Fractional Gaussian noise: Prior specification and model comparison

Penalised Complexity Priors for Stationary Autoregressive Processes

(2017) Sigrunn Holbek Sørbye et al.   JOURNAL OF TIME SERIES ANALYSIS

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

(2017) Daniel Simpson et al.   STATISTICAL SCIENCE

Statistics of Regional Surface Temperatures after 1900: Long-Range versus Short-Range Dependence and Significance of Warming Trends

(2016) Ola Løvsletten et al.   JOURNAL OF CLIMATE

An intuitive Bayesian spatial model for disease mapping that accounts for scaling

(2016) Andrea Riebler et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Bayesian computing with INLA: New features

(2013) Thiago G. Martins et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Scaling intrinsic Gaussian Markov random field priors in spatial modelling

(2013) Sigrunn Holbek Sørbye et al.   Spatial Statistics

Estimation of the Hurst exponent from noisy data: a Bayesian approach

(2012) N. Makarava et al.   EUROPEAN PHYSICAL JOURNAL B

Bayesian estimation of self-similarity exponent

(2011) Natallia Makarava et al.   PHYSICAL REVIEW E

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY