2 papers
stat.ME2026
Weighted NPMLE for the Marginal Mean of Recurrent Events with a Competing Terminal Event
Anna Bellach, Michael R. Kosorok
Regression modeling of recurrent and terminal events continues to present methodological challenges in survival analysis. Existing approaches either make unverifiable assumptions a…
stat.ML2024
Shapley Marginal Surplus for Strong Models
Daniel de Marchi, Michael Kosorok, Scott de Marchi
Shapley values have seen widespread use in machine learning as a way to explain model predictions and estimate the importance of covariates. Accurately explaining models is critica…