Constrained principal component analysis and related techniques / Yoshio Takane.

In multivariate data analysis, regression techniques predict one set of variables from another while principal component analysis (PCA) finds a subspace of minimal dimensionality that captures the largest variability in the data. How can regression analysis and PCA be combined in a beneficial way? W...

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Bibliographic Details

Online Access:	Full Text (via ProQuest)
Main Author:	Takane, Yoshio (Author)
Format:	eBook
Language:	English
Published:	Boca Raton : CRC Press, [2014]
Series:	Monographs on statistics and applied probability (Series) ; 129.
Subjects:	Principal components analysis. Multivariate analysis.