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Oil market dynamics: A Markow chain analysis

Author

Listed:
  • Melanie Parravano

    (Banco Central de Venezuela, Oficina de Investigaciones Económicas.)

  • Luis Enrique Pedauga

    (Banco Central de Venezuela, Oficina de Investigaciones Económicas.)

Abstract

Since the seventies the Organization of Petroleum Exporting Countries (OPEC) has exercised a monopolistic power playing a dominant role in the oil market, but with varying degrees of influence. The aim of this investigation is to determine which variables explain changes in OPEC’s market power during the last three decades, based on the assumption that oil market participants compete to maximize their market share in time. In particular, the estimation model assumes that the market participation of the two principal oil exporting country groups (OPEC and Non OPEC) follows an Autoregressive First Order Markov Process, in which transition probabilities vary in time by means of a logistic smooth transition function. Results suggest that the level of real oil prices and economic cycles are relevant variables to explain changes in market share dynamic.

Suggested Citation

  • Melanie Parravano & Luis Enrique Pedauga, 2008. "Oil market dynamics: A Markow chain analysis," Economía, Instituto de Investigaciones Económicas y Sociales (IIES). Facultad de Ciencias Económicas y Sociales. Universidad de Los Andes. Mérida, Venezuela, vol. 33(25), pages 87-115, january-j.
  • Handle: RePEc:ula:econom:v:33:y:2008:i:25:p:87-115
    as

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    References listed on IDEAS

    as
    1. Kosobud, Richard F & Stokes, Houston H, 1978. "Oil Market Share Dynamics: A Markov Chain Analysis of Consumer and Producer Adjustments," Empirical Economics, Springer, vol. 3(4), pages 253-275.
    2. James L. Smith, 2005. "Inscrutable OPEC? Behavioral Tests of the Cartel Hypothesis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 51-82.
    3. Lester C. Hunt & Guy Judge & Yasushi Ninomiya, 2003. "Modelling underlying energy demand trends," Chapters, in: Lester C. Hunt (ed.), Energy in a Competitive Market, chapter 9, Edward Elgar Publishing.
    4. Greene, David L., 1991. "A note on OPEC market power and oil prices," Energy Economics, Elsevier, vol. 13(2), pages 123-129, April.
    5. Ramcharran, Harri, 2002. "Oil production responses to price changes: an empirical application of the competitive model to OPEC and non-OPEC countries," Energy Economics, Elsevier, vol. 24(2), pages 97-106, March.
    6. S. Gurcan Gulen, 1996. "Is OPEC a Cartel? Evidence from Cointegration and Causality Tests," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 43-57.
    7. Greene, David L & Jones, Donald W & Leiby, Paul N, 1998. "The outlook for US oil dependence," Energy Policy, Elsevier, vol. 26(1), pages 55-69, January.
    8. Lucas, Robert E., 1977. "Understanding business cycles," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 5(1), pages 7-29, January.
    9. Lester C. Hunt (ed.), 2003. "Energy in a Competitive Market," Books, Edward Elgar Publishing, number 2519.
    10. Karp, Larry & Newbery, David M, 1991. "OPEC and the U.S. Oil Import Tariff," Economic Journal, Royal Economic Society, vol. 101(405), pages 303-313, March.
    11. MacRae, Elizabeth Chase, 1977. "Estimation of Time-Varying Markov Processes with Aggregate Data," Econometrica, Econometric Society, vol. 45(1), pages 183-198, January.
    12. Adelman, Morris Albert, 1986. "Scarcity and World Oil Prices," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 387-397, August.
    13. R. Cesari, 1994. "A generalized measure of competition," Working Papers 204, Dipartimento Scienze Economiche, Universita' di Bologna.
    14. Dermot Gately & Hiliard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 19-55.
    15. Vickers, John, 1995. "Concepts of Competition," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 1-23, January.
    16. John C.B. Cooper, 2003. "Price elasticity of demand for crude oil: estimates for 23 countries," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 27(1), pages 1-8, March.
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    More about this item

    Keywords

    Oil market; market power; Markov process; logistic smooth transition.;
    All these keywords.

    JEL classification:

    • L71 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Mining, Extraction, and Refining: Hydrocarbon Fuels

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