Title of article
Relations between Renyi Distance and Fisher Information
Author/Authors
ABBASNEJAD, M. ferdowsi university of mashhad - SCHOOL OF MATHEMATICAL SCIENCE - DEPAT OF STATISTICS, مشهد, ايران , ARGHAMI, N.R. ferdowsi university of mashhad - SCHOOL OF MATHEMATICAL SCIENCE - DEPAT OF STATISTICS, مشهد, ايران
From page
25
To page
37
Abstract
In this paper, we first show that Renyi distance between any member of a parametric family and its perturbations, is proportional to its Fisher information. We, then, prove some relations between the Renyi distance of two distributions and the Fisher information of their exponentially twisted family of densities. Finally, we show that the partial ordering of families induced by Renyi distance is the same as that induced by Fisher information
Keywords
Exponentialy twisted family. Fisher information , Renyi information
Journal title
Journal of the Iranian Statistical Society (JIRSS)
Journal title
Journal of the Iranian Statistical Society (JIRSS)
Record number
2578474
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