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Bayesian Inference with Inla

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Bayesian inference with INLA - Gomez-Rubio, Virgilio
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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 ...

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Bayesian inference with INLA 2021, CRC Press, Oxford

ISBN-13: 9781032174532

Trade paperback

Bayesian Inference with Inla 2020, CRC Press, Oxford

ISBN-13: 9781138039872

Hardcover