Introduction -- Experimental design -- Statistical concepts -- Sequential methods -- Pattern recognition -- Calibration -- Coupled chromatography -- Equilibria, reactions and process analytics -- Improving yields and processes using experimental designs -- Biological and medical applications of chemometrics -- Biological macromolecules -- Multivariate image analysis -- Food.
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The book introduces most of the basic tools of chemometrics including experimental design, signal analysis, statistical methods for analytical chemistry and multivariate methods. It then discusses a number of important applications including food chemistry, biological pattern recognition, reaction monitoring, optimisation of processes, medical applications. The book arises from a series of short articles that have been developed over four years on Chemweb (www.chemweb.com).
Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212