Fundamentals and Analytical Applications of Multiway Calibration
Gebonden Engels 2015 9780444635273
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
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Inhoudsopgave
<p>Views on multi-way calibration, its past and future<br>1. Fundamentals of PARAFAC<br>2. Usefulness of PARAFAC for the quantification, identification and description of analytical data<br>3. Multiway calibration based on alternating multilinear decomposition<br>4. Practical analytical applications of multiway calibration methods based on alternating multilinear decomposition<br>5. Fundamentals and applications of multivariate curve resolution methods (MCR-ALS)<br>6. Multivariate curve resolution methods for qualitative and quantitative analysis in analytical chemistry<br>7. Unfolded and multi-way partial least-squares with residual multi-linearization. Fundamentals<br>8. Unfolded and multi-way partial least-squares with residual multi-linearization. Applications<br>9. Simultaneous determination of organic colorants and its degradation products in environmental samples<br>10. Pixel-level data analysis methods for comprehensive two-dimensional chromatography<br>11. Application of multi-way calibration in comprehensive two-dimensional gas chromatography<br>12. Exploring the multidimensionality of high-resolution luminescence spectroscopy to generate high-order data for multivariate calibration methods<br>13. Figures of merit in multi-way calibration</p>
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