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)