Despite clear implications for human capital accumulation, there has been little research on the postsecondary educational experiences of students living in public housing. While there is significant and growing research exploring outcomes for public housing tenants, even in the education sphere, little of this work focuses on postsecondary outcomes and what role, if any, public housing plays in human capital accumulation. Our case study, New York City, is home to both the nation's largest urban public university system and the largest public housing authority. In this work, we use matching techniques to identify and describe the residential characteristics of students at the City University of New York. We explore how students who live in public housing developments differ from their peers in terms of characteristics associated with success in college, including demographics, neighborhood poverty, and high school preparation. We use regression techniques to test the relation between public housing residence, neighborhood income, and two indicators of early college performance: successful completion of credits attempted and one-year retention. In a naive model (including only residence and high school characteristics), public housing residence is negatively associated with our outcomes of interest, but less so when we control for other factors, including neighborhood income. Specifically, for students pursuing an associate's degree, we find a negative relation between public housing residence and credit completion and a less pronounced negative relation with retention. We find no significant relation between public housing residence and either baccalaureate outcome.