Incorporating Auxiliary Variables to Improve the Efficiency of Time-Varying Treatment Effect Estimation Published in Arxiv, 2023Download paper here (Code)
A Meta-Learning Method for Estimation of Causal Excursion Effects to Assess Time-Varying Moderation Published in Arxiv, 2023Download paper here (Code)
Estimating Time-Varying Direct and Indirect Causal Excursion Effects with Longitudinal Binary Outcomes Published in Arxiv, 2022Download paper here (Code)
Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity Published in Biometrika, 2022Download paper here (Code)