Chemometric methods in capillary electrophoresis:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley
2010
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xxi, 431 p., [4] p. of plates ill. (some col.) |
| ISBN: | 9780470393291 0470393297 |
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MARC
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| 245 | 1 | 0 | |a Chemometric methods in capillary electrophoresis |c edited by Grady Hanrahan, Frank A. Gomez |
| 264 | 1 | |a Hoboken, N.J. |b Wiley |c 2010 | |
| 300 | |a xxi, 431 p., [4] p. of plates |b ill. (some col.) | ||
| 336 | |b txt |2 rdacontent | ||
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Record in the Search Index
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|---|---|
| adam_text | CONTENTS
PREFACE
ix
ACKNOWLEDGMENTS
xi
EDITOR BIOGRAPHIES
xiii
CONTRIBUTORS
xv
KEY ACRONYMS
xix
I EXPERIMENTAL DESIGN AND OPTIMIZATION
CONSIDERATIONS
1
1
INTRODUCTION
3
Grady Hanrahan
and Frank A. Gomez
2
EXPERIMENTAL DESIGN IN METHOD OPTIMIZATION
AND ROBUSTNESS TESTING
11
Bieke Dejaegher, Alexandra
Durand,
and Yvan
Vander
Heyden
3
CHEMOMETRICAL EXPERIMENTAL DESIGN-BASED
OPTIMIZATION STUDIES IN CAPILLARY
ELECTROPHORESIS APPLICATIONS
75
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
93
Gerhard K.
E. Scriba
VÎ CONTENTS
5
OPTIMIZATION OF MICELLAR ELECTROKINETIC
CHROMATOGRAPHY SEPARATION CONDITIONS BY
CHEMOMETRIC METHODS
113
Jessica L. Fethoier and Carios D. Garcia
6
CHEMOMETRIC METHODS FOR THE OPTIMIZATION
OF
CE
AND CE-MS IN PHARMACEUTICAL,
ENVIRONMENTAL, AND FOOD ANALYSIS
133
Javier
HemándeZ Borges,
Miguel
Ángel Rodríguez-Delgado,
and Alejandro Cifuentes
7
OPTIMIZATION OF THE SEPARATION OF
AMINO
ACIDS BY CAPILLARY ELECTROPHORESIS USING
ARTIFICIAL NEURAL NETWORKS
169
Amanda Van
Gramberg,
Alison Beavis Lucas Blanes, and
Philip
Doble
II EXPLORATORY DATA ANALYSIS, PREDICTION,
AND CLASSIFICATION
181
8
DEVELOPMENT OF CAPILLARY ELECTROPHORESIS
FINGERPRINTS AND MULTIVARIATE STATISTICS FOR
THE DIFFERENTIATION OF OPIUM AND POPPY STRAW
SAMPLES
183
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
199
Javier Saurina
10
APPLICATION OF CHEMOMETRICS IN CAPILLARY
ELECTROPHORESIS ANALYSIS OF HERBAL
MEDICINES
227
Shao-Ping Li, Xfao~Jia Chen, and Feng-Qing Yang
11
CLINICAL PATTERN RECOGNITION ANALYSIS
APPLYING ARTIFICIAL NEURAL NETWORKS
BASED ON PRINCIPAL COMPONENT ANALYSIS INPUT
SELECTION
243
Yaxiong Zhang and
Hua
Li
CONTENTS
VU
12 CHEMOMETRIC
METHODS
APPLIED
TO GENETIC
ANALYSES BY CAPILLARY ELECTROPHORESIS AND
ELECTROPHORESIS MICROCHIP TECHNOLOGIES
261
Maribef Elizabeth Funes-Huacca, Juliana
Vieira Alberice,
Lucas Blanes, and
Emanuel
Carrilho
13
EXPLORATORY DATA ANALYSIS AND CLASSIFICATION
OF CAPILLARY ELECTROPHORETIC DATA
291
Melanie
Dumaœy,
Bieke Dejaegher, Alexandra
Durand,
and
У
van
Vander Heyden
III QUANTITATIVE STRUCTURE RELATIONSHIPS
323
14
CHEMOMETRICAL MODELING OF ELECTROPHORETIC
MOBILITIES IN CAPILLARY ELECTROPHORESIS
325
Mehdt Jalali-Heravi
15
ASSESSMENT OF SOLUTE-MICELLE INTERACTIONS IN
ELECTROKINETIC
CHROMATOGRAPH
Y
USING
QUANTITATIVE STRUCTURE-RETENTION
RELATIONSHIPS
345
Edgar P.
Moraes.
Fernando G. Tonin,
Luís G. Dias, João
P.S.
Farah, and
Marína F.M.
Tavares
16
CHEMOMETRICAL ANALYSIS OF CHEESE
PROTEOLYSIS PROFILES BY CAPILLARY
ELECTROPHORESIS: PREDICTION OF RIPENING TIMES
367
Natividad
Ortega, Silvia M.
Albulos,
and
María D.
Busto
IV TRANSFORMATION TECHNIQUES
389
17
TRANSFORMATION TECHNIQUES FOR CAPILLARY AND
MICROCHIP ELECTROPHORESIS
391
Takashi Kaneta
INDEX
407
USE CHEMOMETRIG 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
ofinformation
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.
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.
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| physical | xxi, 431 p., [4] p. of plates ill. (some col.) |
| publishDate | 2010 |
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| spelling | Chemometric methods in capillary electrophoresis edited by Grady Hanrahan, Frank A. Gomez Hoboken, N.J. Wiley 2010 xxi, 431 p., [4] p. of plates ill. (some col.) txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Capillary electrophoresis Chemometrics Kapillarelektrophorese (DE-588)4290002-5 gnd rswk-swf Chemometrie (DE-588)4299578-4 gnd rswk-swf Kapillarelektrophorese (DE-588)4290002-5 s Chemometrie (DE-588)4299578-4 s DE-604 Hanrahan, Grady Sonstige oth Digitalisierung UB Bayreuth - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027551076&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Bayreuth - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027551076&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Chemometric methods in capillary electrophoresis Capillary electrophoresis Chemometrics Kapillarelektrophorese (DE-588)4290002-5 gnd Chemometrie (DE-588)4299578-4 gnd |
| subject_GND | (DE-588)4290002-5 (DE-588)4299578-4 |
| title | Chemometric methods in capillary electrophoresis |
| title_auth | Chemometric methods in capillary electrophoresis |
| title_exact_search | Chemometric methods in capillary electrophoresis |
| title_full | Chemometric methods in capillary electrophoresis edited by Grady Hanrahan, Frank A. Gomez |
| title_fullStr | Chemometric methods in capillary electrophoresis edited by Grady Hanrahan, Frank A. Gomez |
| title_full_unstemmed | Chemometric methods in capillary electrophoresis edited by Grady Hanrahan, Frank A. Gomez |
| title_short | Chemometric methods in capillary electrophoresis |
| title_sort | chemometric methods in capillary electrophoresis |
| topic | Capillary electrophoresis Chemometrics Kapillarelektrophorese (DE-588)4290002-5 gnd Chemometrie (DE-588)4299578-4 gnd |
| topic_facet | Capillary electrophoresis Chemometrics Kapillarelektrophorese Chemometrie |
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