The effect of absolute return strategies on risk-factor diversification and portfolio performance
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Author(s)Richard CloutierLink to ORCID Index: https://orcid.org/0000-0001-5780-3304
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Alan C. MikkelsonLink to ORCID Index: https://orcid.org/0000-0003-4076-8412
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DOIhttp://dx.doi.org/10.21511/imfi.20(3).2023.08
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Article InfoVolume 20 2023, Issue #3, pp. 91-101
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127 Downloads
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Creative Commons Attribution 4.0 International License
Absolute return strategies attempt to generate positive returns that are uncorrelated with equity or bond markets and can be used to increase diversification and performance within multi-asset class portfolios. The current paper compared diversification and portfolio performance between traditional multi-asset class portfolios and multi-asset class portfolios with the addition of absolute return strategies. Using closing prices from January 1, 2000 – June 30, 2018, this paper back-tested two multi-asset class portfolios, one composed of equities, fixed income securities, and real return strategies, and the other portfolio composed of the same asset classes but with the addition of absolute return strategies. In particular, the absolute return strategies that this paper added were equity market neutral strategies, managed futures, and global macro strategies. Results indicated that the use of absolute return strategies improved diversification by increasing the portfolio’s effective number of bets (ENB) and enhanced risk adjusted returns as measured by improved Sharpe ratios, Treynor ratios, Jensen’s Alphas, and Sortino ratios. In addition, results showed that the benefits of adding absolute return strategies accrued throughout a full market cycle, which included declines and advances. These results support previous research on the individual absolute return strategies and demonstrate that the portfolio performance and investor wealth can be improved with the addition of these absolute return strategies to multi-asset class portfolios.
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JEL Classification (Paper profile tab)C12, G10, G11, G19, G23
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References37
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Tables5
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Figures0
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- Table 1. Correlation matrix of common equity asset classes from January 2000 – June 2018
- Table 2. Correlation matrix of global bond, equity market neutral, global macro, managed futures, and global stock, asset classes from January 2010 to June 2018
- Table 3. Change in portfolio ENB due to absolute return strategies
- Table 4. Annual Sharpe ratio, Treynor ratio, Jensen’s Alpha and Sortino ratio of the two portfolios
- Table 5. Overall difference in the performance statistics
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- Ang, A., & Bekaert, G. (2015). International asset allocation with regime shifts. Review of Financial Studies, 15(4), 1137-1187.
- Baumeister, R. F., Bratslavsky, E., Finkenauer, C., & Vohs, K. D. (2001). Bad is stronger than good. Review of General Psychology, 5(4), 323-370.
- Bekkers, N., Doeswijk, R. Q., & Lam, T. W. (2009). Strategic asset allocation: determining the optimal portfolio with ten asset classes. The Journal of Wealth Management, 12(3), 61-77.
- Bodie, Z., Kane, A., & Marcus, A. J. (2018). Investments. McGraw-Hill Education.
- Brandon, R. G., & Wang, S. (2013). Liquidity risk, return predictability, and hedge funds’ performance: An empirical study. Journal of Financial and Quantitative Analysis, 48(01), 219-244.
- Cao, C., Rapach, D., & Zhou, G. (2014). Which hedge fund styles hedge against bad times? SSRN Electronic Journal.
- Carli, T., Deguest, R., & Martellini, L. (2014). Improved risk reporting with factor-based diversification measures. Paris, France: EDHEC Risk Institute.
- Chen, J. (2020). Understanding Global Macro Strategies. Investopedia.
- Cotton, M. (2014, April). The role of a market neutral strategy in a diversified hedge fund portfolio.
- Cremers, M. (2013). The performance of direct investments in real assets: Natural Resources, infrastructure and Commercial Real Estate. SSRN Electronic Journal.
- Deguest, R., Martellini, L., & Meucci, A. (2013). Risk parity and beyond - From asset allocation to risk allocation decisions. SSRN Electronic Journal.
- Downes, J. & Goodman, J. E. (2018). Dictionary of finance and investment terms: More than 5,000 terms defined and explained. B.E.S. Publishing.
- Duffee, G. R. (1998). The Relation Between Treasury Yields and Corporate Bond Yield Spreads. The Journal of Finance, 53(6), 2225-2241.
- Garcia-Feijoo, L., Jensen, G. R., & Johnson, R. R. (2012). The effectiveness of asset classes in hedging risk. The Journal of Portfolio Management, 38(3), 40-55.
- Gorton, G., & Rouwenhorst, K. G. (2004). Facts and fantasies about Commodity Futures.
- Huang, J.-Z., Rossi, M., & Wang, Y. (2015). Sentiment and corporate bond valuations before and after the onset of the credit crisis. The Journal of Fixed Income, 25(1), 34-57.
- Hurst, B., Ooi, Y. H., & Pedersen, L. H. (2013). Demystifying managed futures. Journal of Investment Management, 11(3), 42-58.
- Jacobs, H., Müller, S., & Weber, M. (2014). How should individual investors diversify? An empirical evaluation of alternative asset allocation policies. Journal of Financial Markets, 19, 62-85.
- Johnson, N., Naik, V., Page, S., Pedersen, N., & Sapra, S. (2014). The stock–bond correlation. The Journal of Investment Strategies, 4(1), 3-18.
- Kind, C., & Poonia, M. (2015). Comparing diversification management strategies. Global Economy and Finance Journal, 8(1), 67-81.
- Klement, J. (2015). The cross-section of liquid Absolute Return Funds. The Journal of Index Investing, 1-12.
- Lebowitz, M. (2016, July 20). How to use an Absolute Return Strategy for better investing results.
- Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77-91.
- Meucci, A. (2009). Managing diversification. Risk, 22(5), 74-79.
- Meucci, A., Santangelo, A., & Deguest, R. (2013). Measuring portfolio diversification based on optimized uncorrelated factors. SSRN Electronic Journal.
- Papagiannis, N. (2009). Absolute returns: What to expect when investing. Morningstar Alternatives Investments Observer, Second Quarter, 1-4.
- Patton, A. J., & Ramadorai, T. (2013). On the high-frequency dynamics of hedge fund risk exposures. The Journal of Finance, 68(2), 597-635.
- Roll, R. (2013). Volatility, correlation, and diversification in a multi-factor world. The Journal of Portfolio Management, 39(2), 11-18.
- Roncalli, T. (2013). Introduction to risk parity and budgeting. Chapman & Hall, CRC Financial Mathematics Series.
- Ross, S. A. (1976). The arbitrage theory of capital asset pricing. Journal of Economic Theory, 13(3), 341-360.
- Sharma, P. (2017). Economic value of portfolio diversification: Evidence from international multi-asset portfolios. Theoretical and Applied Economics, 24(4), 33-42.
- Shi, X. (2015). Marginal contribution to risk and generalized effective number of bets. SSRN Electronic Journal.
- Srivastava, P., & Mazhar, S. S. (2018). Comparative analysis of Sharpe and Sortino ratio with reference to top ten banking and Finance Sector Mutual Funds. International Journal of Management Studies, V(4(2)), 93-100.
- Stone, J. V. (2016). Information theory: A tutorial introduction. Jim Stone.
- Woerheide, W., & Persson, D. (1993). An index of portfolio diversification. Financial Services Review, 2(2), 73-85.
- Zakamulin, V. (2015). A test of Covariance-Matrix Forecasting Methods. The Journal of Portfolio Management, 41(3), 97-108.
- Zhou, R., Cai, R., & Tong, G. (2013). Applications of entropy in finance: A review. Entropy, 15(12), 4909-4931.
