期刊
ANALYTICA CHIMICA ACTA
卷 806, 期 -, 页码 8-26出版社
ELSEVIER
DOI: 10.1016/j.aca.2013.11.009
关键词
Multi-way calibration; Parallel factor analysis; Multivariate curve resolution; Partial least-squares
资金
- Ministerio de Economia y Competitividad of Spain [CTQ2011-25388]
- Gobierno de Extremadura
- European FEDER Funds [FQM003, GR1003]
- Universidad Nacional de Rosario
- Consejo Nacional de Investigaciones Cientificas y Tecnicas [PIP 1950, PIP 455]
- Universidad Nacional del Litoral [12-65]
- ANPCyT (Agencia Nacional de Promocion Cientifica y Tecnologica) [PICT 2010-0084, 2011-0005]
An introduction to multi-way calibration based on second- and higher-order data generation and processing is provided, with emphasis on practical experimental aspects. After a discussion concerning a proper nomenclature scheme, a suitable classification of the obtainable data, and the general features of the available algorithms and their underlying models, a series of examples is discussed in detail, with the purpose of illustrating the great potentiality of the field for the analytical community. Emphasis is directed toward the most popular multi-way data, i.e., second-order or matrix data, which can be conveniently measured in a variety of instruments. Third-order data are being increasingly studied and are also discussed, along with the less explored field of fourth-order data. The estimation of figures of merit, which analysts need to report during method development, is now sufficiently mature to be provided for the general audience. (C) 2013 Elsevier B.V. All rights reserved.
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