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  • 标题:Bayesian Estimation and Prediction for the Maxwell Failure Distribution Based on Type II Censored Data
  • 本地全文:下载
  • 作者:Anwar M. Hossain ; Gabriel Huerta
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2016
  • 卷号:06
  • 期号:01
  • 页码:49-60
  • DOI:10.4236/ojs.2016.61007
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:We present Bayes estimators, highest posterior density (HPD) intervals, and maximum likelihood estimators (MLEs), for the Maxwell failure distribution based on Type II censored data, i.e. using the first r lifetimes from a group of n components under test. Reliability/Hazard function estimates, Bayes predictive distributions and highest posterior density prediction intervals for a future observation are also considered. Two data examples and a Monte Carlo simulation study are used to illustrate the results and to compare the performances of the different methods.
  • 关键词:Bayes Estimator;HPD Interval;Maxwell Distribution;MLE;Prediction;Reliability Function
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