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An Empirical Analysis of Asset-Backed Securitization

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  • Vink, Dennis

Abstract

In this study we provide empirical evidence demonstrating a relationship between the nature of the assets and the primary market spread. The model also provides predictions on how other pricing characteristics affect spread, since little is known about how and why spreads of asset-backed securities are influenced by loan tranche characteristics. We find that default and recovery risk characteristics represent the most important group in explaining loan spread variability. Within this group, the credit rating dummies are the most important variables to determine loan spread at issue. Nonetheless, credit rating is not a sufficient statistic for the determination of spreads. We find that the nature of the assets has a substantial impact on the spread across all samples, indicating that primary market spread with backing assets that cannot easily be replaced is significantly higher relative to issues with assets that can easily be obtained. Of the remaining characteristics, only marketability explains a significant portion of the spreads’ variability. In addition, variations of the specifications were estimated in order to asses the robustness of the conclusions concerning the determinants of loan spreads.

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  • Vink, Dennis, 2007. "An Empirical Analysis of Asset-Backed Securitization," MPRA Paper 10382, University Library of Munich, Germany, revised 25 Aug 2008.
    • Handle: RePEc:pra:mprapa:10382
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    as
    1. Winton, Andrew, 1995. "Costly State Verification and Multiple Investors: The Role of Seniority," The Review of Financial Studies, Society for Financial Studies, vol. 8(1), pages 91-123.
    2. Dilip Madan & Haluk Unal, 1996. "Pricing the Risks of Default," Center for Financial Institutions Working Papers 94-16, Wharton School Center for Financial Institutions, University of Pennsylvania.
    3. Robert A. Jarrow & David Lando & Stuart M. Turnbull, 2008. "A Markov Model for the Term Structure of Credit Risk Spreads," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 18, pages 411-453, World Scientific Publishing Co. Pte. Ltd..
    4. Gary B. Gorton & Nicholas S. Souleles, 2007. "Special Purpose Vehicles and Securitization," NBER Chapters, in: The Risks of Financial Institutions, pages 549-597, National Bureau of Economic Research, Inc.
    5. Kose John & Anthony W. Lynch & Manju Puri, 2003. "Credit Ratings, Collateral, and Loan Characteristics: Implications for Yield," The Journal of Business, University of Chicago Press, vol. 76(3), pages 371-410, July.
    6. John S. Gonas & Michael J. Highfield & Donald J. Mullineaux, 2004. "When Are Commercial Loans Secured?," The Financial Review, Eastern Finance Association, vol. 39(1), pages 79-99, February.
    7. Leland, Hayne E & Toft, Klaus Bjerre, 1996. "Optimal Capital Structure, Endogenous Bankruptcy, and the Term Structure of Credit Spreads," Journal of Finance, American Finance Association, vol. 51(3), pages 987-1019, July.
    8. Longstaff, Francis A & Schwartz, Eduardo S, 1995. "A Simple Approach to Valuing Risky Fixed and Floating Rate Debt," Journal of Finance, American Finance Association, vol. 50(3), pages 789-819, July.
    9. Nancy Wallace & Chris Downing, 2005. "Commercial Mortgage Backed Securities: How Much Subordination is Enough?," Computing in Economics and Finance 2005 37, Society for Computational Economics.
    10. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    11. Boot, Arnoud W A & Thakor, Anjan V & Udell, Gregory F, 1991. "Secured Lending and Default Risk: Equilibrium Analysis, Policy Implications and Empirical Results," Economic Journal, Royal Economic Society, vol. 101(406), pages 458-472, May.
    12. Duffee, Gregory R, 1999. "Estimating the Price of Default Risk," The Review of Financial Studies, Society for Financial Studies, vol. 12(1), pages 197-226.
    13. 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.
    14. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    15. Peter DeMarzo & Darrell Duffie, 1999. "A Liquidity-Based Model of Security Design," Econometrica, Econometric Society, vol. 67(1), pages 65-100, January.
    16. Edwin J. Elton & Martin J. Gruber & Deepak Agrawal & Christopher Mann, 2001. "Explaining the Rate Spread on Corporate Bonds," Journal of Finance, American Finance Association, vol. 56(1), pages 247-277, February.
    17. Childs, Paul D. & Ott, Steven H. & Riddiough, Timothy J., 1996. "The Pricing of Multiclass Commercial Mortgage-Backed Securities," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(4), pages 581-603, December.
    18. Boot, Arnoud W A & Thakor, Anjan V, 1993. "Security Design," Journal of Finance, American Finance Association, vol. 48(4), pages 1349-1378, September.
    19. Gorton, Gary & Pennacchi, George, 1990. "Financial Intermediaries and Liquidity Creation," Journal of Finance, American Finance Association, vol. 45(1), pages 49-71, March.
    20. Riddiough, Timothy J., 1997. "Optimal Design and Governance of Asset-Backed Securities," Journal of Financial Intermediation, Elsevier, vol. 6(2), pages 121-152, April.
    21. Thomas, Hugh, 1999. "A preliminary look at gains from asset securitization," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(3), pages 321-333, August.
    22. S. Baranzoni & P. Bianchi & L. Lambertini, 2000. "Multiproduct Firms, Product Differentiation, and Market Structure," Working Papers 368, Dipartimento Scienze Economiche, Universita' di Bologna.
    23. Maciej Firla-Cuchra, 2005. "Explaining Launch Spreads on Structured Bonds," Economics Series Working Papers 230, University of Oxford, Department of Economics.
