2005Encyclopedia of BiostatisticsRequires access

Chemometrics

Tom Fearn

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Abstract

Abstract Chemometrics may be defined as the application of quantitative methods, and particularly multivariate methods, in chemistry. The methods include familiar ones such as principal components analysis and discriminant analysis, as well as less familiar ones such as partial least squares regression (PLS). Typical applications involve regression or discrimination problems with very large numbers of predictor variables.

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Abstract Chemometrics may be defined as the application of quantitative methods, and particularly multivariate methods, in chemistry. The methods include familiar ones such as principal components analysis and discriminant analysis, as well as less familiar ones such as partial least squares regression (PLS). Typical applications involve regression or discrimination problems with very large numbers of predictor variables.

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Available abstract

Abstract Chemometrics may be defined as the application of quantitative methods, and particularly multivariate methods, in chemistry. The methods include familiar ones such as principal components analysis and discriminant analysis, as well as less familiar ones such as partial least squares regression (PLS). Typical applications involve regression or discrimination problems with very large numbers of predictor variables.

Key concepts: Chemometrics, Partial least squares regression, Multivariate statistics, Principal component analysis, Linear discriminant analysis, Regression analysis, Regression, Statistics

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