Bayesian Improved Surname Geocoding: How It Works and Where We Use It

Bayesian Improved Surname Geocoding (BISG) is a probabilistic method that estimates racial and ethnic group membership using last names and residential geography — a practical tool for working with administrative data that lacks race and ethnicity fields.