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Systematic and Liquidity Risk in Subprime-Mortgage Backed Securities

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  • Mardi Dungey
  • Gerald P. Dwyer
  • Thomas Flavin

Abstract

The misevaluation of risk in securitized financial products is central to understanding the Financial Crisis of 2007-2008. This paper characterizes the evolution of factors affecting collateralized debt obligations (CDOs) based on subprime mortgages. A key feature of subprime-mortgage backed indices is that they are distinct in their vintage of issuance. Using a latent factor framework that incorporates this vintage effect, we show the increasing importance of a common factor on more senior tranches during the crisis. We examine this common factor and its relationship with spreads. We estimate the effects on the common factor of the financial crisis.

Suggested Citation

  • Mardi Dungey & Gerald P. Dwyer & Thomas Flavin, 2011. "Systematic and Liquidity Risk in Subprime-Mortgage Backed Securities," CAMA Working Papers 2011-30, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2011-30
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    File URL: https://cama.crawford.anu.edu.au/sites/default/files/publication/cama_crawford_anu_edu_au/2021-06/30_dungey_dwyer_flavin_2011.pdf
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    1. Silvennoinen, Annastiina & Teräsvirta, Timo, 2007. "Multivariate GARCH models," SSE/EFI Working Paper Series in Economics and Finance 669, Stockholm School of Economics, revised 18 Jan 2008.
    2. Diebold, Francis X & Nerlove, Marc, 1989. "The Dynamics of Exchange Rate Volatility: A Multivariate Latent Factor Arch Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 1-21, Jan.-Mar..
    3. Chiesa, Gabriella, 2008. "Optimal credit risk transfer, monitored finance, and banks," Journal of Financial Intermediation, Elsevier, vol. 17(4), pages 464-477, October.
    4. Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
    5. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    6. Francis A. Longstaff & Brett Myers, 2009. "Valuing Toxic Assets: An Analysis of CDO Equity," NBER Working Papers 14871, National Bureau of Economic Research, Inc.
    7. Ingo Fender & Martin Scheicher, 2009. "The pricing of subprime mortgage risk in good times and bad: evidence from the ABX.HE indices," Applied Financial Economics, Taylor & Francis Journals, vol. 19(24), pages 1925-1945.
    8. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1449-1496.
    9. Gary Gorton, 2009. "Information, Liquidity, and the (Ongoing) Panic of 2007," American Economic Review, American Economic Association, vol. 99(2), pages 567-572, May.
    10. Eichengreen, Barry & Mody, Ashoka & Nedeljkovic, Milan & Sarno, Lucio, 2012. "How the Subprime Crisis went global: Evidence from bank credit default swap spreads," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1299-1318.
    11. Peter M. DeMarzo, 2005. "The Pooling and Tranching of Securities: A Model of Informed Intermediation," Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 1-35.
    12. Lumsdaine, Robin L, 1996. "Consistency and Asymptotic Normality of the Quasi-maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models," Econometrica, Econometric Society, vol. 64(3), pages 575-596, May.
    13. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    14. Francis A. Longstaff & Arvind Rajan, 2008. "An Empirical Analysis of the Pricing of Collateralized Debt Obligations," Journal of Finance, American Finance Association, vol. 63(2), pages 529-563, April.
    15. Joshua Coval & Jakub Jurek & Erik Stafford, 2009. "The Economics of Structured Finance," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 3-25, Winter.
    16. Dwyer, Gerald P. & Tkac, Paula, 2009. "The financial crisis of 2008 in fixed-income markets," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1293-1316, December.
    17. Jian Zhang & Lee W. Sanning & Sherrill Shaffer, 2010. "Market Efficiency Test in the VIX Futures Market," CAMA Working Papers 2010-08, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    18. Benmelech, Efraim & Dlugosz, Jennifer, 2009. "The alchemy of CDO credit ratings," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 617-634, July.
    19. Mardi Dungey & Vance L Martin & Adrian R Pagan, 2000. "A multivariate latent factor decomposition of international bond yield spreads," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 697-715.
    20. Mr. Giovanni Dell'Ariccia & Mr. Luc Laeven & Ms. Deniz O Igan & Mr. Stijn Claessens, 2010. "Lessons and Policy Implications from the Global Financial Crisis," IMF Working Papers 2010/044, International Monetary Fund.
    21. Vance L. Martin & Mardi Dungey, 2007. "Unravelling financial market linkages during crises," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 89-119.
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    Cited by:

    1. Mardi Dungey & Matteo Luciani & David Veredas, 2012. "Ranking Systemically Important Financial Institutions," CAMA Working Papers 2012-47, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    2. Sangyeon Hwang & Hyejoon Im, 2017. "International Trade Finance and Exports: Evidence from Korean Bank-Intermediated Trade Finance Instruments," Open Economies Review, Springer, vol. 28(2), pages 319-346, April.
    3. Flavin, Thomas J. & Sheenan, Lisa, 2015. "The role of U.S. subprime mortgage-backed assets in propagating the crisis: Contagion or interdependence?," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 167-186.
    4. Gianluca Marcato, 2018. "Liquidity Pricing of Illiquid Assets," ERES eres2018_215, European Real Estate Society (ERES).
    5. Fredj Jawadi & Abdoulkarim Idi Cheffou & Nabila Jawadi, 2016. "Do Islamic and Conventional Banks Really Differ? A Panel Data Statistical Analysis," Open Economies Review, Springer, vol. 27(2), pages 293-302, April.
    6. Dungey, Mardi & Luciani, Matteo & Veredas, David, 2018. "Systemic risk in the US: Interconnectedness as a circuit breaker," Economic Modelling, Elsevier, vol. 71(C), pages 305-315.
    7. Alessandro Flamini & Costas Milas, 2014. "Open-economy Distribution Forecast Targeting, Macroeconomic Volatility and Financial Implication," DEM Working Papers Series 080, University of Pavia, Department of Economics and Management.

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    More about this item

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G01 - Financial Economics - - General - - - Financial Crises
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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