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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationWed, 17 Dec 2014 14:26:12 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/17/t1418826425b87wlz1bhb8mxt6.htm/, Retrieved Thu, 16 May 2024 09:58:07 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270323, Retrieved Thu, 16 May 2024 09:58:07 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact66
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [skewness] [2014-12-17 14:26:12] [a9ee49ff8435be51911716bad99dd485] [Current]
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Dataseries X:
-6,399530
1,957360
2,478650
1,589720
0,184681
0,918505
-1,995250
1,586390
-0,140506
1,356850
1,727480
5,067280
-2,558530
-0,947617
1,134260
0,264652
2,593240
0,743810
0,743969
-1,112320
1,219600
1,306220
0,553112
0,291992
2,656690
-0,855357
1,923590
1,744140
0,735418
1,048160
0,426579
3,418350
-0,513488
0,833442
-1,064710
-0,237221
-0,759509
1,165110
-7,109370
1,726660
1,589090
-1,344360
1,481350
-0,236383
1,388380
1,018800
-1,946000
-2,255320
1,808120
2,125650
-1,159330
7,908360
0,926642
0,590183
2,058870
0,760719
-0,455908
-2,371740
1,112290
2,440940
-2,108970
-1,545510
-1,471520
3,059330
-0,878558
2,184800
-1,854340
-2,484340
-1,072920
-2,315740
2,722060
-0,029346
-3,150900
0,404606
1,887430
-2,627560
-3,574700
0,754203
-2,192110
1,409100
-3,193550
2,848590
-0,385986
1,743400
-2,023100
0,413897
1,122490
0,182360
-0,302073
0,411861
-2,430770
-0,489293
-0,852392
1,413970
0,056108
1,001380
3,783360
3,091870
-0,146159
-0,833078
-1,827790
0,067725
-0,429261
-0,310928
1,809600
0,624170
-0,700127
-0,723910
1,868270
-3,616350
-1,970360
1,675560
1,876060
3,632780
1,012410
2,040960
3,995540
2,484770
1,588610
2,972830
-0,499202
-3,911090
-2,829110
-6,120530
0,339289
-0,944523
0,035212
-1,042880
-1,323190
-1,133120
0,183183
1,967530
-2,511840
-0,287708
-0,369008
0,685670
0,758509
-1,400430
-3,497010
-0,776372
0,760543
2,310800
-2,673360
0,700963
-4,503390
-5,186020
-1,880700
-7,006000
-0,421422
-2,080020
-3,165650
0,737049
1,532660
0,811355
-0,429889
0,602124
1,069580
-1,168290
-0,541346
-0,852089
1,349240
1,763480
0,356035
-0,821847
0,901744
-1,230250




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270323&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270323&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270323&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4459, z = -1.5461, p-value = 0.1221
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.6519, z = 3.0021, p-value = 0.002681
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.3765, p-value = 5.09e-06
alternative hypothesis: greater
> geary
[1] 0.7646234

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4459, z = -1.5461, p-value = 0.1221
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.6519, z = 3.0021, p-value = 0.002681
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.3765, p-value = 5.09e-06
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7646234
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=270323&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4459, z = -1.5461, p-value = 0.1221
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.6519, z = 3.0021, p-value = 0.002681
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.3765, p-value = 5.09e-06
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7646234
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=270323&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270323&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 = -0.4459, z = -1.5461, p-value = 0.1221
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.6519, z = 3.0021, p-value = 0.002681
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.3765, p-value = 5.09e-06
alternative hypothesis: greater
> geary
[1] 0.7646234



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')