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Asymmetric Volatility of Net Convenience Yield: Evidence from Indian Commodity Futures Markets

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  • BRAJESH KUMAR

    (Jindal, Global Business School, O P Jindal Gobal University)

Abstract

(NCY). It asserts that the positive NCY should have higher volatility as compared to negative NCY. This paper investigates asymmetric volatility behavior of NCY in Indian commodity futures markets. We model NCY as EGARCH process which captures the asymmetry in volatility of the series. The mean equation of NCY is modeled as autoregressive process with month and period dummies. We also include volatility of the spot prices as explanatory variable. Our results of the asymmetric behavior of NCY indicate that the theory of storage is not valid in Indian commodities market. In most of the agricultural commodities, we do not find asymmetric behavior; the negative shock to NCY increases the volatility of NCY rather than decreasing it. This result contradicts the implications of the theory of storage. In other words, when the spot prices are higher than the futures prices (backwardation), the volatility of spread is higher than volatility of spread when spot prices are lower than the futures prices. Only in case of crude oil, positive NCY has higher volatility than negative NCY.

Suggested Citation

  • Brajesh Kumar, 2016. "Asymmetric Volatility of Net Convenience Yield: Evidence from Indian Commodity Futures Markets," Proceedings of Economics and Finance Conferences 3205752, International Institute of Social and Economic Sciences.
    • Handle: RePEc:sek:iefpro:3205752
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    1. Apostolos Serletis & Asghar Shahmoradi, 2007. "Futures Trading and the Storage of North American Natural Gas," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 8, pages 82-87, World Scientific Publishing Co. Pte. Ltd..
    2. Da‐Hsiang Donald Lien, 1996. "The effect of the cointegration relationship on futures hedging: A note," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(7), pages 773-780, October.
    3. Eugene F. Fama & Kenneth R. French, 2015. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums, and the Theory of Storage," World Scientific Book Chapters, in: Anastasios G Malliaris & William T Ziemba (ed.), THE WORLD SCIENTIFIC HANDBOOK OF FUTURES MARKETS, chapter 4, pages 79-102, World Scientific Publishing Co. Pte. Ltd..
    4. Holbrook Working, 1948. "Theory of the Inverse Carrying Charge in Futures Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(1), pages 1-28.
    5. Apostolos Serletis & Vaughn W. Hulleman, 2007. "Business Cycles and the Behavior of Energy Prices," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 4, pages 38-45, World Scientific Publishing Co. Pte. Ltd..
    6. Robert S. Pindyck, 2001. "The Dynamics of Commodity Spot and Futures Markets: A Primer," The Energy Journal, , vol. 22(3), pages 1-29, July.
    7. Chiou Wei, Song Zan & Zhu, Zhen, 2006. "Commodity convenience yield and risk premium determination: The case of the U.S. natural gas market," Energy Economics, Elsevier, vol. 28(4), pages 523-534, July.
    8. Bryan R. Routledge & Duane J. Seppi & Chester S. Spatt, 2000. "Equilibrium Forward Curves for Commodities," Journal of Finance, American Finance Association, vol. 55(3), pages 1297-1338, June.
    9. Ng, Victor K & Pirrong, Stephen Craig, 1994. "Fundamentals and Volatility: Storage, Spreads, and the Dynamics of Metals Prices," The Journal of Business, University of Chicago Press, vol. 67(2), pages 203-230, April.
    10. repec:bla:jfinan:v:43:y:1988:i:5:p:1075-93 is not listed on IDEAS
    11. Robert Heinkel & Maureen E. Howe & John S. Hughes, 1990. "Commodity convenience yields as an option profit," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 10(5), pages 519-533, October.
    12. Sarahelen Thompson, 1986. "Returns to storage in coffee and cocoa futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 6(4), pages 541-564, December.
    13. Dong W. Cho & Gerald S. McDougall, 1990. "The supply of storage in energy futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 10(6), pages 611-621, December.
    14. Colin A. Carter, 1989. "Arbitrage opportunities between thin and liquid futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 9(4), pages 347-353, August.
    15. Antonios Antoniou & Nuray Ergul & Phil Holmes, 1997. "Market Efficiency, Thin Trading and Non‐linear Behaviour: Evidence from an Emerging Market," European Financial Management, European Financial Management Association, vol. 3(2), pages 175-190, July.
    16. French, Kenneth R, 1986. "Detecting Spot Price Forecasts in Futures Prices," The Journal of Business, University of Chicago Press, vol. 59(2), pages 39-54, April.
    17. Nicholas Kaldor, 1939. "Speculation and Economic Stability," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 7(1), pages 1-27.
    18. William G. Tomek, 1980. "Price Behavior on a Declining Terminal Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 434-444.
    19. A. Mazaheri, 1999. "Convenience yield, mean reverting prices, and long memory in the petroleum market," Applied Financial Economics, Taylor & Francis Journals, vol. 9(1), pages 31-50.
    20. Gray, Roger W. & Peck, Anne E., 1981. "The Chicago Wheat Futures Market: Recent Problems in Historical Perspective," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 18(1), pages 1-28.
    21. Andre H. Gao & George H. K. Wang, 2005. "Asymmetric volatility of basis and the theory of storage," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 25(4), pages 399-418, April.
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    Keywords

    Convenience yield; Asymmetric volatility; EGARCH; The theory of storage; Indian Commodity Futures Markets;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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