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Author

*The author of this computation has been verified*

R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Mon, 15 Dec 2014 15:27:27 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/15/t1418657260j99o1nuht1yjj1i.htm/, Retrieved Thu, 16 May 2024 08:43:13 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=268630, Retrieved Thu, 16 May 2024 08:43:13 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

116

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

-     [Multiple Regression] [] [2014-12-12 13:12:51] [fa1b8827d7de91b8b87087311d3d9fa1]
- R  D  [Multiple Regression] [] [2014-12-13 11:13:21] [bb1b6762b7e5624d262776d3f7139d34]
-    D    [Multiple Regression] [] [2014-12-15 08:53:53] [7b576ab45e161dc8fb6fe50455a3800c]
- RMPD        [Skewness and Kurtosis Test] [] [2014-12-15 15:27:27] [efc983391fe36da4845de855ec76c3b2] [Current]

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Dataseries X:

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Boxplots

-0.826184
1.48029
-0.451093
-3.75564
-3.49524
1.87121
4.23916
3.02014
-0.753813
-2.41454
0.785215
-4.72409
-0.353929
0.927829
-4.66036
1.44277
1.48086
-2.15418
-0.411647
-0.0230883
-4.70204
2.71919
-0.445714
2.8937
0.620433
0.138219
5.91352
2.0994
-1.10061
0.925224
-2.3998
-0.279605
-1.98536
-0.792539
0.00348174
-0.329932
-1.02121
2.58012
-1.50454
1.32413
-4.15072
0.977466
2.35594
0.408674
2.89311
-0.766961
1.29841
-2.36008
1.89445
2.52708
1.36197
-3.223
0.592809
1.60449
2.42763
-0.768983
-3.80853
3.44669
-3.54369
3.50028
-1.56423
1.14893
-1.78111
5.55673
-2.96934
-0.66096
0.308392
2.27214
3.98304
0.926503
-0.0778038
-0.801716
-2.72134
4.44848
2.56561
1.67094
3.1255
1.02768
-0.770744
-3.08044
-0.69465
3.07473
0.535304
-5.97863
-1.09593
1.66136
1.0227
1.63449
-2.12406
2.89121
2.64206
-3.98377
-0.590662
-1.22167
-2.06117
-1.79973
-2.87472
1.17868
3.94242
-2.53377
0.502903
0.208384
-1.02083
-0.716054
4.21844
-2.83327
1.85682
-5.34285
-4.87286
-2.26334
0.589556
0.895898
-9.77264
-0.516283
3.80478
3.30172
0.403631
-1.19051
2.99116
2.92075
1.42958
-2.43721
0.564121
-0.256275
-3.73037
-1.90282
2.21938
-0.802625
4.60046
-0.237167
0.229531
0.955221
0.323966
0.0628781
-1.31518
-2.0264
3.21775
-5.91458
3.53357
1.70131
-1.70542
3.44168
0.226421
3.06089
0.928315
0.00189747
-1.06927
-2.12884
-1.8342
3.97253
-3.87631
1.61965
3.86965
0.611959
0.629194
-0.0822504
4.09538
0.6964
-1.44106
-3.00363
3.3887
2.01299
0.492862
1.62172
2.99072
-2.91051
4.67306
1.34009
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1.36143
3.23039
0.731747
1.0047
0.967388
3.71886
-0.748116
3.34287
1.86974
-7.01947
-2.10954
-1.84065
4.7218
1.02961
-0.431613
1.11501
2.64391
-1.24197
-2.46722
-1.24383
-3.0848
1.10757
-4.10857
3.36008
-2.64225
1.39626
-0.00299733
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0.79114
5.4752
-0.0665018
-1.87114
1.38373
-1.85086
0.211892
-4.69138
-0.448534
5.33223
2.79926
-2.55868
0.637602
-2.77415
-0.140981
1.88011
-1.74924
2.64146
3.52008
-2.46767
0.57672
3.66212
-5.01447
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1.25641
0.920752
1.55105
3.61504
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3.11464
1.33402
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2.7202
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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	'Sir Ronald Aylmer Fisher' @ fisher.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 & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268630&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]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268630&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268630&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	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.4603, z = -2.0252, p-value = 0.04285 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.4601, z = 1.5500, p-value = 0.1212 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 12.2674, p-value = 0.002169 alternative hypothesis: greater
> geary [1] 0.7994237

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.4603, z = -2.0252, p-value = 0.04285
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4601, z = 1.5500, p-value = 0.1212
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 12.2674, p-value = 0.002169
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7994237
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268630&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.4603, z = -2.0252, p-value = 0.04285
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.4601, z = 1.5500, p-value = 0.1212
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 12.2674, p-value = 0.002169
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7994237
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268630&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268630&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 = -0.4603, z = -2.0252, p-value = 0.04285 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.4601, z = 1.5500, p-value = 0.1212 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 12.2674, p-value = 0.002169 alternative hypothesis: greater
> geary [1] 0.7994237

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code