A two-step Bayesian model improves small area population estimates by integrating health campaign data or household surveys with incomplete satellite settlement maps. It reduces errors by up to 73%, offering a practical solution in regions where traditional methods face limitations.
- Chibuzor Christopher Nnanatu
- Amy Bonnie
- Andrew J. Tatem