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Alternative trading strategies to beat “buy-and-hold”

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  • Hui, Eddie C.M.
  • Chan, Ka Kwan Kevin

Abstract

In the past, many investors believed in the “buy-and-hold” strategy based on the efficient market hypothesis (EMH). However, since the global financial crisis in 2008, there has been more and more criticism on the EMH. As a result, many people attempted to find a trading strategy to outperform “buy-and-hold”. In particular, Hui and Chan (2017) construct a generalized time-dependent strategy and test it on 12 stock indices, but they show mixed results. In light of this, this study constructs two new trading strategies. Instead of buying or selling the stock index immediately when the estimator of Shiryaev–Zhou index μˆin changes sign as in Hui and Chan (2017)’s strategy, we wait until μˆin remains at the same sign for two or three consecutive days before buying or selling the stock index for our new strategies. This reduces the number of times of trading the stock index for our strategies. We apply our strategies on six securitized real estate indices and six general equity indices. The results show that our newly constructed Strategy 3 (after μˆin changes sign, we wait until μˆin remains at the same sign for three consecutive days before changing our buying/selling position) outperforms the other two strategies in overall, especially when transaction costs exist. This study can act as a reference for investors to formulate better trading strategies to earn more profit in this globalized modern financial market with increasing market fluctuations.

Suggested Citation

  • Hui, Eddie C.M. & Chan, Ka Kwan Kevin, 2019. "Alternative trading strategies to beat “buy-and-hold”," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
    • Handle: RePEc:eee:phsmap:v:534:y:2019:i:c:s0378437119304108
    DOI: 10.1016/j.physa.2019.04.036
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    References listed on IDEAS

    as
    1. Liehr, Stefan & Pawelzik, Klaus, 2000. "A trading strategy with variable investment from minimizing risk to profit ratio," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 287(3), pages 524-538.
    2. Satyajit Chatterjee & Burcu Eyigungor, 2015. "A Quantitative Analysis of the US Housing and Mortgage Markets and the Foreclosure Crisis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(2), pages 165-184, April.
    3. Merton, Robert C., 1971. "Optimum consumption and portfolio rules in a continuous-time model," Journal of Economic Theory, Elsevier, vol. 3(4), pages 373-413, December.
    4. Albert Shiryaev & Zuoquan Xu & Xun Yu Zhou, 2008. "Response to comment on 'Thou shalt buy and hold'," Quantitative Finance, Taylor & Francis Journals, vol. 8(8), pages 761-762.
    5. Kevin Fox Gotham, 2009. "Creating Liquidity out of Spatial Fixity: The Secondary Circuit of Capital and the Subprime Mortgage Crisis," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 33(2), pages 355-371, June.
    6. Y. Lemp'eri`ere & C. Deremble & P. Seager & M. Potters & J. P. Bouchaud, 2014. "Two centuries of trend following," Papers 1404.3274, arXiv.org.
    7. Burton G. Malkiel, 2005. "Reflections on the Efficient Market Hypothesis: 30 Years Later," The Financial Review, Eastern Finance Association, vol. 40(1), pages 1-9, February.
    8. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    9. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    10. Alan Walks, 2014. "Canada's Housing Bubble Story: Mortgage Securitization, the State, and the Global Financial Crisis," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 38(1), pages 256-284, January.
    11. Paul A. Samuelson, 2011. "Lifetime Portfolio Selection by Dynamic Stochastic Programming," World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 31, pages 465-472, World Scientific Publishing Co. Pte. Ltd..
    12. repec:pri:cepsud:91malkiel is not listed on IDEAS
    13. Bruce N. Lehmann, 1990. "Fads, Martingales, and Market Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 1-28.
    14. E. Hui & J. Wright & S. Yam, 2014. "Calendar Effects and Real Estate Securities," The Journal of Real Estate Finance and Economics, Springer, vol. 49(1), pages 91-115, July.
    15. John G. Gallo & Larry J. Lockwood & Ying Zhang, 2013. "Structuring Global Property Portfolios: A Cointegration Approach," Journal of Real Estate Research, American Real Estate Society, vol. 35(1), pages 53-82.
    16. Cheng, Ping & Lin, Zhenguo & Liu, Yingchun, 2010. "Illiquidity, transaction cost, and optimal holding period for real estate: Theory and application," Journal of Housing Economics, Elsevier, vol. 19(2), pages 109-118, June.
    17. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    18. Conrad, Jennifer & Gultekin, Mustafa N & Kaul, Gautam, 1997. "Profitability of Short-Term Contrarian Strategies: Implications for Market Efficiency," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 379-386, July.
    19. Kenourgios, Dimitris & Dimitriou, Dimitrios, 2015. "Contagion of the Global Financial Crisis and the real economy: A regional analysis," Economic Modelling, Elsevier, vol. 44(C), pages 283-293.
    20. Sewraj, Deeya & Gebka, Bartosz & Anderson, Robert D.J., 2018. "Identifying contagion: A unifying approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 224-240.
    21. Eddie Hui & Philip Yam & John Wright & Kevin Chan, 2014. "Shall we buy and hold? Evidence from Asian real estate markets," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 32(2), pages 168-186, February.
    22. Albert Shiryaev & Zuoquan Xu & Xun Yu Zhou, 2008. "Thou shalt buy and hold," Quantitative Finance, Taylor & Francis Journals, vol. 8(8), pages 765-776.
    23. Hui, Eddie C.M. & Chen, Jia, 2012. "Investigating the change of causality in emerging property markets during the financial tsunami," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(15), pages 3951-3962.
    24. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    25. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    26. Mardi Dungey & Eric Renault, 2018. "Identifying contagion," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 227-250, March.
    27. Masaki Mori & Alan J. Ziobrowski, 2011. "Performance of Pairs Trading Strategy in the U.S. REIT Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(3), pages 409-428, September.
    28. Martin Herdegen & Sebastian Herrmann, 2019. "Strict local martingales and optimal investment in a Black–Scholes model with a bubble," Mathematical Finance, Wiley Blackwell, vol. 29(1), pages 285-328, January.
    29. Henry R. Richardson, 1989. "A Minimum Variance Result in Continuous Trading Portfolio Optimization," Management Science, INFORMS, vol. 35(9), pages 1045-1055, September.
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