On a Difference of Jensen Inequality and its Applications to Mean Divergence Measures
Statistics Theory
2007-06-13 v1 Statistics Theory
Abstract
In this paper we have considered a difference of Jensen's inequality for convex functions and proved some of its properties. In particular, we have obtained results for Csisz\'{a}r \cite{csi1} divergence. A result is established that allow us to compare two measures under certain conditions. By the application of this result we have obtained a new inequality for the well known means such as arithmetic, geometric and harmonic. Some divergence measures based on these means are also defined.
Keywords
Cite
@article{arxiv.math/0501302,
title = {On a Difference of Jensen Inequality and its Applications to Mean Divergence Measures},
author = {Inder Jeet Taneja},
journal= {arXiv preprint arXiv:math/0501302},
year = {2007}
}
Comments
This paper is a part of author's chapter to appear in 'Advances in Imaging and Electron Physics', 2005, Elsevier Publication