70 citations · 200 across the 28 of their papers we have counts for
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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…
math.ST2022★ 1 cited
Instrumental variable estimation of dynamic treatment effects on a duration outcome
Jad Beyhum, Samuele Centorrino, Jean-Pierre Florens +1
This paper considers identification and estimation of the causal effect of the time Z until a subject is treated on a survival outcome T. The treatment is not randomly assigned, T…