Damianov, Damian S and Escobari, Diego
(2015):
*Long-Run Equilibrium Shift and Short-Run Dynamics of U.S. Home Price Tiers during the Housing Bubble.*
Forthcoming in: Journal of Real Estate Finance and Economics

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## Abstract

We use vector error correction models to examine the interdependence between the high and the low price tiers during the latest housing market boom and bust. For 118 of the 364 US statistical areas analyzed, the tiered price indexes are bound by a long-run relationship. In general, low tier homes appreciated more than high tier homes in the past two decades. In contrast to previous periods of high volatility, however, low tier homes appreciated more during the boom and lost more value during the bust of the market. We find a shift in the long-run equilibrium during the bubble -the cointegration parameter that ties the tiers together is greater in absolute value during the bubble period compared to the periods of more moderate appreciation and depreciation rates. Moreover, the shift in the long-run equilibrium can be explained by differences in subprime originations across housing markets. We also find that short run price dynamics is driven by momentum in both segments of the market.

Item Type: | MPRA Paper |
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Original Title: | Long-Run Equilibrium Shift and Short-Run Dynamics of U.S. Home Price Tiers during the Housing Bubble |

Language: | English |

Keywords: | Residential real estate markets, Housing Price Tiers |

Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R30 - General R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R32 - Other Spatial Production and Pricing Analysis |

