<abstract xmlns="http://www.w3.org/1999/xhtml"><p> A new parametric probabilistic measure of information and a corresponding symmetric divergence (distance) measure is proposed. The information measure is useful to study the uncertainty and the corresponding divergence measure is useful for comparing two probability distributions. The proposed parametric divergence measure belongs to the family of Csiszar’s f-divergence measures. The bounds of this divergence measures are obtained in terms of some well known divergence measures. Some properties of the proposed information and divergence measures are studied.</p></abstract>

A new parametric probabilistic measure of information and a corresponding symmetric divergence (distance) measure is proposed. The information measure is useful to study the uncertainty and the corresponding divergence measure is useful for comparing two probability distributions. The proposed parametric divergence measure belongs to the family of Csiszar’s f-divergence measures. The bounds of this divergence measures are obtained in terms of some well known divergence measures. Some properties of the proposed information and divergence measures are studied.

On a New Csiszar’s f-Divergence Measure

DCR University of Science and Technology, Murthal-131039 (HARYANA), INDIA

Shri Mata Vaishno Devi University, sub post office, Katra-182320 (J & K), INDIA

Cybernetics and Information Technologies

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A new parametric probabilistic measure of information and a corresponding symmetric divergence (distance) measure is proposed. The information measure is...

On a New Csiszar’s f-Divergence Measure

Publié en ligne: 21 mai 2013

Pages: 43 - 57

DOI: https://doi.org/10.2478/cait-2013-0013

Mots clés
Csiszar’s f-Divergence, distance measure information, information bounds

This content is open access.

On a New Csiszar’s f-Divergence Measure

Publié en ligne: 21 mai 2013

Pages: 43 - 57

DOI: https://doi.org/10.2478/cait-2013-0013

Mots clésCsiszar’s f-Divergence, distance measure information, information bounds

This content is open access.

Mots clés
Csiszar’s f-Divergence, distance measure information, information bounds