Applied Introduction to Multivariate Methods Used in Drug Discovery

Author(s): Eugenia Migliavacca

Journal Name: Mini-Reviews in Medicinal Chemistry

Volume 3 , Issue 8 , 2003

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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

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Article Details

Year: 2003
Page: [831 - 843]
Pages: 13
DOI: 10.2174/1389557033487674
Price: $65

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PDF: 8