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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Wed, 17 Dec 2014 11:51:54 +0000

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/17/t1418817124at9zzp9enmokhfs.htm/, Retrieved Thu, 16 May 2024 16:23:35 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270078, Retrieved Thu, 16 May 2024 16:23:35 +0000

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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 11:51:54] [f235c2d73cdbd6a2c0ce149cb9653e7d] [Current]

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-0.46716
-0.0902786
0.284069
0.277763
-0.0912593
-0.154614
-0.00891727
0.112087
0.204625
-0.616003
-0.0238111
0.306169
-0.411704
-0.259248
-0.258481
-1.48892
0.101303
-0.225802
-0.196501
0.0400303
0.22915
0.111825
-0.292094
-0.126869
0.103435
-0.112923
0.182518
-0.0503819
0.439653
-0.00830924
0.223007
0.0922229
0.231635
-0.001503
-0.256741
-0.165059
0.30675
-0.255089
0.244821
0.00897813
-0.1699
0.467776
0.376073
0.0437737
0.133298
0.024904
0.407864
0.113835
0.329581
0.0850625
-0.0167381
0.161443
0.32395
0.308896
0.31365
-0.58464
0.0217137
0.0842307
-0.290668
-0.25115
-0.662626
-0.236005
-0.506484
0.31653
0.651508
0.336718
-0.408915
-0.150401
-0.013214
-0.039665
0.175869
-0.166943
0.0509159
0.114246
-0.427846
0.20544
-0.0524231
-0.0136257
0.0927396
-0.231129
0.137954
0.37605
0.288008
0.145212
0.029835
0.106573
-0.361843
0.202252
-0.0912605
-0.132098
0.415824
0.100565
-0.289574
0.158131
-0.208119
-0.248288
-0.0571722
0.441318
-0.211659
-0.245307
0.129613
0.156884
0.280273
-0.0791262
-0.244511
-0.201008
0.0537926
0.365138
-0.31282
0.331434
-0.234033
-0.00693243
0.323309
0.0572853
-0.031721

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 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 & 1 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270078&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]1 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=270078&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270078&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	1 seconds
R Server	'Herman Ole Andreas Wold' @ wold.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -1.2192, z = -3.0455, p-value = 0.002323 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 7.4969, z = 4.3339, p-value = 1.465e-05 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 125.3874, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.7593397

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -1.2192, z = -3.0455, p-value = 0.002323
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 7.4969, z = 4.3339, p-value = 1.465e-05
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 125.3874, p-value < 2.2e-16
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7593397
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270078&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -1.2192, z = -3.0455, p-value = 0.002323
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 7.4969, z = 4.3339, p-value = 1.465e-05
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 125.3874, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7593397
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270078&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270078&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 = -1.2192, z = -3.0455, p-value = 0.002323 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 7.4969, z = 4.3339, p-value = 1.465e-05 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 125.3874, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.7593397

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