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Clustering in crude oil prices and the target pricing zone hypothesis

Author

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  • Bharati, Rakesh
  • Crain, Susan J.
  • Kaminski, Vincent

Abstract

This paper studies the target pricing zone (TPZ) hypothesis for crude oil by examining price clustering in the dollar digit. It is hypothesized that price clustering occurs within an established TPZ if OPEC is able to defend the upper and lower bounds through output changes. The results show that prices strongly cluster around the dollar digit value of 9 within the TPZ sub-periods, but not outside the sub-periods. Furthermore, the degree of clustering declines when production capacity utilization is high and when production significantly exceeds quotas, consistent with OPEC's inability to defend the zone. Nine-centered clustering also results in lower contemporaneous and next-day volatility. These results support the target pricing zone hypothesis of crude oil.

Suggested Citation

  • Bharati, Rakesh & Crain, Susan J. & Kaminski, Vincent, 2012. "Clustering in crude oil prices and the target pricing zone hypothesis," Energy Economics, Elsevier, vol. 34(4), pages 1115-1123.
  • Handle: RePEc:eee:eneeco:v:34:y:2012:i:4:p:1115-1123
    DOI: 10.1016/j.eneco.2011.09.009
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    as
    1. Krichene, Noureddine, 2002. "World crude oil and natural gas: a demand and supply model," Energy Economics, Elsevier, vol. 24(6), pages 557-576, November.
    2. Christie, William G & Schultz, Paul H, 1994. "Why Do NASDAQ Market Makers Avoid Odd-Eighth Quotes?," Journal of Finance, American Finance Association, vol. 49(5), pages 1813-1840, December.
    3. Allaudeen Hameed & Eric Terry, 1998. "The Effect of Tick Size on Price Clustering and Trading Volume," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(7‐8), pages 849-867, September.
    4. Raj Aggarwal & Brian M. Lucey, 2007. "Psychological barriers in gold prices?," Review of Financial Economics, John Wiley & Sons, vol. 16(2), pages 217-230.
    5. D. Chapman & N. Khanna, 2000. "World oil: the growing case for international policy," Contemporary Economic Policy, Western Economic Association International, vol. 18(1), pages 1-13, January.
    6. repec:aen:journl:2005v26-01-a03 is not listed on IDEAS
    7. Geroski, Paul A & Ulph, Alistair M & Ulph, David T, 1987. "A Model of the Crude Oil Market in Which Market Conduct Varies," Economic Journal, Royal Economic Society, vol. 97(388a), pages 77-86, Supplemen.
    8. repec:aen:journl:2004v25-04-a04 is not listed on IDEAS
    9. repec:aen:journl:1988v09-03-a02 is not listed on IDEAS
    10. Kandel, Shmuel & Sarig, Oded & Wohl, Avi, 2001. "Do investors prefer round stock prices? Evidence from Israeli IPO auctions," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1543-1551, August.
    11. Hammoudeh, Shawkat & Madan, Vibhas, 1995. "Expectations, target zones, and oil price dynamics," Journal of Policy Modeling, Elsevier, vol. 17(6), pages 597-613, December.
    12. Alhajji, A. F. & Huettner, David, 2000. "OPEC and other commodity cartels: a comparison," Energy Policy, Elsevier, vol. 28(15), pages 1151-1164, December.
    13. repec:aen:journl:2004v25-01-a03 is not listed on IDEAS
    14. 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.
    15. Stevenson, Richard A & Bear, Robert M, 1970. "Commodity Futures: Trends or Random Walks?," Journal of Finance, American Finance Association, vol. 25(1), pages 65-81, March.
    16. Paul R. Krugman, 1991. "Target Zones and Exchange Rate Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 669-682.
    17. repec:aen:journl:1991v12-04-a08 is not listed on IDEAS
    18. Spilimbergo, Antonio, 2001. "Testing the hypothesis of collusive behavior among OPEC members," Energy Economics, Elsevier, vol. 23(3), pages 339-353, May.
    19. Harris, Lawrence, 1991. "Stock Price Clustering and Discreteness," The Review of Financial Studies, Society for Financial Studies, vol. 4(3), pages 389-415.
    20. Gottlieb, Gary & Kalay, Avner, 1985. "Implications of the Discreteness of Observed Stock Prices," Journal of Finance, American Finance Association, vol. 40(1), pages 135-153, March.
    21. Christie, William G & Harris, Jeffrey H & Schultz, Paul H, 1994. "Why Did NASDAQ Market Makers Stop Avoiding Odd-Eighth Quotes?," Journal of Finance, American Finance Association, vol. 49(5), pages 1841-1860, December.
    22. Charles Kahn & George Pennacchi & Ben Sopranzetti, 1999. "Bank Deposit Rate Clustering: Theory and Empirical Evidence," Journal of Finance, American Finance Association, vol. 54(6), pages 2185-2214, December.
