Non-proportional hazards models in survival analysis

Non-proportional hazards models in survival analysis
复制标题

生存分析中的非比例风险模型

DOI:
10.1007/978-3-642-57678-2_14
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发表时间:
2000
影响因子:
4.5
通讯作者:
P. Eilers
P. Eilers
中科院分区:
数学1区
文献类型:
--
作者:
H. V. Houwelingen;P. Eilers

文献摘要

被引文献

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Cox’ proportional hazard model is usually the model of choice in survival analysis. It is shown that this model can be embedded in a GLMmodel by proper discretization of the time axis. That approach easily allows non-proportional hazard models, that are special cases of time-varying coefficients models. It is shown how the effective dimension of the general non-proportional hazards model can be controlled by either reduced rank regression methods of P-splines methodology.