231 citations · 397 across the 15 of their papers we have counts for
17 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,…
Survival analysis under label shift
Yuxiang Zong, Yanyuan Ma, Ingrid Van Keilegom
Let P represent the source population with complete data, containing covariate and response , and Q the target population, where only the covariate is…
Testing for sufficient follow-up in cure models with categorical covariates
Tsz Pang Yuen, Eni Musta, Ingrid Van Keilegom
In survival analysis, estimating the fraction of 'immune' or 'cured' subjects who will never experience the event of interest, requires a sufficiently long follow-up period. A few…
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 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…
Dependent censoring based on copulas
Claudia Czado, Ingrid Van Keilegom
Consider a survival time T that is subject to random right censoring, and suppose that T is stochastically dependent on the censoring time C. We are interested in the marginal dist…