15 citations · 16 across the 8 of their papers we have counts for
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stat.AP2013
Comparing change-point locations of independent profiles with application to gene annotation
Alice Cleynen, Stéphane Robin
We are interested in the comparison of transcript boundaries from cells which originated in different environments. The goal is to assess whether this phenomenon, called differenti…
stat.ME2013★ 15 cited
Finite state space non parametric Hidden Markov Models are in general identifiable
Elisabeth Gassiat, Alice Cleynen, Stéphane Robin
In this paper, we prove that finite state space non parametric hidden Markov models are identifiable as soon as the transition matrix of the latent Markov chain has full rank and t…
math.ST2013
Segmentation of the Poisson and negative binomial rate models: a penalized estimator
Alice Cleynen, Emilie Lebarbier
We consider the segmentation problem of Poisson and negative binomial (i.e. overdispersed Poisson) rate distributions. In segmentation, an important issue remains the choice of the…