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Volatility‐managed commodity futures portfolios

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  • Jangkoo Kang
  • Kyung Yoon Kwon

Abstract

This paper examines whether the volatility management suggested by Moreira and Muir to improve profitability in the equity market can generate significant benefits both in‐sample and out‐of‐sample in commodity futures markets as well. The in‐sample results show the significant success of volatility management from the 12‐month momentum and market portfolio, but the out‐of‐sample results show that volatility management fails to improve real‐time performance, which indicates that in‐sample results are not obtainable for real‐time investors in the commodity futures markets. To understand the failure of volatility management, we perform the simulation analysis and find that a negative risk‐return relation seems to play a pivotal role in addition to strong volatility persistency to make volatility management successful.

Suggested Citation

  • Jangkoo Kang & Kyung Yoon Kwon, 2021. "Volatility‐managed commodity futures portfolios," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(2), pages 159-178, February.
  • Handle: RePEc:wly:jfutmk:v:41:y:2021:i:2:p:159-178
    DOI: 10.1002/fut.22175
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    1. Victor DeMiguel & Lorenzo Garlappi & Raman Uppal, 2009. "Optimal Versus Naive Diversification: How Inefficient is the 1-N Portfolio Strategy?," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1915-1953, May.
    2. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    3. Jangkoo Kang & Kyung Yoon Kwon, 2019. "How about selling commodity futures losers?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(12), pages 1489-1514, December.
    4. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    5. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    6. Jangkoo Kang & Kyung Yoon Kwon, 2017. "Momentum in International Commodity Futures Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(8), pages 803-835, August.
    7. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    8. Jobson, J D & Korkie, Bob M, 1981. "Performance Hypothesis Testing with the Sharpe and Treynor Measures," Journal of Finance, American Finance Association, vol. 36(4), pages 889-908, September.
    9. Moskowitz, Tobias J. & Ooi, Yao Hua & Pedersen, Lasse Heje, 2012. "Time series momentum," Journal of Financial Economics, Elsevier, vol. 104(2), pages 228-250.
    10. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    11. Hong, Harrison & Yogo, Motohiro, 2012. "What does futures market interest tell us about the macroeconomy and asset prices?," Journal of Financial Economics, Elsevier, vol. 105(3), pages 473-490.
    12. Gurdip Bakshi & Xiaohui Gao & Alberto G. Rossi, 2019. "Understanding the Sources of Risk Underlying the Cross Section of Commodity Returns," Management Science, INFORMS, vol. 65(2), pages 619-641, February.
    13. Barroso, Pedro & Santa-Clara, Pedro, 2015. "Momentum has its moments," Journal of Financial Economics, Elsevier, vol. 116(1), pages 111-120.
    14. Miffre, Joelle & Rallis, Georgios, 2007. "Momentum strategies in commodity futures markets," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1863-1886, June.
    15. Cederburg, Scott & O’Doherty, Michael S. & Wang, Feifei & Yan, Xuemin (Sterling), 2020. "On the performance of volatility-managed portfolios," Journal of Financial Economics, Elsevier, vol. 138(1), pages 95-117.
    16. Ana‐Maria Fuertes & Joëlle Miffre & Adrian Fernandez‐Perez, 2015. "Commodity Strategies Based on Momentum, Term Structure, and Idiosyncratic Volatility," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(3), pages 274-297, March.
    17. Qian Shen & Andrew C. Szakmary & Subhash C. Sharma, 2007. "An examination of momentum strategies in commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 27(3), pages 227-256, March.
    18. Marta Szymanowska & Frans Roon & Theo Nijman & Rob Goorbergh, 2014. "An Anatomy of Commodity Futures Risk Premia," Journal of Finance, American Finance Association, vol. 69(1), pages 453-482, February.
    19. Alan Moreira & Tyler Muir, 2017. "Volatility-Managed Portfolios," Journal of Finance, American Finance Association, vol. 72(4), pages 1611-1644, August.
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    Cited by:

    1. Abhishek Subramanian & Parthajit Kayal, 2023. "Application of Volatility-Managed Portfolios in the Context of a Volatility Index," Working Papers 2023-242, Madras School of Economics,Chennai,India.
    2. John Hua Fan & Tingxi Zhang, 2024. "Commodity premia and risk management," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(7), pages 1097-1116, July.
    3. Qi Xu & Ying Wang, 2021. "Managing volatility in commodity momentum," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(5), pages 758-782, May.

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