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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 computationWed, 10 Dec 2014 18:02:07 +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/10/t1418234534jdkygvimfvyyru9.htm/, Retrieved Sun, 19 May 2024 14:57:56 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=265548, Retrieved Sun, 19 May 2024 14:57:56 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact72
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [skewness ] [2014-12-10 18:02:07] [0a6fc2c777821367d2239c664b701a36] [Current]
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Dataseries X:
0.966778
1.7413
1.40293
-3.8893
-3.27537
-1.61678
3.36353
2.93294
-0.268724
-3.73989
-0.223919
-5.18595
1.17713
-1.11584
-0.291488
1.55844
-0.472474
-0.916425
-2.00292
0.369268
-3.56625
2.44336
-2.6468
1.16163
0.894925
-3.67238
2.61872
3.15888
-0.631313
0.676914
-0.909119
0.098425
-1.18805
-2.9001
1.22787
0.875455
-0.0734886
1.59186
-2.44489
-0.709068
-3.39257
-0.294626
2.25667
-0.524984
3.93212
-1.83621
2.20334
-1.99323
3.811
2.88228
0.791278
-0.956433
0.142614
0.52062
2.97676
-0.135972
-5.18788
3.86563
0.302284
2.80492
-2.65202
1.10899
-1.56158
2.63113
-2.60357
0.106104
-2.25169
-0.782601
2.33627
1.50999
-0.874128
1.34024
-1.12383
3.58644
1.45914
0.833957
1.74895
0.785987
0.574654
-1.68765
0.188834
3.205
0.459407
-4.82553
-0.561677
1.09757
2.15825
1.96907
-1.44078
1.78166
4.02999
-4.70226
-1.12811
-1.71442
-2.3498
-1.20778
-3.97759
1.508
3.19567
-2.48207
2.02214
0.0224373
-0.93708
-0.983987
4.19007
-1.27097
3.51525
-4.71177
-1.80424
-0.692848
1.03416
1.24121
-5.66147
0.928291
2.83117
2.30412
-0.935631
0.799012
-3.27243
1.88079
-2.32178
1.71431
0.990996
4.56801
-3.07115
-0.64113
1.44253
-1.92924
1.80278
1.20115
1.47376
-2.13684
1.22484
1.26206
0.223789
-0.496263
3.49358
-1.53494
1.24266
0.149462
-1.42546
3.22151
0.584271
2.65369
0.340791
1.39035
0.104058
0.381219
-0.976058
1.38138
-5.89999
1.79934
2.29737
-0.710777
1.69318
-0.195819
2.10551
0.954556
-2.76932
-2.25397
2.39979
0.868958
0.543394
7.39849
1.08867
-1.04671
1.4721
1.95279
-0.790761
-3.32695
0.893239
2.66654
-1.44935
-0.753873
-0.730477
2.72881
-1.01117
2.35924
-0.546885
-4.37719
-2.38018
-1.7598
2.38411
0.319197
-2.07425
0.210424
2.50115
-1.8615
-1.93992
0.230839
-2.15106
1.58186
-2.68199
3.4463
-0.488831
0.0765281
-1.98835
-0.0730054
1.51223
1.37924
-0.421293
0.989538
-0.881744
-0.174031
-0.788257
1.4806
-1.28236
0.456315
2.61506
1.18334
-0.154476
1.03739
-2.39207
-2.10836
-1.02958
-0.944631
1.56542
2.35696
-1.11646
-1.24885
1.88442
-4.59016
-0.581054
2.77558
2.51511
2.16353
2.69252
1.6354
3.73216
3.26857
3.72687
2.38073
-0.0578066
-2.20995
-1.68648
-6.15525
-0.169815
-1.94779
-0.377598
-0.339067
-1.29135
-2.18818
1.02748
1.17417
-3.0236
-1.03015
1.09946
0.132872
0.844624
-0.309853
-2.20072
-1.79115
-0.156643
0.856197
-2.41755
0.431398
-4.06449
-5.98976
-2.22433
-6.0481
-1.22984
-1.82874
-4.08901
1.06682
1.37828
0.24126
-0.430459
1.73017
2.32349
-0.702384
1.35621
0.244866
0.899467
1.038
0.947514
0.18457
0.502171
-3.05504





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gertrude Mary Cox' @ cox.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 & 'Gertrude Mary Cox' @ cox.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=265548&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]'Gertrude Mary Cox' @ cox.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=265548&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265548&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'Gertrude Mary Cox' @ cox.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 = -0.3240, z = -1.4563, p-value = 0.1453
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1848, z = 0.8074, p-value = 0.4194
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 5.2595, p-value = 0.0721
alternative hypothesis: greater
> geary
[1] 0.801563

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3240, z = -1.4563, p-value = 0.1453
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1848, z = 0.8074, p-value = 0.4194
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 5.2595, p-value = 0.0721
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.801563
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=265548&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3240, z = -1.4563, p-value = 0.1453
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1848, z = 0.8074, p-value = 0.4194
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 5.2595, p-value = 0.0721
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.801563
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=265548&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265548&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 = -0.3240, z = -1.4563, p-value = 0.1453
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1848, z = 0.8074, p-value = 0.4194
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 5.2595, p-value = 0.0721
alternative hypothesis: greater
> geary
[1] 0.801563



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')