Concentrated Capital Losses and the Pricing of Corporate Credit Risk

Using proprietary credit default swap (CDS) data from 2010 to 2014, I show that capital fluctuations for sellers of CDS protection are an important determinant of CDS spread movements. I first establish that markets are dominated by a handful of net protection sellers, with five sellers accounting for nearly half of all net selling. In turn, a reduction in their total capital increases CDS spreads. Capital fluctuations of the largest five sellers account for over 10 percent of the time-series variation in spread changes, a significant amount given that observable firm and macroeconomic factors account for less than 17 percent of variation during this time period. I then demonstrate that the concentration of sellers creates fragility — higher concentration results in more volatile risk premiums. I also employ a number of complimentary approaches to address identification, such as using the 2011 Japanese tsunami as an exogenous shock to the risk bearing capacity of CDS traders. My findings are consistent with asset pricing models with limited investment capital, but also suggest that both the level and distribution of capital are crucial for accurately describing price dynamics.

[1]  Or Shachar,et al.  Exposing The Exposed: Intermediation Capacity in the Credit Default Swap Market , 2012 .

[2]  Kenneth A. Froot,et al.  The Pricing of U.S. Catastrophe Reinsurance , 1997 .

[3]  Jun Pan,et al.  Bond Illiquidity and Excess Volatility , 2013 .

[4]  Hyun Song Shin,et al.  Procyclical Leverage and Value-at-Risk , 2014 .

[5]  Sophie Xiaoyan Ni,et al.  Demand for Crash Insurance, Intermediary Constraints, and Risk Premia in Financial Markets , 2016 .

[6]  Parag A. Pathak,et al.  The Market for Borrowing Corporate Bonds , 2010 .

[7]  Erkko M. Etula Broker-Dealer Risk Appetite and Commodity Returns , 2010 .

[8]  Justin Murfin,et al.  The Supply-Side Determinants of Loan Contract Strictness , 2011 .

[9]  R. Jarrow,et al.  Pricing Derivatives on Financial Securities Subject to Credit Risk , 1995 .

[10]  Andrea L. Eisfeldt,et al.  Federal Reserve Bank of Minneapolis Research Department Staff Report 484 , 2022 .

[11]  Dragon Yongjun Tang,et al.  What Moves CDS Spreads? , 2013 .

[12]  H. Shin,et al.  A Theory of Arbitrage Capital , 2013 .

[13]  Thomas J. Latta Risk Management, Capital Budgeting, and Capital Structure Policy for Financial Institutions: An Integrated Approach , 1998 .

[14]  A. Shleifer,et al.  The Limits of Arbitrage , 1995 .

[15]  Jennie Bai,et al.  The CDS-Bond Basis , 2018 .

[16]  Jon Danielsson,et al.  Risk Appetite and Endogenous Risk , 2010 .

[17]  Zhiguo He,et al.  Intermediary Asset Pricing: New Evidence from Many Asset Classes , 2016 .

[18]  Long Chen,et al.  On the Relation between the Credit Spread Puzzle and the Equity Premium Puzzle , 2008 .

[19]  Wei Xiong,et al.  Contagion as a Wealth Effect , 2001 .

[20]  X. Gabaix The Granular Origins of Aggregate Fluctuations , 2009 .

[21]  Lars Norden,et al.  The Comovement of Credit Default Swap, Bond and Stock Markets: An Empirical Analysis , 2004 .

[22]  Kenneth A. Froot,et al.  On the Pricing of Intermediated Risks: Theory and Application to Catastrophe Reinsurance , 1997 .

[23]  S. Hanson,et al.  The Growth and Limits of Arbitrage: Evidence from Short Interest , 2014 .

[24]  X. Gabaix,et al.  Limits of Arbitrage: Theory and Evidence from the Mortgage-Backed Securities Market , 2005 .

[25]  Yigal S. Newman,et al.  Illiquidity Spillovers: Theory and Evidence from European Telecom Bond Issuance , 2004 .

[26]  Denis Gromb,et al.  Equilibrium and Welfare in Markets with Financially Constrained Arbitrageurs , 2001 .

[27]  L. Pedersen,et al.  Corporate Bond Specialness , 2007 .

[28]  Kenneth A. Froot,et al.  Risk Management: Coordinating Corporate Investment and Financing Policies , 1992 .

[29]  L. Pedersen,et al.  Slow Moving Capital , 2007 .

[30]  Joshua D. Coval,et al.  Asset Fire Sales (and Purchases) in Equity Markets , 2005 .

[31]  Ravi Bansal,et al.  Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles , 2000 .

[32]  Darrell Duffie,et al.  Presidential Address: Asset Price Dynamics with Slow‐Moving Capital , 2010 .

[33]  P. Collin‐Dufresne,et al.  The Determinants of Credit Spread Changes , 2001 .

[34]  A. Zawadowski,et al.  The Anatomy of the CDS Market , 2016 .

[35]  H. Chen,et al.  Quantifying Liquidity and Default Risks of Corporate Bonds Over the Business Cycle , 2014 .

[36]  Stephen Nickell,et al.  Biases in Dynamic Models with Fixed Effects , 1981 .

[37]  D. Duffie,et al.  Policy Perspectives on OTC Derivatives Market Infrastructure , 2010 .

[38]  Joost Driessen Is Default Event Risk Priced in Corporate Bonds , 2002 .

