Symeonidis, Lazaros and Prokopczuk, Marcel and Brooks, Chris and Lazar, Emese (2012): Futures basis, inventory and commodity price volatility: An empirical analysis.
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We employ a large dataset of physical inventory data on 21 different commodities for the period 1993-2011 to empirically analyze the behaviour of commodity prices and their volatility as predicted by the theory of storage. We examine two main issues. First, we explore the relationship between inventory and the shape of the forward curve. Low (high) inventory is associated with forward curves in backwardation (contango), as the theory of storage predicts. Second, we show that price volatility is a decreasing function of inventory for the majority of commodities in our sample. This effect is more pronounced in backwardated markets. Our findings are robust with respect to alternative inventory measures and over the recent commodity price boom period.
|Item Type:||MPRA Paper|
|Original Title:||Futures basis, inventory and commodity price volatility: An empirical analysis|
|Keywords:||Forward curves, inventory, commodity price volatility, theory of storage, convenience yield|
|Subjects:||C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C59 - Other
C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C22 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
G - Financial Economics > G0 - General > G00 - General
G - Financial Economics > G1 - General Financial Markets > G13 - Contingent Pricing; Futures Pricing
|Depositing User:||Lazaros Symeonidis|
|Date Deposited:||08. Jul 2012 07:32|
|Last Modified:||11. Feb 2013 16:52|
Baffes, J. and T. Haniotis (2010). Placing the 2006/08 commodity price boom into perspective. Policy Research Working paper, World Bank.
Bessembinder, H. (1992). Systematic risk, hedging pressure, and risk premiums in futures markets. Review of Financial Studies 5 (4), 637–667.
Bhar, R. and S. Hamori (2008). Information content of commodity futures prices for monetary policy. Economic Modelling 25 (2), 274–283.
Black, F. (1976). The pricing of commodity contracts. Journal of Financial Economics 3 (1-2), 167–179.
Bodie, Z. (1983). Commodity futures as a hedge against inflation. Journal of Portfolio Management 9 (3), 12–17.
Bodie, Z. and V. Rosansky (1980). Risk and return in commodity futures. Financial Analysts Journal 36 (3), 27–39.
Brennan, M. (1958). The supply of storage. American Economic Review 48 (1), 50–72.
Brooks, C. and M. Prokopczuk (2011). The dynamics of commodity prices. Working paper. SSRN.
Buyuksahin, B., M. Haigh, and M. Robe (2010). Commodities and equities: Ever a market of one? Journal of Alternative Investments 12 (3), 76–95.
Buyuksahin, B. and M. Robe (2010). Speculators, commodities and crossmarket linkages. Working paper, SSRN.
Carbonez, K., T. Nguyen, and P. Sercu (2010). The asymmetric effects of scarcity and abundance on storable commodity price dynamics and hedge ratios. Working paper. Katholieke Universiteit Leuven.
Chambers, M. and R. Bailey (1996). A theory of commodity price fluctuations. Journal of Political Economy 104 (5), 924–957.
Cootner, P. (1960). Returns to speculators: Telser versus keynes. The Journal of Political Economy 68 (4), 396–404.
Dahl, C. and E. Iglesias (2009). Volatility spill-overs in commodity spot prices: New empirical results. Economic Modelling 26 (3), 601–607.
Daskalaki, C., A. Kostakis, and G. Skiadopoulos (2012). Are there common factors in commodity futures returns? working paper, University of Piraeus.
Daskalaki, C. and G. Skiadopoulos (2011). Should investors include commodities in their portfolios after all? New evidence. Journal of Banking and Finance 35 (10), 2606–2626.
De Roon, F., T. Nijman, and C. Veld (2000). Hedging pressure effects in futures markets. The Journal of Finance 55 (3), 1437–1456.
De Roon, F. and M. Szymanowska (2010). The cross-section of commodity futures returns. Working paper. SSRN.
Deaton, A. and G. Laroque (1992). On the behaviour of commodity prices. Review of Economic Studies 59 (1), 1–23.
Dusak, K. (1973). Futures trading and investor returns: An investigation of commodity market risk premiums. The Journal of Political Economy,1387–1406.
