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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, 01 Sep 2013 17:22:57 -0400
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2013/Sep/01/t1378070635r12hz3l9tih4fji.htm/, Retrieved Sun, 28 Apr 2024 07:26:10 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=211351, Retrieved Sun, 28 Apr 2024 07:26:10 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact163
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [Skewness & Kurtos...] [2013-09-01 21:22:57] [fdf04581419cad8ac3c4738d3a3192f5] [Current]
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Dataseries X:
315,71
317,45
317,5
317,12
315,86
314,93
313,2
312,6
313,33
314,67
315,62
316,38
316,71
317,72
318,29
318,16
316,55
314,8
313,84
313,26
314,8
315,59
316,43
316,97
317,58
319,02
320,02
319,59
318,18
315,91
314,16
313,83
315
316,19
316,93
317,7
318,54
319,48
320,58
319,77
318,58
316,79
314,8
315,38
316,1
317,01
317,94
318,55
319,68
320,63
321,01
320,55
319,58
317,4
316,26
315,42
316,69
317,7
318,74
319,08
319,86
321,39
322,24
321,47
319,74
317,77
316,21
315,99
317,12
318,31
319,57
320,08
320,75
321,8
322,24
321,89
320,44
318,7
316,7
316,79
317,79
318,71
319,44
320,44
320,89
322,13
322,16
321,87
321,39
318,8
317,81
317,3
318,87
319,42
320,62
321,59
322,39
323,87
324,01
323,75
322,4
320,37
318,64
318,1
319,78
321,08
322,06
322,5
323,04
324,42
325
324,09
322,55
320,92
319,31
319,31
320,72
321,96
322,57
323,15
323,89
325,02
325,57
325,36
324,14
322,03
320,41
320,25
321,31
322,84
324
324,42
325,64
326,66
327,34
326,76
325,88
323,67
322,38
321,78
322,85
324,12
325,03
325,99
326,87
328,14
328,07
327,66
326,35
324,69
323,1
323,16
323,98
325,13
326,17
326,68
327,18
327,78
328,92
328,57
327,34
325,46
323,36
323,56
324,8
326,01
326,77
327,63
327,75
329,72
330,07
329,09
328,05
326,32
324,93
325,06
326,5
327,55
328,55
329,56
330,3
331,5
332,48
332,07
330,87
329,31
327,51
327,18
328,16
328,64
329,35
330,71
331,48
332,65
333,15
332,13
330,99
329,17
327,41
327,21
328,34
329,5
330,68
331,41
331,85
333,29
333,91
333,4
331,74
329,88
328,57
328,35
329,33
330,58
331,66
332,75
333,46
334,78
334,79
334,05
332,95
330,64
328,96
328,77
330,18
331,65
332,69
333,23
334,97
336,03
336,82
336,1
334,79
332,53
331,19
331,21
332,35
333,47
335,09
335,26
336,62
337,77
338
337,98
336,48
334,37
332,33
332,4
333,76
334,83
336,21
336,64
338,13
338,96
339,02
339,2
337,6
335,56
333,93
334,12
335,26
336,77
337,8
338,28
340,04
340,86
341,47
341,26
339,34
337,45
336,1
336,05
337,21
338,29
339,36
340,51
341,57
342,56
343,01
342,52
340,71
338,51
336,96
337,13
338,58
339,91
340,92
341,69
342,87
343,83
344,3
343,42
341,85
339,82
337,98
338,09
339,24
340,67
341,42
342,67
343,45
345,08
345,76
345,32
343,93
342,08
340
340,12
341,35
342,89
343,87
344,59
345,29
346,59
347,36
346,8
345,37
343,06
341,24
341,54
342,9
344,36
345,08
345,89
347,49
348,02
348,75
348,19
346,49
344,7
343,04
342,92
344,22
345,61
346,42
346,95
347,88
349,57
350,35
349,7
347,78
345,89
344,88
344,34
345,67
346,89
348,2
348,55
349,56
351,12
351,84
351,45
349,77
347,62
346,37
346,48
347,8
349,03
350,23
351,58
352,22
353,53
354,14
353,64
352,53
350,42
348,84
348,94
349,99
351,29
352,72
353,1
353,64
355,43
355,7
355,11
353,79
351,42
349,83
350,1
351,26
352,66
353,63
354,72
355,49
356,1
357,08
356,11
354,67
352,67
351,05
351,36
352,81
354,21
354,87
355,67
357
358,4
359
357,99
355,96
353,78
352,2
352,22
353,7
354,98
356,08
356,84
357,73
358,91
359,45
359,19
356,72
354,77
352,8
