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Bayesian estimation with INLA for logistic multilevel models
2013In multilevel models for binary responses, estimation is computationally challenging due to the need to evaluate intractable integrals. In this paper, we investigate the performance of a recently proposed Bayesian method for deterministic fast approximate inference, called Integrated Nested Laplace Approximation (INLA).
Metelli S. +2 more
openaire +1 more source
Why should you be excited about learning INLA? Motivations and introduction to INLA
2018Bakka, Haakon, Lombardo, Luigi
openaire +1 more source
Relative Roles of Listeriolysin O, InlA, and InlB in Listeria monocytogenes Uptake by Host Cells
Infection and Immunity, 2018Stephen Vadia +2 more
exaly
A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$
Computational Statistics, 2010Leonhard Held
exaly

