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Survival analysis models time to event data, typically time to death or failure time. Censored data are a common problem for survival analyses.
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How to properly evaluate survival models of different covariate set and sample size
You can choose from various survival models such as Cox proportional hazards model, accelerated failure time model, or parametric survival models, depending on your specific requirements. … Common evaluation metrics for survival models include concordance index (C-index), Brier score, integrated Brier score, and survival calibration. …