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Skewness in stock returns: evidence from the Bucharest stock exchange during 2000 – 2011

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  • Panait, Iulian
  • Slavescu, Ecaterina Oana

Abstract

Our paper investigates the symmetry in stock returns of the 30 most liquid companies traded on Bucharest Stock Exchange during 2000 – 2011 and also the most representative 5 market indices. Our daily data shows that skewness estimates are slightly negative for most indices and individual stocks, but only a few present values significantly different from the characteristics of a normal distribution. We compare our results with skewness estimates for 21 major and emerging stock market indices around the world and find that such results are similar to other low capitalization and trading volume markets. For all the Romanian and international assets studied, the Studentized-Range (St-R) and Jarque-Bera (J-B) tests reject the hypothesis of normal distribution of daily returns.

Suggested Citation

  • Panait, Iulian & Slavescu, Ecaterina Oana, 2012. "Skewness in stock returns: evidence from the Bucharest stock exchange during 2000 – 2011," MPRA Paper 38751, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:38751
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    References listed on IDEAS

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    1. Raj Aggarwal & Ramesh P. Rao & Takato Hiraki, 1989. "Skewness And Kurtosis In Japanese Equity Returns: Empirical Evidence," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 12(3), pages 253-260, September.
    2. Fama, Eugene F, 1971. "Risk, Return, and Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 79(1), pages 30-55, Jan.-Feb..
    3. Fred D. Arditti, 1967. "Risk And The Required Return On Equity," Journal of Finance, American Finance Association, vol. 22(1), pages 19-36, March.
    4. Paul A. Samuelson, 1970. "The Fundamental Approximation Theorem of Portfolio Analysis in terms of Means, Variances and Higher Moments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(4), pages 537-542.
    5. Mark Rubinstein, 1976. "The Valuation of Uncertain Income Streams and the Pricing of Options," Bell Journal of Economics, The RAND Corporation, vol. 7(2), pages 407-425, Autumn.
    6. Colm Kearney & Margaret Lynch, 2007. "Are international equity markets really asymmetric?," Applied Financial Economics, Taylor & Francis Journals, vol. 17(5), pages 399-411.
    7. Chunhachinda, Pornchai & Dandapani, Krishnan & Hamid, Shahid & Prakash, Arun J., 1997. "Portfolio selection and skewness: Evidence from international stock markets," Journal of Banking & Finance, Elsevier, vol. 21(2), pages 143-167, February.
    8. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    9. Tsiang, S C, 1972. "The Rationale of the Mean-Standard Deviation Analysis, Skewness Preference, and the Demand for Money," American Economic Review, American Economic Association, vol. 62(3), pages 354-371, June.
    10. Rubinstein, Mark E., 1973. "The Fundamental Theorem of Parameter-Preference Security Valuation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 8(1), pages 61-69, January.
    11. Baci, Sidika & Zaman, Asad, 1998. "Effects of skewness and kurtosis on model selection criteria," Economics Letters, Elsevier, vol. 59(1), pages 17-22, April.
    12. K. J. Arrow, 1964. "The Role of Securities in the Optimal Allocation of Risk-bearing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 31(2), pages 91-96.
    13. Kraus, Alan & Litzenberger, Robert, 1983. "On the Distributional Conditions for a Consumption-Oriented Three Moment CAPM," Journal of Finance, American Finance Association, vol. 38(5), pages 1381-1391, December.
    14. Markowitz, Harry M, 1991. "Foundations of Portfolio Theory," Journal of Finance, American Finance Association, vol. 46(2), pages 469-477, June.
    15. Arditti, Fred D & Levy, Haim, 1975. "Portfolio Efficiency Analysis in Three Moments: The Multiperiod Case," Journal of Finance, American Finance Association, vol. 30(3), pages 797-809, June.
    16. Tobias Brünner & Rene Levinsk? & Jianying Qiu, 2009. "Skewness preferences and asset selection: An experimental study," Working Papers 2009-13, Faculty of Economics and Statistics, Universität Innsbruck.
    17. Jean, William H., 1971. "The Extension of Portfolio Analysis to Three or More Parameters," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 6(1), pages 505-515, January.
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    More about this item

    Keywords

    Skewness; stock returns; asymmetric returns; frontier and emerging markets;
    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
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G01 - Financial Economics - - General - - - Financial Crises

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