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Speculative Behaviour, Regime-Switching, and Stock Market Crashes

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Author Info
Simon van Norden (Bank of Canada)
Huntley Schaller (Carleton University)
)

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Abstract

This paper explores two very different models which might account for stock market crashes. A key innovative feature of our paper is that we use the models to show how their implications for stock market crashes may be tested using switching-regression econometrics. We are careful to show that our switching regressions reveal new patterns in the data which go well beyond known stylized facts (such as time-varying volatility, the leverage effect, and mean reversion.) We refer to the first model, which is based on historical accounts of "manias and panics," as a model of speculative behaviour; its key features are that "overvaluation" increases the probability and expected size of a stock market crash. We refer to the second model, in which there are regime switches in epxected dividend growth rates, as a model of switching fundamentals. Our results suggest that both speculative behaviour and news about fundamentals may be needed to explain stock market crashes.

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Paper provided by EconWPA in its series Econometrics with number 9502003.

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Length: 45 pages
Date of creation: 07 Feb 1995
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Handle: RePEc:wpa:wuwpem:9502003

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Find related papers by JEL classification:
C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General
C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
C5 - Mathematical and Quantitative Methods - - Econometric Modeling
C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs

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.:

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  2. Kim, Myung Jig & Nelson, Charles R & Startz, Richard, 1991. "Mean Reversion in Stock Prices? A Reappraisal of the Empirical Evidence," Review of Economic Studies, Blackwell Publishing, vol. 58(3), pages 515-28, May. [Downloadable!] (restricted)
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  3. Stephen G. Cecchetti & Pok-sang Lam & Nelson C. Mark, 1990. "Mean Reversion in Equilibrium Asset Prices," NBER Working Papers 2762, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  4. Tirole, Jean, 1982. "On the Possibility of Speculation under Rational Expectations," Econometrica, Econometric Society, vol. 50(5), pages 1163-81, September. [Downloadable!] (restricted)
  5. Evans, Martin D D & Lewis, Karen K, 1995. "Do Long-Term Swings in the Dollar Affect Estimates of the Risk Premia?," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 8(3), pages 709-42. [Downloadable!] (restricted)
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  6. van Norden, Simon, 1996. "Regime Switching as a Test for Exchange Rate Bubbles," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(3), pages 219-51, May-June. [Downloadable!] (restricted)
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  7. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October. [Downloadable!] (restricted)
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  21. Blanchard, Olivier Jean, 1979. "Speculative bubbles, crashes and rational expectations," Economics Letters, Elsevier, vol. 3(4), pages 387-389. [Downloadable!] (restricted)
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    Other versions:
Full references

Cited by:
(explanations, 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.)

  1. Isabelle Weberpals, 1997. "The Liquidity Trap: Evidence from Japan," Working Papers 97-4, Bank of Canada. [Downloadable!]
  2. Simon van Norden & Huntley Schaller & ), 1995. "Fads or Bubbles?," Econometrics 9502004, EconWPA, revised 06 Jun 1995. [Downloadable!]
    Other versions:
  3. Sandeep Patel & Asani Sarkar, 1998. "Stock market crises in developed and emerging markets," Research Paper 9809, Federal Reserve Bank of New York. [Downloadable!]
  4. Ryan SULEIMANN, 2003. "The Contagion Effect Between the Volatilities of the NASDAQ-100 and the IT.CA :A Univariate and A Bivariate Switching Approach," Econometrics 0307002, EconWPA, revised 18 Jul 2003. [Downloadable!]
  5. Barry Cozier & Greg Tkacz, . "The Term Structure and Real Activity in Canada," Working Papers 94-3, Bank of Canada. [Downloadable!]
    Other versions:
  6. Ryan SULEIMANN, 2003. "Should Stock Market Indexes Time Varying Correlations Be Taken Into Account? A Conditional Variance Multivariate Approach," Econometrics 0307004, EconWPA, revised 18 Jul 2003. [Downloadable!]
  7. Ryan SULEIMANN, 2003. "New Technology Stock Market Indexes Contagion: A VAR-dccMVGARCH Approach," Econometrics 0307003, EconWPA, revised 18 Jul 2003. [Downloadable!]
  8. Nick Chamie (Bank of Canada), & Alain DeSerres (Bank of Canada), & Rene Lalonde (Bank of Canada), . "Optimum Currency Areas and Shock Asymmetry: A Comparison of Europe and the United States," Working Papers 94-1, Bank of Canada. [Downloadable!]
  9. Nick Chamie & Alain DeSerres & Rene Lalonde, 1994. "Optimum Currency Areas and Shock Asymmetry A Comparison of Europe and the United States," International Finance 9406001, EconWPA, revised 23 Jun 1994. [Downloadable!]
  10. Kevin J. Lansing, 2007. "Rational and near-rational bubbles without drift," Working Paper Series 2007-10, Federal Reserve Bank of San Francisco. [Downloadable!]
  11. Simon van Norden, 1995. "Regime Switching as a Test for Exchange Rate Bubbles," Econometrics 9502001, EconWPA, revised 09 Aug 1995. [Downloadable!]
    Other versions:
  12. Vigfusson, R. & Van Norden, S., 1996. "Avoiding the Pitfalls: Can Regime-Switching Tests Detect Bubbles?," Working Papers 96-11, Bank of Canada. [Downloadable!]
    Other versions:
  13. Daniel Racette & Jacques Raynauld & Christian Sigouin, . "An Up-to-Date and Improved BVAR Model of the Canadian Economy," Working Papers 94-4, Bank of Canada. [Downloadable!]
    Other versions:
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