The non-parametric identification of the mixed proportional hazards competing risks model
AbstractWe prove identification of dependent competing risks models in which each risk has a mixed proportional hazard specification with regressors, and the risks are dependent by way of the unobserved heterogeneity, or frailty, components. We show that the conditions for non-parametric identification given by Heckman and Honor6 (1989) can be relaxed. We generalize the results for the case in which multiple spells are observed for each subject.
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Bibliographic InfoPaper provided by VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics in its series Serie Research Memoranda with number 0024.
Date of creation: 2000
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competing risks; mixed proportional hazard; non-parametric identification; frailty; duration model; multiple spells.;
Other versions of this item:
- Jaap H. Abbring & Gerard J. van den Berg, 2000. "The Non-Parametric Identification of the Mixed Proportional Hazards Competing Risks Model," Tinbergen Institute Discussion Papers 00-066/3, Tinbergen Institute.
- C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
This paper has been announced in the following NEP Reports:
- NEP-ALL-2002-03-14 (All new papers)
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