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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Wed, 10 Dec 2014 16:38:38 +0000

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/2014/Dec/10/t1418229570gek10v33tzhk9gz.htm/, Retrieved Sun, 19 May 2024 15:21:12 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=265486, Retrieved Sun, 19 May 2024 15:21:12 +0000

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-       [Skewness and Kurtosis Test] [] [2014-12-10 16:38:38] [f8081e57f48fffedb891dd68b4ffae29] [Current]

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-0,783871
-0,157956
-5,64434
-6,21476
-0,418425
1,82045
0,320448
-1,91843
-4,64134
-1,51476
-6,59251
-2,30181
-0,979552
-6,65364
-1,61044
-1,03636
-3,71843
-3,36228
-2,96228
-6,48453
0,876598
-2,13204
0,846363
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3,12477
0,442044
-3,08387
-1,42772
-4,67523
-1,37889
-3,97091
-3,28387
-2,15364
-2,71843
-2,58387
-0,275233
-3,67091
-1,16228
-7,04068
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-1,75298
-1,27457
-5,01044
-0,29251
-0,640679
-1,31476
-6,30115
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-0,888191
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-2,81476
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1,34204
-5,02706
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2,93772
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-3,91843
-1,87523
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-1,64434
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1,61613
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-2,41908
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-2,07523
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0,361809
5,45068
1,755
-2,37955
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1,05566
1,52909
3,25683
1,76613
1,80317
-0,494999
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4,41796
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2,30932
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3,34885
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0,620448
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6,00383
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0,166129
-0,803637
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1,83524
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3,20998
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0,603171
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-3,08204
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3,61613
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-4,83636

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	'Sir Maurice George Kendall' @ kendall.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 & 0 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265486&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]0 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265486&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265486&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	'Sir Maurice George Kendall' @ kendall.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.1701, z = -0.7772, p-value = 0.437 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.5887, z = -1.5936, p-value = 0.111 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.3001, p-value = 0.192 alternative hypothesis: greater
> geary [1] 0.8046923

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.1701, z = -0.7772, p-value = 0.437
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.5887, z = -1.5936, p-value = 0.111
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3001, p-value = 0.192
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8046923
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265486&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.1701, z = -0.7772, p-value = 0.437
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.5887, z = -1.5936, p-value = 0.111
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.3001, p-value = 0.192
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8046923
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265486&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265486&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 = -0.1701, z = -0.7772, p-value = 0.437 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.5887, z = -1.5936, p-value = 0.111 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.3001, p-value = 0.192 alternative hypothesis: greater
> geary [1] 0.8046923

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')

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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code