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Exact Structural Inference in Optimal Job-Search Models

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Author Info
Lancaster, Tony
Abstract

This paper is a study of the exact posterior distributions of parameters in a stationary optimal job search model. The author exploits the simple latent structure of the search model when all job offers are observed to stimulate posterior distributions of structural parameters when the latent structure is imperfectly observed. These simulations enable him to show the unusual shape of the job search likelihood when the data are durations and accepted wages. The author also develops an algorithm to resample simulated posterior distributions in order to impose on the model the implications of fully optimal search. The methods are illustrated using simulated data.

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Publisher Info
Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 15 (1997)
Issue (Month): 2 (April)
Pages: 165-79
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Handle: RePEc:bes:jnlbes:v:15:y:1997:i:2:p:165-79

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  1. Victor Aguirregabiria & Pedro mira, 2007. "Dynamic Discrete Choice Structural Models: A Survey," Working Papers tecipa-297, University of Toronto, Department of Economics. [Downloadable!]
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  2. Mark M. Pitt & Daniel L. Millimet, 1999. "Estimation of Coherent Demand Systems with Many Binding Non-Negativity Constraints," Working Papers 99-4, Brown University, Department of Economics. [Downloadable!]
  3. Paserman, M. Daniele, 2004. "Job Search and Hyperbolic Discounting: Structural Estimation and Policy Evaluation," IZA Discussion Papers 997, Institute for the Study of Labor (IZA). [Downloadable!]
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  4. Susumu Imai & Neelam Jain & Andrew Ching, 2006. "Bayesian Estimation of Dynamic Discrete Choice Models," Working Papers 1118, Queen's University, Department of Economics. [Downloadable!]
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  5. 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.). [Downloadable!]
  6. Jiawei Chen, 2006. "Two-Sided Matching and Spread Determinants in the Loan Market," Working Papers 060702, University of California-Irvine, Department of Economics. [Downloadable!]
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