26 citations · 62 across the 14 of their papers we have counts for
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stat.ME2026
Extending the saemix package for R to fit non Gaussian outcomes
Emmanuelle Comets, Maud Delattre, Belhal Karimi
Background and Objectives: Longitudinal data are increasingly collected in clinical trials to provide information on treatment action and disease evolution. The trajectory of conti…
stat.ME2019★ 1 cited
f-SAEM: A fast Stochastic Approximation of the EM algorithm for nonlinear mixed effects models
Belhal Karimi, Marc Lavielle, Eric Moulines
The ability to generate samples of the random effects from their conditional distributions is fundamental for inference in mixed effects models. Random walk Metropolis is widely us…