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stat.AP2022
Inferring Synergistic and Antagonistic Interactions in Mixtures of Exposures
Shounak Chattopadhyay, Stephanie M. Engel, David Dunson
There is abundant interest in assessing the joint effects of multiple exposures on human health. This is often referred to as the mixtures problem in environmental epidemiology and…
stat.AP2020
Bayesian Matrix Completion for Hypothesis Testing
Bora Jin, David B. Dunson, Julia E. Rager +3
We aim to infer bioactivity of each chemical by assay endpoint combination, addressing sparsity of toxicology data. We propose a Bayesian hierarchical framework which borrows infor…