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  • 标题:Local instrumental variables and latent variable models for identifying and bounding treatment effects
  • 本地全文:下载
  • 作者:James J. Heckman ; Edward J. Vytlacil
  • 期刊名称:Proceedings of the National Academy of Sciences
  • 印刷版ISSN:0027-8424
  • 电子版ISSN:1091-6490
  • 出版年度:1999
  • 卷号:96
  • 期号:8
  • 页码:4730-4734
  • DOI:10.1073/pnas.96.8.4730
  • 语种:English
  • 出版社:The National Academy of Sciences of the United States of America
  • 摘要:This paper examines the relationship between various treatment parameters within a latent variable model when the effects of treatment depend on the recipient's observed and unobserved characteristics. We show how this relationship can be used to identify the treatment parameters when they are identified and to bound the parameters when they are not identified.
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