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Persistence and Predictability of Skewness in Country Equity Market Returns

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Abstract

This article explores the skewness characteristics of eighteen developed country equity market returns. The empirical results indicate that country skewness tends to have the same sign for different measurement intervals. Also, the magnitude of country skewness increases as the measurement interval increases. Further, the results indicate that positive skewness is not a predominant phenomenon. In addition, this study examines the predictability of country skewness using a Spearman Rank Order test and an autoregression test. The findings generally indicate that past monthly country skewness could not be used to reliably predict the extent of skewness of future periods.

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References

  • Arditti, F.D., (1967), Risk and the Required Return on Equity, Journal of Finance, 22, pp. 19–36.

    Article  Google Scholar 

  • Arditti, F.D., (1971), Another Look at Mutual Fund Performance, Journal of Financial and Quantitative Analysis, 6, 909–912.

    Article  Google Scholar 

  • Arditti, F.D. and Levy, H., (1975), Portfolio Efficiency Analysis in Three Moments: The Multiperiod Case, Journal of Finance, 30, 797–809.

    Google Scholar 

  • Barone-Adesi, G., (1985), Arbitrage Equilibrium with Skewed Asset Returns, Journal of Financial and Quantitative Analysis, 20, pp. 299–313.

    Article  Google Scholar 

  • Beedles, W.L. (1984), The Anomalous and Asymmetrie of Equity Returns: An Empirical Synthesis, Journal of Financial Research, 7, pp. 151–160.

    Google Scholar 

  • Beedles, W.L. (1986), Asymmetry in Australia Equity Returns, Australian Journal of Management, 11, pp. 1–12.

    Article  Google Scholar 

  • Bishop, S., Crapp, H., Faff, R. and Twite, G., (2000), Corporate Finance, 4th edition, Prentice Hall.

    Google Scholar 

  • Black, F., Jensen, M. and Scholes, M. (1972), The Asset Pricing Model: Some Empirical Results, Studies in the Theory of Capital Markets, M. Jensen (ed.), New York: Praeger.

    Google Scholar 

  • Blume, M.E. (1971), On the Assessment of Risk, Journal of Finance, 26, pp. 1–10.

    Article  Google Scholar 

  • Blume, M. (1975), Betas and Their Regression Tendencies, Journal of Finance, 30, pp. 785–796.

    Article  Google Scholar 

  • Blume, M. (1979), Betas and Their Regression Tendencies: Some Further Evidence, Journal of Finance, 34, pp. 265–267.

    Article  Google Scholar 

  • Boabang, F., (1996), An Adjustment Procedure for Predicting Betas when Thin Trading is Present: Canadian Evidence, Journal of Business Finance and Accounting, 23, pp. 1333–1336.

    Article  Google Scholar 

  • Chunhachinda, P., Dandapani, K., Hamid, S. and Prakash, A. (1997), Portfolio Selection and Skewness: Evidence from International Stock Markets, Journal of Banking & Finance, pp. 143–167.

    Google Scholar 

  • Conine, T.E. and Tamarkin, M. (1981), On Diversification Given Asymmetry in Returns, Journal of Finance, 36, pp. 1143–1155.

    Article  Google Scholar 

  • Dimson, E. and Marsh, P., (1983), The Stability of UK Risk Measures and the Problem of Thin Trading, Journal of Finance, 38, pp. 753–781.

    Article  Google Scholar 

  • Elgers, P., Haltiner, J. and Hawthrone, W., (1979), Betas Regression Tendencies: Statistical and Real Causes, Journal of Finance, 34, pp. 261–263.

    Article  Google Scholar 

  • Eeb, C., Harvey, C. and Viskanta, T., (1994), Forecasting International Equity Correlations, Financial Analyst Journal, pp. 32–45.

    Google Scholar 

  • Errunza, V., (1983), Emerging Markets: A New Opportunity tor Improving Global Portfolio Performance, Financial Analyst Journal, 51–58.

    Google Scholar 

  • Fabozzi, F. and Francis, J., (1978), Betas as a Random Coefficient, Journal of Financial and Quantitative Analysis, 13, pp. 101–116.

    Article  Google Scholar 

  • Fama, E. and Macbeth, J., (1973), Risk, Return and Equilibrium: Empirical Tests, Journal of Political Economy, 81, pp. 607–636.

    Article  Google Scholar 

  • Fang, H. and Lai, T.Y. (1997), Co-Kurtosis and Capital Asset Pricing, Financial Review, 32, pp. 297–307.

    Article  Google Scholar 

  • Fogler, R.H. and Radcliffe, C.R., (1974), A Note on Measurement of Skewness, Journal of Financial and Quantitative Analysis, pp. 485–489.

