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Estimating the Optimal Personalized Treatment Strategy Based on Selected Variables to Prolong Survival via Random Survival Forest with Weighted Bootstrap

A personalized treatment policy requires defining the optimal treatment for each patient based on their clinical and other characteristics. Here we consider a commonly encountered situation in practice, when analyzing data from observational cohorts, that there are auxiliary variables which affect b...

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Detalhes bibliográficos
Publicado no:J Biopharm Stat
Main Authors: Shen, Jincheng, Wang, Lu, Daignault, Stephanie, Spratt, Daniel E., Morgan, Todd M., Taylor, Jeremy M.G.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6186022/
https://ncbi.nlm.nih.gov/pubmed/28934002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10543406.2017.1380036
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