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Recent Developments in Multivariate Calibration
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Kemiska institutionen.
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Kemiska institutionen. (Computational Life Science Cluster (CLiC))
2006 (engelsk)Inngår i: Critical Reviews in Analytical Chemistry, Vol. 36, nr 3-4, s. 243-55Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

This review covers the area of multivariate calibration; from pre-processing of data prior to modeling and applications of regression methods for calibration and prediction. The importance of pre-treatment of data is highlighted with many of the recently developed methods together with traditional methods. Several articles provide comparisons between different pre-processing methods. Methods for data from coupled chromatographic methods, which have found increasing use and where data pre-processing is a prerequisite for multivariate modeling, are also included. Many of the novel chemometric methods deal with model complexity and interpretation. A diverse set of applications are also presented and references are also given to early papers, making it possible to acquire a deeper knowledge of methods of interest.

sted, utgiver, år, opplag, sider
2006. Vol. 36, nr 3-4, s. 243-55
Emneord [en]
pre-processing; spectroscopy; coupled chromatographic techniques; multivariate calibration; prediction
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Identifikatorer
URN: urn:nbn:se:umu:diva-12381DOI: doi:10.1080/10408340600969924OAI: oai:DiVA.org:umu-12381DiVA, id: diva2:152052
Tilgjengelig fra: 2007-04-03 Laget: 2007-04-03 Sist oppdatert: 2018-06-09

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