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Inference for Optimal Dynamic Treatment Regimes using an Adaptive m-out-of-n Bootstrap Scheme

A dynamic treatment regime consists of a set of decision rules that dictate how to individualize treatment to patients based on available treatment and covariate history. A common method for estimating an optimal dynamic treatment regime from data is Q-learning which involves nonsmooth operations of...

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Detalles Bibliográficos
Main Authors: Chakraborty, Bibhas, Laber, Eric B., Zhao, Yingqi
Formato: Artigo
Idioma:Inglês
Publicado: 2013
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3864701/
https://ncbi.nlm.nih.gov/pubmed/23845276
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12052
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