Multi-block PLS discriminant analysis for the joint analysis of metabolomic and epidemiological data.
Marion Brandolini-BunlonMélanie PétéraPierrette GaudreauBlandine ComteStéphanie BougeardEstelle Pujos-GuillotPublished in: Metabolomics : Official journal of the Metabolomic Society (2019)
In particular, we highlighted the impact of filtering the metabolomic variables beforehand, and the relevance of a MBPLSDA approach in comparison to a standard PLS discriminant analysis method.