353,21
354,15
355,39
356,76
357,17
358,26
359,17
360,07
359,41
357,36
355,29
353,96
354,03
355,27
356,7
358,05
358,8
359,67
361,13
361,48
360,6
359,2
357,23
355,42
355,89
357,41
358,74
359,73
360,61
361,6
363,05
363,62
363,03
361,55
358,94
357,93
357,8
359,22
360,42
361,83
362,94
363,91
364,28
364,93
364,7
363,31
361,15
359,41
359,34
360,62
361,96
362,81
363,87
364,25
366,02
366,47
365,37
364,1
361,89
360,05
360,49
362,21
364,12
365
365,82
366,95
368,42
369,33
368,78
367,59
365,81
363,83
364,18
365,36
366,88
367,97
368,83
369,46
370,77
370,66
370,1
369,1
366,7
364,61
365,17
366,51
367,86
369,07
369,32
370,38
371,63
371,32
371,51
369,69
368,18
366,87
366,94
368,27
369,62
370,47
371,44
372,39
373,32
373,77
373,13
371,51
369,59
368,12
368,38
369,64
371,11
372,38
373,08
373,87
374,93
375,58
375,44
373,91
371,77
370,72
370,5
372,19
373,71
374,92
375,63
376,51
377,75
378,54
378,21
376,65
374,28
373,12
373,1
374,67
375,97
377,03
377,87
378,88
380,42
380,62
379,66
377,48
376,07
374,1
374,47
376,15
377,51
378,43
379,7
380,91
382,2
382,45
382,14
380,6
378,6
376,72
376,98
378,29
380,07
381,36
382,19
382,65
384,65
384,94
384,01
382,15
380,33
378,81
379,06
380,17
381,85
382,88
383,77
384,42
386,36
386,53
386,01
384,45
381,96
380,81
381,09
382,37
383,84
385,42
385,72
385,96
387,18
388,5
387,88
386,38
384,15
383,07
382,98
384,11
385,54
386,92
387,41
388,77
389,46
390,18
389,43
387,74
385,91
384,77
384,38
385,99
387,26
388,45
389,7
391,08
392,46
392,96
392,03
390,13
388,15
386,8
387,18
388,59




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 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 & 2 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=211351&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]2 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=211351&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=211351&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 time2 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = 0.2963, z = 1.9877, p-value = 0.04684
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.8824, z = -15.7012, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 42.2047, p-value = 6.845e-10
alternative hypothesis: greater
> geary
[1] 0.8665247

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 0.2963, z = 1.9877, p-value = 0.04684
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.8824, z = -15.7012, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 42.2047, p-value = 6.845e-10
alternative hypothesis: greater
\tabularnewline
> geary
[1] 0.8665247
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=211351&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 0.2963, z = 1.9877, p-value = 0.04684
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.8824, z = -15.7012, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
[/C][/ROW] [ROW][C]
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 42.2047, p-value = 6.845e-10
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] 0.8665247
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=211351&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=211351&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 = 0.2963, z = 1.9877, p-value = 0.04684
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 1.8824, z = -15.7012, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = 42.2047, p-value = 6.845e-10
alternative hypothesis: greater
> geary
[1] 0.8665247



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')