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.