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How To Group Market Participants? Heterogeneity In Hedging Behavior

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Author Info
Pennings, Joost M.E.
Garcia, Philip
Irwin, Scott H.
Good, Darrel L.

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Abstract

Using a generalized mixture model, we model individual heterogeneity by identifying groups of participants that respond in a similar manner to the determinants of economic behavior. The procedure emphasizes the role of theory as the determinants of behavior are used to simultaneously explain market activities and to discriminate among groups of market participants. We show the appealing properties of this modeling approach by comparing it with two often used grouping methods in an empirical study in which we estimate the factors affecting market participants' hedging behavior.

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Publisher Info
Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 2003 Annual meeting, July 27-30, Montreal, Canada with number 21963.

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Date of creation: 2003
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Handle: RePEc:ags:aaea03:21963

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Keywords: Institutional and Behavioral Economics;

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  1. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. " Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-58, December. [Downloadable!] (restricted)
    Other versions:
  2. Nance, Deana R & Smith, Clifford W, Jr & Smithson, Charles W, 1993. " On the Determinants of Corporate Hedging," Journal of Finance, American Finance Association, vol. 48(1), pages 267-84, March. [Downloadable!] (restricted)
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    Other versions:
  4. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August. [Downloadable!] (restricted)
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  6. Jennifer Lynch Koski & Jeffrey Pontiff, 1999. "How Are Derivatives Used? Evidence from the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 54(2), pages 791-816, 04. [Downloadable!] (restricted)
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  7. Rolfo, Jacques, 1980. "Optimal Hedging under Price and Quantity Uncertainty: The Case of a Cocoa Producer," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 100-116, February. [Downloadable!] (restricted)
  8. Herrendorf, Berthold & Valentinyi, Akos & Waldmann, Robert, 2000. "Ruling Out Multiplicity and Indeterminacy: The Role of Heterogeneity," Review of Economic Studies, Blackwell Publishing, vol. 67(2), pages 295-307, April.
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  11. G. David Haushalter, 2000. "Financing Policy, Basis Risk, and Corporate Hedging: Evidence from Oil and Gas Producers," Journal of Finance, American Finance Association, vol. 55(1), pages 107-152, 02. [Downloadable!] (restricted)
  12. Kaye Basford & Geoffrey McLachlan, 1985. "The mixture method of clustering applied to three-way data," Journal of Classification, Springer, vol. 2(1), pages 109-125, December. [Downloadable!] (restricted)
  13. John R. Graham & Daniel A. Rogers, 2002. "Do Firms Hedge in Response to Tax Incentives?," Journal of Finance, American Finance Association, vol. 57(2), pages 815-839, 04. [Downloadable!] (restricted)
  14. Wayne DeSarbo & William Cron, 1988. "A maximum likelihood methodology for clusterwise linear regression," Journal of Classification, Springer, vol. 5(2), pages 249-282, September. [Downloadable!] (restricted)
  15. Peter Tufano, 1998. "The Determinants of Stock Price Exposure: Financial Engineering and the Gold Mining Industry," Journal of Finance, American Finance Association, vol. 53(3), pages 1015-1052, 06. [Downloadable!] (restricted)
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