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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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Détails bibliographiques
Auteurs principaux: Huang, Ying, Pepe, Margaret S., Feng, Ziding.
Format: Artigo
Langue:Inglês
Publié: 2013
Sujets:
Accès en ligne: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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