    Google Scholar 

  • Foster, T., Hansen, D. and Vickrey, D., (1988), Additional Evidence on the Abatement in Errors in Predicting Beta Through Increases in Portfolio Size and on the Regression Tendency, Journal of Business Finance and Accounting, 15, pp. 185–197.

    Article  Google Scholar 

  • Gangemi, M., Brooks, R. and Faff, R. (1999a), Mean Reversion and the Forecasting of Country Beta: A Note, Global Finance Journal, 10, pp. 231–245.

    Article  Google Scholar 

  • Gangemi, M., Brooks, R. and Faff, R. (1999b), Country Betas, their Time Sensitivity and the International Crash of October 1987, International Journal of Finance, 11, pp. 1390–1399.

    Google Scholar 

  • Handa, P., Kothari, S. and Wasley, C., (1989), The Relation between the Return Interval and Betas: Implications for the Size Effect, Journal of Financial Economics, 23, pp. 79–100.

    Article  Google Scholar 

  • Harvey, C. and Zhou, G., (1993), International Asset Pricing with Altemative Distributional Specifications, Journal of Empirical Finance, 1, pp. 107–131.

    Article  Google Scholar 

  • Hunter, J.E. and Cogging D.T., (1990), An Analysis of the Diversification Benefit From International Equity Investment, Journal of Portfolio Management, pp. 33–36.

    Google Scholar 

  • Jean, W., (1971), The Extension of Portfolio Analysis to Three or More Parameters, Journal of Financial and Quantitative Analysis, 10, pp. 505–515.

    Article  Google Scholar 

  • Jean, W., (1973), More on Multi-dimensional Portfolio Analysis, Journal of Financial and Quantitative Analysis, 8, pp. 475–490.

    Article  Google Scholar 

  • Kolb, R. and Rodriguez, R., (1989), The Regression Tendencies of Betas: A Reappraisal, Financial Review, 24, pp. 314–334.

    Article  Google Scholar 

  • Kraus, A. and Litzenberger, (1976), Skewness Preference and The Valuation of Risk Assets, Joumal of Finance, 31, pp. 1085–1099.

    Google Scholar 

  • Lai, T. (1991), Portfolio Selection with Skewness: A Multiple-objective Approach, Review of Quantitative Finance and Accounting, 1, pp. 293–305.

    Article  Google Scholar 

  • Lintner, J., (1965), “The Valuation of Risky Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets”, Review of Economics and Statistics, pp. 13–37.

    Google Scholar 

  • Meric, I., and Meric, G., (1989), Potential Gains from International Portfolio Diversification and Inter-Temporal Stability and Seasonality in International Stock Market Relationships, Journal of Banking and Finance, 13, pp. 627–640.

    Article  Google Scholar 

  • Murray, J., (1995), An Examination of Beta Estimation Using Daily Irish Data, Journal of Business Finance and Accounting, 22, pp. 893–906.

    Article  Google Scholar 

  • Roll, R., (1988), The International Crash of October 1987, Financial Analysts Journal, pp. 19–35.

    Google Scholar 

  • Sengupta, J.K. and Zheng, Y.J., (1997), Estimating Skewness Persistence in Market Returns, Applied Financial Economics, 7, pp. 549–558.

    Article  Google Scholar 

  • Sharpe, W., (1964), Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk, Journal of Finance, 19, pp. 425–442.

    Google Scholar 

  • Simkowitz, M.A. and Beedles, W.L., (1980), Asymmetrie Stable Distributed Security Returns, Journal of the American Statistical Association, 80, pp. 306–312.

    Article  Google Scholar 

  • Singleton, J. and Wingender, J., (1986), Skewness Persistence in Common Stock Returns”, Journal of Financial and Quantitative Analysis, 13, pp. 335–341.

    Article  Google Scholar 

  • Statman, M., (1981), Betas Compared: Merill Lynch Vs Value Line, Journal of Portfolio Management, 7, pp. 41–44.

    Article  Google Scholar 

  • Stockie, M., (1982), The Testing of Australian Stock Market Indices for Mean-Variance Efficiency, Accounting and Finance, 22, pp. 1–18.

    Article  Google Scholar 

  • Stulz, R.M., (1981), On Effects of Barriers to International Investment, Journal of Finance, 36, pp. 923–934.

    Article  Google Scholar 

  • Ushman, N., (1987), A Comparison of Cross-sectional and Time Series Beta Adjustment Techniques, Journal of Business Finance and Accounting, 14, pp. 355–375.

    Article  Google Scholar 

  • Vasicek, O. (1973), A Note on Using Cross-Sectional Information in Bayesian Estimation of Security Betas, Journal of Finance, 28, pp. 1233–1239.

    Article  Google Scholar 

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Lai, E., Brooks, R. & Faff, R. Persistence and Predictability of Skewness in Country Equity Market Returns. J. Quant. Econ. 1, 36–49 (2003). https://doi.org/10.1007/BF03404647

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