A Structural Empirical Model of Firm Growth, Learning, and Survival
AbstractWe present a structural model of firm growth, learning, and survival and consider its identification and estimation. In the model, entrepreneurs have private and possibly errorridden observations of persistent and transitory shocks to profit. We demonstrate that the model's parameters can be recovered from public observations of sales and survival, and we estimate them using monthly data from new bars in Texas. We find that entrepreneurs observe profit's persistent component without error. In this sense, their information is substantially superior to the public's.
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Bibliographic InfoPaper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 781.
Length: 37 pages
Date of creation: May 2003
Date of revision:
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Other versions of this item:
- Jaap H. Abbring & Jeffrey R. Campbell, 2003. "A structural empirical model of firm growth, learning, and survival," Working Paper Series WP-03-11, Federal Reserve Bank of Chicago.
- Jaap H. Abbring & Jeffrey R. Campbell, 2003. "A Structural Empirical Model of Firm Growth, Learning, and Survival," NBER Working Papers 9712, National Bureau of Economic Research, Inc.
- C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
- D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search, Learning, and Information
- L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
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- Fishman, Arthur & Rob, Rafael, 2003. "Consumer inertia, firm growth and industry dynamics," Journal of Economic Theory, Elsevier, vol. 109(1), pages 24-38, March.
- Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
- Jeffrey R. Campbell & Hugo A. Hopenhayn, 2002.
"Market Size Matters,"
NBER Working Papers
9113, National Bureau of Economic Research, Inc.
- Jeffrey R. Campbell & Hugo Hopenhayn, 2003. "Market size matters," Working Paper Series WP-03-12, Federal Reserve Bank of Chicago.
- Jeffrey Campbell, 2000. "Market Size Matters," Econometric Society World Congress 2000 Contributed Papers 1225, Econometric Society.
- Taber, Christopher R., 2000. "Semiparametric identification and heterogeneity in discrete choice dynamic programming models," Journal of Econometrics, Elsevier, vol. 96(2), pages 201-229, June.
- Holmes, T.J. & Schmitz, J.A., 1992.
"On the Turnover of Business Firms and Business Managers,"
9211, Wisconsin Madison - Social Systems.
- Holmes, Thomas J & Schmitz, James A, Jr, 1995. "On the Turnover of Business Firms and Business Managers," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1005-38, October.
- Thomas J. Holmes & James A. Schmitz, Jr., 1995. "On the turnover of business firms and business managers," Working Papers 545, Federal Reserve Bank of Minneapolis.
- James A Schmitz & Thomas J Holmes, 1994. "On The Turnover of Business Firms and Business Managers," Working Papers 92-6, Center for Economic Studies, U.S. Census Bureau.
- Costas Arkolakis, 2011.
"A Unified Theory of Firm Selection and Growth,"
NBER Working Papers
17553, National Bureau of Economic Research, Inc.
- Jaap H. Abbring & Jeffrey R. Campbell, 2004. "Creative destruction in local markets," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q II, pages 50-60.
- Prantl, Susanne, 2003. "Bankruptcy and Voluntary Liquidation: Evidence for New Firms in East and West Germany after Unification," ZEW Discussion Papers 03-72, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
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