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[download pdf] Bayesian Regression Modeling with INLA

2021.07.21 06:05

Bayesian Regression Modeling with INLA by Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway

Amazon kindle books free downloads uk Bayesian Regression Modeling with INLA

Download Bayesian Regression Modeling with INLA PDF

Bayesian Regression Modeling with INLA




Amazon kindle books free downloads uk Bayesian Regression Modeling with INLA

Overview

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.

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