Bayesian Model Averaging with the Integrated Nested Laplace Approximation

The integrated nested Laplace approximation (INLA) for Bayesian inference is an efficient approach to estimate the posterior marginal distributions of the parameters and latent effects of Bayesian hierarchical models that can be expressed as latent Gaussian Markov random fields (GMRF). The represent...

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Bibliographic Details
Main Authors: Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Econometrics
Subjects:
Online Access:https://www.mdpi.com/2225-1146/8/2/23