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Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

A dynamic treatment regime is a list of sequential decision rules for assigning treatment based on a patient’s history. Q- and A-learning are two main approaches for estimating the optimal regime, i.e., that yielding the most beneficial outcome in the patient population, using data from a clinical t...

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Detalhes bibliográficos
Main Authors: Zhang, Baqun, Tsiatis, Anastasios A., Laber, Eric B., Davidian, Marie
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3843953/
https://ncbi.nlm.nih.gov/pubmed/24302771
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/ast014
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