Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Wed, 21 Dec 2011 06:26:17 -0500

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/2011/Dec/21/t13244668046slo1v2afbsg80t.htm/, Retrieved Tue, 07 May 2024 14:55:04 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=158514, Retrieved Tue, 07 May 2024 14:55:04 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

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

-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP   [Standard Deviation-Mean Plot] [Unemployment] [2010-11-29 10:34:47] [b98453cac15ba1066b407e146608df68]
- RMP     [ARIMA Forecasting] [Unemployment] [2010-11-29 20:46:45] [b98453cac15ba1066b407e146608df68]
- RMP       [ARIMA Backward Selection] [ARIMA Backward se...] [2011-12-07 21:48:04] [15a5dd358825f04074b70fc847ec6454]
- RMPD          [Skewness and Kurtosis Test] [Skewness ARIMA Ba...] [2011-12-21 11:26:17] [614dd89c388120cee0dd25886939832b] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

-1.85502047409861
5.42325613348655
-1.1234903336018
4.02302041635636
-3.70675955840905
-8.53941542077969
4.93905336252266
1.68004621616743
3.06238689238125
-2.96360598975477
0.0398803029143075
-11.9588519658638
-5.2352433150426
-0.234265607448981
0.39464718550503
-2.68551735068717
5.45454346948067
-4.80026740539989
1.05169803071146
-8.3513703304272
-9.20785512133322
-5.50601159414801
-1.86845807058172
2.77535002763025
-0.905710233996908
-1.61970741932654
1.80926341353426
4.71661835509078
2.55826904932389
-0.944719836096742
8.18244056856599
-0.675358029630718
11.4011369352281
5.92537383872062
2.68271473110235
2.75420648119648
5.36484336451385
-3.03911735134487
3.04093380290683
-5.94885125947215
-5.31977951272112
16.2170997726063
-4.82497802270131
-1.2680074271542
3.14375113622215
2.44350017077555
-1.60369346269775
12.2783987645259
4.00940401287636
11.2093805476324
-17.8147978620139
1.34662779244791
5.64958104144711
-5.41828656554999
-12.7132731146149
1.15125154273856
-0.618858176676447
-3.47053653288149
10.1003984705898
-2.2056537861004
1.07421076464852
-7.58402346062713
-8.81334463299344
1.07706725344991
-0.205433478012266
2.75209963259331
-0.66654458066125
5.88515050247279
-3.64970311433029
-1.05281150807058
5.51772114732076
3.76283217800716
2.06005908877604
-13.9571087789075
-10.2892105232075
-5.73537318731128
4.93732869349814
-1.2788365433526
-1.44827615320924
4.72517985390048
-0.337702845498472
-1.99684529532814
-4.14081538557938
-2.81667058742596
4.8384269578177
2.63763322215184
-5.68513055761853
1.96907189555487
-9.05288074831037
0.127753114733716
-0.156302963892685
-4.94950854900784
1.10808896101927
0.284820730737251
0.2286459062025
4.29475935511529
-4.87654795604795

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 seconds
R Server	'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=158514&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=158514&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=158514&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	0 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.1687, z = -0.4739, p-value = 0.6355 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.8125, z = 1.6683, p-value = 0.09525 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.1285, p-value = 0.2092 alternative hypothesis: greater
> geary [1] 0.7571112

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.1687, z = -0.4739, p-value = 0.6355
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.8125, z = 1.6683, p-value = 0.09525
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 3.1285, p-value = 0.2092
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.7571112
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=158514&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -0.1687, z = -0.4739, p-value = 0.6355
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.8125, z = 1.6683, p-value = 0.09525
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 3.1285, p-value = 0.2092
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.7571112
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=158514&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=158514&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 = -0.1687, z = -0.4739, p-value = 0.6355 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.8125, z = 1.6683, p-value = 0.09525 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.1285, p-value = 0.2092 alternative hypothesis: greater
> geary [1] 0.7571112

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code