Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model. - Adeline Samson; Marc Lavielle; France Mentré (Comput. Stat. Data Anal., 2006)

A SAEM algorithm for fused lasso penalized NonLinear Mixed Effect Models: Application to group comparison in pharmacokinetics. - Edouard Ollier; Adeline Samson; Xavier Delavenne; Vivian Viallon (Comput. Stat. Data Anal., 2016)

Parameter estimation of complex mixed models based on meta-model approach. - Pierre Barbillon; Célia Barthélémy; Adeline Samson (Stat. Comput., 2017)

Coupling stochastic EM and approximate Bayesian computation for parameter inference in state-space models. - Umberto Picchini; Adeline Samson (Comput. Stat., 2018)

mixedsde: A Package to Fit Mixed Stochastic Differential Equations. - Charlotte Dion; Simone Hermann; Adeline Samson (R J., 2019)

Stochastic proximal-gradient algorithms for penalized mixed models. - Gersende Fort; Edouard Ollier; Adeline Samson (Stat. Comput., 2019)

Splitting methods for SDEs with locally Lipschitz drift. An illustration on the FitzHugh-Nagumo model. - Evelyn Buckwar; Adeline Samson; Massimiliano Tamborrino; Irene Tubikanec (CoRR, 2021)

Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations. - Quentin Clairon; Adeline Samson (Comput. Stat., 2022)

Inference for the stochastic FitzHugh-Nagumo model from real action potential data via approximate Bayesian computation. - Adeline Samson; Massimiliano Tamborrino; Irene Tubikanec (Comput. Stat. Data Anal., 2025)