Statistical Modelling of Molecular Descriptors in QSAR/QSPR
Matthias Dehmer (Editor), The Health and Lifesciences University, Austria
Kurt Varmuza (Editor), Vienna University of Technology, Austria
Danail Bonchev (Editor), Virginia Commonwealth University, USA

Wiley-VCH, Weinheim, 436 Pages, 2012
ISBN-10: 3-527-32434-8
ISBN-13: 978-3-527-32434-7

This handbook and ready reference presents a combination of statistical, information-theoretic, and data analysis methods to meet the challenge of designing empirical models involving molecular descriptors within bioinformatics. The topics range from investigating information processing in chemical and biological networks to studying statistical and information-theoretic techniques for analyzing chemical structures to employing data analysis and machine learning techniques for QSAR/QSPR.

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