Statistical Modelling of Molecular Descriptors in QSAR/QSPR. Matthias Dehmer

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Название: Statistical Modelling of Molecular Descriptors in QSAR/QSPR

Автор: Matthias Dehmer

Издательство: John Wiley & Sons Limited

Жанр: Медицина

Серия:

isbn: 9783527645022

isbn: 0

Аннотация:

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. The high-profile international author and editor team ensures excellent coverage of the topic, making this a must-have for everyone working in chemoinformatics and structure-oriented drug design.