Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors

1 code implementation • 30 Nov 2017 • Joseph Antonelli, Maitreyi Mazumdar, David Bellinger, David C. Christiani, Robert Wright, Brent A. Coull

To estimate the health effects of complex mixtures we propose a flexible Bayesian approach that allows exposures to interact with each other and have nonlinear relationships with the outcome.

Methodology