RFS Advance Access published online on March 19, 2009
Review of Financial Studies, doi:10.1093/rfs/hhp004
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Explaining Credit Default Swap Spreads with the Equity Volatility and Jump Risks of Individual Firms
UBS-Global Credit Strategies
Federal Reserve Board
Bank for International Settlements
Send correspondence to Hao Zhou, Federal Reserve Board, Mail Stop 91, Washington, DC 20551; telephone: 202-452-3360; fax: 202-728-5887. E-mail: hao.zhou{at}frb.gov.
JEL Classification: G12, G13, C14
| Abstract |
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This paper attempts to explain the credit default swap (CDS) premium, using a novel approach to identify the volatility and jump risks of individual firms from high-frequency equity prices. Our empirical results suggest that the volatility risk alone predicts 48% of the variation in CDS spread levels, whereas the jump risk alone forecasts 19%. After controlling for credit ratings, macroeconomic conditions, and firms' balance sheet information, we can explain 73% of the total variation. We calibrate a Merton-type structural model with stochastic volatility and jumps, which can help to match credit spreads after controlling for the historical default rates. Simulation evidence suggests that the high-frequency-based volatility measures can help to explain the credit spreads, above and beyond what is already captured by the true leverage ratio.
The views presented here are solely those of the authors and do not necessarily represent those of UBS-Global Credit Strategies, the Federal Reserve Board, or the Bank for International Settlements. The comments and suggestions from Joel Hasbrouck (the editor) and an anonymous referee are greatly appreciated. We thank Jeffrey Amato, Ren-Raw Chen, Pierre Collin-Dufresne, Gregory Duffee, Darrell Duffie, Michael Gibson, Jean Helwege, Jingzhi Huang, Kenneth Singleton, George Tauchen, Kostas Tsatsaronis, Hong Yan, and the seminar participants at the Federal Reserve Board, FDIC Derivative Conference, Bank for International Settlement, ESWC London, C.R.E.D.I.T. Venice, Peking University, CICF Xi'an, AEA Meeting in Chicago, and Utah Winter Finance Conference for helpful discussions. We also thank Christopher Karlsten and Chris Greene, the Federal Reserve Board, for editing assistance.