HPAI Workflow Step 10: Data Integration Choices #11
Description
Objective
Determine how to combine multiple data sources and modules.
Options
- Full joint modelling (fit all data simultaneously)
- Staged approach (fit modules separately, combine via Markov melding)
- Ensembling (combine independent estimates)
Considerations
- Computational feasibility
- Module compatibility
- Propagating uncertainty between stages
Deliverable
Integration strategy document or implementation