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Chemometrics : data analysis for the laboratory and chemical plant / Richard G. Brereton.
AUTOR:
Richard G. Brereton
ISBN:
0471489778
EDITOR:
Wiley
IDIOMA:
eng
PÁGINAS:
XIV, 489
AÑO:
2003
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RECOMENDADO EN LAS SIGUIENTES ASIGNATURAS
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RESUMEN
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Although chemometrics is being used more and more widely, there are still very few books aimed at the non-expert. This book is aimed at the large number of people who need to use chemometrics but do not wish to understand complex mathematics. The author has included worked problems and also two dedicated chapters explaining how to analyse data sets using the two most common chemometrics packages. Large datasets will also be available on an internet site so readers can see for themselves how results can be obtained without having to type in the numbers themselves.. 5 chapters on basic principles of chemometrics analysis: l 2 chapters on use of Excel and Matlab, the two main software packages for chemometrics. Worked problems at end of each chapter, including many real life examples |
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INDICE
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Preface
Supplementary Information
Acknowledgements
1 Introduction 1
2 Experimental Design 15
3 Signal Processing 119
4 Pattern Recognition 183
5 Calibration 271
6 Evolutionary Signals 339
App. A.1 Vectors and Matrices 409
App. A.2 Algorithms 412
App. A.3 Basic Statistical Concepts 417
App. A.4 Excel for Chemometrics 425
App. A.5 Matlab for Chemometrics 456
Index 479
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