{"product_id":"chemometric-methods-in-capillary-electrophoresis-isbn-9780470393291","title":"Chemometric Methods in Capillary Electrophoresis","description":"\u003cb\u003eUse chemometric techniques to develop optimum separation conditions for capillary electrophoreses\u003c\/b\u003e  \u003cp\u003eFor 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, \u003ci\u003eChemometric Methods in Capillary Electrophoresis\u003c\/i\u003e presents modern chemometric methods as an alternative to help alleviate the problems commonly encountered during routine analysis and method development.\u003c\/p\u003e \u003cp\u003eFocusing 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.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 1\u003c\/b\u003e discusses differing types of screening designs and response surface methodology¿in an¿application based format\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 2\u003c\/b\u003e includes vital discussion on various exploratory data analysis, prediction, and classification techniques utilized in CE-related studies\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 3\u003c\/b\u003e provides practical information on modelling quantitative structure relationships\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 4\u003c\/b\u003e explores transformation techniques, in particular fundamental studies and applications of cross-correlation and Hadamard Transform Electrophoresis\u003c\/p\u003e \u003cp\u003eShowing how chemometric methods are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic, and environmental science, \u003ci\u003eChemometric Methods in Capillary Electrophoresis\u003c\/i\u003e 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.\u003c\/p\u003e  PREFACE.  \u003cp\u003eACKNOWLEDGMENTS.\u003c\/p\u003e \u003cp\u003eEDITOR BIOGRAPHIES.\u003c\/p\u003e \u003cp\u003eCONTRIBUTORS.\u003c\/p\u003e \u003cp\u003eKEY ACRONYMS.\u003c\/p\u003e \u003cp\u003eI EXPERIMENTAL DESIGN AND OPTIMIZATION CONSIDERATIONS.\u003c\/p\u003e \u003cp\u003e1 INTRODUCTION (\u003ci\u003eGrady Hanrahan and Frank A. Gomez).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2 EXPERIMENTAL DESIGN IN METHOD OPTIMIZATION AND ROBUSTNESS TESTING (\u003ci\u003eBieke Dejaegher, Alexandra Durand, and Yvan Vander Heyden).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3 CHEMOMETRICAL EXPERIMENTAL DESIGN-BASED OPTIMIZATION STUDIES IN CAPILLARY ELECTROPHORESIS APPLICATIONS (\u003ci\u003eRuthy Montes, Toni Ann Riveros, Froseen Dahdouh, Grady Hanrahan, and Frank A. Gomez).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4 APPLICATION OF CHEMOMETRIC METHODS IN DRUG PURITY DETERMINATION BY CAPILLARY ELECTROPHORESIS (\u003ci\u003eGerhard K.E. Scriba).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5 OPTIMIZATION OF MICELLAR ELECTROKINETIC CHROMATOGRAPHY SEPARATION CONDITIONS BY CHEMOMETRIC METHODS (\u003ci\u003eJessica L. Felhofer and Carlos D. Garcia).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6 CHEMOMETRIC METHODS FOR THE OPTIMIZATION OF CE AND CE–MS IN PHARMACEUTICAL, ENVIRONMENTAL, AND FOOD ANALYSIS (\u003ci\u003eJavier Hernández-Borges, Miguel Ángel Rodríguez-Delgado, and Alejandro Cifuentes).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7 OPTIMIZATION OF THE SEPARATION OF AMINO ACIDS BY CAPILLARY ELECTROPHORESIS USING ARTIFICIAL NEURAL NETWORKS (\u003ci\u003eAmanda Van Gramberg, Alison Beavis Lucas Blanes, and Philip Doble).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eII EXPLORATORY DATA ANALYSIS, PREDICTION, AND CLASSIFICATION.\u003c\/p\u003e \u003cp\u003e8 DEVELOPMENT OF CAPILLARY ELECTROPHORESIS FINGERPRINTS AND MULTIVARIATE STATISTICS FOR THE DIFFERENTIATION OF OPIUM AND POPPY STRAW SAMPLES (\u003ci\u003eRaymond G. Reid, Susanne P. Boyle, Ann S. Low, and David G. Durham).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9 MULTIVARIATE CURVE RESOLUTION BASED ON ALTERNATING LEAST SQUARES IN CAPILLARY ELECTROPHORESIS (\u003ci\u003eJavier Saurina).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10 APPLICATION OF CHEMOMETRICS IN CAPILLARY ELECTROPHORESIS ANALYSIS OF HERBAL MEDICINES (\u003ci\u003eShao-Ping Li, Xiao-Jia Chen, and Feng-Qing Yang).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11 CLINICAL PATTERN RECOGNITION ANALYSIS APPLYING ARTIFICIAL NEURAL NETWORKS BASED ON PRINCIPAL COMPONENT ANALYSIS INPUT SELECTION (\u003ci\u003eYaxiong Zhang and Hua Li).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12 CHEMOMETRIC METHODS APPLIED TO GENETIC ANALYSES BY CAPILLARY ELECTROPHORESIS AND ELECTROPHORESIS MICROCHIP TECHNOLOGIES (\u003ci\u003eMaribel Elizabeth Funes-Huacca, Juliana Vieira Alberice, Lucas Blanes, and Emanuel Carrilho).