This chapter will be devoted to chemometrics in the multivariate design of the experiments (MDOE) and in data treatment in gas chromatography (GC). Basic principles will be given on the most commonly-used approaches, along with applications in the field of one-dimensional and multi-dimensional GC. This chapter shows how suitable multivariate statistical methods can be of great support in specific food applications such as confirmation of authenticity, geographical origin, quality, evaluation of technological processes, and so on, exploiting its potential also in the omics field like the “foodomics”.

Chapter 10: Chemometrics: Basic principles and applications

Liberto E.;Rubiolo P.;Bicchi C.;Cordero C.
2020

Abstract

This chapter will be devoted to chemometrics in the multivariate design of the experiments (MDOE) and in data treatment in gas chromatography (GC). Basic principles will be given on the most commonly-used approaches, along with applications in the field of one-dimensional and multi-dimensional GC. This chapter shows how suitable multivariate statistical methods can be of great support in specific food applications such as confirmation of authenticity, geographical origin, quality, evaluation of technological processes, and so on, exploiting its potential also in the omics field like the “foodomics”.
Food Chemistry, Function and Analysis: Adavanced gas chromatography in food analysis
Royal Society of Chemistry
Food Chemistry, Function and Analysis
403
451
978-1-78801-127-3
pubs.rsc.org/en/content/ebook/978-1-78262-361-8#!divbookcontent
Casale M.; Malegori C.; Oliveri P.; Liberto E.; Rubiolo P.; Bicchi C.; Cordero C.
File in questo prodotto:
File Dimensione Formato  
Chemometrics_BK9781788011273-00403.zip

Accesso riservato

Tipo di file: PDF EDITORIALE
Dimensione 22.04 MB
Formato Zip File
22.04 MB Zip File   Visualizza/Apri   Richiedi una copia

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: http://hdl.handle.net/2318/1718856
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact