INLA

URI: https://gptkb.org/entity/INLA

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:statistical_analysis
gptkbp:advantage	computational efficiency avoids MCMC sampling fast approximate Bayesian inference
gptkbp:application	ecology epidemiology spatial statistics time series analysis disease mapping
gptkbp:citation	Rue, H., Martino, S., & Chopin, N. (2009). Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society: Series B, 71(2), 319-392.
gptkbp:developedBy	gptkb:Finn_Lindgren gptkb:Håvard_Rue gptkb:Sara_Martino
gptkbp:firstPublished	2009
gptkbp:fullName	gptkb:Integrated_Nested_Laplace_Approximation
gptkbp:implementedIn	gptkb:R-INLA
gptkbp:relatedTo	gptkb:Markov_Chain_Monte_Carlo Gaussian Markov random fields
gptkbp:usedFor	Bayesian inference latent Gaussian models
gptkbp:website	https://www.r-inla.org/
gptkbp:bfsParent	gptkb:Official_IRA gptkb:Provisional_IRA gptkb:Ulster_Defence_Association gptkb:Irish_National_Liberation_Army gptkb:Ulster_Volunteer_Force
gptkbp:bfsLayer	6
https://www.w3.org/2000/01/rdf-schema#label	INLA