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Bayesian estimation with integrated nested Laplace approximation for binary logit mixed models
Journal of Statistical Computation and Simulation, 2014In 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 integrated nested Laplace approximation (INLA), a fast deterministic method for Bayesian inference.
GRILLI, LEONARDO +2 more
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Communications in Statistics Case Studies Data Analysis and Applications, 2023
Tadele Akeba Diriba +1 more
exaly
Tadele Akeba Diriba +1 more
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Modelling spatial hospital recruitment via integrated nested Laplace approximations
2011We propose different spatial models to study hospital recruitment, including some potentially explicative variables. Data analysed concern the hospital recruitment of the Haute Alsace a region in the north-east of France. Spatial models can be employed to show current patterns of healthcare utilization and to monitor changes in primary care access ...
MUSIO, MONICA, SAULEAU EA
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Multivariate Posterior Inference for Spatial Models with the Integrated Nested Laplace Approximation
Journal of the Royal Statistical Society Series C: Applied Statistics, 2019Virgilio Gómez-Rubio +1 more
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The Integrated Nested Laplace Approximations methodology
Denis Rustand +3 moreopenaire +1 more source
2023 27th International Conference on Methods and Models in Automation and Robotics (MMAR), 2023
Andrzej Nescior +3 more
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Andrzej Nescior +3 more
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Bayesian Analysis of Measurement Error Models Using Integrated Nested Laplace Approximations
Journal of the Royal Statistical Society Series C: Applied Statistics, 2015Stefanie Muff +2 more
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