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Maximum Likelihood Inference for the Cox Regression Model with Applications to Missing Covariates

In this paper, we carry out an in-depth theoretical investigation for existence of maximum likelihood estimates for the Cox model (Cox, 1972, 1975) both in the full data setting as well as in the presence of missing covariate data. The main motivation for this work arises from missing data problems,...

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Detalhes bibliográficos
Main Authors: Chen, Ming-Hui, Ibrahim, Joseph G., Shao, Qi-Man
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2744117/
https://ncbi.nlm.nih.gov/pubmed/19802375
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2009.03.013
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