70 citations · 200 across the 28 of their papers we have counts for
5 papers · 1 filter
Instrumental variable quantile regression under random right censoring
Jad Beyhum, Lorenzo Tedesco, Ingrid Van Keilegom
This paper studies a semiparametric quantile regression model with endogenous variables and random right censoring. The endogeneity issue is solved using instrumental variables. It…
Testing for homogeneous treatment effects in linear and nonparametric instrumental variable models
Jad Beyhum, Jean-Pierre Florens, Elia Lapenta +1
The hypothesis of homogeneous treatment effects is central to the instrumental variables literature. This assumption signifies that treatment effects are constant across all subjec…
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…
A 2-step estimation procedure for semiparametric mixture cure models
Eni Musta, Valentin Patilea, Ingrid Van Keilegom
Cure models have been developed as an alternative modelling approach to conventional survival analysis in order to account for the presence of cured subjects that will never experi…
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…