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Comparison of Penalized Cox Regression Methods in Low-Dimensional Data with Few-Events: An Application to Dialysis Patients' Data

Background: Dialysis is a dominant therapeutic method in patients with chronic renal failure. The ratio of those who experienced the event to the predictor variables is expressed as event per variable (EPV). When EPV is low, one of the common techniques which may help to manage the problem is penali...

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Detalles Bibliográficos
Autores principales: Rafati, Shideh, Baneshi, Mohammad Reza, Hassani, Laleh, Bahrampour, Abbas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hamadan University of Medical Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7183557/
https://www.ncbi.nlm.nih.gov/pubmed/31586373