Haas School of Business
545 Student Services #1900
Berkeley, CA 94720-1900
Institutional Affiliation: University of California at Berkeley
NBER Working Papers and Publications
|June 2019||Consumer-Lending Discrimination in the FinTech Era|
with Robert Bartlett, Adair Morse, Richard Stanton: w25943
Discrimination in lending can occur either in face-to-face decisions or in algorithmic scoring. We provide a workable interpretation of the courts’ legitimate-business-necessity defense of statistical discrimination. We then estimate the extent of racial/ethnic discrimination in the largest consumer-lending market using an identification afforded by the pricing of mortgage credit risk by Fannie Mae and Freddie Mac. We find that lenders charge Latinx/African-American borrowers 7.9 and 3.6 basis points more for purchase and refinance mortgages respectively, costing them $765M in aggregate per year in extra interest. FinTech algorithms also discriminate, but 40% less than face-to-face lenders. These results are consistent with both FinTech and non-FinTech lenders extracting monopoly rents in ...
|July 2010||CMBS Subordination, Ratings Inflation, and the Crisis of 2007-2009|
with Richard Stanton: w16206
This paper analyzes the performance of the commercial mortgage-backed security (CMBS) market before and during the recent financial crisis. Using a comprehensive sample of CMBS deals from 1996 to 2008, we show that (unlike the residential mortgage market) the loans underlying CMBS did not significantly change their characteristics during this period, commercial lenders did not change the way they priced a given loan, defaults remained in line with their levels during the entire 1970s and 1980s and, overall, the CMBS and CMBX markets performed as normal during the financial crisis (at least by the standards of other recent market downturns). We show that the recent collapse of the CMBS market was caused primarily by the rating agencies allowing subordination levels to fall to levels that pr...
|June 2010||CMBS Subordination, Ratings Inflation, and the Crisis of 2007-2009|
with Richard Stanton
in Market Institutions and Financial Market Risk, Mark Carey, Anil Kashyap, Raghuram Rajan, and René Stulz, organizers