Búsqueda de LIBROS DEL AUTOR: virgilio gomez rubio

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  • BAYESIAN INFERENCE WITH INLA
    ebook
    BAYESIAN INFERENCE WITH INLA
    VIRGILIO GOMEZ-RUBIO
    The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical Markov chain Monte Carlo (MCMC) methods. INLA focuses on marginal inference on the model parameters of latent Gaussian Markov random fields models and exploits conditional independence properties in the model for computat...

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  • ADVANCED SPATIAL MODELING WITH STOCHASTIC PARTIAL DIFFERENTIAL EQUATIONS USING R AND INLA
    ebook
    ADVANCED SPATIAL MODELING WITH STOCHASTIC PARTIAL DIFFERENTIAL EQUATIONS USING R AND INLA
    ELIAS KRAINSKI / VIRGILIO GÓMEZ-RUBIO / HAAKON BAKKA / AMANDA LENZI / DANIELA CASTRO-CAMILO / DANIEL SIMP
    Modeling spatial and spatio-temporal continuous processes is an important and challenging problem in spatial statistics. Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA describes in detail the stochastic partial differential equations (SPDE) approach for modeling continuous spatial processes with a Matérn covariance, which has been impl...

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