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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Sat, 13 Dec 2014 12:47:42 +0000

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/13/t1418474872uv48q7bwzg1pnw8.htm/, Retrieved Thu, 16 May 2024 15:55:49 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=267047, Retrieved Thu, 16 May 2024 15:55:49 +0000

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Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Skewness and Kurtosis Test] [] [2014-11-04 10:14:29] [32b17a345b130fdf5cc88718ed94a974]
- R  D  [Skewness and Kurtosis Test] [] [2014-11-12 15:44:40] [d253a55552bf9917a397def3be261e30]
-    D      [Skewness and Kurtosis Test] [] [2014-12-13 12:47:42] [940a3d9bc049bdd1effc6e8b1116301d] [Current]
-    D        [Skewness and Kurtosis Test] [] [2014-12-14 13:04:49] [d253a55552bf9917a397def3be261e30] 

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0.932222
-3.40718
2.02093
1.36824
-3.79056
-3.38055
-1.23504
3.31485
3.26324
-0.162007
-4.14466
-0.0353275
-5.40106
1.74394
-0.982709
-0.310041
1.91354
-0.325889
-0.891366
-2.14726
0.791716
-3.57529
2.88177
-2.73686
1.69897
0.900939
-3.62329
2.53661
3.31244
-0.603295
0.719479
-0.824002
0.425903
-4.314
-0.827149
-2.52479
1.55106
0.928113
-0.028673
1.74671
-2.28063
-0.527203
-3.45186
-0.169304
1.7191
-0.439106
3.83894
-1.61396
2.23742
-2.01029
4.19365
2.82941
0.87747
-1.05408
0.0306141
0.297232
2.82935
0.130906
-5.45826
4.74926
0.387721
2.65825
-2.69075
1.48456
-0.599803
2.58118
-2.44582
0.583253
-1.7366
-0.931429
2.46733
1.39476
-0.71745
1.43063
-0.856571
3.77843
-4.06047
1.74959
0.903734
1.95243
0.783888
0.324938
-1.66152
0.120254
3.16781
0.392802
-4.71512
-0.763504
1.02922
1.99095
2.11744
-1.09754
2.04121
3.91196
-4.33172
-1.18583
-1.20406
-2.32271
-1.32617
-3.74664
2.09148
3.67782
-2.24472
1.88483
-0.00112466
-0.559093
-1.10596
4.06807
-1.51748
3.86307
-4.82211
-1.81613
-0.670688
0.986877
1.79823
-6.13285
0.572984
3.02791
2.36338
-1.29867
1.30845
-3.13411
1.86285
-2.27486
2.066
1.25583
4.73285
-3.2583
-0.604271
1.2631
-2.04116
1.74526
1.25777
1.72918
-1.84841
1.11176
0.923519
0.269473
-0.636317
3.25515
-1.69528
1.4904
0.0861235
-0.204194
3.294
0.79281
2.87255
0.860894
0.265504
1.31237
-0.224824
-2.44669
0.15643
-1.19531
1.80645
-5.89349
1.35698
2.23385
-0.779467
1.36121
-0.612783
1.7998
1.09944
-2.84872
-2.49653
2.2386
0.508086
0.281476
6.90427
1.28433
-0.267105
1.46841
1.88506
-1.00054
-3.13529
0.778232
2.60497
-1.46431
-0.616958
-0.567452
2.72638
-0.932362
2.23324
-0.847608
-3.67248
-2.27175
-2.0986
2.3869
-0.0399423
-1.94751
0.437445
2.793
-1.84805
-1.67959
-0.145587
-2.57096
1.47757
-2.89814
3.2941
-0.537296
0.416
-2.11153
-0.190319
1.21825
0.950062
0.673744
0.372071
-1.07387
-0.478571
-0.12629
1.35631
-1.43241
0.440395
-0.797422
2.43008
1.65594
-0.383124
0.78967
-2.58556
-1.38788
-0.684021
-0.616442
1.34645
-1.24077
2.22666
-1.37847
-1.20355
1.99146
-4.27317
-0.773728
3.03373
2.60617
2.86588
2.76515
1.65633
3.63065
3.32698
3.51234
2.29815
-0.0894453
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-2.02724
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0.135422
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1.95562
4.1108
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0.565461
0.942532
0.934201
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0.201401
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1.18795
1.21946
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1.62901
2.03339
-1.02664
0.854178
-0.661109
0.620873
0.938601
0.513566
0.00438837
0.732725
-2.63675

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 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=267047&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=267047&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267047&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 Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.3155, z = -1.4388, p-value = 0.1502 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1213, z = 0.6147, p-value = 0.5388 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.9186, p-value = 0.08549 alternative hypothesis: greater
> geary [1] 0.7994199

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3155, z = -1.4388, p-value = 0.1502
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1213, z = 0.6147, p-value = 0.5388
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.9186, p-value = 0.08549
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7994199
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267047&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.3155, z = -1.4388, p-value = 0.1502
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.1213, z = 0.6147, p-value = 0.5388
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 4.9186, p-value = 0.08549
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7994199
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267047&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267047&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 = -0.3155, z = -1.4388, p-value = 0.1502 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.1213, z = 0.6147, p-value = 0.5388 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 4.9186, p-value = 0.08549 alternative hypothesis: greater
> geary [1] 0.7994199

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')

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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code