3 citations · 6 across the 11 of their papers we have counts for
3 papers · 1 filter
A Bayesian approach for the segmentation of series corrupted by a functional part
Meili Baragatti, Karine Bertin, Emilie Lebarbier +1
We propose a Bayesian approach to detect multiple change-points in a piecewise-constant signal corrupted by a functional part corresponding to environmental or experimental disturb…
Estimating the number of change-points in a two-dimensional segmentation model without penalization
V. Brault, M. Delattre, E. Lebarbier +2
In computational biology, numerous recent studies have been dedicated to the analysis of the chromatin structure within the cell by two-dimensional segmentation methods. Motivated…
A factor model approach for the joint segmentation with between-series correlation
Xavier Collilieux, Emilie Lebarbier, Stéphane Robin
We consider the segmentation of set of correlated time-series, the correlation being allowed to take an arbitrary form but being the same at each time-position. We show that encodi…