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e13 EXPLORATORY DATA ANALYSIS AND CLASSIFICATION OF CAPILLARY ELECTROPHORETIC DATA (\u003ci\u003eMelanie Dumarey, Bieke Dejaegher, Alexandra Durand, and Yvan Vander Heyden).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eIII QUANTITATIVE STRUCTURE RELATIONSHIPS.\u003c\/p\u003e \u003cp\u003e14 CHEMOMETRICAL MODELING OF ELECTROPHORETIC MOBILITIES IN CAPILLARY ELECTROPHORESIS (\u003ci\u003eMehdi Jalali-Heravi).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e15 ASSESSMENT OF SOLUTE–MICELLE INTERACTIONS IN ELECTROKINETIC CHROMATOGRAPHY USING QUANTITATIVE STRUCTURE–RETENTION RELATIONSHIPS (\u003ci\u003eEdgar P. Moraes, Fernando G. Tonin, Luís G. Dias, João P.S. Farah, and Marina F.M. Tavares).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e16 CHEMOMETRICAL ANALYSIS OF CHEESE PROTEOLYSIS PROFILES BY CAPILLARY ELECTROPHORESIS: PREDICTION OF RIPENING TIMES (\u003ci\u003eNatividad Ortega, Silvia M. Albillos, and María D. Busto).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eIV TRANSFORMATION TECHNIQUES.\u003c\/p\u003e \u003cp\u003e17 TRANSFORMATION TECHNIQUES FOR CAPILLARY AND MICROCHIP ELECTROPHORESIS (\u003ci\u003eTakashi Kaneta).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eINDEX.\u003c\/p\u003e  \"This book can be used as an initial desktop reference for chemometric applications for CE but readers interested in more in-depth applications of such techniques will need other chemometrics textbooks . . . The concise presentation of the chemometric methods and their application to CE-relevant data makes the content with this book quite accessible to the novice and provides a valuable data analysis resource for the practicing CE analyst.\" (Anal Bioanal Chem, 2010)  \u003cp\u003e \u003c\/p\u003e  \u003cb\u003eGrady Hanrahan, PhD\u003c\/b\u003e, received his doctorate in environmental analytical chemistry from the University of Plymouth, England. Dr. Hanrahan is currently the John Stauffer Endowed Professor of Analytical Chemistry at California Lutheran University with research interests in the use of modern chemometric methods in the design and development of environmental and bioanalytical instrumentation. He is also exploring the use of neural and evolutionary computational techniques for solving complex chemical problems.  \u003cp\u003e\u003cb\u003eFrank A. Gomez, PhD,\u003c\/b\u003e received his BS in chemistry from California State University, Los Angeles (CSULA), and his PhD in chemistry from UCLA, where he was a NIH Predoctoral Fellow. From 1991–1994, he was a Damon Runyon-Walter Winchell Cancer Research Fund Postdoctoral Fellow in the department of chemistry at Harvard University. He is a professor of chemistry at CSULA and is a visiting associate at Caltech in the Applied Physics department.\u003c\/p\u003e  \u003cb\u003eUse chemometric techniques to develop optimum separation conditions for capillary electrophoreses\u003c\/b\u003e  \u003cp\u003eFor 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, \u003ci\u003eChemometric Methods in Capillary Electrophoresis\u003c\/i\u003e presents modern chemometric methods as an alternative to help alleviate the problems commonly encountered during routine analysis and method development.\u003c\/p\u003e \u003cp\u003eFocusing 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.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 1\u003c\/b\u003e discusses differing types of screening designs and response surface methodology¿in an¿application based format\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 2\u003c\/b\u003e includes vital discussion on various exploratory data analysis, prediction, and classification techniques utilized in CE-related studies\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 3\u003c\/b\u003e provides practical information on modelling quantitative structure relationships\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 4\u003c\/b\u003e explores transformation techniques, in particular fundamental studies and applications of cross-correlation and Hadamard Transform Electrophoresis\u003c\/p\u003e \u003cp\u003eShowing how chemometric methods are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic, and environmental science, \u003ci\u003eChemometric Methods in Capillary Electrophoresis\u003c\/i\u003e 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.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47988910358757,"sku":"NP9780470393291","price":156.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9780470393291.jpg?v=1761782018","url":"https:\/\/k12savings.com\/products\/chemometric-methods-in-capillary-electrophoresis-isbn-9780470393291","provider":"K12savings","version":"1.0","type":"link"}