Predictive Analytics in Banking: Regulatory Reporting, Supervision, and Portfolio Oversight, Advances and Future Opportunities
Predictive analytics has moved from a peripheral experimental capability to a central instrument in how banks report to regulators, how supervisors monitor systemic and idiosyncratic risk, and how institutions oversee the health of their portfolios. This paper surveys the state of the art across three interlocking doma...