Chemometric Methods in Capillary Electrophoresis

PREFACE.
ACKNOWLEDGMENTS.
EDITOR BIOGRAPHIES.
CONTRIBUTORS.
KEY ACRONYMS.
I EXPERIMENTAL DESIGN AND OPTIMIZATION CONSIDERATIONS.
1 INTRODUCTION (Grady Hanrahan and Frank A. Gomez).
2 EXPERIMENTAL DESIGN IN METHOD OPTIMIZATION AND ROBUSTNESSTESTING (Bieke Dejaegher, Alexandra Durand, and Yvan VanderHeyden).
3 CHEMOMETRICAL EXPERIMENTAL DESIGN-BASED OPTIMIZATION STUDIESIN CAPILLARY ELECTROPHORESIS APPLICATIONS (Ruthy Montes, ToniAnn Riveros, Froseen Dahdouh, Grady Hanrahan, and Frank A.Gomez).
4 APPLICATION OF CHEMOMETRIC METHODS IN DRUG PURITYDETERMINATION BY CAPILLARY ELECTROPHORESIS (Gerhard K.E.Scriba).
5 OPTIMIZATION OF MICELLAR ELECTROKINETIC CHROMATOGRAPHYSEPARATION CONDITIONS BY CHEMOMETRIC METHODS (Jessica L.Felhofer and Carlos D. Garcia).
6 CHEMOMETRIC METHODS FOR THE OPTIMIZATION OF CE AND CE-MSIN PHARMACEUTICAL, ENVIRONMENTAL, AND FOOD ANALYSIS (JavierHernández-Borges, Miguel Ángel Rodríguez-Delgado,and Alejandro Cifuentes).
7 OPTIMIZATION OF THE SEPARATION OF AMINO ACIDS BY CAPILLARYELECTROPHORESIS USING ARTIFICIAL NEURAL NETWORKS (Amanda VanGramberg, Alison Beavis Lucas Blanes, and Philip Doble).
II EXPLORATORY DATA ANALYSIS, PREDICTION, ANDCLASSIFICATION.
8 DEVELOPMENT OF CAPILLARY ELECTROPHORESIS FINGERPRINTS ANDMULTIVARIATE STATISTICS FOR THE DIFFERENTIATION OF OPIUM AND POPPYSTRAW SAMPLES (Raymond G. Reid, Susanne P. Boyle, Ann S. Low,and David G. Durham).
9 MULTIVARIATE CURVE RESOLUTION BASED ON ALTERNATING LEASTSQUARES IN CAPILLARY ELECTROPHORESIS (Javier Saurina).
10 APPLICATION OF CHEMOMETRICS IN CAPILLARY ELECTROPHORESISANALYSIS OF HERBAL MEDICINES (Shao-Ping Li, Xiao-Jia Chen, andFeng-Qing Yang).
11 CLINICAL PATTERN RECOGNITION ANALYSIS APPLYING ARTIFICIALNEURAL NETWORKS BASED ON PRINCIPAL COMPONENT ANALYSIS INPUTSELECTION (Yaxiong Zhang and Hua Li).
12 CHEMOMETRIC METHODS APPLIED TO GENETIC ANALYSES BY CAPILLARYELECTROPHORESIS AND ELECTROPHORESIS MICROCHIP TECHNOLOGIES(Maribel Elizabeth Funes-Huacca, Juliana Vieira Alberice, LucasBlanes, and Emanuel Carrilho).
13 EXPLORATORY DATA ANALYSIS AND CLASSIFICATION OF CAPILLARYELECTROPHORETIC DATA (Melanie Dumarey, Bieke Dejaegher,Alexandra Durand, and Yvan Vander Heyden).
III QUANTITATIVE STRUCTURE RELATIONSHIPS.
14 CHEMOMETRICAL MODELING OF ELECTROPHORETIC MOBILITIES INCAPILLARY ELECTROPHORESIS (Mehdi Jalali-Heravi).
15 ASSESSMENT OF SOLUTE-MICELLE INTERACTIONS INELECTROKINETIC CHROMATOGRAPHY USING QUANTITATIVESTRUCTURE-RETENTION RELATIONSHIPS (Edgar P. Moraes,Fernando G. Tonin, Luís G. Dias, João P.S. Farah, andMarina F.M. Tavares).
16 CHEMOMETRICAL ANALYSIS OF CHEESE PROTEOLYSIS PROFILES BYCAPILLARY ELECTROPHORESIS: PREDICTION OF RIPENING TIMES(Natividad Ortega, Silvia M. Albillos, and María D.Busto).
IV TRANSFORMATION TECHNIQUES.
17 TRANSFORMATION TECHNIQUES FOR CAPILLARY AND MICROCHIPELECTROPHORESIS (Takashi Kaneta).
INDEX.