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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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Библиографические подробности
Опубликовано в: :J Am Stat Assoc
Главные авторы: Swanson, Sonja A., Hernán, Miguel A., Miller, Matthew, Robins, James M., Richardson, Thomas S.
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
Предметы:
Online-ссылка: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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