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Flexible boosting of accelerated failure time models

BACKGROUND: When boosting algorithms are used for building survival models from high-dimensional data, it is common to fit a Cox proportional hazards model or to use least squares techniques for fitting semiparametric accelerated failure time models. There are cases, however, where fitting a fully p...

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Detalles Bibliográficos
Autores principales: Schmid, Matthias, Hothorn, Torsten
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2453145/
https://www.ncbi.nlm.nih.gov/pubmed/18538026
http://dx.doi.org/10.1186/1471-2105-9-269