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Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 01/2019, Volume 68, Issue 1, pp. 199 - 215
Summary The integrated nested Laplace approximation (INLA) is a convenient way to obtain approximations to the posterior marginals for parameters in Bayesian... 
Disease mapping | Spatial econometrics | Bayesian inference | Markov chain Monte Carlo methods | Integrated nested Laplace approximation | INLA | STATISTICS & PROBABILITY | BAYESIAN-INFERENCE | Monte Carlo method | Parameter estimation | Correlation | Approximation | Disease | Computer simulation | Dependence | Markov chains | Inference | Mapping | Econometrics | Bayesian analysis
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 03/2019, Volume 48, Issue 3, pp. 819 - 836
The combined model accounts for different forms of extra-variability and has traditionally been applied in the likelihood framework, or in the Bayesian setting... 
Secondary 62-07 | Primary 62F15 | Count data | Integrated nested Laplace approximation | Combined model | Bayesian inference | Spatial data analysis | OVERDISPERSION | STATISTICS & PROBABILITY | OUTCOMES | BAYESIAN-INFERENCE | Approximation | Spatial data | Computer simulation | Mathematical analysis | Markov chains | Markov analysis | Bayesian analysis | Monte Carlo simulation
Journal Article
ISPRS International Journal of Geo-Information, ISSN 2220-9964, 09/2016, Volume 5, Issue 9, pp. 162 - 162
Journal Article
Procedia Environmental Sciences, ISSN 1878-0296, 2015, Volume 27, pp. 116 - 118
The new slm latent model for estimating spatial econometrics models using INLA has recently been introduced. It will be described briefly and its use will be... 
Integrated Nested Laplace Approximation | Spatial econometrics
Journal Article