Valcarcel, Salamanca Beatriz; Ebbels Timothy M.D.; De, … - In: Statistical Applications in Genetics and Molecular Biology 13 (2014) 2, pp. 191-201
In this study, we propose a novel statistical framework for detecting progressive changes in molecular traits as response to a pathogenic stimulus. In particular, we propose to employ Bayesian hierarchical models to analyse changes in mean level, variance and correlation of metabolic traits in...