2022
DOI: 10.48550/arxiv.2207.08237
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A 2-step estimation procedure for semiparametric mixture cure models

Abstract: 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 experience the event of interest. Mixture cure models, which model separately the cure probability and the survival of uncured subjects depending on a set of covariates, are particularly useful for distinguishing curative from life-prolonging effects. In practice, it is common to assume a parametric model for the cure probability and a sem… Show more

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