The backwardation and contango in the futures markets are explained by two popular theories, namely the theory of storage and the theory of risk premium. The investment assets tend to follow the theory of risk premium, whereas the consumption assets are likely to follow the theory of storage. As India is the largest importer of gold, and gold is used for consumption purposes (mostly by jewellers, who store gold as a consumption commodity), we empirically test whether backwardation in the gold market is explained by the theory of storage. We use the indirect test of the theory of storage developed by Fama and French (1988, Journal of Finance, Vol. 4, p. 1075), calculate the interest adjusted basis (IAB) and test the implications of the theory of storage. We also use two asymmetric models of the Generalized Autoregressive Conditional Heteroscedastic (GARCH) family to understand the asymmetric volatility of IAB. We find that the Indian gold futures markets partially follow the theory of storage; however, we do not find any support of asymmetric behaviour of IAB in the contango and backwardation markets. Our results suggest that in the context of the Indian gold market, keeping inventory has minimal benefits, and gold behaves more like an investment asset.
AftabM., ShahS. Z. A., & IsmailI. (2019). Does gold act as a hedge or a safe haven against equity and currency in Asia?Global Business Review,20(1), 105–118. https://doi.org/10.1177/0972150918803993
2.
AhmadiM., Bashiri BehmiriN., & ManeraM. (2020). The theory of storage in the crude oil futures market, the role of financial conditions. Journal of Futures Markets,40(7), 1160–1175. https://doi.org/10.1002/fut.22113
3.
AnandA. (1999). The impossibility of full carry markets. https://doi.org/10.2139/ssrn.191570
4.
Austrolib. (2020). Backwardation returns to the gold market. https://seekingalpha.com/article/4332853-backwardation-returns-to-gold-market
5.
BaurD. (2013). The autumn effect of gold. Research in International Business and Finance,27, 1–11.
6.
BaurD. G., & LuceyB. M. (2010). Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financial Review,45(2), 217–229. https://doi.org/10.1111/j.1540-6288.2010.00244.x
7.
BaurD. G., & McDermottT. K. (2010). Is gold a safe haven? International evidence. Journal of Banking and Finance,34(8), 1886–1898. https://doi.org/10.1016/j.jbankfin.2009.12.008
8.
BeckmannJ., BergerT., & CzudajR. (2015). Does gold act as a hedge or a safe haven for stocks? A smooth transition approach. Economic Modelling,48, 16–24. https://doi.org/10.1016/j.econmod.2014.10.044
9.
BessembinderH., CoughenourJ. F., SeguinP. J., & SmollerM. M. (1995). Mean reversion in equilibrium asset prices: Evidence from the futures term structure. The Journal of Finance,50(1), 361. https://doi.org/10.2307/2329250
10.
BrennanM. J. (1958). The supply of storage. The American Economic Review,48(1), 50–72. https://www.jstor.org/stable/1812340
11.
BrennanM. J. (1991). The price of convenience and the valuation of commodity contingent claims. In D. Lund & B. Oaksendal (Eds.), Stochastic models and option values (pp. 33–71). Emerald Group Publishing Limited.
12.
BrooksC., ProkopczukM., & WuY. (2013). Commodity futures prices: More evidence on forecast power, risk premia and the theory of storage. Quarterly Review of Economics and Finance,53(1), 73–85. https://doi.org/10.1016/j.qref.2013.01.003
13.
ChoD. W., & McDougallG. S. (1990). The supply of storage in energy futures markets. The Journal of Futures Markets,10(6), 611–621. https://doi.org/10.1002/fut.3990100605
14.
FamaE. F., & FrenchK. R. (1987). Commodity futures prices: Some evidence on forecast power, premiums, and the theory of storage. The Journal of Business. https://doi.org/10.1086/296385
15.
FamaE. F., & FrenchK. R. (1988). Business cycles and the behavior of metals prices. The Journal of Finance,43(5), 1075. https://doi.org/10.2307/2328207
16.
FeketeA. E. (2008). Red alert: Gold backwardation!!!https://www.researchgate.net/publication/266894534_RED_ALERT_GOLD_BACKWARDATION
17.
GaoA. H., & WangG. H. K. (2005). Asymmetric volatility of basis and the theory of storage. Journal of Futures Markets,25(4), 399–418. https://doi.org/10.1002/fut.20144
18.
GemanH., & NguyenV. N. (2005). Soybean inventory and forward curve dynamics. Management Science,51(7), 1076–1091. https://doi.org/10.1287/mnsc.1050.0361
19.
GemanH., & SmithW. O. (2013). Theory of storage, inventory and volatility in the LME base metals. Resources Policy,38(1), 18–28. https://doi.org/10.1016/j.resourpol.2012.06.014
20.
GemanH., & TunaruR. (2013). Commercial real-estate inventory and theory of storage. Journal of Futures Markets,33(7), 675–694. https://doi.org/10.1002/fut.21559
21.
