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Detecting Real Estate Bubbles: A New Approach Based on the Cross-Sectional Dispersion of Property Prices

Author

Listed:
  • Takaaki Ohnishi

    (The Canon Institute of Global Studies and the University of Tokyo)

  • Takayuki Mizuno

    (National Institute for Global Studieso)

  • Chihiro Shimizu

    (Reitaku University)

  • Tsutomu Watanabe

    (The University of Tokyo)

Abstract

We investigate the cross-sectional distribution of house prices in the Greater Tokyo Area for the period 1986 to 2009. We find that size-adjusted house prices follow a lognormal distribution except for the period of the housing bubble and its collapse in Tokyo, for which the price distribution has a substantially heavier right tail than that of a lognormal distribution. We also find that, during the bubble era, sharp price movements were concentrated in particular areas, and this spatial heterogeneity is the source of the fat upper tail. These findings suggest that, during a bubble period, prices go up prominently for particular properties, but not so much for other properties, and as a result, price inequality across properties increases. In other words, the defining property of real estate bubbles is not the rapid price hike itself but an increase in price dispersion. We argue that the shape of cross sectional house price distributions may contain information useful for the detection of housing bubbles.

Suggested Citation

  • Takaaki Ohnishi & Takayuki Mizuno & Chihiro Shimizu & Tsutomu Watanabe, 2013. "Detecting Real Estate Bubbles: A New Approach Based on the Cross-Sectional Dispersion of Property Prices," CARF F-Series CARF-F-313, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    • Handle: RePEc:cfi:fseres:cf313
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    References listed on IDEAS

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    1. John H. Cochrane, 2002. "Stocks as Money: Convenience Yield and the Tech-Stock Bubble," NBER Working Papers 8987, National Bureau of Economic Research, Inc.
    2. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
    3. Mankiw, N. Gregory & Weil, David N., 1989. "The baby boom, the baby bust, and the housing market," Regional Science and Urban Economics, Elsevier, vol. 19(2), pages 235-258, May.
    4. Takeo Hoshi & Anil Kashyap, 2000. "The Japanese Banking Crisis: Where Did It Come From and How Will It End?," NBER Chapters, in: NBER Macroeconomics Annual 1999, Volume 14, pages 129-212, National Bureau of Economic Research, Inc.
    5. W. Erwin DIEWERT & Jan de HAAN & Rens HENDRIKS, 2011. "The Decomposition of a House Price Index into Land and Structures Components: A Hedonic Regression Approach," The Valuation Journal, The National Association of Authorized Romanian Valuers, vol. 6(1), pages 58-105.
    6. Okina, Kunio & Shiratsuka, Shigenori, 2002. "Asset Price Bubbles, Price Stability, and Monetary Policy: Japan' s Experience," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 20(3), pages 35-76, October.
    7. Stijn Van Nieuwerburgh & Pierre-Olivier Weill, 2010. "Why Has House Price Dispersion Gone Up?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1567-1606.
    8. Xavier Gabaix, 2009. "Power Laws in Economics and Finance," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 255-294, May.
    9. Shigeki Morinobu, 2006. "The rise and fall of the land myth in Japan�?some implication to the Chinese land taxation," Microeconomics Working Papers 21913, East Asian Bureau of Economic Research.
    10. Shigenori Shiratsuka, 2005. "The asset price bubble in Japan in the 1980s: lessons for financial and macroeconomic stability," BIS Papers chapters, in: Bank for International Settlements (ed.), Real estate indicators and financial stability, volume 21, pages 42-62, Bank for International Settlements.
    11. Shigenori Shiratsuka, 2001. "Asset prices, financial stability and monetary policy: based on Japan’s experience of the asset price bubble," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 261-284, Bank for International Settlements.
    12. Chihiro Shimizu & Kiyohiko G. Nishimura & Yasushi Asami, 2004. "Search And Vacancy Costs In The Tokyo Housing Market: Attempt To Measure Social Costs Of Imperfect Information," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 16(3), pages 210-230, November.
    13. McMillen, Daniel P., 2008. "Changes in the distribution of house prices over time: Structural characteristics, neighborhood, or coefficients?," Journal of Urban Economics, Elsevier, vol. 64(3), pages 573-589, November.
    14. Shimizu Chihiro & Nishimura Kiyohiko G. & Watanabe Tsutomu, 2010. "Housing Prices in Tokyo: A Comparison of Hedonic and Repeat Sales Measures," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(6), pages 792-813, December.
    15. Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-675, November.
    16. W. Erwin Diewert, 2003. "Hedonic Regressions. A Consumer Theory Approach," NBER Chapters, in: Scanner Data and Price Indexes, pages 317-348, National Bureau of Economic Research, Inc.
    17. Jack Triplett, 2004. "Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products," OECD Science, Technology and Industry Working Papers 2004/9, OECD Publishing.
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