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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5581060