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文章基本信息

  • 标题:Estimation of Linear Functions of Ordered Scale Parameters of Two Gamma Distributions under Entropy Loss
  • 本地全文:下载
  • 作者:Yuan-Tsung Chang ; Nobuo Shinozaki
  • 期刊名称:JOURNAL OF THE JAPAN STATISTICAL SOCIETY
  • 印刷版ISSN:1882-2754
  • 电子版ISSN:1348-6365
  • 出版年度:2008
  • 卷号:38
  • 期号:2
  • 页码:335-347
  • DOI:10.14490/jjss.38.335
  • 出版社:JAPAN STATISTICAL SOCIETY
  • 摘要:The problem of estimating linear functions of ordered scale parameters of two Gamma distributions is considered under entropy loss. A necessary and sufficient condition for the maximum likelihood estimator (MLE) to dominate the crude unbiased estimator (UE) is given on two non-negative coefficients. Furthermore, improvement on the UE of the reciprocal of each scale parameter is also obtained under entropy loss. Some numerical results are given to illustrate how much improvement is obtained over the UE.
  • 关键词:Admissible estimator;entropy loss;MLE;reciprocal of scale parameter;unbiased estimator
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