• DocumentCode
    569724
  • Title

    Prior Distribution of Missile Range Trial Successive Test Data Based on Random Weighting

  • Author

    Sun, Jin ; Li, Guolin ; Xu, Cheng

  • Author_Institution
    Naval Aeronaut. & Astronaut. Univ., Yantai, China
  • fYear
    2012
  • fDate
    17-19 Aug. 2012
  • Firstpage
    1163
  • Lastpage
    1166
  • Abstract
    Aiming at the small sample of missile range trial successive test data, a random weighting method is used to get the prior distribution function of population´s parameter with the known prior information under the situation that the parameters´ format of general distribution is unknown. Bayesian method is adopted to determine the posterior distribution by using the prior information, population information and sample information. The illustration shows that this method can greatly improve the accuracy of statistic inference, and overcome the shortage of small sample size.
  • Keywords
    Bayes methods; aerospace testing; missile guidance; statistical analysis; Bayesian method; missile range trial successive test data; parameters format; population information; population parameter; posterior distribution; prior distribution function; prior information; random weighting; statistic inference; Bayesian methods; Density functional theory; Estimation; Gaussian distribution; Missiles; Sociology; Statistics; Missile Range Trial; Prior Distribution; Random Weighting Method; Small Sample;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational and Information Sciences (ICCIS), 2012 Fourth International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-2406-9
  • Type

    conf

  • DOI
    10.1109/ICCIS.2012.212
  • Filename
    6301321