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Analysing Incomplete Individual Employment Histories Using Indirect Inference

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Author Info
Magnac, Thierry
Robin, Jean-Marc
Visser, Michael

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Abstract

In this paper we apply the Indirect Inference method to estimate the parameters of a semi-Markov transition model when the data are subject to a complex form of censoring. There is no explicit expression for the likelihood function, and therefore Maximum Likelihood estimation is computationally burdensome. The econometric methodology of Indirect Inference is first tested on simulated data under various assumptions about the distribution of spell durations and transitions. Then, it is applied to labor market transitions between self-employment, wage-work, and unemployment using the 1986-88 French labor force survey. Although the analysis is basically a reduced-form analysis, we motivate our transition model in terms of a structural search model. Copyright 1995 by John Wiley & Sons, Ltd.

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Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 10 (1995)
Issue (Month): S (Suppl. Dec.)
Pages: S153-69
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Handle: RePEc:jae:japmet:v:10:y:1995:i:s:p:s153-69

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  1. Mark Yuying An & Ming Liu, 1996. "Using Indirect Inference to Solve the Initial Conditions Problem," Econometrics 9611004, EconWPA. [Downloadable!]
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  2. Nakamura, Emi & Zerom, Dawit, 2008. "Accounting for Incomplete Pass-Through," MPRA Paper 14389, University Library of Munich, Germany. [Downloadable!]
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  3. GOBILLON Laurent & SELOD Harris, 2007. "The effects of segregation and spatial mismatch on unemployment: evidence from France," Research Unit Working Papers 0702, Laboratoire d'Economie Appliquee, INRA. [Downloadable!]
    Other versions:
  4. Gerard J. van den Berg & Bas van der Klaauw, 1998. "Combining Micro and Macro Unemployment Duration Data," Tinbergen Institute Discussion Papers 98-098/3, Tinbergen Institute. [Downloadable!]
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