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Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationSun, 14 Dec 2014 13:34:31 +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/14/t1418564123amovk7r70r1as1a.htm/, Retrieved Thu, 16 May 2024 18:42:51 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=267568, Retrieved Thu, 16 May 2024 18:42:51 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact70
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-14 13:34:31] [0a6fc2c777821367d2239c664b701a36] [Current]
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Dataseries X:
0,294153
2,97156
-2,71955
-2,10608
5,15598
3,88145
3,48012
-0,793748
0,0474647
0,949459
1,70415
3,53959
-3,16424
2,70588
2,45478
0,885167
0,432262
1,36526
-1,255
2,42932
2,88737
-2,42299
-0,36997
-1,32201
1,79733
-6,83795
1,13673
0,968342
1,29799
-2,62899
0,532419
0,742768
2,12812
-0,0241935
0,256096
0,854528
-1,36766
0,889595
1,90098
-2,04375
-0,553176
2,57853
0,103225
-0,921825
0,567044
-2,36129
-0,183641
0,333117
3,66465
-1,59683
0,909003
0,806532
-0,386175
-1,39188
-1,72474
1,63465
1,91825
-0,283804
-3,07451
-1,19565
-2,36197
-1,51284
-3,52005
1,12206
1,48021
-5,05159
-1,57071
-2,46861
1,56108
1,43552
0,719528
3,42149
0,566379
-0,363746
-1,9214
-0,056789
3,01548
0,632589
1,37487
-2,02638
0,115316
-0,491874
1,71652
0,792612
-0,0500028
1,06084
-0,257791
0,293489
-3,39489
3,46282
0,104144
0,834079
0,760705
-0,886211
0,991821
-0,812128
-0,861605
2,03306
0,0326958
1,75233
-0,919433
0,872158
-3,38395
1,95822
-2,34112
1,01075
2,0363
-2,8444
0,975645
1,16927
-2,19003
-2,24943
1,93964
3,96052
0,344235
1,01153
0,283773
-1,06596
0,296354
-0,483775
0,441724
0,121994
-1,00658
0,382647
-1,80252
0,786913
1,54651
4,15924
1,47515
-1,67088
-1,41748
-0,355202
2,53319
0,754977
2,30513
1,73636
0,713535
-0,826256
0,873435
-0,698291
0,318378
2,25138
-0,706501
0,692002
1,48385
1,44925
-2,39905
-2,72706
-2,40806
1,89067
0,355387
0,489124
-2,45246
-2,4997
1,47025
0,104144
0,770858
4,15924
-2,73299
0,0487413
0,520571
0,817289
0,750211
4,29504
-2,03717
2,04186
-0,19388
-0,864039
-3,7685
-3,03779
0,446489
1,59975
-5,15257
1,75479
2,51998
-2,48453
-3,35533
0,512109
1,30535
-2,29359
-0,352145
-1,80944
0,0351127
-1,20099
2,02659
1,20875
0,216629
0,686974
0,498628
0,817199
-1,94897
-1,28106
2,27819
-1,65853
1,7838
-2,26586
2,1398
0,426097
-3,24974
-0,945592
-3,29269
1,12158
2,78591
0,297647
0,379211
1,07392
-0,692765
3,21317
-0,0115483
1,49078
-2,81386
1,25588
-1,34621
-3,96611
-1,36908
1,58447
1,86706
-0,45464
-2,05585
1,21455
-3,09837
2,11414
-2,31201
0,0218416
-0,877228
1,63328
4,97042
-1,91696
-1,51227
-2,50048
0,0158494
-3,08591
-0,165203
0,240808
0,874019
-1,99099
0,755342
-0,0764699
-4,61544
-2,70354
-2,92081
-2,85065
0,241454
-0,409056
1,2673
0,219823
0,100763
5,08859
-0,195174
0,358255
2,02625
1,07606
-1,31709
-0,952895
0,0362316
-0,868792
-2,06858
-2,59497
2,19119
-4,78671
0,0887831
1,2742
-2,92786
-0,0466467




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.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 Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267568&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 Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267568&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267568&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 Ronald Aylmer Fisher' @ fisher.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.2026, z = -0.9011, p-value = 0.3675
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1317, z = 0.6393, p-value = 0.5226
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.9979, p-value = 0.3683
alternative hypothesis: greater
> geary
[1] 0.7924875

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.2026, z = -0.9011, p-value = 0.3675
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1317, z = 0.6393, p-value = 0.5226
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.9979, p-value = 0.3683
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7924875
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=267568&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.2026, z = -0.9011, p-value = 0.3675
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1317, z = 0.6393, p-value = 0.5226
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.9979, p-value = 0.3683
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7924875
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=267568&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267568&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 = -0.2026, z = -0.9011, p-value = 0.3675
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1317, z = 0.6393, p-value = 0.5226
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.9979, p-value = 0.3683
alternative hypothesis: greater
> geary
[1] 0.7924875



Parameters (Session):
par1 = 1 ; par2 = 2 ; par3 = Pearson Chi-Squared ;
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')