Inventory information arrival and the crude oil futures market
Corresponding Author
Tarek Chebbi
Oman College of Management and Technology, Dept. of Administrative and Financial Sciences, Barka, Sultanate of Oman
Correspondence
Tarek Chebbi, Oman College of Management and Technology, Department of Administrative and Financial Sciences, 320, Barka, Sultanate of Oman.
Email: [email protected]
Search for more papers by this authorWaleed Hmedat
Oman College of Management and Technology, Dept. of Administrative and Financial Sciences, Barka, Sultanate of Oman
Yarmouk University, Irbid, Jordan
Search for more papers by this authorCorresponding Author
Tarek Chebbi
Oman College of Management and Technology, Dept. of Administrative and Financial Sciences, Barka, Sultanate of Oman
Correspondence
Tarek Chebbi, Oman College of Management and Technology, Department of Administrative and Financial Sciences, 320, Barka, Sultanate of Oman.
Email: [email protected]
Search for more papers by this authorWaleed Hmedat
Oman College of Management and Technology, Dept. of Administrative and Financial Sciences, Barka, Sultanate of Oman
Yarmouk University, Irbid, Jordan
Search for more papers by this authorAbstract
The objective of this paper is to provide a deeper insight into the impact of weekly inventory announcements and especially their associated surprises on crude oil returns and volatility during the period from 27 March 2012 to 2 October 2018. The results can be summarized as follows. First, we find that all inventory surprises exert an inverse impact on the oil price returns. Such impact appears more pronounced during the collapse and post-collapse periods, than during the pre-collapse period. Second, we show that the reducing volatility effects of inventory shocks that we establish for the whole period are entirely attributed to those observed in the pre-collapse period. Third, the different effects obtained for positive and negative shocks support evidence that our split of inventory news by nature matters. Fourth, compared to macroeconomic and unconventional monetary news, the inventory statements appear as the most pertinent news during the event window. Fifth, we find evidence also that the effect of the uncertainty about economic stance, when it is significant, changes the way the oil prices and volatility react to inventory surprises, and hence weakens the effectiveness of the inventory policy. Lastly, we make an original use of the information content of the implied volatility to assess the persistence of the link between the conditional variance and the inventory news. The central finding is that the implied volatility enters with a significant effect on the conditional variance for WTI oil returns and namely with a reduced volatility persistence. Also, a significant effect from inventory surprises namely when we split the announcements into negative and positive news is detected even the implied volatility is introduced exogenously in the GARCH-type variance specification highlighting the predominance of our main variable.
CONFLICT OF INTEREST
The authors have declared no conflict of interest.
Open Research
DATA AVAILABILITY STATEMENT
The findings of this paper are based on the following resources available in the public domain: Data for API's oil inventory changes and their forecasts were derived from http://www.investing.com; LSAP monetary announcements were obtained from the Fed's website; Data for macroeconomic surprises were downloaded from https://sites.google.com/site/chiarascottifrb/research?authuser=0; Data for policy uncertainty were obtained from https://www.policyuncertainty.com/; Data for crude oil OVX were sourced from the Federal Reserve Bank at Saint Louis (https://fred.stlouisfed.org/).
REFERENCES
- Aastveit, K. A., Natvik, G. J., & Sola, S. (2017). Economic uncertainty and the influence of monetary policy. Journal of International Money and Finance, 76, 50–67.
- Andersen, T. G. (1996). Return flow and trading volume: An information flow interpretation of stochastic volatility. Journal of Finance, 51(1), 169–204.
- Andersen, T. G., Bollerslev, T., Diebold, F., & Vega, C. (2003). Micro effects of macro announcements: Real-time price discovery in foreign exchange. The American Economic Review, 93, 38–62.
- Awartani, B. M. A., & Corradi, V. (2005). Predicting the volatility of the S&P-500 stock index via GARCH models: The role of asymmetries. International Journal of Forecasting, 21, 167–183.
- Ayadi, M. A., Ben Omrane, W., Lazrak, S., & Yan, X. (2019). OPEC production decisions, macroeconomic news, and volatility in the Canadian currency and oil markets. Finance Research Letters, forthcoming, 37, 101366.
- Baker, S., Bloom, N., & Davis, S. J. (2016). Measuring economic policy uncertainty. Quarterly Journal of Economics, 131(4), 1593–1636.
- Bjursell, J., Gentle, J. E., & Wang, G. H. K. (2015). Inventory announcements, jump dynamics, volatility and trading volume in U.S. energy futures markets. Energy Economics, 48, 336–349.
- Blanchard, O. (1981). Output, the stock market, and interest rates. American Economic Review, 71, 132–143.
- Bomfim, A. (2003). Pre-announcement effects, news effects, and volatility: Monetary policy and the stock market. Journal of Banking & Finance, 27, 133–151.
- Boyd, J., Hu, J., & Jagannathan, R. (2005). The stock market's reaction to unemployment news: Why bad news is usually good for stocks. Journal of Finance, 60, 649–672.
