Bagging survival tree procedure for variable selection and prediction in the presence of nonsusceptible patients

BACKGROUND: For clinical genomic studies with high-dimensional datasets, tree-based ensemble methods offer a powerful solution for variable selection and prediction taking into account the complex interrelationships between explanatory variables. One of the key component of the tree-building process...

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Detalles Bibliográficos
Autores principales: Mbogning, Cyprien, Broët, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4895817/
https://www.ncbi.nlm.nih.gov/pubmed/27266372
http://dx.doi.org/10.1186/s12859-016-1090-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4895817/
https://www.ncbi.nlm.nih.gov/pubmed/27266372
http://dx.doi.org/10.1186/s12859-016-1090-x

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