Bayesian spatial models in INLA

Likelihood distribution for each observed response.

$$Y_i|\eta_i,\theta_1 \sim \pi(Y_i|\eta_i,\theta_1)$$ Example distributions:

$$Y_i \sim \mathcal{N}(\mu_i, \sigma^2_i)$$

$$Y_i \sim \mathcal{Poisson}(\mu_i)$$

$$Y_i \sim \mathcal{Bin}(n, \pi_i)$$