Title: Methods Comparison of Linear Regression with Correlated Independent Variables
Abstract: In this paper we apply principle component regression(PCR) and simple partial least-squares regression(PLS1) toanalysis the same model which is the multiple linear regression with multicollinearity independent variables and conclude that the PLS1 is more suitable than PCR.In addition give reasonable analysis.
Publication Year: 2006
Publication Date: 2006-01-01
Language: en
Type: article
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