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stat.CO2019★ 11 cited
Bayesian Multivariate Spatial Models for Lattice Data with INLA
Francisco Palmi-Perales, Virgilio Gomez-Rubio, Miguel A. Martinez-Beneito
The INLAMSM package for the R programming language provides a collection of multivariate spatial models for lattice data that can be used with package INLA for Bayesian inference.…
stat.CO2017★ 3 cited
Spatial Models with the Integrated Nested Laplace Approximation within Markov Chain Monte Carlo
Virgilio Gómez-Rubio, Francisco Palmí-Perales
The Integrated Nested Laplace Approximation (INLA) is a convenient way to obtain approximations to the posterior marginals for parameters in Bayesian hierarchical models when the l…