Bayesian Regression Modeling with Inla

By Xiaofeng Wang, Yu Yue Ryan, Julian J Faraway, et al.

Book Overview

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 p

• Format: Paperback
• Language: English
• ISBN: 0367572265
• ISBN13: 9780367572266
• Release Date: June 2020
• Publisher: CRC Press
• Length: 324 Pages
• Weight: 1.01 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"