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Integrating the Predictiveness of a Marker with Its Performance as a Classifier

There are two popular statistical approaches to biomarker evaluation. One models the risk of disease (or disease outcome) with, for example, logistic regression. A marker is considered useful if it has a strong effect on risk. The second evaluates classification performance by use of measures such a...

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Detalhes bibliográficos
Main Authors: Pepe, Margaret S., Feng, Ziding, Huang, Ying, Longton, Gary, Prentice, Ross, Thompson, Ian M., Zheng, Yingye
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2939738/
https://ncbi.nlm.nih.gov/pubmed/17982157
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwm305
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