Note: Controls are income, how much of the home's value is being borrowed, debt measured against income, what the loan is for, and whether it is a first or a second mortgage. Run on a 200,000-row stratified sample. The remaining gap is unexplained variation, not proof of discrimination.

Source: public HMDA filings, 2023 to 2025. hmda-audit analysis.