The identifiability of the mixed proportional hazards competing risks model

The identifiability of the mixed proportional hazards competing risks model
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DOI:
10.1111/1467-9868.00410
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发表时间:
2003-01-01
影响因子:
5.8
通讯作者:
van den Berg, GJ
van den Berg, GJ
中科院分区:
数学1区
文献类型:
--
作者:
Abbring, JH;van den Berg, GJ

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我们证明了识别依赖竞争风险模型,其中每个风险具有混合比例风险规格与回归,和风险是依赖的方式未观察到的异质性,或脆弱性,组件。我们证明了Heckman和Honore给出的鉴别条件是可以放宽的。我们将结果扩展到每个受试者观察到多个咒语的情况。
We 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 identification given by Heckman and Honore can be relaxed. We extend the results to the case in which multiple spells are observed for each subject.