New Frontiers in Bayesian Modeling Using the INLA Package in R

The INLA package provides a tool for computationally efficient Bayesian modeling and inference for various widely used models, more formally the class of latent Gaussian models. It is a non-sampling based framework which provides approximate results for Bayesian inference, using sparse matrices. The...

Full description

Bibliographic Details
Main Authors: Janet Van Niekerk, Haakon Bakka, Håvard Rue, Olaf Schenk
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2021-11-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3793