Year: 2024
Type: article
Abstract: ABSTRACT Many data analysis methods actually combine optimization of several criteria. In this paper, a framework is offered for categorizing such multi‐criteria methods. In particular, it categorizes multiset and three‐way analysis methods as well as penalized methods and combinations thereof. The framework aims to stimulate critical evaluation of methods and reflection on the purpose of methods and, by signaling gaps, to help the development of new data analysis methods.
Source: Journal of Chemometrics
DOI: 10.1002/cem.3597
Authors: Henk A. L. Kiers, Marieke E. Timmerman
Institution: University of Groningen
Language: English
Subfield: Analytical Chemistry
Field: Chemistry
Domain: Physical Sciences
Open Access status: hybrid
Estimated APC paid: $4,530
OpenAlex ID: W4401773685