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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, 07 Dec 2012 17:53:48 -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/2012/Dec/07/t1354920878fv3rd6l059g9a9a.htm/, Retrieved Thu, 31 Oct 2024 22:48:00 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=197514, Retrieved Thu, 31 Oct 2024 22:48:00 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

154

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

-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP   [(Partial) Autocorrelation Function] [Unemployment] [2010-11-29 09:05:21] [b98453cac15ba1066b407e146608df68]
- R  D    [(Partial) Autocorrelation Function] [Workshop 9: Autoc...] [2012-11-30 18:01:56] [7bed0d115000febeef05f886574a3dac]
-   P       [(Partial) Autocorrelation Function] [Workshop 9: Autoc...] [2012-12-01 14:17:47] [7bed0d115000febeef05f886574a3dac]
-   P         [(Partial) Autocorrelation Function] [Workshop 9: Autoc...] [2012-12-01 14:32:59] [7bed0d115000febeef05f886574a3dac]
- RMPD            [Skewness and Kurtosis Test] [Workshop 9: Skewn...] [2012-12-07 22:53:48] [02d90269174925f788b5f8bc5e12639b] [Current]

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0.0369999745003413
-5.9623186537317
13.199750510756
-4.38134104653015
-8.55664024772041
11.1858500834747
43.1600828172584
-18.0555098078549
-1.03390376859901
-21.480207773057
12.9526883745974
92.7450087068449
-7.62959923006792
-36.3793071886167
6.34670392141556
5.4438142475064
11.2068476762212
-9.34880084666512
70.7983973254214
-21.4398345761841
19.3537016552739
-24.3407859893616
-47.8930389401323
-5.23120399526416
15.0447379573563
2.66174086946239
-18.5463802136914
24.2312685058628
-22.3926123716306
30.8921837808626
10.2858183676532
-17.6363037027495
-6.4130297615578
-14.0694124848462
-34.2139388425848
23.3594254521777
7.01011297221759
-10.153611430772
-14.8280599663193
13.537714424612
10.981865403099
33.2311335292979
-13.6424737570068
35.0456012872994
2.68076271897523
-6.2039576547908
-1.91546067977486
21.6997226809524
31.3300726113285
-6.0290002401709
-20.550957597228
-7.38401440956276
-22.453555756565
-42.9605320118509
-26.5894843205177
-29.8859887428515
-4.97592443186665
-14.2340692287293
-2.3967562794556
15.7192136412636
-23.9426635182183
-4.34641981100157
-14.9522778744557
-5.27697234321827
1.41659439929679
-13.9195439755118
-3.38446142046753
-4.40427257572364
-1.7286971613264
0.550474509876316
-8.22986146756033
3.80177197561401
10.3746038348396
-6.47719720961919
-8.27547947953864
-4.31240532620612
-1.49329925845406
-4.95561884498003
-0.0399352246639766
-6.47575127776272

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	'Herman Ole Andreas Wold' @ wold.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 & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=197514&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]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=197514&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=197514&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	'Herman Ole Andreas Wold' @ wold.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 1.3270, z = 2.7821, p-value = 0.005401 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 6.9997, z = 3.7171, p-value = 0.0002015 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 76.8057, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.6990464

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = 1.3270, z = 2.7821, p-value = 0.005401
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 6.9997, z = 3.7171, p-value = 0.0002015
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 76.8057, p-value < 2.2e-16
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.6990464
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=197514&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = 1.3270, z = 2.7821, p-value = 0.005401
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 6.9997, z = 3.7171, p-value = 0.0002015
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 76.8057, p-value < 2.2e-16
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.6990464
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=197514&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=197514&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 = 1.3270, z = 2.7821, p-value = 0.005401 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 6.9997, z = 3.7171, p-value = 0.0002015 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 76.8057, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.6990464

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code