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文章基本信息

  • 标题:On the post selection inference constant under restricted isometry properties
  • 本地全文:下载
  • 作者:François Bachoc ; Gilles Blanchard ; Pierre Neuvial
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2018
  • 卷号:12
  • 期号:2
  • 页码:3736-3757
  • DOI:10.1214/18-EJS1490
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:Uniformly valid confidence intervals post model selection in regression can be constructed based on Post-Selection Inference (PoSI) constants. PoSI constants are minimal for orthogonal design matrices, and can be upper bounded in function of the sparsity of the set of models under consideration, for generic design matrices.
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