UID:
almahu_9949383869002882
Format:
1 online resource (xix, 505 pages) :
,
illustrations
ISBN:
9781351650441
,
9781315154404
,
1351650440
,
1315154404
Series Statement:
Chromatographic science series ; 111
Content:
"Chemometrics uses advanced mathematical and statistical algorithms to provide maximum chemical information by analyzing chemical data, and obtain knowledge of chemical systems. Chemometrics significantly extends the possibilities of chromatography and with the technological advances of the personal computer and continuous development of open-source software, many laboratories are interested in incorporating chemometrics into their chromatographic methods. This book is an up-to-date reference that presents the most important information about each area of chemometrics used in chromatography, demonstrating its effective use when applied to a chromatographic separation."--Provided by publisher
Note:
Experimental design in chromatographic method development and validation /
,
Chromatographic response functions /
,
Chemometric strategies to characterize stationary phases /
,
Chromatographic applications of genetic algorithms and other nature-inspired optimization methods /
,
Statistics and validation in quantitative chromatographic analysis /
,
Statistical evaluation of calibration curves in chromatography /
,
Introduction to multivariate data treatment /
,
Introduction to exploratory and clustering techniques /
,
Denoising of signals, signal enhancement and baseline correction in chromatographic science /
,
Alignment of one- and two-dimensional chromatographic signals /
,
Peak purity and resolution of chromatographic data /
,
Modeling of peak shape and asymmetry /
,
Missing and censored data in chromatography /
,
Linear supervised techniques /
,
Discriminant analysis, and classification of chromatographic data /
,
Nonlinear supervised techniques /
,
Introduction to quantitative structure-retention relationships (QSRRs) /
,
Topological Indices in modelling chromatographic retention /
,
Introduction to fingerprinting in chromatography /
,
Chemometric strategies in analysis of chromatographic-mass spectrometry data /
,
Chemometric strategies in chromatographic analysis of pharmaceuticals /
,
Bayesian methods in chromatographic science /
,
Multi-way methods in chromatography /
,
Recurrent relationships in separation science /
,
Image processing in separation science /
Additional Edition:
Print version: Chemometrics in chromatography. Boca Raton : CRC Press, 2018 ISBN 9781498772532
Additional Edition:
ISBN 1498772536
Language:
English
Keywords:
Electronic books.
;
Electronic books.
URL:
https://www.taylorfrancis.com/books/9781315154404
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