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Modeling recovery rates of corporate defaulted bonds in developed and developing countries

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  • Mili, Medhi
  • Sahut, Jean-Michel
  • Teulon, Frédéric

Abstract

This paper examines the determinants of recovery rates of corporate defaulted bonds in the emerging markets. We use data on defaulted bonds from Moody's ultimate recovery database over the period 2005–2015 to experiment the impact of the borrower characteristics added to the macroeconomic and the bond market conditions on recovery rates. We find evidence that bond recovery rates in emerging and developed countries do not depend on the same factors. Our results show that bond recovery rates in developing countries seem to depend much more on specific characteristics of firms. The financial crisis has affected more significantly subordinated bond recovery rates than secured bonds in emerging markets.

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  • Mili, Medhi & Sahut, Jean-Michel & Teulon, Frédéric, 2018. "Modeling recovery rates of corporate defaulted bonds in developed and developing countries," Emerging Markets Review, Elsevier, vol. 36(C), pages 28-44.
    • Handle: RePEc:eee:ememar:v:36:y:2018:i:c:p:28-44
    DOI: 10.1016/j.ememar.2018.03.001
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    as
    1. Khieu, Hinh D. & Mullineaux, Donald J. & Yi, Ha-Chin, 2012. "The determinants of bank loan recovery rates," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 923-933.
    2. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    3. repec:bla:jfinan:v:43:y:1988:i:3:p:567-91 is not listed on IDEAS
    4. Eduardo A. Cavallo & Patricio Valenzuela, 2010. "The determinants of corporate risk in emerging markets: an option-adjusted spread analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 15(1), pages 59-74.
    5. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    6. Ivailo Izvorski, 1997. "Recovery Ratios and Survival Times for Corporate Bonds," IMF Working Papers 1997/084, International Monetary Fund.
    7. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 2000. "Investor protection and corporate governance," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 3-27.
    8. Didier, Tatiana & Hevia, Constantino & Schmukler, Sergio L., 2011. "How resilient and countercyclical were emerging economies to the global financial crisis ?," Policy Research Working Paper Series 5637, The World Bank.
    9. Daniel M. Covitz & Song Han, 2004. "An empirical analysis of bond recovery rates: exploring a structural view of default," Finance and Economics Discussion Series 2005-10, Board of Governors of the Federal Reserve System (U.S.).
    10. Black, Fischer & Cox, John C, 1976. "Valuing Corporate Securities: Some Effects of Bond Indenture Provisions," Journal of Finance, American Finance Association, vol. 31(2), pages 351-367, May.
    11. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    12. Narayan, Paresh Kumar & Narayan, Seema & Bach Phan, Dinh Hoang & Sivananthan Thuraisamy, Kannan & Tran, Vuong Thao, 2017. "Credit quality implied momentum profits for Islamic stocks," Pacific-Basin Finance Journal, Elsevier, vol. 42(C), pages 11-23.
    13. Ayala, Diana & Nedeljkovic, Milan & Saborowski, Christian, 2017. "What slice of the pie? The corporate bond market boom in emerging economies," Journal of Financial Stability, Elsevier, vol. 30(C), pages 16-35.
    14. Narayan, Paresh Kumar & Sharma, Susan Sunila & Thuraisamy, Kannan Sivananthan, 2014. "An analysis of price discovery from panel data models of CDS and equity returns," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 167-177.
    15. Batten, Jonathan A. & Fetherston, Thomas A. & Hoontrakul, Pongsak, 2006. "Factors affecting the yields of emerging market issuers: Evidence from the Asia-Pacific region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(1), pages 57-70, February.
    16. Serge Jeanneau & Camilo E Tovar, 2006. "Domestic bond markets in Latin America: achievements and challenges," BIS Quarterly Review, Bank for International Settlements, June.
    17. Elkamhi, Redouane & Jacobs, Kris & Pan, Xuhui, 2014. "The Cross Section of Recovery Rates and Default Probabilities Implied by Credit Default Swap Spreads," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(1), pages 193-220, February.
    18. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    19. Steven B. Kamin & Karsten von Kleist, 1999. "The evolution and determinants of emerging market credit spreads in the 1990s," International Finance Discussion Papers 653, Board of Governors of the Federal Reserve System (U.S.).