Item ID: | 65765 |

Depositing User: | Diego Escobari |

Date Deposited: | 25 Jul 2015 19:33 |

Last Modified: | 29 Sep 2019 21:39 |

References: | Anenberg, E., 2011. Loss aversion, equity constraints and seller behaviour in the real estate market. Regional Science and Urban Economics, 41, pp. 67-76. Avery, R., K. Brevoort, and G. Canner, 2007. Opportunities and Issues In Using HMDA Data. Journal of Real Estate Research, 29, pp.351-379. Aznar, A. and M. Salvador, 2002. Selecting the rank of the cointegration space and the form of the intercept using an information criterion. Econometric Theory, 18, pp. 926-947. Barberis, N. and W. Xiong, 2009. What drives the disposition effect? An analysis of a long-standing preference-based explanation. Journal of Finance, 64, pp. 751-784. Banerjee, A., R. Lumsdaine, and J. Stock, 1992. Recursive and sequential tests of the unit-root and trend-break hypotheses: Theory and international evidence. Journal of Business and Economic Statistics, 10, pp. 271-287. Beracha E. and H. Skiba, 2011. Momentum in residential real estate. Journal of Real Estate Finance and Economics, 43, pp. 299-320. Berkovec, J., Y. Chang, and D.A. McManus, 2012. Alternative lending channels and the crisis in U.S. housing markets. Real Estate Economics, 40, pp. 8-31. Case, K.E. and C.J. Mayer, 1996. Housing price dynamics within a metropolitan area. Regional Science and Urban Economics, 26, pp. 387-407. Case, K.E. and R. Shiller, 1989. The efficiency of the market for single family homes. American Economic Review, 79, pp. 125-37. Case, K.E. and R. Shiller, 1990. Forecasting prices and excess returns in the housing market. AREUEA Journal, 18, pp. 253-273. Case, K.E. and R. Shiller, 1994. A decade of boom and bust in single family homes: Boston and Los Angeles, 1983-1993. New England Economic Review, March/April, pp. 40-51. Charles, K., E. Hurst, and N. Roussanov, 2009. Conspicuous consumption and race. Quarterly Journal of Economics, 124, pp. 425-467. Delaney, C. J., J. A. Seward, and M.T. Smith, 1992. An empirical analysis of housing price appreciation in a market stratified by size and value of the housing stock. Journal of Real Estate Research, 7, pp. 195-205. Dickey, D.A. and W.A. Fuller, 1979. Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74, pp. 427-431. Dorsey, R.E., H. Hu, W.J. Mayer, and H. Wang, 2010. Hedonic versus repeat-sales housing price indexes for measuring the recent boom-bust cycle. Journal of Housing Economics, 19, pp. 87-105. Driffill, J. and M. Sola, 1998. Intrinsic bubbles and regime-switching. Journal of Monetary Economics, 42, pp. 375-373. Enders, W., 2010. Applied Econometric Time Series, 3rd ed. Hoboken, NJ: Wiley. Engle, R.E. and C. Granger, 1987. Cointegration and error-correction: Representation, estimation and testing. Econometrica, 55, pp. 251-276. Engelhardt, G.V., 2003. Nominal loss aversion, housing equity constraints, and household mobility: evidence from the United States. Journal of Urban Economics, 53, pp. 171-195. Escobari, D., D.S. Damianov, and A. Bello, 2015. A time series test to identify housing bubbles. Journal of Economics and Finance, 39, pp. 136-152. Escobari, D. and M. Jafarinejad, 2015. Date stamping bubbles in Real Estate Investment Trusts. The University of Texas - Pan American, Working Paper. Feng, L. and M. Seasholes, 2005. Do investor sophistication and trading experience eliminate behavioral biases in finance markets? Review of Finance, 9, pp. 305-351. Gallin, J., 2006. The long-run relationship between house prices and income: evidence from local housing markets. Real Estate Economics, 34, pp. 417-438. Genesove, D. and C. Mayer, 2001. Loss aversion and seller behavior: evidence from the housing market. Quarterly Journal of Economics, 116, pp. 1233-1260. Glaeser, E., J. Gyourko, and A. Saiz, 2008. Housing supply and housing bubbles. Journal of Urban Economics, 64, pp. 198-217. Gonzalo, J. and J.Y. Pitarakis, 1998. Specification via model selection in vector error correction models. Economics Letters, 60, pp. 321-328. Granger, C.W.J. and P. Newbold, 1974. Spurious regressions in econometrics. Journal of Econometrics, 2, pp. 111-120. Gregory, A.W. and B.E. Hansen, 1996a. Residual-based tests for cointegration in models with regime shifts. Journal of Econometrics, 70, pp. 99-126. Gregory, A.W. and B.E. Hansen, 1996b. Tests for cointegration in models with regime and trend shifts. Oxford Bulletin of Economics and Statistics 58, pp. 555-560. Grinblatt, M. and M. Keloharju, 2001. What makes investors trade? Journal of Finance, 56, pp. 589-616. Grinblatt, M., M. Keloharju, and S. Ikaheimo, 2008. Social influence and consumption: Evidence from the automobile purchases of neighbors. Review of Economics and Statistics, 90, pp. 735-753. Guerrieri, V., D. Hartley, and E. Hurst, 2013. Endogenous gentrification and housing price dynamics. Journal of Public Economics, 100, pp. 45-60. Heffetz, O., 2011. A test on conspicuous consumption: visibility and income effects. Review of Economics and Statistics, 93, pp. 1101-1117. Johansen, S., 1988. Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12, pp. 231-254. Johansen, S. and K. Juselius, 1990. Maximum likelihood estimation and inference on cointegration-with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52, pp. 169-210. Kahneman, D. and A. Tversky, 1979. Prospect theory: An analysis of decision under risk. Econometrica, 47, pp. 263-291. Landvoigt, T., M. Piazzesi, and M. Schneider, 2012. The housing market(s) of San Diego (January 2012), NBER Working Paper No. w17723. Lutkepohl H., P. Saikkonen, and C. Trenkler, 2001. Maximum eigenvalue versus trace tests for the cointegrating rank of a VAR process. The Econometrics Journal, 4, pp. 287-310. Mayer C. 1993. Taxes, income distribution, and the real estate cycle: Why all houses do not appreciate at the same rate. New England Economic Review, May/June, pp. 39-50. Mayer, C., 2011. Housing bubbles: a survey. Annual Review of Economics, 3, pp. 559-577. Mayer, C. and K. Pence, 2009. Subprime Mortgages: What, Where, and To Whom? In Housing markets and the economy: risk, regulation, and policy: essays in honor of Karl E. Case ed. by Edward Glaeser and John Quigley, Lincoln Land Institute, Cambridge, MA. Meese, R. and N. Wallace, 1994. Testing the present value relation for housing: Should I leave my house in San Francisco. Journal of Urban Economics, 35, pp. 245-266. Mian, A. and A. Sufi, 2009. The consequences of mortgage credit expansion: Evidence from the U.S. mortgage default crisis. Quarterly Journal of Economics, 124, pp. 1449-1496. Miao, H., S. Ramchander, and M.W. Simpson, 2011. Return and volatility transmission in U.S. housing markets. Real Estate Economics, 39, pp. 701-741. Odean, T., 1998. Are investors reluctant to realize their losses? Journal of Finance, 53, pp. 1775-1798. Ortalo-Magne, F. and S. Rady, 2006. Housing market dynamics: On the contribution of income shock and credit constraints. Review of Economic Studies, 73, pp. 459-485. Ortalo-Magne, F. and S. Rady, 1999. Boom in, bust out: Young households and the housing market cycle. European Economic Review, 43, pp. 755-766. Pavlov, A.D. and S. Wachter, 2011. Subprime lending and real estate prices. Real Estate Economics, 39, pp. 1-17. Perron, P., 1989. The great crash, the oil price shock, and the unit root hypothesis. Econometrica, 57, pp. 1361-1401. Perron, P. and T.J. Vogelsang, 1992. Nonstationarity and level shifts with an application to purchasing power parity. Journal of Business and Economic Statistics, 10, pp. 301-320. Pesaran, M.H., 2007. A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, pp. 265-312. Phillips, P.C.B. and P. Perron, 1988. Testing for a unit root in time series regression. Biometrika, 75, pp. 335-346. Piazzesi, M., and M. Schneider. 2009. Momentum traders in the housing market: survey evidence and a search model. American Economic Review P&P, 99, pp. 406-411. Pirinsky, C., and C. Pan, 2014. Social influence in the housing market. Journal of Financial and Quantitative Analysis, forthcoming. Poterba, J., 1991., House price dynamics: the role of tax policy and demography. Brookings Papers on Economic Activity, 2, pp. 143-203. Stein, J.C., 1995. Prices and trading volume in the housing market: A model with down-payment effects. Quarterly Journal of Economics, 110, pp. 379-406. Smith, B.A. and W.P. Tesarek, 1991. House prices and regional real estate cycles: Market adjustments in Houston. AREUEA Journal, 19, pp. 396-416. Stiglitz J., 1990. Symposium on bubbles. Journal of Economic Perspectives, 4, pp. 13-18. Smith, A., 1776. An inquiry into the nature and causes of the wealth of nations, Volumes I and II. R. H. Campbell and A. S. Skinner, eds. Liberty Fund: Indianapolis. Swanson N.R., 1998. Money and output viewed through a rolling window. Journal of Monetary Economics, 41, pp. 455-473. Veblen, T., 1899. The theory of the leisure class: an economic study of institutions, New York: Penguin. Zivot, E. and D.W.K. Andrews, 1992. Further evidence to the great crash, the oil price shock, and the unit-root hypothesis. Journal of Business and Economic Statistics, 10, pp. 251-270. |

URI: | https://mpra.ub.uni-muenchen.de/id/eprint/65765 |