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Parametric vs. Nonparametric Estimation of an Equilibrium Search Model with Employer Heterogeneity

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  • Launov, Andrey
  • Wolf, Joachim

Abstract

We demonstrate that non-monotone behaviour of the right tail of earnings density may lead to the fact that nonparametric estimation of the Bontemps et al. (2000) equilibrium search model with employer heterogeneity does not yield consistent estimates. We propose an easy way of checking whether the Bontemps et al. (2000) estimation procedure can be applied and review the robustness of the alternative strategy once the Bontemps et al. (2000) procedure is inapplicable.

Suggested Citation

  • Launov, Andrey & Wolf, Joachim, 2005. "Parametric vs. Nonparametric Estimation of an Equilibrium Search Model with Employer Heterogeneity," W.E.P. - Würzburg Economic Papers 65, University of Würzburg, Department of Economics.
    • Handle: RePEc:zbw:wuewep:65
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    References listed on IDEAS

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    1. Bontemps, Christian & Robin, Jean-Marc & van den Berg, Gerard J, 2000. "Equilibrium Search with Continuous Productivity Dispersion: Theory and Nonparametric Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(2), pages 305-358, May.
    2. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    3. Bowlus, Audra J & Kiefer, Nicholas M & Neumann, George R, 2001. "Equilibrium Search Models and the Transition from School to Work," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(2), pages 317-343, May.
    4. C, Bontemps & Jean-Marc Robin & G, Van Den Berg, 1997. "Equilibrium Search with Productivity Dispersion : Theory and Estimation," Working Papers 97-09, Center for Research in Economics and Statistics.
    5. Koning, Pierre & Ridder, Geert & van den Berg, Gerard J, 1995. "Structural and Frictional Unemployment in an Equilibrium Search Model with Heterogeneous Agents," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(S), pages 133-151, Suppl. De.
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