Estimating dynamic models of imperfect competition

Econometrica

Volumn 75, Issue 5, 2007, Pages 1331-1370

  Bajari, Patrick ^a   Benkard, C Lanier ^b   Levin, Jonathan ^c  

^a UNIVERSITY OF MINNESOTA   (United States)

^b NATIONAL BUREAU OF ECONOMIC RESEARCH   (United States)

^c STANFORD UNIVERSITY   (United States)

Author keywords

Bounds estimation; Dynamic games; Incomplete models; Markov perfect equilibrium

Indexed keywords

EID: 33847337787     PISSN: 00129682     EISSN: 14680262     Source Type: Journal    
DOI: 10.1111/j.1468-0262.2007.00796.x     Document Type: Article

References (42)

1. Ackerberg, D., C. L. Benkard, S. T. Berry, and A. Pakes (2007 Econometric Tools for Analyzing Market Outcomes in Handbook of Econometrics, Vol. 6, ed. by J. J. Heckman and E. Leamer. Amsterdam : Elsevier.
2. Aguirregabiria, V., and P. Mira (2002 Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models Econometrica, 70, 1519 1543.
3. Aguirregabiria, V., and P. Mira (2007 Sequential Estimation of Dynamic Discrete Games Econometrica, 75, 1 53.
4. Arcidiacono, P., and R. A. Miller (2007 CCP Estimation of Dynamic Discrete Choice Models with Unobserved Heterogeneity Mimeo, Duke University.
5. Bajari, P., and C. L. Benkard (2004 Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach Working Paper W10278, NBER.
6. Bajari, P., V. Chernozhukov, and H. Hong (2005 Semiparametric Estimation of a Dynamic Game of Incomplete Information Mimeo, Duke University.
7. Benkard, C. L. (2004 A Dynamic Analysis of the Market for Wide-Bodied Commercial Aircraft Review of Economic Studies, 71, 581 611.
8. Beresteanu, A., and P. B. Ellickson (2006 The Dynamics of Retail Oligopoly Mimeo, Duke University.
9. Berry, S. T. (1994 Estimating Discrete Choice Models of Product Differentiation Rand Journal of Economics, 25, 242 262.
10. Berry, S. T., and A. Pakes (2000 Estimation from the Optimality Conditions for Dynamic Controls Mimeo, Yale University.
11. Berry, S. T., J. Levinsohn, and A. Pakes (1995 Automobile Prices in Market Equilibrium Econometrica, 63, 841 890.
12. Bresnahan, T. F., and P. Reiss (1991 Empirical Models of Discrete Games Journal of Econometrics, 81, 57 81.
13. Chernozhukov, V., H. Hong, and E. Tamer (2007 Estimation and Confidence Regions for Parameter Sets in Econometric Models Econometrica, 75, 1243 1284.
14. Ching, A. (2005 Consumer Learning and Heterogeneity: Dynamics of Demand for Prescription Drugs after Patent Expiration Mimeo, University of Toronto.
15. Ciliberto, F., and E. Tamer (2006 Market Structure and Multiple Equilibria in Airline Markets Mimeo, Northwestern University.
16. Doraszelski, U., and M. Satterthwaite (2007 Computable Markov-Perfect Industry Dynamics: Existence, Purification and Multiplicity Mimeo, Harvard University.
17. Ericson, R., and A. Pakes (1995 Markov-Perfect Industry Dynamics: A Framework for Empirical Work Review of Economic Studies, 62, 53 83.
18. Geweke, J., and M. Keane (2001 Computationally Intensive Methods for Integration in Econometrics in Handbook of Econometrics, Vol. 5, ed. by J. J. Heckman and E. Leamer. Amsterdam : Elsevier Science, 3463 3568.
19. Gowrisankaran, G., and R. Town (1997 Dynamic Equilibrium in the Hospital Industry Journal of Economics and Management Strategy, 6, 45 74.
20. Haile, P. A., and E. Tamer (2003 Inference with an Incomplete Model of English Auctions Journal of Political Economy, 111, 1 51.
21. Holmes, T. J. (2006 The Diffusion of Wal-Mart and Economies of Density Mimeo, University of Minnesota.
22. Hotz, V. J., and R. A. Miller (1993 Conditional Choice Probabilities and the Estimation of Dynamic Models Review of Economic Studies, 60, 497 529.
23. Hotz, V. J., R. A. Miller, S. Sanders, and J. Smith (1994 A Simulation Estimator for Dynamic Models of Discrete Choice Review of Economic Studies, 61, 265 289.
24. Imai, S., N. Jain, and A. Ching (2005 Bayesian Estimation of Dynamic Discrete Choice Models Mimeo, University of Toronto.
25. Imbens, G., and C. Manski (2004 Confidence Intervals for Partially Identified Parameters Econometrica, 72, 1845 1857.
26. Jofre-Bonet, M., and M. Pesendorfer (2003 Estimation of a Dynamic Auction Game Econometrica, 71, 1443 1489.
27. Magnac, T., and D. Thesmar (2002 Identifying Dynamic Discrete Decision Processes Econometrica, 70, 801 816.
28. Manski, C. F., and E. Tamer (2002 Inference in Regressions with Interval Data on a Regressor or Outcome Econometrica, 70, 519 546.
29. Motzkin, T. S., H. Raiffa, G. L. Thompson, and R. M. Thrall (1953 The Double Description Method in Contributions to Theory of Games, Vol. 2, ed. by H. W. Kuhn and A. W. Tucker. Princeton, NJ : Princeton University Press.
30. Olley, G. S., and A. Pakes (1996 The Dynamics of Productivity in the Telecommunications Equipment Industry Econometrica, 64, 1263 1298.
31. Pakes, A., and P. McGuire (1994 Computing Markov-Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model Rand Journal of Economics, 25, 555 589.
32. Pakes, A., and P. McGuire (2001 Stochastic Approximation for Dynamic Models: Markov Perfect Equilibrium and the 'Curse' of Dimensionality Econometrica, 69, 1261 1281.
33. Pakes, A., M. Ostrovsky, and S. Berry (2007 Simple Estimators for the Parameters of Discrete Dynamic Games (with Entry/Exit Examples) Rand Journal of Economics, forthcoming.
34. Pesendorfer, M., and P. Schmidt-Dengler (2003 Identification and Estimation of Dynamic Games Working Paper 9726, NBER.
35. Pesendorfer, M., and P. Schmidt-Dengler (2007 Asymptotic Least Squares Estimators for Dynamic Games Mimeo, London School of Economics.
36. Romano, J. P., and A. M. Shaikh (2006 a Inference for Identifiable Parameters in Partially Identified Econometric Models Mimeo, University of Chicago.
37. Romano, J. P., and A. M. Shaikh (2006 b Inference for Identified Set in Partially Identified Econometric Models Mimeo, University of Chicago.
38. Rust, J. (1987 Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher Econometrica, 55, 999 1033.
39. Rust, J. (1994 Structural Estimation of Markov Decision Processes in Handbook of Econometrics, Vol. 4, ed. by R. F. Engle and D. L. McFadden. Amsterdam : Elsevier Science, 3082 3139.
40. Ryan, S. (2006 The Costs of Environmental Regulation in a Concentrated Industry Mimeo, Massachusetts Institute of Technology.
41. Ryan, S., and C. Tucker (2007 Heterogeneity and the Dynamics of Technology Adoption Mimeo, MIT.
42. Sweeting, A. (2006 The Costs of Product Repositioning: The Case of Format Switching in the Commercial Radio Industry Mimeo, Northwestern University.