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Doubly Robust Estimation of Causal Effects

Doubly robust estimation combines a form of outcome regression with a model for the exposure (i.e., the propensity score) to estimate the causal effect of an exposure on an outcome. When used individually to estimate a causal effect, both outcome regression and propensity score methods are unbiased...

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Autors principals: Funk, Michele Jonsson, Westreich, Daniel, Wiesen, Chris, Stürmer, Til, Brookhart, M. Alan, Davidian, Marie
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2011
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3070495/
https://ncbi.nlm.nih.gov/pubmed/21385832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwq439
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