首页    期刊浏览 2024年11月28日 星期四
登录注册

文章基本信息

  • 标题:Variable Selection in Seemingly Unrelated Regressions with Random Predictors
  • 本地全文:下载
  • 作者:David Puelz ; P. Richard Hahn ; Carlos M. Carvalho
  • 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:4
  • 页码:969-989
  • DOI:10.1214/17-BA1053
  • 语种:English
  • 出版社:International Society for Bayesian Analysis
  • 摘要:This paper considers linear model selection when the response is vector-valued and the predictors, either all or some, are randomly observed. We propose a new approach that decouples statistical inference from the selection step in a “post-inference model summarization” strategy. We study the impact of predictor uncertainty on the model selection procedure. The method is demonstrated through an application to asset pricing.
国家哲学社会科学文献中心版权所有