Chemical

Author: Zhu Er-Yi Yang Peng Yuan
Publisher:
Publish Date: 2001-11-01
Features: This book takes a practical approach to discuss the application of chemometrics techniques in various instrumental analysis signal processing, as well as industrial diagnostics and optimization. The book is divided into 3 parts and 14 chapters. Part 1 discusses information theory, signal-to-noise ratio enhancement methods, related chemical signal processing, and spectral analysis; Part 2 introduces various regression analysis techniques and pattern recognition discriminant analysis techniques, including multiple discriminant vector analysis, Fisher discriminant vector analysis, principal component analysis, partial least squares, variable expansion and screening methods, as well as the application of these methods in industrial diagnostics and optimization; Part 3 covers artificial neural network methods and chemometrics methods applied in the interference correction of inductively coupled plasma atomic emission spectroscopy.