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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Thu, 15 Dec 2011 09:58:57 -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/15/t1323961156hnnx3msow7zgf8j.htm/, Retrieved Wed, 08 May 2024 18:35:32 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=155459, Retrieved Wed, 08 May 2024 18:35:32 +0000

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No (this computation is public)

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Estimated Impact

113

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

-     [ARIMA Backward Selection] [T4_6] [2011-12-06 19:31:11] [9e469a83342941fcd5c6dffbf184cd3a]
- RMPD    [Skewness and Kurtosis Test] [Paper statistiek ...] [2011-12-15 14:58:57] [5ae3d23a633522d14794d358c652ae9c] [Current]

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-3.2014569846526
-1.55315455950932
-0.0722317331242386
-0.0280596828305829
-0.00542331780697853
-4.70313880609304
13089092422184
2.21428761450643
-4.20502563347672
-1.13114960291358
0.501296720423439
-3.03527578225902
-0.306365385809782
-5.01324309399704
-2.07869558680923
-1.44036318070863
-1.13839974267797
-3.2795597117848
3.08528284216169
1.17587482246306
-0.233202128076704
-0.807571399213803
-1.3614018393472
-2.49066014785768
-0.856810559113752
-1.89534801647932
0.879263828829664
1.73061896413655
-0.252825204519245
-0.883804454644346
3.28806184231356
2.21529639854823
3.86988204553502
2.69982418308739
1.50557114924819
-2.57440609470318
1.96572346061782
1.93212185897389
3.01861890262945
1.64660641706278
1.29557546568583
1.89102583755904
0.59339362206332
1.52104612364455
15623621191971
5.48967234901376
1.86133299113856
1.29181735260041
0.873312767217694
-0.206442455777595
1.50093767039572
-3.16637847887263
-0.0777073178276536
-2.7884658197049
1.43157970550962
1.22827420108356
-0.408469911536534
0.871173698328936
-0.322493741599613
-0.889340346882734
-1.31549161108164
2.21516847079932
2.22470767661424
-4877247255213
-0.74068559831904
1.84361871744681
0.380949154273884
-3.30212481325979
-0.470768216844002

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 2 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155459&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]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155459&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155459&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	2 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 5.0977, z = 5.4930, p-value = 3.951e-08 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 30.3152, z = 6.4338, p-value = 1.245e-10 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2443.942, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.3249942

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = 5.0977, z = 5.4930, p-value = 3.951e-08
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 30.3152, z = 6.4338, p-value = 1.245e-10
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 2443.942, p-value < 2.2e-16
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.3249942
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155459&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = 5.0977, z = 5.4930, p-value = 3.951e-08
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 30.3152, z = 6.4338, p-value = 1.245e-10
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 2443.942, p-value < 2.2e-16
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.3249942
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155459&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155459&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 = 5.0977, z = 5.4930, p-value = 3.951e-08 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 30.3152, z = 6.4338, p-value = 1.245e-10 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2443.942, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.3249942

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