Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
Abstract
Identification of key factors associated with the risk of developing cardiovascular disease and quantification of this risk using multivariable prediction algorithms are among the major advances made in preventive cardiology and cardiovascular epidemiology in the 20th century. The ongoing discovery of new risk markers by scientists presents opportunities and challenges for statisticians and clinicians to evaluate these biomarkers and to develop...
Paper Details
Title
Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
Published Date
Jan 30, 2008
Journal
Volume
27
Issue
2
Pages
157 - 172
Citation AnalysisPro
You’ll need to upgrade your plan to Pro
Looking to understand the true influence of a researcher’s work across journals & affiliations?
- Scinapse’s Top 10 Citation Journals & Affiliations graph reveals the quality and authenticity of citations received by a paper.
- Discover whether citations have been inflated due to self-citations, or if citations include institutional bias.
Notes
History