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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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Bibliografische gegevens
Gepubliceerd in:J Am Stat Assoc
Hoofdauteurs: Mo, Weibin, Qi, Zhengling, Liu, Yufeng
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2020
Onderwerpen:
Online toegang: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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