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Chemometric Methods in Analytical Spectroscopy Technology (2022)
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Chemometric Methods in Analytical Spectroscopy Technology (2022)

No customer reviews yet ISBN 9789811916243 Springer
Published
May 2022
Language
English
Size
9.21 × 1.31 × 6.14 in
$260.17
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About this book

Introduction.- Modern Spectroscopic Analysis Technology.- Basis of Matrix and Mathematical Statistics.- Preprocessing Methods in Spectroscopy Analysis.- Wavelength Variable Selection Method.- Spectral Dimensionality Reduction Method.- Linear Regression Method.- Non-Linear Regression Method.- Selection of Representative samples.- Outlier Detection Method.- Calibration Model Maintenance.- Pattern Recognition.- Evaluation of Model Performance.- Ways to Improve Model Predictive Ability.- Multi-spectral Fusion Technology.- Multi-way Resolution and Calibration.- Calibration Transfer Method.- Deep Learning Algorithms.- Chemometrics Software and Toolbox.- Discussions.

Specifications

PublisherSpringer
PublishedMay 25, 2022
ISBN-109811916241
ISBN-139789811916243
Hardcover609.0 pages
LanguageEnglish
Dimensions9.21 × 1.31 × 6.14 in
Weight2 lb

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