

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=160603&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=160603&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=160603&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	1 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.3177, z = -0.7000, p-value = 0.4839 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1858, z = 0.6958, p-value = 0.4866 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.0409, p-value = 0.5942 alternative hypothesis: greater
> geary [1] 0.7859181

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.3177, z = -0.7000, p-value = 0.4839
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.1858, z = 0.6958, p-value = 0.4866
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.0409, p-value = 0.5942
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.7859181
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=160603&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -0.3177, z = -0.7000, p-value = 0.4839
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.1858, z = 0.6958, p-value = 0.4866
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 1.0409, p-value = 0.5942
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.7859181
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=160603&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=160603&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 = -0.3177, z = -0.7000, p-value = 0.4839 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1858, z = 0.6958, p-value = 0.4866 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.0409, p-value = 0.5942 alternative hypothesis: greater
> geary [1] 0.7859181

Parameters (Session):

par1 = FALSE ; par2 = 1 ; par3 = 1 ; par4 = 1 ; par5 = 12 ; par6 = 3 ; par7 = 1 ; par8 = 1 ; par9 = 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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Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code