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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 computationTue, 09 Dec 2014 15:38:20 +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/09/t14181396190otvqk5ioymlygx.htm/, Retrieved Tue, 28 May 2024 00:49:30 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=264710, Retrieved Tue, 28 May 2024 00:49:30 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact67
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-09 15:38:20] [25032714cc1544fa8afe1ed03205f94e] [Current]
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Dataseries X:
1.88741
-2.10474
1.57357
1.07412
-3.31711
-3.46566
0.607657
3.98673
2.55649
0.667112
-3.49381
0.409614
-3.93219
1.95469
-0.186895
0.230469
1.19887
0.783917
-0.682303
-2.47493
0.856271
-3.21572
1.92089
-1.66655
2.62539
1.1439
-1.66522
1.61235
2.27055
-0.58424
1.09199
-0.431203
0.730636
-3.39003
-0.306871
-2.7122
1.28492
1.27317
0.064343
1.32473
-2.42871
-0.34838
-4.36064
0.136877
1.59048
-0.30375
2.42304
-1.27585
2.25991
-2.84135
4.00164
1.704
0.529444
-2.21446
0.591543
1.52556
2.98246
0.150917
-4.71193
5.12826
-0.0954132
2.45214
-1.80669
0.986939
-1.38503
3.26635
-1.83087
-0.314018
-0.712389
0.752801
2.35152
0.949729
-0.838116
0.733511
-0.848311
2.65454
-3.61975
2.31239
2.06107
1.18608
2.04181
-0.332888
-2.20596
-1.07883
2.90354
0.207236
-4.1037
-1.2698
0.907631
1.0873
0.65268
-2.22161
2.35056
3.09756
-4.59742
-0.43112
-1.26048
-2.72092
-1.51272
-2.64697
1.27209
3.5751
-3.37652
1.29577
0.253394
-0.720862
-1.6406
3.75581
-1.66581
2.71983
-4.23815
-2.7645
-1.1495
0.571004
0.951374
-5.45456
2.06682
1.8813
2.06574
-0.575126
0.40849
-0.928158
1.88305
-0.368444
2.18608
0.811257
4.43683
-1.94199
-0.0489686
1.00567
-0.880875
1.50947
0.490051
-0.0182246
-0.386433
1.52761
0.962184
0.509267
-0.231259
2.74214
-2.5504
1.28385
1.10011
-0.221951
1.04871
0.130344
2.70569
0.465601
-0.139867
0.678047
-1.20764
-2.63706
-0.175153
-1.78055
1.07049
-5.29426
1.49631
1.22299
-0.19997
2.27786
-0.108329
1.52812
1.70582
-1.14662
-1.87545
1.76905
1.3294
-0.893051
4.8798
0.86215
1.08902
0.71471
0.987433
-0.582497
-1.98619
0.410563
1.96222
-1.52794
-0.609457
-0.639678
2.14068
-1.16417
1.68902
-1.3183
-2.76438
-1.66812
-1.67341
2.10338
-0.604133
-4.46614
-0.274229
2.08246
-2.48748
-1.74395
0.462936
-0.953974
2.18775
-2.76735
1.91928
0.0742658
1.08768
-2.85951
0.474742
1.99723
0.0111788
1.3459
0.553535
-1.5922
0.0977991
-1.10356
1.17975
-0.546955
1.08114
0.349188
1.98411
1.53131
1.08018
-0.0408781
-1.46792
0.0971437
-0.138579
-0.307727
1.01161
-1.57852
1.40705
0.00301469
-0.794695
1.36372
-2.00648
-0.864468
-0.153876
2.73335
1.98177
0.522589
2.88454
3.26844
1.79868
1.9939
1.74871
0.380571
-3.07202
-0.968717
-5.16433
-0.161502
-2.11851
-0.245177
-1.52734
-1.37645
-2.47869
0.459847
1.26302
0.788597
-1.11318
0.375366
0.392978
-1.00301
-0.277221
-2.00922
-3.71125
-1.25162
1.84331
2.11681
-2.53209
0.972247
-3.42562
-4.4891
-1.39475
-7.28696
-0.248264
-0.432968
-1.78971
0.611164
1.21107
0.540103
0.27005
-0.354152
1.31714
-0.0133254
2.00953
-0.805297
1.38437
0.863994
0.301313
0.346375
1.11587
-1.01438




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 & 0 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=264710&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 Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=264710&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264710&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 Ronald Aylmer Fisher' @ fisher.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4943, z = -2.1907, p-value = 0.02847
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.3990, z = 1.4112, p-value = 0.1582
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.5423, p-value = 0.001146
alternative hypothesis: greater
> geary
[1] 0.7905175

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4943, z = -2.1907, p-value = 0.02847
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.3990, z = 1.4112, p-value = 0.1582
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.5423, p-value = 0.001146
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7905175
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=264710&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4943, z = -2.1907, p-value = 0.02847
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.3990, z = 1.4112, p-value = 0.1582
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.5423, p-value = 0.001146
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7905175
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=264710&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264710&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 = -0.4943, z = -2.1907, p-value = 0.02847
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.3990, z = 1.4112, p-value = 0.1582
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.5423, p-value = 0.001146
alternative hypothesis: greater
> geary
[1] 0.7905175



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')