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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 computationThu, 18 Dec 2014 19:07:49 +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/18/t1418929884oy51geizsw1ec2a.htm/, Retrieved Fri, 17 May 2024 19:13:47 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=271212, Retrieved Fri, 17 May 2024 19:13:47 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact78
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-18 19:07:49] [d555f1d33a280a2d3b46ab822b1fbc33] [Current]
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Dataseries X:
-0,581951
-0,546531
0,422885
-0,621445
0,406862
0,380552
0,458913
-0,535348
0,389456
0,362554
0,393471
0,377804
0,438325
0,386406
-0,509989
-0,563724
-0,61385
0,41573
-0,562847
0,416426
-0,64321
0,424408
0,368316
-0,591273
0,450313
0,351365
0,482333
0,451963
-0,59084
0,392575
-0,560595
-0,601417
-0,603318
0,371675
0,425537
0,471906
0,451033
0,409194
-0,592913
0,438968
0,411307
-0,583317
0,46555
0,388666
0,474656
0,433213
0,427271
-0,564128
0,482379
0,467451
-0,568865
0,461639
0,374489
0,380435
0,40743
0,389923
0,43058
0,411662
-0,54747
0,442922
-0,600962
0,429094
0,45841
-0,601115
-0,574394
0,445617
-0,610592
0,396506
-0,57778
0,443873
0,403252
-0,577402
-0,540205
-0,518231
-0,534618
0,419092
-0,558811
0,399379
-0,535032
0,415862
-0,548296
-0,540696
0,43714
-0,576364
-0,551005
-0,551297
0,457932
-0,502927
0,448835
0,431
-0,497393
-0,587641
-0,620706
0,416101
0,408655
0,414609
-0,613892
0,429962
-0,568719
0,450855
0,449192
0,42014
0,433695
0,405872
-0,523412
0,450132
0,476773
0,418761
-0,552825
-0,547586
-0,568198
-0,55356
-0,547095
-0,548426
0,409569
0,401739
0,481785
0,453925
0,354501
-0,563202
0,433109
0,412817
-0,592804
0,426768
-0,584876
-0,639097
0,413558
0,413264
0,451909
0,425859
0,424942
0,40834
0,458398
0,454444
-0,600765
0,419271
0,404362
0,362635
0,408225
0,413749
0,471007
-0,587877
0,424463
0,394399
0,408788
0,426289
0,425434
-0,57325
-0,659244
-0,615962
0,374381
-0,528157
-0,59749
-0,645741
0,430811
-0,573436
0,426359
0,416061
-0,602671
0,443247
0,457304
0,354386
-0,572401
-0,562814
-0,527373
-0,524461
0,454096
-0,537713
0,439974
-0,576463
0,401532
-0,518373
0,458745
-0,649822
-0,649822
0,451885
-0,588343
0,424291
0,421421
0,450084
0,474809
0,476032
-0,588022
0,441579
-0,562096
-0,562142
-0,548136
0,454025
-0,525848
0,459529
-0,531806
-0,558093
-0,581973
-0,538838
0,453536
0,433561
0,411377
0,432633
-0,499541
-0,538339
0,371662
-0,541933
-0,577661
-0,594548
-0,592234
0,476175
0,418194
-0,522771
-0,513766
0,475599
-0,527366
0,413033
0,435773
0,341715
-0,606073
0,416538
0,463876
0,372381
-0,528426
-0,575883
-0,58342
0,374646
0,424669
-0,576225
0,395378
0,487807
-0,672106
-0,537525
-0,581208
0,401122
0,449699
-0,553127
-0,5696
-0,616013
0,372215
0,411931
-0,519552
-0,583982
-0,567529
0,431886
0,379322
0,403794
0,455627
-0,527373
0,433031
0,430295
0,381395
-0,571977
-0,601005
0,399114
-0,604648
0,414586
0,416594
0,462667
-0,598748
0,44892
-0,560833
0,353394
0,472256
-0,572539
0,475539
-0,537472
0,432184
-0,544373
0,428871
-0,557225
-0,590398
0,460136
0,44924
-0,541622
0,483739
0,491431
-0,55204
0,424641
-0,54399
-0,576646
0,441912
0,493562
NA
0,918909
0,122635
0,198981
0,277522
0,375351
0,371978
0,439885
0,532413
0,568245
0,493892
0,500283
0,466193
0,464022
0,411641
0,410871
0,477738
0,432973
0,457244
0,517287
0,53834
0,540176
0,557538
0,60433
0,589396
0,475105
0,466699
0,47886
0,477698
0,482301
0,516475
0,549747
0,55959
0,603958
0,538562
0,485258
0,511295
0,541729
0,539454
0,571269
0,593507
0,614195
0,62494
0,642235
0,605898
0,622604
0,66034
0,694477
0,721893
