Equity and Bond Market Signals as Leading Indicators of Bank Fragility

We analyse the ability of the distance-to-default and bond spreads to signal bank fragility. We show that both indicators are complete and unbiased and that spreads are non-linear in the probability of bank default. We empirically test these properties in a sample of EU banks. We find leading properties for both indicators. The distance-to-default exhibits lead times of 6 to 18 months. Spreads have signal value close to default only, in line with the theory. We also find that implicit safety nets weaken the predictive power of spreads. Further, the results suggest complementarity between both indicators, reducing type I errors. We also examine the interaction of the indicators with other bank information. JEL Classification: G21, G12

[1]  K. Stiroh,et al.  Market Discipline of Banks: The Asset Test , 2001 .

[2]  Walter R. Young,et al.  The Statistical Analysis of Failure Time Data , 1981 .

[3]  Market Discipline in the Governance of U.S. Bank Holding Companies , 2001 .

[4]  M. Flannery The Faces of “Market Discipline” , 2001 .

[5]  Mark E. Levonian Subordinated Debt and the Quality of Market Discipline in Banking , 2001 .

[6]  E. Altman,et al.  An Analysis and Critique of the Bis Proposal on Capital Adequacy and Ratings , 1999 .

[7]  Alan J. Marcus,et al.  The Valuation of FDIC Deposit Insurance Using Option-pricing Estimates , 1984 .

[8]  R. Bliss The Pitfalls in Inferring Risk from Financial Market Data , 2000 .

[9]  Pierre Mella-Barral,et al.  Strategic Debt Service , 1997, World Scientific Reference on Contingent Claims Analysis in Corporate Finance.

[10]  M. C. Keeley,et al.  Deposit insurance, risk, and market power in banking , 1988 .

[11]  M. Flannery,et al.  Comparing Market and Supervisory Assessments of Bank Performance: Who Knows What When? , 1998 .

[12]  Bruce D. Grundy,et al.  General Properties of Option Prices , 1996 .

[13]  J. Aharony,et al.  Contagion Effects of Bank Failures: Evidence from Capital Markets , 1983 .

[14]  Using Subordinated Debt to Monitor Bank Holding Companies: Is it Feasible? , 2001 .

[15]  Jose A. Lopez,et al.  Forecasting Bank Supervisory Ratings using Securities Market Information , 2003 .

[16]  Jeffrey M. Wooldridge,et al.  Solutions Manual and Supplementary Materials for Econometric Analysis of Cross Section and Panel Data , 2003 .

[17]  L. Ederington,et al.  Is a bond rating downgrade bad news, good news, or no news for stockholders? , 1993 .

[18]  K. Stiroh,et al.  Bond Market Discipline of Banks: Is the Market Tough Enough? , 1999 .

[19]  Douglas D. Evanoff,et al.  Subordinated debt as bank capital: a proposal for regulatory reform , 2000 .

[20]  Ehud I. Ronn,et al.  Risk-based capital adequacy standards for a sample of 43 major banks , 1989 .

[21]  H. L. Le Roy,et al.  Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability; Vol. IV , 1969 .

[22]  Ming Huang,et al.  How Much of Corporate-Treasury Yield Spread is Due to Credit Risk? , 2002 .

[23]  Frederic S. Mishkin,et al.  Prudential Supervision: What Works and What Doesn't , 2001 .

[24]  L. J. Wei,et al.  The Robust Inference for the Cox Proportional Hazards Model , 1989 .

[25]  Laurence L. George,et al.  The Statistical Analysis of Failure Time Data , 2003, Technometrics.

[26]  Suresh M. Sundaresan,et al.  Design and Valuation of Debt Contracts , 1994 .

[27]  Douglas D. Evanoff,et al.  Sub-Debt Yield Spreads as Bank Risk Measures , 2002 .

[28]  Andrew P. Meyer,et al.  The role of supervisory screens and econometric models in off-site surveillance , 1999 .

[29]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[30]  M. Flannery Using Market Information in Prudential Bank Supervision: A Review of the U.S. Empirical Evidence , 1998 .

