Constrained Principal Component Analysis And Related Techniques

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Constrained Principal Component Analysis and Related Techniques

Constrained Principal Component Analysis and Related Techniques
Author :
Publisher : CRC Press
Total Pages : 244
Release :
ISBN-10 : 9781466556683
ISBN-13 : 1466556684
Rating : 4/5 (684 Downloads)
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Book Synopsis Constrained Principal Component Analysis and Related Techniques by : Yoshio Takane

Download or read book Constrained Principal Component Analysis and Related Techniques written by Yoshio Takane and published by CRC Press. This book was released on 2016-04-19 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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? Why and when is it a good idea to combine them? Wha


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