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Multivariate Data Analysis on Matrix Manifolds: (With Manopt) (in English)
Nickolay Trendafilov
(Author)
·
Michele Gallo
(Author)
·
Springer
· Paperback
Multivariate Data Analysis on Matrix Manifolds: (With Manopt) (in English) - Trendafilov, Nickolay ; Gallo, Michele
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Synopsis "Multivariate Data Analysis on Matrix Manifolds: (With Manopt) (in English)"
Introduction.- Matrix analysis and differentiation.- Matrix manifolds in MDA.- Principal component analysis (PCA).- Factor analysis (FA).- Procrustes analysis (PA).- Linear discriminant analysis (LDA).- Canonical correlation analysis (CCA).- Common principal components (CPC).- Metric multidimensional scaling (MDS) and related methods.- Data analysis on simplexes.
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The book is written in English.
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