A BART-based G-computation framework estimates interventional direct and indirect effects for longitudinal mediators and survival outcomes, extends to competing events, and finds null short-term BP medication effects in ARIC.
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A Bayesian semi-parametric approach to causal mediation for longitudinal mediators and time-to-event outcomes with application to a cardiovascular disease cohort study
A BART-based G-computation framework estimates interventional direct and indirect effects for longitudinal mediators and survival outcomes, extends to competing events, and finds null short-term BP medication effects in ARIC.