DAG analysis shows univariate screening before multivariate modeling reduces inclusion of non-causal features in molecular signatures of lifestyle exposures.
A healthy dietary metabolic signature is associated with a lower risk for type 2 diabetes and coronary artery disease
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Considering causality in the construction of molecular signatures of lifestyle exposures
DAG analysis shows univariate screening before multivariate modeling reduces inclusion of non-causal features in molecular signatures of lifestyle exposures.