32 citations · 86 across the 23 of their papers we have counts for
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stat.ME2020★ 32 cited
Model-based ROC (mROC) curve: examining the effect of case-mix and model calibration on the ROC plot
Mohsen Sadatsafavi, Paramita Saha-Chaudhuri, John Petkau
The performance of risk prediction models is often characterized in terms of discrimination and calibration. The Receiver Operating Characteristic (ROC) curve is widely used for ev…
stat.AP2020
Concentration of Benefit index: A threshold-free summary metric for quantifying the capacity of covariates to yield efficient treatment rules
Mohsen Sadatsafavi, Mohammad Ali Mansournia, Paul Gustafson
When data on treatment assignment, outcomes, and covariates from a randomized trial are available, a question of interest is to what extent covariates can be used to optimize treat…