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The right tool for the job: choosing between covariate balancing and generalized boosted model propensity scores

Estimating the causal effect of an exposure (versus some control) on an outcome using observational data often requires addressing the fact that exposed and control groups differ on pre-exposure characteristics that may be related to the outcome (confounders). Propensity score methods have long been...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Epidemiology
Prif Awduron: Setodji, Claude M., McCaffrey, Daniel F., Burgette, Lane F., Almirall, Daniel, Ann Griffin, Beth
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5617809/
https://ncbi.nlm.nih.gov/pubmed/28817469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/EDE.0000000000000734
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