Statistical Modelling of Molecular Descriptors in QSAR/QSPR

Released on by Matthias Dehmer
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  • Statistical Modelling of Molecular Descriptors in QSAR/QSPR Book Detail

  • Author : Matthias Dehmer
  • Release Date : 2012-09-13
  • Publisher : John Wiley & Sons
  • Genre : Medical
  • Pages : 437
  • ISBN 13 : 3527645012
  • File Size : 29,29 MB
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Statistical Modelling of Molecular Descriptors in QSAR/QSPR by Matthias Dehmer PDF Summary

Book Description: 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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