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Interactive Q-learning for Quantiles

A dynamic treatment regime is a sequence of decision rules, each of which recommends treatment based on features of patient medical history such as past treatments and outcomes. Existing methods for estimating optimal dynamic treatment regimes from data optimize the mean of a response variable. Howe...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Linn, Kristin A., Laber, Eric B., Stefanski, Leonard A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5586239/
https://ncbi.nlm.nih.gov/pubmed/28890584
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1155993
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