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Estimation of causal effects of multiple treatments in observational studies with a binary outcome

There is a dearth of robust methods to estimate the causal effects of multiple treatments when the outcome is binary. This paper uses two unique sets of simulations to propose and evaluate the use of Bayesian additive regression trees in such settings. First, we compare Bayesian additive regression...

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Detalhes bibliográficos
Publicado no:Stat Methods Med Res
Main Authors: Hu, Liangyuan, Gu, Chenyang, Lopez, Michael, Ji, Jiayi, Wisnivesky, Juan
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7534201/
https://ncbi.nlm.nih.gov/pubmed/32450775
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280220921909
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