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Threshold Modelling of Stock Return Volatility on Eastern European Markets.

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Abstract

A common finding for developed stock markets is that negative shocks entering the market lead to a larger return volatility than positive shocks of a similar magnitude. The following paper considers two emerging Eastern European Markets where the first point of investigation is whether an analogous asymmetric characteristic is reflected in emerging markets. The second point of investigation is whether the findings differ depending on the institutional microstructure of the exchange being examined. Hence, econometric techniques are adjusted and a ‘double-censored tobit GARCH’ model is developed. This paper finds that no asymmetry exists on either markets and possible reasons for this are proposed. JEL Classification: G14, G15, P21, P34.

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References

  • Black, F. (1976), 'Studies of stock price volatility changes', Proceedings from the American Statistical Association, Business and Economic Statistics Section, p. 177-181.

  • Bollerslev, T. (1986), 'Generalised autoregressive conditional heteroscedasticity', Journal of Econometrics, 31, p. 307-327.

    Article  Google Scholar 

  • Bollerslev, T., Chou, R., Kroner, K. (1992), 'ARCH modelling in finance: A review of the theory and empical evidence', Journal of Applied Econometrics, 52, p. 5-59.

    Google Scholar 

  • Bollerslev, T., Woolridge, J. (1992), Quasi-maximum likelihood estimation and inference in dynamic models with time varying covariances', Econometric Review, 11, p. 143-172.

    Google Scholar 

  • Christie, A. (1982), 'The stochastic behaviour of common stock variances: Value, leverage and interest rate effects', Journal of Financial Economics, 10, p. 407-432.

    Article  Google Scholar 

  • Demoskop Polling Agency (1993), 'Investor behaviour-Polish Stock Market', Reczpospolita, December 2nd, 1993.

  • Engle, R. (1982), 'Autoregressive conditional heteroscedasticity with estimates of the variance of UK inflation', Econometrica, 49, p. 987-1008.

    Article  Google Scholar 

  • Engle, R.F., Lilien, D.M., Robins, R.P. (1987), 'Estimating time varying risk premia in the term structure: The ARCH-M model', Econometrica, 55, p. 391-407.

    Article  Google Scholar 

  • Engle, R., and Ng, V. (1993), 'Measuring and testing the impact of news on volatility', Journal of Finance, 48, p. 1749-1778.

    Article  Google Scholar 

  • Engle, R.F., Rothschild, M. (1992), 'Special issue on ARCH models in finance', Journal of Econometrics, 35, 143-159.

    Article  Google Scholar 

  • French, K.R., Schwert, W., Stambaugh, R.F. (1987), 'Expected stock returns and volatility', Journal of Financial Economics, 19, p. 3-30.

    Article  Google Scholar 

  • Glosten, L., Jaganathan, R., Runkle, D. (1993), 'On the relation between the expected value and volatility of the nominal excess return on stocks', Journal of Finance, 48, p. 1779-1801.

    Article  Google Scholar 

  • Gordon, B., Rittenberg, L. (1995) 'The Warsaw stock exchange: A test of market efficiency', Comparative Economic Studies, 37, p. 1-27.

    Article  Google Scholar 

  • Gourieroux, C., Monfort, A. (1992), 'Qualitative threshold ARCH models', Journal of Econometrics, 52, p. 159-199.

    Article  Google Scholar 

  • Mandlebrot, B. (1963), 'The variation of certain speculative prices', Journal of Business, 36, p. 394-419.

    Article  Google Scholar 

  • Nakamura, A., Nakamura, M. (1983), 'Part-time and full-time work behaviour of married women: a model with a doubly truncated dependent variable', Canadian Journal of Economics, 16, 201-18.

    Article  Google Scholar 

  • Nelson, D. (1991), 'Conditional heteroscedascity in asset returns: A new approach', Econometrica, 59, p.347-370.

    Article  Google Scholar 

  • Nelson, D., Cao, C. (1992), 'Inequality constraints in the univariate GARCH model', Journal of Business and Economic Statistics, 10, p. 229-235.

    Article  Google Scholar 

  • Pagan, A.R., Schwert, G.W. (1990), 'Altemative models for conditional stock volatility', Journal of Econometrics, 3, p. 267-290.

    Article  Google Scholar 

  • Press, W., Flannery, B., Teukolsky, S., Vettering, W. (1988), 'Numerical recipes in C', New York, Cambridge University Press.

    Google Scholar 

  • Rosset, R., and Nelson F. D. (1975), 'Estimation of the two-limit probit regression models', Econometrica, 43, 141-46.

    Article  Google Scholar 

  • Sentena, E. (1992), 'Quadratic ARCH models-A potential re-interpretation of ARCH models', London School of Economics, Financial Markets Study Group, Discussion Paper.

  • Shields, K. (1997), 'Stock return volatility on emerging eastern european markets', in: Proceedings of the money, macroeconomics and finance research group, The Manchester School Supplement, Volume LXV, p. 118-138.

    Google Scholar 

  • Weiss, A. (1984), 'ARMA models with ARCH errors', Journal of Time Series Analysis, 5, p. 129-143.

    Google Scholar 

  • Weiss, A. (1986), 'Asymptotic theory for ARCH models: Estimation and testing', Econometric Theory, 2, p. 107-131.

    Google Scholar 

  • White, H. (1980), 'A heteroskedastic-consistent covariance matrix and a direct test for heteroskedasticity', Econometrica, 48, p. 421-448.

    Google Scholar 

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Shields, K.K. Threshold Modelling of Stock Return Volatility on Eastern European Markets.. Economics of Planning 30, 107–125 (1997). https://doi.org/10.1023/A:1003007708074

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