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stat.ME2026
A Bayesian machine learning approach to direct and spillover effects in cluster-randomized trials with noncompliance
Saurabh Bhandari, Fan Li, Michael J. Daniels
We develop a Bayesian machine learning approach for estimating direct and spillover effects in cluster-randomized trials with treatment noncompliance. To flexibly model outcomes an…
stat.ME2026
Causal mediation analysis for zero-inflated longitudinal data in the presence of treatment non-compliance and multiple mediators
Saurabh Bhandari, Wreetabrata Kar, Michael J. Daniels +1
Understanding whether a digital marketing campaign is effective is central to designing effective customer engagement strategies. We analyze a large-scale, longitudinal promotional…