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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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Detaylı Bibliyografya
Asıl Yazarlar: Schmid, Matthias, Hothorn, Torsten
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2008
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC2453145/
https://ncbi.nlm.nih.gov/pubmed/18538026
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-269
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