Quantile-based two-parameter robust ridge M-estimators for linear regression model for mitigating multicollinearity and outliers Article

Haider, Bushra, Asim, Syed Muhammad, Wasim, Danish et al. (2026). Quantile-based two-parameter robust ridge M-estimators for linear regression model for mitigating multicollinearity and outliers . STATISTICS, 10.1080/02331888.2026.2666328

cited authors

  • Haider, Bushra; Asim, Syed Muhammad; Wasim, Danish; Golam Kibria, BM; Zaman, Qamruz

authors

publication date

  • May 6, 2026

published in

keywords

  • Mathematics
  • Mean squared error
  • PARAMETER
  • PERFORMANCE
  • Physical Sciences
  • Science & Technology
  • Statistics & Probability
  • multicollinearity
  • outliers
  • quantile-based methods
  • ridge regression
  • simulation study
  • two-parameter M-estimators

Digital Object Identifier (DOI)

publisher

  • TAYLOR & FRANCIS LTD