Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models

Saurabh Bhandari, Michael J. Daniels, Juned Siddique

Observational cohort data is an important source of information for understanding the causal effects of treatments on survival and the degree to which these effects are mediated th…