Generalized Linear Mixed Model Analysis via Expectation Propagation
Controlling generalized linear mixed model fitting via expectation pro...
Approximate frequentist inference for generalized linear mixed models ...
Display the package's vignette.
Simulation of data from a generalized linear mixed model.
Inferential summary for a generalized linear mixed model with expectat...
Approximate frequentist inference for generalized linear mixed model analysis with expectation propagation used to circumvent the need for multivariate integration. In this version, the random effects can be any reasonable dimension. However, only probit mixed models with one level of nesting are supported. The methodology is described in Hall, Johnstone, Ormerod, Wand and Yu (2018) <arXiv:1805.08423v1>.