Article
Comparison of Cox Model Methods in A Low-dimensional Setting with Few Events.
Genomics, proteomics & bioinformatics - 1 Aug 2016
Ojeda Francisco M, Müller Christian, Börnigen Daniela, Trégouët David-Alexandre, Schillert Arne, Heinig Matthias, Zeller Tanja, Schnabel Renate B
Abstract excerpt
Prognostic models based on survival data frequently make use of the Cox proportional hazards model. Developing reliable Cox models with few events relative to the number of predictors can be challenging, even in low-dimensional datasets, with a much larger number of observations than variables. In such a setting we examined the performance of methods used to estimate a Cox model, including (i) full model using...
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