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文章基本信息

  • 标题:On Second Order Admissibility Of Estimators In The Presence Of Nuisance Parameter
  • 本地全文:下载
  • 作者:Y. Takagi ; Osaka Prefecture University, Japan
  • 期刊名称:Sankhya. Series A, mathematical statistics and probability
  • 印刷版ISSN:0976-836X
  • 电子版ISSN:0976-8378
  • 出版年度:2003
  • 卷号:65
  • 期号:01
  • 页码:122--138
  • 出版社:Indian Statistical Institute
  • 摘要:Our main concern is second order admissibility of estimators for a scalar parameter of interest in statistical models with nuisance parameters. A second order admissible estimator, which does not depend on any orthogonal parametrization, is given in the general form under any loss function. In addition, it is shown that the estimator is asymptotically equivalent to the generalized Bayes estimator under a familiar noninformative prior, up to the order $ O_p(1/n) $.
  • 关键词:Second order admissibility, nuisance parameter, parameter orthogonality, parametrization-invariance, generalized Bayes estimator, matching prior.
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