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Chemometric Methods in Analytical Spectroscopy Technology (2022)

by Chemometric Methods in Analytical Spectroscopy Technology (2022)

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Description

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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Product Details

  • Springer Brand
  • May 25, 2022 Pub Date:
  • 9811916241 ISBN-10:
  • 9789811916243 ISBN-13:
  • 609.0 pages Hardcover
  • English Language
  • 9.21 in * 1.31 in * 6.14 in Dimensions:
  • 2 lb Weight: