On ROC analysis with nonbinary reference standard

DOI10.1002/bimj.201100206zbMath1251.62049OpenAlexW1848060167WikidataQ84235337 ScholiaQ84235337MaRDI QIDQ2912002

Shang-Ying Shiu, Constantine A. Gatsonis

Publication date: 13 September 2012

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201100206

zbMATH Keywords

diagnostic tests

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Medical applications (general) (92C50) Testing in survival analysis and censored data (62N03)

Related Items (3)

Multi-category diagnostic accuracy based on logistic regression ⋮ Three-group ROC analysis: a nonparametric predictive approach ⋮ Hypervolume under ROC manifold for discrete biomarkers with ties

Uses Software

• R
• S-PLUS

Cites Work

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• Unnamed Item
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• On the Mixture of Distributions
• Bayesian Isotonic Regression and Trend Analysis
• Statistical analysis of finite mixture distributions
• Automatic Bayesian Curve Fitting
• Estimating Smooth Monotone Functions
• ROC Graphs for Assessing the Ability of a Diagnostic Marker to Detect Three Disease Classes with an Umbrella Ordering
• A simple generalisation of the area under the ROC curve for multiple class classification problems

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