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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
Autores principales: Swanson, Sonja A., Hernán, Miguel A., Miller, Matthew, Robins, James M., Richardson, Thomas S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6752717/
https://www.ncbi.nlm.nih.gov/pubmed/31537952
http://dx.doi.org/10.1080/01621459.2018.1434530