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Author

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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Fri, 16 Dec 2016 13:50:42 +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/16/t1481892836jqrk3c9rf86esxc.htm/, Retrieved Fri, 01 Nov 2024 03:36:08 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=300231, Retrieved Fri, 01 Nov 2024 03:36:08 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

105

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

-       [Skewness and Kurtosis Test] [] [2016-12-16 12:50:42] [85f5800284aab30c091766186b093bb4] [Current]

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1.81959869924217 
-424.182481902238 
982.126367215035 
-443.469688013495 
-124.543724020601 
905.565243760805 
-369.068185998129 
-610.542415567271 
224.920440105356 
-90.906479281496 
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-1069.48831539169 
826.810640713626 
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245.134798395307 
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-396.932925730607 
-606.940837156401 
108.164204965346 
264.246551017138 
-437.311788209822 
158.443742357177 
266.567778264941 
-401.167534162863 
215.586894914934 
257.502262391382 
368.919081404413 
534.630183847417 
-509.4451372456 
-203.408444767309 
295.83356288032 
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-232.301022423595 
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-320.701006346935 
661.49901082161 
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424.887901931027 
825.24277744526 
78.4673298639841 
1397.47169889676 
-1442.50978282351 
-1546.80331679107 
-226.894665148539 
379.538751659883 
1857.83400747958 
-446.355869075123 
-1568.77794928489 
167.938585966458 
428.170410768524 
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303.452554918201 
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57.3097738617982 
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222.989509918305 
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1499.62769086299 
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840.887772918152 
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1002.18498807366 
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411.389977778972

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=300231&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=300231&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300231&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 = 0.4186, z = 1.9509, p-value = 0.05107 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.2956, z = 3.2751, p-value = 0.001056 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 31.347, p-value = 1.56e-07 alternative hypothesis: greater
> geary [1] 0.7156712

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.4186, z = 1.9509, p-value = 0.05107
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.2956, z = 3.2751, p-value = 0.001056
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 31.347, p-value = 1.56e-07
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7156712
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300231&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 0.4186, z = 1.9509, p-value = 0.05107
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.2956, z = 3.2751, p-value = 0.001056
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 31.347, p-value = 1.56e-07
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7156712
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=300231&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300231&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 = 0.4186, z = 1.9509, p-value = 0.05107 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.2956, z = 3.2751, p-value = 0.001056 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 31.347, p-value = 1.56e-07 alternative hypothesis: greater
> geary [1] 0.7156712

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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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code