Commodity volatility breaks
AbstractVolatility is a key determinant of derivative prices and optimal hedge ratios. This paper examines whether there are structural breaks in commodity spot return volatility using an iterative cumulative sum of squares procedure and then uses GARCH (1,1) to model volatility during each regime.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by Elsevier in its journal Journal of International Financial Markets, Institutions and Money.
Volume (Year): 22 (2012)
Issue (Month): 2 ()
Contact details of provider:
Web page: http://www.elsevier.com/locate/intfin
Commodity spot returns; GARCH; Structural breaks;
Find related papers by JEL classification:
- C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- G01 - Financial Economics - - General - - - Financial Crises
- G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- David S. Jacks, Kevin H. O'Rourke and Jeffrey G. Williamson, 2009.
"Commodity Price Volatility and World Market Integration since 1700,"
The Institute for International Integration Studies Discussion Paper Series
- David S. Jacks & Kevin H. O'Rourke & Jeffrey G. Williamson, 2011. "Commodity Price Volatility and World Market Integration since 1700," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 800-813, August.
- Jacks, David S. & O Rourke, Kevin H. & Williamson, Jeffrey G, 2009. "Commodity Price Volatility and World Market Integration since 1700," CEPR Discussion Papers 7190, C.E.P.R. Discussion Papers.
- David S. Jacks, Kevin H. O'Rourke and Jeffrey G. Williamson, 2009. "Commodity Price Volatility and World Market Integration since 1700," The Institute for International Integration Studies Discussion Paper Series iiisdp280, IIIS.
- David S. Jacks & Kevin H. O'Rourke & Jeffrey G. Williamson, 2009. "Commodity Price Volatility and World Market Integration since 1700," NBER Working Papers 14748, National Bureau of Economic Research, Inc.
- 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 203-30, April.
- Jonathan A. Batten, Cetin Ciner and Brian M. Lucey, 2008.
"The Macroeconomic Determinants of Volatility in Precious Metals Markets,"
The Institute for International Integration Studies Discussion Paper Series
- Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010. "The macroeconomic determinants of volatility in precious metals markets," Resources Policy, Elsevier, vol. 35(2), pages 65-71, June.
- repec:att:wimass:9220 is not listed on IDEAS
- Newey, Whitney K & West, Kenneth D, 1994.
"Automatic Lag Selection in Covariance Matrix Estimation,"
Review of Economic Studies,
Wiley Blackwell, vol. 61(4), pages 631-53, October.
- Kenneth D. West & Whitney K. Newey, 1995. "Automatic Lag Selection in Covariance Matrix Estimation," NBER Technical Working Papers 0144, National Bureau of Economic Research, Inc.
- Stout Lynn A., 2011. "Risk, Speculation, and OTC Derivatives: An Inaugural Essay for Convivium," Accounting, Economics, and Law, De Gruyter, vol. 1(1), pages 1-15, January.
- David McMillan & Mark Wohar, 2011. "Structural breaks in volatility: the case of UK sector returns," Applied Financial Economics, Taylor and Francis Journals, vol. 21(15), pages 1079-1093.
- Paul Cashin & C. John McCDermott, 2002.
"The Long-Run Behavior of Commodity Prices: Small Trends and Big Variability,"
IMF Staff Papers,
Palgrave Macmillan, vol. 49(2), pages 2.
- Paul Cashin & C. John McDermott, 2001. "The Long-Run Behavior of Commodity Prices: Small Trends and Big Variability," IMF Working Papers 01/68, International Monetary Fund.
- NG, Serena & RUGE-MURCIA, Francisco J., 1997.
"Explaining the Persistence of Commodity Prices,"
Cahiers de recherche
9709, Universite de Montreal, Departement de sciences economiques.
- Bahattin Buyuksahin & Jeffrey H. Harris, 2011. "Do Speculators Drive Crude Oil Futures Prices?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 167-202.
- Adair Turner & Jon Farrimond & Jonathan Hill, 2011. "The oil trading markets, 2003--10: analysis of market behaviour and possible policy responses," Oxford Review of Economic Policy, Oxford University Press, vol. 27(1), pages 33-67, Spring.
- Calvo-Gonzalez, Oscar & Shankar, Rashmi & Trezzi, Riccardo, 2010. "Are commodity prices more volatile now ? a long-run perspective," Policy Research Working Paper Series 5460, The World Bank.
- Engle, Robert F & Susmel, Raul, 1993. "Common Volatility in International Equity Markets," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 167-76, April.
- Elena Andreou & Eric Ghysels, 2001.
"Detecting Multiple Breaks in Financial Market Volatility Dynamics,"
University of Cyprus Working Papers in Economics
0202, University of Cyprus Department of Economics.
- Elena Andreou & Eric Ghysels, 2002. "Detecting multiple breaks in financial market volatility dynamics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(5), pages 579-600.
