Calibration

• Algorithm: Partial Least Squares
• Correction of MS drift
• Partial Least Squares and Compositional Data: Problems and Alternatives
• Algorithm: Least Squares Regression
• Infometrix Tech Notes-PLS and PCR
• Application of GA and PLS in Variable Selection
• Multivariate Calibration
• Outlier detection in multivariate calibration
• Prediction Methods in Science and Technology methods based on the H-principle of Mathematical Modelling
• AutoFit A multiple regression program that builds a regression model on WWW
• Spectral preprocessing
• Introduction to PLS regression pdf-file ps-file
• An Introduction to Multivariate Calibration by Alun Jones, Institute of Biological Sciences

Classification

• Discriminant function analysis
• On-line co-inertia and discriminant analysis
• Multiway Pattern Recognition by R. Brereton

Wavelets

• Amara's Wavelet Page
• WaveLab 800
• Wavelet Digest Home Page
• Tutorials to wavelet transform
• An introduction to wavelets

Component analysis

• Principal component and factor analysis
• Multidimensional scaling
• Principal component analysis Ordination Methods for Ecologists
• PCA of Wavelet Transformed Process Data for Monitoring
• Principal component analysis Galactic
• Factor analysis

Correspondence analysis

• Ordination methods for ecologists
• Correspondence Analysis
• Clearwater Research - Correspondence Analysis
• Correspondence analysis Ordination Methods for Ecologists
• Jean Paul Benzécri's Correspondence Analysis
• Correspondence analysis
• Annotated bibliography of canonical correspondence analysis and related constrained ordination methods 1986-1993
• Principal Curves and Reciprocal Curves