IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/38015.html
   My bibliography  Save this paper

Applying approximate entropy (ApEn) to speculative bubble in the stock market

Author

Listed:
  • Saumitra, Bhaduri

Abstract

In contrast to the traditional duration dependence test, the paper introduces an order statistic known as Approximate Entropy to investigate the presence of speculative bubbles for a cross country sample. Using Approximate Entropy, the article examines four major crash in the US, Japan, Hong Kong and India. In addition, the paper also investigate the 1997 Asian crisis using weekly data for seven major Asian indices which includes Hong Kong, Malaysia, Singapore, Korea, Taiwan, Indonesia and Japan. The results confirm that there are strong “tale-tell” signs characterized by low Approximate Entropy (ApEn) level during many of these crash events. All the evidences using yearly as well as time series data (both discrete and rolling window analysis) point to a substantially lower level of ApEn during the crash.

Suggested Citation

  • Saumitra, Bhaduri, 2012. "Applying approximate entropy (ApEn) to speculative bubble in the stock market," MPRA Paper 38015, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:38015
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/38015/1/MPRA_paper_38015.pdf
    File Function: original version
    Download Restriction: no

    Other versions of this item:

    References listed on IDEAS

    as
    1. Yvette Harman & Thomas Zuehlke, 2004. "Duration dependence testing for speculative bubbles," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 28(2), pages 147-154, June.
    2. Rappoport, Peter & White, Eugene N., 1993. "Was There a Bubble in the 1929 Stock Market?," The Journal of Economic History, Cambridge University Press, vol. 53(03), pages 549-574, September.
    3. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
    4. Fama, Eugene F & French, Kenneth R, 1988. "Permanent and Temporary Components of Stock Prices," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 246-273, April.
    5. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    6. Shiller, Robert J., 1978. "Rational expectations and the dynamic structure of macroeconomic models : A critical review," Journal of Monetary Economics, Elsevier, vol. 4(1), pages 1-44, January.
    7. Summers, Lawrence H, 1986. " Does the Stock Market Rationally Reflect Fundamental Values?," Journal of Finance, American Finance Association, vol. 41(3), pages 591-601, July.
    8. Garber, Peter M, 1990. "Famous First Bubbles," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 35-54, Spring.
    9. Flood, Robert P & Garber, Peter M, 1980. "Market Fundamentals versus Price-Level Bubbles: The First Tests," Journal of Political Economy, University of Chicago Press, vol. 88(4), pages 745-770, August.
    10. Chan, Kalok & McQueen, Grant & Thorley, Steven, 1998. "Are there rational speculative bubbles in Asian stock markets?," Pacific-Basin Finance Journal, Elsevier, vol. 6(1-2), pages 125-151, May.
    11. Gabjin Oh & Seunghwan Kim & Cheoljun Eom, 2006. "Market Efficiency in Foreign Exchange Markets," Papers physics/0608016, arXiv.org, revised Nov 2006.
    12. Evans, George W, 1986. "A Test for Speculative Bubbles in the Sterling-Dollar Exchange Rate: 1981-84," American Economic Review, American Economic Association, vol. 76(4), pages 621-636, September.
    Full references (including those not matched with items on IDEAS)

    More about this item

    Keywords

    Approximate Entropy; Bubble; India; stock Market;

    JEL classification:

    • G0 - Financial Economics - - General
    • G01 - Financial Economics - - General - - - Financial Crises

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:38015. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Joachim Winter). General contact details of provider: http://edirc.repec.org/data/vfmunde.html .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.