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New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Dynamic treatment regimes (DTRs) are sequential decision rules for individual patients that can adapt over time to an evolving illness. The goal is to accommodate heterogeneity among patients and find the DTR which will produce the best long term outcome if implemented. We introduce two new statisti...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Zhao, Ying-Qi, Zeng, Donglin, Laber, Eric B., Kosorok, Michael R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4517946/
https://ncbi.nlm.nih.gov/pubmed/26236062
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.937488
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