Constrained principal component analysis and related techniques /

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 (MCPHS users only)
Main Author: Takane, Yoshio (Author)
Format: Electronic eBook
Language:English
Published: Boca Raton : CRC Press, 2014
Series:Monographs on statistics and applied probability (Series) ; 129.
Subjects:
Local Note:ProQuest Ebook Central