Estimation dans les modèles linéaires généralisés à effets aléatoires. (Estimation in generalized linear models with random effects). - Catherine Trottier (1998)

Improving extremal fit: a Bayesian regularization procedure. - Jean Diebolt; Myriam Garrido; Catherine Trottier (Reliab. Eng. Syst. Saf., 2003)

Empirical model selection in generalized linear mixed effects models. - Christian Lavergne; Marie-José Martinez; Catherine Trottier (Comput. Stat., 2008)

A mixture model-based approach to the clustering of exponential repeated data. - Marie-José Martinez; Christian Lavergne; Catherine Trottier (J. Multivar. Anal., 2009)

Supervised component generalized linear regression using a PLS-extension of the Fisher scoring algorithm. - Xavier Bry; Catherine Trottier; Thomas Verron; Fréderic Mortier (J. Multivar. Anal., 2013)

A comparison of hybrid maps for the visualization of two geolocated quantitative variables. - Laëtitia Viau; Vincent Raveneau; Pascal Poncelet; Nancy Rodriguez 001; Arnaud Sallaberry; Catherine Trottier (Inf. Vis., 2025)

A Comparison of Hybrid Maps for theVisualization of Two Geolocated Quantitative Variables : data and codes. - Laëtitia Viau; Vincent Raveneau; Pascal Poncelet; Nancy Rodriguez 001; Arnaud Sallaberry; Catherine Trottier (Zenodo, 2025)

Generalized linear model based on latent factors and supervised components. - Julien Gibaud; Xavier Bry; Catherine Trottier (Comput. Stat., 2025)