Approximate Bayesian inference for hierarchical Gaussian Markov random field models

Spatial Interaction and the Statistical Analysis of Lattice Systems

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 6.2K citations

Computing, Ecology, Plant Ecology +16

Bayesian image restoration, with two applications in spatial statistics

Julian Besag, Jeremy York, Annie Molli� · Annals of the Institute of Statistical Mathematics · 1991 · 4.3K citations

Computing, Computer Science, Bayesian Data Analysis +13

Model-Based Geostatistics

Peter J. Diggle, Jonathan A. Tawn, Rana Moyeed · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1998 · 2.2K citations · Full text

Veterinary Medicine, Biostatistics, Infectious Diseases +17

Accurate Approximations for Posterior Moments and Marginal Densities

Luke Tierney, Joseph B. Kadane · Journal of the American Statistical Association · 1986 · 2K citations

Natural Sciences, Mathematics, Probability Theory +16

Statistical Analysis of Non-Lattice Data

Julian Besag · Journal of the Royal Statistical Society Series D (The Statistician) · 1975 · 1.6K citations

Natural Sciences, Mathematics, Probability Theory +9