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A cointegrating stock trading strategy: application to listed tanker shipping companies

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  • Nektarios A. Michail

    (Cyprus University of Technology, and Cyprus Centre for Business Research)

  • Konstantinos D. Melas

    (University of Central Lancashire)

Abstract

In the current paper, we propose a strategy to trade a portfolio of listed shipping companies in the US market. In particular, we estimate a co-integrating relationship between the weekly stock market returns of a portfolio of tanker shipping companies and the Baltic Tanker Index, exploiting the close relationship between freight rates and the stock market performance of shipping companies. Our results suggest that a trading strategy on the basis of a co-integrating relationship and a simple moving average rule outperforms, by approximately 50%, a standard buy-and-hold strategy in various investment horizons, often by a very wide margin. Given the latter, the results allow us to enhance the current literature on shipping finance by providing evidence of how simple investment strategies can benefit both retail and institutional investors who do not have direct exposure or experience in the shipping industry by allowing them to include shipping stocks in their portfolios.

Suggested Citation

  • Nektarios A. Michail & Konstantinos D. Melas, 2019. "A cointegrating stock trading strategy: application to listed tanker shipping companies," Journal of Shipping and Trade, Springer, vol. 4(1), pages 1-10, December.
  • Handle: RePEc:spr:josatr:v:4:y:2019:i:1:d:10.1186_s41072-019-0049-2
    DOI: 10.1186/s41072-019-0049-2
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    1. Wolfgang Drobetz & Dirk Schilling & Lars Tegtmeier, 2010. "Common risk factors in the returns of shipping stocks," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(2), pages 93-120, March.
    2. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    3. Theodore Syriopoulos & Efthimios Roumpis, 2009. "Asset allocation and value at risk in shipping equity portfolios," Maritime Policy & Management, Taylor & Francis Journals, vol. 36(1), pages 57-78, February.
    4. Andreas Merikas & Dimitrios Gounopoulos & Christos Nounis, 2009. "Global shipping IPOs performance," Maritime Policy & Management, Taylor & Francis Journals, vol. 36(6), pages 481-505, December.
    5. Papapostolou, Nikos C. & Pouliasis, Panos K. & Nomikos, Nikos K. & Kyriakou, Ioannis, 2016. "Shipping investor sentiment and international stock return predictability," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 96(C), pages 81-94.
    6. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    7. Suleyman Basak & Anna Pavlova, 2016. "A Model of Financialization of Commodities," Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
    8. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    9. Panayides, Photis M. & Lambertides, Neophytos & Savva, Christos S., 2011. "The relative efficiency of shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(5), pages 681-694, September.
    10. David F. Hendry & Katarina Juselius, 2001. "Explaining Cointegration Analysis: Part II," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 75-120.
    11. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    12. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    13. Alexandrou, George & Gounopoulos, Dimitrios & Thomas, Hardy M., 2014. "Mergers and acquisitions in shipping," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 61(C), pages 212-234.
    14. Ahmed A. El-Masry & Mojisola Olugbode & John Pointon, 2010. "The exposure of shipping firms’ stock returns to financial risks and oil prices: a global perspective," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(5), pages 453-473, April.
    15. Amir H. Alizadeh & Nikos K. Nomikos, 2006. "Trading strategies in the market for tankers," Maritime Policy & Management, Taylor & Francis Journals, vol. 33(2), pages 119-140, May.
    16. Nikos C. Papapostolou & Nikos K. Nomikos & Panos K. Pouliasis & Ioannis Kyriakou, 2014. "Investor Sentiment for Real Assets: The Case of Dry Bulk Shipping Market," Review of Finance, European Finance Association, vol. 18(4), pages 1507-1539.
    17. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    18. Koichiro Tezuka & Masahiro Ishii & Motokazu Ishizaka, 2012. "Relationship between CAPM- β and market changes in the Japanese liner shipping industry," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(3), pages 297-319, May.
    19. Costas TH Grammenos & Angelos G Arkoulis, 2002. "Macroeconomic Factors and International Shipping Stock Returns," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 4(1), pages 81-99, March.
    20. Sadorsky, Perry, 1999. "Oil price shocks and stock market activity," Energy Economics, Elsevier, vol. 21(5), pages 449-469, October.
    21. Neophytos Lambertides & Christodoulos Louca, 2008. "Ownership structure and operating performance: evidence from the European maritime industry," Maritime Policy & Management, Taylor & Francis Journals, vol. 35(4), pages 395-409, August.
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    Cited by:

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    2. Michail Nektarios A. & Melas Konstantinos D., 2022. "Geopolitical Risk and the LNG-LPG Trade," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 28(3), pages 243-265, September.

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