Preface | |
Acknowledgements | |
Editor Biographies | |
Contributor Affiliations | |
Glossary of Key Acronyms | |
Introduction | |
Capillary Electrophoresis: an Overview | |
Chemometric Methods and their Importance in Capillary Electrophoresis | |
Current and Future Application Areas | |
References | |
Experimental Design And Optimization Considerations | |
Experimental Design in Method Optimization and Robustness Testing | |
Introduction | |
Aims/Objectives | |
Optimization | |
Robustness Testing | |
Factors and their Levels | |
Types of Experimental Designs | |
Responses | |
Planning and Execution of Experimental Set-up | |
Data Handling | |
Summary and Conclusions | |
Acknowledgments | |
References | |
Chemometrical Experimental Design-Based Optimization Studies in Capillary Electrophoresis Applications | |
Abstract | |
Introduction | |
Results and Discussion | |
Ftpface | |
Cbftpface | |
Emma | |
Conclusions | |
Acknowledgements | |
References | |
Application of Chemometric Methods in Drug Purity Determination by Capillary Electrophoresis | |
Introduction | |
Experimental Design in Method Development | |
Applications of Chemometric Methods in Drug Purity Determination | |
Conclusions and Outlook | |
References | |
Optimization of Micellar Electrokinetic Chromatography Separation Conditions by Chemometric Methods | |
Micellar Electrokinetic Chromatography | |
Applying Chemometrics to MEKC | |
Concluding Remarks | |
References | |
Chemometric Methods for the Optimization of CE and CE-MS in Pharmaceutical, Environmental, and Food Analysis | |
Introduction | |
Pharmaceutical Applications | |
Environmental Applications | |
Food Analysis Applications | |
Related Applications | |
Concluding Remarks and Future Considerations | |
Acknowledgements | |
References | |
Optimization of the Separation of Amino Acids by Capillary Electrophoresis using Artificial Neural Networks | |
Introduction | |
Experimental | |
Results and Discussion | |
Conclusion | |
Acknowledgments | |
References | |
Exploratory Data Analysis, Prediction, And Classification | |
Development of Capillary Electrophoresis Fingerprints and Multivariate Statistics for the Differentiation of Opium and Poppy Straw Samples | |
Introduction | |
Experimental | |
Results and Discussion | |
Conclusion | |
Acknowledgements | |
References | |
Multivariate Curve Resolution Based on Alternating Least Squares in Capillary Electrophoresis | |
Introduction | |
Mathematical Background | |
Application of Curve Resolution to CE Data | |
Conclusions | |
References | |
Application of Chemometrics in Capillary Electrophoresis Analysis of Herbal Medicines | |
Introduction | |
Terms and Procedures for Multivariate Design | |
Optimization of Sample Preparation using Chemometric Approaches | |
Optimization of Separation Conditions using Chemometric Approaches | |
Data Processing using Chemometric Approaches | |
Conclusion | |
Acknowledgments | |
References | |
Clinical Pattern Recognition Analysis Applying Artificial Neural Networks Based on Principal Component Analysis Input Selection | |
Introduction | |
Theory | |
Experimental | |
Results and Discussion | |
Concluding Remarks | |
Acknowledgements | |
References | |
Chemometric Methods Applied to Genetic Analyses by Capillary Electrophoresis and Electrophoresis Microchip Technologies | |
Introduction | |
Genetic Markers | |
Chemometric Approaches to Genetic Analysis | |
Methods in Phylogenetic Research | |
Applications | |
Concluding Remarks | |
Acknowledgement | |
References | |
Exploratory Data Analysis and Classification of Capillary Electrophoretic Data | |
Introduction | |
Data Pretreatment | |
Exploratory Data Analysis | |
Classification | |
Conclusions | |
Summary | |
Acknowledgments | |
References | |
Quantitative Structure Relationships | |
Chemometrical Modeling of Electrophoretic Mobilities in Capillary Electrophoresis | |
Abstract | |
General Objectives and Concepts | |
Peptide Mobility and Peptide Mapping | |
Prediction of Electrophoretic Mobility of Organic Acids | |
Acknowledgements | |
References | |
Assessment of Solute-Micelle Interactions in Electrokinetic Chromatography Using Quantitative Structure Retention Relationships | |
Introduction | |
Building QSRR from MEKC Data | |
The Philosophy behind QSRR | |
Conclusions | |
Acknowledgements | |
References | |
Chemometrical Analysis of Cheese Proteolysis Profiles by Capillary Electrophoresis: Prediction of Ripening Times | |
Introduction | |
Experimental | |
Results and Discussion | |
References | |
Transformation Techniques | |
Transformation Techniques for Capillary and Microchip Electrophoresis | |
Introduction | |
Cross Correlation and Hadamard Transform | |
Fourier Transform | |
Conclusion | |
References | |
Index | |
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