The analysis of population-wide datasets can provide insight on the health status large populations so that public officials make data-driven decisions. such often requires highly parameterized models with different types fixed and random effects to account for risk factors, spatial temporal variations, multilevel other sources uncertainty. To illustrate potential Bayesian hierarchical models, ...