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  • 标题:Parameter Estimations for Generalized RayleighDistribution under Progressively Type-I IntervalCensored Data
  • 本地全文:下载
  • 作者:Y. L. Lio ; Ding-Geng Chen ; Tzong-Ru Tsai
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2011
  • 卷号:1
  • 期号:2
  • 页码:46-57
  • DOI:10.4236/ojs.2011.12006
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, inference on parameter estimation of the generalized Rayleigh distribution are investigated for progressively type-I interval censored samples. The estimators of distribution parameters via maximum likelihood, moment method and probability plot are derived, and their performance are compared based on simulation results in terms of the mean squared error and bias. A case application of plasma cell myeloma data is used for illustrating the proposed estimation methods.
  • 关键词:Maximum Likelihood Estimate; Method of Moments; EM Algorithm; Type-I Interval Censoring
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