2 papers
stat.ME2024
Scalable Expectation Propagation for Mixed-Effects Regression
Jackson Zhou, John T. Ormerod, Clara Grazian
Mixed-effects regression models represent a useful subclass of regression models for grouped data; the introduction of random effects allows for the correlation between observation…
stat.ME2018
Fast and Accurate Binary Response Mixed Model Analysis via Expectation Propagation
P. Hall, I. M. Johnstone, J. T. Ormerod +2
Expectation propagation is a general prescription for approximation of integrals in statistical inference problems. Its literature is mainly concerned with Bayesian inference scena…