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From Chaos to Control: Credit Risk Management Innovations

In: CREDIT MARKET INNOVATIONS How Institutions, Technology, and Regulation Are Reshaping Global Lending

Author

Listed:
  • Frank J. Fabozzi

Abstract

The following sections are included:Introduction: The Art of Avoiding Credit DisasterThe Role of Risk Management in Credit MarketsPrinciples of Credit Risk ManagementBCBS principlesA closer look at robust governance and oversightHistorical Evolution of Risk Management in Credit MarketsHedging Default Risk with CDSsQuantitative Risk Models: Advanced Algorithms for Risk AssessmentStress Testing: Modeling Economic Crises and Portfolio VulnerabilitiesSupervisory stress-test scenariosAlternative stress-testing scenarios: Beyond regulatory frameworksThe role of stress testing in managing systemic riskChallenges and limitations of stress testingIntegration of AI and Big Data in Risk ManagementSystemic Risk and Macroprudential RegulationThe role of stress testing in macroprudential regulationAddressing systemic risk through capital buffers and liquidity requirementsThe importance of macroprudential oversight in global financial stabilityThe role of technology and data in macroprudential regulationSummary

Suggested Citation

  • Frank J. Fabozzi, 2026. "From Chaos to Control: Credit Risk Management Innovations," World Scientific Book Chapters, in: CREDIT MARKET INNOVATIONS How Institutions, Technology, and Regulation Are Reshaping Global Lending, chapter 8, pages 235-271, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9781800618152_0008
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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

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