DAG analysis shows univariate screening before multivariate modeling reduces inclusion of non-causal features in molecular signatures of lifestyle exposures.
Metabolic signature of healthy lifestyle and its relation with risk of hepatocel- lular carcinoma in a large European cohort
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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.