Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes

Several methods have been proposed for partially or point identifying the average treatment effect (ATE) using instrumental variable (IV) type assumptions. The descriptions of these methods are widespread across the statistical, economic, epidemiologic, and computer science literature, and the conne...

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Bibliographic Details
Published in:J Am Stat Assoc
Main Authors: Swanson, Sonja A., Hernán, Miguel A., Miller, Matthew, Robins, James M., Richardson, Thomas S.
Format: Artigo
Language:Inglês
Published: 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6752717/
https://ncbi.nlm.nih.gov/pubmed/31537952
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1434530
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