The Use of the Logit Model in Applied Industrial Organization
AbstractQualitative choice models, such as the logit model, can capture important firm and product asymmetries. This paper surveys use of the logit model in industrial organization, with special focus on its application to merger analysis. The basic model and its motivation are reviewed, as is its estimation. Discussed in some detail is the use of the logit model to predict the price and welfare effects of horizontal mergers in differentiated products industries. Simulation using a qualitative choice model is argued to be far superior to traditional structural analysis. Logit merger simulations have the particular virtues of low informational and computational burdens and the use of the logit model can be motivated as reflecting a diffuse prior on the structure of demand.
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Bibliographic InfoPaper provided by U.S. Department of Justice - Antitrust Division in its series Papers with number 94-1.
Length: 25 pages
Date of creation: 1994
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competition ; production ; enterprises ; consumption;
Other versions of this item:
- Gregory Werden & Luke Froeb & Timothy Tardiff, 1996. "The Use of the Logit Model in Applied Industrial Organization," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 3(1), pages 83-105.
- JEL - Labor and Demographic Economics - - - - -
- cla - - - - - -
- D43 - Microeconomics - - Market Structure and Pricing - - - Oligopoly and Other Forms of Market Imperfection
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- Gregory J. WERDEN, 1997. "Simulating The Effects Of Differentiated Products Mergers: A Practitioners' Guide," Department of Resource Economics Regional Research Project 967, University of Massachusetts.
- Marco, Alan C. & Rausser, Gordon C, 2002.
"Complementarities and spill-overs in mergers: an empirical investigation using patent data,"
CUDARE Working Paper Series
930R, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
- Alan Marco & Gordon Rausser, 2011. "Complementarities and spillovers in mergers: an empirical investigation using patent data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(3), pages 207-231.
- Marco, Alan C. & Rausser, Gordon C., 2002. "Complementarities and spill-overs in mergers: an empirical investigation using patent data," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt93s769k8, Department of Agricultural & Resource Economics, UC Berkeley.
- Philip Crooke & Luke Froeb & Steven Tschantz & Gregory Werden, 1999. "Effects of Assumed Demand Form on Simulated Postmerger Equilibria," Review of Industrial Organization, Springer, vol. 15(3), pages 205-217, November.
- Hausman, Jerry A. & Leonard, Gregory K., 2007. "Estimation of patent licensing value using a flexible demand specification," Journal of Econometrics, Elsevier, vol. 139(2), pages 242-258, August.
- Dubin, Jeffrey A., 2007. "Valuing intangible assets with a nested logit market share model," Journal of Econometrics, Elsevier, vol. 139(2), pages 285-302, August.
- Oliver Budzinski & Isabel Ruhmer, 2009.
"Merger Simulation in Competition Policy: A Survey,"
82/09, University of Southern Denmark, Department of Environmental and Business Economics.
- Gregory Werden & Luke Froeb & James Langenfeld, 2000. "Lost Profits from Patent Infringement: The Simulation Approach," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 7(2), pages 213-227.
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