- Elena Andreou & Eric Ghysels, 2001. "Detecting Mutiple Breaks in Financial Market Volatility Dynamics," CIRANO Working Papers 2001s-65, CIRANO.
- Chan, Kalok & Chan, K C & Karolyi, G Andrew, 1991. "Intraday Volatility in the Stock Index and Stock Index Futures Markets," Review of Financial Studies, Society for Financial Studies, vol. 4(4), pages 657-84.
- Thomas Mikosch & Cătălin Stărică, 2004. "Nonstationarities in Financial Time Series, the Long-Range Dependence, and the IGARCH Effects," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 378-390, February.
- McMillan, David G. & Ruiz, Isabel, 2009. "Volatility persistence, long memory and time-varying unconditional mean: Evidence from 10 equity indices," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 578-595, May.
- Baillie, Richard T & Myers, Robert J, 1991. "Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 109-24, April-Jun.
- David E. Rapach & Jack K. Strauss, 2008. "Structural breaks and GARCH models of exchange rate volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(1), pages 65-90.
- Pooter, M.D. de & Dijk, D.J.C. van, 2004. "Testing for changes in volatility in heteroskedastic time series - a further examination," Econometric Institute Report EI 2004-38, Erasmus University Rotterdam, Econometric Institute.
- Abbott, Philip C. & Hurt, Christopher & Tyner, Wallace E., 2008. "What's Driving Food Prices?," Issue Reports 37951, Farm Foundation.
- Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425.
- Gary B. Gorton & Fumio Hayashi & K. Geert Rouwenhorst, 2007.
"The Fundamentals of Commodity Futures Returns,"
NBER Working Papers
13249, National Bureau of Economic Research, Inc.
- Bradley T. Ewing & Farooq Malik, 2010. "Estimating Volatility Persistence in Oil Prices Under Structural Breaks," The Financial Review, Eastern Finance Association, vol. 45(4), pages 1011-1023, November.
- GIOT, Pierre, 2003. "The Asian financial crisis : the start of a regime switch in volatility," CORE Discussion Papers 2003078, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Regnier, Eva, 2007. "Oil and energy price volatility," Energy Economics, Elsevier, vol. 29(3), pages 405-427, May.
- Ke Tang & Wei Xiong, 2010. "Index Investment and Financialization of Commodities," NBER Working Papers 16385, National Bureau of Economic Research, Inc.
- Hillebrand, Eric, 2005. "Neglecting parameter changes in GARCH models," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 121-138.
- Jianping Mei & Limin Guo, 2004. "Political Uncertainty, Financial Crisis and Market Volatility," European Financial Management, European Financial Management Association, vol. 10(4), pages 639-657.
- Ewing, Bradley T. & Malik, Farooq, 2005. "Re-examining the asymmetric predictability of conditional variances: The role of sudden changes in variance," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2655-2673, October.
- Ewing, Bradley T. & Malik, Farooq & Ozfidan, Ozkan, 2002. "Volatility transmission in the oil and natural gas markets," Energy Economics, Elsevier, vol. 24(6), pages 525-538, November.
- Wang, Ping & Moore, Tomoe, 2009. "Sudden changes in volatility: The case of five central European stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 33-46, February.
- Anna Creti & Marc Joëts & Valérie Mignon, 2012.
"On the links between stock and commodity markets' volatility,"
EconomiX Working Papers
2012-42, University of Paris West - Nanterre la Défense, EconomiX.
- Creti, Anna & Joëts, Marc & Mignon, Valérie, 2013. "On the links between stock and commodity markets' volatility," Energy Economics, Elsevier, vol. 37(C), pages 16-28.
- Anna Creti & Marc Joëts & Valérie Mignon, 2012. "On the links between stock and commodity markets' volatility," Working Papers 2012-20, CEPII research center.
- Lund, Diderik & Nymoen, Ragnar, 2013. "Comparative statics for real options on oil: What stylized facts to use?," Memorandum 14/2013, Oslo University, Department of Economics.
- Mensi, Walid & Beljid, Makram & Boubaker, Adel & Managi, Shunsuke, 2013.
"Correlations and volatility spillovers across commodity and stock markets: Linking energies, food, and gold,"
Elsevier, vol. 32(C), pages 15-22.
- Mensi, Walid & Beljid, Makram & Boubaker, Adel & Managi, Shunsuke, 2013. "Correlations and volatility spillovers across commodity and stock markets: Linking energies, food, and gold," MPRA Paper 44395, University Library of Munich, Germany.
- Annastiina Silvennoinen & Susan Thorp, 2010. "Financialization, Crisis and Commodity Correlation Dynamics," Research Paper Series 267, Quantitative Finance Research Centre, University of Technology, Sydney.
- Walid Chkili & Shawkat Hammoudeh & Duc Khuong Nguyen, 2013. "Long memory and asymmetry in the volatility of commodity markets and Basel Accord: choosing between models," Working Papers 9, Department of Research, Ipag Business School.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wendy Shamier).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.