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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, 06 Dec 2016 12:07:57 +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/06/t1481022526odi3s1cmhhkfutz.htm/, Retrieved Sat, 04 May 2024 08:15:52 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=297783, Retrieved Sat, 04 May 2024 08:15:52 +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] [] [2016-12-06 11:07:57] [219800a2f11ddd28e3280d87dbde8c8d] [Current]

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-1.546
1.96
0.9041
0.5292
-1.222
3.157
-0.248
2.354
-1.646
-0.7949
2.231
4.328
0.2355
-1.345
-2.769
-0.3448
-0.769
-1.516
-5.918
1.555
2.157
-0.09593
-2.092
1.105
0.8303
4.004
-0.3925
2.354
3.354
-10.12
1.73
-1.092
-1.594
-0.8426
1.105
-0.3448
-1.646
0.9041
3.458
2.904
-9.646
-3.222
0.3308
1.655
1.406
-0.8947
0.2829
2.581
0.5057
-3.895
-0.09593
-3.17
-5.144
0.3541
1.454
1.205
0.2049
-0.04375
-1.743
-2.39
0.9821
-2.345
4.454
-2.821
-3.646
1.335
-1.921
4.056
1.231
-0.6953
0.8042
2.904
-0.7951
-2.843
0.3541
0.9344
-3.594
1.058
1.354
3.354
-1.345
-1.594
-1.791
3.458
-2.642
1.804
1.157
0.9083
-1.345
3.209
0.3541
-4.646
1.458
1.361
3.354
-0.1958
-1.542
-0.3448
1.105
1.904
-2.717
-0.672
-3.546
1.254
-2.345
1.157
0.3541
0.1351
2.804
-0.6459
-1.869
-0.9208
1.354
2.608
0.9041
0.9041
0.532
0.7069
-1.222
0.3541
1.904
0.7074
2.908
-2.267
-1.642
-0.672
1.209
-1.044
0.3065
3.209
2.354
-3.642
1.004
-1.096
0.1572
1.28
5.354
-0.3925
1.707
-0.7949
-0.5417
-5.293
-1.345
2.878
0.9041
0.454
-4.241
2.956
0.6592
-0.546
1.856
1.157
0.454
-0.3448
0.07916
-2.121

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=297783&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=297783&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=297783&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 = -0.98548, z = -4.50520, p-value = 6.631e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.6056, z = 3.7470, p-value = 0.0001789 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 69.379, p-value = 8.882e-16 alternative hypothesis: greater
> geary [1] 0.7563883

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.98548, z = -4.50520, p-value = 6.631e-06
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.6056, z = 3.7470, p-value = 0.0001789
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 69.379, p-value = 8.882e-16
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7563883
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=297783&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.98548, z = -4.50520, p-value = 6.631e-06
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.6056, z = 3.7470, p-value = 0.0001789
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 69.379, p-value = 8.882e-16
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7563883
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=297783&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=297783&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 = -0.98548, z = -4.50520, p-value = 6.631e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.6056, z = 3.7470, p-value = 0.0001789 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 69.379, p-value = 8.882e-16 alternative hypothesis: greater
> geary [1] 0.7563883

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