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The Exact Likelihood Function for an Empirical Job Search Model

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  • Christensden, B.
  • Kiefer, N.

    (Tilburg University, Center For Economic Research)

Abstract

The exact likelihood function for a prototypal job search model is analyzed. The optimality condition implied by the dynamic programming framework is fully imposed. Using the optimality condition allows identification of an offer arrival probability separately from an offer acceptance probability. The estimation problem is nonstandard. The geometry of the likelihood function in finite samples is considered, along with asymptotic properties of the maximum likelihood estimator.
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Suggested Citation

  • Christensden, B. & Kiefer, N., 1990. "The Exact Likelihood Function for an Empirical Job Search Model," Discussion Paper 1990-17, Tilburg University, Center for Economic Research.
    • Handle: RePEc:tiu:tiucen:33e2c086-cced-423c-a530-3cf82e3d2f98
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    References listed on IDEAS

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    1. 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.
    2. Kiefer, Nicholas M & Neumann, George R, 1979. "An Empirical Job-Search Model, with a Test of the Constant Reservation-Wage Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 87(1), pages 89-107, February.
    3. Greene, William H., 1980. "Maximum likelihood estimation of econometric frontier functions," Journal of Econometrics, Elsevier, vol. 13(1), pages 27-56, May.
    4. Lancaster, Tony & Chesher, Andrew, 1983. "An Econometric Analysis of Reservation Wages," Econometrica, Econometric Society, vol. 51(6), pages 1661-1676, November.
    5. Pakes, Ariel S, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," Econometrica, Econometric Society, vol. 54(4), pages 755-784, July.
    6. Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132.
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    Cited by:

    1. Ferrall, Christopher, 1997. "Unemployment Insurance Eligibility and the School-to-Work Transition in Canada and the United States," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(2), pages 115-129, April.
    2. Sareen, Samita, 2003. "Reference Bayesian inference in nonregular models," Journal of Econometrics, Elsevier, vol. 113(2), pages 265-288, April.
    3. John W. Schindler, 2001. "Testing optimality in job search models," International Finance Discussion Papers 710, Board of Governors of the Federal Reserve System (U.S.).
    4. Alan Manning & J Thomas, 1997. "A Simple Test of the Shirking Model," CEP Discussion Papers dp0374, Centre for Economic Performance, LSE.
    5. Donald, Stephen G. & Paarsch, Harry J., 2002. "Superconsistent estimation and inference in structural econometric models using extreme order statistics," Journal of Econometrics, Elsevier, vol. 109(2), pages 305-340, August.
    6. Li, Tong, 2010. "Indirect inference in structural econometric models," Journal of Econometrics, Elsevier, vol. 157(1), pages 120-128, July.
    7. Bruce Shearer, 1994. "Piece-Rates, Principal-Agent, and Productivity Profiles: Parametric and Semi-Parametric Evidence," CIRANO Working Papers 94s-16, CIRANO.
    8. George Neumann, 1996. "Search Models and Duration Data," Econometrics 9602008, University Library of Munich, Germany, revised 07 Mar 1996.
    9. Levinsohn, James & Pugatch, Todd, 2014. "Prospective analysis of a wage subsidy for Cape Town youth," Journal of Development Economics, Elsevier, vol. 108(C), pages 169-183.
    10. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 4, pages 331-461, Elsevier.
    11. Christensen, Bent Jesper & Kiefer, Nicholas M., 1997. "Inference in non-linear panel models with partially missing observations The case of the equilibrium search model," Journal of Econometrics, Elsevier, vol. 79(2), pages 201-219, August.
    12. repec:qed:wpaper:904 is not listed on IDEAS
    13. Paul E. Carrillo, 2005. "Assessing the Value of On-line Information Using a Two-sided Equilibrium Search Model in the Real Estate Market," Computing in Economics and Finance 2005 307, Society for Computational Economics.
    14. Zhou, Haiming & Huang, Xianzheng, 2022. "Bayesian beta regression for bounded responses with unknown supports," Computational Statistics & Data Analysis, Elsevier, vol. 167(C).
    15. H. Bunzel & Bent Jesper Christensen & Peter Jensen & Nicholas Kiefer & L. Korsholm & L. Muus & G. R. Neumann & Michael Rosholm, 2001. "Specification and Estimation of Equilibrium Search Models," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(1), pages 90-126, January.
    16. George R. Neumann, 1995. "Search Models and Duration Data," Labor and Demography 9511001, University Library of Munich, Germany.
    17. Steven Stern & John Pepper, 2001. "Empirical Search Models," Virginia Economics Online Papers 383, University of Virginia, Department of Economics.
    18. Padma Rao Sahib, 2000. "The information content of wage and duration data in a search model," Applied Economics, Taylor & Francis Journals, vol. 32(14), pages 1831-1839.
    19. Christensen, Bent Jesper & Kiefer, Nicholas M, 1994. "Measurement Error in the Prototypal Job-Search Model," Journal of Labor Economics, University of Chicago Press, vol. 12(4), pages 618-639, October.
    20. R. Bernardini Papalia & S. Bertarelli, 1998. "An Optimal Partnership Search Model: Theoretical Implications for the Europartenariat Event," Working Papers 310, Dipartimento Scienze Economiche, Universita' di Bologna.

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