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

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.

Keywords: Chemometrics; Data fusion; Data preprocessing; Experimental design; Projection methods; Sampling.