Department: Institute of Statistics            PI's Name: Yu-Jen Cheng

Journal: Biometrika

Title: A model-free variable screening method for optimal treatment regimes with high-dimensional survival data

Abstract: We propose a model-free variable screening method for the optimal treatment regime with high-dimensional survival data. The proposed screening method provides a unified frame-work to select the active variables in a prespecified target population, including the treated group as a special case, Based on this framework, the optimal trearment regime is exactly.