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Bibliographic Details
Main Authors: Camacho, José, Ezenarro, Jokin, Schorn-García, Daniel, Westerhuis, Johan A.
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2604.19265
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Table of Contents:
  • ANOVA Simultaneous Component Analysis (ASCA) is the current state-of-theart chemometric tool for analyzing and interpreting high-dimensional experimental data from a Design of Experiment (DoE). Being a multivariate extension of the ANOVA, ASCA makes a perfect tandem with DoE. This tutorial review recommends best practices for using ASCA, building upon the long-established combination of ANOVA and DoE theory developed over the last century. These recommendations are grounded in a comprehensive literature review and illustrated through a guiding example.