The Good, The Bad and The Impaired - A Credit Risk Model of the Irish Mortgage Market
Using a uniquely constructed loan-level dataset of the residential mortgage book of Irish financial institutions, this paper provides a framework for estimating default probabilities of individual mortgages. In particular, the paper examines the progression of mortgages in arrears from 90 days to 360 days. This question is of major financial stability concern in an Irish context as the uncertainty concerning the quality of the loan books of the Irish financial institutions is due, in the main, to the perceived impaired nature of the residential mortgage book. Using this approach, default probabilities are shown to be “hump shaped” when conditioned on loan vintage, with loans originating between 2004 and 2006 are most likely to default.
|Date of creation:||Nov 2011|
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- Patrick Bajari & Chenghuan Sean Chu & Minjung Park, 2008. "An Empirical Model of Subprime Mortgage Default From 2000 to 2007," NBER Working Papers 14625, National Bureau of Economic Research, Inc.
- Christopher J. Mayer & Karen M. Pence & Shane M. Sherlund, 2008.
"The rise in mortgage defaults,"
Finance and Economics Discussion Series
2008-59, Board of Governors of the Federal Reserve System (U.S.).
- Lando, David & Skodeberg, Torben M., 2002. "Analyzing rating transitions and rating drift with continuous observations," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 423-444, March.
- Janine Aron & John Muellbauer, 2010.
"Modelling and Forecasting UK Mortgage Arrears and Possessions,"
SERC Discussion Papers
0052, Spatial Economics Research Centre, LSE.
- Janine Aron & John Muellbauer, 2010. "Modelling and Forecasting UK Mortgage Arrears and Possessions," Economics Series Working Papers 499, University of Oxford, Department of Economics.
- Aron, Janine & Muellbauer, John, 2010. "Modelling and Forecasting UK Mortgage Arrears and Possessions," CEPR Discussion Papers 7986, C.E.P.R. Discussion Papers.
- Janine Aron & John Muellbauer, 2010. "Modelling and forecasting UK mortgage arrears and possessions," LSE Research Online Documents on Economics 58520, London School of Economics and Political Science, LSE Library.
- Kennedy, Gerard & McIndoe Calder, Tara, 2011.
"The Irish Mortgage Market: Stylised Facts, Negative Equity and Arrears,"
Research Technical Papers
12/RT/11, Central Bank of Ireland.
- Kennedy, Gerard & McIndoe-Calder, Tara, 2012. "The Irish Mortgage Market: Stylised Facts, Negative Equity and Arrears," Quarterly Bulletin Articles, Central Bank of Ireland, pages 85-108, February.
- Christopher L. Foote & Kristopher S. Gerardi & Paul S. Willen, 2008.
"Negative equity and foreclosure: theory and evidence,"
Public Policy Discussion Paper
08-3, Federal Reserve Bank of Boston.
- Foote, Christopher L. & Gerardi, Kristopher & Willen, Paul S., 2008. "Negative equity and foreclosure: Theory and evidence," Journal of Urban Economics, Elsevier, vol. 64(2), pages 234-245, September.
- Reamonn Lyndon & Yvonne McCarthy, 2013.
"What Lies Beneath? Understanding Recent Trends in Irish Mortgage Arrears,"
The Economic and Social Review,
Economic and Social Studies, vol. 44(1), pages 117-150.
- Lydon, Reamonn & McCarthy, Yvonne, 2011. "What Lies Beneath? Understanding Recent Trends in Irish Mortgage Arrears," Research Technical Papers 14/RT/11, Central Bank of Ireland.
- Gerardi, Kristopher & Herkenhoff, Kyle F. & Ohanian, Lee E. & Willen, Paul S., 2013. "Unemployment, negative equity, and strategic default," FRB Atlanta Working Paper 2013-04, Federal Reserve Bank of Atlanta.
- Ronel Elul & Nicholas S. Souleles & Souphala Chomsisengphet & Dennis Glennon & Robert Hunt, 2010.
"What "Triggers" Mortgage Default?,"
American Economic Review,
American Economic Association, vol. 100(2), pages 490-494, May.
- Hallissey, Niamh & Kelly, Robert & O'Malley, Terry, 2014. "Macro-prudential Tools and Credit Risk of Property Lending at Irish banks," Economic Letters 10/EL/14, Central Bank of Ireland.
- Kau, James B, et al, 1992. "A Generalized Valuation Model for Fixed-Rate Residential Mortgages," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 24(3), pages 279-99, August.
- R. M. Cyert & H. J. Davidson & G. L. Thompson, 1962. "Estimation of the Allowance for Doubtful Accounts by Markov Chains," Management Science, INFORMS, vol. 8(3), pages 287-303, April.
- Edward I. Altman & Brooks Brady & Andrea Resti & Andrea Sironi, 2005. "The Link between Default and Recovery Rates: Theory, Empirical Evidence, and Implications," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2203-2228, November.
- Acharya, Viral V. & Bharath, Sreedhar T. & Srinivasan, Anand, 2007. "Does industry-wide distress affect defaulted firms? Evidence from creditor recoveries," Journal of Financial Economics, Elsevier, vol. 85(3), pages 787-821, September.
- Eduardo S. Schwartz & Walter N. Torous, 1993. "Mortgage Prepayment and Default Decisions: A Poisson Regression Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 21(4), pages 431-449.
- Betancourt, Luis, 1999. "Using Markov Chains to Estimate Losses from a Portfolio of Mortgages," Review of Quantitative Finance and Accounting, Springer, vol. 12(3), pages 303-317, May.
- Jackson, Christopher, 2011. "Multi-State Models for Panel Data: The msm Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 38(i08), pages -.
- Yvonne McCarthy & Kieran McQuinn, 2011. "How Are Irish Households Coping with their Mortgage Repayments? Information from the Survey on Income and Living Conditions," The Economic and Social Review, Economic and Social Studies, vol. 42(1), pages 71-94.
- Jafry, Yusuf & Schuermann, Til, 2004. "Measurement, estimation and comparison of credit migration matrices," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2603-2639, November.
- McCarthy, Yvonne, 2014. "Dis-entangling the mortgage arrears crisis: The rolw of the labour market, income volatility and housing equity," Research Technical Papers 02/RT/14, Central Bank of Ireland.
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