An integrated perspective of robustness in regression through the lens of the bias-variance trade-off

A Okuno - arXiv preprint arXiv:2407.10418, 2024 - arxiv.org
This paper presents an integrated perspective on robustness in regression. Specifically, we
examine the relationship between traditional outlier-resistant robust estimation and robust …