Second- and higher-order data generation and calibration : a tutorial

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dc.citation.titleAnalytica Chimica Acta
dc.citation.volume806
dc.creatorEscandar, Graciela Mónica
dc.creatorGoicoechea, Héctor Casimiro
dc.creatorMuñoz de la Peña, Arsenio
dc.creatorOlivieri, Alejandro César
dc.date.accessioned2018-02-04T23:45:32Z
dc.date.available2018-02-04T23:45:32Z
dc.date.issued2014-01-02
dc.descriptionAn 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.es
dc.description.filFil: Escandar, Graciela Mónica. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica. Instituto de Química de Rosario (IQUIR-CONICET); Argentina.
dc.description.filFil: Goicoechea, Héctor Casimiro. Universidad Nacional de Litoral. Facultad de Bioquímica y Ciencias Biológicas. Cátedra de Química Analítica I. Laboratorio de Desarrollo Analítico y Quimiometría (LADAQ); Argentina.
dc.description.filFil: Muñoz de la Peña, Arsenio. Universidad de Extremadura. Departamento de Química Analítica; España.
dc.description.filFil: Olivieri, Alejandro César. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica. Instituto de Química Rosario (IQUIR-CONICET); Argentina.
dc.description.sponsorshipEspaña. Ministerio de Economía, Industria y Competitividad, Proyecto CTQ2011-25388es
dc.description.sponsorshipGobierno de Extremaduraes
dc.description.sponsorshipEuropean FEDER Funds (Consolidation Project of Research Group FQM003, Project GR1003)es
dc.description.sponsorshipUniversidad Nacional de Rosarioes
dc.description.sponsorshipConsejo Nacional de Investigaciones Científicas y Técnicas (CONICET), PIP 1950 y PIP 455es
dc.description.sponsorshipUniversidad Nacional del Litoral, Proyecto CAI+D Nº 12-65es
dc.description.sponsorshipAgencia Nacional de Promoción Científica y Tecnológica (ANPCyT), PICT 2010-0084 y 2011-0005es
dc.formatapplication/pdf
dc.format.extent8-26
dc.identifier.issn0003-2670
dc.identifier.urihttp://hdl.handle.net/2133/10500
dc.language.isoenges
dc.publisherElsevieres
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0003267013014281es
dc.relation.publisherversionhttps://doi.org/10.1016/j.aca.2013.11.009es
dc.rightsopenAccesses
dc.rights.holderUniversidad Nacional de Rosarioes
dc.rights.holderElsevieres
dc.rights.holderEscandar, Graciela Mónicaes
dc.rights.holderGoicoechea, Héctor Casimiroes
dc.rights.holderMuñoz de la Peña, Arsenioes
dc.rights.holderOlivieri, Alejandro Césares
dc.rights.textAttribution-NonCommercial-NoDerivs 3.0 Unported (CC BY-NC-ND 3.0)es
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/*
dc.subjectMulti-way Calibrationes
dc.subjectParallel Factor Analysises
dc.subjectMultivariate Curve Resolutiones
dc.subjectPartial Leastsquareses
dc.titleSecond- and higher-order data generation and calibration : a tutoriales
dc.typepublishedVersion

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