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

    Joomla ebook free download Bayesian Regression Modeling with INLA by Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway 9781498727259 (English Edition) FB2


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    • Bayesian Regression Modeling with INLA
    • Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway
    • Page: 324
    • Format: pdf, ePub, mobi, fb2
    • ISBN: 9781498727259
    • Publisher: Taylor & Francis

     

    Download eBook

     

     

     

    Joomla ebook free download Bayesian Regression Modeling with INLA by Xiaofeng Wang, Yu Yue Ryan, Julian J. Faraway 9781498727259 (English Edition) FB2

     

    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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