SELECTION OF VARIABLES IN THE LINEAR REGRESSION WITH THE RESTRICTED RRQR ALGORITHM

A Strategy for the Selection of Regression Models with Two Qualitative Regressors

A Comparative Study of Some Two –Parameter Ridge-Type and Liu-Type Estimators to Combat Multicollinearity Problem in Regression Models: Simulation and Application

Review of Classical Methods and Variables Selection in Case of Multicollinearity: A Case Study with Real-Data

Estimating the Linear Regression Model in High-Dimensional Data and collinearity

Robust Mixture Regression Estimation Based on least trimmed sum of absolute Method by using Several Models

.Efficiency of regression models in the presences of outliers

.Combined between Adaptive G Lasso and LARS Under Using Some Criteria

A new Method to Estimate the Parameters of Quadratic Regression

A New Approach for Model Selection with Two Qualitative Regressors