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Econometrics of Individual Labor Market Transitions

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Author Info

  • Fougère, Denis

    ()
    (CREST)

  • Kamionka, Thierry

    ()
    (CREST-INSEE)

Abstract

This survey is devoted to the modelling and the estimation of reduced-form transition models, which have been extensively used and estimated in labor microeconometrics. The first section contains a general presentation of the statistical modelling of such processes using continuous-time (event-history) data. It also presents parametric and nonparametric estimation procedures, and focuses on the treatment of unobserved heterogeneity. The second section deals with the estimation of markovian processes using discrete-time panel observations. Here the main question is whether the discrete-time panel observation of a transition process is generated by a continuous-time homogeneous Markov process. After discussing this problem, we present maximum-likelihood and bayesian procedures for estimating the transition intensity matrix governing the process evolution. Particular attention is paid to the estimation of the continuous-time mover-stayer model, which is the more elementary model of mixed Markov chains.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 1850.

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Length: 50 pages
Date of creation: Nov 2005
Date of revision:
Publication status: published in: Patrick Sevestre and Lazlo Matyas (eds.), The Econometrics of Panel Data: Handbook of Theory and Applications, 3rd ed., Springer, 2008, 865-905
Handle: RePEc:iza:izadps:dp1850

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Related research

Keywords: unobserved heterogeneity; labor market transitions; markovian processes; mover-stayer model;

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Cited by:
  1. Iwai, Nobuyuki & Emerson, Robert D. & Walters, Lurleen M., 2006. "Farm Employment Transitions: A Markov Chain Analysis with Self-Selectivity," 2006 Annual meeting, July 23-26, Long Beach, CA 21353, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

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