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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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Bibliografische gegevens
Hoofdauteurs: Tong, Xingwei, Zhu, Liang, Leng, Chenlei, Leisenring, Wendy, Robison, Leslie L.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2013
Onderwerpen:
Online toegang: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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