Chemometric methods in capillary electrophoresis / Grady Hanrahan (2010)

Public ISBD Titre : Chemometric methods in capillary electrophoresis Type de document : texte imprimé Auteurs : Grady Hanrahan, Éditeur scientifique ; Frank A Gomez, Éditeur scientifique Editeur : New York : John Wiley & Sons Année de publication : 2010 Importance : XXI, 431 p. Présentation : ill. Format : 24 cm ISBN/ISSN/EAN : 978-0-470-39329-1 Note générale : Bibliogr. p.405-406. - Index Langues : Anglais (eng) Mots-clés : Chimiométrie Électrophorèse capillaire Capillary electrophoresis Chemometrics Index. décimale : 543.545 Analyse par électrophorèse. Electrochromatographie. Résumé : Use chemometric techniques to develop optimum separation conditions for capillary electrophoreses For all its advantages, capillary electrophoresis (CE) also carries significant disadvantages for the researcher. Offering a unique blend of information from authors active in a variety of developments of chemometrics in CE, Chemometric Methods in Capillary Electrophoresis presents modern chemometric methods as an alternative to help alleviate the problems commonly encountered during routine analysis and method development. Focusing on current chemometric methods utilized in CE endeavours by research-active experts in the field, the book begins with a thorough introduction to CE and chemometric-related concepts and the need for modern chemometric methods in CE. Part 1 discusses differing types of screening designs and response surface methodology¿in an¿application based format Part 2 includes vital discussion on various exploratory data analysis, prediction, and classification techniques utilized in CE-related studies Part 3 provides practical information on modelling quantitative structure relationships Part 4 explores transformation techniques, in particular fundamental studies and applications of cross-correlation and Hadamard Transform Electrophoresis Showing how chemometric methods are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic, and environmental science, Chemometric Methods in Capillary Electrophoresis is not only highly significant to capillary electrophoresis-based endeavours, but instructive for investigators active in other areas of separation science who could benefit from its informative content. Note de contenu : Summary of the book: I. Experimental design and optimizatio considerations 1. Experimental design in method optimization and robustness testing 2. Chemometrical experimental design-based optimization studies in capillary electrophoresis applications II. Exploratory data analysis, prediction, and classification 3. Development of capillary electrophoresis fingerprints and multivariate statistics for the differentation of opium and poppy straw samples 4. Multivariate curve resolution based on alternating least squares in capillary electrophoresis III. Quantitative structure relationships 5. chemometrical modeling of electrophoretic mobilities in capillary electrophoresis 6. Assessment of solute-micelle interactions in electrokinetic chromatography using quantitative structure-retention relationships Chemometric methods in capillary electrophoresis [texte imprimé] / Grady Hanrahan, Éditeur scientifique ; Frank A Gomez, Éditeur scientifique . - New York : John Wiley & Sons, 2010 . - XXI, 431 p. : ill. ; 24 cm. ISBN : 978-0-470-39329-1 Bibliogr. p.405-406. - Index Langues : Anglais (eng) Mots-clés : Chimiométrie Électrophorèse capillaire Capillary electrophoresis Chemometrics Index. décimale : 543.545 Analyse par électrophorèse. Electrochromatographie. Résumé : Use chemometric techniques to develop optimum separation conditions for capillary electrophoreses For all its advantages, capillary electrophoresis (CE) also carries significant disadvantages for the researcher. Offering a unique blend of information from authors active in a variety of developments of chemometrics in CE, Chemometric Methods in Capillary Electrophoresis presents modern chemometric methods as an alternative to help alleviate the problems commonly encountered during routine analysis and method development. Focusing on current chemometric methods utilized in CE endeavours by research-active experts in the field, the book begins with a thorough introduction to CE and chemometric-related concepts and the need for modern chemometric methods in CE. Part 1 discusses differing types of screening designs and response surface methodology¿in an¿application based format Part 2 includes vital discussion on various exploratory data analysis, prediction, and classification techniques utilized in CE-related studies Part 3 provides practical information on modelling quantitative structure relationships Part 4 explores transformation techniques, in particular fundamental studies and applications of cross-correlation and Hadamard Transform Electrophoresis Showing how chemometric methods are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic, and environmental science, Chemometric Methods in Capillary Electrophoresis is not only highly significant to capillary electrophoresis-based endeavours, but instructive for investigators active in other areas of separation science who could benefit from its informative content. Note de contenu : Summary of the book: I. Experimental design and optimizatio considerations 1. Experimental design in method optimization and robustness testing 2. Chemometrical experimental design-based optimization studies in capillary electrophoresis applications II. Exploratory data analysis, prediction, and classification 3. Development of capillary electrophoresis fingerprints and multivariate statistics for the differentation of opium and poppy straw samples 4. Multivariate curve resolution based on alternating least squares in capillary electrophoresis III. Quantitative structure relationships 5. chemometrical modeling of electrophoretic mobilities in capillary electrophoresis 6. Assessment of solute-micelle interactions in electrokinetic chromatography using quantitative structure-retention relationships

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Code-barres	Cote	Support	Localisation	Section	Disponibilité	Etat_Exemplaire
054368	543.545 CHE	Papier	Bibliothèque Centrale	Génie Chimique	Disponible	Consultation sur place