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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Thu, 22 Dec 2016 19:28:48 +0100

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/2016/Dec/22/t1482431529mhvchtst92wnnh9.htm/, Retrieved Mon, 29 Apr 2024 06:40:29 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=302616, Retrieved Mon, 29 Apr 2024 06:40:29 +0000

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-       [Skewness and Kurtosis Test] [Skewness & Kurtos...] [2016-12-22 18:28:48] [ee2f08b6fcfe19fae25bd9410e008f6d] [Current]

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-2.51
1.486
1.893
-0.07972
-0.2254
1.041
-0.2492
0.8926
0.7747
1.948
1.639
0.5139
-0.1449
-0.8508
0.04098
0.7231
-0.417
-0.783
1.149
1.029
-0.3211
-0.03554
-0.05203
0.3418
-1.052
0.4738
-0.1047
0.8246
0.6914
-1.609
-0.7512
0.1405
1.18
-1.634
1.948
-0.2809
-2.055
-2.052
1.49
0.06866
1.518
-2.402
0.2611
-0.3086
-0.2531
0.8953
-0.3766
-2.2
1.8
2.8
1.249
-3.313
-1.132
-2.04
0.2449
1.948
0.2727
-0.4293
2.189
0.9203
1.069
1.096
0.2449
-2.51
2.124
-1.321
-2.052
0.9203
0.1894
0.8912
-1.374
-2.399
2.096
0.0006782
0.948
-1.027
-1.647
1.369
1.041
-4.904
1.096
0.5705
1.189
2.342
1.66
1.422
0.3282
0.1004
-1.052
-0.2531
1.598
0.6512
1.976
0.2172
-0.4016
0.6234
2.433
0.45
0.9203
-0.6055
-2.374
0.4183
1.001
0.1242
0.8246
-0.2004
-0.3211
-0.4973
-0.7828
0.1366
-2.904
1.719
0.31
0.2488
-0.1009
1.687
-1.2
-0.1047
-0.9037
-0.3766
0.04098
1.366
-0.8996
0.6512
1.217
0.5139
0.04098
-3.956
-0.3211
1.418
-2.361
-3.609
-0.2004
0.1809
-0.5472
1.896
1.694
-1.838
-1.349
0.1769
-2.726
1.45
-2.173
2.827
-0.9408
-0.1727
-2.959
-0.3211
1.013
-0.6306
-2.637
0.04098
1.948
-0.9037
0.1894
1.827
-0.7234
2.598
-1.253
0.1894
-0.05203
-1.838
0.06866
-1.281
-1.105

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	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=302616&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

0 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=302616&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=302616&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	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.58489, z = -2.99240, p-value = 0.002768 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.28360, z = 0.95869, p-value = 0.3377 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 9.9608, p-value = 0.006871 alternative hypothesis: greater
> geary [1] 0.7757671

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.58489, z = -2.99240, p-value = 0.002768
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.28360, z = 0.95869, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 9.9608, p-value = 0.006871
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7757671
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=302616&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.58489, z = -2.99240, p-value = 0.002768
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.28360, z = 0.95869, p-value = 0.3377
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 9.9608, p-value = 0.006871
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7757671
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=302616&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=302616&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 = -0.58489, z = -2.99240, p-value = 0.002768 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.28360, z = 0.95869, p-value = 0.3377 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 9.9608, p-value = 0.006871 alternative hypothesis: greater
> geary [1] 0.7757671

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')

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Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code