``This book introduces the basic paradigms of the Bayesian approach and describes the associated computational issues. Detailing the theory behind the INLA approach and the R …

2021年8月29日 · This book introduces the integrated nested Laplace approximation (INLA) for Bayesian inference and its associated R package R-INLA.

2021年9月30日 · Bayesian Inference with INLA provides a description of INLA and its associated R package for model fitting. This book describes the underlying methodology as well as how to …

This book introduces the integrated nested Laplace approximation (INLA) for Bayesian inference and its associated R package R-INLA.

2015年6月2日 · Spatial and Spatio-temporal Bayesian Models with R-INLA introduces the basic paradigms of the Bayesian approach and describes the associated computational issues. …

2024年4月26日 · 积分嵌套拉普拉斯近似（Integrated Nested Laplace Approximations，INLA）是拟合一大类贝叶斯回归模型的新方法。 使用INLA无须抽取边际后验分布的样本，因此在计算 …

Bayesian Inference with INLA provides a description of INLA and its associated R package for model fitting. This book describes the underlying methodology as well as how to fit a wide …

Bayesian Inference with INLA provides a description of INLA and its associated R package for model fitting. This book describes the underlying methodology as well as how to fit a wide …

This book will focus on the integrated nested Laplace approximation (INLA, Havard Rue, Martino, and Chopin 2009) for approximate Bayesian inference. INLA is one of several recent …

2018年1月28日 · Bayesian Regression Modeling with INLA covers a wide range of modern regression models and focuses on the INLA technique for building Bayesian models using real …