- Brenner, M., Pasquariello, P., & Subrahmanyam, M. (2009). On the volatility and comovement of US financial markets around macroeconomic news announcements. Journal of Financial and Quantitative Analysis, 44(6), 12–65.
- Chan, K. F., & Gray, P. (2017). Do scheduled macroeconomic announcements influence energy price jumps? Journal of Futures Markets, 37(1), 71–89.
- Chang, C., Daouk, H., & Wang, A. (2009). Do investors learn about analyst accuracy? A study of the oil futures market. Journal of Futures Markets, 29, 414–429.
- Chebbi, T. (2018). The impact of unconventional monetary policy shocks on crude oil futures market. Journal of Energy Markets, 11(1), 21–34.
- Chebbi, T. (2019a). What does unconventional monetary policy do to stock markets in the euro area? International Journal of Finance and Economics, 24(1), 391–411.
- Chebbi, T. (2019b). On the effects of asset purchase programs on emerging stock markets. International Economic Journal, 33(3), 408–430.
10.1080/10168737.2019.1636844 Google Scholar
- Chebbi, T. (2019c). The inventory change surprise's role in energy price behavior. International Journal of Global Energy Issues, 42(1–2), 1–20.
- Chen, H., Liu, L., & Li, X. (2018). The predictive content of CBOE crude oil volatility index. Physica A, 492, 837–850.
- Cheong, C. W. (2009). Modelling and forecasting crude oil markets using ARCH-type models. Energy Policy, 37, 2346–2355.
- Christiansen, C., & Ranaldo, A. (2007). Realized bond-stock correlation: Macroeconomic announcement effects. Journal of Futures Markets, 27(5), 439–469.
- Christensen, J. H. E., & Rudebusch, G. D. (2012). The response of interest rates to U.S. and U.K. quantitative easing. Economic Journal, 122, 385–414.
- Deaton, A., & Laroque, G. (1996). Competitive storage and commodity price dynamics. Journal of Political Economy, 104, 896–923.
- Dorsey, T. J., DeRosier, T. F., Keeton, P. L., Morrison, S. L., & Parker, J. B. (2007). Commodity strategies: High-profit techniques for investors and traders. John Wiley & Sons, Inc.
- Dutta, A., Bouri, E., & Roubaud, D. (2020). Modelling the volatility of crude oilreturns: Jumps and volatility forecasts. International Journal of Finance and Economics, 26, 1–9. https://doi.org/10.1002/ijfe.1826
- Elder, J., Miao, H., & Ramchander, S. (2013). Jumps in oil prices: The role of economic news. The Energy Journal, 34, 217–237.
- Elder, J., Miao, H., & Ramchander, S. (2014). Price discovery in crude oil futures. Energy Economics, 46, 18–27.
- Frankel, J. A. (2006). The effect of monetary policy on real commodity prices (p. w12713). National Bureau of Economic Research.
- Gagnon, J., Raskin, M., Remache, J., & Sack, B. (2011). The financial market effect of Federal Reserve's large-scale asset purchases. International Journal of Central Banking, 7(1), 3–43.
- Geman, H., & Nguyen, V.-N. (2005). Soybean inventory and forward curve dynamics. Management Science, 51, 1076–1091.
- Glick, R., & Leduc, S. (2012). Central bank announcements of asset purchases and the impact on global financial and commodity markets. Journal of International Money and Finance, 31(8), 2078–2101.
- Glosten, L. R., Jagannathan, R., & Runkle, D. E. (1993). On the relation between the expected value and the volatility of the nominal excess return on stocks. Journal of Finance, 48(5), 1779–1801.
- Gospodinov, N., & Jamali, I. (2015). The response of stock market volatility to futures-based measures of monetary policy shocks. International Review of Economics and Finance, 37(1), 42–54.
- Gürkaynak, R. S., Sack, B., & Swanson, E. T. (2005). Do actions speak louder than words? The response of asset prices to monetary policy actions and statements. International Journal of Central Banking, 1(1), 55–93.
- Halova, M. W., Kurov, A., & Kucher, O. (2014). Noisy inventory announcements and energy prices. Journal of Futures Markets, 34, 911–933.
- Hammoudeh, S., & Li, H. (2005). Oil sensitivity and systematic risk in oil-sensitive stock indices. Journal of Economics and Business, 57, 1–21.
10.1016/j.jeconbus.2004.08.002 Google Scholar
- Hanson, S. G., & Stein, J. C. (2015). Monetary policy and long-term real rates. Journal of Financial Economics, 115(3), 429–448.
- Haugom, E., Langeland, H., Molnár, P., & Westgaard, S. (2014). Forecasting volatility of the U. S. Oil market. Journal of Banking and Finance, 47, 1–14.
- Hui, B. U. (2014). Effect of inventory announcements on crude oil price volatility. Energy Economics, 46, 485–494.
- Jones, C. M., & Kaul, G. (1996). Oil and the stock markets. Journal of Finance, 51, 463–491.
- Jones, C., Lamont, O., & Lumsdaine, R. (1998). Macroeconomic news and bond market volatility. Journal of Financial Economics, 47, 315–337.
