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Weak-form Market Efficiency and Calendar Anomalies for Eastern Europe Equity Markets

Author

Listed:
  • Francesco Guidi

    (International Business and Economics, University of Greenwich, London SE10 9LS. E-mail: f.guidi@gre.ac.uk)

  • Rakesh Gupta

    (Finance and Economics, Griffith Business School, Griffith University, Nathan Campus QLD 4111, Australia. E-mail: r.gupta@griffith.edu.au)

  • Suneel Maheshwari

    (Legal Environment, Marshall University, Huntington, WV, USA. E-mail: Maheshwari@marshall.edu)

Abstract

In this article we test the weak form of the efficient market hypothesis for Central and Eastern Europe (CEE) equity markets for the period 1999–2009. To test weak-form efficiency in the markets, this study uses autocorrelation analysis runs test and variance ratio test. We find that stock markets of the CEE do not follow a random walk process. This is an important finding for the CEE markets as an informed investor can identify mispriced assets in the markets by studying the past prices in these markets. We also test the presence of daily anomalies for the same group of stock markets using a basic model and a more advanced Generalised Autoregressive Conditional Heteroscedasticity in Mean (GARCH-M) model. Results indicate that day-of-the-week effect is not evident in most markets except for some. Overall results indicate that some of these markets are not weak and an efficient and informed investor can make abnormal profits by studying the past prices of the assets in these markets.

