Bayesian Estimation of Cox Models with Non-nested Random Effects: an Application to the Ratification Of ILO Conventions by Developing Countries
We use a multivariate hazard model to analyse the ratification of ILO conventions by developing countries. The model accounts for two random effects: one at the country level, the other at the convention level. After investigating identification, we use a semi-parametric Bayesian approach based on the partial likelihood. We find diverging results between Bayesian and frequentist estimates concerning the importance of the two unobserved heterogeneities
Year of publication: |
2008
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Authors: | HORNY, Guillaume ; DJURDJEVIC, Dragana ; BOOCKMANN, Bernhard ; LAISNEY, François |
Published in: |
Annales d'Economie et de Statistique. - École Nationale de la Statistique et de l'Admnistration Économique (ENSAE). - 2008, 89, p. 193-214
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Publisher: |
École Nationale de la Statistique et de l'Admnistration Économique (ENSAE) |
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