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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Am Stat Assoc
Main Authors: Mo, Weibin, Qi, Zhengling, Liu, Yufeng
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online dostop: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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