Nonparametric estimation of marked survival data in the presence of dependent censoring
Sign Up to like & getrecommendations! Published in 2023 at "Statistics in Medicine"
DOI: 10.1002/sim.9710
Abstract: We consider nonparametrically estimating the joint distribution of a survival time and mark variable, where the survival time is subject to right censoring and the mark variable is only observed when the survival time is… read more here.
Keywords: estimation marked; survival data; marked survival; dependent censoring ... See more keywords
Copula based dependent censoring in cure models
Sign Up to like & getrecommendations! Published in 2024 at "TEST"
DOI: 10.1007/s11749-024-00961-7
Abstract: In this paper we consider a time-to-event variable $T$ that is subject to random right censoring, and we assume that the censoring time $C$ is stochastically dependent on $T$ and that there is a positive… read more here.
Keywords: cure models; censoring cure; dependent censoring; model ... See more keywords
A causal inference approach to compare leukaemia treatment outcome in the absence of randomization and with dependent censoring.
Sign Up to like & getrecommendations! Published in 2021 at "International journal of epidemiology"
DOI: 10.1093/ije/dyab150
Abstract: BACKGROUND One cause of poor outcomes in children of low-income countries affected by acute lymphoblastic leukaemia (ALL) is loss to follow-up due to abandonment of treatment. Assuming this type of loss to follow-up as independent… read more here.
Keywords: dependent censoring; compare; treatment; causal inference ... See more keywords