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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

Wed, 13 Dec 2017 16:35:50 +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/13/t1513179393x3jp7gj5n46404a.htm/, Retrieved Wed, 15 May 2024 05:25:04 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309356, Retrieved Wed, 15 May 2024 05:25:04 +0000

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Original text written by user:

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Estimated Impact

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

-       [Skewness and Kurtosis Test] [Thigh] [2017-12-13 15:35:50] [ff652b20bb7e11759c12f409641293b0] [Current]

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Dataseries X:

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Boxplots

59.0
58.7
59.6
60.1
63.2
66.0
58.4
60.0
62.9
63.1
59.7
66.2
63.4
66.0
69.0
63.1
64.8
66.9
64.2
65.8
63.5
63.4
57.4
54.9
58.4
55.0
51.7
57.5
50.1
58.9
57.5
58.5
57.3
67.1
71.2
61.9
63.5
66.0
87.3
61.3
72.5
70.6
67.7
65.0
50.0
58.4
53.3
52.7
52.0
50.6
52.6
51.4
49.3
52.6
51.9
57.2
62.1
61.8
59.1
60.6
61.6
60.9
61.0
60.8
65.0
64.8
55.0
54.3
56.0
51.2
56.6
58.9
52.9
50.9
55.5
54.5
56.7
55.0
53.5
56.5
54.8
54.8
58.9
56.0
56.3
54.7
57.2
57.8
61.0
60.4
58.3
58.9
56.9
58.9
57.4
61.7
60.6
62.1
54.7
62.7
59.0
59.3
60.0
59.1
59.5
54.7
61.2
55.8
57.5
57.5
61.9
63.7
62.3
61.5
59.3
55.9
58.8
56.8
64.6
58.5
58.5
57.1
60.5
58.1
58.5
60.7
60.7
53.5
61.7
57.4
57.0
60.3
61.2
56.1
56.0
58.9
58.8
63.6
58.1
66.5
59.1
60.4
57.1
56.1
59.1
56.4
71.2
68.4
51.9
67.6
56.9
72.9
53.6
56.8
62.1
57.3
68.6
60.8
50.1
59.4
52.5
61.4
64.0
52.4
63.8
64.8
55.5
63.3
74.4
60.1
54.7
50.0
57.8
59.2
69.2
50.3
60.0
69.8
64.7
69.5
68.1
47.2
54.1
58.0
55.4
57.3
67.7
63.5
62.8
61.5
54.3
68.5
60.6
65.3
60.2
61.1
57.7
62.3
57.5
58.5
60.2
55.5
68.8
60.6
63.5
63.3
58.9
60.7
53.0
56.0
51.1
63.7
56.3
60.0
57.1
62.5
53.8
54.7
63.9
53.7
57.7
64.2
59.7
54.4
57.4
50.8
56.6
64.0
58.4
55.4
53.0
59.3
57.1
56.8
54.3
54.4
59.3
63.4
61.2
59.2
50.7
61.3
63.7
65.6
58.2
54.3
63.3
49.6
59.6
60.3
56.0
59.3

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=309356&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=309356&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309356&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 = 0.81631, z = 4.83290, p-value = 1.346e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.5894, z = 4.4532, p-value = 8.458e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 98.39, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.7592282

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.81631, z = 4.83290, p-value = 1.346e-06
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.5894, z = 4.4532, p-value = 8.458e-06
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 98.39, p-value < 2.2e-16
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7592282
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309356&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 0.81631, z = 4.83290, p-value = 1.346e-06
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.5894, z = 4.4532, p-value = 8.458e-06
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 98.39, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7592282
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309356&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309356&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 = 0.81631, z = 4.83290, p-value = 1.346e-06 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.5894, z = 4.4532, p-value = 8.458e-06 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 98.39, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.7592282

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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Figures (Output of Computation)

Input Parameters & R Code