Fast estimation of posterior probabilities in change-point models through a constrained hidden Markov model

The-Minh Luong, Yves Rozenholc, Gregory Nuel

The detection of change-points in heterogeneous sequences is a statistical challenge with applications across a wide variety of fields. In bioinformatics, a vast amount of methodol…