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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Mon, 17 Dec 2012 09:18:09 -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/17/t1355753909vg9s7mzi7clvpsd.htm/, Retrieved Wed, 24 Apr 2024 08:42:25 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=200941, Retrieved Wed, 24 Apr 2024 08:42:25 +0000

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Original text written by user:

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No (this computation is public)

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Estimated Impact

154

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

-       [Skewness and Kurtosis Test] [] [2012-12-17 14:18:09] [d76b387543b13b5e3afd8ff9e5fdc89f] [Current]

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0.00509986101484714
-0.367556066315499
-0.0537354466224309
-0.166704772282988
-0.126300049308617
0.327023686536905
0.692054233801963
-0.417564341193504
-0.232739197967506
0.158028515484774
0.141962601907719
0.0977015093305773
0.178499162542409
0.354710779485382
-0.354746935306964
0.0473075914423155
0.12548482811567
0.049678532976494
0.399090003338055
-0.246526990945034
0.21685291463498
-0.219593868435001
0.0652702639292979
-0.0665262770468571
0.308815292012484
-0.424601314868768
0.145355814680874
-0.0441183515794435
-0.221659463846152
0.122084195491148
0.0536801423020546
0.148492555999408
0.24474869125267
0.278323125606182
-0.309036135905256
0.264314084072332
0.17628378438955
0.241921702176668
-0.0565203845695072
0.238898007832185
0.108691572225452
0.343634820779181
0.0945164374426331
0.286201922339716
0.169943261563564
0.0957444165846209
-0.0751006897446516
0.135229078535882
0.636783916469131
0.143957130800366
-0.0621808412835195
-0.179444688104042
-0.0242396923945499
-0.0669552206506127
0.122304332221848
0.122161018305001
0.0441032730401381
0.193670631917222
-0.00500574026816254
-0.0808552739975925
0.0558677003038862
-0.250407187862639
0.193849819804146
0.414954798600835
-0.461344114086046
0.155266476855029
0.119974629604623
-0.0358831783828276
0.33240331269403
0.13904839615431
0.0356716080180407
-0.130743874142015
0.203701793870735
-0.332119742643951
0.2858057337555
-0.00330579177147433
0.05277378155592

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	'Sir Ronald Aylmer Fisher' @ fisher.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 & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=200941&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]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=200941&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=200941&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	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.0928, z = -0.2363, p-value = 0.8132 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.2787, z = 0.8523, p-value = 0.3941 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 0.3596, p-value = 0.8354 alternative hypothesis: greater
> geary [1] 0.7760086

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0928, z = -0.2363, p-value = 0.8132
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2787, z = 0.8523, p-value = 0.3941
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 0.3596, p-value = 0.8354
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.7760086
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=200941&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0928, z = -0.2363, p-value = 0.8132
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.2787, z = 0.8523, p-value = 0.3941
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 0.3596, p-value = 0.8354
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.7760086
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=200941&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=200941&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 = -0.0928, z = -0.2363, p-value = 0.8132 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.2787, z = 0.8523, p-value = 0.3941 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 0.3596, p-value = 0.8354 alternative hypothesis: greater
> geary [1] 0.7760086

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