Introduction to multivariate calibration in analytical chemistryElectronic Supplementary Information available. See http://www. rsc. org/suppdata/an/b0/b003805i

RG Brereton - Analyst, 2000 - pubs.rsc.org
Multivariate calibration has historically been a major cornerstone of chemometrics as
applied to analytical chemistry. However, there are a large number of diverse schools of …

Higher order partial least squares (HOPLS): A generalized multilinear regression method

Q Zhao, CF Caiafa, DP Mandic… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
A new generalized multilinear regression model, termed the higher order partial least
squares (HOPLS), is introduced with the aim to predict a tensor (multiway array) Y from a …

N-way PLS applied to simultaneous spectrophotometric determination of acetylsalicylic acid, paracetamol and caffeine

MM Sena, RJ Poppi - Journal of pharmaceutical and biomedical analysis, 2004 - Elsevier
In this work, a simple and rapid analytical procedure was proposed for simultaneous
determination of acetylsalicylic acid (ASA), paracetamol (PRC, also known as …

Application of two-and three-way chemometric methods in the study of acetylsalicylic acid and ascorbic acid mixtures using ultraviolet spectrophotometry

MM Sena, JCB Fernandes, L Rover Jr, RJ Poppi… - Analytica Chimica …, 2000 - Elsevier
In this work, mixtures of acetylsalicylic acid (ASA) and ascorbic acid (AA) were studied by
ultraviolet spectrophotometry (210–300nm) using parallel factor analysis (PARAFAC) and …

On the difference between low-rank and subspace approximation: improved model for multi-linear PLS regression

R Bro, AK Smilde, S de Jong - Chemometrics and Intelligent Laboratory …, 2001 - Elsevier
While both Tucker3 and PARAFAC models can be viewed as latent variable models
extending principal component analysis (PCA) to multi-way data, most fundamental …

Two-dimensional linear discriminant analysis for classification of three-way chemical data

AC da Silva, SFC Soares, M Insausti, RKH Galvão… - Analytica chimica …, 2016 - Elsevier
The two-dimensional linear discriminant analysis (2D-LDA) algorithm was originally
proposed in the context of face image processing for the extraction of features with maximal …

Differentiation of cumin seeds using a metal-oxide based gas sensor array in tandem with chemometric tools

M Ghasemi-Varnamkhasti, ZS Amiri, M Tohidi… - Talanta, 2018 - Elsevier
Cumin is a plant of the Apiaceae family (umbelliferae) which has been used since ancient
times as a medicinal plant and as a spice. The difference in the percentage of aromatic …

[HTML][HTML] Three-way analysis-based pH-UV-Vis spectroscopy for quantifying allura red in an energy drink and determining colorant's pKa

E Dinç, N Ünal, ZC Ertekin - Journal of Food and Drug Analysis, 2021 - ncbi.nlm.nih.gov
Three-way analysis-based pH-UV-Vis spectroscopy was proposed for quantifying allura red
in an energy drink product without the need for chromatographic analysis, and determining …

Comparative study of the continuous wavelet transform, derivative and partial least squares methods applied to the overlap** spectra for the simultaneous …

E Dinç, A Ozdemir, D Baleanu - Journal of pharmaceutical and biomedical …, 2005 - Elsevier
The simultaneous spectrophotometric determination of ascorbic acid (AA) and acetylsalicylic
acid (ASA) in effervescent tablets in the presence of the overlap** spectra was …

Simultaneous determination of potassium guaiacolsulfonate, guaifenesin, diphenhydramine HCl and carbetapentane citrate in syrups by using HPLC-DAD coupled …

ÖA Dönmez, B Aşçı, A Bozdoğan, S Sungur - Talanta, 2011 - Elsevier
A simple and rapid analytical procedure was proposed for the determination of
chromatographic peaks by means of partial least squares multivariate calibration (PLS) of …