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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, 14 Dec 2014 17:50:24 +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/14/t1418580086k9fu3bewsqu75vx.htm/, Retrieved Thu, 16 May 2024 20:28:48 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=267786, Retrieved Thu, 16 May 2024 20:28:48 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact73
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [skewness] [2014-12-14 17:50:24] [0e510e249d31411b3faa1a25774a526d] [Current]
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Dataseries X:
0.238497
0.677948
-0.0734505
-4.84141
-4.86438
-2.11042
1.85739
0.811498
-0.863432
-6.35877
-1.40974
-7.63684
-0.466661
-1.61276
-3.53005
-0.0635677
-1.5002
-3.08476
-2.65208
-1.39036
-4.77135
1.09576
-2.90497
2.01284
-1.0898
-3.1862
2.56872
1.7199
-1.30814
-0.537623
-3.44826
-2.27305
-3.27134
-3.9693
-1.4717
-2.32228
-1.10164
0.502923
-3.0886
-2.84213
-4.94242
-2.49517
1.32205
-1.40908
2.36735
-2.74775
-0.291801
-2.72799
2.60663
1.44313
-0.0444277
-3.98173
-2.01987
-0.223526
0.201302
-3.23044
-6.19629
2.57902
-1.20028
1.32292
-3.73772
0.337026
-3.60925
2.27981
-2.96027
-1.3184
-3.1453
-0.537491
2.05375
0.959101
-2.01619
-0.267122
-3.23586
3.29307
0.0274524
-0.713411
1.27009
-1.82426
-0.945416
-3.54579
-0.530508
3.04491
-1.09802
-5.52218
-0.761055
0.205994
1.07081
0.432805
-2.14822
2.08272
2.23458
-5.37548
-1.28443
-3.67677
-3.79013
-1.743
-5.17052
0.406295
2.21755
-2.42132
0.052157
-1.40026
-0.849827
-0.773986
2.82165
-1.83632
2.8179
-5.66283
-4.06326
-1.19071
0.516917
0.981162
-5.52594
0.4299
3.64473
2.92095
-0.231366
2.83157
-5.10806
3.13865
-1.97164
2.53744
0.233905
4.12487
-3.67276
-0.394087
1.49508
-2.63859
3.13736
1.70794
2.37283
-1.93119
2.25982
1.35725
0.624398
-1.6862
3.73113
-2.86881
0.61557
-1.82686
0.470194
6.48779
2.96647
1.986
1.38565
2.09278
0.833716
0.794506
-2.79697
1.71911
-5.09188
1.99715
2.58421
-0.620119
2.03747
0.238206
2.41468
0.805222
-3.21939
-0.957458
4.87068
-0.914278
2.28659
5.32655
3.98213
0.160855
2.25202
4.60863
-0.833539
-3.10107
1.086
4.38702
1.6168
-0.540354
-0.486032
4.67575
-0.372016
2.55777
2.66751
-4.81362
-1.12302
-0.271097
2.21356
1.54679
0.911151
1.56536
4.36652
0.280931
1.56457
0.646731
-1.13908
3.44566
-0.995284
5.06555
1.25466
-0.555524
-2.45836
0.469498
3.23583
3.14963
0.162868
1.46466
0.267779
0.50159
0.868786
3.35608
-2.54284
1.19244
3.96384
2.75414
1.35286
2.07273
-2.70818
-2.66451
-0.971994
-0.505828
3.35659
3.43061
-0.0147404
-0.853069
1.80447
-4.58128
-0.278462
4.65649
2.96394
2.71901
3.55168
2.98419
3.90633
3.78063
5.87633
1.61357
1.82114
0.208027
-0.67758
-6.72267
1.00468
-1.54755
-0.968935
1.69843
-1.87815
-1.82805
3.59716
4.09375
-1.09944
-0.241247
1.43194
1.29793
0.506042
0.912451
0.058743
-2.34776
0.418279
1.84317
-0.869589
0.610213
-1.81851
-7.29706
1.4287
-3.18202
-0.20773
-0.046382
-2.15362
3.4091
1.72016
0.436213
-0.188124
4.63725
4.48527
0.851641
3.78734
1.48919
2.05549
1.37424
2.81465
0.650859
2.02535
-2.82265




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gertrude Mary Cox' @ cox.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 & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267786&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]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267786&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267786&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'Gertrude Mary Cox' @ cox.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3012, z = -1.3578, p-value = 0.1745
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.7698, z = -0.7003, p-value = 0.4837
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.8165, p-value = 0.08997
alternative hypothesis: greater
> geary
[1] 0.8079973

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3012, z = -1.3578, p-value = 0.1745
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.7698, z = -0.7003, p-value = 0.4837
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.8165, p-value = 0.08997
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8079973
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=267786&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3012, z = -1.3578, p-value = 0.1745
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.7698, z = -0.7003, p-value = 0.4837
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.8165, p-value = 0.08997
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8079973
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=267786&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267786&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 = -0.3012, z = -1.3578, p-value = 0.1745
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 2.7698, z = -0.7003, p-value = 0.4837
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.8165, p-value = 0.08997
alternative hypothesis: greater
> geary
[1] 0.8079973



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')