Publications
Debiased Machine Learning and Network Cohesion for Doubly-Robust
Differential Reward Models in Contextual Bandits
(2023)
A randomized trial of a mobile health intervention to augment cardiac rehabilitation
– NPJ digital medicine
(2023)
6,
173
(doi: 10.1038/s41746-023-00921-9)
Incorporating Auxiliary Variables to Improve the Efficiency of
Time-Varying Treatment Effect Estimation
(2023)
A Meta-Learning Method for Estimation of Causal Excursion Effects to
Assess Time-Varying Moderation
(2023)
Estimating Time-Varying Direct and Indirect Causal Excursion Effects
with Longitudinal Binary Outcomes
(2022)
Assessing time-varying causal effect moderation in the presence of cluster-level treatment effect heterogeneity and interference
– Biometrika
(2022)
110,
645
(doi: 10.1093/biomet/asac065)