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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…
stat.ME2021
A nonparametric instrumental approach to endogeneity in competing risks models
Jad Beyhum, Jean-Pierre Florens, Ingrid Van Keilegom
This paper discusses endogenous treatment models with duration outcomes, competing risks and random right censoring. The endogeneity issue is solved using a discrete instrumental v…