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An Application Of Models Of Speculative Behaviour To Oil Prices

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  • Shu-ping Shi

    ()

  • Vipin Arora

    ()

Abstract

We estimate three different models of speculative behaviour using oil price data. There are two major results: (i) The three-regime model of Brooks and Katsaris (2005) and a three-regime variant of van Norden and Schaller (2002) fit the oil price data reasonably well; and (ii) Both models show that the probabilities of being in a bubble collapsing state and a bubble expansion state spike in late-2008/early-2009. This provides some support for the claim by Phillips and Yu (2010) and Gilbert (2010) that a bubble in oil prices existed for short period in 2008.

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Bibliographic Info

Paper provided by Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University in its series CAMA Working Papers with number 2011-11.

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Length: 9 pages
Date of creation: May 2011
Date of revision:
Handle: RePEc:een:camaaa:2011-11

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  1. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-88, October.
  2. Simon van Norden & Huntley Schaller, 2002. "Fads or bubbles?," Empirical Economics, Springer, vol. 27(2), pages 335-362.
  3. 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.
  4. Chris Brooks & Apostolos Katsaris, 2005. "A Three-Regime Model of Speculative Behaviour: Modelling the Evolution of the S&P 500 Composite Index," Economic Journal, Royal Economic Society, vol. 115(505), pages 767-797, 07.
  5. Peter C.B.Phillips & Jun Yu, 2009. "Dating the Timeline of Financial Bubbles During the Subprime Crisis," Working Papers CoFie-07-2009, Sim Kee Boon Institute for Financial Economics.
  6. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-45, November.
  7. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
  8. Robert S. Pindyck, 1992. "The Present Value Model of Rational Commodity Pricing," NBER Working Papers 4083, National Bureau of Economic Research, Inc.
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Citations

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Cited by:
  1. Arora, Vipin & Tanner, Matthew, 2013. "Do oil prices respond to real interest rates?," Energy Economics, Elsevier, vol. 36(C), pages 546-555.
  2. Claudio Morana, 2012. "Oil Price Dynamics, Macro-Finance Interactions and the Role of Financial Speculation," Working Papers 2012.07, Fondazione Eni Enrico Mattei.
  3. Hendrik Kaufmannz & Robinson Kruse, 2013. "Bias-corrected estimation in potentially mildly explosive autoregressive models," CREATES Research Papers 2013-10, School of Economics and Management, University of Aarhus.
  4. Vipin Arora & Pedro Gomis-Porqueras & Shuping Shi, 2011. "Testing for Explosive Behaviour in Relative Inflation Measures: Implications for Monetary Policy," Monash Economics Working Papers 37-11, Monash University, Department of Economics.
  5. Vipin Arora & Shuping Shi, 2013. "A Heterogenous Agent Foundation for Tests of Asset Price Bubbles," CAMA Working Papers 2013-35, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  6. Shu-Ping Shi & Yong Song, 2012. "Identifying Speculative Bubbles with an Infinite Hidden Markov Model," Working Paper Series 26_12, The Rimini Centre for Economic Analysis.
  7. Koliai, Lyes & Avouyi-Dovi, Sanvi & Ano Sujithan, Kuhanathan, 2014. "On the determinants of food price volatility," Economics Papers from University Paris Dauphine 123456789/12798, Paris Dauphine University.

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