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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 computationSun, 07 Dec 2014 18:57:43 +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/07/t1417978743h2ritb7prbcnh7z.htm/, Retrieved Thu, 16 May 2024 18:31:46 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=263881, Retrieved Thu, 16 May 2024 18:31:46 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact60
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [EST RES] [2014-12-07 18:57:43] [7de4f24d5c21ad7c83693f758b02221d] [Current]
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Dataseries X:
-0.000830617620107625
-0.00215633057428686
-0.000706244882206859
0.00102020878210906
0.000764426521466084
-0.00345196666618201
-0.00329599997485681
-0.00127267039575339
-0.00198417093641112
0.000729880642623945
0.00139729594490215
-0.00406514953778844
-0.00477833461275536
0.00123065940844671
-0.00329965773861037
0.00126497173839542
-0.0071105472974514
0.00417084736291977
0.00285443701522524
-0.000134541240514516
0.000858808328776991
-0.00193702000838834
-0.00417982368511263
0.00180551763459019
-0.000902574518603465
-0.000255455612840433
0.00537456230281754
0.00214190773492689
-0.000773784716677788
-0.00370567709714013
0.00255794600695088
-0.0021500773093895
0.00201109003622227
-0.00242879902980386
-0.00363407458522692
0.00192862086391206
0.000705141302360091
0.00355898159260868
-0.00196251724837391
-0.00440031401209702
-5.76678602373187e-05
0.00416207480989446
0.0019294860225767
0.000586995264701303
0.00227315213511316
0.000168463173110253
0.00193779565879601
0.00336827433130919
0.00128949480918605
0.0079767977034093
-0.000920561863470024
-0.000741423637043361
-0.00175543201487028
-0.00211569350590938
-0.003160131056812
0.00134836623003363
0.000195483722268704
-0.000580322600703392
-0.00120452524911056
0.000486730776181089
-0.00214286457573442
0.000234165634218817
0.00321595427591632
-0.0017002349338041
-0.000437252607550238
-0.0015891529880945
-0.00252716255953775
0.0015848687136293
-0.00105298664221877
-0.000854640840755824
0.000257523599584299
-0.0013681625644001
9.4482630059549e-05
4.30853663111821e-05
0.00201498309173379
0.000480400428116253
-0.000415754823679654
-0.000928955582156725
0.0012941628563945
0.000480071749763551
0.00024663305764561
0.00100942513960082
-0.00105746977971336
0.00126383069459763
0.00065523632817774
0.00108072239826359
0.000484849962062908
0.000428132036673188
-0.000194798899360412
-0.001021112362377
0.000922341118335981
-0.000850250241738861
7.38183579917215e-06
0.000467752418725854
-0.000702300712682152
0.00228831624017348
0.00194281056162189
0.0023882416541451
0.00334860299320722
0.00252999331932085
-0.000140278454233383
-0.000605422070539772
-0.000408474504001894
-0.00218309900773915
0.00292264804953198
-0.000447271450311082
-1.01773747930103e-05
0.00282340982480992
-0.00133260141895537
-0.000353986455570931
-0.000587384040042734
-0.000818376545925156
-0.00191296935243291
0.00196693357398693
-0.000547921905031445
-0.00111634191468684
0.00035288573386066
-0.000716674502191736
-0.00193404751739713
-0.000688399862393415
0.000274488715601971
0.000477071553064409
0.00502634048677123
-0.00379200681772633
-0.000618998308569335
0.00202215720455891
-0.000715174391484076
0.00150629051823606
0.000304808113059942
-0.00204458739786233
0.000794388188970406
0.00087955328059817




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=263881&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=263881&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=263881&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 = 0.1322, z = 0.4276, p-value = 0.6689
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.3335, z = 2.4586, p-value = 0.01395
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.1653, p-value = 0.006204
alternative hypothesis: greater
> geary
[1] 0.7551877

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.1322, z = 0.4276, p-value = 0.6689
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.3335, z = 2.4586, p-value = 0.01395
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.1653, p-value = 0.006204
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7551877
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=263881&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 0.1322, z = 0.4276, p-value = 0.6689
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.3335, z = 2.4586, p-value = 0.01395
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.1653, p-value = 0.006204
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7551877
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=263881&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=263881&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 = 0.1322, z = 0.4276, p-value = 0.6689
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.3335, z = 2.4586, p-value = 0.01395
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 10.1653, p-value = 0.006204
alternative hypothesis: greater
> geary
[1] 0.7551877



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')