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Identification of search models with initial condition problems

  • Gadi Barlevy
  • H. N. Nagaraja

This paper extends previous work on the identification of search models in which observed worker productivity is imperfectly observed. In particular, it establishes that these models remain identified even when employment histories are left-censored (i.e. we do not get to follow workers from their initial job out of unemployment), as well as when workers set different reservation wages from one another. We further show that allowing for heterogeneity in reservation can affect the empirical estimates we obtain, specifically estimates of the rate at which workers receive job offers.

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Paper provided by Federal Reserve Bank of Chicago in its series Working Paper Series with number WP-06-03.

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Date of creation: 2006
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Handle: RePEc:fip:fedhwp:wp-06-03
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  1. Eckstein, Zvi & van den Berg, Gerard J, 2004. "Empirical Labour Search: A Survey," CEPR Discussion Papers 4199, C.E.P.R. Discussion Papers.
  2. Audra J. Bowlus & Jean-Marc Robin, 2004. "Twenty Years of Rising Inequality in U.S. Lifetime Labour Income Values," Review of Economic Studies, Oxford University Press, vol. 71(3), pages 709-742.
  3. Lucas, Robert Jr. & Prescott, Edward C., 1974. "Equilibrium search and unemployment," Journal of Economic Theory, Elsevier, vol. 7(2), pages 188-209, February.
  4. Luigi Pistaferri & Hamish Low & Costas Meghir, 2004. "Wage risk and employment risk over the life-cycle," 2004 Meeting Papers 82, Society for Economic Dynamics.
  5. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
  6. Bunge, J. A. & Nagaraja, H. N., 1991. "The distributions of certain record statistics from a random number of observations," Stochastic Processes and their Applications, Elsevier, vol. 38(1), pages 167-183, June.
  7. Marimon, Ramon & Zilibotti, Fabrizio, 1998. "Unemployment vs. Mismatch of Talents: Reconsidering Unemployment Benefits," Seminar Papers 661, Stockholm University, Institute for International Economic Studies.
  8. Berg, G.J. & Ridder, G., 1993. "An empirical equilibrium search model of the labour market," Serie Research Memoranda 0039, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  9. Christopher J. Flinn, 2002. "Labour Market Structure and Inequality: A Comparison of Italy and the U.S," Review of Economic Studies, Oxford University Press, vol. 69(3), pages 611-645.
  10. Gadi Barlevy, 2008. "Identification of Search Models using Record Statistics," Review of Economic Studies, Oxford University Press, vol. 75(1), pages 29-64.
  11. Ken Binmore & Ariel Rubinstein & Asher Wolinsky, 1986. "The Nash Bargaining Solution in Economic Modelling," RAND Journal of Economics, The RAND Corporation, vol. 17(2), pages 176-188, Summer.
  12. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
  13. Flinn, Christopher J, 1986. "Wages and Job Mobility of Young Workers," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages S88-S110, June.
  14. Guerre, E. & Perrigne, I. & Vuong, Q., 1995. "Nonparametric Estimation of First-Price Auctions," Papers 9504, Southern California - Department of Economics.
  15. Christian Bontemps & Jean-Marc Robin & Gérard J. Van Den Berg, 2000. "Equilibrium Search with Continuous Productivity Dispersion: Theory and Nonparametric Estimation," Working Papers 249986, Institut National de la Recherche Agronomique, France.
  16. Wolpin, Kenneth I, 1992. "The Determinants of Black-White Differences in Early Employment Careers: Search, Layoffs, Quits, and Endogenous Wage Growth," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 535-60, June.
  17. Athey,S. & Haile,P.A., 2000. "Identification of standard auction models," Working papers 13, Wisconsin Madison - Social Systems.
  18. 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 257-73, May.
  19. Rubinstein, Ariel, 1982. "Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 50(1), pages 97-109, January.
  20. Barlevy, Gadi, 2002. "The Sullying Effect of Recessions," Review of Economic Studies, Wiley Blackwell, vol. 69(1), pages 65-96, January.
  21. Eckstein, Zvi & Mortensen, Dale T., 2006. "Labor search," European Economic Review, Elsevier, vol. 50(4), pages 807-810, May.
  22. Emmanuel Guerre & Isabelle Perrigne & Quang Vuong, 2000. "Optimal Nonparametric Estimation of First-Price Auctions," Econometrica, Econometric Society, vol. 68(3), pages 525-574, May.
  23. James J. Heckman & Christopher J. Flinn, 1982. "New Methods for Analyzing Structural Models of Labor Force Dynamics," NBER Working Papers 0856, National Bureau of Economic Research, Inc.
  24. Bontemps, Christian & Robin, Jean-Marc & Van den Berg, Gerard J, 1999. "An Empirical Equilibrium Job Search Model with Search on the Job and Heterogeneous Workers and Firms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(4), pages 1039-74, November.
  25. Gadi Barlevy & H. N. Nagaraja, 2005. "Characterizations in a random record model with a non-identically distributed initial record," Working Paper Series WP-05-05, Federal Reserve Bank of Chicago.
  26. Gautier, Pieter A. & Teulings, Coen & van Vuuren, Aico, 2005. "On-The-Job Search and Sorting," IZA Discussion Papers 1687, Institute for the Study of Labor (IZA).
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