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Numerical Recipes for Landslide Spatial Prediction Using R-INLA
2019The geomorphological community typically assesses the landslide susceptibility at the catchment or larger scales through spatial predictive models. However, the spatial information is conveyed only through the geographical distribution of the covariates.
Lombardo, Luigi +2 more
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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
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