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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Fri, 12 Dec 2014 12:01:41 +0000

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/2014/Dec/12/t1418385705hj80l6b5oz0vgqj.htm/, Retrieved Thu, 16 May 2024 04:45:35 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=266574, Retrieved Thu, 16 May 2024 04:45:35 +0000

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-       [Skewness and Kurtosis Test] [] [2014-12-12 12:01:41] [003c997d057e54927bd887526d955d96] [Current]

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0.441223
-0.104706
0.625587
-5.86138
-4.90731
-1.03239
1.63862
-0.854869
-2.82197
-4.1705
-1.4008
-6.39428
-0.808615
-2.38777
-2.94673
-0.841514
-1.49298
-2.47311
-3.2034
-2.3021
-5.01252
0.85588
-1.7692
0.408324
-1.09819
-3.25617
0.0464344
0.796597
-2.82848
-0.670504
-3.835
-0.604706
-2.44021
-3.99949
-1.7034
-1.34151
-1.60471
0.520375
-3.9337
-1.56529
-5.84151
-1.10471
-0.0981913
-1.4337
0.059789
-1.835
-1.13109
-5.2034
1.0334
0.750668
-1.03891
-4.64412
-0.808615
0.757183
0.6979
-1.47311
-5.74282
2.3295
-1.51904
1.1979
-3.72327
0.619072
-4.63761
2.07282
-2.53891
-2.14412
-2.96008
-1.61155
1.75718
0.02689
-1.66399
-0.275716
-2.7363
0.737314
0.0334048
-0.262686
0.790082
0.171516
-2.24282
-4.99949
-1.97311
1.72428
-1.9008
-5.64412
-2.7692
-1.42718
-0.874413
-0.979625
-3.24282
1.55979
1.15849
-5.67702
-2.22979
-2.57832
-4.01252
-2.01252
-3.40731
0.151971
2.52038
-5.03891
-0.97311
-1.40731
-2.70992
-3.1705
1.86239
-3.47311
1.25718
-5.87441
-4.54542
-2.7692
-0.209918
0.119072
-4.71643
1.1979
2.96109
3.46109
0.125262
1.84937
0.941223
2.80963
-2.5262
3.38226
2.36891
4.11907
-2.03891
0.290082
1.96109
-1.22979
2.50702
1.98748
1.55327
0.112232
2.02689
0.599203
1.29008
-0.236302
4.19139
-3.14412
1.90832
0.809626
0.421678
3.25067
-0.828484
2.7637
1.50051
1.97412
-0.506009
0.730799
-0.8021
3.05979
-4.00601
1.30963
2.89529
2.2637
3.35588
0.836011
2.54643
2.86239
0.276727
0.059789
3.30963
2.2966
1.17152
4.42168
3.24383
1.15197
2.50702
3.38226
1.3295
-1.69689
1.5992
3.50051
0.434708
1.72428
1.72428
2.86891
-0.598191
3.7637
0.500506
-2.47962
-1.42067
0.895294
3.17152
0.36891
-2.30861
1.36891
4.45458
-0.538908
1.11256
0.428193
0.790082
1.83601
-1.64412
3.39529
2.09269
2.2637
-1.19689
0.763698
3.42168
1.7308
3.40181
2.25718
-0.00600906
1.89529
-0.348029
3.42168
-1.63761
2.88878
2.11223
1.80311
1.46109
1.79008
-1.82848
1.29008
0.908324
-0.440211
2.2308
3.55979
0.895294
1.50051
2.55979
-2.34151
1.25067
1.28357
4.00051
2.88878
2.55327
4.19139
2.51354
3.2966
3.45458
2.38194
1.79008
-1.14412
-1.04542
-4.94673
1.21777
-1.8021
-0.8021
-0.742817
-0.499494
-2.1705
2.15849
3.24383
1.05327
1.50051
1.27673
-0.111221
0.171516
-0.578322
-1.78223
-1.59819
2.50051
1.63862
-1.00601
2.73731
-2.61122
-4.17702
-0.598191
-5.60471
1.15197
1.49399
-1.34151
2.15849
2.7966
1.39529
2.85588
1.15849
3.42819
0.658486
4.11907
0.454577
1.36891
2.63862
1.50051
2.19139
2.5663

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	'Gwilym Jenkins' @ jenkins.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 1 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=266574&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]1 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=266574&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=266574&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	'Gwilym Jenkins' @ jenkins.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.4804, z = -2.1024, p-value = 0.03552 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.5616, z = -1.7412, p-value = 0.08165 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 12.8706, p-value = 0.001604 alternative hypothesis: greater
> geary [1] 0.8276305

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4804, z = -2.1024, p-value = 0.03552
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.5616, z = -1.7412, p-value = 0.08165
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 12.8706, p-value = 0.001604
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8276305
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=266574&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.4804, z = -2.1024, p-value = 0.03552
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.5616, z = -1.7412, p-value = 0.08165
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 12.8706, p-value = 0.001604
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8276305
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=266574&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=266574&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 = -0.4804, z = -2.1024, p-value = 0.03552 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.5616, z = -1.7412, p-value = 0.08165 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 12.8706, p-value = 0.001604 alternative hypothesis: greater
> geary [1] 0.8276305

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