A Bayesian Gaussian Process for Estimating a Causal Exposure Response Curve in Environmental Epidemiology

Boyu Ren, Xiao Wu, Danielle Braun +2

Motivated by environmental policy questions, we address the challenges of estimation, change point detection, and uncertainty quantification of a causal exposure-response function…