IDEAS home Printed from https://ideas.repec.org/a/pab/rmcpee/v30y2020i1p327-345.html
   My bibliography  Save this article

Probabilidad de incumplimiento en inversiones de infraestructura: análisis a partir de modelos estructurales de riesgo de crédito || Probability of default in infrastructure projects: analysis from structural models of credit risk

Author

Listed:
  • Zapata Quimbayo, Carlos Andrés

    (Observatorio de Economía y Operaciones Numéricas - Universidad Externado de Colombia)

Abstract

Este trabajo tiene como objetivo estimar las probabilidades de incumplimiento en proyectos de infraestructura. Para ello, se analiza la exposición que tienen los prestamistas frente a un estado de incumplimiento. Esta aplicación se realiza al asumir dinámica propia del ratio de cobertura del servicio de la deuda (DSCR) y el perfil de pago determinado por el flujo de efectivo disponible del proyecto, donde estos se modelan estocásticamente siguiendo los mismos supuestos de la teoría de valoración de opciones desarrollado por Black y Scholes (1973) y Merton (1973). De esta forma, mediante la adaptación de modelos estructurales desarrollados para activos ilíquidos, como extensión de los modelos de riesgo de crédito de Merton (1974) y KMV de Moody’s, se analizan los componentes de probabilidad, exposición y pérdidas de los prestamistas en escenarios de incumplimiento.

Suggested Citation

  • Zapata Quimbayo, Carlos Andrés, 2020. "Probabilidad de incumplimiento en inversiones de infraestructura: análisis a partir de modelos estructurales de riesgo de crédito || Probability of default in infrastructure projects: analysis from st," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 30(1), pages 327-345, December.
  • Handle: RePEc:pab:rmcpee:v:30:y:2020:i:1:p:327-345
    DOI: 10.46661/revmetodoscuanteconempresa.3508
    as

    Download full text from publisher

    File URL: https://www.upo.es/revistas/index.php/RevMetCuant/article/view/3508
    Download Restriction: no

    File URL: https://www.upo.es/revistas/index.php/RevMetCuant/article/view/3508/4631
    Download Restriction: no

