Aim
Fit a statistical model that:
- can support various distribution families for the response variable
- accommodates fixed and random effects
- captures spatial correlation structure as a random effect
- provides spatial predictions with uncertainty measures
We will specify the spatial random effect as a Gaussian Random Field (GRF) with zero mean and a Matérn correlation.