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Research Articles

Multiscale optimal portfolios using CAPM fractal regression: estimation for emerging stock markets

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Pages 77-112 | Received 16 Oct 2018, Accepted 04 Jul 2019, Published online: 14 Aug 2019

References

  • Ang, A., Hodrick, R., Xing, Y., & Zhang, X. (2006). The cross-section of volatility and expected returns. Journal of Finance, LXI(1), 259–299.
  • Bashir, U., Yu, Y., Hussain, M., & Zebende, G. (2016). Do foreign exchange and equity markets co-move in Latin American region? Detrended cross-correlation approach. Physica A, 462, 889–897.
  • Bashir, U., Zebende, G., Yu, Y., Hussain, M., Ali, A., & Abbas, G. (2019). Differential market reactions to pre and post Brexit referendum. Physica A: Statistical Mechanics and Its Applications, 515, 151–158.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price-earnings ratios: A test of the efficient market hypothesis. The Journal of Finance, 32(3), 663–682.
  • Black, F. (1972). Capital market equilibrium and restricted borrowing. The Journal of Business, 48(3), 444–445.
  • Black, F., Jensen, M., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests. In M. Jensen (Ed.), Studies in the theory of capital markets (pp. 79–124). New York, NY: Praeger.
  • Blume, M., & Friend, I. (1973). New look at the capital asset pricing model. The Journal of Finance, 28(1), 19–33.
  • Blume, M., & Husic, F. (1973). Price, beta, and exchange listings. The Journal of Finance, 28(2), 283–299.
  • Borys, M. (2011). Testing multi-factor asset pricing models in the Visegrad countries. Czech Journal of Economics and Finance, 61, 118–139.
  • Breeden, D. (1979). An intertemporal asset pricing model with stochastic consumption and investment opportunities. Journal of Financial Economics, 7(3), 265–296.
  • Brennan, M. (1971). Capital market equilibrium with divergent borrowing and lending rates. Journal of Financial and Quantitative Analysis, 5, 1197–1205.
  • Brock, W., & Hommes, C. (1998). Heterogeneous beliefs and routes to chaos in a simple asset pricing model. Journal of Economic Dynamics and Control, 22(8–9), 1235–1274.
  • Cao, Q., Leggio, K., & Schniederjans, M. (2005). A comparison between Fama and French’s model and artificial neural networks in predicting the Chinese stock market. Computers & Operations Research, 32, 2499–2512.
  • Celik, S. (2012). Theoretical and empirical review of asset pricing models: A structural synthesis. International Journal of Economics and Financial Issues, 2(2), 141–178.
  • Clarke, R., Silva, H., & Thorley, S. (2006). Minimum-variance portfolios in the US equity market. Journal of Portfolio Management, 33, 10–24.
  • Džaja, J., & Aljinović, Z. (2013). Testing CAPM model on the emerging markets of the Central and South-Eastern Europe. Croatian Operational Research Review, 4, 164–175.
  • Elbannan, M. (2015). The capital asset pricing model: An overview of the theory. International Journal of Economics and Finance, 7(1), 216–228.
  • Fama, E. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25, 383–417.
  • Fama, E. (1991). Efficient Capital Markets: II. The Journal of Finance, 46(5), 1575–1617.
  • Fama, E., & French, K. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3–56.
  • Fama, E., & French, K. (2004). The capital asset pricing model: Theory and evidence. Journal of Economic Perspectives, 18(3), 25–46.
  • Fama, E., & MacBeth, J. (1973). Risk, return, and equilibrium; empirical tests. Journal of Political Economy, 81(3), 607–636.
  • Ferreira, P. (2011). Monetary integration in the European union. Journal of Emerging Market and Finance, 10, 93–120.
  • Ferreira, P., & Dionísio, A. (2015). Revisiting covered nterest parity in the European Union: The DCCA approach. International Economic Journal, 29(4), 597–615.
  • Ferreira, P., & Kristoufek, L. (2017). What is new about covered interest parity condition in the European Union? Evidence from fractal cross-correlation regressions. Physica A: Statistical Mechanics and Its Applications, 486, 554–566.
  • Glodberg, L., Leshem, R., & Geddes, P. (2014). Restoring value to minimum variance. Journal of Investment Management, 12(2), 32–39.
  • Haugen, R., & Baker, N. (1991). The efficient market inefficiency of capitalization-weighted stock portfolios. The Journal of Portfolio Management, 17(3), 35–40.
  • Ibbotson, R., & Sinquefield, R. (1976). Stocks, bonds, bills and inflation: Year-by-year historical returns (1926–1974). The Journal of Business, 49, 11–47.
  • Jacobsen, B., & Liu, X. (2008). China’s segmented stock market: An application of the conditional international capital asset pricing model. Emerging Markets Review, 9, 153–173.
