
Hybrid and Generalized Bayesian CramérRao Inequalities via Information Geometry
Information geometry is the study of statistical models from a Riemannia...
read it

Are Guessing, Source Coding, and Tasks Partitioning Birds of a Feather?
This paper establishes a close relationship among the four information t...
read it

Generalized Bayesian CramérRao Inequality via Information Geometry of Relative αEntropy
The relative αentropy is the Rényi analog of relative entropy and arise...
read it

CramérRao Lower Bounds Arising from Generalized Csiszár Divergences
We study the geometry of probability distributions with respect to a gen...
read it

A Unified Framework for Problems on Guessing, Source Coding and Task Partitioning
We study four problems namely, Campbell's source coding problem, Arikan'...
read it

Projection Theorems, Estimating Equations, and PowerLaw Distributions
Projection theorems of divergence functionals reduce certain estimation ...
read it

Generalized Estimating Equation for the Studentt Distributions
In KumarS15J2, it was shown that a generalized maximum likelihood estima...
read it

Information Geometric Approach to Bayesian Lower Error Bounds
Information geometry describes a framework where probability densities c...
read it
M. Ashok Kumar
is this you? claim profile