Statistical Modelling of Molecular Descriptors in QSAR/QSPR
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Beschreibung
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.
Autor*in
Matthias Dehmer
Themen in »Statistical Modelling of Molecular Descriptors in QSAR/QSPR«
Bioinformatics & Computational Biology Bioinformatik Bioinformatik u. Computersimulationen in der Biowissenschaften Biostatistics Biostatistik Biowissenschaften Chemie Chemistry Life Sciences Molecular Pharmacology Molekulare Pharmakologie Pharmakologie Statistics Statistik