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The single‐index/Cox mixture cure model

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Publication:5214502
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DOI10.1111/biom.12999zbMath1436.62504OpenAlexW2901152128WikidataQ93086890 ScholiaQ93086890MaRDI QIDQ5214502

Ingrid Van Keilegom, Maïlis Amico, Catherine Legrand

Publication date: 7 February 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://lirias.kuleuven.be/handle/123456789/642832

zbMATH Keywords

EM algorithmkernel smoothingsurvival analysislogistic modelproportional hazards modelcure models


Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Reliability and life testing (62N05)


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A stochastic version of the EM algorithm for mixture cure model with exponentiated Weibull family of lifetimes, A likelihood-based approach for cure regression models, A presmoothing approach for estimation in the semiparametric Cox mixture cure model, A general approach for cure models in survival analysis, A simulation-extrapolation approach for the mixture cure model with mismeasured covariates



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