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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Vydané v:	American journal of epidemiology Ročník 167; číslo 3; s. 362
Hlavní autori:	Pepe, Margaret S, Feng, Ziding, Huang, Ying, Longton, Gary, Prentice, Ross, Thompson, Ian M, Zheng, Yingye
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.02.2008
Predmet:	Biomarkers - analysis Epidemiologic Methods Humans Logistic Models Male Models, Theoretical Predictive Value of Tests Prostate-Specific Antigen - blood Risk Risk Assessment - methods ROC Curve Sensitivity and Specificity
ISSN:	1476-6256, 1476-6256
On-line prístup:	Zistit podrobnosti o prístupe
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