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Learning Optimal Distributionally Robust Individualized Treatment Rules

Recent development in the data-driven decision science has seen great advances in individualized decision making. Given data with individual covariates, treatment assignments and outcomes, policy makers best individualized treatment rule (ITR) that maximizes the expected outcome, known as the value...

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Foilsithe in:J Am Stat Assoc
Main Authors: Mo, Weibin, Qi, Zhengling, Liu, Yufeng
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8221611/
https://ncbi.nlm.nih.gov/pubmed/34177007
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2020.1796359
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