Recent applications of first- and second-order multivariate calibration to analytical chemistry

This report reviews recent literature on the application of multivariate calibration techniques to both first- and second-order data, aimed at the analytical determination of analytes of interest or sample properties in a variety of industrial, pharmaceutical, food, and environmental samples, includ...

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Autores principales: Arancibia, Juan Alberto, Damiani, Patricia Cecilia, Ibañez, Gabriela Alejandra, Olivieri, Alejandro César
Lenguaje:Inglés
Publicado: AOAC International 2019
Materias:
Química analítica
Espectroscopía
Cromatografía
Quimiometría
Acceso en línea:http://hdl.handle.net/2133/13939
http://hdl.handle.net/2133/13939
Aporte de:
Repositorio Hipermedial de la Universidad Nacional de Rosario (UNR) de Universidad Nacional de Rosario
id I15-R121-2133-13939
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 Química analítica
Espectroscopía
Cromatografía
Quimiometría
spellingShingle Química analítica
Espectroscopía
Cromatografía
Quimiometría
Arancibia, Juan Alberto
Damiani, Patricia Cecilia
Ibañez, Gabriela Alejandra
Olivieri, Alejandro César
Recent applications of first- and second-order multivariate calibration to analytical chemistry
topic_facet Química analítica
Espectroscopía
Cromatografía
Quimiometría
description This report reviews recent literature on the application of multivariate calibration techniques to both first- and second-order data, aimed at the analytical determination of analytes of interest or sample properties in a variety of industrial, pharmaceutical, food, and environmental samples, including examples of process control. The most used data processing tools are briefly described, with emphasis on the advantages that can be obtained by applying specific combinations of multivariate data and algorithms. The main focus is on works devoted to first-order data (i.e., spectra, chromatograms, etc.) combined with partial least-squares regression, which has become the standard for this type of analytical research. A brief discussion on recent work on second-order data and algorithms is also included, as this field is rapidly growing, although at present it does not show, the general applicability of the first-order counterparts.
author Arancibia, Juan Alberto
Damiani, Patricia Cecilia
Ibañez, Gabriela Alejandra
Olivieri, Alejandro César
author_facet Arancibia, Juan Alberto
Damiani, Patricia Cecilia
Ibañez, Gabriela Alejandra
Olivieri, Alejandro César
author_sort Arancibia, Juan Alberto
title Recent applications of first- and second-order multivariate calibration to analytical chemistry
title_short Recent applications of first- and second-order multivariate calibration to analytical chemistry
title_full Recent applications of first- and second-order multivariate calibration to analytical chemistry
title_fullStr Recent applications of first- and second-order multivariate calibration to analytical chemistry
title_full_unstemmed Recent applications of first- and second-order multivariate calibration to analytical chemistry
title_sort recent applications of first- and second-order multivariate calibration to analytical chemistry
publisher AOAC International
publishDate 2019
url http://hdl.handle.net/2133/13939
http://hdl.handle.net/2133/13939
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