New Two-Parameter Ridge Estimators for Addressing Multicollinearity in Linear Regression: Theory, Simulation, and Applications Article

Hoque, Md Ariful, Kibria, BM Golam, Bursac, Zoran. (2026). New Two-Parameter Ridge Estimators for Addressing Multicollinearity in Linear Regression: Theory, Simulation, and Applications . 9(1), 10.3390/stats9010015

cited authors

  • Hoque, Md Ariful; Kibria, BM Golam; Bursac, Zoran

authors

publication date

  • February 10, 2026

keywords

  • BIASED ESTIMATOR
  • COMBAT
  • MEAN-SQUARE ERROR
  • Mathematics
  • Mathematics, Interdisciplinary Applications
  • Monte Carlo simulation
  • Physical Sciences
  • Science & Technology
  • Statistics & Probability
  • mean squared error (MSE)
  • multicollinearity
  • new two-parameter estimator
  • ordinary least squares (OLS)
  • real data application

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 9

issue

  • 1