Modelling and Forecasting UK Mortgage Arrears and Possessions
AbstractThis paper presents new models for aggregate UK data on mortgage possessions (foreclosures) and mortgage arrears (payment delinquencies). The innovations include the treatment of difficult to observe variations in loan quality and shifts in forbearance policy by lenders, by common latent variables estimated in a system of equations for arrears and possessions, for quarterly data over 1983-2009. A second innovation is the theory-justified use of an estimate of the proportion of mortgages in negative equity, based on an average debt to equity ratio, as one of the key drivers of possessions and arrears. A third is the systematic treatment of measurement bias in the months in arrears measures. Finally, the paper does not impose a proportional long-run relationship between possessions and arrears assumed in the previous UK literature. A range of economic forecast scenarios for forecasts to 2013 reveals the sensitivity of mortgage possessions and arrears to different economic conditions, highlighting potential risks faced by the UK and its mortgage lenders. A comprehensive review of data on arrears and possessions completes the paper.
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Bibliographic InfoPaper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 7986.
Date of creation: Sep 2010
Date of revision:
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Other versions of this item:
- 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.
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
- G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
- R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
- R28 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Government Policy
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- Christopher L. Foote & Kristopher Gerardi & Paul S. Willen, 2008. "Negative equity and foreclosure: theory and evidence," Public Policy Discussion Paper 08-3, Federal Reserve Bank of Boston.
- Brookes, Martin & Dicks, Mike & Pradhan, Mahmood, 1994. "An empirical model of mortgage arrears and repossessions," Economic Modelling, Elsevier, vol. 11(2), pages 134-144, April.
- Lambrecht, Bart & Perraudin, William & Satchell, Stephen, 1997.
"Time to default in the UK mortgage market,"
Elsevier, vol. 14(4), pages 485-499, October.
- John Gathergood, . "Income Shocks, Mortgage Repayment Risk and Financial Distress Among UK Households," Discussion Papers 09/03, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
- John Whitley & Richard Windram & Prudence Cox, 2004. "An empirical model of household arrears," Bank of England working papers 214, Bank of England.
- Deng, Yongheng & Quigley, John M. & Van Order, Robert, 1999.
"Mortgage Terminations, Heterogeneity, and the Exercise of Mortgage Options,"
Berkeley Program on Housing and Urban Policy, Working Paper Series
qt96r560pg, Berkeley Program on Housing and Urban Policy.
- Yongheng Deng & John M. Quigley & Robert Van Order, 2000. "Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options," Econometrica, Econometric Society, vol. 68(2), pages 275-308, March.
- Yongheng Deng & John M. Quigley & Robert Van Order, . "Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options," Zell/Lurie Center Working Papers 322, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Kristopher S. Gerardi & Andreas Lehnert & Shane M. Sherlund & Paul S. Willen, 2009.
"Making sense of the subprime crisis,"
2009-02, Federal Reserve Bank of Atlanta.
- John Muellbauer & Gavin Cameron & John Muellbauer, 2006.
"Was There A British House Price Bubble? Evidence from a Regional Panel,"
Economics Series Working Papers
276, University of Oxford, Department of Economics.
- Cameron, Gavin & Muellbauer, John & Murphy, Anthony, 2006. "Was There a British House Price Bubble? Evidence from a Regional Panel," CEPR Discussion Papers 5619, C.E.P.R. Discussion Papers.
- Ncube, M. & Satchell, S.E., 1995. "Modelling U.K. Mortgage Defaults Using a Hazard Approach Based on American Options," Cambridge Working Papers in Economics 9408, Faculty of Economics, University of Cambridge.
- Kau James B. & Keenan Donald C. & Kim Taewon, 1994. "Default Probabilities for Mortgages," Journal of Urban Economics, Elsevier, vol. 35(3), pages 278-296, May.
- BÃ¶heim, RenÃ© & Taylor, Mark P., 2000.
"My home was my castle: evictions and repossessions in Britain,"
ISER Working Paper Series
2000-04, Institute for Social and Economic Research.
- Boheim, Rene & Taylor, Mark P., 2000. "My Home Was My Castle: Evictions and Repossessions in Britain," Journal of Housing Economics, Elsevier, vol. 9(4), pages 287-319, December.
- Catarina Figueira & John Glen & Joseph Nellis, 2005. "A Dynamic Analysis of Mortgage Arrears in the UK Housing Market," Urban/Regional 0509006, EconWPA.
- Lambrecht, Bart M & Perraudin, William R M & Satchell, Steven, 2003. " Mortgage Default and Possession under Recourse: A Competing Hazards Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 425-42, June.
- F J Breedon & M A S Joyce, 1993. "House prices, arrears and possessions: A three equation model for the UK," Bank of England working papers 14, Bank of England.
- 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.
- 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 117â150.
- 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.
- Janine Aron & John Muellbauer, 2011.
"Modelling and forecasting with county court data: regional mortgage possession claims and orders in England and Wales,"
LSE Research Online Documents on Economics
33580, London School of Economics and Political Science, LSE Library.
- Janine Aron & John Muellbauer, 2011. "Modelling and Forecasting with County Court Data: Regional Mortgage Possession Claims and Orders in England and Wales," SERC Discussion Papers 0070, Spatial Economics Research Centre, LSE.
- Dawson, Chris & Henley, Andrew, 2012. "Something will turn up? Financial over-optimism and mortgage arrears," Economics Letters, Elsevier, vol. 117(1), pages 49-52.
- Kelly, Robert, 2011. "The Good, The Bad and The Impaired - A Credit Risk Model of the Irish Mortgage Market," Research Technical Papers 13/RT/11, Central Bank of Ireland.
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