The optimal ratio of cases to controls for estimating the classification accuracy of a biomarker
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Publication:3434157
DOI10.1093/BIOSTATISTICS/KXJ018zbMath1170.62388OpenAlexW2168229591WikidataQ82331898 ScholiaQ82331898MaRDI QIDQ3434157
Margaret S. Pepe, Unnamed Author
Publication date: 23 April 2007
Published in: Biostatistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1093/biostatistics/kxj018
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50) Estimation in survival analysis and censored data (62N02)
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Constructing the best linear combination of diagnostic markers via sequential sampling ⋮ Estimating the diagnostic likelihood ratio of a continuous marker ⋮ Sequential estimate of partial area under ROC curve with \(\beta \)-protection and optimal ratio of cases to controls ⋮ Matching in Studies of Classification Accuracy: Implications for Analysis, Efficiency, and Assessment of Incremental Value ⋮ Bounding sample size projections for the area under a ROC curve
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