Uncommon multivariate statistical methods for environmental studies: A review

In this paper we describe the characteristics and the applications of the multivariate methods for spectroscopic and chromatographic techniques independent component analysis (ICA) and two-dimensional correlation spectroscopy (2DCOS) focused to their use in environmental studies. In our opinion, the...

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Detalles Bibliográficos
Autor principal:	Tudino, Mabel Beatriz
Publicado:	2015
Materias:	Chromatographic analysis Environmental studies Independent component analysis Multivariate methods Spectroscopic analysis Two-dimensional correlation spectroscopy
Acceso en línea:	https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_22141588_v6-7_n_p31_Mecozzi http://hdl.handle.net/20.500.12110/paper_22141588_v6-7_n_p31_Mecozzi
Aporte de:	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

id	paper:paper_22141588_v6-7_n_p31_Mecozzi
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spelling	paper:paper_22141588_v6-7_n_p31_Mecozzi2023-06-08T16:35:18Z Uncommon multivariate statistical methods for environmental studies: A review Tudino, Mabel Beatriz Chromatographic analysis Environmental studies Independent component analysis Multivariate methods Spectroscopic analysis Two-dimensional correlation spectroscopy In this paper we describe the characteristics and the applications of the multivariate methods for spectroscopic and chromatographic techniques independent component analysis (ICA) and two-dimensional correlation spectroscopy (2DCOS) focused to their use in environmental studies. In our opinion, these methods are important because they allow to characterize environmental samples with different aims and scopes from those generally obtained by means of more common multivariate methods such as principal component analysis (PCA) and partial least squares (PLS). The new insights of these methods in recent environmental studies are reviewed and debated. © 2015 Elsevier B.V. Fil:Tudino, M.B. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2015 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_22141588_v6-7_n_p31_Mecozzi http://hdl.handle.net/20.500.12110/paper_22141588_v6-7_n_p31_Mecozzi
institution	Universidad de Buenos Aires
institution_str	I-28
repository_str	R-134
collection	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic	Chromatographic analysis Environmental studies Independent component analysis Multivariate methods Spectroscopic analysis Two-dimensional correlation spectroscopy
spellingShingle	Chromatographic analysis Environmental studies Independent component analysis Multivariate methods Spectroscopic analysis Two-dimensional correlation spectroscopy Tudino, Mabel Beatriz Uncommon multivariate statistical methods for environmental studies: A review
topic_facet	Chromatographic analysis Environmental studies Independent component analysis Multivariate methods Spectroscopic analysis Two-dimensional correlation spectroscopy
description	In this paper we describe the characteristics and the applications of the multivariate methods for spectroscopic and chromatographic techniques independent component analysis (ICA) and two-dimensional correlation spectroscopy (2DCOS) focused to their use in environmental studies. In our opinion, these methods are important because they allow to characterize environmental samples with different aims and scopes from those generally obtained by means of more common multivariate methods such as principal component analysis (PCA) and partial least squares (PLS). The new insights of these methods in recent environmental studies are reviewed and debated. © 2015 Elsevier B.V.
author	Tudino, Mabel Beatriz
author_facet	Tudino, Mabel Beatriz
author_sort	Tudino, Mabel Beatriz
title	Uncommon multivariate statistical methods for environmental studies: A review
title_short	Uncommon multivariate statistical methods for environmental studies: A review
title_full	Uncommon multivariate statistical methods for environmental studies: A review
title_fullStr	Uncommon multivariate statistical methods for environmental studies: A review
title_full_unstemmed	Uncommon multivariate statistical methods for environmental studies: A review
title_sort	uncommon multivariate statistical methods for environmental studies: a review
publishDate	2015
url	https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_22141588_v6-7_n_p31_Mecozzi http://hdl.handle.net/20.500.12110/paper_22141588_v6-7_n_p31_Mecozzi
work_keys_str_mv	AT tudinomabelbeatriz uncommonmultivariatestatisticalmethodsforenvironmentalstudiesareview
_version_	1768546325073231872

Uncommon multivariate statistical methods for environmental studies: A review

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