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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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Bibliografske podrobnosti
izdano v:Epidemiology
Main Authors: Setodji, Claude M., McCaffrey, Daniel F., Burgette, Lane F., Almirall, Daniel, Ann Griffin, Beth
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop: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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