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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 computationMon, 01 Dec 2014 18:27:15 +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/01/t1417458447p1escwzhi9gxtrm.htm/, Retrieved Thu, 16 May 2024 06:47:19 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=262169, Retrieved Thu, 16 May 2024 06:47:19 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact81
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-01 18:27:15] [18673d63f90870b9c004059cd6229007] [Current]
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Dataseries X:
1.28395
-2.87945
1.37379
1.08385
-3.69782
-3.79214
0.674352
3.32345
1.35396
-0.2233
-3.25831
0.134964
-4.18732
1.41566
-0.767909
-0.854799
1.44841
0.265859
-1.17108
-1.57723
0.0507634
-3.27001
2.24611
-1.08597
2.38067
0.732645
-1.24068
1.72613
2.52867
-0.97688
0.936511
-1.83724
0.65091
-4.35924
-0.719332
-2.27214
0.425605
0.411274
0.179651
2.48405
-2.58425
-0.470228
-4.68645
0.0739683
1.38367
0.16081
2.45272
-1.09088
1.23421
-2.92385
3.29813
2.11916
0.916638
-2.05603
0.516331
2.39117
2.63666
0.105634
-4.37262
4.80066
0.540852
2.72101
-2.23767
1.23982
-2.48076
3.44657
-1.66537
0.0202107
-1.31206
0.259006
2.96055
1.33214
-0.961463
0.848636
-0.948776
2.61673
-4.13198
1.94523
1.28938
2.07644
1.56382
-0.287409
-2.98083
-0.642472
3.63357
-0.121146
-3.49569
-0.888067
0.820109
1.39757
0.721264
-1.84792
3.04572
3.31838
-3.77054
0.0265406
-1.07815
-2.3232
-0.683429
-1.84967
1.99879
3.99041
-2.93799
1.38151
0.428566
-0.0955392
-0.996708
3.96704
-1.51678
3.36152
-3.91824
-2.63013
-1.13564
1.18074
1.95968
-6.04239
0.239823
1.72156
1.94789
-1.20483
1.32399
-1.10611
1.07753
-2.42473
1.94779
0.445674
3.68415
-2.97178
-0.43396
0.71602
-1.81982
1.65436
0.576398
0.0975082
-1.10506
1.16025
0.128335
0.27154
-0.913065
2.70094
-3.49333
0.67047
0.0818686
0.022164
1.50158
-0.464655
1.93058
0.648749
-0.258649
0.151247
-1.61403
-2.28367
-0.622483
-1.82488
1.23638
-5.35305
0.433485
1.18242
0.0325286
2.26032
0.275662
1.22027
1.39433
-1.30528
-1.21373
1.74505
1.68572
-0.771101
3.90155
1.03415
0.796199
1.13087
1.89742
-0.178046
-2.36066
0.813674
2.27009
-0.941506
-0.161836
-0.104426
2.46244
-1.59672
1.87835
-0.718545
-3.45332
-2.37864
-0.83618
1.89086
-0.488236
-3.37401
0.00374111
2.69008
-2.09856
-0.954671
0.222518
-0.40222
2.21146
-2.41937
2.49972
0.595103
1.01544
-2.91664
0.517016
2.08299
0.274587
1.12033
1.03953
-1.52295
0.437303
-1.3477
1.9924
-1.62248
1.80958
0.834142
2.3431
1.57286
0.897354
0.335929
-2.26089
0.426168
-0.474713
-1.04347
1.42734
-0.331692
1.96253
0.353504
-0.409711
1.16622
-2.32266
-0.757382
0.333314
2.4555
1.99619
0.775856
3.31417
2.20702
1.65935
2.20878
1.2742
1.11096
-2.64393
-1.12443
-5.92341
0.222088
-2.26109
-1.41581
-1.1697
-1.80165
-2.52326
1.08501
1.60158
1.22859
-0.477925
0.874438
-0.263434
-1.22046
-1.028
-1.73102
-3.36757
-2.43722
1.83913
1.34404
-2.45401
1.21624
-3.25554
-5.16466
-1.34696
-6.59648
0.146267
0.0155299
-1.69971
1.37637
1.63851
0.51948
1.01041
0.466542
2.11325
0.103243
2.72248
-0.507407
1.4962
1.27819
0.776462
0.0048792
1.38613
-0.75597




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=262169&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]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=262169&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=262169&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'Herman Ole Andreas Wold' @ wold.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.5310, z = -2.3372, p-value = 0.01943
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1763, z = 0.7868, p-value = 0.4314
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.8094, p-value = 0.001003
alternative hypothesis: greater
> geary
[1] 0.798658

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.5310, z = -2.3372, p-value = 0.01943
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1763, z = 0.7868, p-value = 0.4314
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.8094, p-value = 0.001003
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.798658
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=262169&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.5310, z = -2.3372, p-value = 0.01943
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1763, z = 0.7868, p-value = 0.4314
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.8094, p-value = 0.001003
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.798658
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=262169&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=262169&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 = -0.5310, z = -2.3372, p-value = 0.01943
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1763, z = 0.7868, p-value = 0.4314
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.8094, p-value = 0.001003
alternative hypothesis: greater
> geary
[1] 0.798658



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')