2 papers
stat.ME2024
Fusing Individualized Treatment Rules Using Secondary Outcomes
Daiqi Gao, Yuanjia Wang, Donglin Zeng
An individualized treatment rule (ITR) is a decision rule that recommends treatments for patients based on their individual feature variables. In many practices, the ideal ITR for…
stat.ML2023
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection
Daiqi Gao, Yufeng Liu, Donglin Zeng
Dynamic treatment regimes or policies are a sequence of decision functions over multiple stages that are tailored to individual features. One important class of treatment policies…