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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, 17 Dec 2014 14:13:06 +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/17/t1418825604sjvoji3g9gy7h03.htm/, Retrieved Thu, 16 May 2024 15:57:09 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270299, Retrieved Thu, 16 May 2024 15:57:09 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact87
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-17 14:13:06] [61a57b1a717662ce9f6e819e563a5fa9] [Current]
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Dataseries X:
-2,69851
-2,53318
-6,17584
-7,04438
-2,46002
0,74635
0,787212
-2,31513
-7,56524
-2,76841
-7,21386
-3,31049
-3,82563
-1,86081
-2,39403
-4,28386
-2,22274
0,316469
-6,02733
-1,54076
-4,73118
1,08103
-3,85327
-2,62979
-3,67269
-3,06931
-3,82911
-1,12001
-2,42311
-1,43772
-2,14123
-0,947899
-3,04794
0,3515
-3,76347
-1,86207
-3,09792
-3,15516
-0,0127557
-2,54049
2,02257
-5,37986
-2,00675
-3,53367
-6,10583
0,12091
-3,9313
0,450524
-1,50542
-1,52302
-1,69321
-4,66891
-3,85003
-3,01082
-8,32756
-4,47066
-0,883644
-7,59884
-5,00696
-5,91646
-4,61467
-5,87479
-3,19891
-6,87894
1,47104
4,57
3,90728
1,14029
0,517811
0,946954
3,78634
2,28596
1,47604
3,45973
4,82724
-1,35304
0,325215
3,02915
1,17065
4,44238
1,4884
1,63268
1,34744
3,10905
3,04681
0,728996
0,945079
4,02312
-1,51429
4,1634
2,74636
0,613409
3,64759
3,28072
5,23891
1,54508
2,29677
0,36388
0,81668
0,981579
3,47923
-3,97455
3,09886
3,7498
1,01573
1,6326
0,443042
3,81007
2,30851
-1,19901
-1,99658
2,67408
2,94967
1,40093
6,50769
2,81964
-0,171326
3,51299
1,57988
0,51166
-2,16827
2,00731
3,51136
0,00015985
0,723627
0,847418
4,48718
0,143973
4,71786
0,103599
-2,39781
-0,606962
-0,660085
5,13547
1,17196
-1,34444
1,06218
2,74099
-1,37454
-2,41339
1,11692
-2,13201
3,03941
-2,9891
4,117
-0,10323
0,98465
0,36981
1,01326
1,74282
1,30285
1,32803
0,372907
-0,205052
0,855059
1,17509
1,36558
-0,0471433
0,276048
6,60367
4,76594
-0,723098
1,51025
-0,169906
0,962535
2,01205
0,584716
2,53293
3,43196
-0,729644
0,204427
4,23718
-4,06601
-0,978479
3,84761
4,39021
3,12719
2,6855
2,80707
5,57272
4,57797
4,65361
4,85743
0,460911
-1,10383
-1,79037
-6,36777
0,406203
1,51829
-0,174336
-0,409901
-0,211111
-0,790076
1,18811
3,82054
-2,16287
1,50034
1,72225
1,70278
2,42141
0,620319
-1,352
-0,139206
1,44153
1,94613
-0,426368
1,76944
-4,26695
-4,16414
-0,633899
-6,11742
-1,44251
-1,13242
-2,91873
1,53626
2,30384
0,773567
-0,560336
2,2155
2,44875
-1,21166
1,39351
-0,305464
2,50806
2,72297
1,56712
0,0723753
2,37872
-1,70445




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 & 0 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270299&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]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270299&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270299&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'Sir Maurice George Kendall' @ kendall.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4173, z = -1.6877, p-value = 0.09146
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.8021, z = -0.4733, p-value = 0.636
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 7.0187, p-value = 0.02992
alternative hypothesis: greater
> geary
[1] 0.8035482

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4173, z = -1.6877, p-value = 0.09146
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.8021, z = -0.4733, p-value = 0.636
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 7.0187, p-value = 0.02992
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8035482
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=270299&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4173, z = -1.6877, p-value = 0.09146
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.8021, z = -0.4733, p-value = 0.636
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 7.0187, p-value = 0.02992
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8035482
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=270299&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270299&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 = -0.4173, z = -1.6877, p-value = 0.09146
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.8021, z = -0.4733, p-value = 0.636
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 7.0187, p-value = 0.02992
alternative hypothesis: greater
> geary
[1] 0.8035482



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')