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Computationally Efficient Estimation for the Generalized Odds Rate Mixture Cure Model with Interval-Censored Data

For semiparametric survival models with interval censored data and a cure fraction, it is often difficult to derive nonparametric maximum likelihood estimation due to the challenge in maximizing the complex likelihood function. In this paper, we propose a computationally efficient EM algorithm, faci...

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Bibliografiske detaljer
Udgivet i:J Comput Graph Stat
Main Authors: Zhou, Jie, Zhang, Jiajia, Lu, Wenbin
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5978779/
https://ncbi.nlm.nih.gov/pubmed/29861617
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2017.1349665
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