Robust estimation of parameters in logistic regression via solving the Cramer-von Mises type L2 optimization problem
Statistics Theory
2025-12-17 v5 Statistics Theory
Abstract
This paper proposes a novel method to estimate parameters in a logistic regression model. After obtaining the estimators, their asymptotic properties are rigorously investigated.
Cite
@article{arxiv.1703.07044,
title = {Robust estimation of parameters in logistic regression via solving the Cramer-von Mises type L2 optimization problem},
author = {Jiwoong Kim},
journal= {arXiv preprint arXiv:1703.07044},
year = {2025}
}
Comments
Contaminated distribution, Cramer-von Mises optimization, logistic function, maximum likelihood, robustness