Rue, Håvard

Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations

Rue, H., Martino, S., & Chopin, N. (2009) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Markov Chains and Monte Carlo MethodsGaussian Processes and Bayesian Inference

Cited by 5,279

An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach

Lindgren, F., Rue, H., & Lindström, J. (2011) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Spatial and Panel Data AnalysisGaussian Processes and Bayesian Inference

Cited by 2,708

Bayesian Spatial Modelling with R-INLA

Lindgren, F., & Rue, H. (2015) · Journal of Statistical Software

Spatial and Panel Data AnalysisData Analysis with R

Cited by 1,188

Bayesian Computing with INLA: A Review

Rue, H., Riebler, A., Sørbye, S. H., Illian, J. B., Simpson, D. P., & Lindgren, F. K. (2017) · Annual Review of Statistics and Its Application

Gaussian Processes and Bayesian InferenceMarkov Chains and Monte Carlo Methods

Cited by 737

A new avenue for Bayesian inference with INLA

Van Niekerk, J., Krainski, E., Rustand, D., & Rue, H. (2023) · Computational Statistics & Data Analysis

Markov Chains and Monte Carlo MethodsStatistical Methods and Bayesian Inference

Cited by 75