[31]  R. Bliss Market Discipline and Subordinated Debt: A Review of Some Salient Issues , 2001 .

[32]  Robert Buff Continuous Time Finance , 2002 .

[33]  Sorin M. Sorescu,et al.  Evidence of Bank Market Discipline in Subordinated Debenture Yields: 1983-1991 , 1996 .

[34]  F. Black,et al.  VALUING CORPORATE SECURITIES: SOME EFFECTS OF BOND INDENTURE PROVISIONS , 1976 .

[35]  On flexibility, capital structure, and investment decisions for the insured bank , 1993 .

[36]  E. Elton,et al.  Explaining the Rate Spread on Corporate Bonds , 1999 .

[37]  R. Jagannathan Call options and the risk of underlying securities , 1984 .

[38]  Michael L. Smirlock,et al.  Bank foreign lending, mandatory disclosure rules and the reaction of bank stock prices to the Mexican debt crisis , 1987 .

[39]  R. C. Merton,et al.  An analytic derivation of the cost of deposit insurance and loan guarantees An application of modern option pricing theory , 1977 .

[40]  Eduardo S. Schwartz,et al.  A Simple Approach to Valuing Risky Fixed and Floating Rate Debt , 1995 .

[41]  J. Kalbfleisch,et al.  The Statistical Analysis of Failure Time Data , 1980 .

[42]  A. Sironi Testing for Market Discipline in the European Banking Industry: Evidence from Subordinated Debt Issues , 2000 .

[43]  Diane Scott Docking,et al.  Reaction of Bank Stock Prices to Loan-Loss Reserve Announcements , 2000 .

[44]  Luc Laeven,et al.  How good is the market at assessing bank fragility? A horse race between different indicators , 2002 .

[45]  Jukka M. Vesala,et al.  Deposit Insurance, Moral Hazard and Market Monitoring , 2004 .

[46]  Philip E. Strahan,et al.  Banks with Something to Lose: The Disciplinary Role of Franchise Value , 1996 .

[47]  Jukka M. Vesala,et al.  Market Indicators, Bank Fragility, and Indirect Market Discipline , 2004 .

[48]  John R. M. Hand,et al.  The Effect of Bond Rating Agency Announcements on Bond and Stock Prices , 1992 .

[49]  J. Sinkey,et al.  The International Debt Crisis, Investor Contagion, and Bank Security Returns in 1987: The Brazilian Experience , 1990 .

[50]  Peter J. Elmer,et al.  Regulator Use of Market Data to Improve the Identification of Bank Financial Distress , 2001 .

[51]  G. Kaufman,et al.  Do markets discipline banks and bank holding companies? evidence from debt pricing , 1999 .

[52]  William W. Lang,et al.  The Information Content of Bank Exam Ratings and Subordinated Debt Prices , 2001 .

[53]  Mathias Dewatripont,et al.  The Prudential Regulation of Banks , 1994 .

[54]  Robert R. Bliss,et al.  Market Discipline in the Governance of U.S. Bank Holding Companies: Monitoring vs. Influencing , 2002 .

[55]  Mark Hirschey,et al.  Information and contagion effects of bank loan-loss reserve announcements , 1997 .

[56]  R. C. Merton,et al.  On the Pricing of Corporate Debt: The Risk Structure of Interest Rates , 1974, World Scientific Reference on Contingent Claims Analysis in Corporate Finance.

[57]  P. J. Huber The behavior of maximum likelihood estimates under nonstandard conditions , 1967 .

[58]  Jukka M. Vesala,et al.  Deposit Insurance and Moral Hazard: Does the Counterfactual Matter? , 2001, SSRN Electronic Journal.

[59]  A. Richards,et al.  Rating Agency Actions and the Pricing of Debt and Equity of European Banks: What Can We Infer About Private Sector Monitoring of Bank Soundness? , 2001, SSRN Electronic Journal.

[60]  D. Hancock,et al.  Using Subordinated Debt to Monitor Bank Holding Companies: Is it Feasible? , 2001 .