Song, Hae-Ryoung; Fuentes, Montserrat; Ghosh, Sujit - In: Journal of Multivariate Analysis 99 (2008) 8, pp. 1681-1697
Gaussian geostatistical models (GGMs) and Gaussian Markov random fields (GMRFs) are two distinct approaches commonly used in spatial models for modeling point-referenced and areal data, respectively. In this paper, the relations between GGMs and GMRFs are explored based on approximations of...