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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 computationThu, 18 Dec 2014 19:48:29 +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/t1418933437gpghdu8jad036dh.htm/, Retrieved Sun, 19 May 2024 18:07:30 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=271270, Retrieved Sun, 19 May 2024 18:07:30 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact75
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [khkh] [2014-12-18 19:48:29] [a9ee49ff8435be51911716bad99dd485] [Current]
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Dataseries X:
-5,77966
2,31062
2,30496
1,6084
0,935862
0,841011
-1,49338
1,9359
-0,207792
1,37037
2,08126
4,93731
-2,63799
-1,1918
1,01573
0,305036
2,6042
1,0237
0,974625
-1,19424
0,714398
0,935314
0,636313
0,437507
2,91559
-0,763883
1,83745
2,18504
0,107432
0,808816
-0,772931
3,07651
-0,301352
1,44521
-0,777436
-0,0224648
-0,932825
1,34735
-7,74502
2,03729
1,89446
-1,11171
1,89345
0,0199191
1,96776
1,07254
-1,08308
-2,148
2,41889
2,11097
-0,918685
8,44528
1,58078
0,346372
2,191
0,871114
-0,151388
-2,26566
1,42034
2,53137
-2,11974
-1,24963
-1,24963
2,64639
-0,621933
1,9359
-1,80039
-2,98969
-0,817218
-2,37491
2,72854
-0,129277
-3,50557
0,816228
2,10728
-2,52336
-3,49152
0,43803
-1,90078
0,576255
-3,10655
2,64059
-0,241028
2,66037
-2,0153
-0,0602457
1,002
0,52889
0,924697
1,06436
-2,59557
-0,469915
-1,66849
1,55658
-0,19755
1,43812
2,28247
2,15914
0,120501
-0,877656
-2,35852
-0,641028
-0,586213
-0,571571
1,76689
0,639094
-0,711192
-0,185054
1,44048
-4,01269
-1,38482
0,887429
1,76893
3,50295
1,13231
1,94084
3,96559
2,47154
0,889066
3,10718
-0,745998
-4,2621
-3,39616
-5,80058
-0,0472758
-1,7644
0,399062
-1,20219
-1,02246
-1,64342
0,256391
2,09101
-2,31339
-0,727275
0,0940651
0,458433
0,831898
-1,63821
-3,70793
-0,868298
0,780837
2,17443
-2,92348
1,12889
-4,62867
-5,54224
-2,41483
-6,89164
0,0548131
-2,11772
-3,42013
0,693729
1,62847
1,12409
0,165945
0,0358625
1,35181
-1,05697
-0,940832
-0,791416
0,534251
2,14283
0,385474
-0,155353
0,707699
-1,6968




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'George Udny Yule' @ yule.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 & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=271270&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=271270&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=271270&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'George Udny Yule' @ yule.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4531, z = -1.5689, p-value = 0.1167
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7671, z = 3.1185, p-value = 0.001818
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 27.2764, p-value = 1.194e-06
alternative hypothesis: greater
> geary
[1] 0.7629577

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4531, z = -1.5689, p-value = 0.1167
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7671, z = 3.1185, p-value = 0.001818
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 27.2764, p-value = 1.194e-06
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7629577
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=271270&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4531, z = -1.5689, p-value = 0.1167
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7671, z = 3.1185, p-value = 0.001818
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 27.2764, p-value = 1.194e-06
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7629577
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=271270&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=271270&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 = -0.4531, z = -1.5689, p-value = 0.1167
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.7671, z = 3.1185, p-value = 0.001818
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 27.2764, p-value = 1.194e-06
alternative hypothesis: greater
> geary
[1] 0.7629577



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')