Valid parameter space of a bivariate Gaussian Markov random field with a generalized block-Toeplitz precision matrix

Mattia Molinaro, Reinhard Furrer

Gaussian Markov random fields (GMRFs) are extensively used in statistics to model area-based data and usually depend on several parameters in order to capture complex spatial corre…