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...

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Bibliographic Details
Superior document:Monographs on statistics and applied probability ; 129
:
Place / Publishing House:Boca Raton : : Chapman and Hall/CRC,, [2014]
2014
Year of Publication:2014
Language:English
Series:Monographs on statistics and applied probability (Series) ; 129.
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Physical Description:1 online resource (244 pages) :; illustrations.
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