Bubbles in food commodity markets: Four decades of evidence
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DOI: 10.1016/j.jimonfin.2013.08.008
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- Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015.
"Testing For Multiple Bubbles: Historical Episodes Of Exuberance And Collapse In The S&P 500,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1043-1078, November.
- Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2013. "Testing for Multiple Bubbles 1: Historical Episodes of Exuberance and Collapse in the S&P 500," Working Papers 04-2013, Singapore Management University, School of Economics.
- Peter C.B. Phillips & Shu-Ping Shi & Jun Yu, 2013. "Testing for Multiple Bubbles: Historical Episodes of Exuberance and Collapse in the S&P 500," Cowles Foundation Discussion Papers 1914, Cowles Foundation for Research in Economics, Yale University.
- Irwin, Scott H. & Sanders, Dwight R., 2012.
"Financialization and Structural Change in Commodity Futures Markets,"
Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 44(3), pages 371-396, August.
- Irwin, Scott H. & Sanders, Dwight R., 2012. "Financialization and Structural Change in Commodity Futures Markets," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-26, August.
- Eugenio S. A. Bobenrieth & Juan R. A. Bobenrieth & Brian D. Wright, 2014.
"Bubble Troubles? Rational Storage, Mean Reversion, and Runs in Commodity Prices,"
NBER Chapters, in: The Economics of Food Price Volatility, pages 193-208,
National Bureau of Economic Research, Inc.
- Eugenio S. A. Bobenrieth & Juan R. A. Bobenrieth & Brian D. Wright, 2013. "Bubble Troubles? Rational Storage, Mean Reversion and Runs in Commodity Prices," NBER Working Papers 19037, National Bureau of Economic Research, Inc.
- Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2011.
"Testing for Multiple Bubbles,"
Working Papers
CoFie-03-2011, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2012. "Testing for Multiple Bubbles," Working Papers 13-2012, Singapore Management University, School of Economics.
- Peter C.B. Phillips & Shu-Ping Shi & Jun Yu, 2012. "Testing for Multiple Bubbles," Cowles Foundation Discussion Papers 1843, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B. Phillips & Shu-Ping Shi & Jun Yu, 2011. "Testing for Multiple Bubbles," Working Papers 09-2011, Singapore Management University, School of Economics.
- Peter C. B. Phillips & Jun Yu, 2011.
"Dating the timeline of financial bubbles during the subprime crisis,"
Quantitative Economics, Econometric Society, vol. 2(3), pages 455-491, November.
- Peter C. B. Phillips & Jun Yu, 2009. "Dating the Timeline of Financial Bubbles During the Subprime Crisis," Working Papers 18-2009, Singapore Management University, School of Economics.
- Peter C. B. Phillips & Jun Yu, 2010. "Dating the Timeline of Financial Bubbles during the Subprime Crisis," Cowles Foundation Discussion Papers 1770, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B.Phillips & Jun Yu, 2009. "Dating the Timeline of Financial Bubbles During the Subprime Crisis," Working Papers CoFie-07-2009, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Peter C. B. Phillips & Jun Yu, 2009. "Dating the Timeline of Financial Bubbles During the Subprime Crisis," Finance Working Papers 23051, East Asian Bureau of Economic Research.
- Peter C. B. Phillips & Yangru Wu & Jun Yu, 2011.
"EXPLOSIVE BEHAVIOR IN THE 1990s NASDAQ: WHEN DID EXUBERANCE ESCALATE ASSET VALUES?,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 201-226, February.
- Peter C. B. Phillips & Yangru Wu & Jun Yu, 2007. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers 222007, Hong Kong Institute for Monetary Research.
- Peter C.B. PHILIPS & Yangru WU & Jun YU, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers 19-2009, Singapore Management University, School of Economics.
- Peter C.B. Phillips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Cowles Foundation Discussion Papers 1699, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B.Phillips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers CoFie-03-2008, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Peter C.B. Philips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq : When Did Exuberance Escalate Asset Values?," Finance Working Papers 23050, East Asian Bureau of Economic Research.
