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Chemometric Methods in Capillary Electrophoresis (10 Edition)

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Chemometric Methods in Capillary Electrophoresis (10 Edition) Cover

 

Synopses & Reviews

Publisher Comments:

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.

Book News Annotation:

Chemists working in the areas of food, pharmaceuticals, and forensics explain modern chemometric methods used in capillary electrophoresis to help alleviate problems commonly encountered during routine analysis and method development. They cover experimental design and optimization considerations; exploratory data analysis, prediction, and classification; quantitative structure relationships; and transformation techniques. Among specific topics are experiment design in method optimization and robustness testing, developing capillary electrophoresis fingerprints and multivariate statistics for differentiating opium and poppy straw samples, assessing solute-micelle interactions in electrokinetic chromatography using quantitative structure-retention relationships, and transformation techniques for capillary and microchip electrophoresis. Annotation ©2010 Book News, Inc., Portland, OR (booknews.com)

Synopsis:

Chemometric Methods in Capillary Electrophoresis presents chemometric methods utilized in capillary electrophoresis (CE) to alleviate problems encountered during routine analysis and method development. It focuses on current chemometric methods - techniques developed and incorporated by active experts in the field. It includes a unique blend of information from authors researching developments of chemometrics in CE, and presents timely chemometric methods in applications including biological, medical, pharmaceutical, food, forensic and environmental science. This book is not only highly significant to capillary electrophoresis-based endeavors, but instructive for investigators active in other areas of separation science.

Synopsis:

The primary focus of this book is to present modern chemometric methods utilized in CE to help alleviate the problems commonly encountered during routine analysis and method development. Its scope is to focus on current chemometric methods utilized in CE endeavors - techniques developed and routinely incorporated by research-active experts in the field. The book begins with a thorough discussion on the need for modern chemometrics in CE followed by an overview of chemometric and CE related concepts. It includes a unique blend of information from authors active in a variety of developments of chemometrics in CE including experimental design and optimization, resolution of overlapping peaks, and exploratory chemical analysis and interpretation. It presents timely chemometric methods and discusses how they are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic and environmental science. This book is not only highly significant to capillary electrophoresis-based endeavors, but instructive for investigators active in other areas of separation science who could benefit from its informative content.

About the Author

Grady Hanrahan, PhD, 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.

Frank A. Gomez, PhD, 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.

Table of Contents

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 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.

Product Details

ISBN:
9780470393291
Author:
Hanrahn, Grady
Publisher:
John Wiley & Sons
Editor:
Hanrahan, Grady
Editor:
Gomez, Frank A.
Author:
Hanrahan, Grady
Author:
Gomez, Frank A.
Subject:
Capillary electrophoresis
Subject:
Chemometrics
Subject:
Chemical & Biochemical
Subject:
Chemistry - Analytic
Subject:
Chemistry-Chemical Engineering
Subject:
Lab Automation & Miniaturization
Copyright:
Edition Description:
WOL online Book (not BRO)
Publication Date:
20091022
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
336
Dimensions:
9.30x6.30x1.00 in. 1.65 lbs.

Related Subjects

History and Social Science » World History » General
Science and Mathematics » Chemistry » Analytical
Science and Mathematics » Chemistry » Chemical Engineering

Chemometric Methods in Capillary Electrophoresis (10 Edition) New Hardcover
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$120.55 In Stock
Product details 336 pages John Wiley & Sons - English 9780470393291 Reviews:
"Synopsis" by , Chemometric Methods in Capillary Electrophoresis presents chemometric methods utilized in capillary electrophoresis (CE) to alleviate problems encountered during routine analysis and method development. It focuses on current chemometric methods - techniques developed and incorporated by active experts in the field. It includes a unique blend of information from authors researching developments of chemometrics in CE, and presents timely chemometric methods in applications including biological, medical, pharmaceutical, food, forensic and environmental science. This book is not only highly significant to capillary electrophoresis-based endeavors, but instructive for investigators active in other areas of separation science.
"Synopsis" by , The primary focus of this book is to present modern chemometric methods utilized in CE to help alleviate the problems commonly encountered during routine analysis and method development. Its scope is to focus on current chemometric methods utilized in CE endeavors - techniques developed and routinely incorporated by research-active experts in the field. The book begins with a thorough discussion on the need for modern chemometrics in CE followed by an overview of chemometric and CE related concepts. It includes a unique blend of information from authors active in a variety of developments of chemometrics in CE including experimental design and optimization, resolution of overlapping peaks, and exploratory chemical analysis and interpretation. It presents timely chemometric methods and discusses how they are applied in a wide array of applications including biological, medical, pharmaceutical, food, forensic and environmental science. This book is not only highly significant to capillary electrophoresis-based endeavors, but instructive for investigators active in other areas of separation science who could benefit from its informative content.
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