Statistical modelling of molecular descriptors in QSAR/QSPR /

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Dehmer, Matthias, 1968-, Varmuza, Kurt, 1942-, Bonchev, Danail
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Weinheim : Wiley-Blackwell, ©2012.
Colección:Quantitative and network biology ; v. 2.
Temas:
Bioinformatics.
Molecules > Models > Computer simulation.
QSAR (Biochemistry)
Quantitative Structure-Activity Relationship
Models, Molecular
Models, Statistical
Molecular Conformation
Computational Biology
Bio-informatique.
Molécules > Modèles > Simulation par ordinateur.
Relations structure-activité quantitatives (Biochimie)
COMPUTERS > Bioinformatics.
Bioinformatics
Molecules > Models > Computer simulation
Acceso en línea:Texto completo
Descripción
Sumario: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 th.
Descripción Física:1 online resource (xix, 436 pages) : illustrations (some color)
Bibliografía:Includes bibliographical references and index.
ISBN:9783527645022
3527645020
9781283596961
1283596962

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