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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 13:02:33 +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/t1421586271nxenh7zm63eiplf.htm/, Retrieved Tue, 14 May 2024 11:16:16 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=274182, Retrieved Tue, 14 May 2024 11:16:16 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact57
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [] [2015-01-18 13:02:33] [0a6fc2c777821367d2239c664b701a36] [Current]
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Dataseries X:
-7.34659
-3.83393
0.601079
10.1708
-19.384
76.9922
5.5307
-40.6643
7.89237
17.2903
12.6761
19.6465
-22.8607
24.2146
-102.787
-22.1468
19.5158
-27.5133
32.8225
-23.6236
9.83643
4.60699
70.5428
50.2208
-0.610172
109.513
38.3844
-17.1329
9.89147
8.93507
-50.6089
6.24831
-15.4578
17.4048
-39.2381
-41.6349
5.69034
31.4039
20.6034
4.54633
-32.8318
5.29772
18.8812
21.0418
-34.8082
32.3313
-31.5422
-6.96524
-51.1887
-19.621
16.3293
-54.3249
11.0791
51.4231
-17.4376
-28.8304
23.0113
-6.31347
-53.8408
-12.2495
13.1904
8.39642
-42.7811
59.8085
36.2483
-29.8633
38.3825
76.0114
45.9664
-1.17613
21.4147
-26.7206
-36.2753
-1.78602
-12.253
2.56265
1.16142
9.31058
-27.9482
-35.9069
-16.4696
7.28922
-19.3588
1.19328
22.2468
0.588097
-19.1513
-32.8384
-19.9199
28.5582
-27.2895
20.3171
39.2813
-9.7313
-0.942376
9.60549
18.1714
-4.9384
-7.56233
12.84
-30.4868
-3.639
-17.8985
30.4074
-5.72721
-9.3317
-5.54115
-14.7961
-55.8251
-7.45031
7.46339
3.41547
-77.9853
-70.9246
25.0086
29.244
10.2707
-13.374
60.4465
27.8033
28.7837
-65.8301
18.4629
-89.4987
-19.6233
-11.2502
9.82813
-20.7817
40.6665
-28.5946
-10.6826
26.0439
-9.82614
-7.37667
-50.715
-40.8176
-1.70087
-99.8017
14.1375
-11.3701
-11.5852
43.864
32.0648
1.17527
15.5922
5.30727
0.309518
-25.6243
0.855347
45.826
34.6051
-22.2974
25.725
38.2554
-20.4191
5.13599
36.9151
-22.4416
17.9049
-14.7084
20.6995
4.38463
35.8517
-124.977
64.3234
-31.3808
22.9819
9.22512
7.16268
-6.14016
10.5282
19.031
40.8665
38.6731
38.6731
28.9975
-6.40377
23.1366
56.324
-81.4623
-6.58429
26.0776
19.8611
5.20928
57.0213
9.45682
7.45682
12.4568
16.3065
-34.724
-27.9697
33.4926
-10.2839
22.2461
-13.1051
-18.4536
9.35706
3.31778
-9.62075
18.7282
89.7837
-23.6847
13.0052
21.7361
-3.67581
-28.9609
-76.9933
-32.6912
49.3754
17.3415
-49.6868
25.4617
-21.8287
-12.7843
14.6583
-21.7871
9.07381
48.8847
-33.9381
10.7993
13.2289
-33.8785
-23.4321
7.38082
39.5195
-41.808
9.4401
1.73577
-11.3687
14.4103
36.7927
11.4415
3.58295
42.2508
-29.7848
-79.3484
-47.2454
22.0011
-55.9352
-1.49485
-25.0235
-28.1147
15.2404
64.3234
-1.89631
29.7924
31.3961
-13.8095
-7.75536
10.6631
12.0411
-54.9164
5.60625
-11.4533
36.1205
14.2016
-21.5212
-47.5903
11.8037
25.0071
-31.3808
-9.64807
7.74461
15.2404
8.14127
-17.6636
-23.8619
22.1111
24.4277
-35.2637
25.4359
-11.1429
9.01713
12.6079
19.19
-22.1745
21.192
-67.4088




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 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=274182&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=274182&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=274182&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'Gertrude Mary Cox' @ cox.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3724, z = -1.6625, p-value = 0.09641
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.2354, z = 3.0464, p-value = 0.002316
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.1064, p-value = 5.826e-06
alternative hypothesis: greater
> geary
[1] 0.7673213

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3724, z = -1.6625, p-value = 0.09641
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.2354, z = 3.0464, p-value = 0.002316
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.1064, p-value = 5.826e-06
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.7673213
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=274182&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = -0.3724, z = -1.6625, p-value = 0.09641
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.2354, z = 3.0464, p-value = 0.002316
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.1064, p-value = 5.826e-06
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.7673213
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=274182&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=274182&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 = -0.3724, z = -1.6625, p-value = 0.09641
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 4.2354, z = 3.0464, p-value = 0.002316
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 24.1064, p-value = 5.826e-06
alternative hypothesis: greater
> geary
[1] 0.7673213



Parameters (Session):
par1 = additive ; par2 = 12 ;
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')