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

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 featur...

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Autores principales: Escandar, Graciela Mónica, Goicoechea, Héctor Casimiro, Muñoz de la Peña, Arsenio, Olivieri, Alejandro César
Lenguaje:Inglés
Publicado: Elsevier 2018
Materias:
Multi-way Calibration
Parallel Factor Analysis
Multivariate Curve Resolution
Partial Leastsquares
Acceso en línea:http://hdl.handle.net/2133/10500
http://hdl.handle.net/2133/10500
Aporte de:
Repositorio Hipermedial de la Universidad Nacional de Rosario (UNR) de Universidad Nacional de Rosario
id I15-R121-2133-10500
record_format dspace
institution Universidad Nacional de Rosario
institution_str I-15
repository_str R-121
collection Repositorio Hipermedial de la Universidad Nacional de Rosario (UNR)
language Inglés
orig_language_str_mv eng
topic Multi-way Calibration
Parallel Factor Analysis
Multivariate Curve Resolution
Partial Leastsquares
spellingShingle Multi-way Calibration
Parallel Factor Analysis
Multivariate Curve Resolution
Partial Leastsquares
Escandar, Graciela Mónica
Goicoechea, Héctor Casimiro
Muñoz de la Peña, Arsenio
Olivieri, Alejandro César
Second- and higher-order data generation and calibration : a tutorial
topic_facet Multi-way Calibration
Parallel Factor Analysis
Multivariate Curve Resolution
Partial Leastsquares
description 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.
author Escandar, Graciela Mónica
Goicoechea, Héctor Casimiro
Muñoz de la Peña, Arsenio
Olivieri, Alejandro César
author_facet Escandar, Graciela Mónica
Goicoechea, Héctor Casimiro
Muñoz de la Peña, Arsenio
Olivieri, Alejandro César
author_sort Escandar, Graciela Mónica
title Second- and higher-order data generation and calibration : a tutorial
title_short Second- and higher-order data generation and calibration : a tutorial
title_full Second- and higher-order data generation and calibration : a tutorial
title_fullStr Second- and higher-order data generation and calibration : a tutorial
title_full_unstemmed Second- and higher-order data generation and calibration : a tutorial
title_sort second- and higher-order data generation and calibration : a tutorial
publisher Elsevier
publishDate 2018
url http://hdl.handle.net/2133/10500
http://hdl.handle.net/2133/10500
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AT munozdelapenaarsenio secondandhigherorderdatagenerationandcalibrationatutorial
AT olivierialejandrocesar secondandhigherorderdatagenerationandcalibrationatutorial
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