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Volume 3
Sample Characterization and Spectral Data Processing
SPECTRA-STRUCTURE CORRELATIONS
Spectra-Structure Correlations in the Mid And Far Infrared
Spectra-Structure Correlations in the Near-Infrared
Spectra-Structure Correlations in Raman Spectroscopy
Infrared and Raman Spectra of Inorganic and Coordination Compounds
Spectra–structure Correlations: Polymer Spectra
Hydrogen Bonding
Utility of Isotopic Data
Automated Spectral Searching in Infrared, Raman and Near-Infrared Spectroscopy
Expert Systems
GROUP THEORETICAL AND NUMERICAL APPROACHES TO THE CALCULATION OF VIBRATIONAL SPECTRA
Group Theory and Effects of Symmetry Lowering on Vibrational Spectra
Normal Coordinate Analysis
Calculation of Vibrational Frequencies by Hartree–Fock-based and Density Functional Theory
Calculation of Vibrational Frequencies by Molecular Mechanics
Vibrational Intensities: Interpretation and Use for Diagnostic Purposes
DISCRIMINANT ANALYSIS
Chemometrics – an Introduction
Discriminant Analysis
Discriminant Analysis by Neural Networks
Classification Methods
TWO-DIMENSIONAL (2D) ANALYSIS
General Theory of Two-dimensional (2D) Analysis
Two-dimensional Correlation Spectroscopy in Vibrational Spectroscopy
SPECTRAL ENHANCEMENT AND BAND RESOLUTION TECHNIQUES
Smoothing and Derivatives in Spectroscopy
Resolution Enhancement Approaches
Curve-fitting: Modeling Spectra
QUANTITATIVE ANALYSIS
Beer’s Law
Classical Methods of Quantitative Analysis
Quantitative Spectroscopic Calibration
Inverse Least Squares and Classical Least Squares Methods for Quantitative Vibrational Spectroscopy
Principal Component Regression and Partial Least Squares Regression
Wavelength Selection by Genetic Algorithms
Data Transfer
ANOMALIES, ARTIFACTS AND COMMON ERRORS IN USING VIBRATIONAL SPECTROSCOPY TECHNIQUES
Mid-infared Spectroscopy: Anomalies, Artifacts and Common Errors
Anomalies in Near-infrared Spectroscopy
Anomalies and Artifacts in Raman Spectroscopy
GLOSSARY
Glossary of Terms used in Chemometrics