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Comput Methods Programs Biomed. 2003 Jun;71(2):141-7.

Principal component regression analysis with SPSS.

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1
Medical College of Jinan University, Guangzhou 510632, People's Republic of China. trxliu@263.net

Abstract

The paper introduces all indices of multicollinearity diagnoses, the basic principle of principal component regression and determination of 'best' equation method. The paper uses an example to describe how to do principal component regression analysis with SPSS 10.0: including all calculating processes of the principal component regression and all operations of linear regression, factor analysis, descriptives, compute variable and bivariate correlations procedures in SPSS 10.0. The principal component regression analysis can be used to overcome disturbance of the multicollinearity. The simplified, speeded up and accurate statistical effect is reached through the principal component regression analysis with SPSS.

PMID:
12758135
[Indexed for MEDLINE]
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