7 citations · 17 across the 5 of their papers we have counts for
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stat.CO2017
Stochastic Proximal Gradient Algorithms for Penalized Mixed Models
Gersende Fort, Edouard Ollier, Adeline Samson
Motivated by penalized likelihood maximization in complex models, we study optimization problems where neither the function to optimize nor its gradient have an explicit expression…
stat.CO2015
A SAEM Algorithm for Fused Lasso Penalized Non Linear Mixed Effect Models: Application to Group Comparison in Pharmacokinetic
Edouard Ollier, Adeline Samson, Xavier Delavenne +1
Non linear mixed effect models are classical tools to analyze non linear longitudinal data in many fields such as population Pharmacokinetic. Groups of observations are usually com…