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IDENTIFICATION AND INFERENCE FOR MARGINAL AVERAGE TREATMENT EFFECT ON THE TREATED WITH AN INSTRUMENTAL VARIABLE

In observational studies, treatments are typically not randomized and therefore estimated treatment effects may be subject to confounding bias. The instrumental variable (IV) design plays the role of a quasi-experimental handle since the IV is associated with the treatment and only affects the outco...

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Detalhes bibliográficos
Publicado no:Stat Sin
Main Authors: Liu, Lan, Miao, Wang, Sun, Baoluo, Robins, James, Tchetgen, Eric Tchetgen
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7671747/
https://ncbi.nlm.nih.gov/pubmed/33209012
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202017.0196
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