Bagging-based robust ridge M-estimators in linear regression model for mitigating multicollinearity and outliers Article

Nawaz, Sidra, Zaman, Qamruz, Wasim, Danish et al. (2026). Bagging-based robust ridge M-estimators in linear regression model for mitigating multicollinearity and outliers . COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 55(17), 5930-5956. 10.1080/03610926.2026.2653786

International Collaboration

cited authors

  • Nawaz, Sidra; Zaman, Qamruz; Wasim, Danish; Kibria, BM Golam

authors

publication date

  • September 2, 2026

published in

keywords

  • Bagging
  • MSE
  • Mathematics
  • PERFORMANCE
  • Physical Sciences
  • Science & Technology
  • Statistics & Probability
  • biasing parameter
  • multicollinearity
  • simulation study
  • y-direction outliers

Digital Object Identifier (DOI)

publisher

  • TAYLOR & FRANCIS INC

start page

  • 5930

end page

  • 5956

volume

  • 55

issue

  • 17