Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

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

Mon, 15 Dec 2014 20:16:58 +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/15/t1418674624xopzes7s3whhqmz.htm/, Retrieved Thu, 16 May 2024 11:45:37 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=268990, Retrieved Thu, 16 May 2024 11:45:37 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

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)

-     [Central Tendency] [] [2014-11-04 10:08:09] [32b17a345b130fdf5cc88718ed94a974]
-       [Central Tendency] [WS7 3] [2014-11-12 20:26:33] [81f624c2f0b20a2549c93e7c3dccf981]
-    D    [Central Tendency] [] [2014-12-15 16:40:00] [ae96d02647dd9ad9c105f1fa6642e295]
- RM D        [Skewness and Kurtosis Test] [] [2014-12-15 20:16:58] [4ade5e15fc88dfcb6333f94ac70b9a75] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

0.0991579
-0.24856
-0.129539
-5.65751
-6.22954
-0.265554
1.6447
0.434446
-2.27816
-4.98621
-1.59352
-6.75458
-2.16921
-1.12149
-6.5023
-1.78987
-1.12515
-3.72588
-3.33027
-2.89718
-6.88182
0.74249
-2.41856
1.28818
-1.4553
-2.02954
3.04104
0.310134
-3.09352
-1.65385
-4.69425
-1.42222
-3.99352
-3.2928
-2.28987
-2.40595
-2.14563
-0.453851
-3.62954
-0.905954
-6.99718
-1.36921
-0.284001
-2.28987
-0.822221
-1.21327
-1.28987
-5.09352
0.25144
-0.565554
-1.32954
-6.26262
-2.18987
-1.24653
-0.0141772
-2.79718
-7.48766
1.56387
-4.57653
0.210134
-3.72588
-0.172872
-4.97726
2.81013
-3.66628
-3.6045
-1.79718
0.038105
1.63445
-0.793524
-0.886207
-1.49718
-3.93758
2.11981
0.150714
-0.0582362
-0.104501
0.17412
-3.09425
-5.38987
-2.42954
0.534446
-2.18987
-8.56555
-2.88693
-1.32222
-1.88987
-1.2736
-4.13686
0.495499
-0.298636
-7.20157
-3.38182
-4.1619
-5.1332
-4.08987
-5.69352
-1.3045
1.24851
-4.70889
-2.42222
-2.78987
-4.21182
-3.61784
1.36608
-4.65458
0.891114
-8.0619
-6.40157
-3.07287
-1.39352
-1.15515
-8.83693
-0.422221
5.01013
4.76013
3.73372
-0.393524
4.20282
6.10648
2.94542
0.646226
5.82347
1.61086
-2.45824
-0.58548
3.01307
0.221838
5.81013
0.946149
1.41013
3.15648
1.81973
1.61307
-0.542798
-0.439866
4.16379
-4.77816
5.47046
2.91379
-0.720589
4.72485
2.25648
4.56013
3.26013
4.72046
0.510134
1.26013
1.66013
5.35282
-3.12661
2.78071
5.16013
3.85648
1.47778
0.695423
5.6351
2.60648
1.79249
-1.33987
5.36013
2.64908
4.1381
2.7851
7.3551
-2.04352
5.45575
2.10648
2.10209
-1.77222
2.57184
5.07339
1.76608
2.37412
2.37412
4.57412
0.29249
6.33006
2.26013
-4.75222
0.662417
1.22568
6.07412
2.09542
-0.158963
3.10648
4.5168
0.25209
-0.619213
-0.619289
-2.67661
2.27778
-3.29718
5.14176
1.02347
1.76013
1.72339
0.977779
2.06608
3.09542
6.22485
0.509408
0.605749
2.49542
0.174196
1.60648
-3.40019
-0.280266
6.686
4.24778
-1.98621
1.9351
-1.19059
0.880864
3.54916
-0.400842
2.79176
4.89981
-2.03693
2.75282
4.72412
-5.66418
-0.772221
2.79843
6.21013
2.46242
4.1072
2.60648
5.08582
6.05648
5.55575
6.10575
-0.0538508
-0.20751
-3.87816
-8.62222
-0.727257
0.734446
-1.32588
-0.914177
0.324846
-1.75385
1.81013
7.3551
-1.3758
1.60575
4.22111
1.28151
3.17046
0.32412
-1.11117
-0.947183
1.66013
1.89908
0.398431
3.79176
-5.30385
-5.26117
-0.00888631
-5.27222
-2.04352
-0.387583
-3.13987
1.81013
3.56013
0.405749
1.05282
2.61013
3.72778
-2.33255
2.25868
-1.43701
2.04176
4.66013
2.04542
1.51013
3.84843
-4.51034

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 Maurice George Kendall' @ kendall.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 Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268990&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 Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268990&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268990&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 Maurice George Kendall' @ kendall.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.1759, z = -0.8033, p-value = 0.4218 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.6427, z = -1.3065, p-value = 0.1914 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2.9118, p-value = 0.2332 alternative hypothesis: greater
> geary [1] 0.803273

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.1759, z = -0.8033, p-value = 0.4218
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6427, z = -1.3065, p-value = 0.1914
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2.9118, p-value = 0.2332
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.803273
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268990&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.1759, z = -0.8033, p-value = 0.4218
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.6427, z = -1.3065, p-value = 0.1914
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 2.9118, p-value = 0.2332
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.803273
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268990&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268990&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 = -0.1759, z = -0.8033, p-value = 0.4218 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 2.6427, z = -1.3065, p-value = 0.1914 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2.9118, p-value = 0.2332 alternative hypothesis: greater
> geary [1] 0.803273

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