3 papers
stat.ME2019
Régularisation dans les Modèles Linéaires Généralisés Mixtes avec effet aléatoire autorégressif
Jocelyn Chauvet, Catherine Trottier, Xavier Bry
We address regularised versions of the Expectation-Maximisation (EM) algorithm for Generalised Linear Mixed Models (GLMM) in the context of panel data (measured on several individu…
stat.ME2018
Extension de la régression linéaire généralisée sur composantes supervisées (SCGLR) aux données groupées
Jocelyn Chauvet, Catherine Trottier, Xavier Bry +1
We address component-based regularisation of a multivariate Generalized Linear Mixed Model. A set of random responses Y is modelled by a GLMM, using a set X of explanatory variable…
stat.ME2008
Modélisation factorielle des interactions entre deux ensembles d'observations : la méthode PLS-FILM (Partial Least Squares Factor Interaction Linear Modelling)
Xavier Bry, Thomas Verron
In this work, we consider a data array encoding interactions between two sets of observations respectively referred to as "subjects" and "objects". Besides, descriptions of subject…