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Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials

Learning optimal individualized treatment rules (ITRs) has become increasingly important in the modern era of precision medicine. Many statistical and machine learning methods for learning optimal ITRs have been developed in the literature. However, most existing methods are based on data collected...

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Detalles Bibliográficos
Autores principales: Gao, Daiqi, Liu, Yufeng, Zeng, Donglin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419117/
https://www.ncbi.nlm.nih.gov/pubmed/37576335