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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 computationTue, 09 Dec 2014 22:20:29 +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/09/t1418163653pcv9141o1bclkkn.htm/, Retrieved Thu, 16 May 2024 18:30:04 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=264859, Retrieved Thu, 16 May 2024 18:30:04 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywordsSkewness Kurtosis Ruwe examenscore
Estimated Impact104
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [Paper data] [2014-12-09 22:20:29] [99d5c1073827aabbadf7ab1e7da1d584] [Current]
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Dataseries X:
-4.84302
0.820939
1.33844
1.77346
-0.326794
1.40122
-1.02342
1.6782
-3.09512
2.50665
0.840295
3.63482
-3.00999
-1.01596
0.414801
-1.1507
1.34041
0.899733
0.219287
-1.05924
1.33001
-0.341461
0.458842
-0.962173
2.7787
-3.55751
0.471548
-0.107123
0.00104232
1.74952
-2.07602
1.37873
0.819432
0.452797
0.625949
-1.67195
-2.16192
-0.29961
-2.78199
1.12554
-5.9401
0.510312
1.21739
0.279732
2.56375
-0.0361669
1.15064
1.71005
-0.680955
-0.982169
2.42078
1.21271
-0.906117
4.33813
2.05159
0.455674
1.46546
2.2648
0.368933
-2.37198
0.667098
2.50427
-0.803694
0.139298
0.139298
1.8914
-1.64528
1.99727
-0.915574
-2.96832
-1.83123
-0.758928
1.64456
-0.596943
-4.00669
0.428682
3.25621
-1.62812
-0.0969513
-0.168432
0.199653
0.393225
-2.44996
2.30082
1.30877
1.63134
-2.72792
-0.502047
2.32831
0.738283
1.23248
1.54884
-1.55378
0.580965
-2.16839
2.91921
-1.95988
2.32053
0.191538
0.924366
0.601413
1.16247
-0.348431
-2.65836
-0.131416
-0.543977
-1.47805
1.39553
0.253221
1.51969
0.439461
0.105977
1.07147
-2.89622
-0.469864
-0.391425
2.21297
2.31513
0.786931
3.10603
1.52842
1.63731
1.64279
0.828085
0.865019
-3.01084
-2.18931
-5.52259
0.611861
-3.14387
-1.37719
-1.55203
-1.61733
-2.77582
1.23764
2.05159
1.4376
-0.189906
0.401466
-0.436383
-1.70738
-1.14817
-1.7106
-2.99273
-2.31609
1.60421
1.03434
-2.88302
1.42136
-3.21075
-5.67987
-0.873268
-6.51859
0.455674
0.610017
-2.06222
1.23764
1.41035
0.739195
1.55008
0.202712
2.22172
0.138837
2.76471
-0.257934
0.585694
2.11124
0.569993
0.979733
1.8075
-0.736541





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.

\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 & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
R Framework error message & 
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=264859&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]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=264859&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264859&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 time1 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.8011, z = -2.6232, p-value = 0.008712
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.7191, z = 1.8049, p-value = 0.07109
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.9729, p-value = 1.693e-05
alternative hypothesis: greater
> geary
[1] 0.7883766

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.8011, z = -2.6232, p-value = 0.008712
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.7191, z = 1.8049, p-value = 0.07109
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.9729, p-value = 1.693e-05
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7883766
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=264859&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.8011, z = -2.6232, p-value = 0.008712
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.7191, z = 1.8049, p-value = 0.07109
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.9729, p-value = 1.693e-05
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7883766
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=264859&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264859&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 = -0.8011, z = -2.6232, p-value = 0.008712
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.7191, z = 1.8049, p-value = 0.07109
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 21.9729, p-value = 1.693e-05
alternative hypothesis: greater
> geary
[1] 0.7883766



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')