Chemometric Methods in Analytical Spectroscopy Technology

by Yue Huang, Xiaoli Chu, Yong-Huan Yun

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...

• Format: Hardcover
• Language: English
• ISBN: 9811916241
• ISBN13: 9789811916243
• Release Date: May 2022
• Publisher: Springer
• Length: 595 Pages
• Weight: 2.26 lbs.
• Dimensions: 1.3" x 6.1" x 9.2"