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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Sun, 17 Dec 2017 17:07:25 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/17/t1513527697c1261bh0rmranby.htm/, Retrieved Wed, 15 May 2024 14:49:34 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310019, Retrieved Wed, 15 May 2024 14:49:34 +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] [] [2017-12-17 16:07:25] [867b6df3e80c046baffd373216517d1f] [Current]

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3.44988078068737
4.50641869456478
3.50641869456472
2.50641869456474
2.50641869456474
4.51901463168652
4.50641869456474
-1.55011921931281
1.44988078068719
1.50641869456473
1.51901463168652
0.462476717808973
0.519014631686516
2.44988078068719
0.449880780687192
3.51901463168652
1.44988078068719
3.51901463168652
4.51901463168652
1.44988078068719
2.50641869456474
-4.55011921931281
4.44988078068719
2.50641869456474
1.46247671780897
-1.48098536831348
2.50641869456474
0.449880780687192
1.44988078068719
0.449880780687192
2.51901463168652
0.449880780687192
-1.49358130543527
4.50641869456474
0.506418694564735
-0.480985368313484
-2.53752328219103
1.51901463168652
-0.537523282191027
0.519014631686516
3.46247671780897
1.44988078068719
-2.48098536831348
1.44988078068719
1.44988078068719
-6.49358130543526
1.50641869456473
-2.49358130543526
-1.49358130543527
1.50641869456473
1.50641869456473
-5.53752328219103
0.449880780687192
1.46247671780897
1.51901463168652
1.51901463168652
3.44988078068719
3.51901463168652
-4.55011921931281
5.44988078068719
-0.493581305435265
-0.493581305435265
0.506418694564735
4.50641869456474
-1.53752328219103
2.50641869456474
1.50641869456473
2.50641869456474
0.506418694564735
-3.49358130543526
-6.48098536831348
2.44988078068719
5.51901463168652
5.50641869456474
-0.550119219312808
-3.49358130543526
1.44988078068719
0.506418694564735
-0.493581305435265
2.44988078068719
1.44988078068719
0.506418694564735
2.44988078068719
5.46247671780897
5.50641869456474
-0.480985368313484
2.44988078068719
0.449880780687192
-2.55011921931281
1.50641869456473
1.50641869456473
0.506418694564735
1.50641869456473
-1.53752328219103
-0.550119219312808
-2.55011921931281
6.46247671780897
-2.53752328219103
0.449880780687192
1.50641869456473
0.506418694564735
-0.550119219312808
1.44988078068719
-0.550119219312808
2.50641869456474
3.50641869456474
0.449880780687192
-1.49358130543527
-2.49358130543526
3.44988078068719
-8.48098536831349
-5.48098536831348
0.519014631686516
0.519014631686516

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=310019&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=310019&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310019&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 = -0.73607, z = -3.09470, p-value = 0.00197 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.9491, z = 1.9146, p-value = 0.05555 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 14.573, p-value = 0.0006848 alternative hypothesis: greater
> geary [1] 0.7504851

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.73607, z = -3.09470, p-value = 0.00197
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9491, z = 1.9146, p-value = 0.05555
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 14.573, p-value = 0.0006848
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7504851
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310019&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.73607, z = -3.09470, p-value = 0.00197
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.9491, z = 1.9146, p-value = 0.05555
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 14.573, p-value = 0.0006848
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7504851
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310019&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310019&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 = -0.73607, z = -3.09470, p-value = 0.00197 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.9491, z = 1.9146, p-value = 0.05555 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 14.573, p-value = 0.0006848 alternative hypothesis: greater
> geary [1] 0.7504851

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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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code