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Author*The author of this computation has been verified*
R Software Modulerwasp_skewness_kurtosis.wasp
Title produced by softwareSkewness and Kurtosis Test
Date of computationWed, 20 Dec 2017 00:02:59 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/20/t1513724647rljja8xmo0kagyc.htm/, Retrieved Tue, 14 May 2024 17:17:43 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310427, Retrieved Tue, 14 May 2024 17:17:43 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact86
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Skewness and Kurtosis Test] [S&K price] [2017-12-19 23:02:59] [906db62ac77b324063fa7e908483789b] [Current]
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Dataseries X:
696688,604651165
352705,439528025
319574,638709679
477423,742857145
367801,886792454
274864,902439025
268557,456896553
278133,333333334
295714,876033059
248817,238095239
269479,037037038
339098,412698414
282146,621621623
276913,437500001
299348,974576272
286877,061728396
294213,424657535
274111,111111112
273200
254486,301369864
241181,44329897
242297,647058824
231933,287234043
304091,452991454
227886,363636364
206437,500000001
203580,645161291
189857,142857144
186250,62295082
202128,648648649
159677,419354839
205985,294117648
138800
184500
233863,636363637
247600
NA
NA
180545
195693,367816093
186400
195004,925925927
173002,344827587
768799,666666669
396408,351398603
333012,196473553
450103,638211384
402611,020833335
329363,597826088
307309,390243904
307136,375000001
337954,417475729
298323,513513515
321571,42857143
379975,988212182
342990,655405407
305157,674329503
367618,938271606
312401,407079647
314522,227272728
295640,170731708
300461,333333334
294039,740458016
260929,465909092
236330,319148937
237333,042968751
348898,986595175
268294,642857144
233048,492063493
246930,500000001
211025,742857144
219798,310810812
209255,319148937
199053,40909091
240813,197674419
191339,344262296
191263,861111112
296692,307692309
180113,636363637
219879,62962963
200283,333333334
183236,437500001
230024,657534247
199255,400000001
201685,129870131
185738,500000001
1204779,82142858
486519,701639346
367067,984189725
674273,195876291
468263,157894739
393096,42857143
371882,68478261
333584,363636365
355567,307692309
376638,666666668
NA
410573,558359623
388078,065420562
333090,123076924
403567,45982143
380060,144927538
374110,402597404
352891,17647059
319904,323529413
353421,065934067
280325,088983052
284952,550724639
273109,56115108
387253,962655603
311362,150000001
271336,734693879
286554,320987655
230462,500000001
260264,555555556
232095,536842106
220546,428571429
254369,361581922
220285,185185186
184526,666666667
352437,500000001
237241,666666668
250652,828571429
217147,482142858
216206,475409837
262783,342592594
264145,833333334
221150
220755,405405406
1725140,62500001
587732,690391461
443836,50628931
751042,188888892
NA
446450,980392158
534854,109589043
417337,410256412
519213,79310345
428684,923076925
363979,142857144
551485,576374747
415876,173076925
397172,222222224
584141,385786804
484789,347222224
465323,011904764
485237,500000002
395078,211538463
391279,371428573
346927,672955976
293548,281250001
305482,880000001
502349,132911394
433811,083333335
348089,042553193
296546,610169493
307426,896551725
312584,745762713
291063,87878788
254937,461538462
302153,183333334
231501,216216217
198328,846153847
410200
291942,951219513
246704,545454546
243267,346938776
225874,137931035
345577,777777779
313323,529411766
281908,711864408
260971
304505,127071824
215470,671171172
235716,238095239
218653,65669989
187151,593846155
156507,142857143
223999,934337999
164842,031914894
152397,273504274
148576
139074,588
100315,217391305
205566,6179402
213880,952380953
132200
183335,525547446
108692,307692308
134448,275862069
167510
116715,85
166988,01923077
152346,428571429
123397,435897436
161304,487179488
144800
106275,757575758
86722,2222222225
146338,235294118
124256
124450,083333334
103384,615384616
78092,5200000003
129619,047619048
120547,775956285
121774,193548388
108406,230769231
97578,9523809527
124246,785714286
97294,016393443
93838,7096774197
100456,521739131
85212,3243243246
88542,172727273
419029,581901491
245263,78997462
249489,736547086
247720,680939638
222739,553339981
198559,529850747
254770,846946868
192198,51458886
182138,747076024
171772,493273543
178771,545876888
162862,712230216
250599,05612245
190272,042553192
178501,398843931
200223,269662922
167838
172913,36673774
157965,400000001
163252,977777778
193686,886543536
173217,90909091
154679,29842932
234845,122015916
169130,586387435
123144,103448276
106043,209876544
176683,016393443
144578,571428572
139844,255813954
129712,65942029
116036,626506025
154395,34883721
149122,333984376
130421,894736843
139168,27898359
127374,153284672
134713,946745563
130189,540630183
130028,343457944
107868,767068273
102978,721311476
107305,550239235
570154,759259261
280834,195933458
257401,819505096
287594,523892269
250749,303904925
223133,143292684
260657,504213484
239199,355608593
225938,550116551
212532,902439025
208340,590538337
184152,325102881
259620,32857143
232675,884615385
202237,307189543
226747,734463278
202433,040404041
206617,708463951
176421,022556392
192922,89608637
190188,429752067
193396,518867925
177340,702054795
258227,678004536
175371,081012659
149076,923076924
133719,117647059
213398,41509434
167209,048192772
157016,666666667
146969,277227723
135344,090909091
161780,606666667
170496,106250001
155032,68627451
160577,255659122
146648,419161677
146194
154064,405844156
149563,513157895
121971,904761905
128148,687747036
127362,026722926
675784,354838712
293262,911051214
248916,903890161
312587,818991099
259544,269961978
226855,351851853
268128,913357402
257471,288732395
242785,803921569
222969,387500001
219032,377483444
208784,750000001
275275
244401,111111112
217052,848101267
231508,301369864
203027,346938776
228718,824175825
197185,51724138
208909,875576038
199909,575609757
199154,32900433
190190,61904762
276288,987603307
188839,647928995
148092,787878788
146304,347826087
247008,461538462
185958,238805971
163739,090909091
167317,307692308
148669,250000001
183875,339130435
207199,875000001
170844,444444445
199296,824615385
150692,298245615
152465,506329114
172008
177301,525000001
149796,656000001
150577,433179724
149494,747081713
427927,700000002
353345,77922078
289408,575757577
405286,972602741
348284,020618558
283750,11594203
331440,867256638
332993,261904763
338918,91891892
287036,842105264
299266,058139536
281497,594339624
336326,606557378
457237,333333335
317777
300930
268893,090909092
277078,214285715
276275,652173914
288352
235477,428571429
229799,285714287
246401,105263159
374510,177966103
254836,180904524
207863,160000001
171177,419354839
285483,333333334
225083,265306123
201556,744680852
224169,047619048
183288,884615385
241385,576923078
265201,839622642
214480,183908047
269347,556701032
225812,44871795
230992,475609757
248674,016393443
180400
193260,066666667
188882,025316456
206357,160000001




Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R ServerBig 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 time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310427&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]1 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=310427&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310427&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 Outputview raw output of R engine
Computing time1 seconds
R ServerBig Analytics Cloud Computing Center







Skewness and Kurtosis Test
> agostino
	D'Agostino skewness test
data:  x
skew = 4.3476, z = 16.0450, p-value < 2.2e-16
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 38.101, z = 11.688, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
> geary
[1] NA

\begin{tabular}{lllllllll}
\hline
Skewness and Kurtosis Test \tabularnewline
> agostino
	D'Agostino skewness test
data:  x
skew = 4.3476, z = 16.0450, p-value < 2.2e-16
alternative hypothesis: data have a skewness
\tabularnewline
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 38.101, z = 11.688, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
\tabularnewline
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
\tabularnewline
> geary
[1] NA
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=310427&T=1

[TABLE]
[ROW][C]Skewness and Kurtosis Test[/C][/ROW]
[ROW][C]
> agostino
	D'Agostino skewness test
data:  x
skew = 4.3476, z = 16.0450, p-value < 2.2e-16
alternative hypothesis: data have a skewness
[/C][/ROW] [ROW][C]
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 38.101, z = 11.688, 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 = NA, p-value = NA
alternative hypothesis: greater
[/C][/ROW] [ROW][C]
> geary
[1] NA
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=310427&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310427&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 = 4.3476, z = 16.0450, p-value < 2.2e-16
alternative hypothesis: data have a skewness
> anscombe
	Anscombe-Glynn kurtosis test
data:  x
kurt = 38.101, z = 11.688, p-value < 2.2e-16
alternative hypothesis: kurtosis is not equal to 3
> jarque
	Jarque-Bera Normality Test
data:  x
JB = NA, p-value = NA
alternative hypothesis: greater
> geary
[1] NA



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')