Articles with "restricted principal" as a keyword



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The small sample properties of the restricted principal component regression estimator in linear regression model

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Published in 2017 at "Communications in Statistics - Theory and Methods"

DOI: 10.1080/03610926.2015.1024867

Abstract: ABSTRACT In regression analysis, to deal with the problem of multicollinearity, the restricted principal components regression estimator is proposed. In this paper, we compared the restricted principal components regression estimator, the principal components regression estimator,… read more here.

Keywords: restricted principal; regression; regression estimator; components regression ... See more keywords