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LOGISTIC REGRESSION ANALYSIS WITH STANDARDIZED MARKERS

Two different approaches to analysis of data from diagnostic biomarker studies are commonly employed. Logistic regression is used to fit models for probability of disease given marker values while ROC curves and risk distributions are used to evaluate classification performance. In this paper we pre...

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Detalhes bibliográficos
Main Authors: Huang, Ying, Pepe, Margaret S., Feng, Ziding.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3817965/
https://ncbi.nlm.nih.gov/pubmed/24204441
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/13-AOAS634SUPP
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