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Lagged Duration Dependence in Mixed Proportional Hazard Models

  • M. PICCHIO

    ()

We study the non-parametric identification of a mixed proportional hazard model with lagged duration dependence when data provide multiple outcomes per individual or stratum. We show that the information conveyed by the within strata variation can be exploited to non-parametrically identify lagged duration dependence in more general models than in the literature.

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File URL: http://wps-feb.ugent.be/Papers/wp_11_747.pdf
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Paper provided by Ghent University, Faculty of Economics and Business Administration in its series Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium with number 11/747.

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Length: 9 pages
Date of creation: Oct 2011
Date of revision:
Handle: RePEc:rug:rugwps:11/747
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Web page: http://www.ugent.be/eb

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  1. Cockx, Bart & Picchio, Matteo, 2009. "Are Short-Lived Jobs Stepping Stones to Long-Lasting Jobs?," IZA Discussion Papers 4007, Institute for the Study of Labor (IZA).
  2. repec:dgr:kubcen:2011094 is not listed on IDEAS
  3. Arni, Patrick & Lalive, Rafael & van Ours, Jan C, 2009. "How Effective Are Unemployment Benefit Sanctions?," CEPR Discussion Papers 7541, C.E.P.R. Discussion Papers.
  4. Van den Berg, Gerard J., 2001. "Duration models: specification, identification and multiple durations," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 55, pages 3381-3460 Elsevier.
  5. Bart Cockx & Matteo Picchio, 2011. "Scarring Effects of Remaining Unemployed for Long-Term Unemployed School-Leavers," CESifo Working Paper Series 3565, CESifo Group Munich.
  6. Guillaume HORNY & Matteo PICCHIO, 2009. "Identification of Lagged Duration Dependence in Multiple Spells Competing Risks Models," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2009001, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  7. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The identifiability of the mixed proportional hazards competing risks model," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(3), pages 701-710.
  8. Arni, Patrick & Lalive, Rafael & van Ours, Jan C., 2009. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," IZA Discussion Papers 4509, Institute for the Study of Labor (IZA).
  9. Melino, Angelo & Sueyoshi, Glenn T., 1990. "A simple approach to the identifiability of the proportional hazards model," Economics Letters, Elsevier, vol. 33(1), pages 63-68, May.
  10. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, 09.
  11. Lindeboom, Maarten & Kerkhofs, Marcel, 1998. "Multi-state models for clustered duration data: an application to workplace effects on individual sickness absenteeism," Serie Research Memoranda 0008, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  12. Ridder, Geert & Tunali, Insan, 1999. "Stratified partial likelihood estimation," Journal of Econometrics, Elsevier, vol. 92(2), pages 193-232, October.
  13. 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.
  14. Bonnal, Liliane & Fougere, Denis & Serandon, Anne, 1997. "Evaluating the Impact of French Employment Policies on Individual Labour Market Histories," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 683-713, October.
  15. Doiron, Denise & Gørgens, Tue, 2008. "State dependence in youth labor market experiences, and the evaluation of policy interventions," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 81-97, July.
  16. Heckman, James J & Borjas, George J, 1980. "Does Unemployment Cause Future Unemployment? Definitions, Questions and Answers from a Continuous Time Model of Heterogeneity and State Dependence," Economica, London School of Economics and Political Science, vol. 47(187), pages 247-83, August.
  17. Frijters, Paul, 2002. "The non-parametric identification of lagged duration dependence," Economics Letters, Elsevier, vol. 75(3), pages 289-292, May.
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