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

Sat, 10 Dec 2011 12:40:00 -0500

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/2011/Dec/10/t1323538894es4nx5ohg9siptt.htm/, Retrieved Sun, 05 May 2024 03:27:04 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=153609, Retrieved Sun, 05 May 2024 03:27:04 +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

107

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

-     [ARIMA Backward Selection] [] [2011-12-02 08:01:34] [ee8c3a74bf3b349877806e9a50913c60]
- RMPD    [Skewness and Kurtosis Test] [] [2011-12-10 17:40:00] [7dc03dd48c8acabd98b217fada4a6bc0] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

-1.04366149234053
-10.6408235661295
3.65423345095491
5.62092481638514
2.21278434055389
1.39987327148142
5.68747115041752
3.48017535152502
1.43050880004618
4.05004639723737
6.42722409991323
7.03541781771094
62.1638810060469
-47.0354739585699
-9.84650942563116
10.8943905625879
6.39426451725139
5.00906037882943
1.94126496512189
4.45566674976868
4.8565549609453
4.97045063264061
5.41486715781426
-1.69597368393255
-11.1557276431036
21.7681315213284
8.23887538597904
-8.47770459347876
-3.50784301694202
12.0386781240573
-6.80474267128717
5.1276637312432
9.47417473671846
-4.97362461447552
5.7554305662292
-18.9028706816454
16.2409220867714
14.88799999426
9.88077386744415
1.55860582864136
-9.92486592524768
-6.76222996928442
-24.0919634730099
-6.65961040492012
0.335008573240397
5.71978771835813
-1.16287809149723
3.92099437939416
-1.37382603074769
21.6620398314232
5.89102271774601
-17.3365493498211
-8.06815882380848
-14.5436878416748
-13.6325940621688
-2.02015379088082
4.03242597412767
-0.602002379786037
-6.83638112253578
-8.80584156727487
-19.8985948520528
8.65655142890267
-7.43669900079446
-22.9503151674279
-3.36483631833239
-11.6546605078225
3.92031470249534
1.97412337140689
6.9044684878371
12.5912688945444
4.92563251421841
-13.8620144728328
-6.06732576881449
20.6119699625027
-16.4781622471416
-19.3451411716517
4.55091108329268
-10.7810994126832
15.6322756722936
-3.94726323651083
1.99265380714636
5.44311377729023
-3.71445202723091
-8.47271152451582
-0.894294144088133
-6.15202778603343
0.0747773532348358
11.6303079440403
6.05503772043141
-4.23944018866558
-1.50197542456824
-6.15719300037323
16.139968048742
1.0526748303272
-3.88925305987284
4.8835276971215
2.25898916726736
15.2212683968136
7.2732613946632
18.6517657700824
0.879905742983931
-5.95543129684968
18.8071774771849
2.80102185936514
11.6171513226654
-4.17152480310007
5.91707172752489
5.55403934169476
4.51980199446479
-5.62069200849049
-5.14361038279125
-8.39144319540305
-7.90700617734051
-16.1743872451109
14.0042725286647
-7.55146702813691
-4.89032085147369
-11.9272054331762
-0.108445504950365
-5.98547080875204

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	'Herman Ole Andreas Wold' @ wold.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 & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153609&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]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153609&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153609&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	'Herman Ole Andreas Wold' @ wold.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 0.5781, z = 1.6904, p-value = 0.09095 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 9.3006, z = 5.0318, p-value = 4.859e-07 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 205.1692, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.717422

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = 0.5781, z = 1.6904, p-value = 0.09095
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 9.3006, z = 5.0318, p-value = 4.859e-07
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 205.1692, p-value < 2.2e-16
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.717422
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153609&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = 0.5781, z = 1.6904, p-value = 0.09095
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 9.3006, z = 5.0318, p-value = 4.859e-07
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 205.1692, p-value < 2.2e-16
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.717422
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153609&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153609&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 = 0.5781, z = 1.6904, p-value = 0.09095 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 9.3006, z = 5.0318, p-value = 4.859e-07 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 205.1692, p-value < 2.2e-16 alternative hypothesis: greater
> geary [1] 0.717422

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