A comparison on parameter-estimation methods in multiple regression analysis with existence of multicollinearity among independent variables

The objective of this research is to compare multiple regression coefficients estimating methods with existence of multicollinearity among independent variables. The estimation methods are Ordinary Least Squares method (OLS), Restricted Least Squares method (RLS), Restricted Ridge Regression method...

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Bibliographic Details
Main Author: Hukharnsusatrue, A.
Format: Article
Language:English
Published: Prince of Songkla University 2005-11-01
Series:Songklanakarin Journal of Science and Technology (SJST)
Subjects:
Online Access:http://www.sjst.psu.ac.th/journal/27-6-pdf/19-parameter.pdf