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:
\[Y_i \sim \mathcal{N}(\mu_i, \sigma^2_i)\]
\[Y_i \sim \mathcal{Poisson}(\mu_i)\]
\[Y_i \sim \mathcal{Bin}(n, \pi_i)\]