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math.ST2024
Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time
Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz
In the context of right-censored data, we study the problem of predicting the restricted time to event based on a set of covariates. Under a quadratic loss, this problem is equival…
math.ST2023★ 3 cited
A Comprehensive Framework for Evaluating Time to Event Predictions using the Restricted Mean Survival Time
Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz
The restricted mean survival time (RMST) is a widely used quantity in survival analysis due to its straightforward interpretation. For instance, predicting the time to event based…