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Xu, Müller, Wahed, and Thall proposed a Bayesian model to analyze an acute leukemia study involving multi-stage chemotherapy regimes. We discuss two alternative methods, Q-learning and O-learning, to solve the same problem from the machine learning point of view. The numerical studies show that thes...

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Detalles Bibliográficos
Publicado en:J Am Stat Assoc
Autores principales: Chen, Jingxiang, Liu, Yufeng, Zeng, Donglin, Song, Rui, Zhao, Yingqi, Kosorok, Michael R.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
Materias:
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5167482/
https://ncbi.nlm.nih.gov/pubmed/28003710
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1200914
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