3 papers
stat.AP2026
Temperature and Respiratory Emergency Department Visits: A Mediation Analysis with Ambient Ozone Exposure
Chen Li, Thomas W. Hsiao, Stefanie Ebelt +2
High temperatures are associated with adverse respiratory health outcomes and increases in ambient air pollution. Limited research has quantified air pollution's mediating role in…
stat.AP2024
Modeling Joint Health Effects of Environmental Exposure Mixtures with Bayesian Additive Regression Trees
Jacob Englert, Stefanie Ebelt, Howard Chang
Studying the association between mixtures of environmental exposures and health outcomes can be challenging due to issues such as correlation among the exposures and non-linearitie…
stat.ME2024
Estimating Heterogeneous Exposure Effects in the Case-Crossover Design using BART
Jacob Englert, Stefanie Ebelt, Howard Chang
Epidemiological approaches for examining human health responses to environmental exposures in observational studies often control for confounding by implementing clever matching sc…