The EM algorithm is often used for finding the maximum likelihood estimates in generalized linear models with incomplete data. In this article, the author presents a robust method in the framework of ...

James G. Booth, James P. Hobert, Maximizing Generalized Linear Mixed Model Likelihoods with an Automated Monte Carlo EM Algorithm, Journal of the Royal Statistical Society.