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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 computationSun, 18 Jan 2015 18:26:46 +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/2015/Jan/18/t1421605636f6ldo1536gaesil.htm/, Retrieved Tue, 14 May 2024 18:14:07 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=274283, Retrieved Tue, 14 May 2024 18:14:07 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact47
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Two-Way ANOVA] [] [2010-11-02 14:42:14] [b98453cac15ba1066b407e146608df68]
- RMP   [Two-Way ANOVA] [] [2014-10-21 08:34:19] [32b17a345b130fdf5cc88718ed94a974]
- RMPD      [Skewness and Kurtosis Test] [] [2015-01-18 18:26:46] [138e2467cf1c89ca2583ec64b039d8e8] [Current]
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Dataseries X:
24.2746
17.4101
11.8538
0.978514
-7.88549
-10.0128
-8.8715
-7.2185
-6.19789
-5.11901
-2.48917
-1.63545
-0.860008
-0.129367
0.158873
3.04768
4.15864
6.16128
7.31224
11.041
12.5992
12.6877
12.0529
11.7015
12.1628
11.6596
4.17645
4.42985
6.23741
8.84713
4.70433
-0.55152
0.286557
0.451796
0.550475
0.765675
4.15724
1.6418
2.9186
7.17232
5.48752
4.91404
2.29448
2.25892
4.35532
4.85248
7.4816
12.9411
13.4
16.6595
17.3377
17.2442
17.1725
15.9128
15.889
15.3148
14.58
18.261
21.5627
18.3211
17.6514
13.5761
16.6364
16.4947
15.3085
14.6788
14.5688
13.1047
12.556
19.1425
17.7277
15.9915
14.2784
12.5826
11.0681
13.8749
13.6339
12.4618
11.4559
9.54733
12.7466
12.9942
11.9705
11.1097
9.58117
6.65297
6.31225
6.00985
5.31573
3.71233
1.46857
3.14925
3.33513
1.66997
1.20961
1.70721
0.267209
-2.01759
-0.696552
-3.66863
-6.24071
-4.69691
-6.79863
-7.06215
-4.91527
-7.08491
-3.50527
-1.40055
-1.34027
-14.5747
-5.45162
-2.18929
-0.126933
-0.295252
0.0932693
2.22067
5.75972
5.0428
5.11216
3.4856
2.74004
3.472
3.46744
4.578
5.79752
4.86164
4.36884
5.85113
3.74877
3.4954
8.41421
8.26865
5.63741
7.47569
7.54629
6.26881
6.09913
4.84773
1.67884
1.41017
-0.314994
0.646405
3.96852
1.6396
0.647243
-4.77988
-5.31576
-0.926
-3.92352
-3.21248
-5.3224
-5.35144
-4.91292
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0.538884
-2.01728
-3.22248
-6.33
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-10.1987
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-14.3183
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-12.7947
-14.0123
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-7.30339
-7.66271
-6.08799
-6.85831
-8.92859
-10.7606
-3.88335
16.148
14.9508
13.5932
12.8371
-8.68225
-20.1086
-5.30935
-2.48143
-3.62311
-4.97911
-7.38495
-3.81758
-2.46534
-2.59158
0.901499
-2.26058
-3.3489
-7.66266
-7.63446
-7.31602
-5.80678
-4.20789
-5.75089
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-2.86541
-5.17889
-2.16797
-3.16453
1.11539
16.633
20.1157
22.346
24.0477
15.6339
11.0146
29.5688
68.1197
47.764
66.4174
57.7879
13.0998
5.29301
1.86949
2.26849
-0.277146
10.9609
14.4456
22.8821
6.18766
9.88342
0.599863
1.53595
2.93455
3.52963
-2.60221
-1.05513
4.94691
7.00755
6.08719
3.36787
3.23035
2.02275
-0.397209
1.67855
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0.0567148
12.0143
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10.0684
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23.1469
15.3168
5.80736
7.22252
2.19983
0.412679
1.76164
6.74756
3.66408
3.19748
14.8327
23.8385




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 1 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=274283&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]1 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=274283&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=274283&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 time1 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = 0.8757, z = 3.9862, p-value = 6.715e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 6.7696, z = 6.1288, p-value = 8.852e-10
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 259.1542, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.7377957

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.8757, z = 3.9862, p-value = 6.715e-05
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 6.7696, z = 6.1288, p-value = 8.852e-10
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 259.1542, p-value < 2.2e-16
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7377957
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=274283&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 0.8757, z = 3.9862, p-value = 6.715e-05
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 6.7696, z = 6.1288, p-value = 8.852e-10
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 259.1542, p-value < 2.2e-16
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7377957
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=274283&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=274283&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 = 0.8757, z = 3.9862, p-value = 6.715e-05
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 6.7696, z = 6.1288, p-value = 8.852e-10
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 259.1542, p-value < 2.2e-16
alternative hypothesis: greater
> geary
[1] 0.7377957



Parameters (Session):
par1 = 98 ; par2 = 13.0309278350515 ; par3 = 13 ; par4 = 0.05 ;
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')