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Chemometrics in spectroscopy /

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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...

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Bibliographic Details
Main Authors: Mark, Howard (Author), Workman, Jerry (Author)
Corporate Author: ScienceDirect (Online service)
Format: eBook
Language:English
Published: Amsterdam : Academic Press, 2021.
Edition:Second edition.
Subjects:
Spectrum analysis > Statistical methods.
Chemometrics.
Chimiométrie.
Chemometrics
Spectrum analysis > Statistical methods
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary: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.
Item Description:Includes index.
Previous edition: Amsterdam: Elsevier/Academic Press, 2007.
<p>Section 1. Elementary Matrix Algebra 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</p>
Physical Description:1 online resource
ISBN:9780323911702
0323911706