Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA

By Havard Rue, Daniela Castro-Camilo, Daniel Simpson, et al.

Book Overview

The Integrated Nested Laplace Approximation is a popular method for approximate Bayesian inference. INLA is an alternative to other methods for Bayesian inference, such as Markov Chain Monte Carlo, that are more computationally demanding. In addition, the R-INLA package for the R statistical software provides a way to fit such models in practice

• Format: Paperback
• Language: English
• ISBN: 0367570645
• ISBN13: 9780367570644
• Release Date: June 2020
• Publisher: CRC Press
• Length: 284 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.7" x 5.9" x 9.1"