Efficient model exploration with the integrated nested Laplace approximation

Héctor López-Gómez, Virgilio Gómez-Rubio, Gonzalo García-Donato

Model and variable selection are important topics in Bayesian inference. In particular, the selection of different fixed, random effects and hyperparameters in hierarchical models…