A large number of experimental applications of multi-way calibration are known, and a variety of chemometric models are available for the processing of multi-way data.While the main focus has been directed towards three-way ...

In this review, recent advances and applications using multi-way calibration protocols based on the processing of multi-dimensional chromatographic data are discussed. We first describe the various modes in which multi-way ...

As previously presented in this book, measuring and processing multiway data provides analytical chemists with a number of advantages, such as (1) improved sensitivity, derived from noise averaging multiple measurements ...

This review discusses recent advances in both theory and experiment regarding multi-way chromatographic calibration. The focus is directed towards the chemometric processing of multi-way data arrays in which one or more ...

A review is presented of recent multi-way calibration protocols involving three-, four- andfive-way data. A brief description of the various data structures and processing models isshown, with emphasis on model selection ...

In this chapter, the estimation of relevant analytical figures of merit is reviewed, from univariate to multivariate and multi-way calibration: sensitivity, limit of detection and other analytical parameters. After a brief ...

Nowadays, the use of modern instruments in analytical laboratories is generating a large varietyof second- and higher-order instrumental data, that is, instead of obtaining a scalar for eachsample measurement as when, for ...

In this study, a new approach to laser-induced breakdown spectroscopy (LIBS) data modeling using multiway algorithms was investigated. Two case studies, parallel factor analysis (PARAFAC) and unfolded-partial least-squares ...