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Conditional Volatility Of Most Active Shares Of Casablanca Stock Exchange

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  • Abdelhamid El Bouhadi

    (Cadi Ayyad of Marrakech University)

Abstract

Volatility plays an important role in the explanation of prices of securities and their derivatives as well as risk which are relative to them. The stock exchange of Casablanca constitutes a market meadow emergent of MEA zone for which the problem of volatility should not be underestimated for the causes of lack of the making in the order book. The introduction of the electronic system in 1998 allowed continuous quotation of a number restricted by securities liquidity of which does not seem even so important. We test in this paper the conditional volatility of a certain number of securities considered as active and which to be result from the MADEX index. Results show a certain asymmetric volatility of the major securities. The use of the asymmetric GARCH allowed us better to describe rough variations of prices provoked by large quantities traded in block market. These models throw back quadratic specification of the conditional variance lauded by GARCH standard models. Indeed, with regard to these last ones, exponential model GARCH and threshold GARCH have two advantages. While standard model GARCH puts that only the amplitude of shock and not the sign of the past residuals has an impact on the conditional variance, EGARCH and TGARCH models allows an asymmetric answer to shocks. Second advantage is that not conditional variance is discrete.

Suggested Citation

  • Abdelhamid El Bouhadi, 2003. "Conditional Volatility Of Most Active Shares Of Casablanca Stock Exchange," Finance 0305007, University Library of Munich, Germany, revised 02 Feb 2004.
  • Handle: RePEc:wpa:wuwpfi:0305007
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    References listed on IDEAS

    as
    1. Drost, Feike C & Nijman, Theo E, 1993. "Temporal Aggregation of GARCH Processes," Econometrica, Econometric Society, vol. 61(4), pages 909-927, July.
    2. Bronka Rzepkowski, 2001. "Pouvoir prédictif de la volatilité implicite dans le prix des options de change," Économie et Prévision, Programme National Persée, vol. 148(2), pages 71-97.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2001. "Emerging equity markets and economic development," Journal of Development Economics, Elsevier, vol. 66(2), pages 465-504, December.
    5. Olfa Benouda Sioud & Dorra Mezzez Hmaied, 2002. "The Impact of Automation on Liquidity, Volatility, Stock Returns and Efficiency: Evidence from the Tunisian Stock Market," Working Papers 0222, Economic Research Forum, revised 01 Aug 2002.
    6. Dufour, J.M., 2001. "Logique et tests d'hypotheses: reflexions sur les problemes mal poses en econometrie," Cahiers de recherche 2001-15, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    7. Dacorogna, Michael M. & Muller, Ulrich A. & Nagler, Robert J. & Olsen, Richard B. & Pictet, Olivier V., 1993. "A geographical model for the daily and weekly seasonal volatility in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 12(4), pages 413-438, August.
    8. repec:bla:jfinan:v:55:y:2000:i:4:p:1771-1805 is not listed on IDEAS
    9. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    10. repec:adr:anecst:y:1991:i:24:p:01 is not listed on IDEAS
    11. Bekaert, Geert & Harvey, Campbell R., 2003. "Emerging markets finance," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 3-56, February.
    12. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    13. Bronka Rzepkowski, 2001. "Pouvoir prédictif de la volatilité implicite dans le prix des options de change," Economie & Prévision, La Documentation Française, vol. 148(2), pages 71-97.
    14. Shane A. Corwin & Marc L. Lipson, 2000. "Order Flow and Liquidity around NYSE Trading Halts," Journal of Finance, American Finance Association, vol. 55(4), pages 1771-1801, August.
    15. Stoll, Hans R & Whaley, Robert E, 1990. "Stock Market Structure and Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 37-71.
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    More about this item

    Keywords

    Volatility ; Asymmetric GARCH ; none Linearity ; MADEX ; The stock exchange of Casablanca.;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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