Please use this identifier to cite or link to this item: http://repositorio.unicamp.br/jspui/handle/REPOSIP/63075
Type: Artigo de periódico
Title: Chemometrics I: Multivariate calibration, a tutorial.
Author: Ferreira, MMC
Antunes, AM
Melgo, MS
Volpe, PLO
Abstract: The aim of this work is to present a tutorial on Multivariate Calibration, a tool which is nowadays necessary in basically most laboratories but very often misused, The basic concepts of preprocessing, principal component analysis (PCA), principal component regression (PCR) and partial least squares (PLS) are given, The two basic steps an any calibration procedure: model building and validation are fully discussed, The concepts of cross validation (to determine the number of factors to be used in the model), leverage and studentized residuals (to detect outliers) for the validation step are given, The whole calibration procedure is illustrated using spectra recorded for ternary mixtures of 2,4,6 trinitrophenolate, 2,4 dinitrophenolate and 2,5 dinitrophenolate followed by the concentration prediction of these three chemical species during a diffusion experiment through a hydrophobic liquid membrane, MATLAB software is used far numerical calculations, Most of the commands for the analysis are provided in order to allow a non-specialist to follow step by step the analysis.
Subject: chemometrics
multivariate calibration
PLS
PCR
liquid membranes
Country: Brasil
Editor: Soc Brasileira Quimica
Rights: aberto
Identifier DOI: 10.1590/S0100-40421999000500016
Date Issue: 1999
Appears in Collections:Unicamp - Artigos e Outros Documentos

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