DocumentCode
527356
Title
Goodness-of-fit analysis for uniformity in a bounded solid region
Author
Su, Yan ; Shi, Hui-feng
Author_Institution
Sch. of Math. & Phys., North China Electr. Power Univ., Baoding, China
Volume
1
fYear
2010
fDate
11-14 July 2010
Firstpage
231
Lastpage
235
Abstract
The test statistic χ2 for uniformity in a bounded solid region D1 is suggested. The sufficient and necessary condition for the uniform distribution in D1 is proved, the asymptotic chi squared distribution of χ2 is obtained, the consistency of the goodness-of-fit tests is proved. The simulation of the convergence rate of the empirical distribution function and the test power is made, the simulation results show that the multivariate goodness-of-fit tests for sample size n ≥ 10 is effective.
Keywords
statistical analysis; asymptotic chi squared distribution; bounded solid region; empirical distribution function; goodness-of-fit analysis; uniform distribution; Educational institutions; Chi squared distribution; Goodness-of-fit test; Uniform distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5581060
Filename
5581060
Link To Document