- Kalev, S., Liu, W. M., Pham, P. K., & Jarnecic, E. (2004). Public information arrival and volatility of intraday stock returns. Journal of Banking and Finance, 28, 1441–1467.
- Kanas, A. (2013). The risk-return relation and VIX: Evidence from the S&P 500. Empirical Economics, 44(3), 1291–1314.
- Kang, S. H., Kang, S. M., & Yoon, S. M. (2009). Forecasting volatility of crude oil markets. Energy Economics, 31, 119–125.
- Karpoff, J. (1987). The relation between price changes and trading volume: A survey. Journal of Financial and Quantitative Analysis, 22(1), 109–123.
- Kilian, L. (2009). Not all oil price shocks are alike: Disentangling demand and supply shocks in the crude oil market. American Economic Review, 99, 1053–1069.
- Kilian, L., & Lee, T. K. (2014). Quantifying the speculative component in the real price of oil: The role of global oil inventories. Journal of International Money and Finance, 42, 71–87.
- Kilian, L., & Vega, C. (2011). Do energy prices respond to U.S. macroeconomic news? A test of the hypothesis of predetermined energy prices. Review of Economics and Statistics, 93, 660–671.
- Knittel, C. R., & Pindyck, R. S. (2016). The simple economics of commodity price speculation. American Economic Journal: Macroeconomics, 8, 85–110.
- Kozicki, S., Santor, E., & Suchanek, L. (2015). Large-scale asset purchases: Impact on commodity prices and international spillover effects. Bank of Canada Working Paper 2015-21.
- Krishnamurthy, A., & Vissing-Jorgensen, A. (2011). The effects of quantitative easing on interest rates: Channels and implications for policy. Brookings Papers on Economic Activity, 2, 215–287.
10.1353/eca.2011.0019 Google Scholar
- Kurov, A., & Stan, R. (2018). Monetary policy uncertainty and the market reaction to macroeconomic news. Journal of Banking and Finance, 86, 127–142.
- Lamoureux, C. G., & Lastrapes, W. D. (1990). Heteroscedasticity in stock return data: Volume versus GARCH effects. Journal of Finance, 45, 221–229.
- Linn, S. C., & Zhu, Z. (2004). Natural gas prices and the gas storage report: Public news and volatility in energy futures markets. Journal of Futures Markets, 24(3), 283–313.
- Miao, H., Ramchander, S., Wang, T., & Yang, J. (2018). The impact of crude oil inventory announcements on prices: Evidence from derivatives markets. Journal of Futures Markets, 38(1), 38–65.
- Miao, H., Ramchander, S., Wang, T., & Yang, D. (2017). Influential factors in crude oil price forecasting. Energy Economics, 68, 77–88.
- Mohammadi, H., & Su, L. (2010). International evidence on crude oil price dynamics: Applications of ARIMA-GARCH models. Energy Economics, 32(5), 1001–1008.
- Morana, C. (2001). A semiparametric approach to short-term oil price forecasting. Energy Economics, 23, 325–338.
- Orphanides, A. (1992). When good news is bad news: Macroeconomic news and the stock market, Board of Governors of the Federal Reserve System Working Paper.
- Pati, P. C., Barai, P., & Rajib, P. (2018). Forecasting stock market volatility and information content of implied volatility index. Applied Economics, 50(23), 2552–2568.
- Pindyck, R. S. (1991). Irreversibility, uncertainty, and investment. Journal of Economic Literature, 29, 1110–1148.
- Roache, S. K., & Rossi, M. (2010). The effects of economic news on commodity prices. The Quarterly Review of Economics and Finance, 50, 377–385.
10.1016/j.qref.2010.02.007 Google Scholar
- Rosa, C. (2014). The high-frequency response of energy prices to U.S. monetary policy: Understanding the empirical evidence. Energy Economics, 45, 295–303.
- Ross, S. (1989). Information and volatility: The no-arbitrage martingale approach to timing and resolution irrelevancy. Journal of Finance, 44(1), 1–17.
- Sadorsky, P. (1999). Oil price shocks and stock market activity. Energy Economics, 21, 449–469.
- Sadorsky, P. (2000). The empirical relationship between energy futures prices and exchange rates. Energy Economics, 22(2), 253–266.
- Sadorsky, P. (2006). Modelling and forecasting petroleum futures volatility. Energy Economics, 28, 467–488.
- Scotti, C. (2016). Surprise and uncertainty indexes: Real-time aggregation of real- activity macro surprises. Journal of Monetary Economics, 82, 1–19.
- Tillmann, P. (2020). Monetary policy uncertainty and the response of the yield curve to policy shocks. Journal of Money, Credit and Banking, 52, 803–833.
- Ye, S., & Karali, B. (2016). The informational content of inventory announcements: Intraday evidence from crude oil futures market. Energy Economics, 59, 349–364.
- Wang, Y., & Wu, C. (2012). Energy prices and exchange rates of the US dollar: Further evidence from linear and nonlinear causality analysis. Economic Modelling, 29, 2289–2297.