Free Statistics

of Irreproducible Research!

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 computationMon, 15 Dec 2014 13:33:46 +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/15/t1418650434ackqae5v45zvahn.htm/, Retrieved Thu, 16 May 2024 19:00:08 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=268356, Retrieved Thu, 16 May 2024 19:00:08 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact87
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [paper] [2014-12-15 13:33:46] [627bde65e5570be47fd7fc8a9f75ea40] [Current]
Feedback Forum

Post a new message
Dataseries X:
0,127855
-6,69202
0,477592
0,810409
0,0848381
-1,31238
0,827185
-0,950054
3,92441
1,30447
0,901439
0,509355
-2,08558
2,43443
-4,18527
1,15515
2,29419
0,513011
-1,644
-1,47334
3,94133
1,03735
2,39954
-4,51756
0,019906
-0,290612
-0,58734
1,68329
-0,0629991
2,81407
1,2804
1,46947
0,416986
2,34653
1,85775
-4,43018
-6,35607
2,40833
-1,02364
-3,79318
0,311781
-2,15523
1,87087
2,99233
3,12771
-7,32483
1,77932
0,16827
-7,10236
-1,01998
-0,399758
-1,21636
2,18952
3,8453
3,99813
-0,552448
1,58213
-1,42586
-3,88906
1,91456
0,0810391
-3,48699
-4,41787
2,20696
-2,46507
-1,84105
-1,08924
-0,774923
-0,902184
1,65205
2,6484
-0,264371
-3,66145
-6,38583
-6,1037
-1,97995
1,3771
-1,50064
-0,211363
0,918215
1,72683
-0,0985612
-1,36919
2,00612
-1,66592
2,36845
1,27742
1,18139
-4,80563
-2,52188
-2,30373
-2,36472
-1,13412
3,62715
0,996795
-1,13778
0,810409
0,294862
-2,58734
-5,67524
-4,94088
1,36465
0,963099
-2,55811
3,22061
-2,27749
1,71818
-4,61344
-0,0418967
-2,81861
-3,62656
0,0373522
-7,88407
1,44337
3,88712
2,11526
1,49556
-2,45195
0,334223
-0,355928
0,194511
1,19884
-1,31238
-4,10274
1,89764
0,67017
3,54358
2,65205
5,5567
0,483114
2,71818
1,86222
0,216283
-1,05934
1,0548
2,86155
0,635947
3,02803
5,66138
-0,66592
1,85424
-7,22568
2,10214
-0,285617
1,87952
1,54358
0,111079
0,0861773
1,60038
1,71386
-0,386495
-0,591809
1,33855
1,33855
2,08849
0,718852
0,666513
2,24319
0,595916
0,762539
2,49057
2,04548
2,36465
0,154623
2,99381
-5,54351
0,83598
-0,172815
0,59159
-2,29859
1,15082
4,02923
-0,299264
-2,50444
0,303657
0,338549
0,779173
1,84045
-1,59733
1,98002
-6,84985
-3,30359
-4,58354
0,805413
1,41699
0,748079
0,242524
-1,83606
-1,89719
-3,01499
1,74428
0,0280309
0,880194
-0,89272
-0,0804453
-3,57042
1,5045
0,071575
1,89711
-2,00254
0,753744
1,21239
-0,294126
-0,652799
2,29852
-3,00268
1,34653
3,59592
-0,692544
-6,7146
-7,02445
2,57414
3,465
0,32096
-6,28196
-1,39976
-1,32536
1,58227
3,31663
2,15015
-0,246925
0,521663
4,12891
1,51748
-1,92843
1,84031
-3,01998
1,19451
0,137704
4,19004
0,787967
-1,08045
-0,364723
1,96742
1,9581
5,59159
1,22508
-5,43465
-1,87542
1,48653
3,90643
0,513681
3,15001
1,34287
-5,10721
-3,08977
-0,412878
5,13718
-0,679567
-0,980094
0,019906
0,56535
-0,17714
1,85343
4,56415
-1,59234
0,246849
2,5828
0,0503298
-4,25572
2,16774
0,408477
-3,28629
2,00193
1,01558
1,62216
-0,321036
0,490712
0,378294
0,806083
3,12026
-0,613581
6,18937
0,57847
1,36465
1,16394
2,03683
-2,535
-5,85417




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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 & 0 seconds \tabularnewline
R Server & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268356&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268356&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268356&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'George Udny Yule' @ yule.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7368, z = -3.0700, p-value = 0.002141
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5147, z = 1.6825, p-value = 0.09247
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 28.3226, p-value = 7.077e-07
alternative hypothesis: greater
> geary
[1] 0.7649064

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7368, z = -3.0700, p-value = 0.002141
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5147, z = 1.6825, p-value = 0.09247
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 28.3226, p-value = 7.077e-07
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7649064
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=268356&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.7368, z = -3.0700, p-value = 0.002141
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5147, z = 1.6825, p-value = 0.09247
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 28.3226, p-value = 7.077e-07
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7649064
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=268356&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268356&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 = -0.7368, z = -3.0700, p-value = 0.002141
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5147, z = 1.6825, p-value = 0.09247
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 28.3226, p-value = 7.077e-07
alternative hypothesis: greater
> geary
[1] 0.7649064



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')