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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Tue, 13 Oct 2015 14:54:21 +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/2015/Oct/13/t1444744467j675hrluiv6yd38.htm/, Retrieved Tue, 14 May 2024 00:31:22 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=282355, Retrieved Tue, 14 May 2024 00:31:22 +0000

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Original text written by user:

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No (this computation is public)

User-defined keywords

Estimated Impact

102

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

-       [Skewness and Kurtosis Test] [] [2015-10-13 13:54:21] [85e7a66a1e5d24b56c3cf5eab9332807] [Current]

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0.01415754875
-1.083993486
0.3944593523
0.8639702001
-0.6589151431
1.043060258
0.4880988084
0.3136258506
-1.537363433
0.4467293697
-0.9219617952
-0.6291306005
-0.7525579371
0.2407257079
-0.4290382375
-0.2189501052
0.5495727617
1.358828539
0.378832359
0.236842032
-0.7244410846
-0.5382548882
0.2905953829
0.8397941287
-0.4392188313
1.453345516
-1.046741652
-0.8287491186
-0.9447629866
-0.3937265195
-0.5376556265
-2.027348736
1.318682643
-0.7030686064
0.06172163103
-0.564798659
0.3251493743
1.349841007
1.952807553
0.09892213432
0.07683527763
-1.008621603
-0.7868524811
0.3610725537
-0.6726282562
0.4128846341
-1.175630644
-0.4060529484
-0.5855346497
0.9431509226
-2.190487676
0.8720487161
-0.7980860947
-0.1697209571
-0.5202689234
0.3086370126
-1.869001316
-0.367083228
0.7903749113
-0.9983495727
0.3812506172
0.220868116
-0.1935581362
0.5890047876
-0.8594079477
0.3850786228
0.2774077003
-1.586734335
0.9848533398
0.05699598515
0.3214302202
1.29569656
0.3666643216
1.137305158
1.218928051
-0.08031859676
-1.786278887
-1.065961385
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0.6364275854
0.2100621643
0.03442946069
1.002614498
0.7449119694
-1.160065301
0.9980374658
-1.879010388
0.5754186472
0.07614400618
0.259112814
-0.6677568002
1.126074246
0.4247169487
0.6411909434
0.709830172
0.5020299645
0.130204782
0.18841767
1.286738296
0.169977607
0.2700436144
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-1.295464236
-1.677958601
-0.5417104114
1.52255347
0.4717943544
0.3490445076
1.158729473
0.08051931368
0.8318871012
0.423150712
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1.667809409
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1.317856971
0.4424042571
1.69324313
0.6929657089

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	'Sir Ronald Aylmer Fisher' @ fisher.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 & 0 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=282355&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]0 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=282355&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=282355&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	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.24298, z = -1.25380, p-value = 0.2099 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.4701, z = -1.5759, p-value = 0.115 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.2311, p-value = 0.1988 alternative hypothesis: greater
> geary [1] 0.8326117

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.24298, z = -1.25380, p-value = 0.2099
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.4701, z = -1.5759, p-value = 0.115
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.2311, p-value = 0.1988
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.8326117
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=282355&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.24298, z = -1.25380, p-value = 0.2099
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.4701, z = -1.5759, p-value = 0.115
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 3.2311, p-value = 0.1988
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.8326117
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=282355&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=282355&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 = -0.24298, z = -1.25380, p-value = 0.2099 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.4701, z = -1.5759, p-value = 0.115 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 3.2311, p-value = 0.1988 alternative hypothesis: greater
> geary [1] 0.8326117

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