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Trajectoires d'emploi identifiées à l'aide de cartes auto-organisées classifiantes. Etude réalisée avec le Panel Study of Income Dynamics, 1993-2003

Author

Listed:
  • Etienne Côme

    (SAMM - Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne) - UP1 - Université Paris 1 Panthéon-Sorbonne)

  • Marie Cottrell

    (SAMM - Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne) - UP1 - Université Paris 1 Panthéon-Sorbonne)

  • Patrice Gaubert

    (ERUDITE - Equipe de Recherche sur l’Utilisation des Données Individuelles en lien avec la Théorie Economique - UPEM - Université Paris-Est Marne-la-Vallée - UPEC UP12 - Université Paris-Est Créteil Val-de-Marne - Paris 12)

Abstract

Nous étudions les situations de chefs de famille américains vis-à-vis de l'emploi. Nous proposons pour cela une méthode de classification et de visualisation de données de grande dimension basée sur l'algorithme de Kohonen permettant l'apprentissage des cartes auto-organisatrices. Cette méthode que nous nommerons cartes auto-organisée classifiante nous permet d'étudier la segmentation du marché du travail américain en classes aux caractéristiques différentes et d'étudier la dynamique des trajectoires professionnelles des foyers appartenant au panel parmi ces classes.

Suggested Citation

  • Etienne Côme & Marie Cottrell & Patrice Gaubert, 2010. "Trajectoires d'emploi identifiées à l'aide de cartes auto-organisées classifiantes. Etude réalisée avec le Panel Study of Income Dynamics, 1993-2003," Post-Print hal-00450708, HAL.
    • Handle: RePEc:hal:journl:hal-00450708
    Note: View the original document on HAL open archive server: https://hal.science/hal-00450708
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    References listed on IDEAS

    as
    1. Patrice Gaubert & Marie Cottrell, 1999. "A Dynamic Analysis Of Segmented Labor Market," Post-Print hal-00134147, HAL.
    2. Neumark, David & Polsky, Daniel & Hansen, Daniel, 1999. "Has Job Stability Declined Yet? New Evidence for the 1990s," Journal of Labor Economics, University of Chicago Press, vol. 17(4), pages 29-64, October.
    3. Patrice Gaubert & Marie Cottrell, 1999. "A Dynamic Analysis Of Segmented Labor Market," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00134147, HAL.
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