4 papers · 1 filter
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…
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…
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…
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…