Third-cycle subject: Biotechnology This project aims to develop robust methods for assessing identification and quantification errors in shotgun proteomics. We will construct probabilistic models to characterize errors in peptide and protein identification from mass spectrometry data. Additionally, we will extend these models to quantify how identification errors propagate to protein-level quantification. By evaluati…