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Dating the Timeline of Financial Bubbles During the Subprime Crisis

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  • Peter C. B. Phillips

    ()
    (Yale University, University of Auckland, University of York & Singapore Management University)

  • Jun Yu

    ()
    (School of Economics,Singapore Management University)

Abstract

A recursive regression methodology is used to analyze the bubble characteristics of various financial time series during the subprime crisis. The methods provide a technology for identifying bubble behavior and consistent dating of their origination and collapse. Seven relevant financial series are investigated, including three financial assets (the Nasdaq index, home price index and asset-backed commercial paper), two commodities (the crude oil price and platinum price), one bond rate (Baa), and one exchange rate (Pound/USD). Statistically significant bubble characteristics are found in all of these series. The empirical estimates of the origination and collapse dates suggest an interesting migration mechanism among the financial variables: a bubble first emerged in the equity market during mid-1995 lasting to the end of 2000, followed by a bubble in the real estate market between January 2001 and July 2007 and in the mortgage market between November 2005 and August 2007. After the subprime crisis erupted, the phenomenon migrated selectively into the commodity market and the foreign exchange market, creating bubbles which subsequently burst at the end of 2008, just as the effects on the real economy and economic growth became manifest. Our empirical estimates of the origination and collapse dates support strongly the general features of the scenario of this crisis put forward in a recent study by Caballero, Farhi and Gourinchas (2008).

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Bibliographic Info

Paper provided by Singapore Management University, School of Economics in its series Working Papers with number 18-2009.

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Length: 41 pages
Date of creation: Nov 2009
Date of revision:
Publication status: Published in SMU Economics and Statistics Working Paper Series
Handle: RePEc:siu:wpaper:18-2009

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Keywords: Financial bubbles; Crashes; Date stamping; Explosive behavior; Mildly explosive process; Subprime crisis; Timeline;

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References

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  1. Peter C.B. Phillips & Tassos Magdalinos, 2004. "Limit Theory for Moderate Deviations from a Unit Root," Cowles Foundation Discussion Papers 1471, Cowles Foundation for Research in Economics, Yale University.
  2. Dean Baker, 2002. "The Run-up in Home Prices: A Bubble," Challenge, M.E. Sharpe, Inc., vol. 45(6), pages 93-119, November.
  3. Ricardo J. Caballero & Emmanuel Farhi & Pierre-Olivier Gourinchas, 2008. "Financial Crash, Commodity Prices and Global Imbalances," NBER Working Papers 14521, National Bureau of Economic Research, Inc.
  4. Peter C.B. Phillips & Tassos Magdalinos, 2008. "Unit Root and Cointegrating Limit Theory When Initialization Is in the Infinite Past," Cowles Foundation Discussion Papers 1655, Cowles Foundation for Research in Economics, Yale University.
  5. Caballero, Ricardo J & Farhi, Emmanuel & Gourinchas, Pierre-Olivier, 2006. "An Equilibrium Model of "Global Imbalances" and Low Interest Rates," Center for International and Development Economics Research, Working Paper Series qt7xc0g8mm, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
  6. Peter C.B.Phillips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers CoFie-03-2008, Sim Kee Boon Institute for Financial Economics.
  7. Andrew Ang & Geert Bekaert, 2001. "Stock Return Predictability: Is it There?," NBER Working Papers 8207, National Bureau of Economic Research, Inc.
  8. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-30, September.
  9. Behzad T. Diba & Herschel I. Grossman, 1987. "Rational bubbles in stock prices?," Working Papers 87-20, Federal Reserve Bank of Philadelphia.
  10. Peter C.B. Phillips, 1985. "Time Series Regression with a Unit Root," Cowles Foundation Discussion Papers 740R, Cowles Foundation for Research in Economics, Yale University, revised Feb 1986.
  11. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-30, June.
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