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:

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

\[Y_i \sim \mathcal{Poisson}(\mu_i)\]

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