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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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Bibliografische gegevens
Gepubliceerd in:Stat Sin
Hoofdauteurs: Liu, Lan, Miao, Wang, Sun, Baoluo, Robins, James, Tchetgen, Eric Tchetgen
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2020
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Online toegang: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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