Comprehensive Chemometrics
Chemical and Biochemical Data Analysis
Editor-in-Chief:- Steven Brown, Department of Chemistry and Biochemistry, University of Delaware, USA
- Romà Tauler, Institute of Chemical and Environmental Research, CSIC, Spain
- Beata Walczak, Department of Chemometrics, Institute of Chemistry, University of Silesia, Poland
Audience
Graduate scientists and practitioners working on the analysis and manipulation of chemical and biological data.
Hardbound,
Published: March 2009
Imprint: Elsevier
ISBN: 978-0-444-52702-8
Reviews
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"An excellent source of up-to-date information essential for researchers and others working in the field." --
Analytical and Bioanalytical Chemistry "Contains much to interest the spectroscopist well worthy of a place in any analytical science library." --Spectroscopy Europe "Highly recommended Should find a merited place on bookshelves alongside its predecessors." --Alexey L. Pomerantsev and Oxana Ye. Rodionova, Semenov Institute of Chemical Physics RAS, Russia
Contents
- Statistics; Experimental Design; Optimization; Data preprocessing; Linear soft-modeling; Unsupervised Data Mining; Linear Regression Modeling; Non-linear Regression; Classification; Feature Selection; Multivariate Robust Techniques; Applications
