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Forecasts and implications of the current housing crisis: switching regimes in a threshold framework


  • MeiChi Huang


This article aims to explore the implications of the recent housing crisis from a forward-looking perspective in the form of the two-regime switching phenomena under a Threshold Autoregressive (TAR) model. Three categories of thresholds, which are housing prices, housing volumes and price-to-income ratios, are adopted in an attempt to examine the US state-level housing market cycles in multiple dimensions. In general, while lagged differenced thresholds fail to capture the recent housing boom-and-bust regime switching, moving-average thresholds succeed in signalling a housing crisis in many states. The regime-switching autoregressive structures show that housing price cycle has remarkable series dependence, and the housing volume cycle tends to show a mean-reversion pattern. Most importantly, only four states, Arizona, California, Florida and Nevada, display the bust regime of housing price growth during 2006 to 2010. The price-over-income also indicates that less than five states have significant two switching regimes. Otherwise, most states exhibit low-growth regime of housing permits, implying a nationwide housing volume cycle during the current housing crisis. The forecasting system provides a helpful guideline for policy-making of the government as well as household decisions of consumption and investment.

Suggested Citation

  • MeiChi Huang, 2012. "Forecasts and implications of the current housing crisis: switching regimes in a threshold framework," Applied Economics Letters, Taylor & Francis Journals, vol. 19(6), pages 557-568, April.
  • Handle: RePEc:taf:apeclt:v:19:y:2012:i:6:p:557-568
    DOI: 10.1080/13504851.2011.587766

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    References listed on IDEAS

    1. Vansteenkiste, Isabel, 2007. "Regional housing market spillovers in the US: lessons from regional divergences in a common monetary policy setting," Working Paper Series 708, European Central Bank.
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    Cited by:

    1. Zietz, Joachim & Traian, Anca, 2014. "When was the U.S. housing downturn predictable? A comparison of univariate forecasting methods," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(2), pages 271-281.

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