Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation

Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation

The integrated nested Laplace approximation (INLA) provides a fast and effective method for marginal inference in Bayesian hierarchical models. This methodology has been implemented in the <b>R-INLA</b> package which permits INLA to be used from within R statistical software. Although IN...

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Bibliographic Details
Main Authors: Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Mathematics
Subjects:
Bayesian inference
INLA
R
spatial econometrics
spatial statistics
Online Access:https://www.mdpi.com/2227-7390/9/17/2044

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