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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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Dettagli Bibliografici
Pubblicato in:Epidemiology
Autori principali: Setodji, Claude M., McCaffrey, Daniel F., Burgette, Lane F., Almirall, Daniel, Ann Griffin, Beth
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2017
Soggetti:
Accesso online: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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