Chemometrics in Spectroscopy
Revised Second Edition
Paperback Engels 2021 9780323911641Samenvatting
Chemometrics in Spectroscopy, Revised Second Edition provides the reader with the methodology crucial to apply chemometrics to real world data. The book allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses.
This revised second edition has been expanded with 50% more content on advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more.
Specificaties
Lezersrecensies
Inhoudsopgave
Section 2. Matrix Algebra and Multiple Linear Regression
Section 3. Experimental Designs
Section 4. Analytic Geometry
Section 5. Regression Techniques
Section 6. Linearity in Calibration
Section 7. Collaborative Laboratory Studies
Section 8. Analysis of Noise
Section 9. Derivatives
Section 10. Goodness of Fit Statistics
Section 11. More About Linearity in Calibration
Section 12. Connecting Chemometrics to Statistics
Section 13. Limitations in Analytical Accuracy
Section 14. Derivations of Principal Components
Section 15. Clinical Data Reporting
Section 16. Classical Least Squares (CLS)
Section 17. Transfer of Calibrations
Section 18. The Importance of Units of Measure
Section 19. The Best Calibration Model
Section 20. Statistics
Section 21. Outliers
Section 22. Spectral Transfer: Making Instruments Agree
Section 23. Applying Standard Reference Materials
Section 24. More About CLS
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