0,753426
0,761733
0,783021
0,769346
0,788902
0,776832
0,790332
0,787839
0,722283
0,715482
0,717872
0,702971
0,719333
0,689207
0,699197
0,706506
0,687785
0,66066
0,648532
0,604378
0,624715
0,610979
0,638686
0,630354
0,625962
0,630249
0,624353
0,635091
0,647291
0,653425
0,651683
0,640176
0,64536
0,625398
0,634803
0,629496
0,620285
0,598495
0,621675
0,639777
0,642797
0,618197
0,633717
0,57965
0,567398
0,578127
0,592062
0,592858
0,595972
0,582826
0,577366
0,580277
0,581667
0,574786
0,575573
0,568162
0,563309
0,566363
0,546482
0,567514
0,589038
0,600778
0,609985
0,63017
0,607089
0,619128
0,638235
0,591979
0,61061
0,591007
0,558647
0,574632
0,587207
0,597651
0,609587
0,621877
0,634073
0,643754
0,653546
0,632291
0,645615
0,662393
0,682458
0,696796
0,710272
0,719807
0,702788
0,709485
0,724672
0,734656
0,743373
0,750048
0,735419
0,692358
0,668093
0,678898
0,67066
0,652789
0,629827
0,642159
0,628926
0,634869
0,644661
0,630246
0,636351
0,639286
0,660683
0,653104
0,628775
0,626915
0,624531
0,63084
0,627747
0,636507
0,625603
0,636583
0,63442
0,633986
0,615714
0,594991
0,598397
0,590605
0,599183
0,601115
0,611388
0,612102
0,608156
0,599958
0,605283
0,606707
0,601559
0,597676
0,595897
0,603648
0,60952
0,608414
0,6039
0,589223
0,587309
0,594475
0,606654
0,610305
0,619413
0,624255
0,623318
0,624405
0,613918
0,614788
0,602049
0,594299
0,601354
0,619225
0,609738
0,601954
0,609593
0,601652
0,60346
0,611299
0,640323
0,63695
0,646934
0,653639
0,655143
0,639904
0,633591
0,631824
0,655156
0,661619
0,655286
0,656312
0,675328
0,65129
0,644293
0,623087
0,640404
0,620793
0,620814
0,598201
0,611562
0,635376
0,641273
0,610876
0,620667
0,579864
0,597202
0,618245
0,647778
0,657706
0,633292
0,621589
0,65011
0,657553
0,669422
0,647272
0,648247
0,678697
0,684389
0,697569
0,72672
0,695005
0,728592
0,757839
0,60869
0,659541
0,714614
0,691806
0,636806
0,395747
0,403075
0,406893
0,396213
0,51054
0,505327
0,542265
0,658075
0,807137




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Sir Maurice George Kendall' @ kendall.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 & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=271212&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]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=271212&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=271212&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 time1 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -1.1909, z = -6.1082, p-value = 1.008e-09
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6735, z = -1.7301, p-value = 0.08361
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
> geary
[1] NA

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -1.1909, z = -6.1082, p-value = 1.008e-09
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6735, z = -1.7301, p-value = 0.08361
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
\tabularnewline
> geary
[1] NA
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=271212&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -1.1909, z = -6.1082, p-value = 1.008e-09
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6735, z = -1.7301, p-value = 0.08361
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] NA
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=271212&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=271212&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 = -1.1909, z = -6.1082, p-value = 1.008e-09
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6735, z = -1.7301, p-value = 0.08361
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
> geary
[1] NA



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')