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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Thu, 29 Nov 2012 09:31:15 -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/Nov/29/t1354199553n4i3mg9102h2mo0.htm/, Retrieved Sat, 27 Apr 2024 21:41:27 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=194676, Retrieved Sat, 27 Apr 2024 21:41:27 +0000

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

-       [Skewness and Kurtosis Test] [S/K/N-test STSM] [2012-11-29 14:31:15] [64435dfec13c3cda39d1733fd4b6eb52] [Current]

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0,00
0,24
0,87
-0,70
-0,76
10930672251612,00
-0,08
0,29
-0,70
-0,78
-0,16
0,75
0,86
-0,62
0,01
0,91
-0,66
-0,46
0,58
-0,48
-161185243937049,00
0,33
1,00
0,70
-164197256209659,00
122700705507484,00
0,41
0,26
-0,66
0,30
0,45
-115332511220963,00
0,96
0,40
0,63
-159436054642384,00
-0,02
0,40
0,85
-0,08
12818210519783,00
-0,48
-133131801079985,00
-365487911756718,00
-0,55
-203132739035969,00
0,99
148547035898322,00
258600276209511,00
0,33
0,71
0,10
0,69
0,67
-216927188186462,00
0,87
-104761496502711,00
0,96
0,11
-100182149850508,00
0,46
-0,47
0,82
0,43
-20306648521777,00
0,39
0,46
0,28
-0,05
0,78
-0,10
0,32
-0,40
0,24
0,96
-0,19
-251701659938666,00
-0,06
0,96
-108361007055046,00
0,79
-0,02
0,90
-0,64

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=194676&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=194676&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=194676&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 = -1.3476, z = -2.8686, p-value = 0.004123 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 9.5909, z = 4.5668, p-value = 4.953e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 177.4642, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.5733139

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -1.3476, z = -2.8686, p-value = 0.004123
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 9.5909, z = 4.5668, p-value = 4.953e-06
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 177.4642, p-value < 2.2e-16
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.5733139
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=194676&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -1.3476, z = -2.8686, p-value = 0.004123
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 9.5909, z = 4.5668, p-value = 4.953e-06
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 177.4642, p-value < 2.2e-16
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.5733139
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=194676&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=194676&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 = -1.3476, z = -2.8686, p-value = 0.004123 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 9.5909, z = 4.5668, p-value = 4.953e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 177.4642, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.5733139

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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Figures (Output of Computation)

Input Parameters & R Code