    File URL: https://libkey.io/10.46661/revmetodoscuanteconempresa.3508?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. E. Brandão, Luiz & Dyer, James S. & Hahn, Warren J., 2012. "Volatility estimation for stochastic project value models," European Journal of Operational Research, Elsevier, vol. 220(3), pages 642-648.
    2. 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.
    3. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    4. Ingersoll, Jonathan Jr., 1977. "A contingent-claims valuation of convertible securities," Journal of Financial Economics, Elsevier, vol. 4(3), pages 289-321, May.
    5. 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.
    6. Alvaro Cartea & Marcelo Figueroa, 2005. "Pricing in Electricity Markets: A Mean Reverting Jump Diffusion Model with Seasonality," Applied Mathematical Finance, Taylor & Francis Journals, vol. 12(4), pages 313-335.
    7. 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.
    8. Valerio Buscaino & Stefano Caselli & Francesco Corielli & Stefano Gatti, 2012. "Project Finance Collateralised Debt Obligations: an Empirical Analysis of Spread Determinants," European Financial Management, European Financial Management Association, vol. 18(5), pages 950-969, November.
    9. Raffaele Della Croce & Juan Yermo, 2013. "Institutional Investors and Infrastructure Financing," OECD Working Papers on Finance, Insurance and Private Pensions 36, OECD Publishing.
    10. 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.
    11. Yescombe, E. R. & Yescombe, E. R., 2002. "Principles of Project Finance," Elsevier Monographs, Elsevier, edition 1, number 9780127708515.
    12. 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.
    13. Frederic Blanc‐Brude & Roger Strange, 2007. "How Banks Price Loans to Public‐Private Partnerships: Evidence from the European Markets," Journal of Applied Corporate Finance, Morgan Stanley, vol. 19(4), pages 94-106, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Suresh M. Sundaresan, 2000. "Continuous‐Time Methods in Finance: A Review and an Assessment," Journal of Finance, American Finance Association, vol. 55(4), pages 1569-1622, August.
    2. Carlos Andrés Zapata Quimbayo, 2020. "OPCIONES REALES Una guía teórico-práctica para la valoración de inversiones bajo incertidumbre mediante modelos en tiempo discreto y simulación de Monte Carlo," Books, Universidad Externado de Colombia, Facultad de Finanzas, Gobierno y Relaciones Internacionales, number 138, August.
    3. Zhijian (James) Huang & Yuchen Luo, 2016. "Revisiting Structural Modeling of Credit Risk—Evidence from the Credit Default Swap (CDS) Market," JRFM, MDPI, vol. 9(2), pages 1-20, May.
    4. Hilscher, Jens & Raviv, Alon, 2014. "Bank stability and market discipline: The effect of contingent capital on risk taking and default probability," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 542-560.
    5. Giesecke, Kay & Longstaff, Francis A. & Schaefer, Stephen & Strebulaev, Ilya, 2011. "Corporate bond default risk: A 150-year perspective," Journal of Financial Economics, Elsevier, vol. 102(2), pages 233-250.
    6. Robert F. Engle & Emil N. Siriwardane, 2018. "Structural GARCH: The Volatility-Leverage Connection," The Review of Financial Studies, Society for Financial Studies, vol. 31(2), pages 449-492.
    7. Nakashima, Kiyotaka & Saito, Makoto, 2009. "Credit spreads on corporate bonds and the macroeconomy in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 23(3), pages 309-331, September.
    8. Hui Chen & Jianjun Miao & Neng Wang, 2010. "Entrepreneurial Finance and Nondiversifiable Risk," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4348-4388, December.
    9. Moraux, Franck, 2004. "Modeling the business risk of financially weakened firms: A new approach for corporate bond pricing," International Review of Financial Analysis, Elsevier, vol. 13(1), pages 47-61.
    10. Chen, Andrew H., 2002. "A new perspective on infrastructure financing in Asia," Pacific-Basin Finance Journal, Elsevier, vol. 10(3), pages 227-242, June.
    11. Duffie, Darrell, 2003. "Intertemporal asset pricing theory," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 11, pages 639-742, Elsevier.
    12. Episcopos, Athanasios, 2008. "Bank capital regulation in a barrier option framework," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1677-1686, August.
    13. Dale F. Gray & Robert C. Merton & Zvi Bodie, 2007. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability," NBER Working Papers 13607, National Bureau of Economic Research, Inc.
    14. Chiang, Shu Ling & Tsai, Ming Shann, 2020. "The valuation of deposit insurance allowing for the interest rate spread and early-bankruptcy risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 345-356.
    15. Tsuji, Chikashi, 2005. "The credit-spread puzzle," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1073-1089, November.
    16. Marco Realdon, "undated". "About Debt and the Option to Extend Debt Maturity," Discussion Papers 03/20, Department of Economics, University of York.
    17. Gatzert, Nadine & Martin, Michael, 2012. "Quantifying credit and market risk under Solvency II: Standard approach versus internal model," Insurance: Mathematics and Economics, Elsevier, vol. 51(3), pages 649-666.
    18. Ma, Chaoqun & Ma, Zonggang & Xiao, Shisong, 2019. "A closed-form pricing formula for vulnerable European options under stochastic yield spreads and interest rates," Chaos, Solitons & Fractals, Elsevier, vol. 123(C), pages 59-68.
    19. Hoi Ying Wong & Tsz Wang Choi, 2009. "Estimating default barriers from market information," Quantitative Finance, Taylor & Francis Journals, vol. 9(2), pages 187-196.
    20. Hu, May & Park, Jason, 2019. "Valuation of collateralized debt obligations: An equilibrium model," Economic Modelling, Elsevier, vol. 82(C), pages 119-135.

    More about this item

    Keywords

    riesgo de crédito; probabilidad de incumplimiento; procesos estocásticos.;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pab:rmcpee:v:30:y:2020:i:1:p:327-345. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Publicación Digital - UPO (email available below). General contact details of provider: https://edirc.repec.org/data/dmupoes.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.