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Penalized Ordinal Regression Methods for Predicting Stage of Cancer in High-Dimensional Covariate Spaces

The pathological description of the stage of a tumor is an important clinical designation and is considered, like many other forms of biomedical data, an ordinal outcome. Currently, statistical methods for predicting an ordinal outcome using clinical, demographic, and high-dimensional correlated fea...

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Detalhes bibliográficos
Publicado no:Cancer Inform
Main Authors: Gentry, Amanda Elswick, Jackson-Cook, Colleen K, Lyon, Debra E, Archer, Kellie J
Formato: Artigo
Idioma:Inglês
Publicado em: Libertas Academica 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4447150/
https://ncbi.nlm.nih.gov/pubmed/26052223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4137/CIN.S17277
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