Mitigating multicollinearity and outliers in regression: comparison of some new and old robust ridge M-estimators Article

Wasim, Danish, Zaman, Qamruz, Ahmad, Mansoor et al. (2025). Mitigating multicollinearity and outliers in regression: comparison of some new and old robust ridge M-estimators . JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 95(16), 3526-3547. 10.1080/00949655.2025.2538110

International Collaboration

cited authors

  • Wasim, Danish; Zaman, Qamruz; Ahmad, Mansoor; Kibria, BM Golam

authors

publication date

  • November 2, 2025

published in

keywords

  • Computer Science
  • Computer Science, Interdisciplinary Applications
  • MSE
  • Mathematics
  • OLS
  • Physical Sciences
  • SIMULATION
  • Science & Technology
  • Statistics & Probability
  • Technology
  • outliers
  • ridge regression
  • robust ridge regression
  • simulation study

Digital Object Identifier (DOI)

publisher

  • TAYLOR & FRANCIS LTD

start page

  • 3526

end page

  • 3547

volume

  • 95

issue

  • 16