    20. Duffie, Darrell & Singleton, Kenneth J, 1999. "Modeling Term Structures of Defaultable Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 687-720.
    21. Edward I. Altman & Brooks Brady & Andrea Resti & Andrea Sironi, 2005. "The Link between Default and Recovery Rates: Theory, Empirical Evidence, and Implications," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2203-2228, November.
    22. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    23. Franks, Julian R. & Torous, Walter N., 1994. "A comparison of financial recontracting in distressed exchanges and chapter 11 reorganizations," Journal of Financial Economics, Elsevier, vol. 35(3), pages 349-370, June.
    24. Acharya, Viral V. & Bharath, Sreedhar T. & Srinivasan, Anand, 2007. "Does industry-wide distress affect defaulted firms? Evidence from creditor recoveries," Journal of Financial Economics, Elsevier, vol. 85(3), pages 787-821, September.
    25. Robert A. Jarrow & Stuart M. Turnbull, 2008. "Pricing Derivatives on Financial Securities Subject to Credit Risk," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 17, pages 377-409, World Scientific Publishing Co. Pte. Ltd..
    26. Altman, Edward I. & Kalotay, Egon A., 2014. "Ultimate recovery mixtures," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 116-129.
    27. Ramiro Sosa Navarro, 2005. "Default Recovery Rates and Implied Default Probability Estimations: Evidence from the Argentinean Crisis," Documents de recherche 05-10, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    28. Thorburn, Karin S., 2000. "Bankruptcy auctions: costs, debt recovery, and firm survival," Journal of Financial Economics, Elsevier, vol. 58(3), pages 337-368, December.
    29. Narayan, Paresh Kumar & Narayan, Seema & Thuraisamy, Kannan Sivananthan, 2014. "Can institutions and macroeconomic factors predict stock returns in emerging markets?," Emerging Markets Review, Elsevier, vol. 19(C), pages 77-95.
    30. Torsten Ehlers & Frank Packer & Eli Remolona, 2014. "Infrastructure and Corporate Bond Markets in Asia," RBA Annual Conference Volume (Discontinued), in: Alexandra Heath & Matthew Read (ed.),Financial Flows and Infrastructure Financing, Reserve Bank of Australia.
    31. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    32. Mark S. Carey & Michael B. Gordy, 2007. "The bank as grim reaper: debt composition and recoveries on defaulted debt," Proceedings 1056, Federal Reserve Bank of Chicago.
    33. Steven B. Kamin & K von Kleist, 1999. "The evolution and determinants of emerging markets credit spreads in the 1990s," BIS Working Papers 68, Bank for International Settlements.
    34. Cantor, Richard & Packer, Frank, 1997. "Differences of opinion and selection bias in the credit rating industry," Journal of Banking & Finance, Elsevier, vol. 21(10), pages 1395-1417, October.
    35. Li, Hui & Hong, Lu-Yao & He, Jia-Xun & Xu, Xuan-Guo & Sun, Jie, 2013. "Small sample-oriented case-based kernel predictive modeling and its economic forecasting applications under n-splits-k-times hold-out assessment," Economic Modelling, Elsevier, vol. 33(C), pages 747-761.
    36. Peter MacKay, 2003. "Real Flexibility and Financial Structure: An Empirical Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1131-1165.
    37. Barbedo, Claudio Henrique da Silveira & Lemgruber, Eduardo Facó, 2009. "A down-and-out exchange option model with jumps to evaluate firms' default probabilities in Brazil," Emerging Markets Review, Elsevier, vol. 10(3), pages 179-190, September.
    38. Berardi, Andrea & Ciraolo, Stefania & Trova, Michele, 2004. "Predicting default probabilities and implementing trading strategies for emerging markets bond portfolios," Emerging Markets Review, Elsevier, vol. 5(4), pages 447-469, December.
    39. Jankowitsch, Rainer & Nagler, Florian & Subrahmanyam, Marti G., 2014. "The determinants of recovery rates in the US corporate bond market," Journal of Financial Economics, Elsevier, vol. 114(1), pages 155-177.
    40. Dermine, J. & de Carvalho, C. Neto, 2006. "Bank loan losses-given-default: A case study," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1219-1243, April.
    41. André Amante & Márcio Araujo & Serge Jeanneau, 2007. "The search for liquidity in the Brazilian domestic government bond market," BIS Quarterly Review, Bank for International Settlements, June.
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    More about this item

    Keywords

    Credit risk; Recovery rate; Corporate bonds; Emerging markets;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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