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portada Multivariate Data Analysis on Matrix Manifolds: (With Manopt)
Type
Physical Book
Publisher
Language
English
Pages
450
Format
Paperback
Dimensions
23.4x15.6x2.4 cm
Weight
0.65 kg.
ISBN13
9783030769765

Multivariate Data Analysis on Matrix Manifolds: (With Manopt)

Nickolay Trendafilov (Author) · Michele Gallo (Author) · Springer · Paperback

Multivariate Data Analysis on Matrix Manifolds: (With Manopt) - Trendafilov, Nickolay ; Gallo, Michele

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Synopsis "Multivariate Data Analysis on Matrix Manifolds: (With Manopt) "

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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