Off-Policy Estimation of Long-Term Average Outcomes With Applications to Mobile Health

The stratified micro-randomized trial design: Sample size considerations for testing nested causal effects of time-varying treatments

(2020) Walter Dempsey et al.   Annals of Applied Statistics

Effective behavioral intervention strategies using mobile health applications for chronic disease management: a systematic review

(2018) Jung-Ah Lee et al.   BMC Medical Informatics and Decision Making

Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning

(2018) Daniel J. Luckett et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A partially linear framework for massive heterogeneous data

(2016) Tianqi Zhao et al.   ANNALS OF STATISTICS

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

(2015) Predrag Klasnja et al.   HEALTH PSYCHOLOGY

Sample size calculations for micro-randomized trials in mHealth

(2015) Peng Liao et al.   STATISTICS IN MEDICINE

Model selection in reinforcement learning

(2011) Amir-massoud Farahmand et al.   MACHINE LEARNING