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Combining micro and macro unemployment duration data

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  • van den Berg, Gerard J.
  • van der Klaauw, Bas

Abstract

We combine micro and macro unemployment duration data to study the effects of the business cycle on the outflow from unemployment. We allow the cycle to affect individual exit probabilities of unemployed workers as well as the composition of the total inflow into unemployment. We estimate the model using (micro) survey data and (macro) administrative data from France. The distribution of the inflow composition is estimated along with the other parameters. The estimation method deals with differences between the micro and macro unemployment definitions. The results also show to what extent the unemployment duration distributions corresponding to the two definitions can be described by the same model. This discussion paper resulted in a publication in the Journal of Econometrics .

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Bibliographic Info

Article provided by Elsevier in its journal Journal of Econometrics.

Volume (Year): 102 (2001)
Issue (Month): 2 (June)
Pages: 271-309

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Handle: RePEc:eee:econom:v:102:y:2001:i:2:p:271-309

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Web page: http://www.elsevier.com/locate/jeconom

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  1. Berg, G.J. van den, 1987. "Nonstationarity in job search theory," Research Memorandum 242, Tilburg University, Faculty of Economics and Business Administration.
  2. Gerard J, Van den Berg & Bas Van der Klmaauw, 1998. "Combining Micro and Macro Unemployment Duration Data," Working Papers 98-58, Centre de Recherche en Economie et Statistique.
  3. Imbens, G W, 1994. "Transition Models in a Non-stationary Environment," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 703-20, November.
  4. Dynarski, Mark & Sheffrin, Steven M, 1990. "The Behavior of Unemployment Durations over the Cycle," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 350-56, May.
  5. Van den Berg, Gerard J., 2000. "Duration Models: Specification, Identification, and Multiple Durations," MPRA Paper 9446, University Library of Munich, Germany.
  6. Thierry Magnac & Michael Visser, 1998. "Transition Models with Measurement Errors," Working Papers 98-22, Centre de Recherche en Economie et Statistique.
  7. Magnac, Thierry, 2000. "Subsidised Training and Youth Employment: Distinguishing Unobserved Heterogeneity from State Dependence in Labour Market Histories," Economic Journal, Royal Economic Society, vol. 110(466), pages 805-37, October.
  8. Bean, Charles R, 1994. "European Unemployment: A Survey," Journal of Economic Literature, American Economic Association, vol. 32(2), pages 573-619, June.
  9. repec:fth:inseep:9858 is not listed on IDEAS
  10. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March.
  11. van den Berg, Gerard J, 1990. "Search Behaviour, Transitions to Nonparticipation and the Duration of Unemployment," Economic Journal, Royal Economic Society, vol. 100(402), pages 842-65, September.
  12. van den Berg, Gerard J & van Ours, Jan C, 1996. "Unemployment Dynamics and Duration Dependence," Journal of Labor Economics, University of Chicago Press, vol. 14(1), pages 100-125, January.
  13. Laisney, François & Lechner, Michael, 1993. "Combining panel data and macro information: an application to the estimation of a participation model," ZEW Discussion Papers 93-23, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  14. Thierry Magnac, 1997. "State Dependence and Heterogeity in youth Employment Histories," Working Papers 97-47, Centre de Recherche en Economie et Statistique.
  15. Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932, December.
  16. Michael R. Darby & John C. Haltiwanger & Mark W. Plant, 1985. "Unemployment-Rate Dynamics and Persistent Unemployment Under Rational Expectations," NBER Working Papers 1558, National Bureau of Economic Research, Inc.
  17. Baker, Michael & Melino, Angelo, 2000. "Duration dependence and nonparametric heterogeneity: A Monte Carlo study," Journal of Econometrics, Elsevier, vol. 96(2), pages 357-393, June.
  18. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173, September.
  19. Honore, Bo E, 1993. "Identification Results for Duration Models with Multiple Spells," Review of Economic Studies, Wiley Blackwell, vol. 60(1), pages 241-46, January.
  20. Imbens, Guido W & Lancaster, Tony, 1994. "Combining Micro and Macro Data in Microeconometric Models," Review of Economic Studies, Wiley Blackwell, vol. 61(4), pages 655-80, October.
  21. Baker, Michael, 1992. "Unemployment Duration: Compositional Effects and Cyclical Variability," American Economic Review, American Economic Association, vol. 82(1), pages 313-21, March.
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