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On estimation for accelerated failure time models with small or rare event survival data

BACKGROUND: Separation or monotone likelihood may exist in fitting process of the accelerated failure time (AFT) model using maximum likelihood approach when sample size is small and/or rate of censoring is high (rare event) or there is at least one strong covariate in the model, resulting in infini...

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Detalles Bibliográficos
Autores principales: Alam, Tasneem Fatima, Rahman, M. Shafiqur, Bari, Wasimul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188212/
https://www.ncbi.nlm.nih.gov/pubmed/35689190
http://dx.doi.org/10.1186/s12874-022-01638-1

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