Statistical Modelling of Molecular Descriptors in QSAR/QSPR

Nonfiction, Health & Well Being, Medical, Medical Science, Immunology
Cover of the book Statistical Modelling of Molecular Descriptors in QSAR/QSPR by Frank Emmert-Streib, Wiley
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Author: Frank Emmert-Streib ISBN: 9783527645015
Publisher: Wiley Publication: September 13, 2012
Imprint: Wiley-Blackwell Language: English
Author: Frank Emmert-Streib
ISBN: 9783527645015
Publisher: Wiley
Publication: September 13, 2012
Imprint: Wiley-Blackwell
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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