Table 5. Spatial regression helping to improve OLS performance (In-Sample R-squared) for New York.

City	Asian	Afro-American	Graduate Degree	Income per cap.
OLS	0.42	0.58	0.49	0.69
Spatial Lag	0.74	0.84	0.65	0.73