IDEAS home Printed from https://ideas.repec.org/a/bor/iserev/v3y1999i9p41-74.html

Chaos Theory, Non-Linear Behavior in Stock Returns, Thin Trading and Market Efficiency in Emerging Markets: The Case of the Istanbul Stock Exchange

Author

Listed:
  • Alper Ozun

Abstract

This paper examines the weak form efficiency in the Istanbul Stock Exchange in the period between 1987 and 1998 by using daily ISE National 100 Index. Unlike previous empirical papers, it employs different methodologies to take account the effects of thin trading, non-linear behaviour in stock returns, changes in the volatility in the market and the time-variation in the market risk premium. By using chaos theory in physics, certain generalised auto-regressive models in econometrics and efficient market hypothesis in the financial theory, for the first time, we show that the ISE has been weak form efficient between 1987 and 1998 except for 1995 and 1996 in which there exists non-linear behaviour arising from risk loving and irrational behaviour of investors after 1994 economic crisis.

Suggested Citation

  • Alper Ozun, 1999. "Chaos Theory, Non-Linear Behavior in Stock Returns, Thin Trading and Market Efficiency in Emerging Markets: The Case of the Istanbul Stock Exchange," Istanbul Stock Exchange Review, Research and Business Development Department, Borsa Istanbul, vol. 3(9), pages 41-74.
  • Handle: RePEc:bor:iserev:v:3:y:1999:i:9:p:41-74
    as

    Download full text from publisher

    File URL: http://www.borsaistanbul.com/datum/imkbdergi/EN/ISE_Review_09.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Antonios Antoniou & Nuray Ergul & Phil Holmes, 1997. "Market Efficiency, Thin Trading and Non‐linear Behaviour: Evidence from an Emerging Market," European Financial Management, European Financial Management Association, vol. 3(2), pages 175-190, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kian-Ping Lim & Melvin J. Hinich & Venus Khim-Sen Liew, 2005. "Statistical Inadequacy of GARCH Models for Asian Stock Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 4(3), pages 263-279, December.
    2. Kuttu, Saint, 2014. "Return and volatility dynamics among four African equity markets: A multivariate VAR-EGARCH analysis," Global Finance Journal, Elsevier, vol. 25(1), pages 56-69.
    3. Manolis G. Kavussanos & Ilias D. Visvikis & Panayotis D. Alexakis, 2008. "The Lead‐Lag Relationship Between Cash and Stock Index Futures in a New Market," European Financial Management, European Financial Management Association, vol. 14(5), pages 1007-1025, November.
    4. Kian-Ping Lim & Melvin J. Hinich, 2005. "Cross-temporal universality of non-linear dependencies in Asian stock markets," Economics Bulletin, AccessEcon, vol. 7(1), pages 1-6.
    5. Kian-Ping Lim & Weiwei Luo & Jae H. Kim, 2013. "Are US stock index returns predictable? Evidence from automatic autocorrelation-based tests," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 953-962, March.
    6. Vasileios Kallinterakis & Nomana Munir & Mirjana Radovic-Markovic, 2010. "Herd Behaviour, Illiquidity and Extreme Market States," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 9(3), pages 305-324, December.
    7. Aneta Dyakova & Graham Smith, 2013. "Bulgarian stock market relative predictability: BSE-Sofia stocks and South East European markets," Applied Financial Economics, Taylor & Francis Journals, vol. 23(15), pages 1257-1271, August.
    8. Coronado-Ramírez, Semei L. & Porras-Serrano, Jesús & Venegas-Martínez, Francisco, 2011. "Estructuras no lineales en mercados eficientes: el caso IBEX-35," Sección de Estudios de Posgrado e Investigación de la Escuela Superios de Economía del Instituto Politécnico Nacional, in: Perrotini-Hernández, Ignacio (ed.), Economía: Teoría y Métodos, volume 1, chapter 8, pages 116-129, Escuela Superior de Economía, Instituto Politécnico Nacional.
    9. Osman Karamustafa, 1999. "Basic Financial Characteristics in the Banking Sector: An Empirical Analysis (1990-1997)," Istanbul Stock Exchange Review, Research and Business Development Department, Borsa Istanbul, vol. 3(9), pages 1-20.
    10. Hoque, Hafiz A.A.B. & Kim, Jae H. & Pyun, Chong Soo, 2007. "A comparison of variance ratio tests of random walk: A case of Asian emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 488-502.
    11. Yochanan Shachmurove & Uri BenZion & Paul Klein & Joseph Yagil, 2001. "A Moving Average Comparison of the Tel-Aviv 25 and S&P 500 Stock Indices," Penn CARESS Working Papers 4731f3394c43bebf4d3191c81, Penn Economics Department.
    12. Claudio Bonilla & Carlos Maquieira & Rafael Romero-Meza, 2008. "Nonlinear behaviour of emerging market bonds spreads: the Latin American case," Applied Economics, Taylor & Francis Journals, vol. 40(20), pages 2697-2702.
    13. Laxmidhar Samal & Sudhansu Kumar Das, 2025. "Hedging Effectiveness and Influential Direction Between Spot and Futures Market of Aluminium: An Evidence from India," Business Perspectives and Research, , vol. 13(3), pages 369-384, July.
    14. Joe Appiah‐Kusi & Kojo Menyah, 2003. "Return predictability in African stock markets," Review of Financial Economics, John Wiley & Sons, vol. 12(3), pages 247-270.
    15. Gianluca Mattarocci, 2009. "Market Characteristics and Chaos Dynamics in Stock Markets: an International Comparison," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Alessandro Carretta & Franco Fiordelisi & Gianluca Mattarocci (ed.), New Drivers of Performance in a Changing Financial World, chapter 6, pages 89-106, Palgrave Macmillan.
    16. repec:ebl:ecbull:v:7:y:2005:i:1:p:1-6 is not listed on IDEAS
    17. Selim Tuzunturk, 2009. "The relationship between volatility and volume on the Istanbul stock exchange," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 1(3), pages 289-304.
    18. Goohoon Kwon & Mr. Raphael A Espinoza, 2009. "Regional Financial Integration in the Caribbean: Evidence From Financial and Macroeconomic Data," IMF Working Papers 2009/139, International Monetary Fund.
    19. Akbar, Muhammad & Ullah, Ihsan & Ali, Shahid & Rehman, Naser, 2024. "Adaptive market hypothesis: A comparison of Islamic and conventional stock indices," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 460-477.
    20. Ali Murutoglu, 1999. "Leading Indicators Approach for Business Cycle Forecasting and a Study on Developing a Leading Economic Indicators Index for the Turkish Economy," Istanbul Stock Exchange Review, Research and Business Development Department, Borsa Istanbul, vol. 3(9), pages 21-40.
    21. Abdul Haque & Hung-Chun Liu & Fakhar-Un-Nisa, 2011. "Testing the Weak Form Efficiency of Pakistani Stock Market (2000 2010)," International Journal of Economics and Financial Issues, Econjournals, vol. 1(4), pages 153-162.

    More about this item

    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:bor:iserev:v:3:y:1999:i:9:p:41-74. See general information about how to correct material in RePEc.

    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 bibliographic 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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ahmet Palu (email available below). General contact details of provider: https://edirc.repec.org/data/rdisetr.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.