78 citations · 115 across the 3 of their papers we have counts for
3 papers · 1 filter
Bayesian kernel machine regression-causal mediation analysis
Katrina L. Devick, Jennifer F. Bobb, Maitreyi Mazumdar +7
Greater understanding of the pathways through which an environmental mixture operates is important to design effective interventions. We present new methodology to estimate natural…
Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors
Joseph Antonelli, Maitreyi Mazumdar, David Bellinger +3
Humans are routinely exposed to mixtures of chemical and other environmental factors, making the quantification of health effects associated with environmental mixtures a critical…
Bayesian Distributed Lag Interaction Models to Identify Perinatal Windows of Vulnerability in Children's Health
Ander Wilson, Yueh-Hsiu Mathilda Chiu, Hsiao-Hsien Leon Hsu +3
Epidemiological research supports an association between maternal exposure to air pollution during pregnancy and adverse children's health outcomes. Advances in exposure assessment…