[39]  A. Krishnamurthy,et al.  Intermediary Asset Pricing , 2008 .

[40]  Darrell Duffie,et al.  Measuring Default Risk Premia from Default Swap Rates and EDFs , 2007 .

[41]  Christopher Polk,et al.  Connected Stocks: Connected Stocks , 2014 .

[42]  R. Greenwood,et al.  Stock Price Fragility , 2010 .

[43]  In Choi,et al.  Unit root tests for panel data , 2001 .

[44]  R. Shiller,et al.  Stock Prices, Earnings and Expected Dividends , 1988 .

[45]  C. Granger,et al.  Spurious regressions in econometrics , 1974 .

[46]  On the Pricing of Intermediated Risks: Theory and Application to Catastrophe Reinsurance , 1997 .

[47]  Bruno H. Strulovici,et al.  National Centre of Competence in Research Financial Valuation and Risk Management Working Paper No . 482 Capital Mobility and Asset Pricing , 2008 .

[48]  Nina Boyarchenko,et al.  Intermediary Leverage Cycles and Financial Stability , 2012 .

[49]  Dragon Yongjun Tang,et al.  Understanding transactions prices in the credit default swaps market , 2017 .

[50]  Francis A. Longstaff,et al.  Counterparty Credit Risk and the Credit Default Swap Market , 2011 .

[51]  Tyler Muir Financial Crises and Risk Premia , 2016 .

[52]  V. Acharya,et al.  Liquidity Risk and Correlation Risk: A Clinical Study of the General Motors and Ford Downgrade of May 2005 , 2007 .

[53]  M. Arellano,et al.  Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations , 1991 .

[54]  Burton Hollifield,et al.  Financial Intermediation and the Costs of Trading in an Opaque Market , 2005 .

[55]  B. Kelly,et al.  Firm Volatility in Granular Networks , 2013, Journal of Political Economy.

[56]  Peter Carr,et al.  A Simple Robust Link between American Puts and Credit Protection , 2008 .

[57]  Pierre-Olivier Weill,et al.  Entry and Exit in OTC Derivatives Markets , 2014 .

[58]  Kenneth A. Froot,et al.  How Institutional Investors Frame Their Losses: Evidence on Dynamic Loss Aversion from Currency Portfolios , 2011 .

[59]  J. Campbell,et al.  By Force of Habit: A Consumption‐Based Explanation of Aggregate Stock Market Behavior , 1995, Journal of Political Economy.

[60]  A. Khwaja,et al.  Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market , 2006 .

[61]  D. Due Credit Swap Valuation , 1998 .

[62]  Roberto Blanco,et al.  An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps , 2005 .

[63]  G. Duffee The relation between Treasury yields and corporate bond yield spreads , 1998 .

[64]  T. Adrian,et al.  Financial Intermediaries and the Cross-Section of Asset Returns: Financial Intermediaries and the Cross-Section of Asset Returns , 2014 .

[65]  Liuren Wu,et al.  Anchoring Credit Default Swap Spreads to Firm Fundamentals , 2012 .

[66]  Alan G. White,et al.  Valuing Derivatives: Funding Value Adjustments and Fair Value , 2014 .

[67]  Robert F. Engle,et al.  Volatility, Correlation and Tails for Systemic Risk Measurement , 2010 .

[68]  Kris Jacobs,et al.  The Determinants of Credit Default Swap Premia , 2005, Journal of Financial and Quantitative Analysis.

[69]  Matteo Maggiori Financial Intermediation, International Risk Sharing, and Reserve Currencies , 2017 .

[70]  D. Duffie,et al.  Modeling term structures of defaultable bonds , 1999 .

[71]  X. Gabaix,et al.  Rank − 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents , 2007 .

[72]  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.

[73]  M. Fleming,et al.  An Analysis of CDS Transactions: Implications for Public Reporting , 2011 .

[74]  Paolo Colla,et al.  Which Financial Frictions? Parsing the Evidence from the Financial Crisis of 2007 to 2009 , 2013, NBER Macroeconomics Annual.

[75]  Simon Gilchrist,et al.  Credit Spreads and Business Cycle Fluctuations , 2011 .

[76]  P. Schnabl,et al.  The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market , 2011 .

[77]  Gabriel Chodorow-reich The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008–9 Financial Crisis , 2014 .

[78]  A. Zawadowski,et al.  Synthetic or Real? The Equilibrium Effects of Credit Default Swaps on Bond Markets , 2015 .

[79]  Martin Scheicher,et al.  Central Clearing and Collateral Demand , 2014, SSRN Electronic Journal.

[80]  Markus K. Brunnermeier,et al.  A Macroeconomic Model with a Financial Sector , 2012 .

[81]  T. Adrian,et al.  Financial Intermediaries and the Cross-Section of Asset Returns , 2011 .

[82]  Anders B. Trolle,et al.  Liquidity Risk in Credit Default Swap Markets , 2015 .

[83]  Pierre-Olivier Weill,et al.  The Market for OTC Derivatives , 2013 .

[84]  Manmohan Singh Velocity of Pledged Collateral: Analysis and Implications , 2011, SSRN Electronic Journal.

[85]  Darrell Duffie,et al.  Credit Swap Valuation , 1999 .

[86]  R. C. Merton,et al.  Presidential Address: A simple model of capital market equilibrium with incomplete information , 1987 .

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