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Correlations under Stress
Correlations under Stress

Author(s): Ian Iscoe, Taehan Bae
Subject(s): Economy
Published by: S.E.I.F at Paris
Keywords: Creditworthiness index; Asset correlation; One-factor Gaussian model; Jump diffusion; Conditional tail correlation

Summary/Abstract: Empirically, correlations between equities increase in bear markets. However, in the industry-standard, (one-factor) Gaussian credit-risk model for a single sector, the tail correlations between equities converge to zero in a market downturn. This introduces significant model risk in portfolio credit-risk management, due to the resulting underestimation of losses from correlated defaults or downgrades in severe market-downturn scenarios. An alternative model is proposed, in which the systemic factor undergoes exponential, downward jumps and for which the conditional correlations increase to a certain level under stress. An example is given using Dow Jones US sector index returns.

  • Issue Year: 2010
  • Issue No: 2
  • Page Range: 248-271
  • Page Count: 24
  • Language: English