Improved high-dimensional regression models with matrix approximations applied to the comparative case studies with support vector machines

A heuristic approach to combat multicollinearity in least trimmed squares regression analysis

(2018) Mahdi Roozbeh et al.   APPLIED MATHEMATICAL MODELLING

An adaptive nonmonotone trust region method based on a modified scalar approximation of the Hessian in the successive quadratic subproblems

(2017) Saman Babaie-Kafaki et al.   RAIRO-OPERATIONS RESEARCH

Generalized difference-based weighted mixed almost unbiased ridge estimator in partially linear models

(2017) Fikri Akdeniz et al.   STATISTICAL PAPERS

Robust ridge estimator in restricted semiparametric regression models

(2016) Mahdi Roozbeh   JOURNAL OF MULTIVARIATE ANALYSIS

Optimal partial ridge estimation in restricted semiparametric regression models

(2015) Morteza Amini et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Performance of Kibria’s methods in partial linear ridge regression model

(2014) M. Arashi et al.   STATISTICAL PAPERS

Sparse least trimmed squares regression for analyzing high-dimensional large data sets

(2013) Andreas Alfons et al.   Annals of Applied Statistics

Using improved estimation strategies to combat multicollinearity

(2011) M. Hassanzadeh Bashtian et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION