activity
20172026
most citedSpatial Models with the Integrated Nested Laplace Approximation within Markov Chain Monte Carlo

3 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2026

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…

stat.ME2022

Fitting Double Hierarchical Models with the Integrated Nested Laplace Approximation

Mabel Morales-Otero, Virgilio Gómez-Rubio, Vicente Núñez-Antón

Double hierarchical generalized linear models (DHGLM) are a family of models that are flexible enough as to model hierarchically the mean and scale parameters. In a Bayesian framew…