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Department of Pure Mathematics and Mathematical Statistics


Debiased Machine Learning and Network Cohesion for Doubly-Robust Differential Reward Models in Contextual Bandits
EK Huch, J Shi, MR Abbott, JR Golbus, A Moreno, WH Dempsey
A randomized trial of a mobile health intervention to augment cardiac rehabilitation.
JR Golbus, K Gupta, R Stevens, VSE Jeganathan, E Luff, J Shi, W Dempsey, T Boyden, B Mukherjee, S Kohnstamm, V Taralunga, V Kheterpal, S Murphy, P Klasnja, S Kheterpal, BK Nallamothu
– NPJ digital medicine
Incorporating Auxiliary Variables to Improve the Efficiency of Time-Varying Treatment Effect Estimation
J Shi, Z Wu, W Dempsey
A Meta-Learning Method for Estimation of Causal Excursion Effects to Assess Time-Varying Moderation
J Shi, W Dempsey
Estimating Time-Varying Direct and Indirect Causal Excursion Effects with Longitudinal Binary Outcomes
J Shi, Z Wu, W Dempsey
Assessing time-varying causal effect moderation in the presence of cluster-level treatment effect heterogeneity and interference
J Shi, Z Wu, W Dempsey
– Biometrika




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