IMF Working Paper · 2011 · 51 citations · 2 references
EngineeringRisk Model ValidationFinancial Risk ManagementSecond-generation Solvency StressRobustness TestingReliability EngineeringData ScienceStressRisk ManagementManagementStressstrain AnalysisExperimental TestingSystems EngineeringReliabilityFinanceRegression TestingBacktestingSoftware TestingStress TestingStress TestsFinancial Crisis
This paper presents a second-generation solvency stress testing framework extending applied stress testing work centered on Cihak (2007). The framework seeks enriching stress tests in terms of risk-sensitivity, while keeping them flexible, transparent, and user-friendly. The main contributions include (a) increasing the risk-sensitivity of stress testing by capturing changes in risk-weighted assets (RWAs) under stress, including for non-internal ratings based (IRB) banks (through a quasi-IRB approach); (b) providing stress testers with a comprehensive platform to use satellite models, and to define various assumptions and scenarios; (c) allowing stress testers to run multi-year scenarios (up to five years) for hundreds of banks, depending on the availability of data. The framework uses balance sheet data and is Excel-based with detailed guidance and documentation.
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Systemic Risk in Financial Systems
Larry Eisenberg, Thomas H. Noe · Management Science · 2001 · 1.4K citations