Volatility in the Emerging Stock Markets in Central and Eastern Europe: Evidence on Croatia, Czech Republic, Hungary, Poland, Russia and Slovakia
This paper investigates the main features of stock market volatility in the emerging markets of European transition economies using daily indexes. Starting with the universe of all stock markets in the transition economies, we use the criterion of data availability to obtain a sample of six stock markets, namely the markets in Croatia, Czech Republic, Hungary, Poland, Russia and Slovakia. We apply ARIMA, the BDSL procedure and symmetric as well as asymmetric GARCH models to test for daily return volatility. The main findings are fourfold. First, in all the six markets, volatility exhibits significant conditional heteroskedasticity and non–linearity. Second, volatility seems to be of a persistent nature; however, no asymmetric volatility effects are found for most of the markets. Third, as measured by a GARCH–in–Mean model, volatility does not explain expected returns for any of the six markets. Although GARCH appears to be the most appropriate process in characterising volatility in these markets, the explanation provided by symmetric and asymmetric GARCH models is not significant enough for predicting future volatility. Fourth, while the evidence suggests that the martingale hypothesis can be significantly rejected for all the six markets, none of the markets shows the well–known day–of–the–week anomaly commonly reported in most stock markets.
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- Renato G. Flores & JrAriane Szafarz, .
"Testing the Information Structure of eastern European Markets: The Warsaw Stock Exchange,"
Ace Project Memoranda
96/7, Department of Economics, University of Leicester.
- Renato Flôres & Ariane Szafarz, 1997. "Testing the Information Structure of Eastern European Markets: The Warsaw Stock Exchange," Economic Change and Restructuring, Springer, vol. 30(2), pages 91-105, May.
- Flores, Renato G, Jr & Szafarz, Ariane, 1997. "Testing the Information Structure of Eastern European Markets: The Warsaw Stock Exchange," Economic Change and Restructuring, Springer, vol. 30(2-3), pages 91-105.
- Renato Flôres & Ariane Szafarz, 1997. "Testing the Information Structure of Eastern European Markets: The Warsaw Stock Exchange," ULB Institutional Repository 2013/707, ULB -- Universite Libre de Bruxelles.
- McCurdy, Thomas H & Morgan, Ieuan G, 1988. "Testing the Martingale Hypothesis in Deutsche Mark Futures with Models Specifying the Form of Heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(3), pages 187-202, July-Sept.
- Robert S. Pindyck, 1983.
"Risk, Inflation, and the Stock Market,"
NBER Working Papers
1186, National Bureau of Economic Research, Inc.
- Jean-François Nivet, 1997. "Stock markets in transition: the Warsaw experiment," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 5(1), pages 171-183, 05.
- Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996.
"Fractionally integrated generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics,
Elsevier, vol. 74(1), pages 3-30, September.
- Tom Doan, . "RATS programs to replicate Baillie, Bollerslev, Mikkelson FIGARCH results," Statistical Software Components RTZ00009, Boston College Department of Economics.
- Hsieh, David A, 1991. " Chaos and Nonlinear Dynamics: Application to Financial Markets," Journal of Finance, American Finance Association, vol. 46(5), pages 1839-77, December.
- Aggarwal, Raj & Schatzberg, John D., 1997. "Day of the week effects, information seasonality, and higher moments of security returns," Journal of Economics and Business, Elsevier, vol. 49(1), pages 1-20, February.
- Errunza, Vihang, et al, 1994. "Conditional Heteroskedasticity and Global Stock Return Distributions," The Financial Review, Eastern Finance Association, vol. 29(3), pages 293-317, August.
- Chou, Ray Yeutien, 1988. "Volatility Persistence and Stock Valuations: Some Empirical Evidence Using Garch," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(4), pages 279-94, October-D.
- Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-70, March.
- Bolt, Tadeusz W & Milobedzki, Pawel, 1994. "The Warsaw Stock Exchange in the Period 1991-1993. Qualitative Problems of Its Modelling," Economic Change and Restructuring, Springer, vol. 27(3), pages 211-26.
- Robert F. Engle & Victor K. Ng, 1991.
"Measuring and Testing the Impact of News on Volatility,"
NBER Working Papers
3681, National Bureau of Economic Research, Inc.
- Engle, Robert F & Ng, Victor K, 1993. " Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-78, December.
- Hsieh, David A., 1993. "Implications of Nonlinear Dynamics for Financial Risk Management," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(01), pages 41-64, March.
- Scheinkman, Jose A & LeBaron, Blake, 1989. "Nonlinear Dynamics and Stock Returns," The Journal of Business, University of Chicago Press, vol. 62(3), pages 311-37, July.
- Green, Christopher J. & Maggioni, Paolo & Murinde, Victor, 2000. "Regulatory lessons for emerging stock markets from a century of evidence on transactions costs and share price volatility in the London Stock Exchange," Journal of Banking & Finance, Elsevier, vol. 24(4), pages 577-601, April.
- Baillie, Richard T. & DeGennaro, Ramon P., 1990.
"Stock Returns and Volatility,"
Journal of Financial and Quantitative Analysis,
Cambridge University Press, vol. 25(02), pages 203-214, June.
- Koutmos, Gregory & Booth, G Geoffrey, 1995. "Asymmetric volatility transmission in international stock markets," Journal of International Money and Finance, Elsevier, vol. 14(6), pages 747-762, December.
- Tim Bollerslev, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
EERI Research Paper Series
EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Christie, Andrew A., 1982. "The stochastic behavior of common stock variances : Value, leverage and interest rate effects," Journal of Financial Economics, Elsevier, vol. 10(4), pages 407-432, December.
- Shiller, Robert J, 1990. "Market Volatility and Investor Behavior," American Economic Review, American Economic Association, vol. 80(2), pages 58-62, May.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
- Booth, G. Geoffrey & Martikainen, Teppo & Tse, Yiuman, 1997. "Price and volatility spillovers in Scandinavian stock markets," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 811-823, June.
- Lensink, Robert & Hermes, Niels & Murinde, Victor, 1998.
"Capital flight and political risk,"
98C34, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
- Susmel, Raul & Engle, Robert F., 1994. "Hourly volatility spillovers between international equity markets," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 3-25, February.
- Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-31, February.
- Shinichi Sakata & Halbert White, 1998. "High Breakdown Point Conditional Dispersion Estimation with Application to S&P 500 Daily Returns Volatility," Econometrica, Econometric Society, vol. 66(3), pages 529-568, May.
- French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
- Zakoian, Jean-Michel, 1994. "Threshold heteroskedastic models," Journal of Economic Dynamics and Control, Elsevier, vol. 18(5), pages 931-955, September.
- Barry Gordon & Libby Rittenberg, 1995. "The Warsaw Stock Exchange: A Test of Market Efficiency," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 37(2), pages 1-27, July.
- Rabemananjara, R & Zakoian, J M, 1993. "Threshold Arch Models and Asymmetries in Volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 31-49, Jan.-Marc.
- Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
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