We estimated the effect of the share of mortgage lending by individual banks (together with some control variables) on two measures of financial stability - the bank Z-score and the nonperforming loan ratio - for a sample of 212 banks in 19 emerging Asian economies for 2007–2013 from the...

Using a unique and comprehensive dataset of loan-level home equity lines of credit serviced by large US national banks, we confirm that default risk of home equity lines of credit increases at end of draw. More importantly, we quantify the increase in default risk with the size of positive...

Fair lending analysis of non-mortgage credit products often involves proxying for race/ethnicity since such information is not required to be reported. Using mortgage data, this paper evaluates a series of proxy approaches (geo, surname, geo-surname, and BISG) as compared with the race/ethnicity...

Stress testing models have been developed at various levels of data aggregation with or without risk attributes, but there is limited research on the joint impact of these modeling choices. In this paper, we investigate how data aggregation and risk attributes affect the development and...

Long-term auto loans have become increasingly popular in the past decade. We find that consumers use these loans to obtain larger auto loans with lower monthly payments. After controlling for the observed risk factors typically available during the underwriting process, auto loans with...