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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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Publicat a:Stat Sin
Autors principals: Liu, Lan, Miao, Wang, Sun, Baoluo, Robins, James, Tchetgen, Eric Tchetgen
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia: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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