Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

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

Tue, 13 Dec 2011 11:01:14 -0500

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/2011/Dec/13/t1323792087w3jhjeraizhwwan.htm/, Retrieved Thu, 02 May 2024 22:25:49 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=154457, Retrieved Thu, 02 May 2024 22:25:49 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

159

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

-       [Skewness and Kurtosis Test] [] [2011-12-13 16:01:14] [d76b387543b13b5e3afd8ff9e5fdc89f] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

-0.00967807225396911
0.0164794475686852
-0.0493088546156912
0.0623910888579425
0.000132222601049234
-0.0358626166041775
0.0369673031192541
0.0298942595267861
0.0355112629150787
0.0111321176091666
-0.0781042857731448
0.0261057023165929
0.00307483824813377
-0.0420024174185996
-0.0208676882873148
-0.0266004373587862
-0.0568038435442881
0.065436780027782
0.00238463495985452
-0.00825154867103116
0.000414157973718616
0.0288316205165907
-0.0668393987647476
0.00881630884710465
0.0382784321172755
-0.0282024152664003
-0.0394948185284319
0.00200053433495244
0.00876338104684245
-0.0299787630286529
0.130483120226793
-0.062358132657011
-0.00454931899612576
0.0169613964240008
-0.10099816781895
0.0364731742345563
0.0294077928772225
-0.0432878993879228
0.0790838432631322
-0.026678537555161
0.057759207995161
0.0381719954027447
-0.0386085876455873
-0.0662532326229567
0.00125663388372025
-0.0237896829347677
0.0118585270330474
0.0872488471580152
0.0203414310391486
0.00243796966088249
-0.0150303702193275
-0.0864771206778074
-0.0668164373916027
-0.0599920656599981
-0.0379226206980389
-0.0384684379250221
0.0105142198917544
0.0114791571000179
0.0138907732499689
0.049019849841956
-0.0524321217243687
-0.0297142522694878
0.13152746375791
-0.0269070459500943
0.142710108469853
-0.00294016994823054
0.0519447136166207
0.0974654499260434
0.0254668642091284
-0.0385218915308106
0.0213633912218578
-0.149862957988217
0.0669300736408377
0.00991602128092244
-0.0551434053187877
0.0469384389973022
0.0833015317164275
-0.00824036942070868
0.0394468776102158
0.0445173131838165
-0.00338699144228222
0.0408989611422278
-0.13799572408857
-0.0674472299233161
0.0292338556652686
0.0731970881059153
0.00166922539064377
-0.0171425517298409
-0.07395867811426
0.0464227393699168
0.00402911460525484
-0.0142478481771155
0.00617669658639961
0.0802719169156852
-0.0486739855187096
-0.0462598029393819
0.0207937712480272
0.100838459337869
-0.0455794766120341
-0.0199421029609104
-0.0432501181130898
0.00600525149546866
0.000459206793824974
0.0264489507849348
0.0361988679067562
-0.0198816712875626
-0.0529133984191794
0.0301295425071409
0.0345035334552978
-0.093700219755961
-0.0212421374268539
0.00333810603143845
-0.0356836941939651
0.0765106384597775
-0.0439032190775773
-0.0359834018083077
-0.0595190437511208
0.00914620025297714
-0.0546820386215433
-0.0391280871004685
-0.0730110502761489
-0.0751741197149775
0.00454308220286228
0.0700205810336228
-0.0684707117737271
-0.0607199860519776
0.0190793364609511
0.0273705293887626
0.00332590397529746
0.0579765274731335
0.00861571873998509
-0.0409856626251963
0.111891022774118
0.0480725451038907
-0.0224231354331285
0.0221459129333183
0.0519941362581379
-0.0971441153847536
-0.0147502049734464
-0.00370776581399225
-0.0334306104251128
-0.00305513632125687
0.00739804265481421
0.003757167077047
0.0549531737140726
0.0285572361563691
-0.0305502704529807
0.0498625368870577
0.00638089118971285
0.0133403360894268
-0.00351178834950004
0.0401467713268246
-0.0337031054945962
0.0662383527004434
-0.0442220061649935
-0.0257388212718188
0.00890029777935945
0.0491913465179322
0.00876480140854264
-0.0422533575694065
-0.00630098606109935
0.00462004186066266
-0.00184169880813713
0.0120076159118765
-0.0344475575086681
-0.0259044946447544
-0.0215445098798978
0.0847607149261971
-0.00358977299213569
-0.0999129690596764
-0.0025393883357753
0.0256388150832419
0.0422795322838633
0.00249647042366491
-0.038667661175684
-0.0594903122792517
-0.00184707229344824
0.0231875242792856
0.00500355578282182
0.0174285490026581
-0.0247221749008214
0.0381087387846465
0.0651885711846456
-0.0201828076642566
-0.102379065325941
-0.0613212668244072
-0.0769530841360964
-0.00754907390749868
-0.00721265066093667
0.0341660102101642
0.0324629626283054
0.0781445448938625
-0.0499298587347465
-0.0647420942571524
0.0616160956544506
-0.0462380725926173
-0.00724278766724718
0.0209099979331816
-0.0672194271004286
-0.0253337043598737
-0.0387610188486571
-0.0261243408647545
0.100868563211666
0.0139206879946707
0.0280377603746164
0.124373272365651
0.00262467405664797
-0.0108298919678488
0.121467931999855
-0.11799537493624
-0.0898834548703263
-0.0182908603039986
0.0519662543645733
0.0213121339743543
0.10258129243322
0.0232987413633724
0.0871974260417139
-0.0620241839476147
-0.0278072786207308
0.0205548626376498
0.00842698753222575
0.00634782736992775
-0.000323723277797125
-0.0135295322525721
-0.0531324255186402
0.0616050594411241
-0.0415291714905977
-0.0330351208048202
0.00271223839271996
-0.0161728109117079
-0.0257617895900398
0.0531304944040345
-0.000898071490354605
0.0277379768074839
0.025760491589018
-0.0214048057075596
0.0218357969464296
-0.0274900220068941
0.0590872595169751
-0.0183884730400138
-0.0429301008542208
-0.0140570864334416
0.0614251603991743
0.0272501326274476
-0.0751306404601553
-0.0114025763964102
-0.0370243275439097
0.0469384464027468
-0.0874661829794661
-0.125199781431127
0.00949103091698922
-0.104964362749429
-0.0128372500025184
0.0628625633248372
0.0512191287212
0.0488629896422712
-0.0601806261355558
0.0702325422578396
-0.0457100874342766
0.0150136771132638
-0.0148784376946774
0.0391935706820174
-0.0429302699036352
0.0547951870985365
0.0229279477260116
-0.00305074821016826
-0.052612129155247
-0.0612380129030175
0.0291333969024028
-0.035766872379565
0.0515182429604698
0.0575007811914207
-0.0956391644257092
-0.0310621851330726
-0.0266861049440111
0.086429345789821
0.00612518264723043
0.0413867803216647
-0.111396981790242
0.0402579657238619
-0.0624434760713596
0.0283584330495578
-0.0464069850909755
0.0413615672394929
8.71151358336899e-06
0.0190079756262806
-0.0173238688585832
0.0373119045308184
0.0475573330043838
0.0159309668831553
-0.00724224453037836
0.00141311737007508
-0.00345470450991777
-0.0811766963978564
-0.018042837020344
-0.0216488820259622
-0.00112695746675114
-0.0311674309855105
0.0133222739740339
-0.0165907680226611
0.0675094413401446
-0.0478143403116901
0.0028291553755268
0.0643563519388242
-0.0547827569732861
0.0251257632796759
0.00180691780057035
0.0102767758220554
-0.0762073980308939
0.0166789016434843
0.00522402332046418
0.0865828730221598
-0.125955213847459
0.0579997141940636
0.00175363164745854
-0.0248436617079278
-0.0527063124468034
-0.0249139100479721
0.0125363398435478
0.00445924867400115
-0.00930802711067346
-0.0770688524047538
-0.0688127953953304
0.055641706709909
0.149614214022418
0.0351425967608936
-0.0176225208025626
-0.0873678386284293
0.0178862043627621
0.00818868897988604
0.00738843955582733
0.0199814049896221
-0.0539843674035435
-0.17596198603474
-0.0138426359171678
-0.0116143728111087
-0.0781671833404467
-0.0221919472134097
-0.0970326562498361
-0.0503689728542387
-0.0459153966223513
-0.128365270603902
0.000354679253809962
-0.0487408259663317
-0.0214678400359427
-0.101509439427172
-0.0338797882671905
-0.0249970414533509
0.00462077163238824
-0.012683998384258
0.0355538644954303
0.0382223359685665
0.0303739054565871
0.0558858899714574
0.057498775184361
0.0713630298436631
-0.0494491939481512
-0.00364379664703946
-0.0878598351347062
-0.0761179261427965
-0.0203467280893482
-0.0348615870835137
-0.0272857565412655
0.00233886450190081
0.103479389319469
-0.0124244024279008
-0.0162644568206392
-0.0392750181813102
0.00567775785918443

