Lanot, Gauthier and Leece, David (2010): The Performance of UK Securitized Subprime Mortgage Debt: ‘Idiosyncratic’ Behaviour or Mortgage Design?
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The research estimates a competing risk model of mortgage terminations on a sample of UK securitized subprime mortgages. We consider whether the variety of mortgage contracts that were securitized explains the performance of subprime securities and their supposed ‘idiosyncratic’ behaviour. The methodological advance is the use of a general, flexible modelling of unobserved heterogeneity over several dimensions, controlling for both selection issues involving mortgage choice and dynamic selection over time. We conclude that securities consisting of subprime loans can be given meaningful valuations on bank balance sheets if the performance of the different types of loans can be better understood. JEL Codes: G21 C13 C25 C51 D10 D14 E44
|Item Type:||MPRA Paper|
|Original Title:||The Performance of UK Securitized Subprime Mortgage Debt: ‘Idiosyncratic’ Behaviour or Mortgage Design?|
|Keywords:||Subprime mortgages; unobserved heterogeneity; loan performance; securitisation;|
|Subjects:||G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages|
|Depositing User:||Gauthier Lanot|
|Date Deposited:||01. Dec 2010 14:26|
|Last Modified:||30. Apr 2015 06:11|
Abramowitz, M., I.A. Stegun. eds. (1972), Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables, New York: Dover Publications.
Alexander, W., S.D. Grimshaw, G.R., B.A. Slade, (2002). “Some Loans are More Equal than Others: Third-party Originations and Defaults in the Subprime Mortgage Industry”. Real Estate Economics, 30, 2, 667–697.
Ambrose, B.W., and M. LaCour-Little, (2001), “Prepayment Risk in Adjustable Rate Mortgages Subject to Initial Year Discounts: Some New Evidence”, Real Estate Economics, 29,2, 305-327.
Ambrose, B.W., M. LaCour-Little, Z.R. Husza, (2005), “A note on hybrid mortgages”, Real Estate Economics, 33,4, 765-782.
Ambrose, B.W., A. Sanders, (2003), “Commercial Mortgage Backed Securities : Prepayment and Default”. The Journal of Real Estate Finance and Economics 26(2/3), 175-192.
Archer, W. and D. Ling, (1993), “Pricing Mortgage-backed Securities: Integrating Optimal Call and Empirical Models of Prepayment”, AREUEA Journal 21(4), 373-404.
Bank of England, (2008), Financial Stability Report, Bank of England, London.
Brueckner, J.K., (1994), “The Demand for Mortgage Debt: Some Basic Results”. Journal of Housing Economics 3, 251-262.
Brueckner, J.K., (1995), “Borrower Mobility, Adverse Selection and Mortgage Points”. Journal of Financial Intermediation, 3, 416-441.
Brueckner, J.K., (2000), “Mortgage Default and Asymmetric Information”. Journal of Real Estate Finance and Economics, 20(3), 251-274.
Chomsisengphet, S., A. Pennington-Cross, (2004), “Borrower Cost and Credit Rationing in the Subprime Mortgage Market”, Office of Federal Housing Enterprise Oversight Working Paper.
Clapp, J., Y.,Deng, A. Xudong, (2006), “Unobserved Heterogeneity in Models of Competing Mortgage Termination Risks”, Real Estate Economics,34 , 2, 243-273.
Courchane,M., B. Surette, P. Zorn, (2004), “Subprime Borrowers: Mortgage Transitions and Outcomes”, Journal of Real Estate Finance and Economics, 29. 4, 365–392.
Cowan, A., C. Cowan, (2004), “Default Correlation: An Empirical Investigation of a Subprime Lender”. Journal of Banking and Finance.28. 4, 753–771.
Danis, A., A. Pennington-Cross, (2008), “The Delinquency of Subprime Mortgages”, Journal of Economics and Business. 60, 67-90.
Deng, Y., J.M. Quigley, (2002), “Woodhead Behaviour and the Pricing of Residential Mortgages”, USC Lusk Center for Real Estate, Working Paper No. 2003-1005, University of Southern California.
Deng, Y., S.A. Gabriel, (2006), “Risk-based Pricing and the Enhancement of Mortgage Credit Availability Among Underserved and Higher Credit-Risk Populations”, Journal of Money, Credit and Banking, 38. 6, 1431-1460.
Deng, Y., J.M. Quigley, R. Van Order, (2000), “Mortgage Terminations, Heterogeneity, and the Exercise of Mortgage Options”, Econometrica. 68 . 2, 275-307. Financial Services Authority, (2010), Mortgage Market Review-Responsible Lending, CP/10/16, July.
Fine, J.P. and R. J. Gray (1999), “A Proportional Hazards Model for the Subdistribution of a Competing Risk”, Journal of the American Statistical Association, Vol. 94, No. 446 (Jun., 1999), pp. 496-509.
