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…