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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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Dettagli Bibliografici
Pubblicato in:Cancer Inform
Autori principali: Gentry, Amanda Elswick, Jackson-Cook, Colleen K, Lyon, Debra E, Archer, Kellie J
Natura: Artigo
Lingua:Inglês
Pubblicazione: Libertas Academica 2015
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Accesso online: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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