Angelini, Claudia; Canditiis, Daniela De; Pensky, Marianna - In: Journal of Applied Statistics 39 (2012) 1, pp. 129-149
This paper presents a new Bayesian, infinite mixture model based, clustering approach, specifically designed for time-course microarray data. The problem is to group together genes which have “similar” expression profiles, given the set of noisy measurements of their expression levels over a...