2 papers
math.ST2025
On Generalized Likelihood Estimation Based on the Logarithmic Norm Relative Entropy
Himanshi Singh, Abhik Ghosh, Nil Kamal Hazra
Traditional likelihood based methods for parameter estimation get highly affected when the given data is contaminated by outliers even in a small proportion. In this paper, we cons…
math.ST2025
A Generalized Notion of Completeness and Its Application
Himanshi Singh, Tanmay Sahoo, Nil Kamal Hazra
From the perspective of data reduction, the notions of minimal sufficient and complete statistics together play an important role in determining optimal statistics (estimators). Th…