Bayesian regression modeling with INLA

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...

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Bibliographic Details

Main Authors:	Wang, Xiaofeng (Author), Yue, Yu (Author), Faraway, Julian James (Author)
Format:	Book
Language:	English
Published:	Boca Raton, FL CRC Press, Taylor & Francis Group 2018
Series:	Chapman & Hall/CRC computer science and data analysis series
Subjects:	Regression analysis. Bayesian statistical decision theory. Laplace transformation.
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