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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationTue, 16 Dec 2014 13:00:34 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/16/t1418734840d1cekweysp0dlep.htm/, Retrieved Fri, 17 May 2024 12:24:43 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269456, Retrieved Fri, 17 May 2024 12:24:43 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact84
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-16 13:00:34] [6f1b1943390e6908ad1cf28c6ee297e8] [Current]
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Dataseries X:
2.25892
-1.29359
-0.920014
-5.5369
-3.9301
-3.03206
0.803242
0.144455
0.207334
-4.96333
-3.26506
-5.01001
0.713676
-1.38976
5.29186
-1.50333
-0.645347
-1.22947
-4.36062
-3.04073
-6.41111
2.66673
-3.72189
-1.4437
-0.493127
-6.78728
0.82794
-0.98053
-2.83563
-2.34581
-3.02676
-2.22128
-1.21339
-3.31238
-1.8382
0.967164
-3.39549
-0.592319
-3.32082
-3.69849
-6.88915
-1.20984
-1.07223
-2.2627
-0.73295
-3.4012
-1.45618
-4.87817
1.61385
0.215291
-2.86699
-4.87056
-2.82001
1.30797
1.19333
-1.26289
-5.9648
3.41831
1.42682
2.44028
-1.71846
-1.57223
-6.43929
-0.730622
-2.37195
-1.00497
-3.50056
-2.89783
-0.226356
0.621659
-2.14961
-0.731829
-0.521855
0.560708
0.14111
-1.07223
1.43837
-0.796758
-3.51033
-5.06399
-2.42912
0.485059
-1.80269
-5.55018
-4.44373
-0.863355
0.225464
-2.01033
-3.68598
1.40941
0.741718
-5.71258
-2.58405
-2.55191
-6.31413
-2.48869
-4.31448
-1.06209
1.21339
-6.41604
-0.0229502
-0.710675
-2.30814
-4.18451
0.236184
-2.51068
-0.56445
-5.90941
-3.8701
-4.41413
-1.36526
-0.352548
-6.85416
-1.65857
4.32967
3.97903
3.86117
0.892669
2.22269
5.1284
2.10324
1.66783
3.1531
4.49829
-1.9124
-0.189148
3.50759
1.06244
4.05563
1.56244
0.859353
0.450244
1.10935
-0.317217
1.34258
-0.961596
4.30927
-2.20162
3.07762
3.1599
-0.182806
2.82627
0.603011
2.93143
2.60483
2.45342
0.584425
1.61117
0.656499
3.15016
-5.90039
2.35935
3.55269
2.52618
2.89267
1.61434
1.64788
2.76053
1.96022
-0.984939
2.38065
2.16261
2.75102
6.05313
4.27572
0.496705
2.28002
2.68823
1.71157
-0.70955
0.333504
5.21022
1.0561
3.58036
3.58036
4.83601
0.384742
5.1284
1.6803
-3.62932
-0.412865
-0.69278
5.20388
1.86094
-2.3469
3.33601
4.63633
-1.24151
-2.29183
1.06878
-1.15606
1.10912
-2.10733
2.30676
1.66624
3.01688
0.178487
1.86434
1.38904
2.70999
2.94255
1.96815
0.0560955
1.15785
-1.09192
3.01846
-1.25353
3.67328
2.80359
4.06244
0.922815
0.653328
-2.34056
2.04227
2.47903
-1.73993
3.43823
2.19866
-1.83263
1.28365
3.37976
-5.13136
-0.41399
2.30768
6.65402
0.69048
3.65673
3.43982
3.80722
2.97676
1.99875
5.58125
0.889499
-1.37319
-3.63748
-7.55566
0.64584
-0.0445387
0.81901
-1.28707
0.611169
-1.73358
0.785233
4.27572
-0.184161
1.73538
3.47745
-1.26849
2.93347
0.0325224
-1.71906
0.641314
1.61252
1.56356
-0.196845
4.08601
-3.7567
-3.86027
-0.0130382
-4.7882
0.496705
0.139499
-1.66059
0.785233
2.61071
0.266416
2.81742
-0.142923
3.9099
0.295437
2.33442
1.1429
2.81402
4.2603
-0.542289
1.6599
2.10754





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.

\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 & 0 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
R Framework error message & 
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=269456&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]0 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=269456&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269456&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3328, z = -1.4914, p-value = 0.1359
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6357, z = -1.3397, p-value = 0.1803
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6438, p-value = 0.03608
alternative hypothesis: greater
> geary
[1] 0.8122389

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3328, z = -1.4914, p-value = 0.1359
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6357, z = -1.3397, p-value = 0.1803
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6438, p-value = 0.03608
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8122389
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=269456&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3328, z = -1.4914, p-value = 0.1359
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6357, z = -1.3397, p-value = 0.1803
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6438, p-value = 0.03608
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8122389
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=269456&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269456&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 = -0.3328, z = -1.4914, p-value = 0.1359
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6357, z = -1.3397, p-value = 0.1803
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.6438, p-value = 0.03608
alternative hypothesis: greater
> geary
[1] 0.8122389



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')