Generalized Symmetric Divergence Measures and the Probability of Error

DOI10.1080/03610926.2011.594542zbMath1355.94028arXiv1103.5218OpenAlexW1922504709MaRDI QIDQ4929217

Inder Jeet Taneja

Publication date: 13 June 2013

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1103.5218

zbMATH Keywords

probability of errorJensen-Shannon divergence\(f\)-divergenceJ-divergencearithmetic-geometric divergence

Mathematics Subject Classification ID

Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10)

Cites Work

• Some aspects of error bounds in feature selection
• Relative information of type \(s\), Csiszár's \(f\)-divergence, and information inequalities
• On the f-divergence and singularity of probability measures
• On the convexity of some divergence measures based on entropy functions
• Probability of Error, Expected Divergence, and the Affinity of Several Distributions
• Information radius
• On Information and Sufficiency
• An invariant form for the prior probability in estimation problems

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