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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
Asymptotic breakdown point analysis of the minimum density power divergence estimator under independent non-homogeneous setups
Suryasis Jana, Subhrajyoty Roy, Ayanendranath Basu +1
The minimum density power divergence estimator (MDPDE) has gained significant attention in the literature of robust inference due to its strong robustness properties and high asymp…