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Author

*The author of this computation has been verified*

R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Thu, 08 Dec 2016 13:18:06 +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/2016/Dec/08/t1481199511qxyzsnp13i214vf.htm/, Retrieved Sun, 28 Apr 2024 15:11:10 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=298344, Retrieved Sun, 28 Apr 2024 15:11:10 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

116

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

-       [Skewness and Kurtosis Test] [Skewness  and kur...] [2016-12-08 12:18:06] [673dd365cbcfe0c4e35658a2fe545652] [Current]

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-2.344
2.984
1.134
6.216
2.984
2.984
2.261
7.043
1.134
1.048
2.167
9.963
6.562
-1.702
7.043
1.511
6.562
-6.535
1.261
2.984
1.407
6.562
-2.957
1.048
-8.523
-1.166
-454
4.915
4.915
-1.918
-2.385
1.298
-3.813
-2.702
1.048
-2.957
-1.654
-1.296
2.742
-2.957
1.704
-1.833
3.839
-4.888
-2.957
7.043
4.552
-2.296
1.298
2.704
2.491
-4.702
-1.508
-2.509
-454
1.182
7.043
-4.032
1.492
6.562
6.562
5.487
-7.016
-3.21
2.38
-1.344
-1.296
9.546
-3.438
-3.438
-1.043
-2.702
2.491
-6.161
2.984
-1.594
-9.519
1.298
6.562
-5.296
7.043
1.917
1.048
4.742
1.704
2.048
-9.519
1.656
-1.983
1.674
1.704
8.974
1.656
-9.519
4.809
2.656
2.048
1.312
-2.509
-9.519
-1.688
-2.957
1.048
2.984
2.412
-5.085
4.915
2.609
-1.045
-4.888
-3.083
3.704
7.043
4.809
1.134
4.809
-1.451
-5.085
-1.739
6.562
-7.016
9.315
-8.663
4.915
7.043
-7.016
-8.663
-4.508
1.337
2.704
-2.952
-3.833
2.695
-5.085
3.656
1.704
-2.509
-1.702
1.337
-1.986
1.742
-1.508
3.384
-1.508
4.809
-2.688
4.809
2.984
2.644
-3.702
-5.085
1.298
-1.952
-7.391
2.298
-2.582
2.511
-1.233
-5.085
6.562
-1.881
4.915
-1.045
5.487

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=298344&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=298344&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298344&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 = -8.7871, z = -14.2690, p-value < 2.2e-16 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 78.8220, z = 9.4091, p-value < 2.2e-16 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 41396, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.2281225

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -8.7871, z = -14.2690, p-value < 2.2e-16
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 78.8220, z = 9.4091, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 41396, p-value < 2.2e-16
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.2281225
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=298344&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -8.7871, z = -14.2690, p-value < 2.2e-16
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 78.8220, z = 9.4091, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 41396, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.2281225
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=298344&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298344&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 = -8.7871, z = -14.2690, p-value < 2.2e-16 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 78.8220, z = 9.4091, p-value < 2.2e-16 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 41396, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.2281225

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