    24. John Ammer & Nathanael Clinton, 2004. "Good news is no news? The impact of credit rating changes on the pricing of asset-backed securities," International Finance Discussion Papers 809, Board of Governors of the Federal Reserve System (U.S.).
    25. Andreas Jobst, 2005. "The regulatory treatment of asset securitisation: The Basel Securitisation Framework explained," Journal of Financial Regulation and Compliance, Emerald Group Publishing, vol. 13(1), pages 15-42, February.
    26. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    27. Giampaolo Gabbi & Andrea Sironi, 2005. "Which factors affect corporate bonds pricing? Empirical evidence from eurobonds primary market spreads," The European Journal of Finance, Taylor & Francis Journals, vol. 11(1), pages 59-74.
    28. 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.
    29. Greenbaum, Stuart I. & Thakor, Anjan V., 1987. "Bank funding modes : Securitization versus deposits," Journal of Banking & Finance, Elsevier, vol. 11(3), pages 379-401, September.
    30. Thomas, Hugh, 2001. "Effects of Asset Securitization on Seller Claimants," Journal of Financial Intermediation, Elsevier, vol. 10(3-4), pages 306-330, July.
    31. Brennan, Michael J & Schwartz, Edwardo S, 1978. "Corporate Income Taxes, Valuation, and the Problem of Optimal Capital Structure," The Journal of Business, University of Chicago Press, vol. 51(1), pages 103-114, January.
    32. Maciej Firla-Cuchra & Tim Jenkinson, 2005. "Why are Securitization Issues Tranched?," OFRC Working Papers Series 2005fe04, Oxford Financial Research Centre.
    33. James, Christopher, 1988. "The use of loan sales and standby letters of credit by commercial banks," Journal of Monetary Economics, Elsevier, vol. 22(3), pages 395-422.
    34. 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.
    35. Darrell Duffie & Lasse Heje Pedersen & Kenneth J. Singleton, 2003. "Modeling Sovereign Yield Spreads: A Case Study of Russian Debt," Journal of Finance, American Finance Association, vol. 58(1), pages 119-159, February.
    36. Jobst, Andreas A., 2002. "The Pricing puzzle: The default term structure of collateralised loan obligations," CFS Working Paper Series 2002/14, Center for Financial Studies (CFS).
    37. George J. Benston, 1992. "The Future Of Asset Securitization: The Benefits And Costs Of Breaking Up The Bank," Journal of Applied Corporate Finance, Morgan Stanley, vol. 5(1), pages 71-82, March.
    38. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-689, October.
    39. Peter M. DeMarzo, 2005. "The Pooling and Tranching of Securities: A Model of Informed Intermediation," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 1-35.
    40. Lockwood, Larry J. & Rutherford, Ronald C. & Herrera, Martin J., 1996. "Wealth effects of asset securitization," Journal of Banking & Finance, Elsevier, vol. 20(1), pages 151-164, January.
    41. Aron A. Gottesman & Gordon S. Roberts, 2004. "Maturity and Corporate Loan Pricing," The Financial Review, Eastern Finance Association, vol. 39(1), pages 55-77, February.
    42. Benveniste, Lawrence M. & Berger, Allen N., 1987. "Securitization with recourse : An instrument that offers uninsured bank depositors sequential claims," Journal of Banking & Finance, Elsevier, vol. 11(3), pages 403-424, September.
    43. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    44. Marco Sorge & Blaise Gadanecz, 2004. "The term structure of credit spreads in project finance," BIS Working Papers 159, Bank for International Settlements.
    45. Esty, Benjamin C. & Megginson, William L., 2003. "Creditor Rights, Enforcement, and Debt Ownership Structure: Evidence from the Global Syndicated Loan Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(1), pages 37-60, March.
    46. Edward M. Iacobucci & Ralph A. Winter, 2005. "Asset Securitization and Asymmetric Information," The Journal of Legal Studies, University of Chicago Press, vol. 34(1), pages 161-206, January.
    47. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    48. Simon Wolfe, 2000. "Structural effects of asset-backed securitization," The European Journal of Finance, Taylor & Francis Journals, vol. 6(4), pages 353-369.
    49. Gregory R. Duffee, 1998. "The Relation Between Treasury Yields and Corporate Bond Yield Spreads," Journal of Finance, American Finance Association, vol. 53(6), pages 2225-2241, December.
    50. Stanton, Sonya Williams, 1998. "The Underinvestment Problem and Patterns in Bank Lending," Journal of Financial Intermediation, Elsevier, vol. 7(3), pages 293-326, July.
    51. Sopranzetti, Ben J., 1999. "Selling accounts receivable and the underinvestment problem," The Quarterly Review of Economics and Finance, Elsevier, vol. 39(2), pages 291-301.
    52. Stanton, Richard, 1995. "Rational Prepayment and the Valuation Mortgage-Backed Securities," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 677-708.
    53. Sarig, Oded & Warga, Arthur, 1989. " Some Empirical Estimates of the Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 44(5), pages 1351-1360, December.
    54. Kau, James B. & Keenan, Donald C. & Muller, Walter III & Epperson, James F., 1987. "The valuation and securitization of commercial and multifamily mortgages," Journal of Banking & Finance, Elsevier, vol. 11(3), pages 525-546, September.
    55. Claire A. Hill, 1998. "Securitization: A Financing Strategy For Emerging Markets Firms," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(3), pages 55-65, September.
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    More about this item

    Keywords

    asset securitization; asset-backed securitisation; bank lending; default risk; risk management; leveraged financing;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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