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Residual Weighted Learning for Estimating Individualized Treatment Rules

Personalized medicine has received increasing attention among statisticians, computer scientists, and clinical practitioners. A major component of personalized medicine is the estimation of individualized treatment rules (ITRs). Recently, Zhao et al. (2012) proposed outcome weighted learning (OWL) t...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Zhou, Xin, Mayer-Hamblett, Nicole, Khan, Umer, Kosorok, Michael R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5607057/
https://ncbi.nlm.nih.gov/pubmed/28943682
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1093947
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