Statistical methods for chemical mixtures: a roadmap for practitioners

W Hao, AL Cathey, MM Aung, J Boss, JD Meeker… - medRxiv, 2024 - medrxiv.org
Quantitative characterization of the health impacts associated with exposure to chemical
mixtures has received considerable attention in current environmental and epidemiological …

Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments

H Shin, A Linero, M Audirac, K Irene, D Braun… - arXiv preprint arXiv …, 2024 - arxiv.org
Estimating the joint effect of a multivariate, continuous exposure is crucial, particularly in
environmental health where interest lies in simultaneously evaluating the impact of multiple …

IMPACT OF REAL-LIFE ENVIRONMENTAL EXPOSURES ON REPRODUCTION: Phthalates disrupt female reproductive health: a call for enhanced investigation into …

KL Land, SM Ghuneim, BA Williams… - Reproduction, 2025 - rep.bioscientifica.com
In brief Exposure to phthalates, known endocrine-disrupting chemicals (EDCs), is
ubiquitous, but the effects on women's reproductive health are largely unknown. This review …

Regression-Based Approaches for Mixture-Health Associations

A Bellavia - Statistical Methods for Environmental Mixtures: A …, 2024 - Springer
Regression modeling sits at the core of most efforts in environmental epidemiology where
the goal is to investigate the association between exposures of interest and a given health …

Estimation and false discovery control for the analysis of environmental mixtures

S Samanta, J Antonelli - Biostatistics, 2022 - academic.oup.com
The analysis of environmental mixtures is of growing importance in environmental
epidemiology, and one of the key goals in such analyses is to identify exposures and their …

Shrinkage Methods for High-Dimensional Regression and Mediation Models

J Boss - 2023 - deepblue.lib.umich.edu
With advances in high throughput assaying technology, environmental health scientists are
increasingly interested in characterizing the joint effects of a set of exogenous environmental …