Adeline Samson

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Linear Gaussian

Partially Observed

Parameter Estimation

Stochastic Differential Equations

Top Venues

Publications

Quentin Clairon, Adeline Samson
Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations. Comput. Stat. 37 (5) (2022)
Evelyn Buckwar, Adeline Samson, Massimiliano Tamborrino, Irene Tubikanec
Splitting methods for SDEs with locally Lipschitz drift. An illustration on the FitzHugh-Nagumo model. CoRR (2021)
Charlotte Dion, Simone Hermann, Adeline Samson
mixedsde: A Package to Fit Mixed Stochastic Differential Equations. R J. 11 (1) (2019)
Gersende Fort, Edouard Ollier, Adeline Samson
Stochastic proximal-gradient algorithms for penalized mixed models. Stat. Comput. 29 (2) (2019)
Umberto Picchini, Adeline Samson
Coupling stochastic EM and approximate Bayesian computation for parameter inference in state-space models. Comput. Stat. 33 (1) (2018)
Pierre Barbillon, Célia Barthélémy, Adeline Samson
Parameter estimation of complex mixed models based on meta-model approach. Stat. Comput. 27 (4) (2017)
Edouard Ollier, Adeline Samson, Xavier Delavenne, Vivian Viallon
A SAEM algorithm for fused lasso penalized NonLinear Mixed Effect Models: Application to group comparison in pharmacokinetics. Comput. Stat. Data Anal. 95 (2016)
Adeline Samson, Marc Lavielle, France Mentré
Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model. Comput. Stat. Data Anal. 51 (3) (2006)