Regulations leading up to the financial crisis of 2007-2009 provided incentives for banks shift their risk profiles toward less regulated areas. We focus on the case of operational risk which went from being a relatively benign and largely unregulated risk type to a major risk that now accounts...

Using account level credit-card data from six major commercial banks from January 2009 to December 2013, we apply machine-learning techniques to combined consumer-tradeline, credit-bureau, and macroeconomic variables to predict delinquency. In addition to providing accurate measures of loss...

Using account level credit-card data from six major commercial banks from January 2009 to December 2013, we apply machine-learning techniques to combined consumer-tradeline, credit-bureau, and macroeconomic variables to predict delinquency. In addition to providing accurate measures of loss...