Comparison and equality of generalized $\psi$-estimators
Statistics Theory
2025-09-16 v2 Statistics Theory
Abstract
We solve the comparison problem for generalized -estimators introduced in Barczy and P\'ales (2022). Namely, we derive several necessary and sufficient conditions under which a generalized -estimator less than or equal to another -estimator for any sample. We also solve the corresponding equality problem for generalized -estimators. For applications, we solve the two problems in question for Bajraktarevi\'c-type- and quasi-arithmetic-type estimators. We also apply our results for some known statistical estimators such as for empirical expectiles and Mathieu-type estimators and for solutions of likelihood equations in case of normal, a Beta-type, Gamma, Lomax (Pareto type II), lognormal and Laplace distributions.
Cite
@article{arxiv.2309.04773,
title = {Comparison and equality of generalized $\psi$-estimators},
author = {Matyas Barczy and Zsolt Páles},
journal= {arXiv preprint arXiv:2309.04773},
year = {2025}
}
Comments
51 pages