    23. Allaudeen Hameed & Eric Terry, 1998. "The Effect of Tick Size on Price Clustering and Trading Volume," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(7&8), pages 849-867.
    24. repec:aen:journl:2000v21-03-a02 is not listed on IDEAS
    25. Oded Palmon & Barton A. Smith & Ben J. Sopranzetti, 2004. "Clustering in Real Estate Prices: Determinants and Consequences," Journal of Real Estate Research, American Real Estate Society, vol. 26(2), pages 115-136.
    26. Gault, John & Spierer, Charles & Bertholet, Jean-Luc & Karbassioun, Bahman, 1999. "How does OPEC allocate quotas?," Journal of Energy Finance & Development, Elsevier, vol. 4(2), pages 137-148.
    27. Griffin, James M, 1985. "OPEC Behavior: A Test of Alternative Hypotheses," American Economic Review, American Economic Association, vol. 75(5), pages 954-963, December.
    28. Loderer, Claudio, 1985. "A Test of the OPEC Cartel Hypothesis: 1974-1983," Journal of Finance, American Finance Association, vol. 40(3), pages 991-1006, July.
    29. M. F. M. Osborne, 1962. "Periodic Structure in the Brownian Motion of Stock Prices," Operations Research, INFORMS, vol. 10(3), pages 345-379, June.
    30. A. Slaibi & D. Chapman & H. Daouk, 2010. "A geopolitical theory of oil price behaviour: an econometric evaluation," Applied Economics, Taylor & Francis Journals, vol. 42(22), pages 2783-2800.
    31. Duane Chapman & Neha Khanna, 2001. "An Economic Analysis Of Aspects Of Petroleum And Military Security In The Persian Gulf," Contemporary Economic Policy, Western Economic Association International, vol. 19(4), pages 371-381, October.
    32. Donaldson, R. Glen & Kim, Harold Y., 1993. "Price Barriers in the Dow Jones Industrial Average," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(3), pages 313-330, September.
    33. repec:aen:journl:2009v30-02-a09 is not listed on IDEAS
    34. Riccardo Curcio & Charles Goodhart, 1991. "The Clustering of Bid/Ask Prices and the Spread in the Foreign Exchange Market," FMG Discussion Papers dp110, Financial Markets Group.
    35. Sopranzetti, Ben J. & Datar, Vinay, 2002. "Price clustering in foreign exchange spot markets," Journal of Financial Markets, Elsevier, vol. 5(4), pages 411-417, October.
    36. Tang, Linghui & Hammoudeh, Shawkat, 2002. "An empirical exploration of the world oil price under the target zone model," Energy Economics, Elsevier, vol. 24(6), pages 577-596, November.
    37. Adelman, M. A., 2002. "World oil production & prices 1947-2000," The Quarterly Review of Economics and Finance, Elsevier, vol. 42(2), pages 169-191.
    38. repec:aen:journl:1990v11-03-a06 is not listed on IDEAS
    39. Gately, Dermot, 1984. "A Ten-Year Retrospective: OPEC and the World Oil Market," Journal of Economic Literature, American Economic Association, vol. 22(3), pages 1100-1114, September.
    40. Huang, Roger D. & Stoll, Hans R., 2001. "Tick Size, Bid-Ask Spreads, and Market Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 503-522, December.
    41. Petter Vegard Hansen & Lars Lindholt, 2008. "The market power of OPEC 1973-2001," Applied Economics, Taylor & Francis Journals, vol. 40(22), pages 2939-2959.
    42. Schindler, Robert M & Kirby, Patrick N, 1997. "Patterns of Rightmost Digits Used in Advertised Prices: Implications for Nine-Ending Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 192-201, September.
    43. Mitchell, Jason & Izan, H.Y., 2006. "Clustering and psychological barriers in exchange rates," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(4), pages 318-344, October.
    44. Duane Chapman & Neha Khanna, 2006. "The Persian Gulf, Global Oil Resources, And International Security," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 507-519, October.
    45. Ahn, Hee-Joon & Cai, Jun & Cheung, Yan Leung, 2005. "Price clustering on the limit-order book: Evidence from the Stock Exchange of Hong Kong," Journal of Financial Markets, Elsevier, vol. 8(4), pages 421-451, November.
    46. 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.
    Full references (including those not matched with items on IDEAS)

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    Keywords

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    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • L71 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Mining, Extraction, and Refining: Hydrocarbon Fuels
    • Q38 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Government Policy (includes OPEC Policy)

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