Some performance considerations when using multi-armed bandit algorithms in the presence of missing data

A Bayesian‐bandit adaptive design for N‐of‐1 clinical trials

(2021) Sama Shrestha et al.   STATISTICS IN MEDICINE

A Response‐Adaptive Randomization Procedure for Multi‐Armed Clinical Trials with Normally Distributed Outcomes

(2019) S. Faye Williamson et al.   BIOMETRICS

Online Decision Making with High-Dimensional Covariates

(2019) Hamsa Bastani et al.   OPERATIONS RESEARCH

On Bayesian index policies for sequential resource allocation

(2018) Emilie Kaufmann   ANNALS OF STATISTICS

Bayesian adaptive bandit-based designs using the Gittins index for multi-armed trials with normally distributed endpoints

(2017) Adam L. Smith et al.   JOURNAL OF APPLIED STATISTICS

Response-adaptive randomization for multi-arm clinical trials using the forward looking Gittins index rule

(2015) Sofía S. Villar et al.   BIOMETRICS

Unbiased estimation for response adaptive clinical trials

(2015) Jack Bowden et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges

(2015) Sofía S. Villar et al.   STATISTICAL SCIENCE

Using Data Augmentation to Facilitate Conduct of Phase I–II Clinical Trials With Delayed Outcomes

(2014) Ick Hoon Jin et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Partial Monitoring—Classification, Regret Bounds, and Algorithms

(2014) Gábor Bartók et al.   MATHEMATICS OF OPERATIONS RESEARCH

Outcome-adaptive randomization for a delayed outcome with a short-term predictor: imputation-based designs

(2014) Mi-Ok Kim et al.   STATISTICS IN MEDICINE

Learning from practice variation to improve the quality of care

(2013) C. R. Tomson et al.   CLINICAL MEDICINE

I-SPY 2: An Adaptive Breast Cancer Trial Design in the Setting of Neoadjuvant Chemotherapy

(2009) AD Barker et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Bandit solutions provide unified ethical models for randomized clinical trials and comparative effectiveness research

(2009) William H. Press   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Missing Data Analysis: Making It Work in the Real World

(2008) John W. Graham   Annual Review of Psychology

Bayesian adaptive design for targeted therapy development in lung cancer — a step toward personalized medicine

(2008) Xian Zhou et al.   Clinical Trials