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  • 标题:Optimal Robustness Results for Relative Belief Inferences and the Relationship to Prior-Data Conflict
  • 本地全文:下载
  • 作者:Luai Al Labadi ; Michael Evans
  • 期刊名称:Bayesian Analysis
  • 印刷版ISSN:1931-6690
  • 电子版ISSN:1936-0975
  • 出版年度:2017
  • 卷号:12
  • 期号:3
  • 页码:705-728
  • DOI:10.1214/16-BA1024
  • 语种:English
  • 出版社:International Society for Bayesian Analysis
  • 摘要:The robustness to the prior of Bayesian inference procedures based on a measure of statistical evidence is considered. These inferences are shown to have optimal properties with respect to robustness. Furthermore, a connection between robustness and prior-data conflict is established. In particular, the inferences are shown to be effectively robust when the choice of prior does not lead to prior-data conflict. When there is prior-data conflict, however, robustness may fail to hold.
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