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Book Categories |
Preface | ||
Introduction | 1 | |
Basic Approach | 17 | |
Creating Some Data | 27 | |
Classical Least-Squares | 51 | |
Inverse Least-Squares | 71 | |
Factor Spaces | 79 | |
Principal Component Regression | 99 | |
PCR in Action | 111 | |
Partial Least-Squares | 131 | |
PLS in Action | 143 | |
The Beginning | 159 | |
App. A | Matrices and Matrix Operations | 161 |
App. B | Errors: Some Definitions of Terminology | 167 |
App. C | Centering and Scaling | 173 |
App. D | F-Tests for Reduced Eigenvalues | 181 |
App. E | Leverage and Influence | 183 |
Bibliography | 189 | |
Index | 197 |
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