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

Fri, 16 Dec 2016 13:50:42 +0100

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/2016/Dec/16/t1481892836jqrk3c9rf86esxc.htm/, Retrieved Fri, 03 May 2024 00:44:24 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=300231, Retrieved Fri, 03 May 2024 00:44:24 +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

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

-       [Skewness and Kurtosis Test] [] [2016-12-16 12:50:42] [85f5800284aab30c091766186b093bb4] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

1.81959869924217 
-424.182481902238 
982.126367215035 
-443.469688013495 
-124.543724020601 
905.565243760805 
-369.068185998129 
-610.542415567271 
224.920440105356 
-90.906479281496 
494.296568242983 
965.438171998555 
-874.77012021217 
-1069.48831539169 
826.810640713626 
-233.78842321269 
245.134798395307 
440.124434840481 
-396.932925730607 
-606.940837156401 
108.164204965346 
264.246551017138 
-437.311788209822 
158.443742357177 
266.567778264941 
-401.167534162863 
215.586894914934 
257.502262391382 
368.919081404413 
534.630183847417 
-509.4451372456 
-203.408444767309 
295.83356288032 
-87.5605395131323 
-232.301022423595 
-498.97579699056 
1114.64495046903 
-320.701006346935 
661.49901082161 
59.941747964257 
1351.5659629333 
1528.39460600648 
-149.085968031543 
-1221.26144146174 
-794.274895980181 
-103.496902791147 
-868.692673296767 
681.220823850048 
-433.488043717318 
-962.013413638896 
424.887901931027 
825.24277744526 
78.4673298639841 
1397.47169889676 
-1442.50978282351 
-1546.80331679107 
-226.894665148539 
379.538751659883 
1857.83400747958 
-446.355869075123 
-1568.77794928489 
167.938585966458 
428.170410768524 
-343.159407274692 
303.452554918201 
-78.1506225108246 
57.3097738617982 
931.801066018779 
452.904398071434 
1615.1933601357 
222.989509918305 
-293.439242983398 
-51.7803358092083 
424.263348487201 
1499.62769086299 
905.175292889048 
840.887772918152 
-1100.45966038415 
-1352.48659793188 
-1058.38821650997 
-456.885116372777 
-549.142020634142 
467.379329931667 
-130.899021646427 
267.340583027482 
1148.48671191028 
-731.571754788631 
-1029.75297599872 
-324.66187781802 
-516.604623086817 
188.34339647249 
1018.53005128869 
-101.712503033456 
1002.18498807366 
-587.819572568791 
-306.027235528954 
69.2500643383482 
-31.0236423551005 
81.0489852899614 
934.833858879623 
926.03288529268 
819.898058246919 
1163.01842348326 
671.288157078158 
-900.009921519025 
-358.876520897625 
1013.71404902715 
3466.4890882307 
-477.371720767647 
1512.11411223726 
3801.01533742529 
1809.77894406819 
-3012.02310550673 
2932.23933764365 
-2680.60929999324 
-139.102379827261 
-3241.48413136851 
1857.52138182241 
1884.71078737852 
2461.07046284699 
-46.1655267529586 
1118.00361960122 
4184.71432532587 
-2310.39859262761 
-1255.43558193539 
411.389977778972

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 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 time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300231&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]

0 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=300231&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300231&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	0 seconds
R Server	Big Analytics Cloud Computing Center

Skewness and Kurtosis Test
> agostino D'Agostino skewness test data: x skew = 0.4186, z = 1.9509, p-value = 0.05107 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.2956, z = 3.2751, p-value = 0.001056 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 31.347, p-value = 1.56e-07 alternative hypothesis: greater
> geary [1] 0.7156712

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.4186, z = 1.9509, p-value = 0.05107
alternative hypothesis: data have a skewness
 \tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.2956, z = 3.2751, p-value = 0.001056
alternative hypothesis: kurtosis is not equal to 3
 \tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 31.347, p-value = 1.56e-07
alternative hypothesis: greater
 \tabularnewline
> geary
[1] 0.7156712
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300231&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]> agostino
	D'Agostino skewness test
data:  x
skew = 0.4186, z = 1.9509, p-value = 0.05107
alternative hypothesis: data have a skewness
[/C][/ROW]
[ROW][C]> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 5.2956, z = 3.2751, p-value = 0.001056
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW]
[ROW][C]> jarque
	Jarque-Bera Normality Test
data:  x
JB = 31.347, p-value = 1.56e-07
alternative hypothesis: greater
[/C][/ROW]
[ROW][C]> geary
[1] 0.7156712
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=300231&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300231&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 = 0.4186, z = 1.9509, p-value = 0.05107 alternative hypothesis: data have a skewness
> anscombe Anscombe-Glynn kurtosis test data: x kurt = 5.2956, z = 3.2751, p-value = 0.001056 alternative hypothesis: kurtosis is not equal to 3
> jarque Jarque-Bera Normality Test data: x JB = 31.347, p-value = 1.56e-07 alternative hypothesis: greater
> geary [1] 0.7156712

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