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Estimating a Mixed Strategy: United and American Airlines

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  • Golan, Amos
  • Karp, Larry S.
  • Perloff, Jeffrey M.

Abstract

We develop a generalized maximum entropy estimator that can estimate pure and mixed strategies subject to restrictions from game theory. This method avoids distributional assumptions and is consistent and efficient. We demonstrate this method by estimating the mixed strategies of duopolistic airlines.

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Bibliographic Info

Paper provided by Institute of Industrial Relations, UC Berkeley in its series Institute for Research on Labor and Employment, Working Paper Series with number qt2f36z7n1.

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Date of creation: 01 Jun 1998
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Handle: RePEc:cdl:indrel:qt2f36z7n1

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Keywords: C13; C35; C72; L13; L93;

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  1. Brander, James A. & Zhang, Anming, 1993. "Dynamic oligopoly behaviour in the airline industry," International Journal of Industrial Organization, Elsevier, vol. 11(3), pages 407-435, September.
  2. Kooreman, P., 1994. "Estimation of econometric models of some discrete games," Open Access publications from Tilburg University urn:nbn:nl:ui:12-377584, Tilburg University.
  3. Bresnahan, Timothy F. & Reiss, Peter C., 1991. "Empirical models of discrete games," Journal of Econometrics, Elsevier, vol. 48(1-2), pages 57-81.
  4. Golan, Amos & Judge, George G. & Miller, Douglas, 1996. "Maximum Entropy Econometrics," Staff General Research Papers 1488, Iowa State University, Department of Economics.
  5. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057 Elsevier.
  6. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119, October.
  7. James A. Brander & Anming Zhang, 1990. "Market Conduct in the Airline Industry: An Empirical Investigation," RAND Journal of Economics, The RAND Corporation, vol. 21(4), pages 567-583, Winter.
  8. Kooreman, Peter, 1994. "Estimation of Econometric Models of Some Discrete Games," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(3), pages 255-68, July-Sept.
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