Environmental Mixtures Analysis (E-MIX) Workflow and Methods Repository.

ABSTRACT: Human exposure to complex, changing, and variably correlated mixtures of environmental chemicals has presented analytical challenges to epidemiologists and human health researchers. There have been a wide variety of recent advances in statistical methods for analyzing mixtures data, with most of these methods having open-source software for implementation. However, there is no one-size-fits-all method for analyzing mixtures data given the considerable heterogeneity in scientific focus and study design. For example, some methods focus on predicting the overall health effect of a mixture and others seek to disentangle main effects and pairwise interactions. Some methods are only appropriate for cross-sectional designs, while other methods can accommodate longitudinally measured exposures or

SUBMITTER: Joubert BR 

PROVIDER: S-EPMC11702726 | biostudies-literature | 2024 Dec

REPOSITORIES: biostudies-literature