INLAtools: Functionalities for the 'INLA' Package

Contain code to work with latent Gaussian Markov random field (GMRF) models. Queries for the 'cgeneric' interface, specified as a way to implement new GMRF models to be fitted as model components in the 'INLA' package (<https://www.r-inla.org>). The implemented functionalities leverage the use of 'cgeneric' models and provide a way to debug the code as well to work with the prior for the model parameters and to sample from it. A Kronecker product method is also implemented to work with the four possible combinations between a 'cgeneric' and a 'rgeneric' model.

Getting started

Package details

AuthorElias Teixeira Krainski [cre, aut, cph] (ORCID: <https://orcid.org/0000-0002-7063-2615>), Haavard Rue’ [aut] (ORCID: <https://orcid.org/0000-0002-0222-1881>)
MaintainerElias Teixeira Krainski <eliaskrainski@gmail.com>
LicenseGPL (>= 2)
Version0.0.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("INLAtools")

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INLAtools documentation built on June 23, 2025, 5:09 p.m.