The emphasis of this book is on understanding the principles and applications behind the main ideas in chemometrics, which can then be applied to a wide variety of problems in chemistry, chemical engineering and allied disciplines. The chapters cover experimental design, signal processing, pattern recognition, calibration and evolutionary data.
The text is based around extensive work examples based primarily on the author's experience of more than a decade in chemometrics research and education both with university students and industrialists. In addition, the problems at the end of each chapter cover a wide range of applications to illustrate the broad applicability of these methods in different fields: these form an important part of the text, being a mixture of real case studies and simulations which are ideal for coursework or self study. For each of these 54 problems, the relevant sections of the text that provide further information are referenced. Appendices on matirx algebra, basic statical concepts, common algorithms, Excel and MATLAB complete the book. |
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