This page collects Matlab functions and scripts programmed by our group members and made freely available for download. It will be regularly updated with current versions and bug corrections. At present the following methods are implemented.
LDA – Linear Discriminant Analysis
SCREAM – A novel method for multi-way regression problems with shifts and shape changes in one mode
ASCA – Anova Simultaneous Component Analysis
ANOVA-TP – ANOVA-Target projection
SO-PLS – Sequential and Orthogonalized-PLS for Regression and Classification
SO-CovSel – Sequential and Orthogonalized Covariance Selection
VSN – Variable Sorting for Normalization (A recently proposed method for weighted data preprocessing)