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The Subprime Crisis and House Price Appreciation

  • William Goetzmann

    ()

  • Liang Peng
  • Jacqueline Yen

This paper argues that econometric analysis of housing price indexes before 2006 generated forecasts of future long-term price growth and low estimated probabilities of extreme price decreases. These forecasts of future increases in home-loan collateral values may have affected both the demand and the supply of mortgages. Standard time series models using repeat-sales indices suggested that positive trends had a long half-life. Expectations based on such models supported expectations that could lead to an asset bubble. Analysis of data from the HMDA loan data base and LoanPerformance.com at the MSA level and at the loan level substantiates both supply and demand effects of past price trends in housing markets, particularly with respect to subprime mortgage applications and approvals. At the MSA level, past home price increases are associated with higher subprime applications and loan to value ratios. Approval probability of subprime loans was not affected by higher loan to value ratios. At the loan level, the approval probability of subprime applications is also positively associated with past home price appreciation. These results differ for prime mortgages.

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File URL: http://hdl.handle.net/10.1007/s11146-011-9321-4
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Article provided by Springer in its journal The Journal of Real Estate Finance and Economics.

Volume (Year): 44 (2012)
Issue (Month): 1 (January)
Pages: 36-66

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Handle: RePEc:kap:jrefec:v:44:y:2012:i:1:p:36-66
DOI: 10.1007/s11146-011-9321-4
Contact details of provider: Web page: http://www.springer.com

Order Information: Web: http://www.springer.com/economics/regional+science/journal/11146/PS2

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  1. Ravi Dhar & Ning Zhu, 2006. "Up Close and Personal: Investor Sophistication and the Disposition Effect," Management Science, INFORMS, vol. 52(5), pages 726-740, May.
  2. Yuliya Demyanyk & Otto Van Hemert, 2009. "Understanding the subprime mortgage crisis," Proceedings, Federal Reserve Bank of San Francisco, issue Jan.
  3. Goetzmann, William Nelson, 1992. "The Accuracy of Real Estate Indices: Repeat Sale Estimators," The Journal of Real Estate Finance and Economics, Springer, vol. 5(1), pages 5-53, March.
  4. Todd Sinai & Nicholas S. Souleles, 2003. "Owner-Occupied Housing as a Hedge Against Rent Risk," NBER Working Papers 9462, National Bureau of Economic Research, Inc.
  5. Dell’Ariccia, G. & Igan, D. & Laeven, L., 2009. "Credit Booms and Lending Standards : Evidence from the Subprime Mortgage Market," Discussion Paper 2009-46 S, Tilburg University, Center for Economic Research.
  6. 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.
  7. Zhenguo Lin & Kerry D. Vandell, 2006. "Illiquidity and Pricing Biases in the Real Estate Market," Working Paper 8577, USC Lusk Center for Real Estate.
  8. William Goetzmann & Liang Peng, 2006. "Estimating House Price Indexes in the Presence of Seller Reservation Prices," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 100-112, February.
  9. Robert J. Shiller, 1991. "Arithmetic Repeat Sales Price Estimators," Cowles Foundation Discussion Papers 971, Cowles Foundation for Research in Economics, Yale University.
  10. Henderson, J Vernon & Ioannides, Yannis M, 1983. "A Model of Housing Tenure Choice," American Economic Review, American Economic Association, vol. 73(1), pages 98-113, March.
  11. Karl E. Case & Robert J. Shiller, 1987. "Prices of single-family homes since 1970: new indexes for four cities," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 45-56.
  12. Karl E. Case & Robert J. Shiller, 1990. "Forecasting Prices and Excess Returns in the Housing Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(3), pages 253-273.
  13. Souphala Chomsisengphet & Anthony Pennington-Cross, 2006. "Subprime refinancing: equity extraction and mortgage termination," Working Papers 2006-023, Federal Reserve Bank of St. Louis.
  14. Mark Doms & Frederick T. Furlong & John Krainer, 2007. "Subprime mortgage delinquency rates," Working Paper Series 2007-33, Federal Reserve Bank of San Francisco.
  15. Paul S. Calem & Kevin Gillen & Susan Wachter, . "The Neighborhood Distribution of Subprime Mortgage Lending," Zell/Lurie Center Working Papers 404, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
  16. Edward L. Glaeser & Joseph Gyourko & Raven Saks, 2005. "Why Have Housing Prices Gone Up?," NBER Working Papers 11129, National Bureau of Economic Research, Inc.
  17. Markus K. Brunnermeier & Christian Julliard, 2006. "Money illusion and housing frenzies," LSE Research Online Documents on Economics 4806, London School of Economics and Political Science, LSE Library.
  18. Jeffrey Fisher & Dean Gatzlaff & David Geltner & Donald Haurin, 2003. "Controlling for the Impact of Variable Liquidity in Commercial Real Estate Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(2), pages 269-303, 06.
  19. Geltner, David, 1997. "Bias and Precision of Estimates of Housing Investment Risk Based on Repeat-Sales Indices: A Simulation Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 155-71, Jan.-Marc.
  20. Atif Mian & Amir Sufi, 2008. "The Consequences of Mortgage Credit Expansion: Evidence from the 2007 Mortgage Default Crisis," NBER Working Papers 13936, National Bureau of Economic Research, Inc.
  21. Atif Mian & Amir Sufi, 2008. "Summary of "the consequences of mortgage credit expansion"," Proceedings 1074, Federal Reserve Bank of Chicago.
  22. Gatzlaff, Dean H & Haurin, Donald R, 1997. "Sample Selection Bias and Repeat-Sales Index Estimates," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 33-50, Jan.-Marc.
  23. William Goetzmann & Eduardas Valaitis, 2006. "Simulating Real Estate in the Investment Portfolio: Model Uncertainty and Inflation Hedging," Yale School of Management Working Papers amz2476, Yale School of Management, revised 01 May 2006.
  24. Karl E. Case & Robert J. Shiller, 1988. "The Efficiency of the Market for Single-Family Homes," NBER Working Papers 2506, National Bureau of Economic Research, Inc.
  25. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 307-362.
  26. Jim Clayton & Norman Miller & Liang Peng, 2010. "Price-volume Correlation in the Housing Market: Causality and Co-movements," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 14-40, January.
  27. Ioannides, Yannis M & Rosenthal, Stuart S, 1994. "Estimating the Consumption and Investment Demands for Housing and Their Effect on Housing Tenure Status," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 127-41, February.
  28. Dennis R. Capozza & Dick Kazarian & Thomas A. Thomson, 1997. "Mortgage Default in Local Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(4), pages 631-655.
  29. Chris Downing & Richard Stanton & Nancy Wallace, 2005. "An Empirical Test of a Two-Factor Mortgage Valuation Model: How Much Do House Prices Matter?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 33(4), pages 681-710, December.
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