Linear Dimensionality Reduction

This book provides an overview of some classical linear methods in Multivariate Data Analysis. This is an old domain, well established since the 1960s, and refreshed timely as a key step in statistical learning. It can be presented as part of statistical learning, or as dimensionality reduction with...

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Bibliographic Details

Main Author:	Franc, Alain (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edition:	1st ed. 2025.
Series:	Lecture Notes in Statistics, 228
Subjects:	Multivariate analysis. Big data. Machine learning. Multivariate Analysis. Big Data. Statistical Learning.
Online Access:	https://doi.org/10.1007/978-3-031-95785-7
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