Ramandeep Singh

A longitudinal Bayesian framework for estimating causal dose-response relationships

Existing causal methods for time-varying exposure and time-varying confounding focus on estimating the average causal effect of a time-varying binary treatment on an end-of-study outcome, offering limited tools for characterizing marginal causal dose-response relationships under...