GhoshD., LevinE. J., MacmillanP., & WrightR. E. (2004). Gold as an inflation hedge?Studies in Economics and Finance,22(1), 1–25. https://doi.org/10.1108/eb043380
22.
GibsonR., & SchwartzE. S. (1990). Stochastic convenience yield and the pricing of oil contingent claims. The Journal of Finance,45(3), 959. https://doi.org/10.2307/2328801
23.
GrayR. W., & PeckA. E. (1981). The Chicago wheat futures market: Recent problems in historical perspective. Food Research Institude Studies,XVIII(1), 89–115.
24.
HeaneyR. (1998). A test of the cost-of-carry relationship using the London metal exchange lead contract. The Journal of Futures Markets,18(2), 177–200. https://doi.org/10.1002/(SICI)1096-9934(199804)18:2<177::AID-FUT4>3.0.CO;2-C
25.
HoodM., & MalikF. (2013). Is gold the best hedge and a safe haven under changing stock market volatility?Review of Financial Economics,22, 47–52.
26.
IqbalJ. (2017). Does gold hedge stock market, inflation and exchange rate risks? An econometric investigation. International Review of Economics and Finance,48, 1–17. https://doi.org/10.1016/j.iref.2016.11.005
27.
JacobJ., & VarmaJ. R. (2016). Viability of a gold exchange in India. https://web.iima.ac.in/users/webrequest/files/IGPC/Viability-of-gold-exchange-report-final-edited.pdf
28.
KaldorN. (1939). Speculation and economic stability. Review of Economic Studies,7(1), 1–27. https://doi.org/10.2307/2967593
29.
KeynesJ. M. (1930). A treatise on money (Vol. II: The Applied Theory of Money edition). Macmillan.
30.
KucherO., & KurovA. (2014). Business cycle, storage, and energy prices. Review of Financial Economics,23(4), 217–226. https://doi.org/10.1016/j.rfe.2014.09.001
31.
KumarB. (2016). Asymmetric volatility of net convenience yield: Evidence from Indian commodity futures markets. Proceedings of the 5th Economic & Finance Conference, Miami. https://doi.org/10.20472/efc.2016.005.012
32.
LienD. D. (1987). The inventory effect in commodity futures markets: An empirical study. Journal of Futures Markets,7(6), 637–652. https://doi.org/10.1002/fut.3990070604
33.
MazaheriA. (1999). Convenience yield, mean reverting prices, and long memory in the petroleum market. Applied Financial Economics,9(1), 31–50. https://doi.org/10.1080/096031099332519
MishraP. K. (2014). Gold price and capital market movement in India: The Toda–Yamamoto approach. Global Business Review,15(1), 37–45. https://doi.org/10.1177/0972150913515597
36.
OmuraA., TodorovaN., LiB., & ChungR. (2015). Convenience yield and inventory accessibility: Impact of regional market conditions. Resources Policy,44, 1–11. https://doi.org/10.1016/j.resourpol.2014.12.002
37.
ReboredoJ. C., & Rivera-CastroM. A. (2014). Can gold hedge and preserve value when the US dollar depreciates? Economic Modelling,39, 168–173. https://doi.org/10.1016/j.econmod.2014.02.038
38.
SerletisA., & HullemanV. (1994). Business cycles and the behavior of energy prices. Energy Journal,15(2), 125–134. https://doi.org/10.5547/ISSN0195-6574-EJ-Vol15-No2-7
39.
SerletisA., & ShahmoradiA. (2006). Futures trading and the storage of North American natural gas. OPEC Review,30(1), 19–26. https://doi.org/10.1111/j.1468-0076.2006.00158.x
40.
StepanekC., WalterM., & RathgeberA. (2013). Is the convenience yield a good indicator of a commodity’s supply risk?Resources Policy,38(3), 395–405. https://doi.org/10.1016/j.resourpol.2013.06.001
41.
StronzikM., RammersdorferM., & NeumannA. (2008). Theory of storage - An empirical assessment of the European natural gas market. 2008 5th International Conference on the European Electricity Market, EEM, 1–6. https://doi.org/10.1109/EEM.2008.4579106
42.
TelserL. G. (1958). Futures trading and the storage of cotton and wheat. Journal of Political Economy,66(3), 233–255. https://doi.org/10.1086/258036
43.
ThompsonS. (1986). Returns to storage in coffee and cocoa futures markets. Journal of Futures Markets,6(4), 541–564. https://doi.org/10.1002/fut.3990060404
44.
WeinerK. (2018). Permanent gold backwardation, report 30 September 2018. https://www.kitco.com/commentaries/2018-10-02/Permanent-Gold-Backwardation-Report-30-Sep-2018.html
45.
WorkingH. (1949). The theory of price of storage. American Economic Review,39(6), 1254–1262.
46.
World Gold Council. (2020). Gold Demand Trends Q1 2020. https://www.gold.org/download/file/14810/gdt-q1-2020-statistics-en.xlsx
