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Chemometric Methods in Analytical Spectroscopy Technology

Chemometric Methods in Analytical Spectroscopy Technology

Hardcover

ChemistryGeneral ScienceProbability & Statistics

ISBN10: 9811916241
ISBN13: 9789811916243
Publisher: Springer
Published: May 25 2022
Pages: 595
Weight: 2.26
Height: 1.31 Width: 6.14 Depth: 9.21
Language: English
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.

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