2 papers
math.ST2022
Choice of mixture Poisson models based on Extreme value theory
Samuel Valiquette, Frédéric Mortier, Jean Peyhardi +1
Count data are omnipresent in many applied fields, often with overdispersion due to an excess of zeroes or extreme values. With mixtures of Poisson distributions representing an el…
stat.ME2019
Extension to mixed models of the Supervised Component-based Generalised Linear Regression
Jocelyn Chauvet, Catherine Trottier, Xavier Bry +1
We address the component-based regularisation of a multivariate Generalized Linear Mixed Model (GLMM). A set of random responses Y is modelled by a GLMM, using a set X of explanato…