Fundamentals and Analytical Applications of Multiway Calibration

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 problemsPresents researchers with a set of effective tools they can use to obtain the maximum information from instrumental dataProvides comprehensive coverage of the main aspects of multi-way analysis, including fundamentals and selected applications of chemometrics

Views on multi-way calibration, its past and future 1. Fundamentals of PARAFAC 2. Usefulness of PARAFAC for the quantification, identification and description of analytical data 3. Multiway calibration based on alternating multilinear decomposition 4. Practical analytical applications of multiway calibration methods based on alternating multilinear decomposition 5. Fundamentals and applications of multivariate curve resolution methods (MCR-ALS) 6. Multivariate curve resolution methods for qualitative and quantitative analysis in analytical chemistry 7. Unfolded and multi-way partial least-squares with residual multi-linearization. Fundamentals 8. Unfolded and multi-way partial least-squares with residual multi-linearization. Applications 9. Simultaneous determination of organic colorants and its degradation products in environmental samples 10. Pixel-level data analysis methods for comprehensive two-dimensional chromatography 11. Application of multi-way calibration in comprehensive two-dimensional gas chromatography 12. Exploring the multidimensionality of high-resolution luminescence spectroscopy to generate high-order data for multivariate calibration methods 13. Figures of merit in multi-way calibration