Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective

Doubly-Robust Estimators of Treatment-Specific Survival Distributions in Observational Studies with Stratified Sampling

(2013) Xiaofei Bai et al.   BIOMETRICS

Effectively Selecting a Target Population for a Future Comparative Study

(2013) Lihui Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Robust Method for Estimating Optimal Treatment Regimes

(2012) Baqun Zhang et al.   BIOMETRICS

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

(2012) Yingqi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results

(2010) Liliana Orellana et al.  

Reinforcement learning design for cancer clinical trials

(2009) Yufan Zhao et al.   STATISTICS IN MEDICINE

Estimation and extrapolation of optimal treatment and testing strategies

(2008) James Robins et al.   STATISTICS IN MEDICINE