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http://hdl.handle.net/10419/33214
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| Title: | | Econometrics of individual labor market transitions  |
| Authors: | | Fougère, Denis Kamionka, Thierry |
| Issue Date: | | 2005 |
| Series/Report no.: | | IZA Discussion Papers 1850 |
| Abstract: | | This survey is devoted to the modelling and the estimation of reduced-form transition models, which have been extensively used and estimated in labor microeconometrics. The first section contains a general presentation of the statistical modelling of such processes using continuous-time (event-history) data. It also presents parametric and nonparametric estimation procedures, and focuses on the treatment of unobserved heterogeneity. The second section deals with the estimation of markovian processes using discrete-time panel observations. Here the main question is whether the discrete-time panel observation of a transition process is generated by a continuous-time homogeneous Markov process. After discussing this problem, we present maximum-likelihood and bayesian procedures for estimating the transition intensity matrix governing the process evolution. Particular attention is paid to the estimation of the continuous-time mover-stayer model, which is the more elementary model of mixed Markov chains. |
| Subjects: | | labor market transitions markovian processes mover-stayer model unobserved heterogeneity |
| JEL: | | C41 C51 J64 |
| Document Type: | | Working Paper |
| Appears in Collections: | | IZA Discussion Papers, Forschungsinstitut zur Zukunft der Arbeit (IZA)
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