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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Mon, 18 Dec 2017 13:58:15 +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/18/t1513602081bc7sgyarxbp2v44.htm/, Retrieved Tue, 14 May 2024 05:05:38 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310158, Retrieved Tue, 14 May 2024 05:05:38 +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] [] [2017-12-18 12:58:15] [37d4e299f63d60aeb1b8f01e350555e9] [Current]

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19.5609352721211
-17.9907650278788
1.36962555212125
-1.45031117787879
-9.12492701787878
19.4141444721212
-26.4205536878788
-34.7986574578788
-31.1389763478788
25.0124927221212
50.1439584821212
-34.3362651778788
-17.2161253178788
-4.11206182787878
17.2519720221212
142.658881982121
86.2908598821212
18.9225874221212
-10.6266193478788
-16.0537776278788
-23.5684072078788
-22.4510973778788
12.7468816321212
28.1603161821212
-30.9753914278788
-35.5681796778788
-18.6096329078788
18.9029111121212
-28.0234825488889
-18.5168412488889
-8.387414786
-3.54499722500001
-24.7821817278788
3.54499722499999
-2.58983550833333
7.68390595142857
23.8587824811111
-5.22383332857143
1.30542957111111
-4.989557826
3.178323874
-20.6991641178788
-15.0498194978788
-35.0776426178788
-9.27748007857143
-3.46283239599999
10.8110043914286
40.8349069511111
16.7529813011111
-1.78625263857143
9.67264733142857
0.924992691666672
-1.51530149833333
-21.4010679988889
6.58463507166667
7.61276443166667
13.661481134
-10.3850101578788
-11.0172551883333
-21.4898451388889
-11.8799916285714
6.67913663111111

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=310158&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=310158&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310158&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 = 2.3822, z = 5.5546, p-value = 2.782e-08 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 11.8400, z = 4.6635, p-value = 3.109e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 260.54, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.6691741

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 2.3822, z = 5.5546, p-value = 2.782e-08
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.8400, z = 4.6635, p-value = 3.109e-06
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 260.54, p-value < 2.2e-16
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.6691741
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310158&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 2.3822, z = 5.5546, p-value = 2.782e-08
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 11.8400, z = 4.6635, p-value = 3.109e-06
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 260.54, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.6691741
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310158&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310158&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 = 2.3822, z = 5.5546, p-value = 2.782e-08 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 11.8400, z = 4.6635, p-value = 3.109e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 260.54, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.6691741

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