3 citations · 5 across the 5 of their papers we have counts for
4 papers
A novel regularized approach for functional data clustering: An application to milking kinetics in dairy goats
C. Denis, E. Lebarbier, C. Lévy-Leduc +2
Motivated by an application to the clustering of milking kinetics of dairy goats, we propose in this paper a novel approach for functional data clustering. This issue is of growing…
Variational inference for coupled Hidden Markov Models applied to the joint detection of copy number variations
Xiaoqiang Wang, Emilie Lebarbier, Julie Aubert +1
Hidden Markov models provide a natural statistical framework for the detection of the copy number variations (CNV) in genomics. In this paper, we consider a Hidden Markov Model inv…
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…
Estimating the joint distribution of independent categorical variables via model selection
C. Durot, E. Lebarbier, A. -S. Tocquet
Assume one observes independent categorical variables or, equivalently, one observes the corresponding multinomial variables. Estimating the distribution of the observed sequence a…