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Recent Developments in Multivariate Calibration
Umeå University, Faculty of Science and Technology, Department of Chemistry.
Umeå University, Faculty of Science and Technology, Department of Chemistry. (Computational Life Science Cluster (CLiC))
2006 (English)In: Critical Reviews in Analytical Chemistry, Vol. 36, no 3-4, 243-55 p.Article in journal (Refereed) 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.

Place, publisher, year, edition, pages
2006. Vol. 36, no 3-4, 243-55 p.
Keyword [en]
pre-processing; spectroscopy; coupled chromatographic techniques; multivariate calibration; prediction
National Category
Chemical Sciences
URN: urn:nbn:se:umu:diva-12381DOI: doi:10.1080/10408340600969924OAI: diva2:152052
Available from: 2007-04-03 Created: 2007-04-03 Last updated: 2012-09-05

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Trygg, Johan
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