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 computationTue, 16 Dec 2014 12:12:20 +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/16/t1418731961sw8bvha44z6545s.htm/, Retrieved Thu, 16 May 2024 03:43:14 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269392, Retrieved Thu, 16 May 2024 03:43:14 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact78
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-16 12:12:20] [37e054ac358b2aa7c2a1d0b751dfa890] [Current]
Feedback Forum

Post a new message
Dataseries X:
0.350642	
1.90562	
1.57544	
-3.74109	
-3.44108	
1.545	
3.24417	
1.99843	
0.0121734	
-2.90985	
0.670895	
-4.8066	
1.54416	
-0.982955	
-1.32841	
1.58267	
0.37176	
-0.868385	
-2.0941	
0.260651	
-2.80602	
3.65732	
-2.04212	
2.08049	
0.883648	
-1.69651	
2.97116	
2.54556	
-1.28678	
0.513748	
-1.09914	
0.631252	
-0.613509	
-1.8715	
1.20473	
1.15588	
-0.622938	
2.26465	
-1.68202	
-0.366092	
-4.16026	
0.651963	
1.74916	
-0.79517	
2.51561	
-0.971828	
1.73305	
-2.27709	
2.57663	
2.60865	
0.89946	
-2.48634	
0.917209	
1.3348	
2.95052	
-0.25177	
-5.10108	
4.6079	
-0.452089	
1.9596	
-2.91399	
1.98117	
-1.5502	
3.60912	
-2.32998	
-0.566724	
-0.892362	
-0.344595	
3.84836	
1.1632	
-0.218906	
0.85431	
-1.48556	
3.11481	
1.48261	
1.52949	
1.55418	
1.17978	
0.345598	
-2.54134	
-0.388925	
2.70531	
0.275613	
-5.56916	
-1.20186	
0.231227	
1.23161	
2.17863	
-1.71668	
1.79523	
2.70415	
-4.89313	
-1.79314	
-1.07568	
-2.11258	
-1.64808	
-3.73838	
1.66364	
3.67738	
-2.70241	
0.850711	
0.109629	
-1.60129	
-1.3833	
3.49313	
-1.79017	
3.35859	
-5.33176	
-2.46785	
-1.27177	
0.825658	
1.04685	
-6.10247	
1.66776	
2.65412	
2.27272	
-1.47094	
0.861128	
-1.76132	
1.3176	
-3.1257	
2.32124	
1.54904	
4.90753	
-2.16511	
-0.425197	
1.38656	
-0.418295	
2.21574	
0.795017	
0.963495	
-2.02073	
0.93757	
1.08279	
0.0358868	
-0.157543	
3.03209	
-1.40581	
1.14881	
0.774801	
-0.285961	
2.39427	
-0.171679	
3.39116	
-0.681505	
0.29162	
-0.44525	
-0.202153	
-0.821309	
1.94603	
-6.74873	
0.72969	
2.21958	
-1.14463	
2.66512	
-0.833441	
0.722559	
0.926343	
-1.92992	
-2.00188	
1.36444	
2.08095	
-1.63157	
7.07891	
0.198104	
0.800156	
1.18591	
1.69387	
0.228761	
-2.28244	
1.15613	
2.34146	
-2.41467	
-0.865302	
-0.908406	
2.33794	
-1.69438	
1.85352	
-1.59718	
-2.63114	
-1.81142	
-2.36339	
2.02655	
0.10419	
-3.23322	
0.342314	
3.0421	
-1.97923	
-1.63636	
0.621987	
-2.34418	
0.975377	
-2.56027	
3.27439	
0.137828	
1.53039	
-2.79009	
0.748977	
2.50803	
1.08055	
0.705125	
0.810549	
-2.1866	
0.202548	
-0.246289	
2.01797	
-0.976362	
0.288268	
1.90108	
1.86276	
-0.346085	
-0.307285	
-2.58942	
0.516463	
-1.44922	
-0.280751	
1.36871	
1.3435	
-1.58351	
-0.657375	
2.37673	
-2.65436	
-1.14333	
1.75431	
2.00209	
4.00137	
2.20496	
2.23058	
2.76205	
2.73042	
2.6543	
1.16345	
-0.362694	
-3.04469	
-2.77838	
-6.07793	
1.0874	
-1.62318	
-0.340196	
-0.372174	
-1.53118	
-0.829628	
0.648371	
0.485857	
-2.18623	
-0.873704	
-0.419131	
0.711678	
0.516568	
-1.0631	
-2.60823	
-1.18275	
0.458809	
1.78319	
-2.82833	
0.655821	
-4.03414	
-4.59686	
-2.44957	
-7.00613	
-0.321088	
-1.73366	
-2.96919	
0.781353	
2.01901	
0.680877	
0.57342	
1.28706	
1.34755	
-0.989573	
0.956736	
-0.378178	
1.09434	
1.34634	
0.00319622	
0.0972613	
0.926814	
-2.19866




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=269392&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=269392&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269392&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 = -0.4071, z = -1.8075, p-value = 0.07068
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4982, z = 1.6415, p-value = 0.1007
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.5549, p-value = 0.005106
alternative hypothesis: greater
> geary
[1] 0.802498

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4071, z = -1.8075, p-value = 0.07068
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4982, z = 1.6415, p-value = 0.1007
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.5549, p-value = 0.005106
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.802498
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=269392&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4071, z = -1.8075, p-value = 0.07068
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4982, z = 1.6415, p-value = 0.1007
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.5549, p-value = 0.005106
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.802498
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=269392&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269392&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 = -0.4071, z = -1.8075, p-value = 0.07068
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4982, z = 1.6415, p-value = 0.1007
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.5549, p-value = 0.005106
alternative hypothesis: greater
> geary
[1] 0.802498



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')