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Bayesian Nonparametric Non-Proportional Hazards Survival Modelling

We develop a Dependent Dirichlet Process model for survival analysis data. A major feature of the proposed approach is that there is no necessity for resulting survival curve estimates to satisfy the ubiquitous proportional hazards assumption. An illustration based on a cancer clinical trial is give...

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Detalhes bibliográficos
Main Authors: De Iorio, Maria, Johnson, Wesley O., Müller, Peter, Rosner, Gary L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2748143/
https://ncbi.nlm.nih.gov/pubmed/19210742
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2008.01166.x
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