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Would You Follow MM or a Profitable Trading Strategy?


  • Brian Baturevich, Gulnur Muradoglu

    () (Minho University, Portugal.)


We investigate the ability of company capital structures to be used as a predictor for abnormal returns. We carry out robustness tests to determine the predictive ability of debt ratios, controlling for size of company, price-toearnings (PE) ratio, market-to-book value ratio (MTBV) and beta. We show that companies in the lowest leverage decile, exhibit the highest abnormal returns – 17% over a three-year period. A strategy of choosing the smallest companies with the lowest leverage yields cumulative abnormal returns (CARs) in excess of 80% over three years.

Suggested Citation

  • Brian Baturevich, Gulnur Muradoglu, 2010. "Would You Follow MM or a Profitable Trading Strategy?," Frontiers in Finance and Economics, SKEMA Business School, vol. 7(2), pages 69-89, October.
  • Handle: RePEc:ffe:journl:v:7:y:2010:i:2:p:69-89

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    References listed on IDEAS

    1. Wilhelm Kohler, 2004. "International outsourcing and factor prices with multistage production," Economic Journal, Royal Economic Society, vol. 114(494), pages 166-185, March.
    2. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    3. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    4. Chi-Chur Chao & Eden S. H. Yu, 2014. "Content Protection, Urban Unemployment, and Welfare," World Scientific Book Chapters,in: TRADE-RELATED INVESTMENT MEASURES Theory and Applications, chapter 8, pages 127-140 World Scientific Publishing Co. Pte. Ltd..
    5. Long, Ngo Van, 2005. "Outsourcing and technology spillovers," International Review of Economics & Finance, Elsevier, vol. 14(3), pages 297-304.
    6. Gorg, Holger & Hanley, Aoife, 2005. "Labour demand effects of international outsourcing: Evidence from plant-level data," International Review of Economics & Finance, Elsevier, vol. 14(3), pages 365-376.
    7. Baldwin, Richard E. & Ottaviano, Gianmarco I. P., 2001. "Multiproduct multinationals and reciprocal FDI dumping," Journal of International Economics, Elsevier, vol. 54(2), pages 429-448, August.
    8. Hartmut Egger & Peter Egger, 2000. "Outsourcing and skill-specific employment in a small economy: Austria and the fall of the Iron Curtain," Economics working papers 2000-24, Department of Economics, Johannes Kepler University Linz, Austria.
    9. Jagdish Bhagwati & Arvind Panagariya, 2004. "The Muddles over Outsourcing," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 93-114, Fall.
    10. Choi, E. Kwan, 2007. "To outsource or not to outsource in an integrated world," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 521-527.
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    More about this item


    Capital Structure; leverage; abnormal returns; trading strategy;

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation


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