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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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Detalles Bibliográficos
Publicado en:J Am Stat Assoc
Main Authors: Swanson, Sonja A., Hernán, Miguel A., Miller, Matthew, Robins, James M., Richardson, Thomas S.
Formato: Artigo
Idioma:Inglês
Publicado: 2018
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Acceso en liña: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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