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Book Categories |
Preface | ||
Preface to the Second Edition | ||
Preface to the First Edition | ||
Historical Perspective of the Author | ||
Prologue | ||
1 | Introduction | 1 |
2 | Main Steps | 11 |
3 | Mathematical Formulation of Target Factor Analysis | 28 |
4 | Effects of Experimental Error on Target Factor Analysis | 73 |
5 | Numerical Examples of Target Factor Analysis | 133 |
6 | Evolutionary Methods | 151 |
7 | Multimode Factor Analysis | 197 |
8 | Partial Least-Squares Regression | 223 |
9 | Component Analysis | 255 |
10 | Nuclear Magnetic Resonance | 295 |
11 | Chromatography | 311 |
12 | Additional Applications | 335 |
App. A | Pseudoinverse | 382 |
App. B | Toolbox for Chemical Factor Analysis | 384 |
App. C | MATLAB programs | 387 |
Bibliography | 393 | |
Author Index | 397 | |
Subject Index | 405 |
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