2 papers
stat.ME2025
Bounds for the regression parameters in dependently censored survival models
Ilias Willems, Jad Beyhum, Ingrid Van Keilegom
We propose a semiparametric model to study the effect of covariates on the distribution of a censored event time while making minimal assumptions about the censoring mechanism. The…
math.ST2025
A flexible control function approach for survival data subject to different types of censoring
Ilias Willems, Sara Rutten, Gilles Crommen +1
This paper addresses the problem of identifying and estimating the causal effect of a treatment in the presence of unmeasured confounding and various types of right-censoring. Exam…