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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

Sun, 14 Dec 2014 13:04:49 +0000

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/2014/Dec/14/t1418562294whtheferany88rg.htm/, Retrieved Thu, 16 May 2024 19:12:04 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=267536, Retrieved Thu, 16 May 2024 19:12:04 +0000

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IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

109

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

-     [Skewness and Kurtosis Test] [] [2014-11-04 10:14:29] [32b17a345b130fdf5cc88718ed94a974]
- R  D  [Skewness and Kurtosis Test] [] [2014-11-12 15:44:40] [d253a55552bf9917a397def3be261e30]
-    D    [Skewness and Kurtosis Test] [] [2014-12-13 12:47:42] [d253a55552bf9917a397def3be261e30]
-    D        [Skewness and Kurtosis Test] [] [2014-12-14 13:04:49] [940a3d9bc049bdd1effc6e8b1116301d] [Current]

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Dataseries X:

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Boxplots

0.930232
-3.40521
2.02182
1.36969
-3.79215
-3.37923
-1.23382
3.31456
3.26075
-0.165989
-4.14243
-0.0335755
-5.40131
1.74607
-0.986595
-0.309542
1.91394
-0.327325
-0.89044
-2.14762
0.791583
-3.57304
2.88251
-2.73464
1.69646
0.902231
-3.62451
2.53148
3.31196
-0.604015
0.720093
-0.824376
0.429387
-4.31361
-0.823784
-2.52619
1.55265
0.929294
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1.74827
-2.28123
-0.525751
-3.45105
-0.167651
1.71842
-0.437273
3.83774
-1.61331
2.23669
-2.01368
4.19201
2.83074
0.877681
-1.05345
0.0338844
0.299579
2.82962
0.134707
-5.45701
4.75094
0.386812
2.65834
-2.6914
1.48738
-0.597236
2.58097
-2.44384
0.583801
-1.73785
-0.934774
2.46862
1.39291
-0.717696
1.43155
-0.856457
3.77396
-4.06016
1.74878
0.903159
1.95283
0.784645
0.322499
-1.6619
0.118537
3.16621
0.390905
-4.71432
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1.02652
1.98851
2.11668
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2.04049
3.91253
-4.32922
-1.18636
-1.20051
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2.09449
3.67999
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1.8847
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4.06735
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3.86172
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-1.81619
-0.673258
0.986615
1.79907
-6.14221
0.571834
3.01493
2.35191
-1.29061
1.30383
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1.86218
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2.06061
1.25248
4.74694
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1.25981
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1.74765
1.25994
1.73564
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1.10537
0.938882
0.27089
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3.25287
-1.69574
1.49124
0.0988109
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3.28949
0.804418
2.87297
0.859365
0.272281
1.31216
-0.22338
-2.44715
0.153112
-1.1713
1.80552
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1.33443
2.2369
-0.781063
1.36043
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1.79828
1.09999
-2.85353
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2.25146
0.520604
0.298607
6.90909
1.28231
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1.46464
1.88438
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0.777597
2.59824
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2.72724
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2.38629
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2.79009
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1.49501
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3.28964
-0.539803
0.420198
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1.23821
0.941709
0.680047
0.382231
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1.36667
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0.420898
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2.42003
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1.34484
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2.23363
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0.00407915
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-2.63265

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	'George Udny Yule' @ yule.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 & 1 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267536&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]1 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267536&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267536&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	'George Udny Yule' @ yule.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.3151, z = -1.4374, p-value = 0.1506 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1217, z = 0.6159, p-value = 0.538 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.9098, p-value = 0.08587 alternative hypothesis: greater
> geary [1] 0.7995322

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3151, z = -1.4374, p-value = 0.1506
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1217, z = 0.6159, p-value = 0.538
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.9098, p-value = 0.08587
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7995322
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267536&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.3151, z = -1.4374, p-value = 0.1506
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1217, z = 0.6159, p-value = 0.538
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.9098, p-value = 0.08587
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7995322
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267536&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267536&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 = -0.3151, z = -1.4374, p-value = 0.1506 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1217, z = 0.6159, p-value = 0.538 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.9098, p-value = 0.08587 alternative hypothesis: greater
> geary [1] 0.7995322

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