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A General Semiparametric Hazards Regression Model: Efficient Estimation and Structure Selection

We consider a general semiparametric hazards regression model that encompasses Cox’s proportional hazards model and the accelerated failure time model for survival analysis. To overcome the nonexistence of the maximum likelihood, we derive a kernel-smoothed profile likelihood function, and prove tha...

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Detalhes bibliográficos
Main Authors: Tong, Xingwei, Zhu, Liang, Leng, Chenlei, Leisenring, Wendy, Robison, Leslie L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3913752/
https://ncbi.nlm.nih.gov/pubmed/23824784
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5885
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