78 citations · 115 across the 3 of their papers we have counts for
5 papers
A Cross-validated Ensemble Approach to Robust Hypothesis Testing of Continuous Nonlinear Interactions: Application to Nutrition-Environment Studies
Jeremiah Zhe Liu, Jane Lee, Pi-i Debby Lin +6
Gene-environment and nutrition-environment studies often involve testing of high-dimensional interactions between two sets of variables, each having potentially complex nonlinear m…
Kernel Machine and Distributed Lag Models for Assessing Windows of Susceptibility to Environmental Mixtures in Children's Health Studies
Ander Wilson, Hsiao-Hsien Leon Hsu, Yueh-Hsiu Mathilda Chiu +3
Exposures to environmental chemicals during gestation can alter health status later in life. Most studies of maternal exposure to chemicals during pregnancy have focused on a singl…
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…