Free Statistics

of Irreproducible Research!

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 11:40:46 +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/t14188164674vs0y3o244dzdmj.htm/, Retrieved Sun, 19 May 2024 18:45:06 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270057, Retrieved Sun, 19 May 2024 18:45:06 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact63
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 11:40:46] [f235c2d73cdbd6a2c0ce149cb9653e7d] [Current]
Feedback Forum

Post a new message
Dataseries X:
-4.14988
0.652505
2.34025
0.0485955
-0.736436
1.78582
-2.68941
0.810283
-2.80468
3.04063
0.668475
4.37863
-3.59194
-0.154107
2.15577
0.500397
3.20698
1.49503
-0.23724
-1.196
1.02066
0.754032
0.0948852
-0.268114
2.36559
-1.54966
0.924081
0.246553
-1.49748
2.30128
0.413082
2.03673
1.40503
0.842979
0.810929
0.452875
-2.42085
0.921148
-0.890833
0.0135354
-6.34603
1.45275
1.70285
-0.0553552
1.66873
0.0550613
0.41793
1.01011
-1.78542
-2.66108
1.87511
0.422321
-1.31602
7.13195
0.657553
0.0387317
1.84811
0.962955
-1.16573
-3.7151
1.45755
2.64104
-1.15619
-1.69826
-1.69826
2.27623
-0.48474
3.00774
-0.824061
-2.12743
-2.09671
-1.07022
1.71957
0.450533
-3.02432
0.300742
2.69593
-2.18829
-1.65287
2.12253
-1.54891
-0.331725
-3.49989
3.23984
0.71743
1.2922
-1.41139
-0.355063
2.02013
1.55809
0.116987
2.08267
-1.54078
-1.32068
-0.958599
1.28371
-0.0828548
0.890169
-0.115937
1.53388
1.42389
-0.0117408
-0.0130151
-2.57656
-0.461954
-0.75306
0.746861
1.85856
-1.22624
0.585384
-0.65925
-0.410457
2.46354
-4.46961
0.083872
2.65479
0.00123083
2.9918
1.63269
1.1706
2.64679
2.28756
3.02252
1.30787
-0.0880962
-3.47437
-2.16896
-6.18513
1.47095
-1.49629
0.512529
-0.123168
-1.67555
-0.735829
0.943384
0.657553
2.6419
-1.16332
-0.870116
-0.184529
1.01093
0.918491
-1.13064
-1.1266
-2.07516
-0.766144
0.995178
-2.99183
0.318385
-4.50716
-5.08004
-1.75537
-5.22823
0.0387317
-2.01302
-3.01108
0.943384
0.681745
-0.829806
0.263518
2.44749
1.67288
-1.11233
1.62787
-0.738406
0.1833
1.37857
0.595384
0.0596238
0.496311
-1.54228




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gertrude Mary Cox' @ cox.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 & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270057&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]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270057&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270057&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'Gertrude Mary Cox' @ cox.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4029, z = -1.4257, p-value = 0.154
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.0970, z = 2.3728, p-value = 0.01766
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.1995, p-value = 0.001361
alternative hypothesis: greater
> geary
[1] 0.7666201

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4029, z = -1.4257, p-value = 0.154
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.0970, z = 2.3728, p-value = 0.01766
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.1995, p-value = 0.001361
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7666201
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=270057&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4029, z = -1.4257, p-value = 0.154
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.0970, z = 2.3728, p-value = 0.01766
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.1995, p-value = 0.001361
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7666201
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=270057&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270057&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 = -0.4029, z = -1.4257, p-value = 0.154
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.0970, z = 2.3728, p-value = 0.01766
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 13.1995, p-value = 0.001361
alternative hypothesis: greater
> geary
[1] 0.7666201



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')