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Author

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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Tue, 12 Dec 2017 16:30:09 +0100

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/2017/Dec/12/t1513092700xwvzf9yy9kvetzr.htm/, Retrieved Wed, 15 May 2024 20:14:10 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309135, Retrieved Wed, 15 May 2024 20:14:10 +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] [skewness and kurt...] [2017-12-12 15:30:09] [76161aa76684ab75eda7753df0aa1ca0] [Current]

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-1.6525714285714
0.987260504201673
0.487260504201684
-4.05257142857143
-1.59902521008403
5.10097478991597
4.60097478991597
-1.13885714285714
2.14742857142857
3.64742857142857
-2.19902521008403
-1.11273949579832
-0.699025210084036
-2.91273949579832
-0.31273949579832
3.98726050420168
-2.85257142857143
-2.65257142857143
-3.99902521008403
6.76114285714285
7.50097478991597
-0.112739495798321
0.700974789915969
-4.45257142857143
0.0872605042016816
2.48726050420168
2.28726050420168
-9.99902521008403
1.90097478991597
3.80097478991596
-6.69902521008403
1.20097478991597
3.24742857142857
0.687260504201679
-0.912739495798318
-1.05257142857143
-2.19902521008403
1.58726050420168
-1.09902521008403
0.64742857142857
-0.0127394957983198
-0.252571428571432
2.44742857142857
4.08726050420168
-6.99902521008403
5.16114285714285
-0.0990252100840348
-5.95257142857143
0.787260504201681
-1.31273949579832

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	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309135&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

0 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=309135&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309135&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	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.35068, z = -1.10670, p-value = 0.2684 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.39890, z = 0.99807, p-value = 0.3182 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.3563, p-value = 0.5076 alternative hypothesis: greater
> geary [1] 0.7611237

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.35068, z = -1.10670, p-value = 0.2684
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.39890, z = 0.99807, p-value = 0.3182
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.3563, p-value = 0.5076
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7611237
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309135&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.35068, z = -1.10670, p-value = 0.2684
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.39890, z = 0.99807, p-value = 0.3182
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.3563, p-value = 0.5076
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7611237
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309135&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309135&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 = -0.35068, z = -1.10670, p-value = 0.2684 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.39890, z = 0.99807, p-value = 0.3182 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.3563, p-value = 0.5076 alternative hypothesis: greater
> geary [1] 0.7611237

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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Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code