Search Results for author: Menggang Yu

Found 2 papers, 0 papers with code

Policy Learning for Optimal Individualized Dose Intervals

no code implementations24 Feb 2022 Guanhua Chen, Xiaomao Li, Menggang Yu

In this paper, we propose a new method to estimate such an optimal dose interval, named probability dose interval (PDI).

Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population

no code implementations3 May 2021 Rui Chen, Jared D. Huling, Guanhua Chen, Menggang Yu

The aim of this paper is to develop a weighting framework to mitigate the impact of such misspecification and thus facilitate the generalizability of optimal ITRs from a source population to a target population.

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