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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 18:30:28 +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/t14181498891c3kx69ic70gcfq.htm/, Retrieved Thu, 16 May 2024 11:08:13 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=264792, Retrieved Thu, 16 May 2024 11:08:13 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact98
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2014-12-09 18:30:28] [18673d63f90870b9c004059cd6229007] [Current]
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Dataseries X:
-0.0174764
1.01634
1.51879
-4.63805
-3.87813
-1.32579
3.40079
2.63466
-0.830588
-2.98711
-0.577194
-4.95558
1.2867
-1.41905
-0.179033
3.27773
-1.05225
-0.634241
-2.05671
0.855958
-3.46305
3.1327
-2.12741
-0.0181165
0.848684
-4.35046
2.52392
3.44286
-1.94316
0.795978
-0.651321
1.03907
-1.10471
-2.15277
1.61613
1.32296
-0.603856
2.60034
-2.89126
-0.272754
-4.07254
-0.146299
1.8559
-1.02781
4.14694
-1.72319
2.01188
-2.33118
3.08029
3.50299
0.805084
-0.414905
0.434928
0.85568
3.45753
0.127396
-4.15692
3.81776
0.73478
2.46019
-3.48567
1.37585
-1.19329
1.90964
-2.66745
0.401426
-1.86774
-2.35162
2.34141
1.33308
-0.428221
1.56982
-0.69372
2.61738
1.35801
1.07711
1.72033
1.09107
0.869082
-2.4125
0.132233
3.02968
0.62288
-5.1323
-0.462677
0.518109
1.88479
2.68236
-1.34739
1.36627
3.80525
-4.35647
-2.08408
-0.573127
-2.30075
-0.830968
-3.62439
2.54674
3.43603
-2.78399
2.19223
0.4648
-1.73056
-1.46332
3.751
-1.21279
3.7775
-4.62383
-1.23215
-1.36731
1.07126
0.67897
-6.2366
0.231407
2.9876
2.11527
-1.45611
0.903329
-1.64675
1.71534
-3.13114
1.32691
1.74666
4.06115
-3.0201
-0.789117
1.67521
-0.571525
2.12747
1.11408
1.08225
-1.31751
1.13945
1.51245
-0.323438
-0.438287
3.15887
-1.6244
2.25704
1.2695
-1.01139
2.49713
0.295245
3.25604
0.343098
0.99512
-0.628756
0.262711
0.158803
1.93719
-5.30322
1.15272
2.38597
-0.0409476
1.77692
-0.690587
1.68284
1.3487
-2.00952
-2.51674
1.547
2.2221
-0.11236
7.02379
0.790525
-0.537967
1.91435
1.50544
0.0307558
-2.62595
1.44967
2.78048
-2.16563
-0.21052
-0.179708
2.11857
-0.994334
2.79862
-1.58038
-3.39715
-2.68598
-1.80477
2.55996
0.205459
-2.31464
0.490316
2.77548
-2.15306
-2.08378
0.218333
-2.77236
0.860653
-3.50866
3.61809
-0.993797
1.38134
-1.37927
0.33886
1.18568
1.10079
1.39813
0.488288
-1.32442
0.364353
-1.33197
1.28561
-0.921802
0.212141
2.43808
0.593753
-1.10861
0.413123
-2.23397
-1.05479
-0.714068
-0.904155
1.02167
2.25982
-1.58187
-0.842192
2.78732
-3.61534
-1.06825
2.0955
3.0073
3.00672
2.69477
1.39672
2.88778
3.51062
3.74148
2.45109
-0.181806
-2.74755
-2.4058
-6.42024
0.170452
-1.35416
-0.91547
-0.948371
-0.906159
-1.5061
0.145495
1.40649
-3.26931
-1.10471
0.794567
0.0300163
0.73624
-0.868689
-2.68232
-1.72391
-0.180044
1.36757
-2.46095
0.862309
-5.09014
-4.49407
-2.97952
-7.25323
-1.01579
-2.18341
-3.82071
0.70071
1.89135
-0.0997669
-0.140563
1.51123
1.63615
-1.59042
1.52571
-0.247195
0.880097
1.68813
0.312024
0.396569
0.919951
-2.91374




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=264792&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=264792&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264792&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 = -0.3624, z = -1.6200, p-value = 0.1052
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1115, z = 0.5809, p-value = 0.5613
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.2286, p-value = 0.04441
alternative hypothesis: greater
> geary
[1] 0.8070236

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3624, z = -1.6200, p-value = 0.1052
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1115, z = 0.5809, p-value = 0.5613
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.2286, p-value = 0.04441
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8070236
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=264792&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3624, z = -1.6200, p-value = 0.1052
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1115, z = 0.5809, p-value = 0.5613
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.2286, p-value = 0.04441
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8070236
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=264792&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264792&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 = -0.3624, z = -1.6200, p-value = 0.1052
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1115, z = 0.5809, p-value = 0.5613
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 6.2286, p-value = 0.04441
alternative hypothesis: greater
> geary
[1] 0.8070236



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')