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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Sat, 17 Dec 2016 02:56:27 +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/17/t1481939814wst3a8ikzopwzt3.htm/, Retrieved Thu, 02 May 2024 09:11:06 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=300591, Retrieved Thu, 02 May 2024 09:11:06 +0000

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No (this computation is public)

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Estimated Impact

107

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

-       [Skewness and Kurtosis Test] [skewness & kurtosis] [2016-12-17 01:56:27] [1e2c9196efc58119c3757b6c78ac7c5f] [Current]

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-2.759
2.241
0.7181
0.7515
-1.792
3.28
-1.572
2.461
-1.394
-1.321
2.645
-0.7157
3.131
1.202
-1.288
-2.541
3.897
-0.4605
-0.6528
-0.6863
-5.52
3.325
2.862
-0.03237
-1.215
1.284
0.7124
2.319
0.6414
-2.649
2.602
3.712
-11.33
2.351
-0.6488
-1.615
-0.6488
2.617
-0.4687
-1.288
1.078
-2.5
3.394
2.385
-9.105
-3.176
-0.7964
-0.6863
-0.8689
1.862
1.675
-0.5762
0.4238
2.534
-0.3267
2.461
-3.826
-0.3251
-3.254
-4.496
0.7557
0.7124
0.7515
-0.4661
0.07357
-1.891
-0.6153
-3.504
-0.3977
-2.649
3.241
-4.398
-3.649
1.858
-2.508
2.968
1.169
-2.394
1.824
2.645
-1.392
-2.392
1.474
2.492
-3.288
2.314
1.785
3.131
-1.398
-1.253
-1.031
3.641
-0.4495
2.679
1.241
2.107
-1.288
3.092
1.401
-4.323
1.351
2.275
3.901
-3.248
0.3137
-1.653
-0.3977
1.636
1.165
-2.725
-1.576
-4.215
0.4238
-2.253
1.314
0.9676
0.1645
3.422
-0.07149
-2.105
-1.215
1.496
3.347
0.6749
0.6749
0.3512
0.2411
-1.392
0.7124
1.863
0.4196
3.208
-1.543
-0.4271
-1.288
1.752
-5.398
-0.9599
1.822
3.347
2.714
-2.465
-0.7629
-0.7438
0.8225
2.874
3.457
0.789
1.208
-0.7772
-0.2876
-5.398
-1.215
1.858
0.2411
-0.3935
-4.763
2.208
1.752
-1.724
0.4613
2.853
1.857
2.602
-0.2819
-0.8355
-0.2876
-2.248

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 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 time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300591&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]

1 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=300591&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300591&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	1 seconds
R Server	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -1.0211, z = -4.7861, p-value = 1.701e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.3231, z = 3.6278, p-value = 0.0002859 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 66.97, p-value = 2.887e-15 alternative hypothesis: greater
> geary [1] 0.7851979

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -1.0211, z = -4.7861, p-value = 1.701e-06
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.3231, z = 3.6278, p-value = 0.0002859
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 66.97, p-value = 2.887e-15
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7851979
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300591&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -1.0211, z = -4.7861, p-value = 1.701e-06
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.3231, z = 3.6278, p-value = 0.0002859
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 66.97, p-value = 2.887e-15
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7851979
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=300591&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300591&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 = -1.0211, z = -4.7861, p-value = 1.701e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.3231, z = 3.6278, p-value = 0.0002859 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 66.97, p-value = 2.887e-15 alternative hypothesis: greater
> geary [1] 0.7851979

Parameters (Session):

par1 = 111111 ; par2 = 222222 ; par3 = TRUETRUETRUEFALSETRUETRUE ;

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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Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code