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Equity-style timing: A multi-style rotation model for the Russell large-cap and small-cap growth and value style indexes

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  • Bala G Arshanapalli
  • Lorne N Switzer

    (Van Berkom Endowed Chair of Small Cap Equities, John Molson School of Business, Concordia University)

  • Karim Panju

Abstract

Researchers and practitioners have devoted considerable attention to devising market-timing strategies as potential value-enhancement tools. The success of such active or tactical asset allocation strategies is dependent on their ability to capture either inefficiencies, to the extent that they exist, or disequilibria associated with changes in the investor opportunity set. Much of the equity-style timing literature focuses on the shifting between pairs of risky assets or between one risky and one riskless asset class, using a binomial approach. This paper develops a multinomial timing model based on macroeconomic and fundamental public information using Frank Russell large-cap and small-cap style indexes. We model four different market segments simultaneously. Out-of-sample tests demonstrate that active multi-style rotation strategies can be devised that outperform the best performing buy-and-hold portfolio. The profitability of such strategies is robust to reasonable levels of transaction costs.

Suggested Citation

  • Bala G Arshanapalli & Lorne N Switzer & Karim Panju, 2007. "Equity-style timing: A multi-style rotation model for the Russell large-cap and small-cap growth and value style indexes," Journal of Asset Management, Palgrave Macmillan, vol. 8(1), pages 9-23, May.
  • Handle: RePEc:pal:assmgt:v:8:y:2007:i:1:d:10.1057_palgrave.jam.2250056
    DOI: 10.1057/palgrave.jam.2250056
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    References listed on IDEAS

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    Cited by:

    1. Giuseppe Galloppo & Giovanni Trovato, 2017. "Fundamental driver of fund style drift," Journal of Asset Management, Palgrave Macmillan, vol. 18(2), pages 99-123, March.
    2. I-Cheng Yeh & Tzu-Kuang Hsu, 2011. "Growth Value Two-Factor Model," Journal of Asset Management, Palgrave Macmillan, vol. 11(6), pages 435-451, February.
    3. Ron Bird & Lorenzo Casavecchia, 2011. "Conditional style rotation model on enhanced value and growth portfolios: The European experience," Journal of Asset Management, Palgrave Macmillan, vol. 11(6), pages 375-390, February.
    4. Switzer, Lorne N., 2010. "The behaviour of small cap vs. large cap stocks in recessions and recoveries: Empirical evidence for the United States and Canada," The North American Journal of Economics and Finance, Elsevier, vol. 21(3), pages 332-346, December.
    5. Dewandaru, Ginanjar & Masih, Rumi & Bacha, Obiyathulla Ismath & Masih, A. Mansur. M., 2015. "Combining momentum, value, and quality for the Islamic equity portfolio: Multi-style rotation strategies using augmented Black Litterman factor model," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 205-232.
    6. Hock, Thorsten, 2008. "Tactical size rotation in Switzerland," W.E.P. - Würzburg Economic Papers 77, University of Würzburg, Department of Economics.
    7. Zugang Liu & Jia Wang, 2018. "Do Style Momentum Strategies Produce Abnormal Returns: Evidence From Index Investing," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 12(2), pages 63-75.
    8. I-Cheng Yeh, 2023. "Synergy frontier of multi-factor stock selection model," OPSEARCH, Springer;Operational Research Society of India, vol. 60(1), pages 445-480, March.
    9. Michael Steiner, 2009. "Predicting premiums for the market, size, value, and momentum factors," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 23(2), pages 137-155, June.
    10. Andrew Clare & Svetlana Sapuric & Natasa Todorovic, 2010. "Quantitative or momentum-based multi-style rotation? UK experience," Journal of Asset Management, Palgrave Macmillan, vol. 10(6), pages 370-381, February.
    11. Sandrine de Moerloose & Pierre Giot, 2011. "Style investing and momentum investing: A case study," Journal of Asset Management, Palgrave Macmillan, vol. 12(6), pages 407-417, December.
    12. Thorsten Hock, 2010. "Tactical Size Rotation in Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 146(III), pages 553-576, September.
    13. Mohan Subbiah & Frank J Fabozzi, 2016. "Equity style allocation: A nonparametric approach," Journal of Asset Management, Palgrave Macmillan, vol. 17(3), pages 141-164, May.

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