Recent Developments in Multivariate Calibration
2006 (English)In: Critical Reviews in Analytical Chemistry, Vol. 36, no 3-4, 243-55 p.Article in journal (Refereed) Published
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.
pre-processing; spectroscopy; coupled chromatographic techniques; multivariate calibration; prediction
IdentifiersURN: urn:nbn:se:umu:diva-12381DOI: doi:10.1080/10408340600969924OAI: oai:DiVA.org:umu-12381DiVA: diva2:152052