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Risk analysis with contractual default. Does covenant breach matter?

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  • Borgonovo, Emanuele
  • Gatti, Stefano

Abstract

Mergers and acquisitions (M&A), private equity and leveraged buyouts, securitization and project finance are characterized by the presence of contractual clauses (covenants). These covenants trigger the technical default of the borrower even in the absence of insolvency. Therefore, borrowers may default on loans even when they have sufficient available cash to repay outstanding debt. This condition is not captured by the net present value (NPV) distribution obtained through a standard Monte Carlo simulation. In this paper, we present a methodology for including the consequences of covenant breach in a Monte Carlo simulation, extending traditional risk analysis in investment planning. We introduce a conceptual framework for modeling technical and material breaches from the standpoint of both lenders and shareholders. We apply this framework to a real case study concerning the project financing of a 64-million euro biomass power plant. The simulation is carried out on the actual model developed by the financial advisor of the project and made available to the authors. Results show that both technical and material breaches have a statistically significant impact on the net present value distribution, and this impact is more relevant when leverage and cost of debt increase.

Suggested Citation

  • Borgonovo, Emanuele & Gatti, Stefano, 2013. "Risk analysis with contractual default. Does covenant breach matter?," European Journal of Operational Research, Elsevier, vol. 230(2), pages 431-443.
  • Handle: RePEc:eee:ejores:v:230:y:2013:i:2:p:431-443
    DOI: 10.1016/j.ejor.2013.04.047
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    1. Gordon J. Alexander & Alexandre M. Baptista, 2004. "A Comparison of VaR and CVaR Constraints on Portfolio Selection with the Mean-Variance Model," Management Science, INFORMS, vol. 50(9), pages 1261-1273, September.
    2. Douglas Cumming & Sofia Johan, 2007. "Advice and monitoring in venture finance," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 21(1), pages 3-43, March.
    3. Francesco Corielli & Stefano Gatti & Alessandro Steffanoni, 2010. "Risk Shifting through Nonfinancial Contracts: Effects on Loan Spreads and Capital Structure of Project Finance Deals," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1295-1320, October.
    4. Tietje, Olaf, 2005. "Identification of a small reliable and efficient set of consistent scenarios," European Journal of Operational Research, Elsevier, vol. 162(2), pages 418-432, April.
    5. Frederick S. Hillier, 1963. "The Derivation of Probabilistic Information for the Evaluation of Risky Investments," Management Science, INFORMS, vol. 9(3), pages 443-457, April.
    6. Benjamin C. Esty, 2001. "Structuring Loan Syndicates: A Case Study Of The Hong Kong Disneyland Project Loan," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(3), pages 80-95, September.
    7. Borgonovo, E. & Gatti, S. & Peccati, L., 2010. "What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions," European Journal of Operational Research, Elsevier, vol. 205(1), pages 227-236, August.
    8. Gordon B. Hazen & Min Huang, 2006. "Parametric Sensitivity Analysis Using Large-Sample Approximate Bayesian Posterior Distributions," Decision Analysis, INFORMS, vol. 3(4), pages 208-219, December.
    9. Sweeney, Amy Patricia, 1994. "Debt-covenant violations and managers' accounting responses," Journal of Accounting and Economics, Elsevier, vol. 17(3), pages 281-308, May.
    10. Benati, Stefano, 2003. "The optimal portfolio problem with coherent risk measure constraints," European Journal of Operational Research, Elsevier, vol. 150(3), pages 572-584, November.
    11. Gotoh, Jun-ya & Takano, Yuichi, 2007. "Newsvendor solutions via conditional value-at-risk minimization," European Journal of Operational Research, Elsevier, vol. 179(1), pages 80-96, May.
    12. Gourieroux, C. & Laurent, J. P. & Scaillet, O., 2000. "Sensitivity analysis of Values at Risk," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 225-245, November.
    13. Stefano Gatti & Stefanie Kleimeier & William Megginson & Alessandro Steffanoni, 2013. "Arranger Certification in Project Finance," Financial Management, Financial Management Association International, vol. 42(1), pages 1-40, March.
    14. Jeremy Berkowitz & Peter Christoffersen & Denis Pelletier, 2011. "Evaluating Value-at-Risk Models with Desk-Level Data," Management Science, INFORMS, vol. 57(12), pages 2213-2227, December.
