<p>The Integrated Nested Laplace Approximation is a popular method for approximate Bayesian inference. INLA is an alternative to other methods for Bayesian inference such as Markov Chain Monte Carlo that are more computationally demanding. In addition the R-INLA package for the R statistical software provides a way to fit such models in practice
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