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A Product Partition Model With Regression on Covariates

We propose a probability model for random partitions in the presence of covariates. In other words, we develop a model-based clustering algorithm that exploits available covariates. The motivating application is predicting time to progression for patients in a breast cancer trial. We proceed by repo...

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Detalhes bibliográficos
Main Authors: Müller, Peter, Quintana, Fernando, Rosner, Gary L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3090756/
https://ncbi.nlm.nih.gov/pubmed/21566678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2011.09066
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