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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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Podrobná bibliografie
Vydáno v:Cancer Inform
Hlavní autoři: Gentry, Amanda Elswick, Jackson-Cook, Colleen K, Lyon, Debra E, Archer, Kellie J
Médium: Artigo
Jazyk:Inglês
Vydáno: Libertas Academica 2015
Témata:
On-line přístup: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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