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Bayesian Inference With Inla Virgilio Gmezrubio

  • SKU: BELL-59822574
Bayesian Inference With Inla Virgilio Gmezrubio
$ 31.00 $ 45.00 (-31%)

4.7

96 reviews

Bayesian Inference With Inla Virgilio Gmezrubio instant download after payment.

Publisher: Chapman & Hall/CRC
File Extension: PDF
File size: 14.91 MB
Pages: 354
Author: Virgilio Gómez-Rubio
ISBN: 9781138039872, 113803987X
Language: English
Year: 2020

Product desciption

Bayesian Inference With Inla Virgilio Gmezrubio by Virgilio Gómez-rubio 9781138039872, 113803987X instant download after payment.

The Integrated Nested Laplace Approximation (INLA) is a popular method for approximate Bayesian inference. This book provides an introduction to the underlying INLA methodology and practical guidance on how to fit different models with R-INLA and R. This covers a wide range of applications, such as multilevel models, spatial models and survival models, The book will also cover recent research on how to extend the types of models that can be fitted with INLA and R-INLA. This will include built-in features in R-INLA to define new latent models directly in R as well as combining INLA with numerical integration and MCMC methods

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