Multi-dimensional multivariate Gaussian Markov random fields with application to image processing

Spatial Classification Using Fuzzy Membership Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Conditional Autoregressive Gaussian Process for Irregularly Spaced Multivariate Data with Application to Modelling Large Sets of Binary Data

Statistics and Computing

Space-varying regression models: specifications and simulation

Computational Statistics & Data Analysis - Special issue: Computational econometrics

Multivariate spatial regression models

Journal of Multivariate Analysis

Bayesian multivariate spatial models for roadway traffic crash mapping

Journal of Multivariate Analysis

Image classification based on Markov random field models with Jeffreys divergence

Journal of Multivariate Analysis - Special issue dedicated to Professor Yasunori Fujikoshi

Assessing local model adequacy in Bayesian hierarchical models using the partitioned deviance information criterion

Computational Statistics & Data Analysis