Constrained Principal Component Analysis and Related Techniques
Download or Read eBook Constrained Principal Component Analysis and Related Techniques PDF 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.
Author | : Yoshio Takane |
Publisher | : CRC Press |
Total Pages | : 244 |
Release | : 2016-04-19 |
ISBN-10 | : 9781466556683 |
ISBN-13 | : 1466556684 |
Rating | : 4/5 (83 Downloads) |
Book Synopsis Constrained Principal Component Analysis and Related Techniques by : Yoshio Takane
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