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A Tutorial on Propensity Score Estimation for Multiple Treatments Using Generalized Boosted Models

The use of propensity scores to control for pretreatment imbalances on observed variables in non-randomized or observational studies examining the causal effects of treatments or interventions has become widespread over the past decade. For settings with two conditions of interest such as a treatmen...

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Detalhes bibliográficos
Main Authors: McCaffrey, Daniel F., Griffin, Beth Ann, Almirall, Daniel, Slaughter, Mary Ellen, Ramchand, Rajeev, Burgette, Lane F.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3710547/
https://ncbi.nlm.nih.gov/pubmed/23508673
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5753
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