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A further extension of duration-dependent models

Author

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  • Akifumi Isogai
  • Satoru Kanoh
  • Toshifumi Tokunaga

Abstract

The duration dependence of stock market cycles has been investigated using the Markov switching model where the market conditions are unobservable. In conventional modeling, restrictions are imposed such that the transition probability is a monotonic function of duration, which is truncated at a certain value. This paper proposes a model that is free from these arbitrary restrictions and nests the conventional models. In the model, the parameters that characterize the transition probability are formulated in the state space. Empirical results from several stock markets show that the duration structures greatly differ depending on countries. These structures are not necessarily monotonic functions of duration and, therefore, cannot be described by the conventional models.

Suggested Citation

  • Akifumi Isogai & Satoru Kanoh & Toshifumi Tokunaga, 2008. "A further extension of duration-dependent models," The European Journal of Finance, Taylor & Francis Journals, vol. 14(5), pages 427-449.
    • Handle: RePEc:taf:eurjfi:v:14:y:2008:i:5:p:427-449
    DOI: 10.1080/13518470802042518
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    References listed on IDEAS

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    1. Simon van Norden & Huntley Schaller & ), 1995. "Regime Switching in Stock Market Returns," Econometrics 9502002, University Library of Munich, Germany.
    2. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
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    Cited by:

    1. Mai Shibata, 2012. "Identifying Bull and Bear Markets in Japan," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 19(2), pages 99-117, May.

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