Description
Fundamentals and Analytical Applications of Multi-Way Calibration presents researchers with a set of effective tools they can use to obtain the maximum information from instrumental data. It includes the most advanced techniques, methods, and algorithms related to multi-way calibration and the ways they can be applied to solve actual analytical problems.This book provides a comprehensive coverage of the main aspects of multi-way analysis, including fundamentals and selected applications of chemometrics that can resolve complex analytical chemistry problems through the use of multi-way calibration.- Includes the most advanced techniques, methods, and algorithms related to multi-way calibration and the ways they can be applied to solve actual analytical problems- Presents researchers with a set of effective tools they can use to obtain the maximum information from instrumental data- Provides comprehensive coverage of the main aspects of multi-way analysis, including fundamentals and selected applications of chemometrics
Table of Contents
Views on multi-way calibration, its past and future1. Fundamentals of PARAFAC2. Usefulness of PARAFAC for the quantification, identification and description of analytical data3. Multiway calibration based on alternating multilinear decomposition4. Practical analytical applications of multiway calibration methods based on alternating multilinear decomposition5. Fundamentals and applications of multivariate curve resolution methods (MCR-ALS)6. Multivariate curve resolution methods for qualitative and quantitative analysis in analytical chemistry7. Unfolded and multi-way partial least-squares with residual multi-linearization. Fundamentals8. Unfolded and multi-way partial least-squares with residual multi-linearization. Applications9. Simultaneous determination of organic colorants and its degradation products in environmental samples10. Pixel-level data analysis methods for comprehensive two-dimensional chromatography11. Application of multi-way calibration in comprehensive two-dimensional gas chromatography12. Exploring the multidimensionality of high-resolution luminescence spectroscopy to generate high-order data for multivariate calibration methods13. Figures of merit in multi-way calibration