Gouriéroux, C., A. Monfort, (1995), Statistics and Econometric Models , Cambridge : Cambridge University Press.
Green, R.K ., J.D. Shilling, (1997), “The Impact of Initial Year Discounts on ARM Prepayments”, Real Estate Economics, 25.3, 373-386.
Harrison, D.M., T.G. Noordewier, A. Yavas, (2004), “Do Riskier Borrowers Borrow More?”, Real Estate Economics,32.3, 385-411.
Kau, J.B. , D. Keenen, W. Mueller, J. Epperson, (1993), “Option Theory and Floating Rate Securities with a Comparison of Adjustable- and Fixed-rate Mortgages”, Journal of Business. 66(4),595-618.
Lambrecht, B. M., W.R. Perraudin, S.E., Satchell, (2003), “Mortgage Default and Possession: A Competing Hazards Approach”, Journal of Money, Credit and Banking, 35.2, 425-442.
Lanot, G., (2008), “On the Variance Covariance Matrix of the Maximum Likelihood Estimator of a Discrete Mixture”, Working Paper, University of Keele. UK.
Lau B., Cole, S.R., Gange, S.J., (2009), “Competing Risk Regression Models for Epidemiologic Data”, American Journal of Epidemiology, 70, 2, 244-256
Lee, L.F., (2000), “A numerically Stable Quadrature Procedure”, Journal of Econometrics, 95. 1, 117-129.
Leece, D., (2004), Economics of the Mortgage Market: Perspectives on Household Decision Making,.Blackwell, Oxford.
Lupica, L. R., (2008)., “Credit Rating Agencies, Structured Securities and the Way out of the Abyss”, Review of Banking and Financial Law, 28: 639.
Miles, D., (2005), “Incentives Information and Efficiency in the UK Mortgage Market”, Economic Journal, 115,502, C82-C98.
Nichols, J., A. Pennington-Cross, A. Yezer, (2005), “Borrower Self-selection, Underwriting Costs, and Subprime Mortgage Credit Supply”. Journal of Real Estate Finance and Economics, 30.2, 119–219.
Oakes, D., (1982), “ Direct Calculation of the Information Matrix via the EM Algorithm”, Journal of the Royal Statistical Society.61.2, 479:482.
Pennington-Cross, A., S. Chomsisengphet, (2007), “Subprime Refinancing: Equity Extraction and Mortgage Termination, Real Estate Economics, 35 , 2, 233-263.
Pennington-Cross, A., (2003), “Credit History and the Performance of Prime and Nonprime Mortgages”, Journal of Real Estate Finance and Economics, 27, 3, 279–301.
Pereira, J.A.A., D.P. Newton, D.A. Paxson, (2002), “UK Fixed Rate Repayment Mortgage and Mortgage Indemnity Valuation”, Real Estate Economics. 30(2).185-211.
Phillips, R.A., E. Rosenblatt, J.H. Vanderhoff, (1996), “The Probability of Fixed and Adjustable Rate Mortgage Termination”, Journal of Real Estate Finance and Economics, 13(2), 95-104.
Press, W.H., (2007), Numerical Recipes: The Art of Scientific Computing (3rd edition), Cambridge University Press.
Quercia, R., M. Stegman, W. Davis, (2005), The Impact of Predatory Loan Terms on Subprime Foreclosures: The Special Case of Prepayment Penalties and Balloon Payments. University of North Carolina–Chapel Hill, Center for Community Capitalism
Quigley, J.M., R. Van Order, (1990), “Efficiency in the Mortgage Market the Borrowers Perspective”, AREUEA Journal, 18(3), 237:252.
Quigley, J.M., R. Van Order, (1995), “Explicit Tests of Contingent Claims Models of Mortgage Default”, Journal of Real Estate Finance and Economics, 11, 99-117.
Rose, M.J., (2008), “Predatory Lending Practices and Subprime Foreclosures: Distinguishing Impacts by Loan Category”, Journal of Economics and Business, 13-32.
Rosengren, E.S, (2010), “The Impact of Liquidity, Securitization and Banks on the Real Economy”, Journal of Money Credit and Banking, 42, 6, pp. 221-228.
Stephens, M., and D. Quigars, (2008), “ Subprime Mortgage Lending in the UK”, European Journal of Housing Policy, 8,2, 197-215.
Train, K.E., (2003), “ EM Algorithms for NonParametric Estimation of Mixing Distributions”, Journal of Choice Modelling, 1.1, 40:69.
VanderHoff, J., (1996), “Adjustable and Fixed Rate Mortgage Termination, Option Values and Local Market Condition: An Empirical Analysis”. Real Estate Economics. 24(3),379-406.