Suggested Citation

  • Francesco Guidi & Rakesh Gupta & Suneel Maheshwari, 2011. "Weak-form Market Efficiency and Calendar Anomalies for Eastern Europe Equity Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 10(3), pages 337-389, December.
  • Handle: RePEc:sae:emffin:v:10:y:2011:i:3:p:337-389
    DOI: 10.1177/097265271101000304
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    1. 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.
    2. Grieb, Terrance & Reyes, Mario G, 1999. "Random Walk Tests for Latin American Equity Indexes and Individual Firms," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(4), pages 371-383, Winter.
    3. Kim, Jae H. & Shamsuddin, Abul, 2008. "Are Asian stock markets efficient? Evidence from new multiple variance ratio tests," Journal of Empirical Finance, Elsevier, vol. 15(3), pages 518-532, June.
    4. Nabeel Al-Loughani & David Chappell, 2001. "Modelling the day-of-the-week effect in the Kuwait Stock Exchange: a nonlinear GARCH representation," Applied Financial Economics, Taylor & Francis Journals, vol. 11(4), pages 353-359.
    5. Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
    6. Abraham Abraham & Fazal J. Seyyed & Sulaiman A. Alsakran, 2002. "Testing the Random Walk Behavior and Efficiency of the Gulf Stock Markets," The Financial Review, Eastern Finance Association, vol. 37(3), pages 469-480, August.
    7. Jean‐François Nivet, 1997. "Stock markets in transition: the Warsaw experiment1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 5(1), pages 171-183, May.
    8. Brock, W.A. & Dechert, W.D. & LeBaron, B. & Scheinkman, J.A., 1995. "A Test for Independence Based on the Correlation Dimension," Working papers 9520, Wisconsin Madison - Social Systems.
    9. Chaudhuri, Kausik & Wu, Yangru, 2003. "Random walk versus breaking trend in stock prices: Evidence from emerging markets," Journal of Banking & Finance, Elsevier, vol. 27(4), pages 575-592, April.
    10. Demekas, Dimitri G. & Horvath, Balazs & Ribakova, Elina & Wu, Yi, 2007. "Foreign direct investment in European transition economies--The role of policies," Journal of Comparative Economics, Elsevier, vol. 35(2), pages 369-386, June.
    11. Taufiq Choudhry, 2000. "Day of the week effect in emerging Asian stock markets: evidence from the GARCH model," Applied Financial Economics, Taylor & Francis Journals, vol. 10(3), pages 235-242.
    12. Carstensen, Kai & Toubal, Farid, 2004. "Foreign direct investment in Central and Eastern European countries: a dynamic panel analysis," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 3-22, March.
    13. Wright, Jonathan H, 2000. "Alternative Variance-Ratio Tests Using Ranks and Signs," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(1), pages 1-9, January.
    14. Chun, Rodney M., 2000. "Compensation vouchers and equity markets: Evidence from Hungary," Journal of Banking & Finance, Elsevier, vol. 24(7), pages 1155-1178, July.
    15. Karemera, David & Ojah, Kalu & Cole, John A, 1999. "Random Walks and Market Efficiency Tests: Evidence from Emerging Equity Markets," Review of Quantitative Finance and Accounting, Springer, vol. 13(2), pages 171-188, September.
    16. Rockinger, Michael & Urga, Giovanni, 2000. "The Evolution of Stock Markets in Transition Economies," Journal of Comparative Economics, Elsevier, vol. 28(3), pages 456-472, September.
    17. Charles, Amélie & Darné, Olivier, 2009. "The random walk hypothesis for Chinese stock markets: Evidence from variance ratio tests," Economic Systems, Elsevier, vol. 33(2), pages 117-126, June.
    18. R. Golinelli & R. Orsi, 2001. "Hungary and Poland," Working Papers 424, Dipartimento Scienze Economiche, Universita' di Bologna.
    19. Niels Hermes & Robert Lensink, 2003. "Foreign direct investment, financial development and economic growth," Journal of Development Studies, Taylor & Francis Journals, vol. 40(1), pages 142-163.
    20. Peter Fortune, 1991. "Stock market efficiency: an autopsy?," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 17-40.
    21. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    22. Guntram Wolff, 2007. "Foreign Direct Investment in the Enlarged EU: Do Taxes Matter and to What Extent?," Open Economies Review, Springer, vol. 18(3), pages 327-346, July.
    23. Bollerslev, Tim, 1987. "A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 542-547, August.
    24. Jorge L. Urrutia, 1995. "Tests Of Random Walk And Market Efficiency For Latin American Emerging Equity Markets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(3), pages 299-309, September.
    25. Dimitris Kenourgios & Aristeidis Samitas & Spyros Papathanasiou, 2005. "The Day of the Week Effect Patterns on Stock Market Return and Volatility: Evidence for the Athens Stock Exchange," Finance 0512028, University Library of Munich, Germany.
    26. Andrew Coutts & Christos Kaplanidis & Jennifer Roberts, 2000. "Security price anomalies in an emerging market: the case of the Athens Stock Exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 10(5), pages 561-571.
    27. Buguk, Cumhur & Wade Brorsen, B., 2003. "Testing weak-form market efficiency: Evidence from the Istanbul Stock Exchange," International Review of Financial Analysis, Elsevier, vol. 12(5), pages 579-590.
    28. Lim, Kian-Ping & Brooks, Robert D. & Kim, Jae H., 2008. "Financial crisis and stock market efficiency: Empirical evidence from Asian countries," International Review of Financial Analysis, Elsevier, vol. 17(3), pages 571-591, June.
    29. Asma Mobarek & A. Sabur Mollah & Rafiqul Bhuyan, 2008. "Market Efficiency in Emerging Stock Market," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 7(1), pages 17-41, January.
    30. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    31. Terrance Grieb & Mario G. Reyes, 1999. "Random Walk Tests For Latin American Equity Indexes And Individual Firms," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(4), pages 371-383, December.
    32. Kuo-Ping Chang & Kuo-Shiuan Ting, 2000. "A variance ratio test of the random walk hypothesis for Taiwan's stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 10(5), pages 525-532.
    33. Agrawal, Anup & Tandon, Kishore, 1994. "Anomalies or illusions? Evidence from stock markets in eighteen countries," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 83-106, February.
    34. Kaushik Bhattacharya & Nityananda Sarkar & Debabrata Mukhopadhyay, 2003. "Stability of the day of the week effect in return and in volatility at the Indian capital market: a GARCH approach with proper mean specification," Applied Financial Economics, Taylor & Francis Journals, vol. 13(8), pages 553-563.
    35. Ojah, Kalu & Karemera, David, 1999. "Random Walks and Market Efficiency Tests of Latin American Emerging Equity Markets: A Revisit," The Financial Review, Eastern Finance Association, vol. 34(2), pages 57-72, May.
    36. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
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    More about this item

    Keywords

    JEL Classification: G12; JEL Classification: G14; JEL Classification: G22; Emerging stock markets; day-of-the-week effect; market efficiency; variance ratio test; GARCH-M;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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