Search Results for author: Daiqi Gao

Found 2 papers, 1 papers with code

Fusing Individualized Treatment Rules Using Secondary Outcomes

1 code implementation13 Feb 2024 Daiqi Gao, Yuanjia Wang, Donglin Zeng

Therefore, our objective is to learn an ITR that not only maximizes the value function for the primary outcome, but also approximates the optimal rule for the secondary outcomes as closely as possible.

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with High Dimensional Features

no code implementations29 Jan 2023 Daiqi Gao, Yufeng Liu, Donglin Zeng

Dynamic treatment rules or policies are a sequence of decision functions over multiple stages that are tailored to individual features.

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