  • Jorion, P. (1991). Bayesian and CAPM estimators of the means: Implications for portfolio selection. Journal of Banking and Finance, 15(3), 717–727.
  • Kim, H., & Kim, T. (2016). Capital asset pricing model: A time-varying volatility approach. Journal of Empirical Finance, 37, 268–281.
  • Korkmaz, T., Cevik, E., & Gurkan, S. (2010). Testing the international capital asset pricing model with Markov switching model in emerging markets. Investment Management and Financial Innovations, 7(1), 37–49.
  • Koutmos, D. (2012). An intertemporal capital asset pricing model with heterogeneous expectations. Journal of International Financial Markets, Institutions & Money, 22, 1176–1187.
  • Kristoufek, L. (2015). Detrended fluctuation analysis as a regression framework: Estimating dependence at different scales. Physical Review E, 91, 022802.
  • Kristoufek, L. (2016). Scaling of dependence between foreign exchange rates and stock markets in Central Europe. Acta Physica Polonica A, 129, 908–912.
  • Kristoufek, L. (2018). Fractality in market risk structure: Dow Jones industrial components case. Chaos, Solitons and Fractals, 110, 69–75.
  • Kristoufek, L., & Ferreira, P. (2018). Capital asset pricing model in Portugal: Evidence from fractal regressions. Portuguese Economic Journal, 17(3), 173–183.
  • Kritzman, M., Page, S., & Turkington, D. (2010). In defense of optimization: The fallacy of 1/n. Financial Analysis Journal, 66(2), 31–39.
  • Lee, C. (1976). Investment horizon and the functional form of the capital asset pricing model. Review of Economics & Statistics, 58(3), 356–363.
  • Lintner, J. (1965). The valuation of risk asset and the selection of risk investment in stock portfolio and capital budgets. The Review of Economics and Statistics, 47(1), 13–37.
  • Malin, M., & Veeraraghavan, M. (2004). On the robustness of the Fama and French multifactor model: Evidence from France, Germany, and the United Kingdom. International Journal of Business and Economics, 3(2), 155–176.
  • Mantegna, R. (1999). Hierarchical structure in financial markets. The European Physical Journal B, 11, 193–197.
  • Mantegna, R., & Stanley, H. (2000). An introduction to econophysics: Correlation and complexity in finance. Cambridge: Cambridge University Press.
  • Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77–91.
  • Markowitz, H. (1959). Portfolio selection: Efficient diversification of investment. New York, NY: John Wiley& Sons.
  • Merton, R. (1973). An intertemporal capital asset pricing model. Econometrica, 41, 867–888.
  • Michaud, R. (1989). The markowitz optimization enigma: Is optimized optimal? Financial Analysts Journal, 45(1), 31–42.
  • Mossin, J. (1966). Equilibrium in a capital assetmarket. Econometrica, 34(4), 768–783.
  • Peters, E. (1991). Chaos and order in the capital markets - A new view of cycles, prices, and market volatility. New York, NY: John Wiley& Sons, Inc.
  • Peters, E. (1994). Fractal market analysis - Applying Chaos theory to investment and analysis. New York, NY: John Wiley& Sons.
  • Pettit, R., & Westerfield, R. (1974). Using the capital asset pricing model and the market model to predict security returns. Journal of Financial & Quantitative Analysis, 9(4), 579–605.
  • Podobnik, B., & Stanley, H. (2008). Detrended cross-correlation analysis: A new method for analyzing two nonstationary time series. Physical Review Letters, 100, 084102.
  • Roll, R. (1977). A critique of the asset pricing theory’s tests. Journal of Financial Economics, 4, 129–176.
  • Rossi, M. (2016). The capital asset pricing model: A critical literature review. Global Business and Economics Review, 18(5), 604–617.
  • Saleem, K., & Vaihekoski, M. (2008). Pricing of global and local sources of risk in Russian stock market. Emerging Markets Review, 9, 40–56.
  • Scherer, B. (2011). A note on the returns from minimum variance investing. Journal of Empirical Finance, 18(4), 652–660.
  • Schwartz, T. (2000). How to beat the S&P 500 with portfolio optimization, Workingpaper, DePauls University.
  • Sharpe, W. (1964). Capital asset prices: A theory of market equilibrium under condition of risk. The Journal of Finance, 19(3), 425–442.
  • Theiler, J., Galdrikian, B., Longtin, A., Eubank, S., & Farmer, J. (1992). Using surrogate data to detect nonlinearity in time series. Physica D: Nonlinear Phenomena, 58(1–4), 77–94.
  • Zhang, J., & Wilhborg, C. (2010). CAPM in up and down markets: Evidence from six European emerging markets. Journal of Emerging Market Finance, 9(2), 229–255.
  • Zhao, X., Shang, P., & Huang, J. (2017). Several fundamental properties of DCCA cross-correlation coefficient. Fractals, 25, 1750017.

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