Detecting Real Estate Bubbles: A New Approach Based on the Cross-Sectional Dispersion of Property Prices
AbstractWe 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 lognor- mal 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 con- centrated 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.
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Bibliographic InfoPaper provided by University of Tokyo, Graduate School of Economics in its series UTokyo Price Project Working Paper Series with number 006.
Length: 27 pages
Date of creation: Dec 2012
Date of revision: Apr 2013
Contact details of provider:
Postal: University of Tokyo 702 Faculty of Economics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
Web page: http://www.e.u-tokyo.ac.jp/
More information through EDIRC
house price indexes; lognormal distributions; power-law distributions; fat tails; hedonic regression; housing bubbles; market segmentation;
Find related papers by JEL classification:
- R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
- C16 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Econometric and Statistical Methods; Specific Distributions
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- 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.
- Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals, and Misperceptions," NBER Working Papers 11643, National Bureau of Economic Research, Inc.
- Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing high house prices: bubbles, fundamentals, and misperceptions," Staff Reports 218, Federal Reserve Bank of New York.
- Chihiron Shimizu & Kiyohiko G. Nishimura & Tsutomu Watanabe, 2010. "Housing Prices in Tokyo: A Comparison of Hedonic and Repeat Sales Measures," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 230(6), pages 792-813, December.
- 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 668-75, November.
- Xavier Gabaix, 2008.
"Power Laws in Economics and Finance,"
NBER Working Papers
14299, National Bureau of Economic Research, Inc.
- 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.
- Takáts, Előd, 2012. "Aging and house prices," Journal of Housing Economics, Elsevier, vol. 21(2), pages 131-141.
- 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.
- Takeo Hoshi & Anil Kashyap, 1999.
"The Japanese Banking Crisis: Where Did It Come From and How Will It End?,"
NBER Working Papers
7250, National Bureau of Economic Research, Inc.
- 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.
- John H. Cochrane, 2002. "Stocks as Money: Convenience Yield and the Tech-Stock Bubble," NBER Working Papers 8987, National Bureau of Economic Research, Inc.
- Stijn Van Nieuwerburgh & Pierre-Olivier Weill, 2006.
"Why Has House Price Dispersion Gone Up?,"
NBER Working Papers
12538, National Bureau of Economic Research, Inc.
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