2 papers
math.ST2026
Generalized Cramér-Rao Inequalities Associated with -Divergence and -Exponential Family
Satyajit Dhadumia
The Kullback-Leibler (KL) divergence and exponential family have laid the foundation for information geometry and have been widely generalized. Using Eguchi's theory, the Fisher in…
math.ST2025
A Generalized Cramér-Rao Bound Using Information Geometry
Satyajit Dhadumia, M. Ashok Kumar
In information geometry, statistical models are considered as differentiable manifolds, where each probability distribution represents a unique point on the manifold. A Riemannian…