INLA provides fast deterministic approximations to posterior quantities in latent Gaussian models via analytical and numerical methods, with an R implementation and extensions to MCMC.
K., Friede, T., and Held, L
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Integrated Nested Laplace Approximations (INLA)
INLA provides fast deterministic approximations to posterior quantities in latent Gaussian models via analytical and numerical methods, with an R implementation and extensions to MCMC.