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vrcmort provides tools for fitting hierarchical Bayesian models to vital registration mortality when reporting completeness changes over time (for example during armed conflict).

The package is organised around a two-layer model:

  • a latent mortality process (true deaths), and
  • a reporting process (registration completeness, including age-selective collapse).

Where to start

  • Read Model Introduction for the quickest orientation.
  • Then move to Model Description for the mathematics.
  • Use the tutorials to prepare VR long data from individual records and to run common modelling workflows.