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Preface
1 Introduction
2 Vector and function spaces
3 Linear operator and functionals
4 Compact operators and singular value decomposition
5 Perturbation theory
6 Smoothing and regularization
7 Random elements in a Hilbert space
8 Mean and covariance estimation
9 Principal components analysis
10 Canonical correlation analysis
11 Regression
References
Index
Notation Index