A model selection approach for multiple sequence segmentation and dimensionality reduction

Bruno M. de Castro, Florencia Leonardi

In this paper we consider the problem of segmenting $n$ aligned random sequences of equal length $m$, into a finite number of independent blocks. We propose to use a penalized maxi…