Modified interactive Q-learning for attenuating the impact of model misspecification with treatment effect heterogeneity

Outcome trajectory estimation for optimal dynamic treatment regimes with repeated measures

(2023) Yuan Zhang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Deeply Tailored Adaptive Interventions to Reduce College Student Drinking: a Real-World Application of Q-Learning for SMART Studies

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Adaptive response‐dependent two‐phase designs: Some results on robustness and efficiency

(2022) Ce Yang et al.   STATISTICS IN MEDICINE

Main outcomes of M-bridge: A sequential multiple assignment randomized trial (SMART) for developing an adaptive preventive intervention for college drinking.

(2021) Megan E. Patrick et al.   JOURNAL OF CONSULTING AND CLINICAL PSYCHOLOGY

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(2020) Ashkan Ertefaie et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A sequential multiple assignment randomized trial (SMART) protocol for empirically developing an adaptive preventive intervention for college student drinking reduction

(2020) Megan E. Patrick et al.   Contemporary Clinical Trials

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(2015) Kristin A. Linn et al.   Journal of Statistical Software

Optimization of multi-stage dynamic treatment regimes utilizing accumulated data

(2015) Xuelin Huang et al.   STATISTICS IN MEDICINE

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

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

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(2014) E. B. Laber et al.   BIOMETRIKA

Introduction to dynamic treatment strategies and sequential multiple assignment randomization

(2014) Philip W Lavori et al.   Clinical Trials

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(2014) Eric B. Laber et al.   Electronic Journal of Statistics

Dynamic Treatment Regimes

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

Regret-Regression for Optimal Dynamic Treatment Regimes

(2009) Robin Henderson et al.   BIOMETRICS

Inference for non-regular parameters in optimal dynamic treatment regimes

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