INLA and GRFs
INLA can fit models containing a Gaussian Markov Random Field (GMRF).
It does this by solving an SPDE (stochastic partial differential equation) on the vertices of a triangulated mesh.
Generating the GMRF by solving the SPDE on the mesh can be controlled by:
- setting the smoothness parameter of the spatial autocorrelation
- requiring zero mean