Ibook téléchargements gratuits Bayesian Regression Modeling with INLA 9781498727259

Bayesian Regression Modeling with INLA

Bayesian Regression Modeling with INLA

by Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway

Editeur : Taylor & Francis
ISBN: 9781498727259
Broché: 324
Télécharger les formats: pdf, ePub, mobi, fb2
Taille du fichier: 9 Mb
Date d'affichage: 2020-09-21
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La description:

Bayesian Regression Modeling with INLA by Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway This book addresses the applications of extensively used regression models under a Bayesian framework. It emphasizes efficient Bayesian inference through integrated nested Laplace approximations (INLA) and real data analysis using R. The INLA method directly computes very accurate approximations to the posterior marginal distributions and is a promising alternative to Markov chain Monte Carlo (MCMC) algorithms, which come with a range of issues that impede practical use of Bayesian models.