Edwards, F. and J. Park (1996). Do managed futures make good investments? Journal of Futures Markets 16 (5), 475–517.
Erb, C. and C. Harvey (2006). The strategic and tactical value of commodity futures. Financial Analysts Journal, 69–97.
Fabozzi, F., R. Fuess, and D. Kaiser (2008). A primer on commodity investing. The Handbook of Commodity Investing.
Fama, E. and K. French (1987). Commodity futures prices: Some evidence on forecast power, premiums, and the theory of storage. Journal of Business 60 (1), 55–73.
Fama, E. and K. French (1988). Business cycles and the behavior of metals prices. Journal of Finance 43 (5), 1075–1093.
French, K. (1986). Detecting spot price forecasts in futures prices. Journal of Business 59 (2), 39–54.
Fuertes, A., J. Miffre, and G. Rallis (2010). Tactical allocation in commodity futures markets: Combining momentum and term structure signals. Journal of Banking and Finance 34 (10), 2530–2548.
Geman, H. (2005). Commodities and commodity derivatives. Wiley. England.
Geman, H. and V. Nguyen (2005). Soybean inventory and forward curve dynamics. Management Science 51 (7), 1076–1091.
Geman, H. and S. Ohana (2009). Forward curves, scarcity and price volatility in oil and natural gas markets. Energy Economics 31 (4), 576–585.
Gorton, G., F. Hayashi, and K. Rouwenhorst (2007). The fundamentals of commodity futures returns. forthcoming, Review of Finance.
Gorton, G. and K. Rouwenhorst (2006). Facts and fantasies about commodity futures. Financial Analysts Journal 62 (2), 47–68.
Hicks, J. (1939). Value and capital, Volume 2. Oxford U.P., Cambridge.
Hirshleifer, D. (1989). Determinants of hedging and risk premia in commodity futures markets. Journal of Financial and Quantitative Analysis 24 (03), 313–331.
Irwin, S. and D. Sanders (2011). Index funds, financialization, and commodity futures markets. Applied Economic Perspectives and Policy 33 (1), 1–31.
Jagannathan, R. (1985). An investigation of commodity futures prices using the consumption-based intertemporal capital asset pricing model. Journal of Finance, 175–191.
Kaldor, N. (1939). Speculation and economic stability. Review of Economic Studies 7 (1), 1–27.
Keynes, J. (1930). Treatise on money: Pure theory of money, Volume 1. Macmillan, London.
Kogan, L., D. Livdan, and A. Yaron (2009). Oil futures prices in a production economy with investment constraints. Journal of Finance 64 (3), 1345–1375.
Lien, D. and L. Yang (2008). Asymmetric effect of basis on dynamic futures hedging: Empirical evidence from commodity markets. Journal of Banking and Finance 32 (2), 187–198.
Miffre, J. and G. Rallis (2007). Momentum strategies in commodity futures markets. Journal of Banking and Finance 31 (6), 1863–1886.
Milonas, N. and S. Thomadakis (1997). Convenience yields as call options: An empirical analysis. Journal of Futures Markets 17 (1), 1–15.
Newey, W. and K. West (1987). A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55 (3), 703–708.
Ng, V. and S. Pirrong (1994). Fundamentals and volatility: Storage, spreads, and the dynamics of metals prices. Journal of Business 67 (2), 203–230.
Ng, V. and S. Pirrong (1996). Price dynamics in refined petroleum spot and futures markets. Journal of Empirical Finance 2 (4), 359–388.
Routledge, B., D. Seppi, and C. Spatt (2000). Equilibrium forward curves for commodities. Journal of Finance 55 (3), 1297–1338.
Silvennoinen, A. and S. Thorp (2010). Financialization, crisis and commodity correlation dynamics. Working paper. University of Technology Sydney.
Tang, K. and W. Xiong (2010). Index investment and financialization of commodities. Technical report, National Bureau of Economic Research.
Telser, L. (1958). Futures trading and the storage of cotton and wheat. Journal of Political Economy 66 (3), 233–255.
Williams, J. and B. Wright (1991). Storage and commodity markets. Cambridge University Press. US.
Working, H. (1948). Theory of the inverse carrying charge in futures markets. Journal of Farm Economics 30 (1), 1–28.