"In late 2008, the world's financial system was teetering on the brink of systemic collapse. While the impacts of the global financial crisis would be felt immediately, at every level of the economy, it would also send years-long aftershocks through investment, banking and regulatory circles...

This paper develops a novel measure of systemic risk that combines mapping technology and regression methods. Self-organizing maps (SOM) and lasso logistic regressions are employed to estimate default probabilities for individual U.S. commercial banks from 2001 to 2017. Subsequently, these...

The heterogeneity of the United States (U.S.) financial markets and complex regulatory and supervisory institutional setup in the United States underscore the importance of enhancing systemic risk oversight and building effective macroprudential tools. An effective framework would encompass...