2 papers
stat.ME2025
Non-parametric assessment of the calibration of individualized treatment effects
Mohsen Sadatsafavi, Jeroen Hoogland, Thomas P. A. Debray +1
An important aspect of the performance of algorithms that predict individualized treatment effects (ITE) is moderate calibration, i.e., the average treatment effect among individua…
stat.ME2025
Identification of distributions for risks based on the first moment and c-statistic
Mohsen Sadatsafavi, Tae Yoon Lee, John Petkau
We show that for any family of distributions with support on [0,1] with strictly monotonic cumulative distribution function that has no jumps and is quantile-identifiable (i.e., an…