Doubly-robust dynamic treatment regimen estimation via weighted least squares

$\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

(2015) Phillip J. Schulte et al.   STATISTICAL SCIENCE

Discussion of combining biomarkers to optimize patient treatment recommendations

(2014) Ying-Qi Zhao et al.   BIOMETRICS

Simulating sequential multiple assignment randomized trials to generate optimal personalized warfarin dosing strategies

(2014) Benjamin Rich et al.   Clinical Trials

Estimation of optimal dynamic treatment regimes

(2014) Ying-Qi Zhao et al.   Clinical Trials

Inference for Optimal Dynamic Treatment Regimes Using an Adaptivem-Out-of-nBootstrap Scheme

(2013) Bibhas Chakraborty et al.   BIOMETRICS

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

(2013) B. Zhang et al.   BIOMETRIKA

Dynamic Treatment Regimes

(2013) Bibhas Chakraborty et al.   Annual Review of Statistics and Its Application

A Robust Method for Estimating Optimal Treatment Regimes

(2012) Baqun Zhang et al.   BIOMETRICS

Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer

(2012) Lu Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

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

Analysis of multi-stage treatments for recurrent diseases

(2012) Xuelin Huang et al.   STATISTICS IN MEDICINE

Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer

(2011) Yufan Zhao et al.   BIOMETRICS

Model Checking with Residuals for g-estimation of Optimal Dynamic Treatment Regimes

(2010) Benjamin Rich et al.  

Regret-Regression for Optimal Dynamic Treatment Regimes

(2009) Robin Henderson et al.   BIOMETRICS

A note on the variance of doubly-robust G-estimators

(2009) E. E. M. Moodie   BIOMETRIKA

Estimating Response-Maximized Decision Rules With Applications to Breastfeeding

(2009) Erica E. M. Moodie et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Inference for non-regular parameters in optimal dynamic treatment regimes

(2009) Bibhas Chakraborty et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Reinforcement learning design for cancer clinical trials

(2009) Yufan Zhao et al.   STATISTICS IN MEDICINE