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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

Sun, 24 Dec 2017 18:13:23 +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/2017/Dec/24/t151413566026xh9g66ldvvvcy.htm/, Retrieved Tue, 14 May 2024 06:20:36 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310903, Retrieved Tue, 14 May 2024 06:20:36 +0000

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Original text written by user:

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No (this computation is public)

User-defined keywords

Estimated Impact

108

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

-       [Skewness and Kurtosis Test] [SkewKurtTestLen] [2017-12-24 17:13:23] [e1a644ffb3e7fe05667121800e4d9fd5] [Current]

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-0.639331159594218
-0.663249304852279
-1.57703238363959
-0.291086233440849
-0.383249304852277
1.81166884040579
-0.417032383639588
-0.542032383639588
0.443967616360412
-0.575249304852277
-0.529086233440849
0.702668840405791
0.428750695147722
-1.21095052889766
1.87666884040579
-1.16303238363959
-0.351950528897657
0.367995621301082
0.551750695147723
0.514750695147723
0.764967616360411
-0.663331159594209
0.0346149906045305
0.352913766559151
-1.14703238363959
-1.04003238363959
-0.515331159594208
1.18396761636041
-0.700249304852277
0.22891376655915
0.265750695147723
-0.183950528897657
-0.236249304852278
-0.222950528897657
-0.103249304852278
0.629750695147723
-0.551950528897657
-0.540249304852277
1.68991376655915
0.14561499060453
1.52796761636041
0.203750695147723
-0.982331159594209
0.297750695147723
0.456967616360411
-0.0242493048522772
-0.217331159594208
0.811967616360412
0.389967616360411
-0.488385009395469
-1.19638500939547
-0.35438500939547
-0.303950528897657
0.276967616360412
1.53096761636041
0.0926688404057911
-0.251249304852278
0.328750695147723
0.135750695147723
-0.290032383639588
0.656967616360411
0.338750695147722
0.44691376655915
0.342696845346462
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-0.0222493048522774
-0.508249304852277
0.919668840405792
0.495668840405792
-0.272249304852277
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0.391750695147722
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1.15199562130108
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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	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 time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310903&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]

1 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=310903&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310903&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	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 0.29962, z = 1.20920, p-value = 0.2266 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.15740, z = 0.64728, p-value = 0.5175 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.4075, p-value = 0.4947 alternative hypothesis: greater
> geary [1] 0.8004131

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.29962, z = 1.20920, p-value = 0.2266
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.15740, z = 0.64728, p-value = 0.5175
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.4075, p-value = 0.4947
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8004131
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310903&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 0.29962, z = 1.20920, p-value = 0.2266
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.15740, z = 0.64728, p-value = 0.5175
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.4075, p-value = 0.4947
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8004131
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310903&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310903&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 = 0.29962, z = 1.20920, p-value = 0.2266 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.15740, z = 0.64728, p-value = 0.5175 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.4075, p-value = 0.4947 alternative hypothesis: greater
> geary [1] 0.8004131

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