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Discrete Time Duration Models with Group-level Heterogeneity

Author

Listed:
  • Anders Frederiksen

    (Stanford University)

  • Bo E. Honoré

    (Princeton University)

  • Luojia Hu

    (Northwestern University)

Abstract

Dynamic discrete choice panel data models have received a great deal of attention. In those models, the dynamics is usually handled by including the lagged outcome as an explanatory variable. In this paper we consider an alternative model in which the dynamics is handled by using the duration in the current state as a covariate. We propose estimators that allow for group specific effect in parametric and semiparametric versions of the model. The proposed method is illustrated by an empirical analysis of job durations allowing for firm level effects.

Suggested Citation

  • Anders Frederiksen & Bo E. Honoré & Luojia Hu, 2006. "Discrete Time Duration Models with Group-level Heterogeneity," Discussion Papers 05-008, Stanford Institute for Economic Policy Research.
    • Handle: RePEc:sip:dpaper:05-008
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    References listed on IDEAS

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    Citations

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    Cited by:

    1. Carrasco, Raquel & García Pérez, J. Ignacio, 2008. "Unemployment duration among immigrants and natives: unobserved heterogeneity in a multi-spell duration model," UC3M Working papers. Economics we086933, Universidad Carlos III de Madrid. Departamento de Economía.
    2. Boris Hirsch & Claus Schnabel, 2012. "Women Move Differently: Job Separations and Gender," Journal of Labor Research, Springer, vol. 33(4), pages 417-442, December.
    3. Hafner, Christian M. & Preminger, Arie, 2015. "A note on the Tobit model in the presence of a duration variable," Economics Letters, Elsevier, vol. 126(C), pages 47-50.
    4. José Ignacio García Pérez & Raquel Carrasco, 2010. "Unobserved heterogeneity in multi-spell discrete time duration model," Economic Working Papers at Centro de Estudios Andaluces E2010/13, Centro de Estudios Andaluces.
    5. Nakashima, Kiyotaka & Takahashi, Koji, 2020. "The time has come for banks to say goodbye: New evidence on bank roles and duration effects in relationship terminations," Journal of Banking & Finance, Elsevier, vol. 115(C).
    6. Bo E. Honor & Áureo De Paula, 2010. "Interdependent Durations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(3), pages 1138-1163.
    7. Frederiksen, Anders, 2015. "Job Satisfaction and Employee Turnover: A Firm-level Perspective," CEI Working Paper Series 2015-4, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    8. Aguirregabiria, Victor & Gu, Jiaying & Luo, Yao, 2021. "Sufficient statistics for unobserved heterogeneity in structural dynamic logit models," Journal of Econometrics, Elsevier, vol. 223(2), pages 280-311.
    9. Picchio, Matteo, 2012. "Lagged duration dependence in mixed proportional hazard models," Economics Letters, Elsevier, vol. 115(1), pages 108-110.
    10. Kang, Munsu & Schwab, Benjamin & Yu, Jisang, 2020. "Gender differences in the relationship between land ownership and managerial rights: Implications for intrahousehold farm labor allocation," World Development, Elsevier, vol. 125(C).
    11. Cornelißen Thomas & Hübler Olaf, 2011. "Unobserved Individual and Firm Heterogeneity in Wage and Job-Duration Functions: Evidence from German Linked Employer–Employee Data," German Economic Review, De Gruyter, vol. 12(4), pages 469-489, December.
    12. Frederiksen, Anders & Halliday, Timothy J. & Koch, Alexander K., 2010. "What Do We Work For? An Anatomy of Pre- and Post-Tax Earnings Growth," IZA Discussion Papers 5298, Institute of Labor Economics (IZA).
    13. Hausman, Jerry A. & Woutersen, Tiemen, 2014. "Estimating a semi-parametric duration model without specifying heterogeneity," Journal of Econometrics, Elsevier, vol. 178(P1), pages 114-131.
    14. Mark Andrew, 2012. "The Changing Route to Owner-occupation: The Impact of Borrowing Constraints on Young Adult Homeownership Transitions in Britain in the 1990s," Urban Studies, Urban Studies Journal Limited, vol. 49(8), pages 1659-1678, June.
    15. Wolter, James Lewis, 2016. "Kernel estimation of hazard functions when observations have dependent and common covariates," Journal of Econometrics, Elsevier, vol. 193(1), pages 1-16.
    16. Bo E. Honore & Aureo de Paula, 2007. "Interdependent Durations, Second Version," PIER Working Paper Archive 08-044, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Nov 2008.
    17. Bernauer, Thomas & Kalbhenn, Anna & Koubi, Vally & Ruoff, Gabriele, 2008. "Globalization, Political Regimes and International Environmental Commitment," Proceedings of the German Development Economics Conference, Zurich 2008 1, Verein für Socialpolitik, Research Committee Development Economics.
    18. Basu, Deepankar & de Jong, Robert, 2009. "A note on binary choice duration models," Economics Letters, Elsevier, vol. 102(1), pages 17-18, January.
    19. Frederiksen, Anders & Honore, Bo E. & Hu, Luojia, 2007. "Discrete time duration models with group-level heterogeneity," Journal of Econometrics, Elsevier, vol. 141(2), pages 1014-1043, December.
    20. James Wolter, 2015. "Kernel Estimation Of Hazard Functions When Observations Have Dependent and Common Covariates," Economics Series Working Papers 761, University of Oxford, Department of Economics.
    21. Bo E. Honoré & Aureo de Paula, 2009. ""Interdependent Durations" Third Version," PIER Working Paper Archive 09-039, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Feb 2008.

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