Clustered Housing Cycles
Past studies have argued that housing is an important driver of business cycles. Housing markets, however, are highly localized, while business cycles are often measured at the national level. We model a national housing cycle using a panel of cities while also allowing for idiosyncratic departures from the national cycle. These departures occur for clusters of cities that experience simultaneous idiosyncratic housing recessions. We estimate the clustered Markovswitching model proposed in Hamilton and Owyang (2012) using city-level building permits data, a series commonly used at the national level as a business cycle indicator. We find that cities do not form housing regions in the traditional, geographic sense. Instead, similarities in factors affecting the demand for housing (such as the average winter temperature and the unemployment rate) appear to be more important determinants of cyclical comovements than similarities in factors affecting the supply for housing (such as housing density and geographic constraints in the availability of developable land).
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- Michael T. Owyang & Jeremy M. Piger & Howard J. Wall, 2004.
"Business cycle phases in U.S. states,"
2003-011, Federal Reserve Bank of St. Louis.
- Matteo Iacoviello & Stefano Neri, 2007.
"Housing Market Spillovers: Evidence from an Estimated DSGE Model,"
Boston College Working Papers in Economics
659, Boston College Department of Economics, revised 23 Oct 2009.
- Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-64, April.
- Matteo Iacoviello & Stefano Neri, 2008. "Housing market spillovers : evidence from an estimated DSGE model," Working Paper Research 145, National Bank of Belgium.
- Matteo Iacoviello & Stefano Neri, 2008. "Housing market spillovers: Evidence from an estimated DSGE model," Temi di discussione (Economic working papers) 659, Bank of Italy, Economic Research and International Relations Area.
- Emanuel Moench & Serena Ng, 2011. "A hierarchical factor analysis of U.S. housing market dynamics," Econometrics Journal, Royal Economic Society, vol. 14(1), pages C1-C24, February.
- Andra C. Ghent & Michael T. Owyang, 2009.
"Is housing the business cycle? evidence from U.S. cities,"
2009-007, Federal Reserve Bank of St. Louis.
- Ghent, Andra C. & Owyang, Michael T., 2010. "Is housing the business cycle? Evidence from US cities," Journal of Urban Economics, Elsevier, vol. 67(3), pages 336-351, May.
- Edward E. Leamer, 2007.
"Housing is the business cycle,"
Proceedings - Economic Policy Symposium - Jackson Hole,
Federal Reserve Bank of Kansas City, pages 149-233.
- Paap, R. & Segers, R. & van Dijk, D.J.C., 2007.
"Do leading indicators lead peaks more than troughs?,"
Econometric Institute Research Papers
EI 2007-08, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Paap, Richard & Segers, Rene & van Dijk, Dick, 2009. "Do Leading Indicators Lead Peaks More Than Troughs?," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 528-543.
- Fruhwirth-Schnatter, Sylvia & Kaufmann, Sylvia, 2008.
"Model-Based Clustering of Multiple Time Series,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 26, pages 78-89, January.
- Del Negro, Marco & Otrok, Christopher, 2007. "99 Luftballons: Monetary policy and the house price boom across U.S. states," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1962-1985, October.
- James D. Hamilton & Michael T. Owyang, 2012.
"The Propagation of Regional Recessions,"
The Review of Economics and Statistics,
MIT Press, vol. 94(4), pages 935-947, November.
- James D. Hamilton & Michael T. Owyang, 2009. "The propagation of regional recessions," Working Papers 2009-013, Federal Reserve Bank of St. Louis.
- James D. Hamilton & Michael T. Owyang, 2011. "The Propagation of Regional Recessions," NBER Working Papers 16657, National Bureau of Economic Research, Inc.
- Owyang, Michael T. & Piger, Jeremy M. & Wall, Howard J. & Wheeler, Christopher H., 2008.
"The economic performance of cities: A Markov-switching approach,"
Journal of Urban Economics,
Elsevier, vol. 64(3), pages 538-550, November.
- Michael T. Owyang & Jeremy M. Piger & Howard J. Wall & Christopher H. Wheeler, 2007. "The economic performance of cities: a Markov-switching approach," Working Papers 2006-056, Federal Reserve Bank of St. Louis.
- Chib S. & Jeliazkov I., 2001. "Marginal Likelihood From the Metropolis-Hastings Output," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 270-281, March.
- Sylvia Kaufmann, 2008.
"Dating and forecasting turning points by Bayesian clustering with dynamic structure: A suggestion with an application to Austrian data,"
144, Oesterreichische Nationalbank (Austrian Central Bank).
- Sylvia Kaufmann, 2010. "Dating and forecasting turning points by Bayesian clustering with dynamic structure: a suggestion with an application to Austrian data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(2), pages 309-344.
- Matteo Iacoviello, 2002.
"House prices, borrowing constraints and monetary policy in the business cycle,"
Boston College Working Papers in Economics
542, Boston College Department of Economics, revised 06 Dec 2004.
- Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
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