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Biomarker evaluation - c-statistic (AUC) and alternatives

Datamethods Discussion Forum [Unofficial] March 25, 2026
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My understanding is that the C statistic of a simple model is interpretable and is an essential metric. What I intend to convey is that comparing C statistics is difficult to interpret. Adding a new factor to a model typically yields small improvements. For example, from 0.70 to 0.72, the practical interpretation of such a result is unclear. Or is this difference interpretable?

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