Chemometrics - Richard G. Brereton

Chemometrics

Data Analysis for the Laboratory and Chemical Plant
Buch | Hardcover
504 Seiten
2003
John Wiley & Sons Ltd (Verlag)
978-0-471-48977-1 (ISBN)
176,55 inkl. MwSt
  • Titel ist leider vergriffen;
    keine Neuauflage
  • Artikel merken
This title is aimed at people who need to use chemometrics but do not wish to understand complex mathematics. It includes worked problems and also two dedicated chapters explaining how to analyze data sets using the two most common chemometrics packages.
This book is aimed at the large number of people who need to use chemometrics but do not wish to understand complex mathematics, therefore it offers a comprehensive examination of the field of chemometrics without overwhelming the reader with complex mathematics. Includes five chapters that cover the basic principles of chemometrics analysis. Provides two chapters on the use of Excel and MATLAB for chemometrics analysis. Contains 70 worked problems so that readers can gain a practical understanding of the use of chemometrics.

Preface. Supplementary Information. Acknowledgements. 1. INTRODUCTION. Points of View. Software and Calculations. Further Reading. References. 2. EXPERIMENTAL DESIGN. Introduction. Basic Principles. Factorial Designs. Central Composite or Response Surface Designs. Mixture Designs. Simplex Optimisation. Problems. 3. SIGNAL PROCESSING. Sequential Signals in Chemistry. Basics. Linear Filters. Correlograms and Time Series Analysis. Fourier Transform Techniques. Topical Methods. Problems. 4. PATTERN RECOGNITION. Introduction. The Concept and Need for Principal Components Analysis. Principal Components Analysis: the Method. Unsupervised Pattern Recognition: Cluster Analysis. Supervised Pattern Recognition. Multiway Pattern Recognition. Problems. 5. CALIBRATION. Introduction. Univariate Calibration. Multiple Linear Regression. Principal Components Regression. Partial Least Squares. Model Validation. Problems. 6. EVOLUTIONARY SIGNALS. Introduction. Exploratory Data Analysis and Preprocessing. Determining Composition. Resolution. Problems. Appendices. A.1 Vectors and Matrices. A.2 Algorithms. A.3 Basic Statistical Concepts. A.4 Excel for Chemometrics. A.5 Matlab for Chemometrics. Index.

Erscheint lt. Verlag 21.1.2003
Zusatzinfo Illustrations
Verlagsort Chichester
Sprache englisch
Maße 193 x 252 mm
Gewicht 1434 g
Einbandart gebunden
Themenwelt Naturwissenschaften Chemie Allgemeines / Lexika
Naturwissenschaften Chemie Analytische Chemie
ISBN-10 0-471-48977-8 / 0471489778
ISBN-13 978-0-471-48977-1 / 9780471489771
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich