Optimization of multi-stage dynamic treatment regimes utilizing accumulated data

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

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

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

(2013) B. Zhang et al.   BIOMETRIKA

Evaluating joint effects of induction-salvage treatment regimes on overall survival in acute leukaemia

(2013) Abdus S. Wahed et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Q-learning with censored data

(2012) Yair Goldberg et al.   ANNALS OF STATISTICS

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

Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer

(2011) Yufan Zhao et al.   BIOMETRICS

Regret-Regression for Optimal Dynamic Treatment Regimes

(2009) Robin Henderson et al.   BIOMETRICS

Estimating Optimal Dynamic Regimes: Correcting Bias under the Null

(2009) ERICA E. M. MOODIE et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Inference for non-regular parameters in optimal dynamic treatment regimes

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

Estimation and extrapolation of optimal treatment and testing strategies

(2008) James Robins et al.   STATISTICS IN MEDICINE