Browsing Articles (SAM) by Author "Rue, Håvard"
A New Latent Class to Fit Spatial Econometrics Models with Integrated Nested Laplace Approximations Gómez-Rubio, Virgilio; Bivand, Roger; Rue, Håvard (Journal article; Peer reviewed, 2015)The new slm latent model for estimating spatial econometrics models using INLA has recently been introduced. It will be described briefly and its use will be demonstrated in the accompanying poster.
Bivand, Roger; Gómez-Rubio, Virgilio; Rue, Håvard (Journal article; Peer reviewed, 2014)In this paper we explore the use of the Integrated Laplace Approximation (INLA) for Bayesian inference in some widely used models in Spatial Econometrics. Bayesian inference often relies on computationally intensive ...
Bivand, Roger; Gómez-Rubio, Virgilio; Rue, Håvard (Journal article; Peer reviewed, 2015-01)The integrated nested Laplace approximation (INLA) provides an interesting way of approximating the posterior marginals of a wide range of Bayesian hierarchical models. This approximation is based on conducting a Laplace ...