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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Tue, 16 Dec 2014 10:26:44 +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/16/t14187257191drlenoq2zjcc6a.htm/, Retrieved Thu, 16 May 2024 09:57:16 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269258, Retrieved Thu, 16 May 2024 09:57:16 +0000

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-       [Skewness and Kurtosis Test] [] [2014-12-16 10:26:44] [00948489e79095d843a5e7d0a51f3696] [Current]

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-1.29552
-6.41697
-1.61397
-1.432
-6.30415
-7.18061
-2.50838
1.33138
-0.185791
-2.39986
-7.42168
-2.67362
-7.5121
-1.66185
-2.01918
-4.68132
-0.477008
-2.01089
-3.64904
-4.19613
-2.1094
-7.00176
-0.260993
-4.36442
-0.402389
-2.31204
-4.11383
1.6823
0.842372
-3.99359
-1.39474
-3.23674
-2.41574
-6.99811
-4.25033
-4.01933
-1.71821
-2.51649
-2.45004
-0.413312
-5.5793
-1.74536
-7.63817
-2.749
-1.06748
-2.51022
1.15666
-3.65444
-0.979399
-4.37096
0.774192
-0.210468
-0.970903
-4.3685
-2.8245
-1.498
-0.0403176
-2.9682
-6.79938
1.28564
-2.62465
0.300274
-5.38461
-1.48788
-4.19714
0.891956
-5.60067
-2.71173
-3.14672
-2.43686
0.0875358
-0.24235
-2.83652
-1.73362
-3.59933
1.07464
-6.85434
0.450215
-0.548117
-0.537537
-0.853124
-1.18345
-4.97802
-1.98526
1.38977
-1.00532
-7.86149
-2.51183
-1.2259
-0.833874
-0.137417
-3.85482
0.470952
0.488184
-6.95483
-3.5232
-3.42125
-4.95551
-3.8284
-6.24852
-1.14494
1.08723
-4.66607
-1.00529
-1.77136
-2.65774
-3.21353
1.8842
-3.72081
1.24278
-6.66835
-4.8953
-2.97454
-1.21016
-1.39683
-7.94904
1.24221
4.52786
3.93632
2.78777
0.457843
1.3429
4.65396
1.86028
1.7369
3.94764
3.88628
-1.98633
0.252967
2.95037
0.886392
5.23545
1.1226
1.13831
2.00667
2.32906
2.29742
0.622541
0.110985
4.10634
-2.00977
4.83695
2.22021
-0.451989
4.02805
2.53262
4.99623
2.13408
2.6064
3.2582
-0.22163
-1.62235
1.52565
1.94623
3.32681
-3.35521
2.52814
3.80448
2.69972
2.19382
1.11372
3.81633
2.88411
0.926709
-0.000846216
5.02158
3.84178
2.63474
5.30497
4.41108
-0.557277
5.39836
2.44693
1.93001
-0.805945
3.12845
5.0224
0.724264
0.632938
0.749219
5.3486
-0.132022
5.66036
1.69896
-3.45418
0.495473
0.761351
5.17267
3.09294
-0.548312
2.7708
4.2205
0.0936131
-1.17853
1.46968
-1.67149
3.65109
-2.44933
5.67622
1.41517
1.33821
1.20204
2.61317
3.03466
3.13758
1.00981
0.778034
0.390412
3.15852
0.50974
3.09872
-0.844599
0.317464
0.486873
7.69656
4.66444
-0.18824
1.61265
0.0102794
2.07927
2.8454
-0.374375
3.41705
0.105157
3.91895
-0.270727
2.27793
4.90667
-2.76196
-1.29698
3.09531
5.57596
3.53736
3.7908
3.30151
5.64045
5.59128
5.13472
5.4585
1.28149
-0.81367
-1.83786
-7.41442
0.866838
0.48938
-0.676063
0.514872
0.389144
1.06188
2.12067
5.04962
4.08731
-1.7065
2.24683
3.52175
0.850088
2.95909
0.157149
-1.52637
0.137609
2.35835
3.51591
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3.65263
-3.49834
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0.39459
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0.22129
-2.63825
2.04925
4.28113
1.18677
1.47136
3.78654
3.45938
-0.5734
2.97713
0.634013
4.05617
4.82513
2.44126
0.992056
3.84166
-2.91006

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=269258&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=269258&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269258&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 = -0.3202, z = -1.4594, p-value = 0.1445 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.6190, z = -1.4554, p-value = 0.1456 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 6.6157, p-value = 0.03659 alternative hypothesis: greater
> geary [1] 0.8090509

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3202, z = -1.4594, p-value = 0.1445
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6190, z = -1.4554, p-value = 0.1456
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6157, p-value = 0.03659
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8090509
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269258&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.3202, z = -1.4594, p-value = 0.1445
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6190, z = -1.4554, p-value = 0.1456
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6157, p-value = 0.03659
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8090509
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=269258&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269258&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 = -0.3202, z = -1.4594, p-value = 0.1445 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.6190, z = -1.4554, p-value = 0.1456 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 6.6157, p-value = 0.03659 alternative hypothesis: greater
> geary [1] 0.8090509

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