References

Comets, Emmanuelle, Audrey Lavenu, and Marc Lavielle. 2017. “Parameter Estimation in Nonlinear Mixed Effect Models Using Saemix, an R Implementation of the Saem Algorithm.” Journal of Statistical Software, Articles 80 (3): 1–41. doi:10.18637/jss.v080.i03.

Delyon, Bernard, Marc Lavielle, and Eric Moulines. 1999. “Convergence of a stochastic approximation version of the EM algorithm.” Ann. Statist. 27 (1). The Institute of Mathematical Statistics: 94–128. doi:10.1214/aos/1018031103.

Karimi, Belhal, Marc Lavielle, and Eric Moulines. 2020. “F-Saem: A Fast Stochastic Approximation of the Em Algorithm for Nonlinear Mixed Effects Models.” Computational Statistics & Data Analysis 141. Elsevier: 123–38.

Kuhn, Estelle, and Marc Lavielle. 2004. “Coupling a stochastic approximation version of EM with an MCMC procedure.” ESAIM: Probability and Statistics 8. EDP-Sciences: 115–31. http://eudml.org/doc/245020.

Samson, Adeline, Marc Lavielle, and France Mentré. 2006. “Extension of the Saem Algorithm to Left-Censored Data in Nonlinear Mixed-Effects Model: Application to Hiv Dynamics Model.” Computational Statistics & Data Analysis 51 (3). Elsevier: 1562–74.