References for Markov random fields
Besag, J.: (1974): Spatial interaction and the statistical analysis
of latttice systems (with discussion). JRSS B 36:
Gelfand et al., ch. 1213.
Geyer, C.J. amd Thompson, E. A. (1992): Constrained Monte Carlo
maximum likelihood for dependent data (with discussion). JRSS B 54: 657-699.
Lindgren, F. and Rue, H. (2013), Bayesian
Spatial and Spatio-temporal Modelling with R-INLA, J.
Rue, H. and Held, J. (2005): Gaussian
random fields: theory and applications. Chapman &
Simpson, D., Lindgren, F., and Rue, H. (2010), In order to make
spatial statistics computationally feasible, we need to forget about
the covariance function, Environmetrics, 23, 6574.
Whittle, P. (1963): Stochastic processes in several dimensions. Bull. ISI 40: 974-994.