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Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationMon, 15 Dec 2014 21:17:56 +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/15/t1418678353c7ie86dzxicniql.htm/, Retrieved Sat, 18 May 2024 14:00:55 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269038, Retrieved Sat, 18 May 2024 14:00:55 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
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Estimated Impact81
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [Paper assumpt 2] [2014-12-15 21:17:56] [7919944b2c0818d4401807e8f8057775] [Current]
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Dataseries X:
-20.0738
-3.12194
5.56078
-10.8623
11.5367
-4.86228
-0.78058
-4.35753
-3.96804
22.7242
24.5031
-4.2277
17.2194
-6.59312
1.64247
10.7482
6.08959
-10.2277
0.983828
5.00789
14.0655
9.53671
8.43095
2.53671
1.08959
8.87806
-2.01617
2.87806
0.00789364
10.3252
-4.69888
-26.0162
3.45501
-7.146
2.08959
-11.5691
-4.46329
1.56078
-1.01617
3.66654
11.3492
-10.6989
-7.96804
-2.09787
-4.12194
-22.6989
-22.7806
14.3252
-1.09787
6.43095
9.30112
-4.88634
-1.25176
-1.88634
-7.54499
10.6425
10.1137
1.98383
-16.2518
0.772301
-6.88634
-3.88634
8.66654
0.983828
-16.2518
-7.99211
2.45501
-7.43922
9.64247
7.00789
-7.2277
-15.3335
0.902131
-1.33346
5.45501
17.2435
-8.2277
-21.5931
11.5848
-11.6748
-12.0979
12.7723
-20.1219
-2.46329
-4.2277
-1.35753
-6.91041
3.53671
-10.0979
5.66654
6.7723
4.40688
1.87806
-2.35753
0.560775
-18.7806
14.8781
-20.7806
-2.54499
11.5367
5.21942
2.87806
-10.3335
7.19535
3.43095
8.30112
-28.1219
5.08959
-1.67482
-0.886343
4.90213
-6.35753
6.7723
4.56078
8.43095
7.7723
5.47908
-32.7565
-7.67482
1.43095
2.79637
6.24349
1.6906
7.11366
6.32518
-0.78058
-0.732448
9.30112
-0.333462
0.878064
-15.3335
1.21942
16.5367
-0.886343
-2.54499
5.87806
-5.91041
7.98383
-17.9921
16.0079
-5.43922
-1.46329
3.53671
14.4791
-15.7565
-8.01617
12.6425
-5.69888
4.90213
0.878064
-4.17957
26.032
0.902131
1.45501
-0.0978694
1.79637
0.959761
5.45501
5.45501
-21.0979
14.5608
15.9021
22.0079
-0.463291
14.7964
-13.2277
-5.88634
3.43095
-6.65075
10.9021
5.82043
-3.2277
-4.35753
0.325183
15.0079
6.87806
22.7482
-0.439225
1.43095
6.34925
5.45501
-3.80465
-1.3094
-26.4392
-4.88634
-8.56905
0.349249
-10.6508
-3.12194
2.08959
-16.4392
6.56078
7.21942
7.43095
9.7723
-2.91041
-5.43922
9.74824
9.34925
10.7723
-10.3094
5.26755
-7.91041
-3.43922
-5.33346
13.6665
14.7869
16.9262
3.87806
-11.0162
-8.04024
-11.5691
-0.463291
-7.17957
2.7723
-11.3575
-6.80465
0.772301
1.53671
3.19535
-3.59312
-1.25176
1.58484
-13.545
-3.0738
3.98383
-8.56905
-1.78058
-0.59312
5.40688
2.90213
-7.91041
-4.01617
-4.88634
7.11366
6.53671
5.19535
-2.67482
10.7723
0.560775
7.51264
-6.35753
0.325183
7.00789
-0.357528
6.19535
-7.02567
10.4309
16.4309
-11.2758
4.66654
-2.65075
3.45501
-3.09787
-1.59312
-6.20363
-9.54499
8.87806
8.87806
-0.357528
-3.56905
-3.67482
-28.545
-11.7806
5.7723
-0.804646
6.06552
-2.91041
-6.3094
6.37332
-2.80465
-3.41516
9.66654
0.21942
0.796367
-10.5209
16.5126
12.3252
6.98383
2.19535
-10.2518
-0.0161724
3.43095
7.21942
-4.3094
1.53671
-7.78058
3.43095
5.82043
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3.21942
6.11366
-12.8046
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8.32518
-25.0162
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2.7723
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2.854
3.87806
3.40688
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1.45501
19.2194
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10.4309
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9.9262
7.08959
6.53671
6.51264
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3.43095
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8.95976
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12.4069
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11.9838
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1.66654
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14.3252
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1.53671
1.95976
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10.7723
-14.3335
9.79637
-2.67482
3.08959
1.34925
8.19535
-2.20363
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10.1954
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2.98383
10.7723
10.7723
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15.7242
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6.11366
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20.9262
11.6665
-0.146002
-2.46329




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269038&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=269038&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269038&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'Gwilym Jenkins' @ jenkins.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3350, z = -1.9891, p-value = 0.04668
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5944, z = 2.3288, p-value = 0.01987
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 16.6428, p-value = 0.0002432
alternative hypothesis: greater
> geary
[1] 0.7701523

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3350, z = -1.9891, p-value = 0.04668
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5944, z = 2.3288, p-value = 0.01987
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 16.6428, p-value = 0.0002432
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7701523
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=269038&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3350, z = -1.9891, p-value = 0.04668
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5944, z = 2.3288, p-value = 0.01987
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 16.6428, p-value = 0.0002432
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7701523
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=269038&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269038&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 = -0.3350, z = -1.9891, p-value = 0.04668
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 3.5944, z = 2.3288, p-value = 0.01987
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 16.6428, p-value = 0.0002432
alternative hypothesis: greater
> geary
[1] 0.7701523



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')