Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Sep 2, 2022
Abstract
MOTIVATION: In this article, we consider how to evaluate survival distribution predictions with measures of discrimination. This is non-trivial as discrimination measures are the most commonly used in survival analysis and yet there is no clear method to derive a risk prediction from a distribution prediction. We survey methods proposed in literature and software and consider their respective advantages and disadvantages.