- Philip Garcia, 2004. "A selected review of agricultural commodity futures and options markets," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(3), pages 235-272, September.
- Williams,Jeffrey C. & Wright,Brian D., 2005.
"Storage and Commodity Markets,"
Cambridge Books,
Cambridge University Press, number 9780521023399, January.
- Williams,Jeffrey C. & Wright,Brian D., 1991. "Storage and Commodity Markets," Cambridge Books, Cambridge University Press, number 9780521326162, January.
- van Norden Simon & Vigfusson Robert, 1998. "Avoiding the Pitfalls: Can Regime-Switching Tests Reliably Detect Bubbles?," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 3(1), pages 1-24, April.
- Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
- James G. MacKinnon, 2002.
"Bootstrap inference in econometrics,"
Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(4), pages 615-645, November.
- James G. MacKinnon, 2002. "Bootstrap inference in econometrics," Canadian Journal of Economics, Canadian Economics Association, vol. 35(4), pages 615-645, November.
- Christopher L. Gilbert, 2010. "Speculative Influences On Commodity Futures Prices 2006-2008," UNCTAD Discussion Papers 197, United Nations Conference on Trade and Development.
- Goncalves, Silvia & Kilian, Lutz, 2004.
"Bootstrapping autoregressions with conditional heteroskedasticity of unknown form,"
Journal of Econometrics, Elsevier, vol. 123(1), pages 89-120, November.
- Gonçalves, Sílvia & Kilian, Lutz, 2002. "Bootstrapping autoregressions with conditional heteroskedasticity of unknown form," Working Paper Series 196, European Central Bank.
- Kilian, Lutz & Gonçalves, Sílvia, 2002. "Bootstrapping Autoregressions with Conditional Heteroskedasticity of Unknown Form," Discussion Paper Series 1: Economic Studies 2002,26, Deutsche Bundesbank.
- Silvia Gonçalves & Lutz Kilian, 2003. "Bootstrapping Autoregressions with Conditional Heteroskedasticity of Unknown Form," CIRANO Working Papers 2003s-17, CIRANO.
- GONÇALVES, Silvia & KILIAN, Lutz, 2003. "Bootstrapping Autoregressions with Conditional Heteroskedasticity of Unknown Form," Cahiers de recherche 2003-01, Universite de Montreal, Departement de sciences economiques.
- Gonçalves, Sílvia & KILIAN, Lutz, 2003. "Bootstrapping Autoregressions with Conditional Heteroskedasticity of Unknown Form," Cahiers de recherche 01-2003, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Ronald W. Anderson, 1985. "Some determinants of the volatility of futures prices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 5(3), pages 331-348, September.
- Dwight R. Sanders & Scott H. Irwin, 2012.
"A Reappraisal of Investing in Commodity Futures Markets,"
Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 515-530.
- Dwight R. Sanders & Scott H. Irwin, 2012. "A Reappraisal of Investing in Commodity Futures Markets," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 515-530.
- Pindyck, Robert S, 1993.
"The Present Value Model of Rational Commodity Pricing,"
Economic Journal, Royal Economic Society, vol. 103(418), pages 511-530, May.
- Pindyck, Robert S., 1991. "The present value model of rational commodity pricing," Working papers 3354-91., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Robert S. Pindyck, 1992. "The Present Value Model of Rational Commodity Pricing," NBER Working Papers 4083, National Bureau of Economic Research, Inc.
- Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015.
"Testing For Multiple Bubbles: Limit Theory Of Real‐Time Detectors,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1079-1134, November.
- Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2013. "Testing for Multiple Bubbles 2: Limit Theory of Real Time Detectors," Working Papers CoFie-04-2013, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2013. "Testing for Multiple Bubbles 2: Limit Theory of Real Time Detectors," Working Papers 05-2013, Singapore Management University, School of Economics.
- Peter C.B. Phillips & Shu-Ping Shi & Jun Yu, 2013. "Testing for Multiple Bubbles: Limit Theory of Real Time Detectors," Cowles Foundation Discussion Papers 1915, Cowles Foundation for Research in Economics, Yale University.
- Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-930, September.
- William G. Tomek, 1997. "Commodity Futures Prices as Forecasts," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 19(1), pages 23-44.
- Cavaliere, Giuseppe & Taylor, A.M. Robert, 2008. "Bootstrap Unit Root Tests For Time Series With Nonstationary Volatility," Econometric Theory, Cambridge University Press, vol. 24(1), pages 43-71, February.
- William G. Tomek & Hikaru Hanawa Peterson, 2001. "Risk Management in Agricultural Markets: A Review," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(10), pages 953-985, October.
- Forsythe, Robert & Palfrey, Thomas R & Plott, Charles R, 1984. "Futures Markets and Informational Efficiency: A Laboratory Examination," Journal of Finance, American Finance Association, vol. 39(4), pages 955-981, September.
- 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..
- Fama, Eugene F & French, Kenneth R, 1987. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums,and the Theory of Storage," The Journal of Business, University of Chicago Press, vol. 60(1), pages 55-73, January.
- Tirole, Jean, 1982. "On the Possibility of Speculation under Rational Expectations," Econometrica, Econometric Society, vol. 50(5), pages 1163-1181, September.
- Piesse, Jenifer & Thirtle, Colin, 2009. "Three bubbles and a panic: An explanatory review of recent food commodity price events," Food Policy, Elsevier, vol. 34(2), pages 119-129, April.
- Hikaru Hanawa Peterson & William G. Tomek, 2005.
"How much of commodity price behavior can a rational expectations storage model explain?,"
Agricultural Economics, International Association of Agricultural Economists, vol. 33(3), pages 289-303, November.
- Peterson, Hikaru Hanawa & Tomek, William G., 2003. "How Much Of Commodity Price Behavior Can A Rational Expectations Storage Model Explain?," Staff Papers 30712, Kansas State University, Department of Agricultural Economics.
- Good, Darrel L. & Irwin, Scott H. & Isengildina, Olga, 2006.
"The Value of USDA Situation and Outlook Information in Hog and Cattle Markets,"
Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(2), pages 1-21, August.
- Isengildina, Olga & Irwin, Scott H. & Good, Darrel L., 2005. "The Value of USDA Situation and Outlook Information in Hog and Cattle Markets," 2005 Conference, April 18-19, 2005, St. Louis, Missouri 19050, NCR-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
- Phillips, Peter C.B. & Magdalinos, Tassos, 2007.
"Limit theory for moderate deviations from a unit root,"
Journal of Econometrics, Elsevier, vol. 136(1), pages 115-130, January.
- Peter C.B. Phillips & Tassos Magdalinos, 2004. "Limit Theory for Moderate Deviations from a Unit Root," Cowles Foundation Discussion Papers 1471, Cowles Foundation for Research in Economics, Yale University.
- Charles Noussair & Steven Tucker, 2006. "Futures Markets And Bubble Formation In Experimental Asset Markets," Pacific Economic Review, Wiley Blackwell, vol. 11(2), pages 167-184, June.
- Scott H. Irwin & Dwight R. Sanders, 2011.
"Index Funds, Financialization, and Commodity Futures Markets,"
Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 1-31.
- Scott H. Irwin & Dwight R. Sanders, 2011. "Index Funds, Financialization, and Commodity Futures Markets," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 1-31.
- Carter, Colin A., 1999. "Commodity futures markets: a survey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 43(2), pages 1-39, June.
- Dabin Wang & William G. Tomek, 2007. "Commodity Prices and Unit Root Tests," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(4), pages 873-889.
- Phillips,Garry D. A. & Tzavalis,Elias (ed.), 2007. "The Refinement of Econometric Estimation and Test Procedures," Cambridge Books, Cambridge University Press, number 9780521870535, January.
- Luciano Gutierrez, 2013. "Speculative bubbles in agricultural commodity markets-super- †," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(2), pages 217-238, March.
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More about this item
Keywords
Bubble; Commodity; Explosive; Food; Futures market;All these keywords.
JEL classification:
- D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
- G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
- Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
- Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
Statistics
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