Mukherjee, Chiranjit; Kasibhatla, Prasad; West, Mike - In: Annals of the Institute of Statistical Mathematics 66 (2014) 3, pp. 473-494
We discuss a new class of spatially varying, simultaneous autoregressive (SVSAR) models motivated by interests in flexible, non-stationary spatial modelling scalable to higher dimensions. SVSAR models are hierarchical Markov random fields extending traditional SAR models. We develop Bayesian...