Selection of Temporal Models for Event-Related fMRI. - Sophie Donnet; Marc Lavielle; Philippe Ciuciu; Jean-Baptiste Poline (ISBI, 2004)

Are fMRI event-related response constant in time? A model selection answer. - Sophie Donnet; Marc Lavielle; Jean-Baptiste Poline (NeuroImage, 2006)

An empirical Bayes procedure for the selection of Gaussian graphical models. - Sophie Donnet; Jean-Michel Marin (Stat. Comput., 2012)

Bayesian Analysis of ODEs: Solver Optimal Accuracy and Bayes Factors. - Marcos A. Capistran; J. Andrés Christen; Sophie Donnet (SIAM/ASA J. Uncertain. Quantification, 2016)

Effects of competition on collective learning in advice networks. - Emmanuel Lazega; Avner Bar-Hen; Pierre Barbillon; Sophie Donnet (Soc. Networks, 2016)

Contributions à l'inférence statistique de modèles complexes - Sophie Donnet (2018)

A stochastic block model approach for the analysis of multilevel networks: An application to the sociology of organizations. - Saint-Clair Chabert-Liddell; Pierre Barbillon; Sophie Donnet; Emmanuel Lazega (Comput. Stat. Data Anal., 2021)

Learning common structures in a collection of networks. An application to food webs. - Saint-Clair Chabert-Liddell; Pierre Barbillon; Sophie Donnet (CoRR, 2022)

Auto-encoding GPS data to reveal individual and collective behaviour. - Saint-Clair Chabert-Liddell; Nicolas Bez; Pierre Gloaguen; Sophie Donnet; Stéphanie Mahévas (CoRR, 2023)