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
Link To Document :
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