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R Software Module

rwasp_skewness_kurtosis.wasp

Title produced by software

Skewness and Kurtosis Test

Date of computation

Sat, 10 Dec 2016 15:44:22 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2016/Dec/10/t1481381077vllr5knjgk74cqn.htm/, Retrieved Mon, 06 May 2024 04:11:38 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=298691, Retrieved Mon, 06 May 2024 04:11:38 +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] [] [2016-12-10 14:44:22] [73c8181f60882f9827d3eab75df83592] [Current]

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-0.2337
0.8461
1.141
0.2904
0.1654
0.7785
3.436
0.9214
0.08464
0.02054
1.358
-0.5937
0.6834
0.097
0.7983
1.924
0.9491
-2.063
1.205
1.165
-0.7922
0.3784
-0.6493
1.354
-0.9899
1.044
-0.5605
1.31
-0.1312
-1.477
-1.979
0.783
-0.5453
0.395
-0.05395
-0.2328
-0.3732
2.375
-1.131
-0.00416
-0.8666
-1.334
-0.9791
-0.3413
0.4148
-0.7757
-2.795
0.2028
0.6391
-0.3679
-3.684
-0.1934
-2.649
0.461
1.982
0.4704
-0.7705
-0.4467
1.374
0.2078
1.405
-0.8562
-1.289
1.467
-1.554
-1.741
1.019
0.2541
-2.248
-2.585
0.9886
0.04954
0.2295
-1.045
1.097
2.499
0.3784
-3.803
0.2048
1.297
1.233
3.869
0.6703
2.144
-0.07562
1.016
-0.6277
1.354
0.2295
0.07858
0.04414
0.3784
1.911
1.542
-0.9401
1.81
-0.6463
-3.153
0.421
0.7167
-0.6493
0.3507
0.7331
-2.561
-0.3166
-1.833
3.656
0.9214
0.5853
1.321
-0.4269
-1.564
-0.3837
-0.7706
0.4395
-0.7705
0.3556
-0.01455
0.6557
0.4178
0.2904
-0.3474
-1.212
0.4704
1.875
-0.99
-2.867
0.6804
0.4862
-1.773
1.206
0.02054
-2.317
-1.289
0.3754
-2.432
1.297
-1.767
2.811
-0.4767
0.3507
-1.498
-0.8003
0.6557
-0.5575
-3.02
-0.6216
0.5947
-2.439
1.64
2.418
0.5967
2.436
-2.038
-1.067
0.08499
-0.8566
0.4425
-2.77
2.278

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=298691&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

1 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=298691&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298691&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	1 seconds
R Server	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.17974, z = -0.96082, p-value = 0.3366 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.24290, z = 0.86315, p-value = 0.3881 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.255, p-value = 0.5339 alternative hypothesis: greater
> geary [1] 0.7766769

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.17974, z = -0.96082, p-value = 0.3366
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.24290, z = 0.86315, p-value = 0.3881
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.255, p-value = 0.5339
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7766769
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=298691&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = -0.17974, z = -0.96082, p-value = 0.3366
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.24290, z = 0.86315, p-value = 0.3881
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 1.255, p-value = 0.5339
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7766769
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=298691&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=298691&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 = -0.17974, z = -0.96082, p-value = 0.3366 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.24290, z = 0.86315, p-value = 0.3881 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 1.255, p-value = 0.5339 alternative hypothesis: greater
> geary [1] 0.7766769

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