Chemometrics has achieved major recognition and progress in the analytical chemistry field. In the first part of this tutorial, major achievements and contributions of chemometrics to some of the more important stages of the analytical process, like experimental design, sampling, and data analysis (including data pretreatment and fusion), are summarised. The tutorial is intended to give a general updated overview of the chemometrics field to further contribute to its dissemination and promotion in analytical chemistry.

Chemometrics in analytical chemistry-part I: history, experimental design and data analysis tools / Brereton, Richard G; Jansen, Jeroen; Lopes, João; Marini, Federico; Pomerantsev, Alexey; Rodionova, Oxana; Roger, Jean Michel; Walczak, Beata; Tauler, Romà. - In: ANALYTICAL AND BIOANALYTICAL CHEMISTRY. - ISSN 1618-2642. - STAMPA. - 409:25(2017), pp. 5891-5899. [10.1007/s00216-017-0517-1]

Chemometrics in analytical chemistry-part I: history, experimental design and data analysis tools

Marini, Federico;
2017

Abstract

Chemometrics has achieved major recognition and progress in the analytical chemistry field. In the first part of this tutorial, major achievements and contributions of chemometrics to some of the more important stages of the analytical process, like experimental design, sampling, and data analysis (including data pretreatment and fusion), are summarised. The tutorial is intended to give a general updated overview of the chemometrics field to further contribute to its dissemination and promotion in analytical chemistry.
2017
chemometrics; data fusion; data preprocessing; experimental design; projection methods; sampling
01 Pubblicazione su rivista::01a Articolo in rivista
Chemometrics in analytical chemistry-part I: history, experimental design and data analysis tools / Brereton, Richard G; Jansen, Jeroen; Lopes, João; Marini, Federico; Pomerantsev, Alexey; Rodionova, Oxana; Roger, Jean Michel; Walczak, Beata; Tauler, Romà. - In: ANALYTICAL AND BIOANALYTICAL CHEMISTRY. - ISSN 1618-2642. - STAMPA. - 409:25(2017), pp. 5891-5899. [10.1007/s00216-017-0517-1]
File allegati a questo prodotto
File Dimensione Formato  
Brereton_Chemometrics_2017.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 850.66 kB
Formato Adobe PDF
850.66 kB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1097149
Citazioni
  • ???jsp.display-item.citation.pmc??? 8
  • Scopus 90
  • ???jsp.display-item.citation.isi??? 85
social impact