powerROC: An Interactive Web Tool for Sample Size Calculation in Assessing Models' Discriminative Abilities

François Grolleau, Robert Tibshirani, Jonathan H. Chen

Rigorous external validation is crucial for assessing the generalizability of prediction models, particularly by evaluating their discrimination (AUROC) on new data. This often inv…