    15. René Garcia & Éric Renault & Georges Tsafack, 2007. "Proper Conditioning for Coherent VaR in Portfolio Management," Management Science, INFORMS, vol. 53(3), pages 483-494, March.
    16. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Risk Assessment for Banking Systems," Management Science, INFORMS, vol. 52(9), pages 1301-1314, September.
    17. Huang, Dashan & Zhu, Shushang & Fabozzi, Frank J. & Fukushima, Masao, 2010. "Portfolio selection under distributional uncertainty: A relative robust CVaR approach," European Journal of Operational Research, Elsevier, vol. 203(1), pages 185-194, May.
    18. Miller, Naomi & Ruszczynski, Andrzej, 2008. "Risk-adjusted probability measures in portfolio optimization with coherent measures of risk," European Journal of Operational Research, Elsevier, vol. 191(1), pages 193-206, November.
    19. James Van Horne, 1966. "Capital-Budgeting Decisions Involving Combinations of Risky Investments," Management Science, INFORMS, vol. 13(2), pages 84-92, October.
    20. L. Jeff Hong & Guangwu Liu, 2009. "Simulating Sensitivities of Conditional Value at Risk," Management Science, INFORMS, vol. 55(2), pages 281-293, February.
    21. Stefano Gatti & Alvaro Rigamonti & Francesco Saita & Mauro Senati, 2007. "Measuring Value‐at‐Risk in Project Finance Transactions," European Financial Management, European Financial Management Association, vol. 13(1), pages 135-158, January.
    22. Douglas Cumming, 2008. "Contracts and Exits in Venture Capital Finance," Review of Financial Studies, Society for Financial Studies, vol. 21(5), pages 1947-1982, September.
    23. Nini, Greg & Smith, David C. & Sufi, Amir, 2009. "Creditor control rights and firm investment policy," Journal of Financial Economics, Elsevier, vol. 92(3), pages 400-420, June.
    24. Benjamin C. Esty, 2004. "Why Study Large Projects? An Introduction to Research on Project Finance," European Financial Management, European Financial Management Association, vol. 10(2), pages 213-224, June.
    25. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    26. Cem Demiroglu & Christopher M. James, 2010. "The Information Content of Bank Loan Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3700-3737, October.
    27. Demiroglu, Cem & James, Christopher M., 2010. "The role of private equity group reputation in LBO financing," Journal of Financial Economics, Elsevier, vol. 96(2), pages 306-330, May.
    28. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    29. Gatti, Stefano, 2012. "Project Finance in Theory and Practice," Elsevier Monographs, Elsevier, edition 2, number 9780123919465.
    30. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    31. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088, March.
    32. Megginson, William L., 2010. "Introduction to the special issue on project finance," Review of Financial Economics, Elsevier, vol. 19(2), pages 47-48, April.
    33. Xing Jin & Allen X. Zhang, 2006. "Reclaiming Quasi-Monte Carlo Efficiency in Portfolio Value-at-Risk Simulation Through Fourier Transform," Management Science, INFORMS, vol. 52(6), pages 925-938, June.
    34. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088.
    35. James E. Smith, 1998. "Evaluating Income Streams: A Decision Analysis Approach," Management Science, INFORMS, vol. 44(12-Part-1), pages 1690-1708, December.
    36. Ahmed, Shabbir & Cakmak, Ulas & Shapiro, Alexander, 2007. "Coherent risk measures in inventory problems," European Journal of Operational Research, Elsevier, vol. 182(1), pages 226-238, October.
    37. Yescombe, E. R. & Yescombe, E. R., 2002. "Principles of Project Finance," Elsevier Monographs, Elsevier, edition 1, number 9780127708515.
    38. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    39. Cumming, Douglas & Johan, Sofia Atiqah binti, 2008. "Preplanned exit strategies in venture capital," European Economic Review, Elsevier, vol. 52(7), pages 1209-1241, October.
    40. Lance Moir & Sudi Sudarsanam, 2007. "Determinants of financial covenants and pricing of debt in private debt contracts: the UK evidence," Accounting and Business Research, Taylor & Francis Journals, vol. 37(2), pages 151-166.
    41. Blanc-Brude, Frederic & Goldsmith, Hugh & Valila, Timo, 2007. "Ex Ante Construction Costs In The European Road Sector: A Comparison Of Public-Private Partnerships And Traditional Public Procurement," Economic and Financial Reports 2006/1, European Investment Bank, Economics Department.
    42. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
    43. Dailami, Mansoor & Hauswald, Robert, 2003. "The emerging project bond market - covenant provisions and credit spreads," Policy Research Working Paper Series 3095, The World Bank.
    44. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
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