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math.ST2024
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…
math.ST2022★ 3 cited
An instrumental variable approach under dependent censoring
Gilles Crommen, Jad Beyhum, Ingrid Van Keilegom
This paper considers the problem of inferring the causal effect of a variable on a dependently censored survival time . We allow for unobserved confounding variables, such t…