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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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Bibliographische Detailangaben
Veröffentlicht in:Epidemiology
Hauptverfasser: Setodji, Claude M., McCaffrey, Daniel F., Burgette, Lane F., Almirall, Daniel, Ann Griffin, Beth
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2017
Schlagworte:
Online Zugang: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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