Abstract

The number of articles concerning optimization and applications of multivariate techniques in drug discovery testifies the growing importance attributed to these methods. This mini review focuses on some of the basic and most employed multivariate techniques in drug discovery research. Examples from the literature were selected to illustrate a number of potential applications.

Keywords: multivariate data analysis, unsupervised methods, classification analysis, regression analysis, artificial neural networks, tutorial