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	'AstonUniversity' @ aston.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 & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154457&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]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154457&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154457&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	'AstonUniversity' @ aston.wessa.net

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = -0.0135, z = -0.0709, p-value = 0.9435 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.3597, z = 1.4244, p-value = 0.1543 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2.0008, p-value = 0.3677 alternative hypothesis: greater
> geary [1] 0.7791582

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0135, z = -0.0709, p-value = 0.9435
alternative hypothesis: data have a skewness 
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.3597, z = 1.4244, p-value = 0.1543
alternative hypothesis: kurtosis is not equal to 3 
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 2.0008, p-value = 0.3677
alternative hypothesis: greater 
 \tabularnewline
> geary
[1] 0.7791582
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=154457&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x 
skew = -0.0135, z = -0.0709, p-value = 0.9435
alternative hypothesis: data have a skewness 
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x 
kurt = 3.3597, z = 1.4244, p-value = 0.1543
alternative hypothesis: kurtosis is not equal to 3 
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x 
JB = 2.0008, p-value = 0.3677
alternative hypothesis: greater 
[/C][/ROW]
[ROW][C]> geary
[1] 0.7791582
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=154457&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=154457&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 = -0.0135, z = -0.0709, p-value = 0.9435 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 3.3597, z = 1.4244, p-value = 0.1543 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 2.0008, p-value = 0.3677 alternative hypothesis: greater
> geary [1] 0.7791582

Parameters (Session):

par1 = FALSE ; par2 = 0.2 ; par3 = 1 ; par4 = 1 ; par5 = 12 ; par6 = 3 ; par7 = 1 ; par8 = 2 ; par9 = 1 ;

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