InTeсh, 2012. - 326 p.
In this book various practical applications of chemometric methods in chemistry, biochemistry and chemical technology are presented, and selected chemometric methods are described in tutorial style.
The book contains 14 independent chapters and is devoted to filling the gap between textbooks on multivariate data analysis and research journals on chemometrics and chemoinformatics.
Methods
Model Population Analysis for Statistical Model Comparison
Critical Aspects of Supervised Pattern Recognition Methods for Interpreting Compositional Data
Analysis of Chemical Processes, Determination of the Reaction Mechanism and Fitting of Equilibrium and Rate Constants
Exploratory Data Analysis with Latent Subspace Models
Experimental Optimization and Response Surfaces
Biochemistry
Metabolic Bio marker Identification with Few Samples
Kinetic Analyses of Enzyme Reaction Curves with New Integrated Rate Equations and Applications
Chemometric Study on Molecules with Anticancer Properties
Electronic Nose Integrated with Chemometrics for Rapid Identification of Foodborne Pathogen
Technology
Chemometrics in Food Technology
Metabolomics and Chemometrics as Tools for Chemo(bio)diversity Analysis - Maize Landraces and Propolis
Using Principal Component Scores and Artificial Neural Networks in Predicting Water Quality Index
PARAFAC Analysis for Temperature-Dependent NMR Spectra of Poly (Lactic Acid) Nanocomposite
Application of Che mo metrics to the Interpretation of Analytical Separations Data