Improving the INLA approach for approximate Bayesian inference for latent Gaussian models

Egil Ferkingstad, Håvard Rue

We introduce a new copula-based correction for generalized linear mixed models (GLMMs) within the integrated nested Laplace approximation (INLA) approach for approximate Bayesian i…