Statistical Modelling of Molecular Descriptors in QSAR/QSPR |
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| Editor:
| Dehmer, Matthias
Varmuza, Kurt
Bonchev, Danail |
| Series edited by:
| Emmert-Streib, Frank |
| Series title: | Quantitative and Network Biology Ser. |
| ISBN: | 978-3-527-64503-9 |
| Publication Date: | Sep 2012 |
| Publisher: | John Wiley & Sons, Incorporated
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| Imprint: | Wiley-Blackwell |
| Book Format: | Digital download |
| List Price: | Contact Supplier contact
Contact Supplier contact
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Book Description:
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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...
More DescriptionThis 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.