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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…
math.ST2009★ 3 cited
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…