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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Thu, 20 Dec 2018 20:48:35 +0100

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2018/Dec/20/t15453353655fdowlh1hlxtp5x.htm/, Retrieved Sun, 19 May 2024 01:58:35 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=316146, Retrieved Sun, 19 May 2024 01:58:35 +0000

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Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Skewness and Kurtosis Test] [] [2018-12-20 19:48:35] [593aecdf71e2387dd5acdd2c766144c5] [Current]

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-2.10864412891742
0.0514495984838694
1.62530408036113
-2.30298027841377
3.08676895292392
-0.593931005976007
-2.33829963285382
-2.63791900381784
3.0404375717496
3.19175636982409
1.07702337717714
-1.4988786834651
-2.79849805442912
3.28140090698777
-1.07302896990987
2.05144959848387
2.43096793086479
-1.01821846397625
1.47651818426161
0.535955347764959
2.31623493821783
0.236335976800937
1.14698724420477
2.46706841308233
2.62657053134861
-0.408263499881446
-1.65867660629889
-0.613611676112057
2.44041770204406
-0.808728953385896
-1.8087289533859
-0.418683917480702
2.38668412845545
1.96180506132019
-9.33908076063131
-3.25918179921442
-0.88862791480279
1.01661556725381
1.1912710466141
-1.46326352445755
-0.223081316996874
2.85603651664253
-1.00336090744975
3.46550615752734
-3.88862791480279
-5.22356664020686
0.830948061159248
-0.188247285766813
-1.45303262550077
0.270388880253503
-1.92472839702034
-0.728344668759012
-3.88862791480279
-0.543943613651935
-2.33859543742132
2.03225425155781
-3.68327973857218
1.00638466829704
-2.07381009768736
2.3264658371746
0.847072068673238
-2.63821480838535
1.6363161070954
1.97155063706698
-0.40952995086893
-2.64893103055211
1.58228672893928
-3.8087289533859
1.80152181527642
0.512133343269165
2.81223803744318
-0.144744611134969
-1.1895137367543
2.9613197381102
-1.25966712242441
2.20150194557088
1.20198726878087
0.742084651773065
-1.87839701584602
1.72288930484701
-0.11906454651668
-4.86816611688925
0.766687784046354
1.50238776752238
3.3505836462379
-0.957514849485418
0.281105102420265
0.996639092550254
-2.84307766140597
-1.46404465223504
-4.48864778450833
0.845805617685754
1.421222355118
0.601482075865337
-0.197992861513595
1.96258618909769
-0.178797514587535
-2.37391479186137
-1.2136315458176
1.51135221549167
2.92697103009013
0.741303523995571
0.696238593808737
0.0314731237803152
-0.514032044559113
1.05115379391637
3.41503344199328
0.191756369824093
3.11137208519721
-0.788562960039857
0.270388880253503
0.835870523296486
-1.99361533170296
-0.0378991341123016
2.10192231401793
-2.83333208565919
-0.674315290602891
0.271170008030998
1.40587947538151
2.76668778404635
0.626085208138626
0.972035960276965
0.439636574266569
-0.94806507830614
-1.728829991969
1.24656687575771
-0.31321117737054
-1.37313366408388
-4.87791169263603
2.93642080126941
-1.578777644882
0.741303523995571
1.65146946818941
1.46628728530484
2.35155429265788
0.670369010547964
-1.16315883028353
-0.773894922155835
-2.09889855317064

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=316146&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

1 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=316146&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=316146&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 Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.83942, z = -3.76770, p-value = 0.0001648 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 4.5017, z = 2.6793, p-value = 0.007378 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 29.384, p-value = 4.162e-07 alternative hypothesis: greater
> geary [1] 0.7949227

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.83942, z = -3.76770, p-value = 0.0001648
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.5017, z = 2.6793, p-value = 0.007378
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 29.384, p-value = 4.162e-07
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7949227
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=316146&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.83942, z = -3.76770, p-value = 0.0001648
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.5017, z = 2.6793, p-value = 0.007378
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 29.384, p-value = 4.162e-07
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7949227
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=316146&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=316146&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 = -0.83942, z = -3.76770, p-value = 0.0001648 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 4.5017, z = 2.6793, p-value = 0.007378 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 29.384, p-value = 4.162e-07 alternative hypothesis: greater
> geary [1] 0.7949227

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')

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Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code