SCIENTIFIC PRODUCTION
2016
Chauvet J., Trottier C., Bry X., Mortier, F. (2016) Extension de la régression linéaire généralisée sur composantes supervisées (SCGLR) aux données groupées. 48es Journées de Statistique de la SFdS.
Chauvet J., Trottier C., Bry X., Mortier, F. (2016) Extension to mixed models of the Supervised Component-based Generalised Linear Regression. Proceedings of the 22nd International Conference on Computational Statistics.
2017
Chauvet J. (2017) Algorithme EM régularisé pour données longitudinales.
7es Rencontres des Jeunes Statisticiens.
Chauvet J., Trottier C., Bry X. (2017) Régularisation dans les Modèles Linéaires Généralisés Mixtes avec effet aléatoire autorégressif. 49es Journées de Statistique de la SFdS.
Chauvet J., Trottier C., Bry X. (2017) Regularising Generalised Linear Mixed Models with an autoregressive random effect. 32nd International Workshop on Statistical Modelling.
2018
Chauvet J., Trottier C., Bry X. (2018) Supervised-Component versus PLS regression. The case of GLMMs with autoregressive random effect. 38th Conference on Applied Statistics in Ireland.
2019
Chauvet J., Trottier C., Bry X. (2019) Component-based regularisation of
multivariate generalised linear mixed models. Journal of Computational and Graphical Statistics.
Chauvet J. Introducing complex dependency structures into supervised component-based models. PhD dissertation.
Chauvet J., Trottier C., Bry X. (2019) Supervised Component-based regularisation of multivariate generalised linear mixed models. 7es rencontres scientifiques Sherbrooke-Montpellier.
2021
Chauvet J. A flexible class of generalized joint frailty models for the analysis of survival endpoints. 8th Channel Network Conference.
Chauvet J., Rondeau V. (2021) A flexible class of generalized joint frailty models for the analysis of survival endpoints. Statistics in Medicine.
2022
Mortier F., Chauvet J., Trottier C., Cornu, G., Bry X. (2022) La régression linéaire généralisée sur composantes supervisées et ses extensions. In: Approches statistiques pour les variables cachées en écologie.
Mortier F., Chauvet J., Trottier C., Cornu, G., Bry X. (2022) Supervised Component-Based Generalized Linear Regression: Method and Extensions In: Statistical Approaches for Hidden Variables in Ecology.
Projects - Work in progress
Chauvet J., Bry X., Trottier C. Regularising Generalised Linear Mixed Models with an Autoregressive time-specific Random Effect.
Chauvet J. Balinsky-Laraki Random Forest: on use of the Majority Judgement within a Random Forest Classifier.