Chemometric Methods in Capillary Electrophoresis

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 ROBUSTNESS TESTING (Bieke Dejaegher, Alexandra Durand, and Yvan Vander Heyden).

3 CHEMOMETRICAL EXPERIMENTAL DESIGN-BASED OPTIMIZATION STUDIES IN CAPILLARY ELECTROPHORESIS APPLICATIONS (Ruthy Montes, Toni Ann Riveros, Froseen Dahdouh, Grady Hanrahan, and Frank A. Gomez).

4 APPLICATION OF CHEMOMETRIC METHODS IN DRUG PURITY DETERMINATION BY CAPILLARY ELECTROPHORESIS (Gerhard K.E. Scriba).

5 OPTIMIZATION OF MICELLAR ELECTROKINETIC CHROMATOGRAPHY SEPARATION CONDITIONS BY CHEMOMETRIC METHODS (Jessica L. Felhofer and Carlos D. Garcia).

6 CHEMOMETRIC METHODS FOR THE OPTIMIZATION OF CE AND CE–MS IN PHARMACEUTICAL, ENVIRONMENTAL, AND FOOD ANALYSIS (Javier Hernández-Borges, Miguel Ángel Rodríguez-Delgado, and Alejandro Cifuentes).

7 OPTIMIZATION OF THE SEPARATION OF AMINO ACIDS BY CAPILLARY ELECTROPHORESIS USING ARTIFICIAL NEURAL NETWORKS (Amanda Van Gramberg, Alison Beavis Lucas Blanes, and Philip Doble).

II EXPLORATORY DATA ANALYSIS, PREDICTION, AND CLASSIFICATION.

8 DEVELOPMENT OF CAPILLARY ELECTROPHORESIS FINGERPRINTS AND MULTIVARIATE STATISTICS FOR THE DIFFERENTIATION OF OPIUM AND POPPY STRAW SAMPLES (Raymond G. Reid, Susanne P. Boyle, Ann S. Low, and David G. Durham).

9 MULTIVARIATE CURVE RESOLUTION BASED ON ALTERNATING LEAST SQUARES IN CAPILLARY ELECTROPHORESIS (Javier Saurina).

10 APPLICATION OF CHEMOMETRICS IN CAPILLARY ELECTROPHORESIS ANALYSIS OF HERBAL MEDICINES (Shao-Ping Li, Xiao-Jia Chen, and Feng-Qing Yang).

11 CLINICAL PATTERN RECOGNITION ANALYSIS APPLYING ARTIFICIAL NEURAL NETWORKS BASED ON PRINCIPAL COMPONENT ANALYSIS INPUT SELECTION (Yaxiong Zhang and Hua Li).

12 CHEMOMETRIC METHODS APPLIED TO GENETIC ANALYSES BY CAPILLARY ELECTROPHORESIS AND ELECTROPHORESIS MICROCHIP TECHNOLOGIES (Maribel Elizabeth Funes-Huacca, Juliana Vieira Alberice, Lucas Blanes, and Emanuel Carrilho).

13 EXPLORATORY DATA ANALYSIS AND CLASSIFICATION OF CAPILLARY ELECTROPHORETIC DATA (Melanie Dumarey, Bieke Dejaegher, Alexandra Durand, and Yvan Vander Heyden).

III QUANTITATIVE STRUCTURE RELATIONSHIPS.

14 CHEMOMETRICAL MODELING OF ELECTROPHORETIC MOBILITIES IN CAPILLARY ELECTROPHORESIS (Mehdi Jalali-Heravi).

15 ASSESSMENT OF SOLUTE–MICELLE INTERACTIONS IN ELECTROKINETIC CHROMATOGRAPHY USING QUANTITATIVE STRUCTURE–RETENTION RELATIONSHIPS (Edgar P. Moraes, Fernando G. Tonin, Luís G. Dias, João P.S. Farah, and Marina F.M. Tavares).

16 CHEMOMETRICAL ANALYSIS OF CHEESE PROTEOLYSIS PROFILES BY CAPILLARY ELECTROPHORESIS: PREDICTION OF RIPENING TIMES (Natividad Ortega, Silvia M. Albillos, and María D. Busto).

IV TRANSFORMATION TECHNIQUES.

17 TRANSFORMATION TECHNIQUES FOR CAPILLARY AND MICROCHIP ELECTROPHORESIS (Takashi Kaneta).

INDEX.