Overview | Models | Example workflow with the MSTCAR model | Data preparation | Event/population data | Adjacency information | Running the model | Estimate extraction | Age-standardization | Estimate suppression | Illustrative Example: Mapping Estimates | Closing Thoughts

Overview | Requirements | Example: Massachusetts Map Data | Closing Thoughts

Overview | The get_estimates() function | The age_standardization() function | Final thoughts

Overview | Traceplots | Final thoughts

Overview | How does spatial smoothing work? | Model informativeness | The Restricted CAR (RCAR) model | Restricted models and age-standardization | The RCAR Model, Reliability, and Suppression | Choosing between restricted vs unrestricted models | Future developments | Final thoughts

Overview | The load_samples() function | Group aggregation | Age-standardization | Estimates and Reliability | Closing Thoughts

Overview | Requirements | Example: CDC WONDER dataset | Data setup for other models | Closing Thoughts

Overview | Initial value specifications | Initial values for the MSTCAR model | Initial values for the MCAR model | Initial values for the CAR/RCAR model

Overview | The *car() functions | The CAR model | The RCAR model | The MCAR model | The MSTCAR model | Arguments of the *car() function | The inits argument | The priors argument | The method argument | m0 and A | The update_rho argument | The seed argument | The ignore_checks argument | Closing Thoughts

Overview | Prior specifications | Priors for the MSTCAR model | Priors for the MCAR model | Priors for the CAR/RCAR model

Overview | The CAR Hierarchical Model | The MCAR Hierarchical Model | The MSTCAR Hierarchical Model

Overview | Generic errors and warnings | Errors and warnings with list data | Errors and warnings with list sp_data | inits and priors | ignore_checks