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Dispersion indices based on Kerridge inaccuracy and Kullback-Leibler divergence

Authors :
Buono, Francesco
Calì, Camilla
Longobardi, Maria
Publication Year :
2021

Abstract

The concept of varentropy has been recently introduced as a dispersion index of the reliability of measure of information. In this paper, we introduce new measures of variability for two measures of uncertainty, the Kerridge inaccuracy measure and the Kullback-Leibler divergence. These new definitions and related properties, bounds and examples are presented. Finally we show an application of Kullback-Leibler divergence and its dispersion index using the mean-variance rule.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2106.12292
Document Type :
Working Paper