On shape properties of the receiver operating characteristic curve

DOI10.1016/j.spl.2015.04.003zbMath1328.62048OpenAlexW2076123659MaRDI QIDQ893961

Bhaskar Bhattacharya, Gareth Hughes

Publication date: 23 November 2015

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2015.04.003

zbMATH Keywords

entropyasymmetryKullback-Leibler divergenceROCrelative distributions

Mathematics Subject Classification ID

Statistical aspects of information-theoretic topics (62B10)

Uses Software

• SUN

Cites Work

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• Symmetry of receiver operating characteristic curves and Kullback-Leibler divergences between the signal and noise populations
• Interpreting Kullback--Leibler divergence with the Neyman-Pearson Lemma
• Symmetric receiver operating characteristics
• THE COLLEAGUE MATRIX, A CHEBYSHEV ANALOGUE OF THE COMPANION MATRIX
• ROC Curves for Continuous Data
• Regression Models for Convex ROC Curves

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