Interactive Q-Learning for Quantiles

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

(2015) Ying-Qi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Structural Nested Models and G-estimation: The Partially Realized Promise

(2015) Stijn Vansteelandt et al.   STATISTICAL SCIENCE

Set-valued dynamic treatment regimes for competing outcomes

(2014) Eric B. Laber et al.   BIOMETRICS

Combining biomarkers to optimize patient treatment recommendations

(2014) Chaeryon Kang et al.   BIOMETRICS

Interactive model building for Q-learning

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

Optimization of individualized dynamic treatment regimes for recurrent diseases

(2014) Xuelin Huang et al.   STATISTICS IN MEDICINE

A multiple imputation strategy for sequential multiple assignment randomized trials

(2014) Susan M. Shortreed et al.   STATISTICS IN MEDICINE

Dynamic treatment regimes: Technical challenges and applications

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

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

(2013) B. Zhang et al.   BIOMETRIKA

Q-learning with censored data

(2012) Yair Goldberg et al.   ANNALS OF STATISTICS

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

Analysis of multi-stage treatments for recurrent diseases

(2012) Xuelin Huang et al.   STATISTICS IN MEDICINE

Causal Inference on Quantiles with an Obstetric Application

(2011) Zhiwei Zhang et al.   BIOMETRICS

Meal Replacements in the Treatment of Adolescent Obesity: A Randomized Controlled Trial

(2010) Robert I. Berkowitz et al.   Obesity

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

Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules

(2008) Oliver Bembom et al.   STATISTICS IN MEDICINE