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Constrained Principal Component Analysis and Relat... - a book by Takane, Yoshio

Constrained Principal Component Analysis and Related Techniques

Constrained Principal Component Analysis and Related Techniques( )
Author: Takane, Yoshio
Series title:Chapman and Hall/CRC Monographs on Statistics and Applied Probability Ser.
ISBN:978-1-4665-5666-9
Publication Date:Oct 2013
Publisher:CRC Press LLC
Imprint:Chapman & Hall/CRC
Book Format:Hardback
List Price:USD $94.95
Book Description:

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?
  • What kind of benefits are we getting from them?

Addressing these questions, Constrained...
More Description

Book Details
Pages:251
Detailed Subjects: Mathematics / Probability & Statistics / Multivariate Analysis
Mathematics / Probability & Statistics / General
Physical Dimensions (W X L X H):6.125 x 9.25 Inches
Book Weight:1.288 Pounds

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