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Stock selection, style rotation, and risk

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  • Lucas, Andre
  • van Dijk, Ronald
  • Kloek, Teun

Abstract

Using US data from June 1984 to July 1999, we show that the impact of firm-specificcharacteristics like size and book-to-price on future excess stock returns varies considerably overtime. The impact can be either positive or negative at different times. This time variation ispartially predictable. We investigate whether the partial predictability signals security mispricing orrisk compensation by formulating alternative modeling strategies. The strategies are comparedempirically, In particular, we allow for a state-dependent choice of investment styles rather than aonce-and-for-all choice for a particular style, for example based on high book-to-price ratios orsmall market cap values. Using alternative ways to correct for risk, we find significant and robustexcess returns to style rotating investment strategies. Business cycle oriented approaches exhibitthe best overall performance. Purely statistical models for style rotation or fixed investment stylesreveal less robust behavior.
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  • Lucas, Andre & van Dijk, Ronald & Kloek, Teun, 2002. "Stock selection, style rotation, and risk," Journal of Empirical Finance, Elsevier, vol. 9(1), pages 1-34, January.
    • Handle: RePEc:eee:empfin:v:9:y:2002:i:1:p:1-34
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    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    3. Barber, Brad M & Lyon, John D, 1997. "Firm Size, Book-to-Market Ratio, and Security Returns: A Holdout Sample of Financial Firms," Journal of Finance, American Finance Association, vol. 52(2), pages 875-883, June.
    4. He, Jia, et al, 1996. "Tests of the Relations among Marketwide Factors, Firm-Specific Variables, and Stock Returns Using a Conditional Asset Pricing Model," Journal of Finance, American Finance Association, vol. 51(5), pages 1891-1908, December.
    5. Jensen, Gerald R. & Mercer, Jeffrey M. & Johnson, Robert R., 1996. "Business conditions, monetary policy, and expected security returns," Journal of Financial Economics, Elsevier, vol. 40(2), pages 213-237, February.
    6. Richard A. Easterlin, 1992. "Analysis," Challenge, Taylor & Francis Journals, vol. 35(4), pages 51-53, July.
    7. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    8. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    9. Lo, Andrew W & MacKinlay, A Craig, 1990. "Data-Snooping Biases in Tests of Financial Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 3(3), pages 431-467.
    10. Pesaran, M Hashem & Timmermann, Allan, 1995. "Predictability of Stock Returns: Robustness and Economic Significance," Journal of Finance, American Finance Association, vol. 50(4), pages 1201-1228, September.
    11. Lewellen, Jonathan, 1999. "The time-series relations among expected return, risk, and book-to-market," Journal of Financial Economics, Elsevier, vol. 54(1), pages 5-43, October.
    12. Schwert, G William, 1990. "Stock Returns and Real Activity: A Century of Evidence," Journal of Finance, American Finance Association, vol. 45(4), pages 1237-1257, September.
    13. Phillips, P.C.B., 1991. "A Shortcut to LAD Estimator Asymptotics," Econometric Theory, Cambridge University Press, vol. 7(4), pages 450-463, December.
    14. Chen, Nai-Fu, 1991. "Financial Investment Opportunities and the Macroeconomy," Journal of Finance, American Finance Association, vol. 46(2), pages 529-554, June.
    15. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    16. Rosenberg, Barr, 1974. "Extra-Market Components of Covariance in Security Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(2), pages 263-274, March.
    17. La Porta, Rafael, 1996. "Expectations and the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 51(5), pages 1715-1742, December.
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    Cited by:

    1. Wolfgang Drobetz & Rebekka Haller & Christian Jasperneite & Tizian Otto, 2019. "Predictability and the cross section of expected returns: evidence from the European stock market," Journal of Asset Management, Palgrave Macmillan, vol. 20(7), pages 508-533, December.
    2. Yu-Shang Kuo & Jen-Tsung Huang, 2022. "Factor-Based Investing in Market Cycles: Fama–French Five-Factor Model of Market Interest Rate and Market Sentiment," JRFM, MDPI, vol. 15(10), pages 1-24, October.
    3. Bauer, Rob & Derwall, Jeroen & Molenaar, Roderick, 2004. "The real-time predictability of the size and value premium in Japan," Pacific-Basin Finance Journal, Elsevier, vol. 12(5), pages 503-523, November.
    4. 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.
    5. Golam Sarwar & Cesario Mateus & Natasa Todorovic, 2017. "A tale of two states: asymmetries in the UK small, value and momentum premiums," Applied Economics, Taylor & Francis Journals, vol. 49(5), pages 456-476, January.
    6. Chen, Hsiu-Lang & De Bondt, Werner, 2004. "Style momentum within the S&P-500 index," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 483-507, September.
    7. Georgi Nalbantov & Rob Bauer & Ida Sprinkhuizen-Kuyper, 2006. "Equity style timing using support vector regressions," Applied Financial Economics, Taylor & Francis Journals, vol. 16(15), pages 1095-1111.
    8. 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.
    9. 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.
    10. 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.
    11. Chao, Hsiao-Ying & Collver, Charles & Limthanakom, Natcha, 2012. "Global style momentum," Journal of Empirical Finance, Elsevier, vol. 19(3), pages 319-333.
    12. Chen Su, 2021. "A comprehensive investigation into style momentum strategies in China," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 35(1), pages 101-144, March.
    13. Ardia, David & Boudt, Kris & Wauters, Marjan, 2016. "The economic benefits of market timing the style allocation of characteristic-based portfolios," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 38-62.
    14. Chou, Pin-Huang & Ko, Kuan-Cheng & Yang, Nien-Tzu, 2019. "Asset growth, style investing, and momentum," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 108-124.
    15. Manuel Ammann & Michael Verhofen, 2006. "The Effect of Market Regimes on Style Allocation," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 20(3), pages 309-337, September.

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