BioinformaticsMolecular & Cellular ProteomicsPeer-reviewed
Empirical-Bayes and Bayesian Hierarchical Modelling forMissingness and Differential Expression in Proteomics
Mengchun Li, Venkatesh Mallikarjun, Andrew Michael Frey…·Matthias Trost
The paper introduces a hierarchical Bayesian model to handle missing data and improve differential expression analysis in proteomics by accounting for uncertainty in missing values.
DOI 10.1016/j.mcpro.2026.101677