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Multivariate Curve Resolution (MCR). Solving the mixture analysis problem

Authors :
Joaquim Jaumot
Anna de Juan
Romà Tauler
Source :
Anal. Methods. 6:4964-4976
Publication Year :
2014
Publisher :
Royal Society of Chemistry (RSC), 2014.

Abstract

This article is a tutorial that focuses on the main aspects to be considered when applying Multivariate Curve Resolution to analyze multicomponent systems, particularly when the Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) algorithm is used. These aspects include general MCR comments on the potential fields of application and construction of data structures and details linked to each of the steps in the application workflow of the MCR-ALS algorithm (e.g., selection of initial estimates, choice and application of constraints, quality parameters of models and assessment of ambiguity,…). Two examples with downloadable data sets are shown for orientation on the practical use of this methodology.

Details

ISSN :
17599679 and 17599660
Volume :
6
Database :
OpenAIRE
Journal :
Anal. Methods
Accession number :
edsair.doi...........741fde629e420b1325f830b359598cbe
Full Text :
https://doi.org/10.1039/c4ay00571f