70 citations · 200 across the 28 of their papers we have counts for
4 papers · 1 filter
Copula based dependent censoring in cure models
Morine Delhelle, Ingrid Van Keilegom
In this paper we consider a time-to-event variable that is subject to random right censoring, and we assume that the censoring time is stochastically dependent on and t…
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…
Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models
Ana López-Cheda, Ricardo Cao, M. Amalia Jácome +1
A completely nonparametric method for the estimation of mixture cure models is proposed. A nonparametric estimator of the incidence is extensively studied and a nonparametric estim…
Nonparametric covariate hypothesis tests for the cure rate in mixture cure models
Ana López-Cheda, M. Amalia Jácome, Ingrid Van Keilegom +1
In lifetime data, like cancer studies, theremay be long term survivors, which lead to heavy censoring at the end of the follow-up period. Since a standard survival model is not app…