• 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