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Author

*The author of this computation has been verified*

R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Fri, 23 Dec 2011 07:49:56 -0500

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/2011/Dec/23/t1324644602t9n5s6z3jop0hse.htm/, Retrieved Mon, 29 Apr 2024 19:25:25 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=160359, Retrieved Mon, 29 Apr 2024 19:25:25 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

103

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 12:49:56] [aedc5b8e4f26bdca34b1a0cf88d6dfa2] [Current]

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Dataseries X:

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-0.0416999999999998
-0.0309999999999999
-0.00109999999999966
0.00980000000000003
0.00950000000000006
-0.0122999999999998
0.000900000000000123
0.0239000000000003
0.0468
0.0384000000000002
-0.0321999999999998
-0.0138
0.0154000000000003
-0.0295999999999998
-0.0276999999999998
-0.0562
-0.0160999999999998
0.0222000000000002
-0.00689999999999991
-0.0273999999999999
-0.0261999999999998
0.00370000000000004
0.0214000000000001
-0.0197999999999998
0.00490000000000013
0.0218000000000003
0.0466
-0.0152999999999999
0.000100000000000211
0.00940000000000007
-0.0116999999999998
-0.0148999999999997
0.0237000000000001
0.0299
-0.0246999999999997
0.00419999999999998
0.0135000000000003
0.0241
-0.0037999999999998
-0.0124999999999997
0.0264
-0.0126999999999997
0.0241
0.0298000000000003
0.0424
-0.0146999999999997
0.0115000000000001
-0.000299999999999745
0.0746
0.0190000000000001
-0.0225999999999997
-0.00370000000000004
0.0184000000000002
-0.0827999999999998
-0.0637999999999999
-0.1081
-0.0622999999999998
0.0684
-0.0242999999999998
-0.0487
0.0232000000000001
0.0107000000000002
0.0427000000000002
0.0333000000000001
0.00390000000000024
0.0147000000000002
0.0261
0.0221000000000002
0.00650000000000017
-0.0332999999999999
-0.0374999999999999
-0.0618999999999998
-0.0149999999999999
-0.0195999999999998
-0.0874
-0.0389999999999997
0.0529
0.00910000000000033
0.014
0.0798000000000001
-0.0269999999999997
-0.0473999999999999
0.0107000000000002
0.0256000000000001
0.0317000000000001
0.0410000000000001
-0.0125999999999997
0.000600000000000156
-0.0157
0.00460000000000016
-0.0605999999999998
-0.00969999999999982
-0.0183

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	'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 & 0 seconds \tabularnewline
R Server & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=160359&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]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=160359&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=160359&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	'AstonUniversity' @ aston.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.3704, z = -1.0008, p-value = 0.3169 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.5071, z = 1.2316, p-value = 0.2181 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.1235, p-value = 0.2098 alternative hypothesis: greater
> geary [1] 0.7852505

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.3704, z = -1.0008, p-value = 0.3169
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.5071, z = 1.2316, p-value = 0.2181
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 3.1235, p-value = 0.2098
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.7852505
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=160359&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -0.3704, z = -1.0008, p-value = 0.3169
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.5071, z = 1.2316, p-value = 0.2181
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 3.1235, p-value = 0.2098
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.7852505
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=160359&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=160359&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 = -0.3704, z = -1.0008, p-value = 0.3169 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.5071, z = 1.2316, p-value = 0.2181 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.1235, p-value = 0.2098 alternative hypothesis: greater
> geary [1] 0.7852505

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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Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code