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Optimized Phenotypic Biomarker Discovery and Confounder Elimination via Covariate-Adjusted Projection to Latent

Joram M Posma, Isabel Garcia-Perez1, Timothy M D Ebbels

  • 1Investigative Medicine, Department of Medicine, Faculty of Medicine , Imperial College London , W12 0NN London , United Kingdom.

Journal of Proteome Research
|February 20, 2018
PubMed

Keywords:
Monte Carlo cross-validationbiomarker discoverychemometricsconfounder eliminationcovariate adjustmentmetabolic phenotypingmultivariate data analysisrandom matrix theoryreanalysissampling bias

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