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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…
stat.ME2010
Random threshold for linear model selection, revisited
Merlin Keller, Marc Lavielle
In [Lavielle and Ludena 07], a random thresholding metho d is intro duced to select the significant, or non null, mean terms among a collection of independent random variables, and…