Integration and contagion in US housing markets
AbstractThis paper explores integration and contagion among US metropolitan housing markets. The analysis applies Federal Housing Finance Agency (FHFA) house price repeat sales indexes from 384 metropolitan areas to estimate a multi-factor model of U.S. housing market integration. It then identifies statistical jumps in metropolitan house price returns as well as MSA contemporaneous and lagged jump correlations. Finally, the paper evaluates contagion in housing markets via parametric assessment of MSA house price spatial dynamics. A R-squared measure reveals an upward trend in MSA housing market integration over the 2000s to approximately .83 in 2010. Among California MSAs, the trend was especially pronounced, as average integration increased from about .55 in 1997 to close to .95 in 2008! The 2000s bubble period similarly was characterized by elevated incidence of statistical jumps in housing returns. Again, jump incidence and MSA jump correlations were especially high in California. Analysis of contagion among California markets indicates that house price returns in San Francisco often led those of surrounding communities; in contrast, southern California MSA house price returns appeared to move largely in lock step. The high levels of housing market integration evidenced in the analysis suggest limited investor opportunity to diversify away MSA-specific housing risk. Further, results suggest that macro and policy shocks propagate through a large number of MSA housing markets. Research findings are relevant to all market participants, including institutional investors in MBS as well as those who regulate housing, the housing GSEs, mortgage lenders, and related financial institutions.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 34591.
Date of creation: 2011
Date of revision:
integration; correlation; contagion; house price returns;
Other versions of this item:
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
- G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
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- Karl Case & John Cotter & Stuart Gabriel, 2010.
"Housing Risk and Return: Evidence From a Housing Asset-Pricing Model,"
201005, Geary Institute, University College Dublin.
- Karl Case & John Cotter & Stuart Gabriel, 2011. "Housing risk and return: Evidence from a housing asset-pricing model," Papers 1103.5971, arXiv.org.
- Case, Karl E. & Cotter, John & Gabriel, Stuart A., 2009. "Housing risk and return : evidence from a housing asset-pricing model," Open Access publications from University College Dublin urn:hdl:10197/2142, University College Dublin.
- Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 0.
"What Segments Equity Markets?,"
Review of Financial Studies,
Society for Financial Studies, vol. 24(12), pages 3841-3890.
- Geert Bekaert & Campbell R. Harvey & Christian Lundblad & Stephan Siegel, 2009. "What Segments Equity Markets?," NBER Working Papers 14802, National Bureau of Economic Research, Inc.
- Bekaert, Geert & Harvey, Campbell & Lundblad, Christian T & Siegel, Stephan, 2010. "What Segments Equity Markets?," CEPR Discussion Papers 8142, C.E.P.R. Discussion Papers.
- Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2010. "What Segments Equity Markets?," National Bank of Poland Working Papers 76, National Bank of Poland, Economic Institute.
- Suzanne S. Lee & Per A. Mykland, 2008. "Jumps in Financial Markets: A New Nonparametric Test and Jump Dynamics," Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2535-2563, November.
- François Longin, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, 04.
- Ole E. Barndorff-Nielsen & Neil Shephard, 2003.
"Econometrics of testing for jumps in financial economics using bipower variation,"
2003-W21, Economics Group, Nuffield College, University of Oxford.
- Ole E. Barndorff-Nielsen & Neil Shephard, 2006. "Econometrics of Testing for Jumps in Financial Economics Using Bipower Variation," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 4(1), pages 1-30.
- Ole E. Barndorff-Nielsen & Neil Shephard, 2004. "Econometrics of testing for jumps in financial economics using bipower variationÂ ," OFRC Working Papers Series 2004fe01, Oxford Financial Research Centre.
- Neil Shephard & Ole Barndorff-Nielsen, 2003. "Econometrics of testing for jumps in financial economics using bipower variation," Economics Series Working Papers 2004-FE-01, University of Oxford, Department of Economics.
- Mervyn A. King & Sushil Wadhwani, 1989.
"Transmission of Volatility Between Stock Markets,"
NBER Working Papers
2910, National Bureau of Economic Research, Inc.
- Schotman, Peter C. & Zalewska, Anna, 2006. "Non-synchronous trading and testing for market integration in Central European emerging markets," Journal of Empirical Finance, Elsevier, vol. 13(4-5), pages 462-494, October.
- Schotman, Peter Van & Zalewska, Anna, 2006. "Non-synchronous trading and testing for market integration in Central European emerging markets," Open Access publications from Maastricht University urn:nbn:nl:ui:27-12062, Maastricht University.
- Chambet, Anthony & Gibson, Rajna, 2008. "Financial integration, economic instability and trade structure in emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(4), pages 654-675, June.
- Geert Bekaert & Campbell R. Harvey, 1994.
"Time-Varying World Market Integration,"
NBER Working Papers
4843, National Bureau of Economic Research, Inc.
- Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
- Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
- Gikas A. Hardouvelis & Dimitrios Malliaropulos & Richard Priestley, 2006.
"EMU and European Stock Market Integration,"
The Journal of Business,
University of Chicago Press, vol. 79(1), pages 365-392, January.
- Jiang, George J. & Oomen, Roel C.A., 2008. "Testing for jumps when asset prices are observed with noise-a "swap variance" approach," Journal of Econometrics, Elsevier, vol. 144(2), pages 352-370, June.
- Carrieri, Francesca & Errunza, Vihang & Hogan, Ked, 2007. "Characterizing World Market Integration through Time," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(04), pages 915-940, December.
- David Genesove & Lu Han, 2012. "A Spatial Look at Housing Boom and Bust Cycles," NBER Chapters, in: Housing and the Financial Crisis, pages 105-141 National Bureau of Economic Research, Inc.
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