Advanced Search
MyIDEAS: Login

National, regional and metro-specific factors of the U.S. housing market

Contents:

Author Info

  • Dong Fu
Registered author(s):

    Abstract

    We build a dynamic latent factor model to decompose housing prices in major U.S. metropolitan areas into national, regional, and metro-specific idiosyncratic factors, in order to distinguish the different dynamics behind housing price movements. We find that there is a distinctive national factor that has contributed about one-fourth of the individual metropolitan's housing price volatility. The regional factor accounts for another one-fourth and the idiosyncratic factor explains about half of housing price fluctuations. However, at the regional level, the factors' contributions vary across a fairly wide range. Although it only has modest explanatory power of housing price volatility, the national factor seems to account for much of the price increase in the current housing boom. Interestingly, the regional factor exerts negative influence on housing prices in a fairly large number of metros lately, only to be outweighed by the national factor's positive contribution. We also explore the possible forces influencing the national factor of housing price movements, including monetary policy, population growth, real economic activity, general inflation and other asset prices.

    Download Info

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
    File URL: http://dallasfed.org/assets/documents/research/papers/2007/wp0707.pdf
    Download Restriction: no

    Bibliographic Info

    Paper provided by Federal Reserve Bank of Dallas in its series Working Papers with number 0707.

    as in new window
    Length:
    Date of creation: 2007
    Date of revision:
    Handle: RePEc:fip:feddwp:0707

    Contact details of provider:
    Email:
    Web page: http://www.dallasfed.org/
    More information through EDIRC

    Order Information:
    Email:

    Related research

    Keywords: Housing;

    This paper has been announced in the following NEP Reports:

    References

    References listed on IDEAS
    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.:
    as in new window
    1. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    2. Marco Del Negro & Christopher Otrok, 2005. "Monetary policy and the house price boom across U.S. states," Working Paper 2005-24, Federal Reserve Bank of Atlanta.
    3. Kosuke Aoki & James Proudman & Gertjan Vlieghe, 2002. "House prices, consumption, and monetary policy: a financial accelerator approach," Bank of England working papers 169, Bank of England.
    4. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2001. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Department of Economics, Working Paper Series qt44k6g6vx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    5. James H. Stock & Mark W. Watson, 1993. "A Procedure for Predicting Recessions with Leading Indicators: Econometric Issues and Recent Experience," NBER Chapters, in: Business Cycles, Indicators and Forecasting, pages 95-156 National Bureau of Economic Research, Inc.
    6. Davis, Morris A. & Heathcote, Jonathan, 2007. "The price and quantity of residential land in the United States," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2595-2620, November.
    7. Ben Bernanke & Mark Gertler, 1999. "Monetary policy and asset price volatility," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 77-128.
    8. Refet S. G├╝rkaynak, 2005. "Econometric tests of asset price bubbles: taking stock," Finance and Economics Discussion Series 2005-04, Board of Governors of the Federal Reserve System (U.S.).
    9. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-62, April.
    10. John V. Duca, 2005. "Making sense of elevated housing prices," Southwest Economy, Federal Reserve Bank of Dallas, issue Sep, pages 1, 7-13.
    11. Koopman, S.J.M. & Shephard, N. & Doornik, J.A., 1998. "Statistical Algorithms for Models in State Space Using SsfPack 2.2," Discussion Paper 1998-141, Tilburg University, Center for Economic Research.
    12. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    13. 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.
    14. Nathan S. Balke & Mark E. Wohar, 2002. "Low-Frequency Movements in Stock Prices: A State-Space Decomposition," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 649-667, November.
    15. Morris A. Davis & Jonathan Heathcote, 2005. "Housing And The Business Cycle," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(3), pages 751-784, 08.
    16. James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409 National Bureau of Economic Research, Inc.
    17. Jushan Bai & Serena Ng, 2000. "Determining the Number of Factors in Approximate Factor Models," Econometric Society World Congress 2000 Contributed Papers 1504, Econometric Society.
    18. Joseph G. Haubrich & Ben Craig, 2005. "Too much risk?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Mar.
    19. Jonathan McCarthy & Richard W. Peach, 2004. "Are home prices the next "bubble"?," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 1-17.
    20. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    21. Bradford Case & Susan Wachter, 2005. "Residential real estate price indices as financial soundness indicators: methodological issues," BIS Papers chapters, in: Bank for International Settlements (ed.), Real estate indicators and financial stability, volume 21, pages 197-211 Bank for International Settlements.
    22. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
    23. Richard J. Rosen, 2005. "Explaining recent changes in home prices," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Jul.
    24. Thomas J. Sargent & Christopher A. Sims, 1977. "Business cycle modeling without pretending to have too much a priori economic theory," Working Papers 55, Federal Reserve Bank of Minneapolis.
    25. James H. Stock & Mark W. Watson, 1998. "Diffusion Indexes," NBER Working Papers 6702, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Lists

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    Statistics

    Access and download statistics

    Corrections

    When requesting a correction, please mention this item's handle: RePEc:fip:feddwp:0707. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Delia Rodriguez).

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.