Hybrid robust ridge M-estimators via variance adjustment under multicollinearity and contaminated responses in linear regression: a simulation and empirical study Article

Irshad, Muhammad, Zaman, Qamruz, Wasim, Danish et al. (2026). Hybrid robust ridge M-estimators via variance adjustment under multicollinearity and contaminated responses in linear regression: a simulation and empirical study . COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 10.1080/03610918.2026.2677720

cited authors

  • Irshad, Muhammad; Zaman, Qamruz; Wasim, Danish; Kibria, BM Golam

authors

publication date

  • May 26, 2026

published in

keywords

  • Linear model
  • M-estimator
  • MSE
  • Mathematics
  • Multicollinearity
  • OLS
  • Outliers
  • Physical Sciences
  • Robust ridge regression
  • Scaled error variance
  • Science & Technology
  • Simulation study
  • Statistics & Probability

Digital Object Identifier (DOI)

publisher

  • TAYLOR & FRANCIS INC