3 citations · 3 across the 4 of their papers we have counts for
4 papers
Tests of exogeneity in duration models with censored data
Gilles Crommen, Jean-Pierre Florens, Ingrid Van Keilegom
Consider the setting in which a researcher is interested in the causal effect of a treatment on a duration time , which is subject to right censoring. We assume that $T=φ(X,…
Estimation of the complier causal hazard ratio under dependent censoring
Gilles Crommen, Jad Beyhum, Ingrid Van Keilegom
In this work, we are interested in studying the causal effect of an endogenous binary treatment on a dependently censored duration outcome. By dependent censoring, it is meant that…
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…
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…