DAG analysis shows univariate screening before multivariate modeling reduces inclusion of non-causal features in molecular signatures of lifestyle exposures.
Metabolomic Profiling of Long-Term Weight Change: Role of Oxidative Stress and Urate Levels in Weight Gain
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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.