DAG analysis shows univariate screening before multivariate modeling reduces inclusion of non-causal features in molecular signatures of lifestyle exposures.
Prediagnostic plasma metabolite concentrations and liver cancer risk: a population-based study of Chi- nese men
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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.